commit 59f8f60dad75af689fe3b5cfe1c75d3bcf699c90 Author: wehub-resource-sync Date: Mon Jul 13 12:59:42 2026 +0800 chore: import upstream snapshot with attribution diff --git a/.editorconfig b/.editorconfig new file mode 100644 index 0000000..d4de155 --- /dev/null +++ b/.editorconfig @@ -0,0 +1,12 @@ +root = true + +[*] +charset = utf-8 +indent_style = space +indent_size = 4 +end_of_line = lf +insert_final_newline = true +trim_trailing_whitespace = true + +[*.md] +trim_trailing_whitespace = false \ No newline at end of file diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..54df94e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,16 @@ +# Unify all text files to LF line endings +* text eol=lf + +# Binary files should not have line ending conversions +*.exe binary +*.dll binary +*.so binary +*.dylib binary +*.class binary +*.jar binary +*.zip binary +*.png binary +*.jpg binary +*.jpeg binary +*.gif binary +*.pdf binary diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS new file mode 100644 index 0000000..9ce48f9 --- /dev/null +++ b/.github/CODEOWNERS @@ -0,0 +1,5 @@ +# Owner for all documents +*.md @bdoubrov @hnc-sujicho + +# Default owners for everything else in the repository +* @MaximPlusov @LonelyMidoriya @hyunhee-jo @bundolee @hnc-jglee diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md new file mode 100644 index 0000000..64c8669 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug_report.md @@ -0,0 +1,33 @@ +--- +name: Bug report +about: Report an issue +title: "" +labels: bug +assignees: "" +--- + +### Bug + + + +... + +### Steps to reproduce + + + +... + +### Version + + + +... + +### Java version + + + +... + + diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml new file mode 100644 index 0000000..3ba13e0 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/config.yml @@ -0,0 +1 @@ +blank_issues_enabled: false diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md new file mode 100644 index 0000000..32e9e46 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/feature_request.md @@ -0,0 +1,21 @@ +--- +name: Feature request +about: Suggest an idea +title: "" +labels: enhancement +assignees: "" +--- + +### Requested feature + + + +... + +### Alternatives + + + +... + + diff --git a/.github/ISSUE_TEMPLATE/question.md b/.github/ISSUE_TEMPLATE/question.md new file mode 100644 index 0000000..64f810e --- /dev/null +++ b/.github/ISSUE_TEMPLATE/question.md @@ -0,0 +1,15 @@ +--- +name: Question +about: Ask a question +title: "" +labels: question +assignees: "" +--- + +### Question + + + +... + + diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md new file mode 100644 index 0000000..c4a74cd --- /dev/null +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -0,0 +1,19 @@ + + + + + + +**Checklist:** + +- [ ] Documentation has been updated, if necessary. +- [ ] Examples have been added, if necessary. +- [ ] Tests have been added, if necessary. diff --git a/.github/SECURITY.md b/.github/SECURITY.md new file mode 100644 index 0000000..7afae0c --- /dev/null +++ b/.github/SECURITY.md @@ -0,0 +1,24 @@ +# Security Policy + +## Reporting a Vulnerability + +If you think you've identified a security issue in the project repository, please DO NOT report the issue publicly via +the GitHub issue tracker, etc. + +Instead, send an email with as many details as possible. This is a private mailing list for the maintainers team. + +Please do not create a public issue. + +### Security Vulnerability Response + +Each report is acknowledged and analyzed by the core maintainers within 3 working days. + +Any vulnerability information shared with core maintainers stays within the project and will not be disseminated to +other projects unless it is necessary to get the issue fixed. + +After the initial reply to your report, the security team will keep you informed of the progress towards a fix and full +announcement, and may ask for additional information or guidance. + +## Security Alerts + +We will send announcements of security vulnerabilities and steps to remediate on the project announcements. diff --git a/.github/dependabot.yml b/.github/dependabot.yml new file mode 100644 index 0000000..ddec3f6 --- /dev/null +++ b/.github/dependabot.yml @@ -0,0 +1,71 @@ +version: 2 +updates: + # Java — multi-module Maven (parent /java declares core/cli child modules; Dependabot auto-detects them) + - package-ecosystem: "maven" + directory: "/java" + schedule: + interval: "weekly" + day: "monday" + time: "09:00" + timezone: "Asia/Seoul" + open-pull-requests-limit: 10 + labels: + - "dependencies" + groups: + maven-minor-patch: + update-types: + - "minor" + - "patch" + + # Node.js SDK (pnpm; Dependabot handles pnpm under the "npm" ecosystem). + # Root package.json is a scripts-only workspace meta-file with no deps, so it is omitted. + - package-ecosystem: "npm" + directory: "/node/opendataloader-pdf" + schedule: + interval: "weekly" + day: "monday" + time: "09:00" + timezone: "Asia/Seoul" + open-pull-requests-limit: 10 + labels: + - "dependencies" + groups: + npm-minor-patch: + update-types: + - "minor" + - "patch" + + # Python SDK + MCP server (example requirements.txt excluded to avoid noise) + - package-ecosystem: "pip" + directories: + - "/python/opendataloader-pdf" + - "/python/opendataloader-pdf-mcp" + schedule: + interval: "weekly" + day: "monday" + time: "09:00" + timezone: "Asia/Seoul" + open-pull-requests-limit: 10 + labels: + - "dependencies" + groups: + pip-minor-patch: + update-types: + - "minor" + - "patch" + + # GitHub Actions workflows + - package-ecosystem: "github-actions" + directory: "/" + schedule: + interval: "weekly" + day: "monday" + time: "09:00" + timezone: "Asia/Seoul" + labels: + - "dependencies" + groups: + github-actions: + update-types: + - "minor" + - "patch" diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml new file mode 100644 index 0000000..9da6933 --- /dev/null +++ b/.github/workflows/release.yml @@ -0,0 +1,167 @@ +name: Release + +on: + push: + tags: + - 'v*' + workflow_dispatch: + +jobs: + release: + runs-on: ubuntu-latest + env: + VERSION: '0.0.0' + permissions: + contents: write + id-token: write + + steps: + # ================================================================= + # 1. SETUP + # ================================================================= + - name: Checkout code + uses: actions/checkout@v7 + + - name: Initialize VERSION + run: | + if [[ "${GITHUB_REF}" == refs/tags/v* ]]; then + echo "VERSION=${GITHUB_REF_NAME#v}" >> $GITHUB_ENV + else + echo "VERSION=0.0.0" >> $GITHUB_ENV + fi + + - name: Set up Java + uses: actions/setup-java@v5 + with: + java-version: '21' + distribution: 'temurin' + cache: 'maven' + server-id: central + server-username: MAVEN_CENTRAL_USERNAME + server-password: MAVEN_CENTRAL_PASSWORD + gpg-private-key: ${{ secrets.MAVEN_GPG_KEY }} + gpg-passphrase: ${{ secrets.MAVEN_GPG_PASSPHRASE }} + + - name: Set up Python + uses: actions/setup-python@v6 + with: + python-version: '3.12' + + - name: Install uv + uses: astral-sh/setup-uv@v7 + + - name: Set up Node.js and pnpm + uses: actions/setup-node@v6 + with: + node-version: '20' + registry-url: 'https://registry.npmjs.org' + + - name: Install pnpm + uses: pnpm/action-setup@v6 + with: + version: 9 + + # ================================================================= + # 2. BUILD & TEST + # ================================================================= + - name: Build and test all packages + run: ./scripts/build-all.sh ${{ env.VERSION }} + + # ================================================================= + # 3. VERIFY CLI OPTIONS (before deploy) + # ================================================================= + - name: Install opendataloader-pdf CLI + # --system installs into the setup-python interpreter; without it (or an + # active venv) `uv pip install` aborts with "No virtual environment found". + run: uv pip install --system ./python/opendataloader-pdf/dist/*.whl + + - name: Run CLI verification + # ci-verify.py writes its own markdown table to $GITHUB_STEP_SUMMARY, + # so no separate summary step is needed here. + run: python verification/ci-verify.py + + - name: Upload verification report + if: always() + uses: actions/upload-artifact@v7 + with: + name: verification-report-release + path: verification/verification-report-ci.txt + retention-days: 30 + + # ================================================================= + # 4. DEPLOY (only on tag push) + # ================================================================= + - name: '[Java] Deploy to Maven Central' + if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + run: mvn -B -pl opendataloader-pdf-core deploy -P release + working-directory: ./java + env: + MAVEN_CENTRAL_USERNAME: ${{ secrets.MAVEN_CENTRAL_USERNAME }} + MAVEN_CENTRAL_PASSWORD: ${{ secrets.MAVEN_CENTRAL_PASSWORD }} + MAVEN_GPG_KEY: ${{ secrets.MAVEN_GPG_KEY }} + MAVEN_GPG_PASSPHRASE: ${{ secrets.MAVEN_GPG_PASSPHRASE }} + + - name: '[Python] Publish to PyPI' + if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + uses: pypa/gh-action-pypi-publish@release/v1 + with: + packages-dir: ./python/opendataloader-pdf/dist + + - name: '[Node.js] Publish to npm' + if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + run: pnpm publish --no-git-checks + working-directory: ./node/opendataloader-pdf + env: + NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }} + + # ================================================================= + # 5. GITHUB RELEASE (only on tag push) + # ================================================================= + - name: Package CLI as ZIP + if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + run: | + cd java/opendataloader-pdf-cli/target + mkdir -p release + cp "opendataloader-pdf-cli-${{ env.VERSION }}.jar" release/ + cp ../../../README.md release/ + cp ../../../LICENSE release/ + cp ../../../NOTICE release/ + cp -r ../../../THIRD_PARTY release/ + cd release + zip -r "../opendataloader-pdf-cli-${{ env.VERSION }}.zip" . + cd ../.. + + - name: Create GitHub Release + if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + uses: softprops/action-gh-release@v3 + with: + tag_name: ${{ github.ref_name }} + name: Release ${{ github.ref_name }} + generate_release_notes: true + files: | + java/opendataloader-pdf-cli/target/opendataloader-pdf-cli-${{ env.VERSION }}.zip + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + # ================================================================= + # 6. SYNC DOCS TO HOMEPAGE (only on tag push) + # ================================================================= + - name: Generate reference docs + if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + run: | + mkdir -p content/docs/reference + node scripts/generate-options.mjs + node scripts/generate-schema.mjs + + - name: Push reference docs to homepage + if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + # Pinned to v1.7.3 for security - verify before updating + uses: cpina/github-action-push-to-another-repository@55306faa4ed53b815ae49e564af8cfb359d32ae2 # v1.7.3 + with: + source-directory: 'content/docs/reference' + destination-github-username: 'opendataloader-project' + destination-repository-name: 'opendataloader.org' + target-directory: 'apps/v1/content/docs/reference' + target-branch: main + env: + API_TOKEN_GITHUB: ${{ secrets.HOMEPAGE_SYNC_TOKEN }} diff --git a/.github/workflows/test-benchmark.yml b/.github/workflows/test-benchmark.yml new file mode 100644 index 0000000..f37a295 --- /dev/null +++ b/.github/workflows/test-benchmark.yml @@ -0,0 +1,200 @@ +name: Test & Benchmark + +on: + pull_request: + branches: [main] + paths: + - 'java/**' + - 'python/**' + - 'node/**' + - 'scripts/**' + - 'verification/**' + - 'samples/**' + - '.github/workflows/**' + workflow_dispatch: + +concurrency: + group: ci-${{ github.event.pull_request.number || github.ref }} + cancel-in-progress: true + +permissions: + contents: read + +jobs: + test: + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v7 + + - name: Setup Java + uses: actions/setup-java@v5 + with: + distribution: 'temurin' + java-version: '21' + + - name: Setup Python + uses: actions/setup-python@v6 + with: + python-version: '3.12' + + - name: Setup uv + uses: astral-sh/setup-uv@v7 + + - name: Setup Node.js + uses: actions/setup-node@v6 + with: + node-version: '20' + + - name: Setup pnpm + run: npm install -g pnpm + + - name: Build & Test All + run: ./scripts/build-all.sh + + - name: Install opendataloader-pdf CLI + # --system installs into the setup-python interpreter; without it (or an + # active venv) `uv pip install` aborts with "No virtual environment found". + run: uv pip install --system ./python/opendataloader-pdf/dist/*.whl + + - name: Run CLI verification + # ci-verify.py writes its own markdown table to $GITHUB_STEP_SUMMARY, + # so no separate summary step is needed here. + run: python verification/ci-verify.py + + - name: Upload verification report + if: always() + uses: actions/upload-artifact@v7 + with: + name: verification-report-ci + path: verification/verification-report-ci.txt + retention-days: 7 + + - name: Upload coverage to Codecov + uses: codecov/codecov-action@v7 + with: + files: java/opendataloader-pdf-core/target/site/jacoco/jacoco.xml + fail_ci_if_error: false + token: ${{ secrets.CODECOV_TOKEN }} + + - name: Upload build artifacts + uses: actions/upload-artifact@v7 + with: + name: java-build + path: java/opendataloader-pdf-cli/target/*.jar + retention-days: 1 + + benchmark: + needs: test + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v7 + + - name: Setup Java + uses: actions/setup-java@v5 + with: + distribution: 'temurin' + java-version: '21' + + - name: Download build artifacts + uses: actions/download-artifact@v8 + with: + name: java-build + path: java/opendataloader-pdf-cli/target/ + + - name: Setup Python + uses: actions/setup-python@v6 + with: + python-version: '3.13' + + - name: Setup uv + uses: astral-sh/setup-uv@v7 + + - name: Run benchmark + run: ./scripts/bench.sh --skip-build --check-regression + + - name: Benchmark summary + if: always() + run: | + python3 << 'PYEOF' + import json, os, sys + from pathlib import Path + + eval_path = Path("/tmp/opendataloader-bench/prediction/opendataloader/evaluation.json") + thresh_path = Path("/tmp/opendataloader-bench/thresholds.json") + + summary_file = os.environ.get("GITHUB_STEP_SUMMARY", "/dev/null") + + if not eval_path.exists() or not thresh_path.exists(): + with open(summary_file, "a") as f: + f.write("## Benchmark Results\n\nBenchmark did not produce evaluation results.\n") + sys.exit(0) + + try: + with open(eval_path) as f: + eval_data = json.load(f) + with open(thresh_path) as f: + thresholds = json.load(f) + except json.JSONDecodeError as e: + with open(summary_file, "a") as f: + f.write(f"## Benchmark Results\n\nFailed to parse results: {e}\n") + sys.exit(0) + + scores = eval_data.get("metrics", {}).get("score", {}) + table_detection = eval_data.get("table_detection", {}) + speed = eval_data.get("speed", {}) + triage = eval_data.get("triage", {}) + tol = thresholds.get("regression_tolerance", 0) + + rows = [] + + for key, label, src in [ + ("nid", "NID", scores.get("nid_mean")), + ("teds", "TEDS", scores.get("teds_mean")), + ("mhs", "MHS", scores.get("mhs_mean")), + ("table_detection_f1", "Table Detection F1", table_detection.get("f1")), + ]: + t = thresholds.get(key) + if src is not None and t is not None: + effective = t - tol + status = "✅" if src >= effective else "❌" + rows.append(f"| {label} | {src:.4f} | ≥ {effective:.2f} | {status} |") + + elapsed = speed.get("elapsed_per_doc") + elapsed_thresh = thresholds.get("elapsed_per_doc") + if elapsed is not None and elapsed_thresh is not None: + status = "✅" if elapsed <= elapsed_thresh else "❌" + rows.append(f"| Speed | {elapsed:.2f}s/doc | ≤ {elapsed_thresh}s/doc | {status} |") + + if triage: + tr_recall = triage.get("recall") + tr_thresh = thresholds.get("triage_recall") + if tr_recall is not None and tr_thresh is not None: + effective = tr_thresh - tol + status = "✅" if tr_recall >= effective else "❌" + rows.append(f"| Triage Recall | {tr_recall:.4f} | ≥ {effective:.2f} | {status} |") + + tr_fn = triage.get("fn_count") + tr_fn_max = thresholds.get("triage_fn_max") + if tr_fn is not None and tr_fn_max is not None: + status = "✅" if tr_fn <= tr_fn_max else "❌" + rows.append(f"| Triage FN | {tr_fn} | ≤ {tr_fn_max} | {status} |") + + with open(summary_file, "a") as f: + f.write("## Benchmark Results\n\n") + f.write("| Metric | Score | Threshold | Status |\n") + f.write("|--------|-------|-----------|--------|\n") + for row in rows: + f.write(row + "\n") + + if not rows: + f.write("| (no metrics found) | | | |\n") + PYEOF + + - name: Upload evaluation results + uses: actions/upload-artifact@v7 + if: always() + with: + name: benchmark-results + path: /tmp/opendataloader-bench/prediction/opendataloader/evaluation.json diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..6fd2162 --- /dev/null +++ b/.gitignore @@ -0,0 +1,89 @@ +*.class + +# OS specific files +.DS_Store +Thumbs.db + +# IDE / Editor files +**/.idea/ +**/.vscode/ +*.iml +*.ipr +*.iws + +# Emacs +\#*\# +*~ +.#* + +# Vim +*.swp +*.swo +*.swn + +# Java (Maven & Gradle) +**/target/ +**/build/ +**/bin/ +**/.gradle/ +**/*.jar +**/*.war +**/*.ear +**/dependency-reduced-pom.xml +**/.flattened-pom.xml + +# Logs +*.log +logs/ +**/logs/ +**/npm-debug.log* +**/yarn-debug.log* +**/yarn-error.log* +**/pnpm-debug.log* + +# Node.js +**/node_modules/ +**/.next/ +**/.turbo/ +**/dist/ +**/.cache/ +*.tsbuildinfo + +# Python +**/__pycache__/ +**/*.py[cod] +*.pyo +*.pyd +*.so +**/.venv/ +**/.env +**/.env.* +*.egg-info/ +**/.eggs/ +**/.mypy_cache/ +**/.pytest_cache/ +**/.coverage +**/htmlcov/ + +# Temporary / Generated +**/tmp/ +**/temp/ + +# Git worktrees +.worktrees/ + +# Auto-generated reference docs (CI-only, not tracked) +content/docs/ + +# Configuration files +.claude/settings.local.json +.claude/plans/ + +# Verification reports (local runs only; CI reports are uploaded as artifacts) +verification/verification-report-local.txt +verification/verification-report-ci.txt + +# Local fixture generator (kept out of the repo: fixtures are committed +# binaries; regeneration is rare and the generator needs pikepdf/reportlab) +scripts/generate-test-fixtures.py + diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 0000000..137095b --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1,5 @@ +# Changelog + +## 0.1.0 + +- Initial release. \ No newline at end of file diff --git a/CLAUDE.md b/CLAUDE.md new file mode 100644 index 0000000..3ddce72 --- /dev/null +++ b/CLAUDE.md @@ -0,0 +1,25 @@ +# CLAUDE.md + +## Gotchas + +After changing CLI options in Java, **must** run `npm run sync` — this regenerates `options.json` and all Python/Node.js bindings. Forgetting this silently breaks the wrappers. + +When using `--enrich-formula` or `--enrich-picture-description` on the hybrid server, the client **must** use `--hybrid-mode full`. Otherwise enrichments are silently skipped (they only run on the backend, not in Java). + +Processing uses `ForkJoinPool(availableProcessors)` for per-page parallelism. All `StaticContainers` and `StaticLayoutContainers` ThreadLocal state must be propagated to worker threads via `propagateState.run()` — missing a ThreadLocal causes silent data loss or NPE in parallel mode. + +Hidden text detection (`--filter-hidden-text`) is **off by default** — it requires per-page PDF rendering via `ContrastRatioConsumer` which cannot be parallelized safely. + +`--format` values name **output file kinds only** (json, text, html, pdf, markdown, tagged-pdf). Markdown rendering modifiers and image extraction are separate flags: `--markdown-with-html` for HTML-in-Markdown, `--image-output off|embedded|external` for image control. `markdown-with-html` and `markdown-with-images` are still accepted as `--format` values for one major release but emit a deprecation warning and will be removed. + +## Conventions + +Manual docs live in opendataloader.org repo. Reference docs (CLI options, JSON schema) are auto-generated by CI at release time and pushed to opendataloader.org. No MDX files are tracked in this repo. + +## Benchmark + +- `./scripts/bench.sh` — Run benchmark (auto-clones opendataloader-bench for PDFs and evaluation logic) +- `./scripts/bench.sh --doc-id ` — Debug specific document +- `./scripts/bench.sh --check-regression` — CI mode with threshold check +- Benchmark code lives in [opendataloader-bench](https://github.com/opendataloader-project/opendataloader-bench) +- Metrics: **NID** (reading order), **TEDS** (table structure), **MHS** (heading structure), **Table Detection F1**, **Speed** diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md new file mode 100644 index 0000000..dfc4b1d --- /dev/null +++ b/CODE_OF_CONDUCT.md @@ -0,0 +1,129 @@ +# Contributor Covenant Code of Conduct + +## Our Pledge + +We as members, contributors, and leaders pledge to make participation in our +community a harassment-free experience for everyone, regardless of age, body +size, visible or invisible disability, ethnicity, sex characteristics, gender +identity and expression, level of experience, education, socio-economic status, +nationality, personal appearance, race, religion, or sexual identity +and orientation. + +We pledge to act and interact in ways that contribute to an open, welcoming, +diverse, inclusive, and healthy community. + +## Our Standards + +Examples of behavior that contributes to a positive environment for our +community include: + +- Demonstrating empathy and kindness toward other people +- Being respectful of differing opinions, viewpoints, and experiences +- Giving and gracefully accepting constructive feedback +- Accepting responsibility and apologizing to those affected by our mistakes, + and learning from the experience +- Focusing on what is best not just for us as individuals, but for the + overall community + +Examples of unacceptable behavior include: + +- The use of sexualized language or imagery, and sexual attention or + advances of any kind +- Trolling, insulting or derogatory comments, and personal or political attacks +- Public or private harassment +- Publishing others' private information, such as a physical or email + address, without their explicit permission +- Other conduct which could reasonably be considered inappropriate in a + professional setting + +## Enforcement Responsibilities + +Community leaders are responsible for clarifying and enforcing our standards of +acceptable behavior and will take appropriate and fair corrective action in +response to any behavior that they deem inappropriate, threatening, offensive, +or harmful. + +Community leaders have the right and responsibility to remove, edit, or reject +comments, commits, code, wiki edits, issues, and other contributions that are +not aligned to this Code of Conduct, and will communicate reasons for moderation +decisions when appropriate. + +## Scope + +This Code of Conduct applies within all community spaces, and also applies when +an individual is officially representing the community in public spaces. +Examples of representing our community include using an official e-mail address, +posting via an official social media account, or acting as an appointed +representative at an online or offline event. + +## Enforcement + +Instances of abusive, harassing, or otherwise unacceptable behavior may be +reported to the community leaders responsible for enforcement using +[open.dataloader@hancom.com](mailto:open.dataloader@hancom.com). + +All complaints will be reviewed and investigated promptly and fairly. + +All community leaders are obligated to respect the privacy and security of the +reporter of any incident. + +## Enforcement Guidelines + +Community leaders will follow these Community Impact Guidelines in determining +the consequences for any action they deem in violation of this Code of Conduct: + +### 1. Correction + +**Community Impact**: Use of inappropriate language or other behavior deemed +unprofessional or unwelcome in the community. + +**Consequence**: A private, written warning from community leaders, providing +clarity around the nature of the violation and an explanation of why the +behavior was inappropriate. A public apology may be requested. + +### 2. Warning + +**Community Impact**: A violation through a single incident or series +of actions. + +**Consequence**: A warning with consequences for continued behavior. No +interaction with the people involved, including unsolicited interaction with +those enforcing the Code of Conduct, for a specified period of time. This +includes avoiding interactions in community spaces as well as external channels +like social media. Violating these terms may lead to a temporary or +permanent ban. + +### 3. Temporary Ban + +**Community Impact**: A serious violation of community standards, including +sustained inappropriate behavior. + +**Consequence**: A temporary ban from any sort of interaction or public +communication with the community for a specified period of time. No public or +private interaction with the people involved, including unsolicited interaction +with those enforcing the Code of Conduct, is allowed during this period. +Violating these terms may lead to a permanent ban. + +### 4. Permanent Ban + +**Community Impact**: Demonstrating a pattern of violation of community +standards, including sustained inappropriate behavior, harassment of an +individual, or aggression toward or disparagement of classes of individuals. + +**Consequence**: A permanent ban from any sort of public interaction within +the community. + +## Attribution + +This Code of Conduct is adapted from the [Contributor Covenant](https://www.contributor-covenant.org)], +version 2.0, available at +[https://www.contributor-covenant.org/version/2/0/code_of_conduct.html](https://www.contributor-covenant.org/version/2/0/code_of_conduct.html). + +Community Impact Guidelines were inspired by [Mozilla's code of conduct +enforcement ladder](https://github.com/mozilla/diversity). + +Homepage: [https://www.contributor-covenant.org](https://www.contributor-covenant.org) + +For answers to common questions about this code of conduct, see the FAQ at +[https://www.contributor-covenant.org/faq](https://www.contributor-covenant.org/faq). Translations are available at +[https://www.contributor-covenant.org/translations](https://www.contributor-covenant.org/translations). diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..ba6d27e --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,138 @@ +# Contributing to This Project + +Thank you for your interest in contributing! +We welcome contributions from everyone. This document outlines the guidelines for how to contribute effectively and +respectfully. + +--- + +## 📌 Types of Contributions We Welcome + +We appreciate various kinds of contributions, including but not limited to: + +- 🛠️ **Code contributions** (bug fixes, performance improvements, new features) +- 🐞 **Bug reports** +- 💡 **Feature suggestions** +- ❓ **Questions and discussions** +- 📚 **Improving documentation** + +--- + +## ❓ How to Ask Questions + +If you have questions: + +1. Check the [README](./README.md) and + existing [issues](https://github.com/opendataloader-project/opendataloader-pdf/issues) first. +2. If your question hasn't been addressed, open a new issue using the `Question` label. + +--- + +## 🐛 How to Report Bugs + +When reporting a bug, please include the following: + +- A clear and descriptive title +- Steps to reproduce the issue +- Expected vs actual behavior +- Environment info (OS, version, etc.) +- Logs or screenshots if available + +Use the **Bug Report** issue template when creating the issue. + +--- + +## 💡 How to Suggest a Feature + +To suggest a new feature: + +1. Search existing issues to avoid duplicates. +2. If it's new, open a new issue using the **Feature Request** template. +3. Describe your idea, use cases, and possible alternatives. + +--- + +## 🔧 How to Contribute Code + +### Step-by-Step Process + +1. **Fork** the repository. +2. **Clone** your fork: + + ```bash + git clone https://github.com/your-username/opendataloader-pdf.git + cd opendataloader-pdf + ``` + +3. **Create a feature branch:** + + ```bash + git checkout -b my-feature + ``` + +4. **Build** the project: + + **Prerequisites:** Java 11+, Maven, Python 3.10+, uv, Node.js 20+, pnpm + See the [Development Workflow guide](https://opendataloader.org/docs/development-workflow) for OS-specific install instructions. + + ```bash + # Build Java packages + npm run build-java + + # If you changed CLI options in Java, sync bindings (regenerates options.json, Python/Node.js wrappers) + npm run sync + ``` + + > **Important**: If you modified any CLI options in Java, you **must** run `npm run sync` before committing. This regenerates `options.json` and all Python/Node.js bindings. Forgetting this silently breaks the wrappers. + +5. Make your changes and commit them. +6. **Push** your branch: + + ```bash + git push origin my-feature + ``` + +7. **Open a Pull Request** (PR) against the `main` branch. +8. Respond to review comments and update your PR as needed. + +--- + +## 🧹 Coding Style & Guidelines + +- Follow existing code conventions. +- Run linters/formatters before committing. +- Write unit tests for any new or changed logic. +- Run `./scripts/bench.sh` before submitting a PR — CI will fail if benchmark scores drop below thresholds. +- Keep your changes minimal and focused. + +## ✅ Commit Message Guidelines + +Use the following format: + +``` + +``` + +### Common types: + +- Add: New feature +- Fix: Bug fix +- Update: Code update + +## 📝 CLA / DCO Requirements + +Depending on your contribution, we may ask you to sign: + +- CLA – Contributor License Agreement +- DCO – Developer Certificate of Origin + +To sign the DCO, add `Signed-off-by` to your commit message: + +``` +git commit -s -m "your message" +``` + +Make sure your Git config contains your real name and email. + +Thank you again for helping us improve this project! 🙌 +If you have any questions, open an issue or join the discussion. diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..57bc88a --- /dev/null +++ b/LICENSE @@ -0,0 +1,202 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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For the +complete source code and detailed copyright notices and license information +for each third-party component, please visit: + + https://github.com/opendataloader-project/opendataloader-pdf + + +THIRD-PARTY LICENSES + +This project includes third-party libraries and components, licensed under +their respective open source licenses. For details, see: + + THIRD_PARTY/THIRD_PARTY_LICENSES.md + THIRD_PARTY/THIRD_PARTY_NOTICES.md + THIRD_PARTY/licenses/ + + +HISTORICAL NOTE + +Versions of OpenDataLoader PDF prior to 2.0 were licensed under the +Mozilla Public License 2.0 (MPL-2.0). From version 2.0 onwards, the +project is licensed under the Apache License 2.0. diff --git a/README.md b/README.md new file mode 100644 index 0000000..0b51db6 --- /dev/null +++ b/README.md @@ -0,0 +1,603 @@ + + +# OpenDataLoader PDF + +**PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.** + +[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://github.com/opendataloader-project/opendataloader-pdf/blob/main/LICENSE) +[![PyPI version](https://img.shields.io/pypi/v/opendataloader-pdf.svg)](https://pypi.org/project/opendataloader-pdf/) +[![npm version](https://img.shields.io/npm/v/@opendataloader/pdf.svg)](https://www.npmjs.com/package/@opendataloader/pdf) +[![Maven Central](https://img.shields.io/maven-central/v/org.opendataloader/opendataloader-pdf-core.svg)](https://search.maven.org/artifact/org.opendataloader/opendataloader-pdf-core) +[![Java](https://img.shields.io/badge/Java-11%2B-blue.svg)](https://github.com/opendataloader-project/opendataloader-pdf#java) + +opendataloader-project%2Fopendataloader-pdf | Trendshift + +🔍 **PDF parser for AI data extraction** — Extract Markdown, JSON (with bounding boxes), and HTML from any PDF. #1 in benchmarks (0.907 overall). Deterministic local mode + AI hybrid mode for complex pages. + +- **How accurate is it?** — #1 in benchmarks: 0.907 overall, 0.928 table accuracy across 200 real-world PDFs including multi-column and scientific papers. Deterministic local mode + AI hybrid mode for complex pages ([benchmarks](#extraction-benchmarks)) +- **Scanned PDFs and OCR?** — Yes. Built-in OCR (80+ languages) in hybrid mode. Works with poor-quality scans at 300 DPI+ ([hybrid mode](#hybrid-mode-1-accuracy-for-complex-pdfs)) +- **Tables, formulas, images, charts?** — Yes. Complex/borderless tables, LaTeX formulas, and AI-generated picture/chart descriptions all via hybrid mode ([hybrid mode](#hybrid-mode-1-accuracy-for-complex-pdfs)) +- **How do I use this for RAG?** — `pip install opendataloader-pdf`, convert in 3 lines. Outputs structured Markdown for chunking, JSON with bounding boxes for source citations, and HTML. LangChain integration available. Python, Node.js, Java SDKs ([quick start](#get-started-in-30-seconds) | [LangChain](#langchain-integration)) + +♿ **PDF accessibility automation** — Auto-tag untagged PDFs into screen-reader-ready Tagged PDFs at scale. First open-source tool to generate Tagged PDFs end-to-end. + +- **What's the problem?** — Accessibility regulations are now enforced worldwide. Manual PDF remediation costs $50–200 per document and doesn't scale ([regulations](#pdf-accessibility--pdfua-conversion)) +- **What's free?** — Layout analysis + auto-tagging (Apache 2.0). Untagged PDF in → Tagged PDF out. No proprietary SDK dependency ([auto-tagging](#auto-tagging)) +- **What about PDF/UA compliance?** — Converting Tagged PDF to PDF/UA-1 or PDF/UA-2 is an enterprise add-on. Auto-tagging generates the Tagged PDF; PDF/UA export is the final step ([pipeline](#accessibility-pipeline)) +- **Why trust this?** — Built in collaboration with [Dual Lab](https://duallab.com) ([veraPDF](https://verapdf.org) developers) based on [PDF Association](https://pdfa.org) specifications, best practice guides and expertise of the [PDF Community](https://pdfa.org/community/). Auto-tagging follows the [Well-Tagged PDF specification](https://pdfa.org/wtpdf/), validated with veraPDF ([collaboration](https://opendataloader.org/docs/tagged-pdf-collaboration)) + +## Get Started in 30 Seconds + +**Requires**: Java 11+ and Python 3.10+ ([Node.js](https://opendataloader.org/docs/quick-start-nodejs) | [Java](https://opendataloader.org/docs/quick-start-java) also available) + +> Before you start: run `java -version`. If not found, install JDK 11+ from [Adoptium](https://adoptium.net/). + +```bash +pip install -U opendataloader-pdf +``` + +```python +import opendataloader_pdf + +# Batch all files in one call — each convert() spawns a JVM process, so repeated calls are slow +opendataloader_pdf.convert( + input_path=["file1.pdf", "file2.pdf", "folder/"], + output_dir="output/", + format="markdown,json" +) +``` + +![OpenDataLoader PDF layout analysis — headings, tables, images detected with bounding boxes](https://raw.githubusercontent.com/opendataloader-project/opendataloader-pdf/main/samples/image/example_annotated_pdf.png) + +*Annotated PDF output — each element (heading, paragraph, table, image) detected with bounding boxes and semantic type.* + +## What Problems Does This Solve? + +| Problem | Solution | Status | +|---------|----------|--------| +| **PDF structure lost during parsing** — wrong reading order, broken tables, no element coordinates | Deterministic local PDF to Markdown/JSON with bounding boxes, XY-Cut++ reading order | Shipped | +| **Complex tables, scanned PDFs, formulas, charts** need AI-level understanding | Hybrid mode routes complex pages to AI backend (#1 in benchmarks) | Shipped | +| **Manual PDF remediation cost** — Accessibility regulations (EAA, ADA, Section 508) demand Tagged PDFs. Manual remediation costs $50–200/doc | Auto-tag untagged PDFs into Tagged PDFs (free, Apache 2.0). Foundation for PDF/UA workflows; full PDF/UA-1/2 export is an enterprise add-on | Auto-tag: Shipped. PDF/UA export: Enterprise | + +## Capability Matrix + +| Capability | Supported | Tier | +|------------|-----------|------| +| **Data extraction** | | | +| Extract text with correct reading order | Yes | Free | +| Bounding boxes for every element | Yes | Free | +| Table extraction (simple borders) | Yes | Free | +| Table extraction (complex/borderless) | Yes | Free (Hybrid) | +| Heading hierarchy detection | Yes | Free | +| List detection (numbered, bulleted, nested) | Yes | Free | +| Image extraction with coordinates | Yes | Free | +| AI chart/image description | Yes | Free (Hybrid) | +| OCR for scanned PDFs | Yes | Free (Hybrid) | +| Formula extraction (LaTeX) | Yes | Free (Hybrid) | +| Tagged PDF structure extraction | Yes | Free | +| AI safety (prompt injection filtering) | Yes | Free | +| Header/footer/watermark filtering | Yes | Free | +| **Accessibility** | | | +| Auto-tagging → Tagged PDF for untagged PDFs | Yes | Free (Apache 2.0) | +| PDF/UA-1, PDF/UA-2 export | 💼 Available | Enterprise | +| Accessibility studio (visual editor) | 💼 Available | Enterprise | +| **Limitations** | | | +| Process Word/Excel/PPT | No | — | +| GPU required | No | — | + +## Extraction Benchmarks + +**opendataloader-pdf [hybrid] ranks #1 overall (0.907)** across reading order, table, and heading extraction accuracy. + +| Engine | Overall | Reading Order | Table | Heading | Speed (s/page) | License | +|--------|---------|---------------|-------|---------|----------------|---------| +| **opendataloader [hybrid]** | **0.907** | **0.934** | **0.928** | 0.821 | 0.463 | Apache-2.0 | +| nutrient | 0.885 | 0.925 | 0.708 | 0.819 | **0.008** | Commercial | +| docling | 0.882 | 0.898 | 0.887 | **0.824** | 0.762 | MIT | +| marker | 0.861 | 0.890 | 0.808 | 0.796 | 53.932 | GPL-3.0 | +| unstructured [hi_res] | 0.841 | 0.904 | 0.588 | 0.749 | 3.008 | Apache-2.0 | +| edgeparse | 0.837 | 0.894 | 0.717 | 0.706 | 0.036 | Apache-2.0 | +| opendataloader | 0.831 | 0.902 | 0.489 | 0.739 | 0.015 | Apache-2.0 | +| mineru | 0.831 | 0.857 | 0.873 | 0.743 | 5.962 | AGPL-3.0 | +| pymupdf4llm | 0.732 | 0.885 | 0.401 | 0.412 | 0.091 | AGPL-3.0 | +| unstructured | 0.686 | 0.882 | 0.000 | 0.388 | 0.077 | Apache-2.0 | +| markitdown | 0.589 | 0.844 | 0.273 | 0.000 | 0.114 | MIT | +| liteparse | 0.576 | 0.866 | 0.000 | 0.000 | 1.061 | Apache-2.0 | + +> Scores normalized to [0, 1]. Higher is better for accuracy; lower is better for speed. **Bold** = best. [Full benchmark details](https://github.com/opendataloader-project/opendataloader-bench) + +[![Benchmark](https://github.com/opendataloader-project/opendataloader-bench/raw/refs/heads/main/charts/benchmark.png)](https://github.com/opendataloader-project/opendataloader-bench) + +[![Quality Breakdown](https://github.com/opendataloader-project/opendataloader-bench/raw/refs/heads/main/charts/benchmark_quality.png)](https://github.com/opendataloader-project/opendataloader-bench) + +## Which Mode Should I Use? + +| Your Document | Mode | Install | Server Command | Client Command | +|---------------|------|---------|----------------|----------------| +| Standard digital PDF | Fast (default) | `pip install opendataloader-pdf` | None needed | `opendataloader-pdf file1.pdf file2.pdf folder/` | +| Complex or nested tables | **Hybrid** | `pip install "opendataloader-pdf[hybrid]"` | `opendataloader-pdf-hybrid --port 5002` | `opendataloader-pdf --hybrid docling-fast file1.pdf file2.pdf folder/` | +| Scanned / image-based PDF | Hybrid + OCR | `pip install "opendataloader-pdf[hybrid]"` | `opendataloader-pdf-hybrid --port 5002 --force-ocr` | `opendataloader-pdf --hybrid docling-fast file1.pdf file2.pdf folder/` | +| Non-English scanned PDF | Hybrid + OCR | `pip install "opendataloader-pdf[hybrid]"` | `opendataloader-pdf-hybrid --port 5002 --force-ocr --ocr-lang "ko,en"` | `opendataloader-pdf --hybrid docling-fast file1.pdf file2.pdf folder/` | +| Mathematical formulas | Hybrid + formula | `pip install "opendataloader-pdf[hybrid]"` | `opendataloader-pdf-hybrid --enrich-formula` | `opendataloader-pdf --hybrid docling-fast --hybrid-mode full file1.pdf file2.pdf folder/` | +| Charts needing description | Hybrid + picture | `pip install "opendataloader-pdf[hybrid]"` | `opendataloader-pdf-hybrid --enrich-picture-description` | `opendataloader-pdf --hybrid docling-fast --hybrid-mode full file1.pdf file2.pdf folder/` | +| Untagged PDFs needing accessibility | Auto-tagging → Tagged PDF | `pip install opendataloader-pdf` | None needed | `opendataloader-pdf --format tagged-pdf file1.pdf file2.pdf folder/` | + +## Quick Start + +### Python + +```bash +pip install -U opendataloader-pdf +``` + +```python +import opendataloader_pdf + +# Batch all files in one call — each convert() spawns a JVM process, so repeated calls are slow +opendataloader_pdf.convert( + input_path=["file1.pdf", "file2.pdf", "folder/"], + output_dir="output/", + format="markdown,json" +) +``` + +### Node.js + +```bash +npm install @opendataloader/pdf +``` + +```typescript +import { convert } from '@opendataloader/pdf'; + +await convert(['file1.pdf', 'file2.pdf', 'folder/'], { + outputDir: 'output/', + format: 'markdown,json' +}); +``` + +### Java + +```xml + + org.opendataloader + opendataloader-pdf-core + +``` + +[Python Quick Start](https://opendataloader.org/docs/quick-start-python) | [Node.js Quick Start](https://opendataloader.org/docs/quick-start-nodejs) | [Java Quick Start](https://opendataloader.org/docs/quick-start-java) + +## Hybrid Mode: #1 Accuracy for Complex PDFs + +Hybrid mode combines fast local Java processing with AI backends. Simple pages stay local (0.02s); complex pages route to AI for +90% table accuracy. + +```bash +pip install -U "opendataloader-pdf[hybrid]" +``` + +**Terminal 1** — Start the backend server: + +```bash +opendataloader-pdf-hybrid --port 5002 +``` + +**Terminal 2** — Process PDFs: + +```bash +# Batch all files in one call — each invocation spawns a JVM process, so repeated calls are slow +opendataloader-pdf --hybrid docling-fast file1.pdf file2.pdf folder/ +``` + +**Python:** + +```python +# Batch all files in one call — each convert() spawns a JVM process, so repeated calls are slow +opendataloader_pdf.convert( + input_path=["file1.pdf", "file2.pdf", "folder/"], + output_dir="output/", + hybrid="docling-fast" +) +``` + +### OCR for Scanned PDFs + +Start the backend with `--force-ocr` for image-based PDFs with no selectable text: + +```bash +opendataloader-pdf-hybrid --port 5002 --force-ocr +``` + +For non-English documents, specify the language: + +```bash +opendataloader-pdf-hybrid --port 5002 --force-ocr --ocr-lang "ko,en" +``` + +Supported languages: `en`, `ko`, `ja`, `ch_sim`, `ch_tra`, `de`, `fr`, `ar`, and more. + +### Formula Extraction (LaTeX) + +Extract mathematical formulas as LaTeX from scientific PDFs: + +```bash +# Server: enable formula enrichment +opendataloader-pdf-hybrid --enrich-formula + +# Batch all files in one call — each invocation spawns a JVM process, so repeated calls are slow +opendataloader-pdf --hybrid docling-fast --hybrid-mode full file1.pdf file2.pdf folder/ +``` + +Output in JSON: +```json +{ + "type": "formula", + "page number": 1, + "bounding box": [226.2, 144.7, 377.1, 168.7], + "content": "\\frac{f(x+h) - f(x)}{h}" +} +``` + +> **Note**: Formula and picture description enrichments require `--hybrid-mode full` on the client side. + +### Chart & Image Description + +Generate AI descriptions for charts and images — useful for RAG search and accessibility alt text: + +```bash +# Server +opendataloader-pdf-hybrid --enrich-picture-description + +# Batch all files in one call — each invocation spawns a JVM process, so repeated calls are slow +opendataloader-pdf --hybrid docling-fast --hybrid-mode full file1.pdf file2.pdf folder/ +``` + +Output in JSON: +```json +{ + "type": "picture", + "page number": 1, + "bounding box": [72.0, 400.0, 540.0, 650.0], + "description": "A bar chart showing waste generation by region from 2016 to 2030..." +} +``` + +> Uses SmolVLM (256M), a lightweight vision model. Custom prompts supported via `--picture-description-prompt`. + +### Hancom Data Loader Integration — Coming Soon + +Enterprise-grade AI document analysis via [Hancom Data Loader](https://sdk.hancom.com/en/services/1?utm_source=github&utm_medium=readme&utm_campaign=opendataloader-pdf) — customer-customized models trained on your domain-specific documents. 30+ element types (tables, charts, formulas, captions, footnotes, etc.), VLM-based image/chart understanding, complex table extraction (merged cells, nested tables), SLA-backed OCR for scanned documents, and native HWP/HWPX support. Supports PDF, DOCX, XLSX, PPTX, HWP, PNG, JPG. [Live demo](https://livedemo.sdk.hancom.com/en/dataloader?utm_source=github&utm_medium=readme&utm_campaign=opendataloader-pdf) + +[Hybrid Mode Guide](https://opendataloader.org/docs/hybrid-mode) + +## Output Formats + +| Format | Use Case | +|--------|----------| +| **JSON** | Structured data with bounding boxes, semantic types | +| **Markdown** | Clean text for LLM context, RAG chunks | +| **HTML** | Web display with styling | +| **Annotated PDF** | Visual debugging — see detected structures ([sample](https://opendataloader.org/demo/samples/01030000000000)) | +| **Text** | Plain text extraction | + +Combine formats: `format="json,markdown"` + +### JSON Output Example + +```json +{ + "type": "heading", + "id": 42, + "level": "Title", + "page number": 1, + "bounding box": [72.0, 700.0, 540.0, 730.0], + "heading level": 1, + "font": "Helvetica-Bold", + "font size": 24.0, + "text color": "[0.0]", + "content": "Introduction" +} +``` + +| Field | Description | +|-------|-------------| +| `type` | Element type: heading, paragraph, table, list, image, caption, formula | +| `id` | Unique identifier for cross-referencing | +| `page number` | 1-indexed page reference | +| `bounding box` | `[left, bottom, right, top]` in PDF points (72pt = 1 inch) | +| `heading level` | Heading depth (1+) | +| `content` | Extracted text | + +[Full JSON Schema](https://opendataloader.org/docs/reference/json-schema) + +## Advanced Features + +### Tagged PDF Support + +When a PDF has structure tags, OpenDataLoader extracts the **exact layout** the author intended — no guessing, no heuristics. Headings, lists, tables, and reading order are preserved from the source. + +> **Output quality depends on tag quality.** Not all tagged PDFs are well-tagged. For PDFs with sparse or incorrect tags, the default heuristic mode or `--hybrid docling-fast` often produces better results. + +```python +# Batch all files in one call — each convert() spawns a JVM process, so repeated calls are slow +opendataloader_pdf.convert( + input_path=["file1.pdf", "file2.pdf", "folder/"], + output_dir="output/", + use_struct_tree=True # Use native PDF structure tags +) +``` + +Most PDF parsers ignore structure tags entirely. [Learn more](https://opendataloader.org/docs/tagged-pdf) + +### AI Safety: Prompt Injection Protection + +PDFs can contain hidden prompt injection attacks. OpenDataLoader automatically filters: + +- Hidden text (transparent, zero-size fonts) +- Off-page content +- Suspicious invisible layers + +To sanitize sensitive data (emails, URLs, phone numbers → placeholders), enable it explicitly: + +```bash +# Batch all files in one call — each invocation spawns a JVM process, so repeated calls are slow +opendataloader-pdf file1.pdf file2.pdf folder/ --sanitize +``` + +[AI Safety Guide](https://opendataloader.org/docs/ai-safety) + +### LangChain Integration + +```bash +pip install -U langchain-opendataloader-pdf +``` + +```python +from langchain_opendataloader_pdf import OpenDataLoaderPDFLoader + +loader = OpenDataLoaderPDFLoader( + file_path=["file1.pdf", "file2.pdf", "folder/"], + format="text" +) +documents = loader.load() +``` + +[LangChain Docs](https://docs.langchain.com/oss/python/integrations/document_loaders/opendataloader_pdf) | [GitHub](https://github.com/opendataloader-project/langchain-opendataloader-pdf) | [PyPI](https://pypi.org/project/langchain-opendataloader-pdf/) + +### Advanced Options + +```python +# Batch all files in one call — each convert() spawns a JVM process, so repeated calls are slow +opendataloader_pdf.convert( + input_path=["file1.pdf", "file2.pdf", "folder/"], + output_dir="output/", + format="json,markdown,pdf", + image_output="embedded", # "off", "embedded" (Base64), or "external" (default) + image_format="jpeg", # "png" or "jpeg" + use_struct_tree=True, # Use native PDF structure +) +``` + +[Full CLI Options Reference](https://opendataloader.org/docs/reference/cli-options) + +## PDF Accessibility & PDF/UA Conversion + +**Problem**: Millions of existing PDFs lack structure tags, failing accessibility regulations (EAA, ADA/Section 508, Korea Digital Inclusion Act). Manual remediation costs $50–200 per document and doesn't scale. + +**OpenDataLoader's approach**: Built in collaboration with [PDF Association](https://pdfa.org) and [Dual Lab](https://duallab.com) (developers of [veraPDF](https://verapdf.org), the industry-reference open-source PDF/A and PDF/UA validator). Auto-tagging follows the [Well-Tagged PDF specification](https://pdfa.org/resource/well-tagged-pdf/) and is validated programmatically using veraPDF — automated conformance checks against PDF accessibility standards, not manual review. No existing open-source tool generates Tagged PDFs end-to-end — most rely on proprietary SDKs for the tag-writing step. OpenDataLoader does it all under Apache 2.0. ([collaboration details](https://opendataloader.org/docs/tagged-pdf-collaboration)) + +| Regulation | Deadline | Requirement | +|------------|----------|-------------| +| **European Accessibility Act (EAA)** | June 28, 2025 | Accessible digital products across the EU | +| **ADA & Section 508** | In effect | U.S. federal agencies and public accommodations | +| **Digital Inclusion Act** | In effect | South Korea digital service accessibility | + +### Standards & Validation + +| Aspect | Detail | +|--------|--------| +| **Specification** | [Well-Tagged PDF](https://pdfa.org/resource/well-tagged-pdf/) by PDF Association | +| **Validation** | [veraPDF](https://verapdf.org) — industry-reference open-source PDF/A & PDF/UA validator | +| **Collaboration** | PDF Association + [Dual Lab](https://duallab.com) (veraPDF developers) co-develop tagging and validation | +| **License** | Auto-tagging → Tagged PDF: Apache 2.0 (free). PDF/UA export: Enterprise | + +### Accessibility Pipeline + +| Step | Feature | Status | Tier | +|------|---------|--------|------| +| 1. **Audit** | Read existing PDF tags, detect untagged PDFs | Shipped | Free | +| 2. **Auto-tag → Tagged PDF** | Generate structure tags for untagged PDFs | Shipped | Free (Apache 2.0) | +| 3. **Export PDF/UA** | Convert to PDF/UA-1 or PDF/UA-2 compliant files | 💼 Available | Enterprise | +| 4. **Visual editing** | Accessibility studio — review and fix tags | 💼 Available | Enterprise | + +> **💼 Enterprise features** are available on request. [Contact us](https://opendataloader.org/contact) to get started. + +### Auto-Tagging + +Generate Tagged PDFs from untagged PDFs — output is a screen-reader-ready PDF with structure tags (headings, paragraphs, lists, tables, reading order). + +```python +import opendataloader_pdf + +# Untagged PDF in → Tagged PDF out +opendataloader_pdf.convert( + input_path=["file1.pdf", "file2.pdf", "folder/"], + output_dir="output/", + format="tagged-pdf" +) +``` + +```bash +# CLI +opendataloader-pdf --format tagged-pdf file1.pdf file2.pdf folder/ +``` + +Combine with other formats: `format="json,tagged-pdf"`. + +### End-to-End Compliance Workflow + +``` +Existing PDFs (untagged) + │ + ▼ +┌─────────────────┐ ┌──────────────────┐ ┌─────────────────┐ ┌──────────────────┐ +│ 1. Audit │───>│ 2. Auto-Tag │───>│ 3. Export │───>│ 4. Studio │ +│ (check tags) │ │ (→ Tagged PDF) │ │ (PDF/UA) │ │ (visual editor) │ +└─────────────────┘ └──────────────────┘ └─────────────────┘ └──────────────────┘ + │ │ │ │ + ▼ ▼ ▼ ▼ + use_struct_tree format="tagged-pdf" PDF/UA export Accessibility Studio + (Available now) (Available, Apache 2.0) (Enterprise) (Enterprise) +``` + +[PDF Accessibility Guide](https://opendataloader.org/docs/accessibility-compliance) + +## Roadmap + +| Feature | Timeline | Tier | +|---------|----------|------| +| **[Hancom Data Loader](https://sdk.hancom.com/en/services/1?utm_source=github&utm_medium=readme&utm_campaign=opendataloader-pdf)** — Enterprise AI document analysis, customer-customized models, VLM-based chart/image understanding, production-grade OCR | Q2-Q3 2026 | Planned | +| **Structure validation** — Verify PDF tag trees | Q3 2026 | Planned | + +[Full Roadmap](https://opendataloader.org/docs/upcoming-roadmap) + +## Frequently Asked Questions + +### What is the best PDF parser for RAG? + +For RAG pipelines, you need a parser that preserves document structure, maintains correct reading order, and provides element coordinates for citations. OpenDataLoader is designed specifically for this — it outputs structured JSON with bounding boxes, handles multi-column layouts with XY-Cut++, and runs locally without GPU. In hybrid mode, it ranks #1 overall (0.907) in benchmarks. + +### What is the best open-source PDF parser? + +OpenDataLoader PDF is the only open-source parser that combines: rule-based deterministic extraction (no GPU), bounding boxes for every element, XY-Cut++ reading order, built-in AI safety filters, native Tagged PDF support, and hybrid AI mode for complex documents. It ranks #1 in overall accuracy (0.907) while running locally on CPU. + +### How do I extract tables from PDF for LLM? + +OpenDataLoader detects tables using border analysis and text clustering, preserving row/column structure. For complex tables, enable hybrid mode for +90% accuracy improvement (0.489 to 0.928 TEDS score): + +```python +# Batch all files in one call — each convert() spawns a JVM process, so repeated calls are slow +opendataloader_pdf.convert( + input_path=["file1.pdf", "file2.pdf", "folder/"], + output_dir="output/", + format="json", + hybrid="docling-fast" # For complex tables +) +``` + +### How does it compare to docling, marker, or pymupdf4llm? + +OpenDataLoader [hybrid] ranks #1 overall (0.907) across reading order, table, and heading accuracy. Key differences: docling (0.882) is strong but lacks bounding boxes and AI safety filters. marker (0.861) requires GPU and is 1000x slower (53.932s/page). pymupdf4llm (0.732) is fast but has poor table (0.401) and heading (0.412) accuracy. OpenDataLoader is the only parser that combines deterministic local extraction, bounding boxes for every element, and built-in prompt injection protection. See [full benchmark](https://github.com/opendataloader-project/opendataloader-bench). + +### Can I use this without sending data to the cloud? + +Yes. OpenDataLoader runs 100% locally. No API calls, no data transmission — your documents never leave your environment. The hybrid mode backend also runs locally on your machine. Ideal for legal, healthcare, and financial documents. + +### Does it support OCR for scanned PDFs? + +Yes, via hybrid mode. Install with `pip install "opendataloader-pdf[hybrid]"`, start the backend with `--force-ocr`, then process as usual. Supports multiple languages including Korean, Japanese, Chinese, Arabic, and more via `--ocr-lang`. + +### Does it work with Korean, Japanese, or Chinese documents? + +Yes. For digital PDFs, text extraction works out of the box. For scanned PDFs, use hybrid mode with `--force-ocr --ocr-lang "ko,en"` (or `ja`, `ch_sim`, `ch_tra`). Coming soon: [Hancom Data Loader](https://sdk.hancom.com/en/services/1?utm_source=github&utm_medium=readme&utm_campaign=opendataloader-pdf) integration — enterprise-grade AI document analysis with built-in production-grade OCR and customer-customized models optimized for your specific document types and workflows. + +### How fast is it? + +Local mode processes 60+ pages per second on CPU (0.02s/page). Hybrid mode processes 2+ pages per second (0.46s/page) with significantly higher accuracy for complex documents. No GPU required. Benchmarked on Apple M4. [Full benchmark details](https://github.com/opendataloader-project/opendataloader-bench). With multi-process batch processing, throughput exceeds 100 pages per second on 8+ core machines. + +### Does it handle multi-column layouts? + +Yes. OpenDataLoader uses XY-Cut++ reading order analysis to correctly sequence text across multi-column pages, sidebars, and mixed layouts. This works in both local and hybrid modes without any configuration. + +### What is hybrid mode? + +Hybrid mode combines fast local Java processing with an AI backend. Simple pages are processed locally (0.02s/page); complex pages (tables, scanned content, formulas, charts) are automatically routed to the AI backend for higher accuracy. The backend runs locally on your machine — no cloud required. See [Which Mode Should I Use?](#which-mode-should-i-use) and [Hybrid Mode Guide](https://opendataloader.org/docs/hybrid-mode). + +### Does it work with LangChain? + +Yes. Install `langchain-opendataloader-pdf` for an official LangChain document loader integration. See [LangChain docs](https://docs.langchain.com/oss/python/integrations/document_loaders/opendataloader_pdf). + +### How do I chunk PDFs for RAG? + +OpenDataLoader outputs structured Markdown with headings, tables, and lists preserved — ideal input for semantic chunking. Each element in JSON output includes `type`, `heading level`, and `page number`, so you can split by section or page boundary. For most RAG pipelines: parse with `format="markdown"` for text chunks, or `format="json"` when you need element-level control. Pair with LangChain's `RecursiveCharacterTextSplitter` or your own heading-based splitter for best results. + +### How do I cite PDF sources in RAG answers? + +Every element in JSON output includes a `bounding box` (`[left, bottom, right, top]` in PDF points) and `page number`. When your RAG pipeline returns an answer, map the source chunk back to its bounding box to highlight the exact location in the original PDF. This enables "click to source" UX — users see which paragraph, table, or figure the answer came from. No other open-source parser provides bounding boxes for every element by default. + +### How do I convert PDF to Markdown for LLM? + +```python +import opendataloader_pdf + +# Batch all files in one call — each convert() spawns a JVM process, so repeated calls are slow +opendataloader_pdf.convert( + input_path=["file1.pdf", "file2.pdf", "folder/"], + output_dir="output/", + format="markdown" +) +``` + +OpenDataLoader preserves heading hierarchy, table structure, and reading order in the Markdown output. For complex documents with borderless tables or scanned pages, use hybrid mode (`hybrid="docling-fast"`) for higher accuracy. The output is clean enough to feed directly into LLM context windows or RAG chunking pipelines. + +### Is there an automated PDF accessibility remediation tool? + +Yes. OpenDataLoader is the first open-source tool that automates PDF accessibility end-to-end. Built in collaboration with [PDF Association](https://pdfa.org) and [Dual Lab](https://duallab.com) (veraPDF developers), auto-tagging follows the Well-Tagged PDF specification and is validated programmatically using veraPDF. The layout analysis engine detects document structure (headings, tables, lists, reading order) and generates accessibility tags automatically. Auto-tagging converts untagged PDFs into Tagged PDFs under Apache 2.0 — no proprietary SDK dependency. Use `format="tagged-pdf"` (Python/Node.js) or `--format tagged-pdf` (CLI). For organizations needing full PDF/UA compliance, enterprise add-ons provide PDF/UA export and a visual tag editor. This replaces manual remediation workflows that typically cost $50–200+ per document. + +### Is this really the first open-source PDF auto-tagging tool? + +Yes. Existing tools either depend on proprietary SDKs for writing structure tags, only output non-PDF formats (e.g., Docling outputs Markdown/JSON but cannot produce Tagged PDFs), or require manual intervention. OpenDataLoader is the first to do layout analysis → tag generation → Tagged PDF output entirely under an open-source license (Apache 2.0), with no proprietary dependency. Auto-tagging follows the PDF Association's Well-Tagged PDF specification and is validated using veraPDF, the industry-reference open-source PDF/A and PDF/UA validator. + +### How do I convert existing PDFs to PDF/UA? + +OpenDataLoader provides an end-to-end pipeline: audit existing PDFs for tags (`use_struct_tree=True`), auto-tag untagged PDFs into Tagged PDFs (`format="tagged-pdf"`, free under Apache 2.0), and export as PDF/UA-1 or PDF/UA-2 (enterprise add-on). Auto-tagging follows the PDF Association's Well-Tagged PDF specification and is validated using veraPDF. Auto-tagging generates the Tagged PDF; PDF/UA export is the final step. [Contact us](https://opendataloader.org/contact) for enterprise integration. + +### How do I make my PDFs accessible for EAA compliance? + +The European Accessibility Act requires accessible digital products by June 28, 2025. OpenDataLoader supports the full remediation workflow: audit → auto-tag → Tagged PDF → PDF/UA export. Auto-tagging follows the PDF Association's Well-Tagged PDF specification and is validated using veraPDF, ensuring standards-compliant output. Auto-tagging to Tagged PDF is open-source under Apache 2.0. PDF/UA export and accessibility studio are enterprise add-ons. See our [Accessibility Guide](https://opendataloader.org/docs/accessibility-compliance). + +### Is OpenDataLoader PDF free? + +The core library is **open-source under Apache 2.0** — free for commercial use. This includes all extraction features (text, tables, images, OCR, formulas, charts via hybrid mode), AI safety filters, Tagged PDF support, and auto-tagging to Tagged PDF. We are committed to keeping the core accessibility pipeline (layout analysis → auto-tagging → Tagged PDF) free and open-source. Enterprise add-ons (PDF/UA export, accessibility studio) are available for organizations needing end-to-end regulatory compliance. + +### Why did the license change from MPL 2.0 to Apache 2.0? + +MPL 2.0 requires file-level copyleft, which often triggers legal review before enterprise adoption. Apache 2.0 is fully permissive — no copyleft obligations, easier to integrate into commercial projects. If you are using a pre-2.0 version, it remains under MPL 2.0 and you can continue using it. Upgrading to 2.0+ means your project follows Apache 2.0 terms, which are strictly more permissive — no additional obligations, no action needed on your side. + +## Documentation + +- [Quick Start (Python)](https://opendataloader.org/docs/quick-start-python) +- [Quick Start (Node.js)](https://opendataloader.org/docs/quick-start-nodejs) +- [Quick Start (Java)](https://opendataloader.org/docs/quick-start-java) +- [JSON Schema Reference](https://opendataloader.org/docs/reference/json-schema) +- [CLI Options](https://opendataloader.org/docs/reference/cli-options) +- [Hybrid Mode Guide](https://opendataloader.org/docs/hybrid-mode) +- [Tagged PDF Support](https://opendataloader.org/docs/tagged-pdf) +- [AI Safety Features](https://opendataloader.org/docs/ai-safety) +- [PDF Accessibility](https://opendataloader.org/docs/accessibility-compliance) + +## Contributing + +We welcome contributions! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines. + +## License + +[Apache License 2.0](LICENSE) + +> **Note:** Versions prior to 2.0 are licensed under the [Mozilla Public License 2.0](https://www.mozilla.org/MPL/2.0/). + +--- + +**Found this useful?** Give us a star to help others discover OpenDataLoader. diff --git a/README.wehub.md b/README.wehub.md new file mode 100644 index 0000000..499b679 --- /dev/null +++ b/README.wehub.md @@ -0,0 +1,7 @@ +# WeHub 来源说明 + +- 原始项目：`opendataloader-project/opendataloader-pdf` +- 原始仓库：https://github.com/opendataloader-project/opendataloader-pdf +- 导入方式：上游默认分支的最新快照 +- 原作者、版权和许可证信息以原始仓库及本仓库 LICENSE 为准 +- 本文件仅用于记录来源，不代表 WeHub 是原项目作者 diff --git a/SUPPORT.md b/SUPPORT.md new file mode 100644 index 0000000..8b41952 --- /dev/null +++ b/SUPPORT.md @@ -0,0 +1,32 @@ +# Support + +This project uses GitHub Issues to track bugs and feature requests. Please search the existing +issues before filing new issues to avoid duplicates. For new issues, file your bug or +feature request as a new Issue. + +For help and questions about using this project, please contact our team via Teams or tag us in the issues. + +## AI-Powered Issue Processing + +This project uses AI to automatically process GitHub issues through a three-stage workflow: + +### How It Works + +1. **Triage**: Validates your issue (checks for duplicates, spam, and project scope) +2. **Analyze**: Analyzes the codebase to understand the issue and determine the best approach +3. **Fix**: Automatically creates a PR for eligible issues + +### What to Expect + +After submitting an issue, you may see these labels: + +| Label | Meaning | +|-------|---------| +| `fix/auto-eligible` | AI can automatically fix this issue | +| `fix/manual-required` | Requires human expert review | +| `fix/comment-only` | No code change needed; resolved via comment | + +### Commands (CODEOWNERS only) + +- `@ai-issue analyze` - Request re-analysis of an issue +- `@ai-issue fix` - Trigger automatic fix attempt diff --git a/THIRD_PARTY/THIRD_PARTY_LICENSES.md b/THIRD_PARTY/THIRD_PARTY_LICENSES.md new file mode 100644 index 0000000..a4620c4 --- /dev/null +++ b/THIRD_PARTY/THIRD_PARTY_LICENSES.md @@ -0,0 +1,323 @@ +# THIRD-PARTY LICENSES + +This project includes third-party libraries and components, licensed under their respective open source licenses. +Hancom, Inc. distributes the veraPDF components under the Mozilla Public License 2.0 (MPL-2.0), chosen from dual-licensed options. + +| Component | Version | License | Download URL | +| :--- | :--- | :--- | :--- | +| @esbuild/aix-ppc64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/android-arm | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/android-arm64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/android-x64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/darwin-arm64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/darwin-x64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/freebsd-arm64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/freebsd-x64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/linux-arm | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/linux-arm64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/linux-ia32 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/linux-loong64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/linux-mips64el | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/linux-ppc64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/linux-riscv64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/linux-s390x | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/linux-x64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/netbsd-arm64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/netbsd-x64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/openbsd-arm64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/openbsd-x64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/openharmony-arm64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/sunos-x64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/win32-arm64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/win32-ia32 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @esbuild/win32-x64 | 0.25.12, 0.27.0 | MIT | https://github.com/evanw/esbuild | +| @eslint-community/eslint-utils | 4.9.0, 4.9.1 | MIT | https://github.com/eslint-community/eslint-utils | +| @eslint-community/regexpp | 4.12.2 | MIT | https://github.com/eslint-community/regexpp | +| @eslint/config-array | 0.21.1 | Apache-2.0 | https://github.com/eslint/rewrite | +| @eslint/config-helpers | 0.4.2 | Apache-2.0 | https://github.com/eslint/rewrite/tree/main/packages/config-helpers | +| @eslint/core | 0.17.0 | Apache-2.0 | https://github.com/eslint/rewrite | +| @eslint/eslintrc | 3.3.3 | MIT | https://github.com/eslint/eslintrc | +| @eslint/js | 9.39.2 | MIT | https://eslint.org | +| @eslint/object-schema | 2.1.7 | Apache-2.0 | https://github.com/eslint/rewrite | +| @eslint/plugin-kit | 0.4.1 | Apache-2.0 | https://github.com/eslint/rewrite | +| @humanfs/core | 0.19.1 | Apache-2.0 | https://github.com/humanwhocodes/humanfs | +| @humanfs/node | 0.16.7 | Apache-2.0 | https://github.com/humanwhocodes/humanfs | +| @humanwhocodes/module-importer | 1.0.1 | Apache-2.0 | https://github.com/humanwhocodes/module-importer | +| @humanwhocodes/retry | 0.4.3 | Apache-2.0 | https://github.com/humanwhocodes/retrier | +| @isaacs/balanced-match | 4.0.1 | MIT | https://github.com/isaacs/balanced-match | +| @isaacs/brace-expansion | 5.0.1 | MIT | https://github.com/isaacs/brace-expansion | +| @isaacs/cliui | 8.0.2 | ISC | https://github.com/yargs/cliui | +| @jridgewell/gen-mapping | 0.3.13 | MIT | https://github.com/jridgewell/gen-mapping | +| @jridgewell/resolve-uri | 3.1.2 | MIT | https://github.com/jridgewell/resolve-uri | +| @jridgewell/sourcemap-codec | 1.5.5 | MIT | https://github.com/jridgewell/sourcemap-codec | +| @jridgewell/trace-mapping | 0.3.31 | MIT | https://github.com/jridgewell/trace-mapping | +| @pkgjs/parseargs | 0.11.0 | MIT | https://github.com/pkgjs/parseargs | +| @rollup/rollup-android-arm-eabi | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-android-arm64 | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-darwin-arm64 | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-darwin-x64 | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-freebsd-arm64 | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-freebsd-x64 | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-arm-gnueabihf | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-arm-musleabihf | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-arm64-gnu | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-arm64-musl | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-loong64-gnu | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-ppc64-gnu | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-riscv64-gnu | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-riscv64-musl | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-s390x-gnu | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-x64-gnu | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-linux-x64-musl | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-openharmony-arm64 | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-win32-arm64-msvc | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-win32-ia32-msvc | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-win32-x64-gnu | 4.53.2 | MIT | https://rollupjs.org/ | +| @rollup/rollup-win32-x64-msvc | 4.53.2 | MIT | https://rollupjs.org/ | +| @standard-schema/spec | 1.0.0 | MIT | https://github.com/standard-schema/standard-schema | +| @types/chai | 5.2.3 | MIT | https://github.com/DefinitelyTyped/DefinitelyTyped/tree/master/types/chai | +| @types/deep-eql | 4.0.2 | MIT | https://github.com/DefinitelyTyped/DefinitelyTyped/tree/master/types/deep-eql | +| @types/estree | 1.0.8 | MIT | https://github.com/DefinitelyTyped/DefinitelyTyped/tree/master/types/estree | +| @types/json-schema | 7.0.15 | MIT | https://github.com/DefinitelyTyped/DefinitelyTyped/tree/master/types/json-schema | +| @types/node | 25.2.0 | MIT | https://github.com/DefinitelyTyped/DefinitelyTyped/tree/master/types/node | +| @typescript-eslint/eslint-plugin | 8.54.0 | MIT | https://github.com/typescript-eslint/typescript-eslint | +| @typescript-eslint/parser | 8.54.0 | MIT | https://github.com/typescript-eslint/typescript-eslint | +| @typescript-eslint/project-service | 8.54.0 | MIT | https://typescript-eslint.io | +| @typescript-eslint/scope-manager | 8.54.0 | MIT | https://github.com/typescript-eslint/typescript-eslint | +| @typescript-eslint/tsconfig-utils | 8.54.0 | MIT | https://typescript-eslint.io | +| @typescript-eslint/type-utils | 8.54.0 | MIT | https://github.com/typescript-eslint/typescript-eslint | +| @typescript-eslint/types | 8.54.0 | MIT | https://github.com/typescript-eslint/typescript-eslint | +| @typescript-eslint/typescript-estree | 8.54.0 | MIT | https://github.com/typescript-eslint/typescript-eslint | +| @typescript-eslint/utils | 8.54.0 | MIT | https://github.com/typescript-eslint/typescript-eslint | +| @typescript-eslint/visitor-keys | 8.54.0 | MIT | https://github.com/typescript-eslint/typescript-eslint | +| @vitest/expect | 4.0.18 | MIT | https://github.com/vitest-dev/vitest | +| @vitest/mocker | 4.0.18 | MIT | https://github.com/vitest-dev/vitest/tree/main/packages/mocker | +| @vitest/pretty-format | 4.0.18 | MIT | https://github.com/vitest-dev/vitest/tree/main/packages/utils | +| @vitest/runner | 4.0.18 | MIT | https://github.com/vitest-dev/vitest | +| @vitest/snapshot | 4.0.18 | MIT | https://github.com/vitest-dev/vitest | +| @vitest/spy | 4.0.18 | MIT | https://github.com/vitest-dev/vitest | +| @vitest/utils | 4.0.18 | MIT | https://github.com/vitest-dev/vitest | +| Acorn | 8.15.0 | MIT | https://github.com/ternjs/Acorn | +| Acorn-JSX | 5.3.2 | MIT | https://github.com/RReverser/Acorn-JSX | +| ajv | 6.12.6 | MIT | https://github.com/ajv-validator/ajv.git | +| annotated-types | 0.7.0 | MIT | https://github.com/annotated-types/annotated-types | +| ansi-regex | 6.2.2 | MIT | https://github.com/sindresorhus/ansi-regex | +| ansi-styles | v4.3.0, 6.2.3 | MIT | https://github.com/sindresorhus/ansi-styles | +| any-promise | 1.3.0 | MIT | http://github.com/kevinbeaty/any-promise | +| anyio | 4.9.0 | MIT | https://pypi.org/project/anyio/ | +| Apache Commons Logging | 1.3.4 | Apache-2.0 | http://commons.apache.org/proper/commons-logging/ | +| Apache PDFBox | 3.0.4 | Apache-2.0 | https://pdfbox.apache.org/ | +| Apache PDFBox io | 3.0.4 | Apache-2.0 | https://repo1.maven.org/maven2/org/apache/pdfbox/pdfbox-io/ | +| API Guardian | 1.1.2 | Apache-2.0 | https://repo1.maven.org/maven2/org/apiguardian/apiguardian-api/1.1.2/ | +| assertion-error | 2.0.1 | MIT | https://github.com/chaijs/assertion-error | +| AssertJ - Fluent Assertions for Java | 3.27.7 | Apache-2.0 | https://assertj.github.io/doc/ | +| balanced-match | 1.0.2 | MIT | https://github.com/juliangruber/balanced-match | +| brace-expansion | 1.1.12, 2.0.2 | MIT | https://github.com/juliangruber/brace-expansion | +| bundle-require | 5.1.0 | MIT | https://www.npmjs.com/package/bundle-require | +| Byte Buddy | 1.18.3 | Apache-2.0 | http://bytebuddy.net | +| cac | 6.7.14 | MIT | https://github.com/egoist/cac | +| callsites | 3.1.0 | MIT | https://github.com/sindresorhus/callsites | +| Chai | 6.2.1 | MIT | http://chaijs.com/ | +| Chalk | 4.1.2 | MIT | https://github.com/sindresorhus/chalk | +| chokidar | 4.0.3 | MIT | https://github.com/paulmillr/chokidar | +| color-name | 1.1.4 | MIT | https://github.com/colorjs/color-name | +| com.sun.xml.bind:jaxb-impl | 2.3.2 | EDL-1.0 | https://mvnrepository.com/artifact/com.sun.xml.bind/jaxb-impl | +| commander | 14.0.3 | MIT | https://github.com/tj/commander.js | +| Commander.js | 4.1.1 | MIT | https://github.com/tj/commander.js | +| commons-cli | 1.10.0 | Apache-2.0 | http://commons.apache.org/cli/ | +| confbox | 0.1.8 | MIT | https://github.com/unjs/confbox | +| consola | 3.4.2 | MIT | https://github.com/nuxt/consola | +| debug-js/debug | 4.4.3 | MIT | https://github.com/debug-js/debug | +| deep-is | 0.1.4 | MIT | https://github.com/thlorenz/deep-is | +| eastasianwidth | 0.2.0 | MIT | https://github.com/komagata/eastasianwidth | +| emoji-regex | 9.2.2 | MIT | https://github.com/mathiasbynens/emoji-regex | +| es-module-lexer | 1.7.0 | MIT | https://github.com/guybedford/es-module-lexer | +| esbuild | 0.25.12, 0.27.0 | MIT | https://esbuild.github.io/ | +| escape-string-regexp | v4.0.0 | MIT | https://github.com/sindresorhus/escape-string-regexp | +| ESLint | 9.39.2 | MIT | http://eslint.org/ | +| eslint-scope | 8.4.0 | BSD-2-Clause | https://github.com/eslint/eslint-scope | +| eslint-visitor-keys | 3.4.3, 4.2.1 | Apache-2.0 | https://github.com/eslint/eslint-visitor-keys | +| espree | 10.4.0 | BSD-2-Clause | https://github.com/eslint/espree | +| esquery | 1.6.0 | BSD-3-Clause | https://github.com/jrfeenst/esquery | +| esrecurse | v4.3.0 | BSD-2-Clause | https://github.com/estools/esrecurse | +| estraverse | 5.3.0 | BSD-2-Clause | https://github.com/Constellation/estraverse | +| estree-walker | 3.0.3 | MIT | https://github.com/Rich-Harris/estree-walker | +| esutils | 2.0.3 | BSD-2-Clause | https://github.com/Constellation/esutils | +| expect-type | 1.2.2 | Apache-2.0 | https://github.com/mmkal/ts/tree/master/packages/expect-type | +| fast-deep-equal | v3.1.3 | MIT | https://github.com/epoberezkin/fast-deep-equal | +| fast-json-stable-stringify | 2.1.0 | MIT | https://github.com/epoberezkin/fast-json-stable-stringify | +| fast-levenshtein | 2.0.6 | MIT | https://github.com/hiddentao/fast-levenshtein | +| fdir | 6.5.0 | MIT | https://github.com/thecodrr/fdir | +| file-entry-cache | 8.0.0 | MIT | https://github.com/royriojas/file-entry-cache | +| find-up | v5.0.0 | MIT | https://github.com/sindresorhus/find-up | +| fix-dts-default-cjs-exports | 1.0.1 | MIT | https://github.com/userquin/fix-dts-default-cjs-exports | +| flat-cache | 4.0.1 | MIT | https://github.com/royriojas/flat-cache | +| flatted | 3.3.3 | ISC | https://github.com/WebReflection/flatted | +| foreground-child | 3.3.1 | ISC | https://github.com/isaacs/foreground-child | +| fsevents | 2.3.3 | MIT | https://github.com/fsevents/fsevents | +| get-tsconfig | 4.13.0 | MIT | https://github.com/typeslick/get-tsconfig | +| glob | 13.0.1 | Blue Oak 1.0.0 | https://github.com/isaacs/node-glob | +| glob-parent | 6.0.2 | ISC | https://github.com/es128/glob-parent | +| h11 | 0.16.0 | MIT | https://github.com/njsmith/h11 | +| Hamcrest | 1.3 | BSD-3-Clause | http://hamcrest.org/ | +| has-flag | 4.0.0 | MIT | https://github.com/sindresorhus/has-flag | +| httpcore | 1.0.9 | BSD-3-Clause | https://github.com/encode/httpcore | +| httpx | 0.27.2 | BSD-3-Clause | https://www.python-httpx.org/ | +| idna | 3.10 | BSD-3-Clause | https://github.com/kjd/idna | +| import-fresh | 3.3.1 | MIT | https://github.com/sindresorhus/import-fresh | +| imurmurhash | 0.1.4 | MIT | https://github.com/jensyt/imurmurhash-js | +| is-extglob | 2.1.1 | MIT | https://github.com/jonschlinkert/is-extglob | +| is-glob | 4.0.3 | MIT | https://www.npmjs.com/package/is-glob | +| isaacs/jackspeak | 3.4.3 | Blue Oak 1.0.0 | https://github.com/isaacs/jackspeak | +| isexe | 2.0.0 | ISC | https://github.com/isaacs/isexe | +| jackson-annotations | 2.15.0 | Apache-2.0 | https://github.com/FasterXML/jackson-annotations | +| jackson-core | 2.15.0 | Apache-2.0 | https://github.com/FasterXML/jackson-core | +| jackson-databind | 2.15.0 | Apache-2.0 | https://github.com/FasterXML/jackson-databind | +| Jakarta Activation API | 1.2.0 | CDDL-1.1 | https://eclipse-ee4j.github.io/jaf/ | +| Java Advanced Imaging Image I/O Tools API core (standalone) | 1.4.0 | BSD-3-Clause | https://github.com/jai-imageio/jai-imageio-core | +| JAXB CORE | 2.3.0.1 | CDDL-1.1 | http://jaxb.java.net/ | +| jaxb-api | 2.4.0-b180830.0359 | CDDL-1.1 | https://jakarta.ee/specifications/xml-binding | +| Jetbrains annotations | 13.0 | Apache-2.0 | http://www.jetbrains.org | +| joycon | 3.1.1 | MIT | https://github.com/egoist/joycon | +| JPEG2000 support for Java Advanced Imaging Image I/O Tools API | 1.3.0 | Sun BSD | https://repo1.maven.org/maven2/com/github/jai-imageio/jai-imageio-jpeg2000/ | +| js-yaml | 4.1.1 | MIT | https://github.com/nodeca/js-yaml | +| json-buffer | 3.0.1 | MIT | https://github.com/dominictarr/json-buffer | +| json-schema-traverse | 0.4.1 | MIT | https://github.com/epoberezkin/json-schema-traverse | +| JUnit | 4.13.2 | EPL-1.0 | https://junit.org/junit5/ | +| JUnit Jupiter (Aggregator) | 5.14.2 | EPL-2.0 | https://junit.org/ | +| keyv | 4.5.4 | MIT | https://github.com/lukechilds/keyv | +| Kotlin | 1.8.21 | Apache-2.0 | http://kotlin.jetbrains.org | +| kotlin-stdlib-common | 1.9.10 | Apache-2.0 | https://kotlinlang.org/ | +| langchain | 0.3.80 | MIT | https://github.com/langchain-ai/langchain | +| langchain-text-splitters | 0.3.9 | MIT | https://github.com/langchain-ai/langchain | +| langsmith | 0.3.45 | MIT | https://smith.langchain.com/ | +| levn | 0.4.1 | MIT | https://github.com/gkz/levn | +| libcspice-sys | 0.1.1 | MIT | https://crates.io/crates/libcspice-sys | +| lilconfig | 3.1.3 | MIT | https://github.com/antonk52/lilconfig | +| lines-and-columns | 1.2.4 | MIT | https://github.com/eventualbuddha/lines-and-columns | +| load-tsconfig | 0.2.5 | MIT | https://www.npmjs.com/package/load-tsconfig | +| locate-path | v6.0.0 | MIT | https://github.com/sindresorhus/locate-path | +| lodash.merge | 4.6.2 | MIT | https://lodash.com/ | +| mafintosh/why-is-node-running | 2.3.0 | MIT | https://github.com/mafintosh/why-is-node-running | +| magic-string | 0.30.21 | MIT | https://github.com/rich-harris/magic-string | +| mdBook | 0.4.36 | MPL-2.0 | https://github.com/rust-lang/mdBook | +| minimatch | 3.1.2, 9.0.5 | ISC | https://github.com/isaacs/minimatch | +| minimatch | 10.1.2 | Blue Oak 1.0.0 | https://github.com/isaacs/minimatch | +| minipass | 7.1.2 | ISC | https://github.com/isaacs/minipass | +| mlly | 1.8.0 | MIT | https://github.com/unjs/mlly | +| MockWebServer | 4.12.0 | Apache-2.0 | https://github.com/square/okhttp/ | +| moxystudio/node-cross-spawn | 7.0.6 | MIT | https://github.com/moxystudio/node-cross-spawn | +| Mozilla Rhino | 1.7.14.1 | MPL-2.0 | http://www.mozilla.org/rhino/ | +| ms.js | 2.1.3 | MIT | https://github.com/guille/ms.js | +| mz | 2.7.0 | MIT | https://github.com/normalize/mz | +| nanoid | 3.3.11 | MIT | https://github.com/ai/nanoid | +| natural-compare | 1.4.0 | MIT | https://github.com/litejs/natural-compare | +| nobody | 2.1.1 | MIT | https://github.com/debug-js/debug | +| node-concat-map | 0.0.1 | MIT | https://github.com/substack/node-concat-map | +| node-glob | 10.5.0 | ISC | http://github.com/isaacs/node-glob | +| node-ignore | 5.3.2, 7.0.5 | MIT | https://github.com/kaelzhang/node-ignore | +| node-lru-cache | 10.4.3, 11.2.2 | ISC | http://github.com/isaacs/node-lru-cache | +| node-semver | 7.7.3 | ISC | https://github.com/npm/node-semver | +| nodeca-argparse | 2.0.1 | PSF-2.0 | https://github.com/nodeca/argparse | +| object-assign | 4.1.1 | MIT | https://github.com/sindresorhus/object-assign | +| OkHttp | 4.12.0 | Apache-2.0 | https://github.com/square/okhttp | +| OkIO | 3.6.0 | Apache-2.0 | https://square.github.io/okio/ | +| optionator | 0.9.4 | MIT | https://github.com/gkz/optionator | +| org.apiguardian:apiguardian-api | 1.1.2 | Apache-2.0 | https://github.com/apiguardian-team/apiguardian | +| org.jetbrains.kotlin:kotlin-stdlib-jdk7 | 1.8.21 | Apache-2.0 | https://kotlinlang.org/ | +| org.jetbrains.kotlin:kotlin-stdlib-jdk8 | 1.8.21 | Apache-2.0 | https://kotlinlang.org/ | +| org.junit.jupiter:junit-jupiter-api | 5.14.2 | EPL-2.0 | https://junit.org/ | +| org.junit.jupiter:junit-jupiter-engine | 5.14.2 | EPL-2.0 | https://junit.org/ | +| org.junit.jupiter:junit-jupiter-params | 5.14.2 | EPL-2.0 | https://junit.org/ | +| org.junit.platform:junit-platform-commons | 1.14.2 | EPL-2.0 | https://junit.org/ | +| org.junit.platform:junit-platform-engine | 1.14.2 | EPL-2.0 | https://junit.org/ | +| org.opentest4j:opentest4j | 1.3.0 | Apache-2.0 | https://github.com/ota4j-team/opentest4j | +| org.verapdf:core | 1.29.56 | MPL-2.0 | https://repo1.maven.org/maven2/org/verapdf/ | +| org.verapdf:metadata-fixer | 1.29.194 | MPL-2.0 | https://repo1.maven.org/maven2/org/verapdf/ | +| org.verapdf:parser | 1.29.64 | MPL-2.0 | https://repo1.maven.org/maven2/org/verapdf/ | +| org.verapdf:pdf-model | 1.29.12 | MPL-2.0 | https://repo1.maven.org/maven2/org/verapdf/ | +| org.verapdf:validation-model | 1.29.194 | MPL-2.0 | https://repo1.maven.org/maven2/org/verapdf/ | +| org.verapdf:verapdf-xmp-core | 1.29.56 | MPL-2.0 | https://repo1.maven.org/maven2/org/verapdf/ | +| org.verapdf:wcag-algorithms | 1.29.43 | MPL-2.0 | https://repo1.maven.org/maven2/org/verapdf/ | +| org.verapdf:wcag-validation | 1.29.194 | MPL-2.0 | https://repo1.maven.org/maven2/org/verapdf/ | +| orjson | 3.10.15 | Apache-2.0 | https://github.com/ijl/orjson | +| p-limit | 3.1.0 | MIT | https://github.com/sindresorhus/p-limit | +| p-locate | v5.0.0 | MIT | https://github.com/sindresorhus/p-locate | +| package-json-from-dist | 1.0.1 | Blue Oak 1.0.0 | https://github.com/isaacs/package-json-from-dist | +| Packaging | 24.2 | BSD-2-Clause | https://github.com/pypa/packaging | +| parent-module | 1.0.1 | MIT | https://github.com/sindresorhus/parent-module | +| path-exists | 4.0.0 | MIT | https://github.com/sindresorhus/path-exists | +| path-key | 3.1.1 | MIT | https://github.com/sindresorhus/path-key | +| path-scurry | 1.11.1, 2.0.1 | Blue Oak 1.0.0 | https://github.com/isaacs/path-walker | +| pathe | 2.0.3 | MIT | https://github.com/unjs/pathe | +| PDFBox JBIG2 ImageIO plugin | 3.0.3 | Apache-2.0 | https://www.apache.org/jbig2-imageio/ | +| picocolors | 1.1.1 | ISC | https://github.com/alexeyraspopov/picocolors | +| picomatch | 4.0.3 | MIT | https://github.com/micromatch/picomatch | +| pirates | 4.0.7 | MIT | https://github.com/ariporad/pirates | +| pkg-types | 1.3.1 | MIT | https://github.com/unjs/pkg-types | +| PostCSS | 8.5.6 | MIT | http://postcss.org/ | +| postcss-load-config | 6.0.1 | MIT | https://github.com/michael-ciniawsky/postcss-load-config | +| prelude-ls | 1.2.1 | MIT | https://github.com/gkz/prelude-ls | +| Prettier IO | 3.8.1 | MIT | https://prettier.io | +| psf-requests | 2.32.5 | Apache-2.0 | http://docs.python-requests.org | +| Punycode.js | 2.3.1 | MIT | http://mths.be/punycode | +| pydantic | 2.10.6 | MIT | https://pydantic-docs.helpmanual.io/ | +| pydantic-core | 2.27.2 | MIT | https://github.com/pydantic/pydantic-core | +| python-certifi | 2024.12.14 | MPL-2.0 | https://certifiio.readthedocs.io/en/latest/ | +| python-json-patch | 1.33 | BSD-3-Clause | https://github.com/stefankoegl/python-json-patch/ | +| python-json-pointer | 3.0.0 | BSD-3-Clause | https://github.com/stefankoegl/python-json-pointer | +| python-typing-extensions | 4.15.0 | PSF-2.0 | https://tracker.debian.org/pkg/python-typing-extensions | +| python3-charset-normalizer | 3.4.1 | MIT | https://github.com/ousret/charset_normalizer | +| PyYAML | 6.0.2 | MIT | https://pyyaml.org/ | +| Qix-/color-convert | 2.0.1 | MIT | https://github.com/Qix-/color-convert | +| readdirp | 4.1.2 | MIT | https://github.com/thlorenz/readdirp | +| requests-toolbelt | 1.0.0 | Apache-2.0 | https://toolbelt.readthedocs.io | +| resolve-from | 4.0.0, 5.0.0 | MIT | https://github.com/sindresorhus/resolve-from | +| resolve-pkg-maps | 1.0.0 | MIT | https://github.com/privatenumber/resolve-pkg-maps | +| rollup/rollup | 4.53.2 | MIT | https://github.com/rollup/rollup | +| Saxon XSLT and XQuery Processor | 12.8 | MPL-2.0 | http://saxon.sourceforge.net | +| shebang-command | 2.0.0 | MIT | https://github.com/kevva/shebang-command | +| shebang-regex | 3.0.0 | MIT | https://github.com/sindresorhus/shebang-regex | +| siginfo | 2.0.0 | ISC | https://github.com/emilbayes/siginfo | +| sindresorhus/globals | 14.0.0 | MIT | https://github.com/sindresorhus/globals | +| sindresorhus/supports-color | v7.2.0 | MIT | https://github.com/sindresorhus/supports-color | +| sniffio | 1.3.1 | Apache-2.0 | https://github.com/python-trio/sniffio | +| source-map | 0.7.6 | BSD-3-Clause | https://github.com/mozilla/source-map | +| source-map-js | 1.2.1 | BSD-3-Clause | https://github.com/7rulnik/source-map | +| stable-stringify | 1.0.1 | MIT | https://github.com/samn/json-stable-stringify | +| stackback | 0.0.2 | MIT | https://github.com/defunctzombie/node-stackback | +| StAX Utilities Project | 20070216 | BSD-3-Clause | http://java.net/projects/stax-utils/ | +| std-env | 3.10.0 | MIT | https://github.com/pi0/std-env | +| string-width | 4.2.3, 5.1.2 | MIT | https://github.com/sindresorhus/string-width | +| Strip ANSI | 6.0.1, 7.1.2 | MIT | https://github.com/chalk/strip-ansi | +| strip-json-comments | 3.1.1 | MIT | https://github.com/sindresorhus/strip-json-comments | +| sucrase | 3.35.0 | MIT | https://github.com/decaffeinate/bulk-decaffeinate | +| tapjs/signal-exit | 4.1.0 | ISC | https://github.com/tapjs/signal-exit | +| tenacity | 8.5.0 | Apache-2.0 | https://github.com/jd/tenacity | +| thenify | 3.3.1 | MIT | https://github.com/thenables/thenify | +| thenify-all | 1.6.0 | MIT | https://github.com/thenables/thenify-all | +| tinybench | 2.9.0 | MIT | https://github.com/tinylibs/tinybench | +| tinyexec | 0.3.2, 1.0.2 | MIT | https://github.com/tinylibs/tinyexec | +| tinyglobby | 0.2.15 | MIT | https://github.com/SuperchupuDev/tinyglobby | +| tinyrainbow | 3.0.3 | MIT | https://github.com/tinylibs/tinyrainbow | +| tree-kill | v1.2.2 | MIT | https://github.com/pkrumins/node-tree-kill | +| ts-api-utils | 2.4.0 | MIT | https://github.com/JoshuaKGoldberg/ts-api-utils | +| ts-interface-checker | 0.1.13 | Apache-2.0 | https://github.com/gristlabs/ts-interface-checker | +| tsup | 8.5.1 | MIT | https://github.com/egoist/tsup | +| tsx | 4.20.5 | MIT | https://github.com/basarat/tsx | +| type-check | 0.4.0 | MIT | https://github.com/gkz/type-check | +| TypeScript | 5.9.3 | Apache-2.0 | http://www.typescriptlang.org/ | +| ufo | 1.6.1 | MIT | https://github.com/nuxt-contrib/ufo | +| undici-types | 7.16.0 | MIT | https://undici.nodejs.org | +| upstage/dp-bench | - | MIT | https://huggingface.co/datasets/upstage/dp-bench | +| uri-js | 4.4.1 | BSD-2-Clause | https://github.com/garycourt/uri-js | +| urllib3 | 2.6.1 | MIT | https://urllib3.readthedocs.io/en/stable | +| vitejs | 7.3.1 | MIT | http://vitejs.dev/ | +| vitest | 4.0.18 | MIT | https://github.com/vitest-dev/vitest | +| which | 2.0.2 | ISC | https://github.com/isaacs/node-which | +| word-wrap | 1.2.5 | MIT | https://github.com/jonschlinkert | +| wrap-ansi | v7.0.0, 8.1.0 | MIT | https://github.com/chalk/wrap-ansi | +| XML Resolver | 5.3.3 | Apache-2.0 | https://github.com/ndw/xmlresolver | +| yocto-queue | 0.1.0 | MIT | https://github.com/sindresorhus/yocto-queue | +| zstandard | 0.23.0 | BSD-3-Clause | https://github.com/indygreg/python-zstandard | + diff --git a/THIRD_PARTY/THIRD_PARTY_NOTICES.md b/THIRD_PARTY/THIRD_PARTY_NOTICES.md new file mode 100644 index 0000000..8e6cd20 --- /dev/null +++ b/THIRD_PARTY/THIRD_PARTY_NOTICES.md @@ -0,0 +1,198 @@ + + +# THIRD-PARTY NOTICES (Copyright & Attributions) + +Copyright © 2025-2026 Hancom, Inc. All rights reserved. + +Below are copyright and notice texts for third-party libraries and components used in this project. +Full license texts are provided in the `licenses/` directory. +See also: [THIRD_PARTY_LICENSES](./THIRD_PARTY_LICENSES.md) for details. + +--- + +##### Apache Software Foundation notices + +The following components include software developed at The Apache Software Foundation (https://www.apache.org/). + +- Apache Commons Logging +- Apache PDFBox (FontBox, PDFBox, PDFBox-IO, JBIG2 ImageIO plugin) +- Apache Commons CLI +- Apache Maven (Artifact, Plugin API, Reporting API, Shared, Wagon etc.) +- Apache Maven Doxia +- XML Resolver + +"This product includes software developed at The Apache Software Foundation (https://www.apache.org/)." + +--- + +##### Component Attributions + +- `@esbuild/android-arm` (0.25.12, 0.27.0): Copyright (c) 2018, 2021 The Go Authors. All rights reserved. +- `@esbuild/android-x64` (0.25.12, 0.27.0): Copyright (c) 2018, 2021 The Go Authors. All rights reserved. +- `@esbuild/openharmony-arm64` (0.25.12, 0.27.0): Copyright (c) 2018, 2021 The Go Authors. All rights reserved. +- `@eslint-community/eslint-utils` (4.9.0, 4.9.1): Copyright (c) 2018 Toru Nagashima +- `@eslint-community/regexpp` (4.12.2): Copyright (c) 2018 Toru Nagashima +- `@eslint/config-array` (0.21.1): Copyright (c) 2018-2025 the Deno authors. +- `@eslint/eslintrc` (3.3.3): Copyright (c) 2015-2017 Evgeny Poberezkin +- `@humanwhocodes/retry` (0.4.3): Copyright (c) 2011-2023 Isaac Z. Schlueter, Ben Noordhuis, and Contributors +- `@isaacs/cliui` (8.0.2): Copyright (c) 2015 Contributors +- `@jridgewell/gen-mapping` (0.3.13): Copyright (c) 2024 Justin Ridgewell +- `@jridgewell/resolve-uri` (3.1.2): Copyright (c) 2019 Justin Ridgewell +- `@jridgewell/sourcemap-codec` (1.5.5): Copyright (c) 2024 Justin Ridgewell +- `@jridgewell/trace-mapping` (0.3.31): Copyright (c) 2024 Justin Ridgewell +- `@standard-schema/spec` (1.0.0): Copyright (c) 2024 Colin McDonnell +- `@typescript-eslint/eslint-plugin` (8.54.0): Copyright (c) 2019 typescript-eslint and other contributors +- `@typescript-eslint/parser` (8.54.0): Copyright (c) 2019 typescript-eslint and other contributors +- `@typescript-eslint/project-service` (8.54.0): Copyright (c) 2025 typescript-eslint and other contributors +- `@typescript-eslint/scope-manager` (8.54.0): Copyright (c) 2019 typescript-eslint and other contributors +- `@typescript-eslint/tsconfig-utils` (8.54.0): Copyright (c) 2025 typescript-eslint and other contributors +- `@typescript-eslint/type-utils` (8.54.0): Copyright (c) 2021 typescript-eslint and other contributors +- `@typescript-eslint/types` (8.54.0): Copyright (c) 2019 typescript-eslint and other contributors +- `@typescript-eslint/typescript-estree` (8.54.0): Copyright (c) 2019 typescript-eslint and other contributors +- `@typescript-eslint/utils` (8.54.0): Copyright (c) 2019 typescript-eslint and other contributors +- `@typescript-eslint/visitor-keys` (8.54.0): Copyright (c) 2019 typescript-eslint and other contributors +- `@vitest/expect` (4.0.18): Copyright (c) 2021-Present VoidZero Inc. and Vitest contributors +- `@vitest/mocker` (4.0.18): Copyright (c) 2021-Present VoidZero Inc. and Vitest contributors +- `@vitest/pretty-format` (4.0.18): Copyright (c) 2021-Present VoidZero Inc. and Vitest contributors +- `@vitest/runner` (4.0.18): Copyright (c) 2021-Present VoidZero Inc. and Vitest contributors +- `@vitest/snapshot` (4.0.18): Copyright (c) 2021-Present VoidZero Inc. and Vitest contributors +- `@vitest/spy` (4.0.18): Copyright (c) 2021-Present VoidZero Inc. and Vitest contributors +- `@vitest/utils` (4.0.18): Copyright (c) 2021-Present VoidZero Inc. and Vitest contributors, Copyright (c) 2014-2023 Simon Lydell, Copyright (c) 2018 The diff-match-patch Authors., Copyright (c) 2013 Jake Luer +- `Acorn` (8.15.0): Copyright (c) 2012-2022 by various contributors (see AUTHORS) +- `Acorn-JSX` (5.3.2): Copyright (c) 2012-2017 by Ingvar Stepanyan +- `ajv` (6.12.6): Copyright (c) 2011 Gary Court, Copyright (c) 2015-2017 Evgeny Poberezkin +- `annotated-types` (0.7.0): Copyright (c) 2022 the contributors +- `any-promise` (1.3.0): Copyright (c) 2014-2016 Kevin Beaty +- `anyio` (4.9.0): Copyright (c) 2018 Alex Grönholm +- `Apache Commons Logging` (1.3.4): Copyright (c) 1989-2024 Free Software Foundation and The Apache Software Foundation, Copyright (c) 2013-2022 Oracle and/or its affiliates. +- `Apache PDFBox` (3.0.4): Copyright (c) 1990-2024 Adobe Systems Incorporated, www.pdfbox.org, Harald Kuhr, Google Corporation, Red Hat Inc., Unicode Inc., The Apache Software Foundation, GitHub Inc. +- `Apache PDFBox FontBox` (3.0.4): Copyright (c) 2006-2024 www.fontbox.org, The Apache Software Foundation, Grzegorz Luk, Lohit Fonts Project, Unicode Inc. +- `Apache PDFBox io` (3.0.4): Copyright (c) 2002-2024 The Apache Software Foundation +- `assertion-error` (2.0.1): Copyright (c) 2013 Jake Luer +- `AssertJ - Fluent Assertions for Java` (3.27.7): Copyright (c) 1989-2026 Free Software Foundation, Bitstream Inc., Tavmjong Bah, Oracle and/or its affiliates, the original author or authors. +- `balanced-match` (1.0.2): Copyright (c) 2013 Julian Gruber +- `brace-expansion` (1.1.12, 2.0.2): Copyright (c) 2013 Julian Gruber +- `bundle-require` (5.1.0): Copyright (c) 2021 EGOIST +- `Byte Buddy` (1.18.3): Copyright (c) 2000-2011 INRIA, France Telecom, Copyright (c) 2014-Present Rafael Winterhalter +- `Chai` (6.2.1): Copyright (c) 2011-2017 Chai.js Assertion Library, Jake Luer, Sakthipriyan Vairamani +- `chokidar` (4.0.3): Copyright (c) 2012-2019 Paul Miller, Elan Shanker +- `color-name` (1.1.4): Copyright (c) 2015 Dmitry Ivanov +- `com.sun.xml.bind:jaxb-impl` (2.3.2): Copyright (c) 1995-2018 Jean-loup Gailly, Mark Adler, Stuart Knightley, David Duponchel, Vitaly Puzrin, Andrey Tupitsin, Oracle, jQuery Foundation +- `Commander.js` (4.1.1): Copyright (c) 2011 TJ Holowaychuk +- `commons-cli` (1.10.0): Copyright (c) 1989-2025 Free Software Foundation, Oracle, The Apache Software Foundation +- `confbox` (0.1.8): Copyright (c) 2011-2018 Vitaly Puzrin, Aseem Kishore +- `debug-js/debug` (4.4.3): Copyright (c) 2014-2021 TJ Holowaychuk, Josh Junon +- `deep-is` (0.1.4): Copyright (c) 2009-2013 Thomas Robinson, James Halliday, Thorsten Lorenz +- `es-module-lexer` (1.7.0): Copyright (c) 2012-2022 by various contributors, Guy Bedford +- `esbuild` (0.25.12, 0.27.0): Copyright (c) 2020 Evan Wallace +- `ESLint` (9.39.2): Copyright (c) 2013 Joel Feenstra +- `eslint-scope` (8.4.0): Copyright (c) 2012-2015 Yusuke Suzuki, Alex Seville, Thiago de Arruda +- `espree` (10.4.0): Copyright (c) 2012-2015 Acorn Contributors, Sebastian McKenzie +- `esquery` (1.6.0): Copyright (c) 2012-2013 Ariya Hidayat, Yusuke Suzuki, Joel Feenstra +- `esrecurse` (v4.3.0): Copyright (c) 2014 Yusuke Suzuki +- `estraverse` (5.3.0): Copyright (c) 2012-2016 Ariya Hidayat, Yusuke Suzuki +- `esutils` (2.0.3): Copyright (c) 2013-2014 Yusuke Suzuki, Ivan Nikulin +- `expect-type` (1.2.2): Copyright (c) 2024 Misha Kaletsky +- `fast-deep-equal` (v3.1.3): Copyright (c) 2017 Evgeny Poberezkin +- `fdir` (6.5.0): Copyright (c) 2023-2024 Abdullah Atta +- `fix-dts-default-cjs-exports` (1.0.1): Copyright (c) 2025-Present Joaquin +- `flatted` (3.3.3): Copyright (c) 2018-2025 Andrea Giammarchi +- `foreground-child` (3.3.1): Copyright (c) 2015-2023 Isaac Z. Schlueter and Contributors +- `fsevents` (2.3.3): Copyright (c) 2010-2020 Philipp Dunkel, Ben Noordhuis, Elan Shankar, Paul Miller +- `glob-parent` (6.0.2): Copyright (c) 2015-2021 Elan Shanker, Blaine Bublitz, Eric Schoffstall +- `h11` (0.16.0): Copyright (c) 2006-2016 Jonathan E. Taylor, Scipy Developers, Statsmodels Developers, Nathaniel J. Smith, Chris Wanstrath +- `Hamcrest` (1.3): Copyright (c) 2000-2010 hamcrest.org +- `httpcore` (1.0.9): Copyright (c) 2020 Encode OSS Ltd. +- `httpx` (0.27.2): Copyright (c) 2019 Encode OSS Ltd. +- `idna` (3.10): Copyright (c) 2013-2024 Kim Davies and contributors. +- `imurmurhash` (0.1.4): Copyright (c) 2013 Gary Court, Jens Taylor +- `is-extglob` (2.1.1): Copyright (c) 2014-2016 Jon Schlinkert +- `is-glob` (4.0.3): Copyright (c) 2014-2017 Jon Schlinkert +- `jackson-annotations` (2.15.0): Copyright (c) 2007 Tatu Saloranta +- `jackson-core` (2.15.0): Copyright (c) 2007-2020 Tatu Saloranta, Raffaello Giulietti +- `jackson-databind` (2.15.0): Copyright (c) 2007-2011 Tatu Saloranta, Google Inc. +- `Jakarta Activation API` (1.2.0): Copyright (c) 1989-2017 Free Software Foundation, Oracle +- `Java Advanced Imaging Image I/O Tools API core` (1.4.0): Copyright (c) 1990-2018 Wang Labs Inc., Sun Microsystems, Stian Soiland-Reyes, University of Manchester, Butch Howard, Mark Carroll, Peter Hull, Robin Stevens, Yannick De Turck, Luca Bellonda, Curtis Rueden, Ghislain Bonamy, Mykola Pavluchynskyi, Roger Leigh, Sebastien Besson, Peter Jodeleit +- `JAXB CORE` (2.3.0.1): Copyright (c) 1997-2018 Stuart Knightley, David Duponchel, Oracle, jQuery Foundation +- `jaxb-api` (2.4.0-b180830.0359): Copyright (c) 1989-2018 Free Software Foundation, Stuart Knightley, David Duponchel, Oracle, jQuery Foundation +- `Jetbrains annotations` (13.0): Copyright (c) 2000-2013 JetBrains s.r.o., Sascha Weinreuter +- `JPEG2000 support for Java Advanced Imaging Image I/O Tools API` (1.3.0): Copyright (c) 1999-2006 JJ2000 Partners, Sun Microsystems +- `js-yaml` (4.1.1): Copyright (c) 2011-2015 Vitaly Puzrin +- `json-buffer` (3.0.1): Copyright (c) 2013 Dominic Tarr +- `json-schema-traverse` (0.4.1): Copyright (c) 2017 Evgeny Poberezkin +- `JUnit Jupiter (Aggregator)` (5.14.2): Copyright (c) 2015-2026 the original author or authors. +- `Kotlin` (1.8.21): Copyright (c) 2010-2023 JetBrains s.r.o. and Kotlin Programming Language contributors. +- `kotlin-stdlib-common` (1.9.10): Copyright (c) 2007-2023 Google Inc., JetBrains s.r.o., The Guava Authors +- `langchain-opendataloader-pdf` (1.0.1): Copyright (c) 2024 LangChain, Inc. +- `libcspice-sys` (0.1.1): Copyright (c) 2025 libcspice-sys contributors +- `lilconfig` (3.1.3): Copyright (c) 2022 Anton Kastritskiy +- `lines-and-columns` (1.2.4): Copyright (c) 2015 Brian Donovan +- `load-tsconfig` (0.2.5): Copyright (c) 2021 EGOIST +- `mafintosh/why-is-node-running` (2.3.0): Copyright (c) 2016 Mathias Buus +- `magic-string` (0.30.21): Copyright (c) 2018 Rich Harris +- `mdBook` (0.4.36): Copyright (c) 2006-2020 Ivan Sagalaev, Ajax.org B.V., Oliver Nightingale, Wei Song +- `minimatch` (9.0.5): Copyright (c) 2011-2023 Isaac Z. Schlueter and Contributors +- `minipass` (7.1.2): Copyright (c) 2017-2023 npm, Inc., Isaac Z. Schlueter, and Contributors +- `MockWebServer` (4.12.0): Copyright (c) 2011-2019 Google Inc., Square, Inc. +- `moxystudio/node-cross-spawn` (7.0.6): Copyright (c) 2018 Made With MOXY Lda +- `Mozilla Rhino` (1.7.14.1): Copyright (c) 1991-2022 Lucent Technologies, Free Software Foundation, Stuart Knightley, Oracle, Vitaly Puzrin, Sun Microsystems, V8 project authors, Raffaello Giulietti +- `ms.js` (2.1.3): Copyright (c) 2020 Vercel, Inc. +- `mz` (2.7.0): Copyright (c) 2014-2016 Jonathan Ong +- `nanoid` (3.3.11): Copyright (c) 2017 Andrey Sitnik +- `natural-compare` (1.4.0): Copyright (c) 2012-2015 Lauri Rooden +- `nobody` (2.1.1): Copyright (c) 2014-2025 TJ Holowaychuk, Josh Junon, Kevin Deng +- `node-glob` (10.5.0): Copyright (c) 2009-2023 Isaac Z. Schlueter and Contributors +- `node-ignore` (5.3.2, 7.0.5): Copyright (c) 2013 Kael Zhang +- `node-lru-cache` (10.4.3, 11.2.2): Copyright (c) 2010-2023 Isaac Z. Schlueter and Contributors +- `nodeca-argparse` (2.0.1): Copyright (c) 1991-2020 Stichting Mathematisch Centrum Amsterdam, Gregory P. Ward, Python Software Foundation, argparse.js authors +- `OkHttp` (4.12.0): Copyright (c) 2010-2020 The Android Open Source Project, Square Inc., Twitter Inc. +- `OkIO` (3.6.0): Copyright (c) 2014-2023 Square, Inc. +- `org.apiguardian:apiguardian-api` (1.1.2): Copyright (c) 1995-2018 Jean-loup Gailly, Mark Adler, Stuart Knightley, Vitaly Puzrin, Oracle, jQuery Foundation +- `org.junit.jupiter:junit-jupiter-*` (5.14.2): Copyright (c) 1989-2026 Free Software Foundation, Oracle, the original author or authors. +- `org.junit.platform:junit-platform-*` (1.14.2): Copyright (c) 1989-2026 Free Software Foundation, Oracle, the original author or authors. +- `org.opentest4j:opentest4j` (1.3.0): Copyright (c) 1989-2023 Free Software Foundation, Oracle, the original author or authors. +- `orjson` (3.10.15): Copyright (c) 1991-2023 Alex Crichton, Milo Yip, Ryohei Machida, The Rust Project Developers, Andrew Gallant, Nicholas Allegra, Nikolai Vazquez, The bytecount Developers, PyO3 Project, Sergio Benitez, Ashley Mannix, The Servo Project Developers, YaoYuan, Parker Timmerman, Stephen M. Coakley, The Uuid Project Developers, Ulf Adams, Unicode Inc., winapi-rs developers +- `Packaging` (24.2): Copyright (c) 2017-Present Ofek Lev +- `pathe` (2.0.3): Copyright (c) 2023-Present Fabio Spampinato +- `PDFBox JBIG2 ImageIO plugin` (3.0.3): Copyright (c) 1995-2019 levigo holding GmbH, The Apache Software Foundation +- `picocolors` (1.1.1): Copyright (c) 2021-2024 Oleksii Raspopov, Kostiantyn Denysov, Anton Verinov +- `picomatch` (4.0.3): Copyright (c) 2017-Present Jon Schlinkert +- `pirates` (4.0.7): Copyright (c) 2015-2018 Ari Porad +- `PostCSS` (8.5.6): Copyright (c) 2013 Andrey Sitnik +- `Prettier IO` (3.8.1): Copyright (c) 2009-2026 Google LLC, Kevin Decker, Vitaly Puzrin, Woong Jun, Raynos, Ingvar Stepanyan, Aseem Kishore, Andrey Sitnik, Dominic Tarr, James Halliday, Kael Zhang, Liucw, Mikola Lysenko, Alex Bell, Stefan Thomas, Yehuda Katz, Jon Schlinkert, Teambition, Simon Lydell, Sebastian McKenzie, Tilde Inc., Titus Wormer, Elan Shanker, Matteo Collina, Denys Kniazevych, Joshua Holbrook, Mark Wubben, Pat Sissons, Thomas Watson Steen, Andrew Powell, Evgeny Poberezkin, Luke Childs, Andrea Giammarchi, KFlash, typescript-eslint, Fabio Spampinato, Jared Wray, Oleksii Raspopov, Eemeli Aro, EditorConfig Team. +- `psf-requests` (2.32.5): Copyright (c) 2012-2019 Kenneth Reitz +- `pydantic` (2.10.6): Copyright (c) 2017-Present Pydantic Services Inc. +- `pydantic-core` (2.27.2): Copyright (c) 2022 Samuel Colvin +- `python-json-patch` (1.33): Copyright (c) 2011 Stefan Kögl +- `python-json-pointer` (3.0.0): Copyright (c) 2011 Stefan Kögl +- `python-typing-extensions` (4.15.0): Copyright (c) 1991-1995 Stichting Mathematisch Centrum Amsterdam +- `python3-charset-normalizer` (3.4.1): Copyright (c) 2021-2025 Ahmed TAHRI +- `PyYAML` (6.0.2): Copyright (c) 2006-2021 Kirill Simonov, Ingy döt Net +- `Qix-/color-convert` (2.0.1): Copyright (c) 2011-2016 Heather Arthur, Josh Junon +- `readdirp` (4.1.2): Copyright (c) 2012-2019 Thorsten Lorenz, Paul Miller +- `requests-toolbelt` (1.0.0): Copyright (c) 2014 Ian Cordasco, Cory Benfield +- `rollup/rollup` (4.53.2): Copyright (c) 2012-2024 Paul Miller, Elan Shanker, Thorsten Lorenz, Jon Schlinkert, Benjamin Coe, Isaac Z. Schlueter, RollupJS Plugin Contributors, Sindre Sorhus, Oleksii Raspopov, Rich Harris, Justin Ridgewell +- `Saxon XSLT and XQuery Processor` (12.8): Copyright (c) 1998-2025 James Clark, Saxonica Limited, Michael Froh, Oracle +- `siginfo` (2.0.0): Copyright (c) 2017 Emil Bay +- `source-map` (0.7.6): Copyright (c) 2009-2014 Mozilla Foundation, The Closure Compiler Authors +- `source-map-js` (1.2.1): Copyright (c) 2009-2014 Mozilla Foundation, The Closure Compiler Authors +- `stackback` (0.0.2): Copyright (c) 2012 the V8 project authors. +- `StAX Utilities Project` (20070216): Copyright (c) 2004-2006 Christian Niles, Sun Microsystems, John Kristian +- `sucrase` (3.35.0): Copyright (c) 2012-2018 various contributors +- `tapjs/signal-exit` (4.1.0): Copyright (c) 2015-2023 Benjamin Coe, Isaac Z. Schlueter +- `tenacity` (8.5.0): Copyright (c) 2013-2018 Ray Holder, Joshua Harlow, Julien Danjou, Elisey Zanko +- `thenify` (3.3.1): Copyright (c) 2014-2016 Jonathan Ong +- `thenify-all` (1.6.0): Copyright (c) 2014 Jonathan Ong +- `tinybench` (2.9.0): Copyright (c) 2022 Tinylibs +- `tinyexec` (0.3.2, 1.0.2): Copyright (c) 2024 Tinylibs +- `tinyglobby` (0.2.15): Copyright (c) 2024 Madeline Gurriar +- `tinyrainbow` (3.0.3): Copyright (c) 2022 Tinylibs +- `tree-kill` (v1.2.2): Copyright (c) 2018 Peter Krumins +- `tsup` (8.5.1): Copyright (c) 2021 EGOIST +- `TypeScript` (5.9.3): Copyright (c) 1991-2018 Unicode Inc., The Khronos Group Inc., WHATWG +- `uri-js` (4.4.1): Copyright (c) 2011 Gary Court +- `urllib3` (2.6.1): Copyright (c) 2008-2020 Andrey Petrov and contributors +- `vitejs` (7.3.1): Copyright (c) 2010-2025 Sencha Inc., William Stein, Einar Otto Stangvik, LearnBoost, TJ Holowaychuk, Paul Miller, Elan Shanker, Thorsten Lorenz, Arnout Kazemier, James Halliday, Troy Goode, Jonathan Ong, Jared Hanson, Ivan Nikulin, Maxime Thirouin, Nathan Rajlich, Jon Schlinkert, Douglas Christopher Wilson, Simon Lydell, Alexey Litvinov, Andreas Lubbe, Glen Maddern, Tiancheng Gu, Scott Motte, Facebook Inc., Luigi Pinca, Yuxi You, MOXY Lda, Josh Junon, Guy Bedford, Rich Harris, Sindre Sorhus, VoidZero Inc., The Preact Authors, dominikg, Anthony Fu, Anton Kastritskiy, sapphi-red, Mark Dalgleish, Alexander Madyankin, Justin Ridgewell, Kevin Deng. +- `word-wrap` (1.2.5): Copyright (c) 2014-2023 Jon Schlinkert +- `XML Resolver` (5.3.3): Copyright (c) 1989-2023 Free Software Foundation, The Open Healthcare Group, Jonathan Borden, Oracle, W3C, The Internet Society +- `zstandard` (0.23.0): Copyright (c) 1989-2021 Free Software Foundation, Yuta Mori, Gregory Szorc, Tino Reichardt \ No newline at end of file diff --git a/THIRD_PARTY/licenses/BSD-2-Clause.txt b/THIRD_PARTY/licenses/BSD-2-Clause.txt new file mode 100644 index 0000000..b1c2a69 --- /dev/null +++ b/THIRD_PARTY/licenses/BSD-2-Clause.txt @@ -0,0 +1,22 @@ +BSD Two Clause License +====================== + +Redistribution and use in source and binary forms, with or without modification, +are permitted provided that the following conditions are met: + + 1. Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + 2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE AUTHOR "AS IS" AND ANY EXPRESS OR IMPLIED +WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF +MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT +SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, +EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT +OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS +INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, +STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY +OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH +DAMAGE. \ No newline at end of file diff --git a/THIRD_PARTY/licenses/BSD-3-Clause.txt b/THIRD_PARTY/licenses/BSD-3-Clause.txt new file mode 100644 index 0000000..fa190e7 --- /dev/null +++ b/THIRD_PARTY/licenses/BSD-3-Clause.txt @@ -0,0 +1,30 @@ +BSD 3-clause "New" or "Revised" License + +Copyright (c) , +All rights reserved. + +Redistribution and use in source and binary forms, with or without modification, +are permitted provided that the following conditions are met: + + * Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + + * Neither the name of the nor the names of its contributors may + be used to endorse or promote products derived from this software without + specific prior written permission. + + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR +ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS +OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING +NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN +IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. diff --git a/THIRD_PARTY/licenses/Blue-Oak-1.0.0.txt b/THIRD_PARTY/licenses/Blue-Oak-1.0.0.txt new file mode 100644 index 0000000..fbcf653 --- /dev/null +++ b/THIRD_PARTY/licenses/Blue-Oak-1.0.0.txt @@ -0,0 +1,56 @@ +Blue Oak Model License +====================== + +Version 1.0.0 + +Purpose +------- + +This license gives everyone as much permission to work with this software as +possible, while protecting contributors from liability. + +Acceptance +---------- + +In order to receive this license, you must agree to its rules. The rules of this +license are both obligations under that agreement and conditions to your license. +You must not do anything with this software that triggers a rule that you cannot +or will not follow. + +Copyright +--------- + +Each contributor licenses you to do everything with this software that would +otherwise infringe that contributor's copyright in it. + +Notices +------- + +You must ensure that everyone who gets a copy of any part of this software from +you, with or without changes, also gets the text of this license or a link to +https://blueoakcouncil.org/license/1.0.0. + +Excuse +------ + +If anyone notifies you in writing that you have not complied with Notices, you +can keep your license by taking all practical steps to comply within 30 days +after the notice. If you do not do so, your license ends immediately. + +Patent +------ + +Each contributor licenses you to do everything with this software that would +otherwise infringe any patent claims they can license or become able to license. + +Reliability +----------- + +No contributor can revoke this license. + +No Liability +------------ + +As far as the law allows, this software comes as is, without any warranty or +condition, and no contributor will be liable to anyone for any damages related to +this software or this license, under any kind of legal claim. \ No newline at end of file diff --git a/THIRD_PARTY/licenses/CDDL-1.1.txt b/THIRD_PARTY/licenses/CDDL-1.1.txt new file mode 100644 index 0000000..7ec9162 --- /dev/null +++ b/THIRD_PARTY/licenses/CDDL-1.1.txt @@ -0,0 +1,352 @@ +COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.1 +============================================================== + +1. Definitions. + + 1.1. “Contributor” means each individual or entity that creates or contributes + to the creation of Modifications. + + 1.2. “Contributor Version” means the combination of the Original Software, + prior Modifications used by a Contributor (if any), and the Modifications made + by that particular Contributor. + + 1.3. “Covered Software” means (a) the Original Software, or (b) Modifications, + or (c) the combination of files containing Original Software with files + containing Modifications, in each case including portions thereof. + + 1.4. “Executable” means the Covered Software in any form other than Source + Code. + + 1.5. “Initial Developer” means the individual or entity that first makes + Original Software available under this License. + + 1.6. “Larger Work” means a work which combines Covered Software or portions + thereof with code not governed by the terms of this License. + + 1.7. “License” means this document. + + 1.8. “Licensable” means having the right to grant, to the maximum extent + possible, whether at the time of the initial grant or subsequently acquired, + any and all of the rights conveyed herein. + + 1.9. “Modifications” means the Source Code and Executable form of any of the + following: + + A. Any file that results from an addition to, deletion from or modification + of the contents of a file containing Original Software or previous + Modifications; + + B. Any new file that contains any part of the Original Software or previous + Modification; or + + C. Any new file that is contributed or otherwise made available under the + terms of this License. + + + 1.10. “Original Software” means the Source Code and Executable form of computer + software code that is originally released under this License. + + 1.11. “Patent Claims” means any patent claim(s), now owned or hereafter + acquired, including without limitation, method, process, and apparatus claims, + in any patent Licensable by grantor. + + 1.12. “Source Code” means (a) the common form of computer software code in + which modifications are made and (b) associated documentation included in or + with such code. + + 1.13. “You” (or “Your”) means an individual or a legal entity exercising rights + under, and complying with all of the terms of, this License. For legal + entities, “You” includes any entity which controls, is controlled by, or is + under common control with You. For purposes of this definition, “control” means + (a) the power, direct or indirect, to cause the direction or management of such + entity, whether by contract or otherwise, or (b) ownership of more than fifty + percent (50%) of the outstanding shares or beneficial ownership of such entity. + +2. License Grants. + + 2.1. The Initial Developer Grant. + + Conditioned upon Your compliance with Section 3.1 below and subject to third + party intellectual property claims, the Initial Developer hereby grants You a + world-wide, royalty-free, non-exclusive license: + + (a) under intellectual property rights (other than patent or trademark) + Licensable by Initial Developer, to use, reproduce, modify, display, perform, + sublicense and distribute the Original Software (or portions thereof), with + or without Modifications, and/or as part of a Larger Work; and + + (b) under Patent Claims infringed by the making, using or selling of Original + Software, to make, have made, use, practice, sell, and offer for sale, and/or + otherwise dispose of the Original Software (or portions thereof). + + (c) The licenses granted in Sections 2.1(a) and (b) are effective on the date + Initial Developer first distributes or otherwise makes the Original Software + available to a third party under the terms of this License. + + (d) Notwithstanding Section 2.1(b) above, no patent license is granted: (1) + for code that You delete from the Original Software, or (2) for infringements + caused by: (i) the modification of the Original Software, or (ii) the + combination of the Original Software with other software or devices. + + + 2.2. Contributor Grant. + + Conditioned upon Your compliance with Section 3.1 below and subject to third + party intellectual property claims, each Contributor hereby grants You a + world-wide, royalty-free, non-exclusive license: + + (a) under intellectual property rights (other than patent or trademark) + Licensable by Contributor to use, reproduce, modify, display, perform, + sublicense and distribute the Modifications created by such Contributor (or + portions thereof), either on an unmodified basis, with other Modifications, + as Covered Software and/or as part of a Larger Work; and + + (b) under Patent Claims infringed by the making, using, or selling of + Modifications made by that Contributor either alone and/or in combination + with its Contributor Version (or portions of such combination), to make, use, + sell, offer for sale, have made, and/or otherwise dispose of: (1) + Modifications made by that Contributor (or portions thereof); and (2) the + combination of Modifications made by that Contributor with its Contributor + Version (or portions of such combination). + + (c) The licenses granted in Sections 2.2(a) and 2.2(b) are effective on the + date Contributor first distributes or otherwise makes the Modifications + available to a third party. + + (d) Notwithstanding Section 2.2(b) above, no patent license is granted: + + (1) for any code that Contributor has deleted from the Contributor Version; + + (2) for infringements caused by: (i) third party modifications of + Contributor Version, or (ii) the combination of Modifications made by that + Contributor with other software (except as part of the Contributor Version) + or other devices; or + + (3) under Patent Claims infringed by Covered Software in the absence of + Modifications made by that Contributor. + + + 3. Distribution Obligations. + + 3.1. Availability of Source Code. + + Any Covered Software that You distribute or otherwise make available in + Executable form must also be made available in Source Code form and that + Source Code form must be distributed only under the terms of this License. + You must include a copy of this License with every copy of the Source Code + form of the Covered Software You distribute or otherwise make available. You + must inform recipients of any such Covered Software in Executable form as to + how they can obtain such Covered Software in Source Code form in a reasonable + manner on or through a medium customarily used for software exchange. + + 3.2. Modifications. + + The Modifications that You create or to which You contribute are governed by + the terms of this License. You represent that You believe Your Modifications + are Your original creation(s) and/or You have sufficient rights to grant the + rights conveyed by this License. + + 3.3. Required Notices. + + You must include a notice in each of Your Modifications that identifies You + as the Contributor of the Modification. You may not remove or alter any + copyright, patent or trademark notices contained within the Covered Software, + or any notices of licensing or any descriptive text giving attribution to any + Contributor or the Initial Developer. + + 3.4. Application of Additional Terms. + + You may not offer or impose any terms on any Covered Software in Source Code + form that alters or restricts the applicable version of this License or the + recipients' rights hereunder. You may choose to offer, and to charge a fee + for, warranty, support, indemnity or liability obligations to one or more + recipients of Covered Software. However, you may do so only on Your own + behalf, and not on behalf of the Initial Developer or any Contributor. You + must make it absolutely clear that any such warranty, support, indemnity or + liability obligation is offered by You alone, and You hereby agree to + indemnify the Initial Developer and every Contributor for any liability + incurred by the Initial Developer or such Contributor as a result of + warranty, support, indemnity or liability terms You offer. + + 3.5. Distribution of Executable Versions. + + You may distribute the Executable form of the Covered Software under the + terms of this License or under the terms of a license of Your choice, which + may contain terms different from this License, provided that You are in + compliance with the terms of this License and that the license for the + Executable form does not attempt to limit or alter the recipient's rights in + the Source Code form from the rights set forth in this License. If You + distribute the Covered Software in Executable form under a different license, + You must make it absolutely clear that any terms which differ from this + License are offered by You alone, not by the Initial Developer or + Contributor. You hereby agree to indemnify the Initial Developer and every + Contributor for any liability incurred by the Initial Developer or such + Contributor as a result of any such terms You offer. + + 3.6. Larger Works. + + You may create a Larger Work by combining Covered Software with other code + not governed by the terms of this License and distribute the Larger Work as a + single product. In such a case, You must make sure the requirements of this + License are fulfilled for the Covered Software. + + + 4. Versions of the License. + + 4.1. New Versions. + + Oracle is the initial license steward and may publish revised and/or new + versions of this License from time to time. Each version will be given a + distinguishing version number. Except as provided in Section 4.3, no one + other than the license steward has the right to modify this License. + + 4.2. Effect of New Versions. + + You may always continue to use, distribute or otherwise make the Covered + Software available under the terms of the version of the License under which + You originally received the Covered Software. If the Initial Developer + includes a notice in the Original Software prohibiting it from being + distributed or otherwise made available under any subsequent version of the + License, You must distribute and make the Covered Software available under + the terms of the version of the License under which You originally received + the Covered Software. Otherwise, You may also choose to use, distribute or + otherwise make the Covered Software available under the terms of any + subsequent version of the License published by the license steward. + + 4.3. Modified Versions. + + When You are an Initial Developer and You want to create a new license for + Your Original Software, You may create and use a modified version of this + License if You: (a) rename the license and remove any references to the name + of the license steward (except to note that the license differs from this + License); and (b) otherwise make it clear that the license contains terms + which differ from this License. + + + 5. DISCLAIMER OF WARRANTY. + + COVERED SOFTWARE IS PROVIDED UNDER THIS LICENSE ON AN “AS IS” BASIS, WITHOUT + WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, WITHOUT + LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE IS FREE OF DEFECTS, + MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR NON-INFRINGING. THE ENTIRE RISK + AS TO THE QUALITY AND PERFORMANCE OF THE COVERED SOFTWARE IS WITH YOU. SHOULD + ANY COVERED SOFTWARE PROVE DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL + DEVELOPER OR ANY OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING, + REPAIR OR CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN ESSENTIAL PART + OF THIS LICENSE. NO USE OF ANY COVERED SOFTWARE IS AUTHORIZED HEREUNDER EXCEPT + UNDER THIS DISCLAIMER. + + + + 6. TERMINATION. + + 6.1. This License and the rights granted hereunder will terminate + automatically if You fail to comply with terms herein and fail to cure such + breach within 30 days of becoming aware of the breach. Provisions which, by + their nature, must remain in effect beyond the termination of this License + shall survive. + + 6.2. If You assert a patent infringement claim (excluding declaratory + judgment actions) against Initial Developer or a Contributor (the Initial + Developer or Contributor against whom You assert such claim is referred to as + “Participant”) alleging that the Participant Software (meaning the + Contributor Version where the Participant is a Contributor or the Original + Software where the Participant is the Initial Developer) directly or + indirectly infringes any patent, then any and all rights granted directly or + indirectly to You by such Participant, the Initial Developer (if the Initial + Developer is not the Participant) and all Contributors under Sections 2.1 + and/or 2.2 of this License shall, upon 60 days notice from Participant + terminate prospectively and automatically at the expiration of such 60 day + notice period, unless if within such 60 day period You withdraw Your claim + with respect to the Participant Software against such Participant either + unilaterally or pursuant to a written agreement with Participant. + + 6.3. If You assert a patent infringement claim against Participant alleging + that the Participant Software directly or indirectly infringes any patent + where such claim is resolved (such as by license or settlement) prior to the + initiation of patent infringement litigation, then the reasonable value of + the licenses granted by such Participant under Sections 2.1 or 2.2 shall be + taken into account in determining the amount or value of any payment or + license. + + 6.4. In the event of termination under Sections 6.1 or 6.2 above, all end + user licenses that have been validly granted by You or any distributor + hereunder prior to termination (excluding licenses granted to You by any + distributor) shall survive termination. + + + 7. LIMITATION OF LIABILITY. + + UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT (INCLUDING + NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE INITIAL DEVELOPER, ANY + OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF COVERED SOFTWARE, OR ANY SUPPLIER OF + ANY OF SUCH PARTIES, BE LIABLE TO ANY PERSON FOR ANY INDIRECT, SPECIAL, + INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING, WITHOUT + LIMITATION, DAMAGES FOR LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER FAILURE OR + MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR LOSSES, EVEN IF SUCH + PARTY SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF SUCH DAMAGES. THIS + LIMITATION OF LIABILITY SHALL NOT APPLY TO LIABILITY FOR DEATH OR PERSONAL + INJURY RESULTING FROM SUCH PARTY'S NEGLIGENCE TO THE EXTENT APPLICABLE LAW + PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR + LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION AND + LIMITATION MAY NOT APPLY TO YOU. + + + + 8. U.S. GOVERNMENT END USERS. + + The Covered Software is a “commercial item,” as that term is defined in 48 + C.F.R. 2.101 (Oct. 1995), consisting of “commercial computer software” (as that + term is defined at 48 C.F.R. § 252.227-7014(a)(1)) and “commercial computer + software documentation” as such terms are used in 48 C.F.R. 12.212 (Sept. + 1995). Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through + 227.7202-4 (June 1995), all U.S. Government End Users acquire Covered Software + with only those rights set forth herein. This U.S. Government Rights clause is + in lieu of, and supersedes, any other FAR, DFAR, or other clause or provision + that addresses Government rights in computer software under this License. + + + + 9. MISCELLANEOUS. + + This License represents the complete agreement concerning subject matter + hereof. If any provision of this License is held to be unenforceable, such + provision shall be reformed only to the extent necessary to make it + enforceable. This License shall be governed by the law of the jurisdiction + specified in a notice contained within the Original Software (except to the + extent applicable law, if any, provides otherwise), excluding such + jurisdiction's conflict-of-law provisions. Any litigation relating to this + License shall be subject to the jurisdiction of the courts located in the + jurisdiction and venue specified in a notice contained within the Original + Software, with the losing party responsible for costs, including, without + limitation, court costs and reasonable attorneys' fees and expenses. The + application of the United Nations Convention on Contracts for the International + Sale of Goods is expressly excluded. Any law or regulation which provides that + the language of a contract shall be construed against the drafter shall not + apply to this License. You agree that You alone are responsible for compliance + with the United States export administration regulations (and the export + control laws and regulation of any other countries) when You use, distribute or + otherwise make available any Covered Software. + + + + 10. RESPONSIBILITY FOR CLAIMS. + + As between Initial Developer and the Contributors, each party is responsible + for claims and damages arising, directly or indirectly, out of its utilization + of rights under this License and You agree to work with Initial Developer and + Contributors to distribute such responsibility on an equitable basis. Nothing + herein is intended or shall be deemed to constitute any admission of liability. + + + + ------------------------------------------------------------------------------ + + NOTICE PURSUANT TO SECTION 9 OF THE COMMON DEVELOPMENT AND DISTRIBUTION LICENSE + (CDDL) + + The code released under the CDDL shall be governed by the laws of the State of + California (excluding conflict-of-law provisions). Any litigation relating to + this License shall be subject to the jurisdiction of the Federal Courts of the + Northern District of California and the state courts of the State of + California, with venue lying in Santa Clara County, California. diff --git a/THIRD_PARTY/licenses/EDL-1.0.txt b/THIRD_PARTY/licenses/EDL-1.0.txt new file mode 100644 index 0000000..1b3944a --- /dev/null +++ b/THIRD_PARTY/licenses/EDL-1.0.txt @@ -0,0 +1,31 @@ +Eclipse Distribution License - v 1.0 +==================================== + +Copyright (c) 2007, Eclipse Foundation, Inc. and its licensors. + +All rights reserved. + +Redistribution and use in source and binary forms, with or without modification, +are permitted provided that the following conditions are met: + + * Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + + * Neither the name of the Eclipse Foundation, Inc. nor the names of its + contributors may be used to endorse or promote products derived from this + software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR +ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS +OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING +NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN +IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. diff --git a/THIRD_PARTY/licenses/EPL-1.0.txt b/THIRD_PARTY/licenses/EPL-1.0.txt new file mode 100644 index 0000000..b509a63 --- /dev/null +++ b/THIRD_PARTY/licenses/EPL-1.0.txt @@ -0,0 +1,211 @@ +Eclipse Public License - v 1.0 +============================== + +THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS ECLIPSE PUBLIC +LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM +CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT. + +1. DEFINITIONS + +"Contribution" means: + +a) in the case of the initial Contributor, the initial code and documentation +distributed under this Agreement, and +b) in the case of each subsequent Contributor: + +i) changes to the Program, and + +ii) additions to the Program; +where such changes and/or additions to the Program originate from and are +distributed by that particular Contributor. A Contribution 'originates' from a +Contributor if it was added to the Program by such Contributor itself or anyone +acting on such Contributor's behalf. Contributions do not include additions to +the Program which: (i) are separate modules of software distributed in +conjunction with the Program under their own license agreement, and (ii) are not +derivative works of the Program. + +"Contributor" means any person or entity that distributes the Program. + +"Licensed Patents " mean patent claims licensable by a Contributor which are +necessarily infringed by the use or sale of its Contribution alone or when +combined with the Program. + +"Program" means the Contributions distributed in accordance with this Agreement. + +"Recipient" means anyone who receives the Program under this Agreement, including +all Contributors. + +2. GRANT OF RIGHTS + +a) Subject to the terms of this Agreement, each Contributor hereby grants +Recipient a non-exclusive, worldwide, royalty-free copyright license to reproduce, +prepare derivative works of, publicly display, publicly perform, distribute and +sublicense the Contribution of such Contributor, if any, and such derivative +works, in source code and object code form. + +b) Subject to the terms of this Agreement, each Contributor hereby grants +Recipient a non-exclusive, worldwide, royalty-free patent license under Licensed +Patents to make, use, sell, offer to sell, import and otherwise transfer the +Contribution of such Contributor, if any, in source code and object code form. +This patent license shall apply to the combination of the Contribution and the +Program if, at the time the Contribution is added by the Contributor, such +addition of the Contribution causes such combination to be covered by the +Licensed Patents. The patent license shall not apply to any other combinations +which include the Contribution. No hardware per se is licensed hereunder. + +c) Recipient understands that although each Contributor grants the licenses to +its Contributions set forth herein, no assurances are provided by any Contributor +that the Program does not infringe the patent or other intellectual property +rights of any other entity. Each Contributor disclaims any liability to Recipient +for claims brought by any other entity based on infringement of intellectual +property rights or otherwise. As a condition to exercising the rights and +licenses granted hereunder, each Recipient hereby assumes sole responsibility to +secure any other intellectual property rights needed, if any. For example, if a +third party patent license is required to allow Recipient to distribute the +Program, it is Recipient's responsibility to acquire that license before +distributing the Program. + +d) Each Contributor represents that to its knowledge it has sufficient copyright +rights in its Contribution, if any, to grant the copyright license set forth in +this Agreement. + +3. REQUIREMENTS + +A Contributor may choose to distribute the Program in object code form under its +own license agreement, provided that: + +a) it complies with the terms and conditions of this Agreement; +and + +b) its license agreement: + +i) effectively disclaims on behalf of all Contributors all warranties and +conditions, express and implied, including warranties or conditions of title and +non-infringement, and implied warranties or conditions of merchantability and +fitness for a particular purpose; + +ii) effectively excludes on behalf of all Contributors all liability for damages, +including direct, indirect, special, incidental and consequential damages, such +as lost profits; + +iii) states that any provisions which differ from this Agreement are offered by +that Contributor alone and not by any other party; +and + +iv) states that source code for the Program is available from such Contributor, +and informs licensees how to obtain it in a reasonable manner on or through a +medium customarily used for software exchange. + +When the Program is made available in source code form: + +a) it must be made available under this Agreement; +and + +b) a copy of this Agreement must be included with each copy of the Program. + +Contributors may not remove or alter any copyright notices contained within the +Program. + +Each Contributor must identify itself as the originator of its Contribution, if +any, in a manner that reasonably allows subsequent Recipients to identify the +originator of the Contribution. + +4. COMMERCIAL DISTRIBUTION + +Commercial distributors of software may accept certain responsibilities with +respect to end users, business partners and the like. While this license is +intended to facilitate the commercial use of the Program, the Contributor who +includes the Program in a commercial product offering should do so in a manner +which does not create potential liability for other Contributors. Therefore, if a +Contributor includes the Program in a commercial product offering, such +Contributor ("Commercial Contributor") hereby agrees to defend and indemnify +every other Contributor ("Indemnified Contributor") against any losses, damages +and costs (collectively "Losses") arising from claims, lawsuits and other legal +actions brought by a third party against the Indemnified Contributor to the +extent caused by the acts or omissions of such Commercial Contributor in +connection with its distribution of the Program in a commercial product offering. +The obligations in this section do not apply to any claims or Losses relating to +any actual or alleged intellectual property infringement. In order to qualify, an +Indemnified Contributor must: a) promptly notify the Commercial Contributor in +writing of such claim, and b) allow the Commercial Contributor to control, and +cooperate with the Commercial Contributor in, the defense and any related +settlement negotiations. The Indemnified Contributor may participate in any such +claim at its own expense. + +For example, a Contributor might include the Program in a commercial product +offering, Product X. That Contributor is then a Commercial Contributor. If that +Commercial Contributor then makes performance claims, or offers warranties +related to Product X, those performance claims and warranties are such Commercial +Contributor's responsibility alone. Under this section, the Commercial +Contributor would have to defend claims against the other Contributors related to +those performance claims and warranties, and if a court requires any other +Contributor to pay any damages as a result, the Commercial Contributor must pay +those damages. + +5. NO WARRANTY + +EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN +"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR +IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE, +NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each +Recipient is solely responsible for determining the appropriateness of using and +distributing the Program and assumes all risks associated with its exercise of +rights under this Agreement , including but not limited to the risks and costs of +program errors, compliance with applicable laws, damage to or loss of data, +programs or equipment, and unavailability or interruption of operations. + +6. DISCLAIMER OF LIABILITY + +EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY +CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST +PROFITS), HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, +STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY +OUT OF THE USE OR DISTRIBUTION OF THE PROGRAM OR THE EXERCISE OF ANY RIGHTS +GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. + +7. GENERAL + +If any provision of this Agreement is invalid or unenforceable under applicable +law, it shall not affect the validity or enforceability of the remainder of the +terms of this Agreement, and without further action by the parties hereto, such +provision shall be reformed to the minimum extent necessary to make such +provision valid and enforceable. + +If Recipient institutes patent litigation against any entity (including a +cross-claim or counterclaim in a lawsuit) alleging that the Program itself +(excluding combinations of the Program with other software or hardware) infringes +such Recipient's patent(s), then such Recipient's rights granted under Section +2(b) shall terminate as of the date such litigation is filed. + +All Recipient's rights under this Agreement shall terminate if it fails to comply +with any of the material terms or conditions of this Agreement and does not cure +such failure in a reasonable period of time after becoming aware of such +noncompliance. If all Recipient's rights under this Agreement terminate, +Recipient agrees to cease use and distribution of the Program as soon as +reasonably practicable. However, Recipient's obligations under this Agreement and +any licenses granted by Recipient relating to the Program shall continue and +survive. + +Everyone is permitted to copy and distribute copies of this Agreement, but in +order to avoid inconsistency the Agreement is copyrighted and may only be +modified in the following manner. The Agreement Steward reserves the right to +publish new versions (including revisions) of this Agreement from time to time. +No one other than the Agreement Steward has the right to modify this Agreement. +The Eclipse Foundation is the initial Agreement Steward. The Eclipse Foundation +may assign the responsibility to serve as the Agreement Steward to a suitable +separate entity. Each new version of the Agreement will be given a distinguishing +version number. The Program (including Contributions) may always be distributed +subject to the version of the Agreement under which it was received. In addition, +after a new version of the Agreement is published, Contributor may elect to +distribute the Program (including its Contributions) under the new version. +Except as expressly stated in Sections 2(a) and 2(b) above, Recipient receives no +rights or licenses to the intellectual property of any Contributor under this +Agreement, whether expressly, by implication, estoppel or otherwise. All rights +in the Program not expressly granted under this Agreement are reserved. + +This Agreement is governed by the laws of the State of New York and the +intellectual property laws of the United States of America. No party to this +Agreement will bring a legal action under this Agreement more than one year after +the cause of action arose. Each party waives its rights to a jury trial in any +resulting litigation. \ No newline at end of file diff --git a/THIRD_PARTY/licenses/EPL-2.0.txt b/THIRD_PARTY/licenses/EPL-2.0.txt new file mode 100644 index 0000000..fa8f72b --- /dev/null +++ b/THIRD_PARTY/licenses/EPL-2.0.txt @@ -0,0 +1,267 @@ +Eclipse Public License - v 2.0 +============================== + +THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS ECLIPSE PUBLIC +LICENSE (“AGREEMENT”). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM +CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT. + + +1. DEFINITIONS +-------------- + +“Contribution” means: + + a) in the case of the initial Contributor, the initial content Distributed + under this Agreement, and + b) in the case of each subsequent Contributor: + + i) changes to the Program, and + ii) additions to the Program; + + where such changes and/or additions to the Program originate from and are + Distributed by that particular Contributor. A Contribution “originates” from a + Contributor if it was added to the Program by such Contributor itself or anyone + acting on such Contributor's behalf. Contributions do not include changes or + additions to the Program that are not Modified Works. + +“Contributor” means any person or entity that Distributes the Program. + +“Licensed Patents” mean patent claims licensable by a Contributor which are +necessarily infringed by the use or sale of its Contribution alone or when +combined with the Program. + +“Program” means the Contributions Distributed in accordance with this Agreement. + +“Recipient” means anyone who receives the Program under this Agreement or any +Secondary License (as applicable), including Contributors. + +“Derivative Works” shall mean any work, whether in Source Code or other form, +that is based on (or derived from) the Program and for which the editorial +revisions, annotations, elaborations, or other modifications represent, as a +whole, an original work of authorship. + +“Modified Works” shall mean any work in Source Code or other form that results +from an addition to, deletion from, or modification of the contents of the +Program, including, for purposes of clarity any new file in Source Code form that +contains any contents of the Program. Modified Works shall not include works that +contain only declarations, interfaces, types, classes, structures, or files of +the Program solely in each case in order to link to, bind by name, or subclass +the Program or Modified Works thereof. + +“Distribute” means the acts of a) distributing or b) making available in any +manner that enables the transfer of a copy. + +“Source Code” means the form of a Program preferred for making modifications, +including but not limited to software source code, documentation source, and +configuration files. + +“Secondary License” means either the GNU General Public License, Version 2.0, or +any later versions of that license, including any exceptions or additional +permissions as identified by the initial Contributor. + + +2. GRANT OF RIGHTS +------------------ + + a) Subject to the terms of this Agreement, each Contributor hereby grants + Recipient a non-exclusive, worldwide, royalty-free copyright license to + reproduce, prepare Derivative Works of, publicly display, publicly perform, + Distribute and sublicense the Contribution of such Contributor, if any, and + such Derivative Works. + b) Subject to the terms of this Agreement, each Contributor hereby grants + Recipient a non-exclusive, worldwide, royalty-free patent license under + Licensed Patents to make, use, sell, offer to sell, import and otherwise + transfer the Contribution of such Contributor, if any, in Source Code or other + form. This patent license shall apply to the combination of the Contribution + and the Program if, at the time the Contribution is added by the Contributor, + such addition of the Contribution causes such combination to be covered by the + Licensed Patents. The patent license shall not apply to any other combinations + which include the Contribution. No hardware per se is licensed hereunder. + c) Recipient understands that although each Contributor grants the licenses to + its Contributions set forth herein, no assurances are provided by any + Contributor that the Program does not infringe the patent or other intellectual + property rights of any other entity. Each Contributor disclaims any liability + to Recipient for claims brought by any other entity based on infringement of + intellectual property rights or otherwise. As a condition to exercising the + rights and licenses granted hereunder, each Recipient hereby assumes sole + responsibility to secure any other intellectual property rights needed, if any. + For example, if a third party patent license is required to allow Recipient to + Distribute the Program, it is Recipient's responsibility to acquire that + license before distributing the Program. + d) Each Contributor represents that to its knowledge it has sufficient + copyright rights in its Contribution, if any, to grant the copyright license + set forth in this Agreement. + e) Notwithstanding the terms of any Secondary License, no Contributor makes + additional grants to any Recipient (other than those set forth in this + Agreement) as a result of such Recipient's receipt of the Program under the + terms of a Secondary License (if permitted under the terms of Section 3). + + +3. REQUIREMENTS +--------------- + +3.1 If a Contributor Distributes the Program in any form, then: + + a) the Program must also be made available as Source Code, in accordance with + section 3.2, and the Contributor must accompany the Program with a statement + that the Source Code for the Program is available under this Agreement, and + informs Recipients how to obtain it in a reasonable manner on or through a + medium customarily used for software exchange; and + b) the Contributor may Distribute the Program under a license different than + this Agreement, provided that such license: + + i) effectively disclaims on behalf of all other Contributors all warranties + and conditions, express and implied, including warranties or conditions of + title and non-infringement, and implied warranties or conditions of + merchantability and fitness for a particular purpose; + ii) effectively excludes on behalf of all other Contributors all liability + for damages, including direct, indirect, special, incidental and + consequential damages, such as lost profits; + iii) does not attempt to limit or alter the recipients' rights in the Source + Code under section 3.2; and + iv) requires any subsequent distribution of the Program by any party to be + under a license that satisfies the requirements of this section 3. + +3.2 When the Program is Distributed as Source Code: + + a) it must be made available under this Agreement, or if the Program + + (i) is combined with other material in a separate file or files made + available under a Secondary License, and + (ii) the initial Contributor attached to the Source Code the notice described + in Exhibit A of this Agreement, then the Program may be made available under + the terms of such Secondary Licenses, and + + b) a copy of this Agreement must be included with each copy of the Program. + +3.3 Contributors may not remove or alter any copyright, patent, trademark, +attribution notices, disclaimers of warranty, or limitations of liability +(‘notices’) contained within the Program from any copy of the Program which they +Distribute, provided that Contributors may add their own appropriate notices. + + +4. COMMERCIAL DISTRIBUTION +-------------------------- + +Commercial distributors of software may accept certain responsibilities with +respect to end users, business partners and the like. While this license is +intended to facilitate the commercial use of the Program, the Contributor who +includes the Program in a commercial product offering should do so in a manner +which does not create potential liability for other Contributors. Therefore, if a +Contributor includes the Program in a commercial product offering, such +Contributor (“Commercial Contributor”) hereby agrees to defend and indemnify +every other Contributor (“Indemnified Contributor”) against any losses, damages +and costs (collectively “Losses”) arising from claims, lawsuits and other legal +actions brought by a third party against the Indemnified Contributor to the +extent caused by the acts or omissions of such Commercial Contributor in +connection with its distribution of the Program in a commercial product offering. +The obligations in this section do not apply to any claims or Losses relating to +any actual or alleged intellectual property infringement. In order to qualify, an +Indemnified Contributor must: a) promptly notify the Commercial Contributor in +writing of such claim, and b) allow the Commercial Contributor to control, and +cooperate with the Commercial Contributor in, the defense and any related +settlement negotiations. The Indemnified Contributor may participate in any such +claim at its own expense. + +For example, a Contributor might include the Program in a commercial product +offering, Product X. That Contributor is then a Commercial Contributor. If that +Commercial Contributor then makes performance claims, or offers warranties +related to Product X, those performance claims and warranties are such Commercial +Contributor's responsibility alone. Under this section, the Commercial +Contributor would have to defend claims against the other Contributors related to +those performance claims and warranties, and if a court requires any other +Contributor to pay any damages as a result, the Commercial Contributor must pay +those damages. + + +5. NO WARRANTY +-------------- + +EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, AND TO THE EXTENT PERMITTED BY +APPLICABLE LAW, THE PROGRAM IS PROVIDED ON AN “AS IS” BASIS, WITHOUT WARRANTIES +OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR IMPLIED INCLUDING, WITHOUT +LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE, NON-INFRINGEMENT, +MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each Recipient is solely +responsible for determining the appropriateness of using and distributing the +Program and assumes all risks associated with its exercise of rights under this +Agreement, including but not limited to the risks and costs of program errors, +compliance with applicable laws, damage to or loss of data, programs or +equipment, and unavailability or interruption of operations. + + +6. DISCLAIMER OF LIABILITY +-------------------------- + +EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, AND TO THE EXTENT PERMITTED BY +APPLICABLE LAW, NEITHER RECIPIENT NOR ANY CONTRIBUTORS SHALL HAVE ANY LIABILITY +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING WITHOUT LIMITATION LOST PROFITS), HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING +NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OR DISTRIBUTION OF THE +PROGRAM OR THE EXERCISE OF ANY RIGHTS GRANTED HEREUNDER, EVEN IF ADVISED OF THE +POSSIBILITY OF SUCH DAMAGES. + + +7. GENERAL +---------- + +If any provision of this Agreement is invalid or unenforceable under applicable +law, it shall not affect the validity or enforceability of the remainder of the +terms of this Agreement, and without further action by the parties hereto, such +provision shall be reformed to the minimum extent necessary to make such +provision valid and enforceable. + +If Recipient institutes patent litigation against any entity (including a +cross-claim or counterclaim in a lawsuit) alleging that the Program itself +(excluding combinations of the Program with other software or hardware) infringes +such Recipient's patent(s), then such Recipient's rights granted under Section +2(b) shall terminate as of the date such litigation is filed. + +All Recipient's rights under this Agreement shall terminate if it fails to comply +with any of the material terms or conditions of this Agreement and does not cure +such failure in a reasonable period of time after becoming aware of such +noncompliance. If all Recipient's rights under this Agreement terminate, +Recipient agrees to cease use and distribution of the Program as soon as +reasonably practicable. However, Recipient's obligations under this Agreement and +any licenses granted by Recipient relating to the Program shall continue and +survive. + +Everyone is permitted to copy and distribute copies of this Agreement, but in +order to avoid inconsistency the Agreement is copyrighted and may only be +modified in the following manner. The Agreement Steward reserves the right to +publish new versions (including revisions) of this Agreement from time to time. +No one other than the Agreement Steward has the right to modify this Agreement. +The Eclipse Foundation is the initial Agreement Steward. The Eclipse Foundation +may assign the responsibility to serve as the Agreement Steward to a suitable +separate entity. Each new version of the Agreement will be given a distinguishing +version number. The Program (including Contributions) may always be Distributed +subject to the version of the Agreement under which it was received. In addition, +after a new version of the Agreement is published, Contributor may elect to +Distribute the Program (including its Contributions) under the new version. + +Except as expressly stated in Sections 2(a) and 2(b) above, Recipient receives no +rights or licenses to the intellectual property of any Contributor under this +Agreement, whether expressly, by implication, estoppel or otherwise. All rights +in the Program not expressly granted under this Agreement are reserved. Nothing +in this Agreement is intended to be enforceable by any entity that is not a +Contributor or Recipient. No third-party beneficiary rights are created under +this Agreement. + + +Exhibit A – Form of Secondary Licenses Notice +--------------------------------------------- + +“This Source Code may also be made available under the following Secondary +Licenses when the conditions for such availability set forth in the Eclipse +Public License, v. 2.0 are satisfied: {name license(s), version(s), and +exceptions or additional permissions here}.” + + Simply including a copy of this Agreement, including this Exhibit A is not + sufficient to license the Source Code under Secondary Licenses. + + If it is not possible or desirable to put the notice in a particular file, + then You may include the notice in a location (such as a LICENSE file in a + relevant directory) where a recipient would be likely to look for such a + notice. + + You may add additional accurate notices of copyright ownership. diff --git a/THIRD_PARTY/licenses/ISC.txt b/THIRD_PARTY/licenses/ISC.txt new file mode 100644 index 0000000..5981945 --- /dev/null +++ b/THIRD_PARTY/licenses/ISC.txt @@ -0,0 +1,16 @@ +ISC License (ISCL) +================== + +Copyright (c) 4-digit year, Company or Person's Name + +Permission to use, copy, modify, and/or distribute this software for any purpose +with or without fee is hereby granted, provided that the above copyright notice +and this permission notice appear in all copies. + +THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH +REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND +FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, +INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS +OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER +TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF +THIS SOFTWARE. \ No newline at end of file diff --git a/THIRD_PARTY/licenses/LICENSE-JJ2000.txt b/THIRD_PARTY/licenses/LICENSE-JJ2000.txt new file mode 100644 index 0000000..725de15 --- /dev/null +++ b/THIRD_PARTY/licenses/LICENSE-JJ2000.txt @@ -0,0 +1,28 @@ +This software module was originally developed by Raphaël Grosbois and +Diego Santa Cruz (Swiss Federal Institute of Technology-EPFL); Joel +Askelöf (Ericsson Radio Systems AB); and Bertrand Berthelot, David +Bouchard, Félix Henry, Gerard Mozelle and Patrice Onno (Canon Research +Centre France S.A) in the course of development of the JPEG2000 +standard as specified by ISO/IEC 15444 (JPEG 2000 Standard). This +software module is an implementation of a part of the JPEG 2000 +Standard. Swiss Federal Institute of Technology-EPFL, Ericsson Radio +Systems AB and Canon Research Centre France S.A (collectively JJ2000 +Partners) agree not to assert against ISO/IEC and users of the JPEG +2000 Standard (Users) any of their rights under the copyright, not +including other intellectual property rights, for this software module +with respect to the usage by ISO/IEC and Users of this software module +or modifications thereof for use in hardware or software products +claiming conformance to the JPEG 2000 Standard. Those intending to use +this software module in hardware or software products are advised that +their use may infringe existing patents. The original developers of +this software module, JJ2000 Partners and ISO/IEC assume no liability +for use of this software module or modifications thereof. No license +or right to this software module is granted for non JPEG 2000 Standard +conforming products. JJ2000 Partners have full right to use this +software module for his/her own purpose, assign or donate this +software module to any third party and to inhibit third parties from +using this software module for non JPEG 2000 Standard conforming +products. This copyright notice must be included in all copies or +derivative works of this software module. + +Copyright (c) 1999/2000 JJ2000 Partners. \ No newline at end of file diff --git a/THIRD_PARTY/licenses/MIT.txt b/THIRD_PARTY/licenses/MIT.txt new file mode 100644 index 0000000..242da62 --- /dev/null +++ b/THIRD_PARTY/licenses/MIT.txt @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/THIRD_PARTY/licenses/MPL-2.0.txt b/THIRD_PARTY/licenses/MPL-2.0.txt new file mode 100644 index 0000000..8bd6c66 --- /dev/null +++ b/THIRD_PARTY/licenses/MPL-2.0.txt @@ -0,0 +1,408 @@ +Mozilla Public License +Version 2.0 +====================== + + +1. Definitions +-------------- + + 1.1. "Contributor" + + means each individual or legal entity that creates, contributes to the creation + of, or owns Covered Software. + + 1.2. "Contributor Version" + + means the combination of the Contributions of others (if any) used by a + Contributor and that particular Contributor's Contribution. + + 1.3. "Contribution" + + means Covered Software of a particular Contributor. + + 1.4. "Covered Software" + + means Source Code Form to which the initial Contributor has attached the notice + in Exhibit A, the Executable Form of such Source Code Form, and Modifications + of such Source Code Form, in each case including portions thereof. + + 1.5. "Incompatible With Secondary Licenses" + + means + + a. + + that the initial Contributor has attached the notice described in Exhibit B + to the Covered Software; or + + b. + + that the Covered Software was made available under the terms of version 1.1 + or earlier of the License, but not also under the terms of a Secondary + License. + + 1.6. "Executable Form" + + means any form of the work other than Source Code Form. + + 1.7. "Larger Work" + + means a work that combines Covered Software with other material, in a separate + file or files, that is not Covered Software. + + 1.8. "License" + + means this document. + + 1.9. "Licensable" + + means having the right to grant, to the maximum extent possible, whether at the + time of the initial grant or subsequently, any and all of the rights conveyed + by this License. + + 1.10. "Modifications" + + means any of the following: + + a. + + any file in Source Code Form that results from an addition to, deletion + from, or modification of the contents of Covered Software; or + + b. + + any new file in Source Code Form that contains any Covered Software. + + 1.11. "Patent Claims" of a Contributor + + means any patent claim(s), including without limitation, method, process, and + apparatus claims, in any patent Licensable by such Contributor that would be + infringed, but for the grant of the License, by the making, using, selling, + offering for sale, having made, import, or transfer of either its Contributions + or its Contributor Version. + + 1.12. "Secondary License" + + means either the GNU General Public License, Version 2.0, the GNU Lesser + General Public License, Version 2.1, the GNU Affero General Public License, + Version 3.0, or any later versions of those licenses. + + 1.13. "Source Code Form" + + means the form of the work preferred for making modifications. + + 1.14. "You" (or "Your") + + means an individual or a legal entity exercising rights under this License. For + legal entities, "You" includes any entity that controls, is controlled by, or + is under common control with You. For purposes of this definition, "control" + means (a) the power, direct or indirect, to cause the direction or management + of such entity, whether by contract or otherwise, or (b) ownership of more than + fifty percent (50%) of the outstanding shares or beneficial ownership of such + entity. + + +2. License Grants and Conditions +-------------------------------- + + + 2.1. Grants + + Each Contributor hereby grants You a world-wide, royalty-free, non-exclusive + license: + + a. + + under intellectual property rights (other than patent or trademark) + Licensable by such Contributor to use, reproduce, make available, modify, + display, perform, distribute, and otherwise exploit its Contributions, + either on an unmodified basis, with Modifications, or as part of a Larger + Work; and + + b. + + under Patent Claims of such Contributor to make, use, sell, offer for sale, + have made, import, and otherwise transfer either its Contributions or its + Contributor Version. + + + 2.2. Effective Date + + The licenses granted in Section 2.1 with respect to any Contribution become + effective for each Contribution on the date the Contributor first distributes + such Contribution. + + + 2.3. Limitations on Grant Scope + + The licenses granted in this Section 2 are the only rights granted under this + License. No additional rights or licenses will be implied from the distribution + or licensing of Covered Software under this License. Notwithstanding + Section 2.1(b) above, no patent license is granted by a Contributor: + + a. + + for any code that a Contributor has removed from Covered Software; or + + b. + + for infringements caused by: (i) Your and any other third party's + modifications of Covered Software, or (ii) the combination of its + Contributions with other software (except as part of its Contributor + Version); or + + c. + + under Patent Claims infringed by Covered Software in the absence of its + Contributions. + + This License does not grant any rights in the trademarks, service marks, or + logos of any Contributor (except as may be necessary to comply with the notice + requirements in Section 3.4). + + + 2.4. Subsequent Licenses + + No Contributor makes additional grants as a result of Your choice to distribute + the Covered Software under a subsequent version of this License (see + Section 10.2) or under the terms of a Secondary License (if permitted under the + terms of Section 3.3). + + + 2.5. Representation + + Each Contributor represents that the Contributor believes its Contributions are + its original creation(s) or it has sufficient rights to grant the rights to its + Contributions conveyed by this License. + + + 2.6. Fair Use + + This License is not intended to limit any rights You have under applicable + copyright doctrines of fair use, fair dealing, or other equivalents. + + + 2.7. Conditions + + Sections 3.1, 3.2, 3.3, and 3.4 are conditions of the licenses granted in + Section 2.1. + + +3. Responsibilities +------------------- + + + 3.1. Distribution of Source Form + + All distribution of Covered Software in Source Code Form, including any + Modifications that You create or to which You contribute, must be under the + terms of this License. You must inform recipients that the Source Code Form of + the Covered Software is governed by the terms of this License, and how they can + obtain a copy of this License. You may not attempt to alter or restrict the + recipients' rights in the Source Code Form. + + + 3.2. Distribution of Executable Form + + If You distribute Covered Software in Executable Form then: + + a. + + such Covered Software must also be made available in Source Code Form, as + described in Section 3.1, and You must inform recipients of the Executable + Form how they can obtain a copy of such Source Code Form by reasonable + means in a timely manner, at a charge no more than the cost of distribution + to the recipient; and + + b. + + You may distribute such Executable Form under the terms of this License, or + sublicense it under different terms, provided that the license for the + Executable Form does not attempt to limit or alter the recipients' rights + in the Source Code Form under this License. + + + 3.3. Distribution of a Larger Work + + You may create and distribute a Larger Work under terms of Your choice, + provided that You also comply with the requirements of this License for the + Covered Software. If the Larger Work is a combination of Covered Software with + a work governed by one or more Secondary Licenses, and the Covered Software is + not Incompatible With Secondary Licenses, this License permits You to + additionally distribute such Covered Software under the terms of such Secondary + License(s), so that the recipient of the Larger Work may, at their option, + further distribute the Covered Software under the terms of either this License + or such Secondary License(s). + + + 3.4. Notices + + You may not remove or alter the substance of any license notices (including + copyright notices, patent notices, disclaimers of warranty, or limitations of + liability) contained within the Source Code Form of the Covered Software, + except that You may alter any license notices to the extent required to remedy + known factual inaccuracies. + + + 3.5. Application of Additional Terms + + You may choose to offer, and to charge a fee for, warranty, support, indemnity + or liability obligations to one or more recipients of Covered Software. + However, You may do so only on Your own behalf, and not on behalf of any + Contributor. You must make it absolutely clear that any such warranty, support, + indemnity, or liability obligation is offered by You alone, and You hereby + agree to indemnify every Contributor for any liability incurred by such + Contributor as a result of warranty, support, indemnity or liability terms You + offer. You may include additional disclaimers of warranty and limitations of + liability specific to any jurisdiction. + + +4. Inability to Comply Due to Statute or Regulation +--------------------------------------------------- + +If it is impossible for You to comply with any of the terms of this License with +respect to some or all of the Covered Software due to statute, judicial order, or +regulation then You must: (a) comply with the terms of this License to the +maximum extent possible; and (b) describe the limitations and the code they +affect. Such description must be placed in a text file included with all +distributions of the Covered Software under this License. Except to the extent +prohibited by statute or regulation, such description must be sufficiently +detailed for a recipient of ordinary skill to be able to understand it. + + +5. Termination +-------------- + + 5.1. The rights granted under this License will terminate automatically if You + fail to comply with any of its terms. However, if You become compliant, then + the rights granted under this License from a particular Contributor are + reinstated (a) provisionally, unless and until such Contributor explicitly and + finally terminates Your grants, and (b) on an ongoing basis, if such + Contributor fails to notify You of the non-compliance by some reasonable means + prior to 60 days after You have come back into compliance. Moreover, Your + grants from a particular Contributor are reinstated on an ongoing basis if such + Contributor notifies You of the non-compliance by some reasonable means, this + is the first time You have received notice of non-compliance with this License + from such Contributor, and You become compliant prior to 30 days after Your + receipt of the notice. + + 5.2. If You initiate litigation against any entity by asserting a patent + infringement claim (excluding declaratory judgment actions, counter-claims, and + cross-claims) alleging that a Contributor Version directly or indirectly + infringes any patent, then the rights granted to You by any and all + Contributors for the Covered Software under Section 2.1 of this License shall + terminate. + + 5.3. In the event of termination under Sections 5.1 or 5.2 above, all end user + license agreements (excluding distributors and resellers) which have been + validly granted by You or Your distributors under this License prior to + termination shall survive termination. + + +6. Disclaimer of Warranty +------------------------- + +Covered Software is provided under this License on an "as is" basis, without +warranty of any kind, either expressed, implied, or statutory, including, without +limitation, warranties that the Covered Software is free of defects, +merchantable, fit for a particular purpose or non-infringing. The entire risk as +to the quality and performance of the Covered Software is with You. Should any +Covered Software prove defective in any respect, You (not any Contributor) assume +the cost of any necessary servicing, repair, or correction. This disclaimer of +warranty constitutes an essential part of this License. No use of any Covered +Software is authorized under this License except under this disclaimer. + + +7. Limitation of Liability +-------------------------- + +Under no circumstances and under no legal theory, whether tort (including +negligence), contract, or otherwise, shall any Contributor, or anyone who +distributes Covered Software as permitted above, be liable to You for any direct, +indirect, special, incidental, or consequential damages of any character +including, without limitation, damages for lost profits, loss of goodwill, work +stoppage, computer failure or malfunction, or any and all other commercial +damages or losses, even if such party shall have been informed of the possibility +of such damages. This limitation of liability shall not apply to liability for +death or personal injury resulting from such party's negligence to the extent +applicable law prohibits such limitation. Some jurisdictions do not allow the +exclusion or limitation of incidental or consequential damages, so this exclusion +and limitation may not apply to You. + + +8. Litigation +------------- + +Any litigation relating to this License may be brought only in the courts of a +jurisdiction where the defendant maintains its principal place of business and +such litigation shall be governed by laws of that jurisdiction, without reference +to its conflict-of-law provisions. Nothing in this Section shall prevent a +party's ability to bring cross-claims or counter-claims. + + +9. Miscellaneous +---------------- + +This License represents the complete agreement concerning the subject matter +hereof. If any provision of this License is held to be unenforceable, such +provision shall be reformed only to the extent necessary to make it enforceable. +Any law or regulation which provides that the language of a contract shall be +construed against the drafter shall not be used to construe this License against +a Contributor. + + +10. Versions of the License +--------------------------- + + + 10.1. New Versions + + Mozilla Foundation is the license steward. Except as provided in Section 10.3, + no one other than the license steward has the right to modify or publish new + versions of this License. Each version will be given a distinguishing version + number. + + + 10.2. Effect of New Versions + + You may distribute the Covered Software under the terms of the version of the + License under which You originally received the Covered Software, or under the + terms of any subsequent version published by the license steward. + + + 10.3. Modified Versions + + If you create software not governed by this License, and you want to create a + new license for such software, you may create and use a modified version of + this License if you rename the license and remove any references to the name of + the license steward (except to note that such modified license differs from + this License). + + + 10.4. Distributing Source Code Form that is Incompatible With Secondary + Licenses + + If You choose to distribute Source Code Form that is Incompatible With + Secondary Licenses under the terms of this version of the License, the notice + described in Exhibit B of this License must be attached. + + +Exhibit A - Source Code Form License Notice +------------------------------------------- + + This Source Code Form is subject to the terms of the Mozilla Public License, + v. 2.0. If a copy of the MPL was not distributed with this file, You can + obtain one at http://mozilla.org/MPL/2.0/. + +If it is not possible or desirable to put the notice in a particular file, then +You may include the notice in a location (such as a LICENSE file in a relevant +directory) where a recipient would be likely to look for such a notice. + +You may add additional accurate notices of copyright ownership. + + +Exhibit B - "Incompatible With Secondary Licenses" Notice +--------------------------------------------------------- + + This Source Code Form is "Incompatible With Secondary Licenses", as defined + by the Mozilla Public License, v. 2.0. diff --git a/THIRD_PARTY/licenses/PSF-2.0.txt b/THIRD_PARTY/licenses/PSF-2.0.txt new file mode 100644 index 0000000..d72615b --- /dev/null +++ b/THIRD_PARTY/licenses/PSF-2.0.txt @@ -0,0 +1,46 @@ +PYTHON SOFTWARE FOUNDATION LICENSE VERSION 2 +============================================ + +-------------------------------------------- + + 1. This LICENSE AGREEMENT is between the Python Software Foundation ("PSF"), + and the Individual or Organization ("Licensee") accessing and otherwise using + this software ("Python") in source or binary form and its associated + documentation. + + 2. Subject to the terms and conditions of this License Agreement, PSF hereby + grants Licensee a nonexclusive, royalty-free, world-wide license to + reproduce, analyze, test, perform and/or display publicly, prepare derivative + works, distribute, and otherwise use Python alone or in any derivative + version, provided, however, that PSF's License Agreement and PSF's notice of + copyright, i.e., "Copyright (c) 2001, 2002, 2003, 2004 Python Software + Foundation; All Rights Reserved" are retained in Python alone or in any + derivative version prepared by Licensee. + + 3. In the event Licensee prepares a derivative work that is based on or + incorporates Python or any part thereof, and wants to make the derivative + work available to others as provided herein, then Licensee hereby agrees to + include in any such work a brief summary of the changes made to Python. + + 4. PSF is making Python available to Licensee on an "AS IS" basis. PSF MAKES + NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR IMPLIED. BY WAY OF EXAMPLE, BUT + NOT LIMITATION, PSF MAKES NO AND DISCLAIMS ANY REPRESENTATION OR WARRANTY OF + MERCHANTABILITY OR FITNESS FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF + PYTHON WILL NOT INFRINGE ANY THIRD PARTY RIGHTS. + + 5. PSF SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF PYTHON FOR ANY + INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS AS A RESULT OF + MODIFYING, DISTRIBUTING, OR OTHERWISE USING PYTHON, OR ANY DERIVATIVE + THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF. + + 6. This License Agreement will automatically terminate upon a material breach + of its terms and conditions. + + 7. Nothing in this License Agreement shall be deemed to create any + relationship of agency, partnership, or joint venture between PSF and + Licensee. This License Agreement does not grant permission to use PSF + trademarks or trade name in a trademark sense to endorse or promote products + or services of Licensee, or any third party. + + 8. By copying, installing or otherwise using Python, Licensee agrees to be + bound by the terms and conditions of this License Agreement. \ No newline at end of file diff --git a/THIRD_PARTY/licenses/Plexus Classworlds License.txt b/THIRD_PARTY/licenses/Plexus Classworlds License.txt new file mode 100644 index 0000000..10d2f3b --- /dev/null +++ b/THIRD_PARTY/licenses/Plexus Classworlds License.txt @@ -0,0 +1,37 @@ +Plexus Classworlds License +========================== + +Copyright 2002 (C) The Codehaus. All Rights Reserved. + +Redistribution and use of this software and associated documentation +("Software"), with or without modification, are permitted provided that the +following conditions are met: + + 1. Redistributions of source code must retain copyright statements and notices. + Redistributions must also contain a copy of this document. + + 2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + + 3. The name "classworlds" must not be used to endorse or promote products + derived from this Software without prior written permission of The Codehaus. + For written permission, please contact bob@codehaus.org. + + 4. Products derived from this Software may not be called "classworlds" nor may + "classworlds" appear in their names without prior written permission of The + Codehaus. "classworlds" is a registered trademark of The Codehaus. + + 5. Due credit should be given to The Codehaus. + (http://classworlds.codehaus.org/). + +THIS SOFTWARE IS PROVIDED BY THE CODEHAUS AND CONTRIBUTORS "AS IS" AND ANY +EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE CODEHAUS OR ITS CONTRIBUTORS BE LIABLE FOR ANY +DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS +OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING +NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN +IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. diff --git a/build-scripts/fetch_shaded_jar.py b/build-scripts/fetch_shaded_jar.py new file mode 100644 index 0000000..6f8d087 --- /dev/null +++ b/build-scripts/fetch_shaded_jar.py @@ -0,0 +1,80 @@ +""" +Finds and copies the latest shaded JAR from the Java build to the Python package source. + +This script is intended to be run from the monorepo root, typically as part of a +CI/CD pipeline, before the Python package is built. +""" + +import argparse +import logging +import re +import shutil +import sys +from pathlib import Path +from typing import Optional + +# Requires 'packaging' library (pip install packaging) +from packaging.version import parse as parse_version + +def find_latest_jar_by_semver(target_dir: Path) -> Optional[Path]: + """Finds the shaded JAR with the highest semantic version in its filename.""" + + # Example filename: opendataloader-pdf-runtime-0.1.0.jar + jar_pattern = "opendataloader-pdf-runtime-*.jar" + version_regex = re.compile(r"opendataloader-pdf-runtime-(.+?)\.jar") + + latest_version = parse_version("0.0.0") + latest_jar_path = None + + # Exclude Maven's 'original' JARs to ensure we get the shaded (fat) JAR. + potential_jars = [p for p in target_dir.glob(jar_pattern) if 'original' not in p.name] + + if not potential_jars: + return None + + # Iterate through potential JARs to find the one with the highest version number. + for jar_path in potential_jars: + match = version_regex.search(jar_path.name) + if match: + try: + current_version = parse_version(match.group(1)) + if current_version > latest_version: + latest_version = current_version + latest_jar_path = jar_path + except Exception: + # Ignore files with non-parseable version strings. + continue + + return latest_jar_path + +def main(): + """Parse command-line arguments and orchestrate the copy process.""" + + logging.basicConfig(level=logging.INFO, format='%(levelname)s: %(message)s', stream=sys.stdout) + + parser = argparse.ArgumentParser(description="Copies the latest shaded JAR to the Python source tree.") + parser.add_argument("java_target_dir", type=Path, help="Path to the Java module's 'target' directory.") + parser.add_argument("python_jars_dir", type=Path, help="Path to the Python package's destination directory for JARs.") + args = parser.parse_args() + + java_target_path: Path = args.java_target_dir.resolve() + python_jars_path: Path = args.python_jars_dir.resolve() + + if not java_target_path.is_dir(): + parser.error(f"Java target directory not found: {java_target_path}") + + # Ensure the destination directory exists. + python_jars_path.mkdir(parents=True, exist_ok=True) + + source_jar_path = find_latest_jar_by_semver(java_target_path) + if not source_jar_path: + parser.error(f"No versioned shaded JAR found in: {java_target_path}") + + # Standardize the destination name for consistent access within the Python package. + destination_jar_path = python_jars_path / 'runtime.jar' + + shutil.copy2(source_jar_path, destination_jar_path) + logging.info(f"Copied '{source_jar_path.name}' to '{destination_jar_path}'") + +if __name__ == "__main__": + main() diff --git a/build-scripts/set_version.py b/build-scripts/set_version.py new file mode 100644 index 0000000..a14dfa0 --- /dev/null +++ b/build-scripts/set_version.py @@ -0,0 +1,45 @@ +# build-scripts/set_version.py + +import os +import re +import sys + +def set_version(version_file, pom_file, pyproject_toml_file): + with open(version_file, 'r') as f: + version = f.read().strip() + + # Update Maven POM + with open(pom_file, 'r') as f: + pom_content = f.read() + pom_content = re.sub(r'.*', f'{version}', pom_content, count=1) + with open(pom_file, 'w') as f: + f.write(pom_content) + print(f"Updated Maven POM version to {version}") + + # Update Python pyproject.toml + with open(pyproject_toml_file, 'r') as f: + pyproject_content = f.read() + pyproject_content = re.sub(r'version = ".*"', f'version = "{version}"', pyproject_content, count=1) + with open(pyproject_toml_file, 'w') as f: + f.write(pyproject_content) + print(f"Updated Python pyproject.toml version to {version}") + +if __name__ == "__main__": + # Paths are relative to the monorepo root + root_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), '..')) + + version_path = os.path.join(root_dir, 'VERSION') + java_pom_path = os.path.join(root_dir, 'java', 'pom.xml') + python_pyproject_path = os.path.join(root_dir, 'python', 'packages', 'opendataloader_pdf', 'pyproject.toml') + + if not os.path.exists(version_path): + print(f"Error: VERSION file not found at {version_path}") + sys.exit(1) + if not os.path.exists(java_pom_path): + print(f"Error: Java pom.xml not found at {java_pom_path}") + sys.exit(1) + if not os.path.exists(python_pyproject_path): + print(f"Error: Python pyproject.toml not found at {python_pyproject_path}") + sys.exit(1) + + set_version(version_path, java_pom_path, python_pyproject_path) diff --git a/docs/hybrid/docling-speed-optimization-plan.md b/docs/hybrid/docling-speed-optimization-plan.md new file mode 100644 index 0000000..a8386b1 --- /dev/null +++ b/docs/hybrid/docling-speed-optimization-plan.md @@ -0,0 +1,301 @@ +# Docling Speed Optimization Plan + +## Progress Tracker + +| Task | Status | Completed | Result | +|------|--------|-----------|--------| +| Phase 0: Baseline measurement | ✅ completed | 2026-01-03 | 2.283s/doc | +| Phase 0: FastAPI experiment | ✅ completed | 2026-01-03 | 0.685s/doc (PASS < 0.8s) | +| Phase 0: subprocess experiment | ✅ completed | 2026-01-03 | 0.661s/doc (PASS < 1.0s) | +| Phase 0: Results comparison | ✅ completed | 2026-01-03 | 3.3x-3.5x speedup | +| Task 1.1: docling_subprocess_worker.py | ⏭️ skipped | - | FastAPI only | +| Task 1.2: hybrid_server.py | ✅ completed | 2026-01-03 | opendataloader-pdf-hybrid | +| Task 2.1: DoclingSubprocessClient.java | ⏭️ skipped | - | FastAPI only | +| Task 2.2: DoclingFastServerClient.java | ✅ completed | 2026-01-03 | - | +| Task 2.3: HybridClientFactory modification | ✅ completed | 2026-01-03 | docling-fast only | +| Task 3.1: pdf_parser modules | ✅ completed | 2026-01-03 | docling-fast only | +| Task 3.2: engine_registry.py | ✅ completed | 2026-01-03 | - | +| Task 3.3: run.py CLI options | ✅ completed | 2026-01-03 | - | +| Task 4.1: Full benchmark | ✅ completed | 2026-01-03 | See experiments/speed/ | +| Task 4.2: Results documentation | ✅ completed | 2026-01-03 | speed-experiment-2026-01-03.md | + +**Status Legend:** +- ⬜ `not_started` - Not yet begun +- 🔄 `in_progress` - Currently working +- ✅ `completed` - Done and verified +- ⏭️ `skipped` - Excluded from plan +- ⏸️ `blocked` - Waiting on dependency +- ❌ `failed` - Did not meet criteria +- 🚫 `discarded` - Plan abandoned + +--- + +## 1. Background + +### Current Problem +- **DoclingClient** (docling-serve HTTP API): ~2 seconds per page +- **docling SDK direct call**: ~0.5 seconds per document (user-reported) +- HTTP overhead negates the speed benefits of hybrid mode + +### Goal +Implement alternative approaches to efficiently call the docling SDK, then compare benchmark speeds + +--- + +## 2. Experiment Phase (Phase 0) + +### Purpose +Validate the speed improvement hypothesis before full implementation + +### Experiment Targets +| Approach | Description | +|----------|-------------| +| baseline | Current docling-serve (reference) | +| fastapi | Optimized FastAPI server | +| subprocess | Direct Python subprocess call | + +### Success Criteria +| Approach | Threshold | Condition | +|----------|-----------|-----------| +| fastapi | **< 0.8 sec/doc** (average) | Based on 200 documents | +| subprocess | **< 1.0 sec/doc** (average) | Based on 200 documents | + +### Failure Conditions +- If fastapi approach exceeds 0.8 sec/doc: **Discard entire plan** +- If only subprocess fails: Exclude that approach only + +### Experiment Environment +- Benchmark PDFs: `tests/benchmark/pdfs/` (200 files) +- Settings: `do_ocr=true`, `do_table_structure=true` +- Measurement: `total_time / document_count` + +### Experiment Scripts +``` +scripts/experiments/ +├── docling_baseline_bench.py # docling-serve speed measurement +├── docling_fastapi_bench.py # FastAPI server + client test +├── docling_subprocess_bench.py # subprocess approach test +└── docling_speed_report.py # Results comparison report +``` + +### Experiment Execution +```bash +# 1. baseline (requires docling-serve running) +python scripts/experiments/docling_baseline_bench.py + +# 2. fastapi (server auto-starts) +python scripts/experiments/docling_fastapi_bench.py + +# 3. subprocess +python scripts/experiments/docling_subprocess_bench.py + +# 4. compare results +python scripts/experiments/docling_speed_report.py +``` + +### Results Recording +``` +docs/hybrid/experiments/ +└── speed-experiment-YYYY-MM-DD.md +``` + +--- + +## 3. Implementation Tasks (After Phase 0 Success) + +### Task 1: Python Scripts + +#### Task 1.1: docling_subprocess_worker.py +| Item | Details | +|------|---------| +| File | `scripts/docling_subprocess_worker.py` | +| Prerequisites | docling package installed | +| Description | stdin JSON → stdout JSON conversion | +| Success Criteria | Single PDF conversion succeeds, JSON output parseable | +| Test | `echo '{"pdf_path":"/path/to.pdf"}' \| python scripts/docling_subprocess_worker.py` | + +#### Task 1.2: hybrid_server.py +| Item | Details | +|------|---------| +| File | `python/opendataloader-pdf/src/opendataloader_pdf/hybrid_server.py` | +| Prerequisites | `pip install opendataloader-pdf[hybrid]` | +| Description | POST /convert endpoint, DocumentConverter singleton | +| Success Criteria | curl PDF upload returns JSON response | +| Test | `opendataloader-pdf-hybrid &` then `curl -F "file=@test.pdf" http://localhost:5002/v1/convert/file` | + +### Task 2: Java Client Implementation + +#### Task 2.1: DoclingSubprocessClient.java +| Item | Details | +|------|---------| +| File | `java/.../hybrid/DoclingSubprocessClient.java` | +| Prerequisites | Task 1.1 complete | +| Description | ProcessBuilder executes Python, stdin/stdout JSON | +| Success Criteria | Implements HybridClient interface, single PDF conversion succeeds | +| Test | `DoclingSubprocessClientTest.java` unit tests pass | + +#### Task 2.2: DoclingFastServerClient.java +| Item | Details | +|------|---------| +| File | `java/.../hybrid/DoclingFastServerClient.java` | +| Prerequisites | Task 1.2 complete | +| Description | OkHttp calls FastAPI server | +| Success Criteria | Implements HybridClient interface, single PDF conversion succeeds | +| Test | `DoclingFastServerClientTest.java` unit tests pass | + +#### Task 2.3: HybridClientFactory Modification +| Item | Details | +|------|---------| +| File | `java/.../hybrid/HybridClientFactory.java` | +| Prerequisites | Task 2.1, 2.2 complete | +| Description | Register `docling-subprocess`, `docling-fast` backends | +| Success Criteria | `HybridClientFactory.getOrCreate("docling-fast", config)` works | +| Test | Extend `HybridClientFactoryTest.java` | + +### Task 3: Benchmark Integration + +#### Task 3.1: Add pdf_parser Modules +| Item | Details | +|------|---------| +| Files | `tests/benchmark/src/pdf_parser_opendataloader_hybrid_subprocess.py` | +| | `tests/benchmark/src/pdf_parser_opendataloader_hybrid_fast.py` | +| Prerequisites | Task 2.3 complete, JAR built | +| Success Criteria | Benchmark runs with `--hybrid docling-subprocess` option | + +#### Task 3.2: Modify engine_registry.py +| Item | Details | +|------|---------| +| File | `tests/benchmark/src/engine_registry.py` | +| Description | Register new engines | +| Success Criteria | New engines queryable from ENGINE_DISPATCH | + +#### Task 3.3: Add run.py CLI Options +| Item | Details | +|------|---------| +| File | `tests/benchmark/run.py` | +| Description | Extend `--hybrid` choices | +| Success Criteria | `./scripts/bench.sh --hybrid docling-fast` runs | + +### Task 4: Final Validation + +#### Task 4.1: Full Benchmark Execution +| Item | Details | +|------|---------| +| Prerequisites | Task 3 complete | +| Execution | Benchmark 200 documents with all 3 approaches | +| Success Criteria | elapsed_per_doc comparison shows meaningful improvement | + +#### Task 4.2: Results Documentation +| Item | Details | +|------|---------| +| File | `docs/hybrid/docling-speed-optimization-results.md` | +| Content | Speed comparison table, recommended approach, usage guide | + +--- + +## 4. Task Workflow + +``` +Phase 0: Experiment +━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ + ┌─────────────────┐ + │ baseline measure │ + └────────┬────────┘ + │ + ┌──────────────┴──────────────┐ + ▼ ▼ + ┌─────────────────┐ ┌─────────────────┐ + │ fastapi test │ │ subprocess test │ + └────────┬────────┘ └────────┬────────┘ + │ │ + └──────────────┬──────────────┘ + ▼ + ┌─────────────────┐ + │ compare results │ + │ < 0.8 sec/doc? │ + └────────┬────────┘ + │ + ┌──────────────┴──────────────┐ + ▼ ▼ + [SUCCESS] [FAILURE] + Proceed to Discard plan + Phase 1 + +Phase 1~4: Implementation (parallelizable) +━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ + + Task 1.1 ─────────────────► Task 2.1 ─┐ + (subprocess worker) (Java client) │ + │ + Task 1.2 ─────────────────► Task 2.2 ─┼─► Task 2.3 ─► Task 3 ─► Task 4 + (fastapi server) (Java client) │ (Factory) (Bench) (Validate) + │ + ◄──── parallelizable ────► │ +``` + +### Parallelizable Tasks +| Group | Tasks | Notes | +|-------|-------|-------| +| Phase 0 | fastapi test, subprocess test | After baseline measurement | +| Phase 1 | Task 1.1, Task 1.2 | Independent | +| Phase 2 | Task 2.1, Task 2.2 | Depend on Task 1.1, 1.2 respectively | +| Phase 3 | Task 3.1, 3.2, 3.3 | After Task 2.3 complete | + +### Dependencies +``` +Task 1.1 → Task 2.1 ─┐ + ├─► Task 2.3 → Task 3.* → Task 4.* +Task 1.2 → Task 2.2 ─┘ +``` + +--- + +## 5. File List + +### New Files +| File | Phase | Description | +|------|-------|-------------| +| `scripts/experiments/docling_baseline_bench.py` | 0 | Baseline measurement | +| `scripts/experiments/docling_fastapi_bench.py` | 0 | FastAPI experiment | +| `scripts/experiments/docling_subprocess_bench.py` | 0 | Subprocess experiment | +| `scripts/experiments/docling_speed_report.py` | 0 | Results report | +| `scripts/docling_subprocess_worker.py` | 1 | Subprocess worker (skipped) | +| `python/.../hybrid_server.py` | 1 | FastAPI server (opendataloader-pdf-hybrid) | +| `java/.../hybrid/DoclingSubprocessClient.java` | 2 | Java client | +| `java/.../hybrid/DoclingFastServerClient.java` | 2 | Java client | +| `tests/.../pdf_parser_opendataloader_hybrid_subprocess.py` | 3 | Benchmark parser | +| `tests/.../pdf_parser_opendataloader_hybrid_fast.py` | 3 | Benchmark parser | + +### Modified Files +| File | Phase | Changes | +|------|-------|---------| +| `java/.../hybrid/HybridClientFactory.java` | 2 | Register new backends | +| `tests/benchmark/src/engine_registry.py` | 3 | Register engines | +| `tests/benchmark/run.py` | 3 | CLI options | + +--- + +## 6. Risks and Mitigations + +| Risk | Probability | Mitigation | +|------|-------------|------------| +| FastAPI speed below threshold | Medium | Discard plan, explore other approaches | +| subprocess overhead | Medium | Consider process pooling | +| docling SDK version compatibility | Low | Pin version, test | +| Memory exhaustion | Low | Adjust batch size | + +--- + +## 7. Checklist + +### Phase 0 Completion Criteria +- [ ] Baseline speed measurement complete +- [ ] FastAPI experiment: < 0.8 sec/doc +- [ ] subprocess experiment: < 1.0 sec/doc +- [ ] Experiment results documented + +### Overall Completion Criteria +- [ ] All Tasks complete +- [ ] Benchmark runs successfully with all 3 approaches +- [ ] Speed improvement confirmed (vs baseline) +- [ ] Results documented diff --git a/docs/hybrid/experiments/chunking_strategy/conclusion.json b/docs/hybrid/experiments/chunking_strategy/conclusion.json new file mode 100644 index 0000000..291dcda --- /dev/null +++ b/docs/hybrid/experiments/chunking_strategy/conclusion.json @@ -0,0 +1,32 @@ +{ + "conclusion": "Optimized ranges (consecutive page merging) is always the best strategy", + "recommendation": "Merge consecutive target pages into ranges before calling convert()", + "results": { + "25% pages": { + "best_method": "optimized_ranges", + "best_time": 4.223, + "chunks": 2 + }, + "50% pages": { + 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"Optimized ranges", + "best_time": 10.277 + } + ], + "summary": { + "25% pages": { + "best_method": "optimized_ranges", + "best_time": 4.223, + "best_chunks": 2 + }, + "50% pages": { + "best_method": "optimized_ranges", + "best_time": 6.052, + "best_chunks": 3 + }, + "75% pages": { + "best_method": "optimized_ranges", + "best_time": 9.347, + "best_chunks": 5 + }, + "100% pages": { + "best_method": "optimized_ranges", + "best_time": 10.277, + "best_chunks": 1 + } + } +} \ No newline at end of file diff --git a/docs/hybrid/experiments/chunking_strategy/docling_page_range_benchmark.py b/docs/hybrid/experiments/chunking_strategy/docling_page_range_benchmark.py new file mode 100644 index 0000000..f19bc81 --- /dev/null +++ b/docs/hybrid/experiments/chunking_strategy/docling_page_range_benchmark.py @@ -0,0 +1,291 @@ +#!/usr/bin/env python3 +""" +Docling Page Range Benchmark + +페이지 범위별 변환 성능 비교: +- 25%, 50%, 75%, 100% 페이지 시나리오 +- 각 시나리오별 최적 청크 크기 탐색 + +워밍업 후 여러 번 실행하여 평균 측정 +결과는 JSON으로 저장 +""" + +import json +import time +import random +from pathlib import Path +from dataclasses import dataclass, asdict +from datetime import datetime + +from docling.document_converter import DocumentConverter, PdfFormatOption +from docling.datamodel.base_models import InputFormat +from docling.datamodel.pipeline_options import PdfPipelineOptions + + +WARMUP_RUNS = 1 +MEASURE_RUNS = 3 +RANDOM_SEED = 42 + + +@dataclass +class BenchmarkResult: + name: str + avg_time: float + std_time: float + times: list[float] + chunk_size: int + num_chunks: int + + +def get_project_root() -> Path: + """프로젝트 루트 디렉토리 반환""" + return Path(__file__).parent.parent.parent + + +def create_converter() -> DocumentConverter: + """DocumentConverter 인스턴스 생성""" + pipeline_options = PdfPipelineOptions() + return DocumentConverter( + format_options={ + InputFormat.PDF: PdfFormatOption(pipeline_options=pipeline_options) + } + ) + + +def convert_with_page_range( + converter: DocumentConverter, pdf_path: Path, start: int, end: int +) -> float: + """지정된 페이지 범위로 변환하고 소요 시간 반환""" + start_time = time.perf_counter() + converter.convert(pdf_path, page_range=(start, end)) + return time.perf_counter() - start_time + + +def pages_to_ranges(pages: list[int]) -> list[tuple[int, int]]: + """페이지 리스트를 연속 범위로 변환""" + if not pages: + return [] + + pages = sorted(pages) + ranges = [] + start = pages[0] + end = pages[0] + + for p in pages[1:]: + if p == end + 1: + end = p + else: + ranges.append((start, end)) + start = p + end = p + ranges.append((start, end)) + return ranges + + +def run_benchmark_for_ranges( + pdf_path: Path, + ranges: list[tuple[int, int]], + name: str, +) -> BenchmarkResult: + """주어진 범위들에 대해 벤치마크 실행""" + + def run_once(): + converter = create_converter() + total_time = 0.0 + for start, end in ranges: + total_time += convert_with_page_range(converter, pdf_path, start, end) + return total_time + + # 워밍업 + for _ in range(WARMUP_RUNS): + run_once() + + # 측정 + times = [] + for _ in range(MEASURE_RUNS): + times.append(run_once()) + + avg_time = sum(times) / len(times) + std_time = (sum((t - avg_time) ** 2 for t in times) / len(times)) ** 0.5 + + return BenchmarkResult( + name=name, + avg_time=avg_time, + std_time=std_time, + times=times, + chunk_size=0, + num_chunks=len(ranges), + ) + + +def get_chunks_for_pages( + target_pages: list[int], chunk_size: int, total_pages: int +) -> list[tuple[int, int]]: + """타겟 페이지들을 청크 크기로 그룹화""" + chunks = [] + for page in target_pages: + chunk_start = ((page - 1) // chunk_size) * chunk_size + 1 + chunk_end = min(chunk_start + chunk_size - 1, total_pages) + if (chunk_start, chunk_end) not in chunks: + chunks.append((chunk_start, chunk_end)) + return chunks + + +def run_scenario_benchmark( + pdf_path: Path, + total_pages: int, + target_pages: list[int], + chunk_sizes: list[int], + scenario_name: str, +) -> dict: + """단일 시나리오 벤치마크 실행""" + print(f"\n{'='*60}") + print(f"Scenario: {scenario_name}") + print(f"{'='*60}") + print(f"Target pages ({len(target_pages)}): {target_pages}") + print() + + results = [] + scenario_data = { + "scenario": scenario_name, + "total_pages": total_pages, + "target_pages": target_pages, + "target_page_count": len(target_pages), + "percentage": round(len(target_pages) / total_pages * 100, 1), + "results": [], + } + + # 1. 연속 범위 최적화 + optimized_ranges = pages_to_ranges(target_pages) + print(f"[1] Optimized ranges: {optimized_ranges} ({len(optimized_ranges)} ranges)") + + opt_result = run_benchmark_for_ranges(pdf_path, optimized_ranges, "Optimized ranges") + results.append(opt_result) + print(f" Avg: {opt_result.avg_time:.2f}s (±{opt_result.std_time:.2f}s)") + + scenario_data["results"].append({ + "method": "optimized_ranges", + "ranges": optimized_ranges, + "num_chunks": len(optimized_ranges), + "avg_time": round(opt_result.avg_time, 3), + "std_time": round(opt_result.std_time, 3), + "times": [round(t, 3) for t in opt_result.times], + "overhead_pct": 0.0, + }) + + # 2. 각 청크 크기별 테스트 + for chunk_size in chunk_sizes: + chunks = get_chunks_for_pages(target_pages, chunk_size, total_pages) + print(f"[{len(results) + 1}] {chunk_size} page(s)/chunk ({len(chunks)} chunks)") + + result = run_benchmark_for_ranges(pdf_path, chunks, f"{chunk_size} page(s)/chunk") + result.chunk_size = chunk_size + results.append(result) + + overhead_pct = ((result.avg_time - opt_result.avg_time) / opt_result.avg_time) * 100 + print(f" Avg: {result.avg_time:.2f}s (±{result.std_time:.2f}s) [{overhead_pct:+.1f}%]") + + scenario_data["results"].append({ + "method": f"chunk_{chunk_size}", + "chunk_size": chunk_size, + "chunks": chunks, + "num_chunks": len(chunks), + "avg_time": round(result.avg_time, 3), + "std_time": round(result.std_time, 3), + "times": [round(t, 3) for t in result.times], + "overhead_pct": round(overhead_pct, 1), + }) + + # Best 찾기 + best_result = min(results, key=lambda r: r.avg_time) + scenario_data["best_method"] = best_result.name + scenario_data["best_time"] = round(best_result.avg_time, 3) + + print() + print(f" >> Best: {best_result.name} ({best_result.avg_time:.2f}s)") + + return scenario_data + + +def main(): + project_root = get_project_root() + pdf_path = project_root / "samples" / "pdf" / "1901.03003.pdf" + + if not pdf_path.exists(): + print(f"Error: PDF not found at {pdf_path}") + return 1 + + total_pages = 15 + chunk_sizes = [1, 2, 3, 5] + percentages = [25, 50, 75, 100] + + print("=" * 60) + print("Docling Page Range Benchmark - Multi Scenario") + print("=" * 60) + print(f"PDF: {pdf_path.name} ({total_pages} pages)") + print(f"Warmup: {WARMUP_RUNS} run(s), Measure: {MEASURE_RUNS} run(s)") + print(f"Chunk sizes: {chunk_sizes}") + print(f"Scenarios: {percentages}%") + + random.seed(RANDOM_SEED) + + report = { + "metadata": { + "pdf_file": pdf_path.name, + "total_pages": total_pages, + "warmup_runs": WARMUP_RUNS, + "measure_runs": MEASURE_RUNS, + "chunk_sizes": chunk_sizes, + "random_seed": RANDOM_SEED, + "timestamp": datetime.now().isoformat(), + }, + "scenarios": [], + "summary": {}, + } + + for pct in percentages: + num_pages = max(1, total_pages * pct // 100) + + if pct == 100: + target_pages = list(range(1, total_pages + 1)) + else: + target_pages = sorted(random.sample(range(1, total_pages + 1), num_pages)) + + scenario_data = run_scenario_benchmark( + pdf_path, + total_pages, + target_pages, + chunk_sizes, + f"{pct}% pages", + ) + report["scenarios"].append(scenario_data) + + # Summary 생성 + print("\n" + "=" * 60) + print("SUMMARY") + print("=" * 60) + print(f"{'Scenario':<15} {'Best Method':<20} {'Time':>8} {'Chunks':>8}") + print("-" * 60) + + for scenario in report["scenarios"]: + best = min(scenario["results"], key=lambda r: r["avg_time"]) + print(f"{scenario['scenario']:<15} {best['method']:<20} {best['avg_time']:>7.2f}s {best['num_chunks']:>7}") + report["summary"][scenario["scenario"]] = { + "best_method": best["method"], + "best_time": best["avg_time"], + "best_chunks": best["num_chunks"], + } + + # JSON 저장 + output_path = project_root / "tests" / "docling_chunking_strategy" / "docling_benchmark_report.json" + with open(output_path, "w", encoding="utf-8") as f: + json.dump(report, f, indent=2, ensure_ascii=False) + + print() + print(f"Report saved to: {output_path}") + + return 0 + + +if __name__ == "__main__": + exit(main()) diff --git a/docs/hybrid/experiments/speed/baseline_results.json b/docs/hybrid/experiments/speed/baseline_results.json new file mode 100644 index 0000000..a189364 --- /dev/null +++ b/docs/hybrid/experiments/speed/baseline_results.json @@ -0,0 +1,1221 @@ +{ + "approach": "baseline", + "description": "docling-serve HTTP API", + "timestamp": "2026-01-03 14:23:41", + "config": { + "do_ocr": true, + "do_table_structure": true, + "server_url": "http://localhost:5001/v1/convert/file" + }, + "statistics": { + "total_documents": 200, + "successful": 200, + "failed": 0, + "total_elapsed": 456.63, + "elapsed_per_doc": 2.2825, + 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b/docs/hybrid/experiments/speed/speed-experiment-2026-01-03.md new file mode 100644 index 0000000..d286380 --- /dev/null +++ b/docs/hybrid/experiments/speed/speed-experiment-2026-01-03.md @@ -0,0 +1,65 @@ +# Docling Speed Experiment Results + +**Date**: 2026-01-03 14:31:43 + +## Summary + +| Approach | Description | Avg (s/doc) | Target | Status | Speedup | +|----------|-------------|-------------|--------|--------|---------| +| baseline | docling-serve HTTP | 2.283 | - | - | - | +| fastapi | FastAPI + SDK singleton | 0.685 | 0.8 | PASS | 3.3x | +| subprocess | Persistent subprocess | 0.661 | 1.0 | PASS | 3.5x | + +## Decision + +**Phase 0 PASSED** - FastAPI approach meets the < 0.8s threshold. + +Proceed to Phase 1 implementation: + +- [x] Task 1.1: docling_subprocess_worker.py (skipped - FastAPI only) +- [x] Task 1.2: hybrid_server.py (opendataloader-pdf-hybrid CLI) +- [x] Task 2.1: DoclingSubprocessClient.java (skipped - FastAPI only) +- [x] Task 2.2: DoclingFastServerClient.java +- [x] Task 2.3: HybridClientFactory modification +- [x] Task 3: Benchmark integration +- [x] Task 4: Final validation + +Subprocess approach also passed - both approaches available for implementation. + +## Detailed Statistics + +### Baseline + +- **Description**: docling-serve HTTP API +- **Timestamp**: 2026-01-03 14:23:41 +- **Total documents**: 200 +- **Successful**: 200 +- **Failed**: 0 +- **Total elapsed**: 456.6s +- **Average per doc**: 2.2825s +- **Min**: 2.0045s +- **Max**: 8.0182s + +### Fastapi + +- **Description**: FastAPI server with docling SDK singleton +- **Timestamp**: 2026-01-03 14:27:18 +- **Total documents**: 200 +- **Successful**: 200 +- **Failed**: 0 +- **Total elapsed**: 137.1s +- **Average per doc**: 0.6855s +- **Min**: 0.1912s +- **Max**: 4.2420s + +### Subprocess + +- **Description**: Persistent Python subprocess with docling SDK +- **Timestamp**: 2026-01-03 14:30:50 +- **Total documents**: 200 +- **Successful**: 200 +- **Failed**: 0 +- **Total elapsed**: 132.4s +- **Average per doc**: 0.6612s +- **Min**: 0.1908s +- **Max**: 4.2498s diff --git a/docs/hybrid/experiments/speed/subprocess_results.json b/docs/hybrid/experiments/speed/subprocess_results.json new file mode 100644 index 0000000..8f7567b --- /dev/null +++ b/docs/hybrid/experiments/speed/subprocess_results.json @@ -0,0 +1,1426 @@ +{ + "approach": "subprocess", + "description": "Persistent Python subprocess with docling SDK", + "timestamp": "2026-01-03 14:30:50", + "config": { + "do_ocr": true, + "do_table_structure": true, + "worker_type": "persistent" + }, + "statistics": { + "total_documents": 200, + "successful": 200, + "failed": 0, + "total_elapsed": 132.45, + "elapsed_per_doc": 0.6612, + "server_time_per_doc": 0.6589, + "min_elapsed": 0.1908, + "max_elapsed": 4.2498 + }, + "threshold": { + "target": 1.0, + "passed": true + }, + "details": [ + { + "status": "success", + "filename": "01030000000001.pdf", + "markdown": "1999 such iterations to form parameter distributions. If these distributions are symmetric, we can pretty much just read values straight out of them to form confidence intervals (e.g., the 50th and 1950th values out of 1999 will give us a roughly 95% confidence interval). If they are not, we must do something more complicated, with the best choice being the bias-corrected and accelerated (BCa) approach. Because of the large number of fits that are required, bootstrapping is fairly slow. If the experiment contains many trials, the BCa method makes it even slower (because it incorporates additional 'jackknife' resampling, implying one further fitting iteration for almost every trial).$^{1}$^{8}\n\nThe code accompanying this chapter offers options to generate confidence intervals on fitted parameters. Confidence intervals sometimes imply statistical inference, as for example when they fail to overlap some value and thus imply that our statistic differs significantly from that value. However, in sj experiments we are more likely to want to ask a question such as whether a particular parameter differs between two conditions for a single observer. To answer this kind of question, you will need to modify or develop the code. If we take the example of whether parameters vary across conditions, my recommendation would be to adopt a permutation test approach.\n\nTo do so, take the trials from both conditions and think of each trial as a card in a deck of cards. Making sure you keep each trial intact (i.e., without breaking the link between soas and responses) shuffle the trials and then deal them at random into two new piles, each representing a pseudo-condition. If your original conditions contained different numbers of trials, make sure the two pseudo-conditions match the size of the original conditions. For each pseudo-condition, perform a model fit. Now calculate the difference between model parameters in the two pseudo-conditions. This is the value you want to retain. Now repeat this whole process many times. What you are forming is a null distribution of the expected difference between model parameters that would occur just by chance. You can then compare the difference you actually obtained against this null distribution to generate a p value for your difference of interest.\n\n## 7 Variants of sj Observer Models\n\nIn this chapter, I have presented two variants of a latency-based observer model applied to the sj task. Both assume that a single SOA will generate an internal response ( Δ t) that is a Gaussian random variable. Both assume a simple\n\n18 E.g., <SimultaneityNoisyCriteriaMultistart 225-386>. Note that Matlab has inbuilt functions, which could have done most of this if you have the statistics toolbox extensions.", + "processing_time": 3.5697386669926345, + "client_elapsed": 3.580927375005558 + }, + { + "status": "success", + "filename": "01030000000002.pdf", + "markdown": "where soas below some threshold cannot be recovered, so that an observer can only guess about order.$^{1}$^{9} However, either kind of model can easily be fitted and interpreted from either theoretical perspective.\n\n## 8 Choosing between Observer Models and Rejecting Participants\n\nTwo further reasonable questions one might ask are: 1) could my observer model have generated these data? and 2) does another observer model describe the data better? Model comparison is a large and complex topic, so once again, what I have to say here should be treated as a brief introduction rather than a comprehensive summary.\n\nLet's begin by considering a metric I have not yet mentioned: Deviance. Deviance (sometimes called G$^{2}) is a measure based on log likelihood, but which looks rather more like summed squared error, in that it is zero for a perfectly fitting model and large/positive for a poorly fitting model. Formally, deviance is two times the difference in log likelihood between the saturated model and the model with our current set of parameters. A saturated model is one that exactly predicts the data (which can always be accomplished by a model that has one parameter per data point). Hence it represents the situation with the maximum possible log-likelihood when predicting this particular set of data. Deviance is closely related to a simpler calculation (-2 × log likelihood) that forms the basis of a couple of well-known metrics for model comparison (the Akaike information criterion, aic, and the Bayesian information criterion, bic) and indeed is occasionally defined this way. That's because we are often only really interested in differences (in Deviance, or aic, or bic) between models, and the log-likelihood of the saturated model gets subtracted out in a comparison between two models (because it has contributed to the deviance in the same way for both) so calculating it is not necessary.\n\nHowever, if you want to say something about the goodness of fit of a model without relating it to any other model, based on asymptotic statistical theory, you do need to calculate deviance properly. Asymptotically, it turns out that the deviance of a model fitted to data when that model actually generated those data follows a chi-square ( χ $^{2}) distribution, with degrees of freedom equal to the number of data points minus the number of model parameters (note: for\n\n19 García-Pérez and Alcalá-Quintana's commitment to this account is a little unclear, because they often let δ vary across experimental conditions, suggesting flexibility more akin to a criterion-based account. It may be that they believe a low-threshold exists, but that synchrony is often additionally reported beyond this hard limit.", + "processing_time": 0.24415750004118308, + "client_elapsed": 0.2457441670121625 + }, + { + "status": "success", + "filename": "01030000000003.pdf", + "markdown": "model (discussed for a binary fit in Section 6.2). Because there are three possible choices, the appropriate data model (applied at each soa) is no longer the binomial distribution, but rather the multinomial distribution, which can provide an exact likelihood of obtaining any particular combination of probabilities that divide N choices into three bins when the actual probabilities of selecting each bin are known (or rather, for fitting purposes, predicted).$^{2}$^{2}\n\n## 11 Dual-Presentation sj Data\n\nSeveral authors have investigated the use of a dual-presentation sj task in which two bimodal stimuli are presented (one after another) and compared, for example by reporting which one was (most) synchronous (Allan & Kristofferson, 1974; Powers, Hillock, & Wallace, 2009; Roseboom, Nishida, Fujisaki, & Arnold, 2011). This is a form of what would, in classical signal detection theory, be described as a two-alternative forced choice (specifically the two-interval forced choice variant). However, that designation is ambiguous (about whether there are two presentations or two response categories) and has been applied to cases where either or both of the possible qualifying conditions are met, which is probably why the dual-presentation sj task has ended up being given a variety of names (e.g., temporal 2AFC; forced-choice successiveness discrimination; 2IFC sj, where the classic sj is referred to as 2AFC sj in the same paper). I will label it the 2xSJ .\n\nThe simplest form of the 2xSJ would have a synchronous standard on every trial along with a non-synchronous test pair. Based on the kind of observer models discussed in this chapter, the resulting psychometric function (plotting the probability of judging the standard more synchronous than the test against the test's soa) is U-shaped and centred over the pss. This approach represents a reasonable way to derive estimates of inverse precision (i.e., σ ∆t ) but a fairly poor way to estimate the pss, because having a synchronous standard on every trial provides feedback about objective synchrony. A simple solution is to also include a range of standards as well as a range of tests, in a roving standard design.\n\nThe observer model can be fitted to data even when both standard and test are non-zero, as described in detail by Yarrow et al. (2016; see also García-Pérez & Peli, 2014). To present all of the data, it is necessary to plot a function for each standard soa (using several standard plots, or a single 3D plot), which is somewhat cumbersome, but not a major obstacle to using the task. A simple\n\n22 <MultinomialLikelihood 9>.", + "processing_time": 0.2374616670422256, + "client_elapsed": 0.23879133397713304 + }, + { + "status": "success", + "filename": "01030000000004.pdf", + "markdown": "observer model with three parameters captures pss, sensory noise and an interval bias (i.e., a tendency to select one interval in preference to the other under uncertainty).\n\nThe 2xSJ task provides estimates that correlate fairly well with equivalent parameters estimated using tojs, sjs, and ternary tasks. However, each trial takes longer than in those single-presentation tasks, which makes experiments more onerous. There are a few reasons why the roving-standard 2xSJ is still worth considering. Firstly, it asks about synchrony explicitly (unlike the toj) and by requiring relative judgements it reveals a point of maximal synchrony perception (whereas the sj and ternary tasks often reveal a range of soa values that are classified as synchronous). Secondly, it can be added in to a single-presentation task (as a follow-up question every two trials), which somewhat mitigates the burden of additional experimental time. Finally, a case can be made that it will be more resistant to some forms of decision-level bias (Morgan, Grant, Melmoth, & Solomon, 2015; Morgan, Melmoth, & Solomon, 2013). As with the other tasks I have described, code to fit data from the 2xSJ accompanies this chapter.$^{2}$^{3} For further information, read the comments there and consult Yarrow et al. (2016).\n\n## 12 Conclusion\n\nIn this chapter, I have outlined the benefits of fitting formal observer models to judgements about simultaneity, and described how this can be achieved using Matlab code (see book's GitHub repository). In doing so, I have presented one particular observer model in some detail, and highlighted the fundamentally subjective nature of the sj task, which requires us to think carefully about how both the strategic decisions and perceptual sensitivity of a participant can affect their psychometric function. I have gone on to supply a brief overview of appropriate models for several closely related timing tasks. I hope I have also provided enough of a tutorial regarding bespoke model fitting and evaluation to allow the interested reader to go forward and explore their own models of perceived simultaneity. Modelling may seem intimidating, but in fact, a good understanding of just a few basic concepts (which is best gained through practical exploration) will take you a long way, providing tools to engage more fully with the timing literature. This is an endeavour I would very much encourage!\n\n23 <TwoAFCSimultaneity\\_3PEq\\_Multistart\\_rawdata>.", + "processing_time": 0.22722445899853483, + "client_elapsed": 0.22821854200446978 + }, + { + "status": "success", + "filename": "01030000000005.pdf", + "markdown": "Figure 1.5. The San Mateo Ixtatán men's jacket, lopil (Spanish capixay ). Photo by Elizabeth Purdum.\n\n\n\nFigure 1.6. Vegetation along the trail from San Mateo Ixtatán to Bulej, May 1965. Photo by author.\n\n", + "processing_time": 0.621310833026655, + "client_elapsed": 0.6233845000388101 + }, + { + "status": "success", + "filename": "01030000000006.pdf", + "markdown": "Figure 1.15. On the trail in the Yolcultac ( yol k'ultak , 'center of the brushland') forest, municipio of Nentón. May 1965, at the end of the dry season. Photo by the author.\n\n", + "processing_time": 0.6018712080549449, + "client_elapsed": 0.6048679579980671 + }, + { + "status": "success", + "filename": "01030000000007.pdf", + "markdown": "## Chapter 2\n\n## Narratives in Chuj\n\nT his collection of six narratives told in Chuj demonstrates the broad variety of stories people tell one another and the variety of sources of those stories: personal narratives, legendary events, mythological tales, and stories borrowed from other cultures. All were recorded by me during field work on Chuj from 1964 to 1965. (See the Archive of the Indigenous Languages of Latin America, www.ailla.utexas.org, for these and other samples of Chuj speech recorded during field work; AILLA reference codes for each text are given below and at the head of each transcription.)\n\n## Introduction to the Texts\n\nTwo of the stories are ultimately of foreign origin, but their origins are not the same. In one case, the story known to the narrator as An Old Man Whose Son Killed Him [CAC 002 R022], the story clearly comes from the European tradition, and must have been introduced to the Chuj by schoolteachers. It is the classic Greek tale of a couple whose child is destined to kill his father and how that came about, including the solution to a famous riddle: What animal walks on four legs at dawn, on two legs at noon, and on three legs in the evening?\n\nThe other tale, Coyote and Rabbit [CAC 002 R027], is probably ultimately of African origin, although some of its episodes are traditional in the American South and may have been introduced secondhand to the Chuj. This is the series of incidents that make up the Br'er Rabbit stories, stories that reflected earlier African tales involving Hyena instead of Fox (Diarassouba 2007). Here the story features Coyote instead of either Fox or Hyena. Coyote stories and stories of Rabbit Trickster abound in the native New World, and some of the episodes may be of American origin, adapted to the framework of the African stories. Some episodes have a local flavor (such as misty mountains) and are likely of local origin.\n\nA third story, Friend of the Animals [CAC 002 R020], expresses such a universal theme that it could possibly be of foreign origin as well, but it has", + "processing_time": 0.20933033397886902, + "client_elapsed": 0.2103524580015801 + }, + { + "status": "success", + "filename": "01030000000008.pdf", + "markdown": "indicates the use of balsam, which is 'indigenous in various parts of Arabia,' as an ingredient in the 'Myrabolan comfit.'$^{2}$^{5} Such references emphasize Arabia's exoticism and refined taste, as well as the sweetness and fragrance of its products, which were much valued during a time when the consumption of sugar and spices was rising rapidly among European populations.\n\nCoffee is another staple thing customarily associated with the area. In his Dictionary, Johnson indicates the Arabic origin of coffee and rightly so, as one the most popular types of coffee is called 'Arabica' because it was first domesticated for commercial use in the southern part of Arabia the Happy (present-day Yemen). Given the Muslim prohibition of alcohol, coffee became particularly attractive to the Muslim world as 'the wine of Islam,'$^{2}$^{6} and spread through the ports of the Persian Gulf in Western Europe, where it became immensely popular. Collections of travels published during the time mention that coffee was 'the product of Arabia only.'$^{2}$^{7} Imported largely from Yemen, which was credited with producing the best coffee in the world, coffee was considered to have stimulating and therapeutic properties.$^{2}$^{8} The former quality is famously described by Pope in The Rape of the Lock : ' Coffee (which makes the politician wise), / And see thro' all things with his half-shut Eyes) / Sent up in vapours to the Baron 's brain / New Stratagems, the radiant Lock to gain.'$^{2}$^{9} According to Beawes, the product was brought to Mecca through the port of Jeddah, whose '[t]rade consists mainly of coffee brought here by the Arabians and bought by the\n\n25 Wiliam Beckford, An Arabian Tale, from an Unpublished Manuscript: With Notes Critical and Explanatory (London: Printed for J. Johnson, 1786), 165.\n\n26 For the association between coffee and wine, see Ralph S. Hattox, Coffee and Coffeehouses: The Origins of a Social Beverage in the Medieval Middle East (Seattle: University of Washington Press, 1985), 18-19.\n\n27 A Collection of Voyages and Travels , 1:440.\n\n28 Coffee was customarily used as a mild painkiller during the eighteenth century. Poet Alexander Pope, for instance, used it as a palliative for his migraines.\n\n29 Pope, The Rape of the Lock , 69.\n\nFigure 4.2 William Hogarth, Taste in High Life [graphic]. Print made by isaac mills after William Hogarth's painting, without the artist's permission, London, 1798\n\n\n\nTurks … [and] by the Merchants of Mogul, Persia, and several places on the coast of Ehiopia.'$^{3}$^{0} From here, coffee spread rapidly in England, France, and Italy, giving rise to the coffeehouse culture that is a hallmark of the eighteenth century. Coffee was also regularly paired in the visual culture of the time with expensive china (fig. 4.2), was employed as a mark of the culture of sociability (fig. 4.3), or was used for its oracular properties$^{3}$^{1} (fig. 4.4).\n\nArabian medicines were also much sought-after in the Western world. As indicated by Beawes, 'from Arabia, Medicinal drugs, Dragon's Blood, Manna, Myrrh, [and] Incense,'$^{3}$^{2} were brought to the British  metropolis. Pharmacopoia Reformata (1744) mentions gum Arabic, aloe, cassia, acacia, cardamom, saffron, myrrh, and spikenard, which were all used for their therapeutic properties.$^{3}$^{3} To\n\n30 Beawes, Lex Mercatoria Rediviva, 791.\n\n31 Again, the custom of reading one's fortune in coffee grounds is of Turkish provenance, not Arabic. Such mistaken attributions were pervasive during the eighteenth century.\n\n32 Beawes, Lex Mercatoria Rediviva, 792.\n\n33 M.M., Pharmacopoia Reformata: Or, An Essay for a Reformation of the London Pharmacopoia, by a Set of Remarks on the Draught for a New One, and a Brief Account of the Proceedings of the Committee Appointed by the College of Physicians, to Thoroughly Reform Their", + "processing_time": 0.40632787498179823, + "client_elapsed": 0.408808708016295 + }, + { + "status": "success", + "filename": "01030000000009.pdf", + "markdown": "Figure 4.3 The Honey-Moon [graphic]. Mezzotint, hand-colored. Printed for carington bowles, London, June 1777\n\n\n\nthis list, Richard Walker, apothecary to the Prince of Wales, adds Arabic henna, manna, and rhubarb.$^{3}$^{4} The influence of the Arabian medicine first on the Greek, then on the French and English physicians, although often decried, brought an influx of medicinal plants from or through the Arabian\n\nBook. Interspersed with Some Occasional Observations on Some of the Most Celebrated Modern Dispensatories, and the Present State of Pharmacy (London: Printed and Sold by R. Willock, 1744). This volume contains a wealth of detailed recipes for various afflictions, albeit providing few specifics as to what was treated by using them.\n\n34 Richard Walker, Memoirs of Medicine; Including a Sketch of Medical History from the Earliest Accounts to the Eighteenth Century (London: Printed for J. Johnson, 1799).\n\nPeninsula to Europe, where they were customarily used in tinctures, purges, and other more or less effective elixirs.$^{3}$^{5} Alternately, incense was used for its love-inducing and rejuvenating properties, as seen in an 1787 etching by James Gillray representing a group of five elderly  women of fashion attending an altar of Love (fig. 4.5).$^{3}$^{6}\n\n35 For the influence of the Arabian medicine on Western Europe, see volume 3 of John Astruc's Treatise on the Diseases of Women, in Which Is Attempted to Join a Just Theory to the Most Safe and Approved Practice… (London: Printed for J. Nourse, 1767). For detailed recipes of medicines containing ingredients of Arabic origin, see Pharmacopoia Reformata cited above.\n\n36 Arabian incense is made by using frankincense or gum Arabic resin mixed with sweet-smelling essential oils, such as myrrh and oud.", + "processing_time": 0.7332307079923339, + "client_elapsed": 0.73545274999924 + }, + { + "status": "success", + "filename": "01030000000010.pdf", + "markdown": "Figure 4.10 James Gillray, High Change in Bond Street; ou la politesse du grande monde [graphic]. Etching on wove paper, hand-colored .\n\n\n\nPublished by h. humphrey, London, 1796\n\nmeant to bewilder the viewer. Satins, silks, ivory, gigantic eggs, and 'artificial' apples describe, in fact, the things of the trade: expensive and rare fabrics, on the one hand, strange collectibles and exotica, on the other. Lavish dresses and embellishments become insignia of wealth, power, and nonconformity, of a way of life outside the economic constraints of the Western civilization. Interestingly, such projections were internalized by eighteenth -century British subjects in the fashionable  'Turquerie' that allowed the wearers to display  their wealth by wearing Oriental dress, turbans, ostrich plumes, long capes, veils, and flattering shalvars (figs. 4.9 and 4.10). Another infusion of Orientalism in the West, the tradition of painting European figures in Middle Eastern dress, becomes a form of cultural cross-dressing meant to suggest misuse of power or excessive wealth (fig. 4.11). Such  cultural imports are difficult to be understood, to use Said's qualification, as expressions of the Occident's cultural 'antipathy'$^{8}$^{4} toward the Orient; rather, they reflect the West's attraction to a space that connotes difference understood as extraordinariness rather than inferiority.\n\nBesides their connotations of magic, exoticism, and wealth, the things in the Arabian Nights are also rich bearers of cultural information: as Marina Warner correctly pointed out, 'stories are lodged in goods'$^{8}$^{5} and as such, they expand the reader's\n\n84 Said, Orientalism , 260.\n\n85 Marina Warner, introduction to Stranger Magic: Charmed States and the Arabian Nights (London: Chatto & Windus, 2011), 8.", + "processing_time": 0.7797799590043724, + "client_elapsed": 0.7831529169925489 + }, + { + "status": "success", + "filename": "01030000000011.pdf", + "markdown": "Figure 4.11 A. Birrell, Sir Robert Shirley on wove paper.\n\n\n\n[graphic]. Engraving Published by edward harding, London, 1799\n\nknowledge about remote civilizations. There is an obvious cultural coincidence, for instance, between carpet-making and storytelling among nomadic peoples, which these stories convey through their intricate plot development. They also tell fascinating stories about the the traffic in diamonds, gold, and spices between the Indies, China, Arabia, and Western Europe that still wait to be unveiled. Rather than looking at the things of the Nights as colorful details in Sheherazade's tales or protagonists in the fantastic stories they make for themselves, we could explore, instead, their role as as bearers of cultural knowledge unintentionally embedded in the fabric of the text. In such a reading, 'historically and theoretically overdetermined material charactersitics of objects are sought out beyond the immediate context in which they appear'$^{8}$^{6} in order to\n\n86 Elaine Freedgood, 'Introduction: Reading Things,' in The Idea in Things: Fugitive Meaning in the Victorian Novel (Chicago: University of Chicago Press, 2006), 5-6.\n\ndefetishize them and expose the power structures in which they are involved.\n\nThus, as Makdisi and Nussbaum sum up in their introduction to The Arabian Nights in Historical Context: Between East and West , 'the Nights offered a particularly powerful vision of an Asiatic culture seemingly saturated with references to sensuality, extravagance, indulgence, violence, supernaturalism, and eroticism … [and] added a supernatural dimension to the Enlightenment; the tales offered an avenue into modernity through its magical opposite, an alternative to European identity, and an antidote to neoclassicism.'$^{8}$^{7} However, reading such imports as an expression of European powers' disavowal of the East in order to 'justify their conquest and rule over other peoples, particularly in Asia,'$^{8}$^{8} is an oversimplification of a rather complicated process of cultural exchange. None of these descriptions of Arabia were caused by colonial 'distortions,' as Said feared, but by false attributions: 'Arabian' was a misnomer that rarely described Arabia itself. While fictional narratives like Arabian Nights' Entertainments represented Arabia as a land of magic and exorbitant riches, they were too far-fetched to be part of a Westerner's belief system during the Age of Reason; rather, they were popularized because their wild fictionality turned them into bestsellers at the time. Such stories competed with descriptions of the Arabian Peninsula by travelers and traders who had visited the area and had unmediated contact with the local culture. However, while the Orientalist literature described Arabia in terms that emphasized its exoticism, magic, superstitions, extravagance, wealth, eroticism, excess, and myriads of other peculiarities that contrasted it with the European normativity, travel narratives created an 'Arabian' identity that was generally congruent with the reality of the place.\n\n87 Makdisi and Nussbaum, introduction to The Arabian Nights in Historical Context , 5.\n\n88 Ibid.", + "processing_time": 0.44627091696020216, + "client_elapsed": 0.4483776669949293 + }, + { + "status": "success", + "filename": "01030000000012.pdf", + "markdown": "Figure 5.1 Mr. Bologna Jun-r as Kalim Azack in Aladdin, or The Wonderful Lamp .\n\n\n\ntheatrical prints, which are informed by interculturation and illustrate the Orientalized look of the tale's theatrical life: one of John ('Jack') Peter Bologna as Kalim Azack, the vizier's son betrothed to Badroulboudour, and one of the extraordinary pantomime clown Joseph Grimaldi as Kazrac, the magician's Chinese slave, who, disillusioned by the magician's cruel plans concerning the lamp, befriends Aladdin (figs. 5.1 and 5.2). The creation of this non-speaking role (Kazrac's tongue had been removed by the 'Tartarian Hord' from whom the magician rescued him) added much to the play, besides giving both the magician and Aladdin an ally and a confidant. Interestingly, these two prints likely represent a notable scene in the play, certainly a favorite with children playing with a toy theater. The prints show Kalim Azack and Kazrac fighting while Aladdin follows the princess to the royal baths. The wealthy Kalim Azack is depicted wearing an elaborate ensemble: long embroidered tunic with fringe, short jacket with embroidery and tassels, full trousers tucked into boots, a sash,\n\nFigure 5.2 Mr. Grimaldi as Kazrac (the Chinese slave) in Aladdin, or The Wonderful Lamp .\n\n\n\nnecklace, earrings, and brooches. With his fanciful hat and long moustache, he depicts a theatrical version of 'a Tartar,' or 'a Man from Crimea.' An illustration with the same title was included in an 1804 edition of The Costume of Turkey that aptly associates Kalim Azack with the 'Tartarian Hord' responsible for Kazrac's disfigurement . $^{4}$^{1} Kazrac's 'Chinese' costume resembles contemporary Qing Dynasty (1636-1912) fashion with its changshan tunic, long, loose trousers, and a cap with upturned brim, topped with a knob. Despite his role as a poor peasant, Kazrac's theatrical costume is embellished with embroidery and a gold trim, and the character wears white stockings. Additionally, Grimaldi sports a braided pigtail and long moustache and brandishes two curved swords. Taken together, these two cultural images exemplify the Orientalized look that contributed to the fantasy\n\n41 'A Tartar. A Man from Crimea,' in Octavien Dalvimart, The Costume of Turkey, 1802 (London: Printed for William Miller, 1804), n.p.", + "processing_time": 0.6592218750156462, + "client_elapsed": 0.6622143340064213 + }, + { + "status": "success", + "filename": "01030000000013.pdf", + "markdown": "Figure 8.7a-c A gazelle horn used in al-Sadu weaving.\n\n\n\n## 4 Al-Sadu Symbols and Social Significance\n\nPerhaps the main reason for the uniqueness of al-Sadu weaving is that it was never mass-produced for export in the same way other carpets were. Although it was traded among tribes, due to the length of time it takes to produce a tent, and due to its particular function in the harsh climate of the desert, it was not replicable in other geographies. Al-Sadu weaving could not be commercialized in the same way that other\n\nFigure 8.8 Symbol of stars in contemporary al-Sadu weaving by Leila Yaser.\n\n\n\nobjects-such as kilims , clothes, bags, blankets, and tablecloths-were in other parts of the world. Therefore, although the weaving practice and the symbols used may have changed, they did not change as much as in other textiles, so examining the symbols embedded in these weavings may yield a wealth of information about the life of local populations. In the absence of written records, al-Sadu weavings become, thus, records of memories embodied in a thing.\n\nThe natural environment of the nomadic tribe can be seen in al-Sadu designs, which contain symbols that reflect astronomical elements and the desert environment.$^{2}$^{4} Quite frequently, alSadu symbols indicate constellations and stars (fig. 8.8).$^{2}$^{5} In the vast sky of the pre-electric desert, the stars, the moon, and the sun had a great significance, being the main sources of orientation. It is important to note that, currently, the weavers in Kuwait explain these symbols simply as 'stars,'\n\n24 For more details on the symbols that appear in al-Sadu weavings, see also Altaf Salem Al-Ali Al-Sabah, Ibjad: Ornate Tent Dividers and Weavings of the Kuwait Desert (Kuwait: Al Sadu Society, 2006); Khawla Mohamed Abdel and Aziez Al Manai, Al Sadu (Doha: National Museum of Qatar, 2013); and Ali S. Alnajadah, 'The Pictographic Codes in Al-Sadu Weavings of Kuwait,' International Design Journal 8, no. 3 (2018): 63-74. In this latter study, Alnajadah tracks changes in the meanings of some al-Sadu symbols.\n\n25 Khawlah M. Manna, Al-Sadu in Qatar: Traditional Technical Values and Techniques (Doha: Qatar Museums Authority, Qatar National Museum, 2013), 99-100.", + "processing_time": 1.8462979579926468, + "client_elapsed": 1.8493047090014443 + }, + { + "status": "success", + "filename": "01030000000014.pdf", + "markdown": "Figure 8.15 Typical black-and-white Bedouin tent.\n\n\n\nFigure 8.16 Typical three-poled Bedouin tent\n\n\n\nblack and white, with a little red-dyed wool for decoration. This wool comes from sheep and camels, whose wool is known for its softness and, when left undyed, for its beautiful natural colors.$^{4}$^{9}\n\nFigure 8.16 indicates the complex nature of the interior of a Bedouin tent. The inside area is divided into many parts, each of them with its specific use. It is important to note that a 'well-to-do' Bedouin tent like the one shown in figure 8.16 indicates the higher status of the family living in it than that of a family living in the humbler,\n\n49 For details, see Al-Sabah, Ibjad, 17.\n\nthree-poled tent in figure 8.15. These images also show that different areas are used by men and by women.$^{5}$^{0} For example, the tent contains a space which is allocated to female weavers, like a studio where they perform their craft and practice their skills.$^{5}$^{1} Thus, in the Bedouin society, the tent is a not only a signifier of social relationships and family status but also of gender roles. It is, therefore, an extremely important space because here women make items that support their family or tribe.\n\nWhile the function of the textile is to create and demarcate the Bedouin space, the way the space is constructed influences the way the nomads live and the way the family or the tribe is perceived by the outside world. The textile is, therefore, structuring the formation of a private and a public identity by delineating the space: the outside, nonpatterned textiles are public, while the inside, patterned textiles are private.$^{5}$^{2} We can infer,\n\n50 See also Dickson, The Arab of the Desert , 66-67; and Canavan, 'Applications of Textile Products,' 541. Here, Canavan explains that dividers were parts of women's possessions, accompanying them into marriage, as well as 'testimony of a tribe's wealth and prestige.'\n\n51 Refah Al Raheel, interviewed by Rana Al-Ogayyel, Riyadh, 2017.\n\n52 While the outside of the traditional tents is black and without much pattern except for stripes, the inside of", + "processing_time": 0.6406075829872862, + "client_elapsed": 0.6436195829883218 + }, + { + "status": "success", + "filename": "01030000000015.pdf", + "markdown": "Figure 11.12 A Bahraini bride in traditional green thobe . She wears a circular gold plate ( hama or taasa ) on her head, with the chains of discs talaat suspended from the rim. Sweet basil ( mishmun ), jasmine, and rosebuds adorn her hair. Around her wrists she wears gold bangles, including the shmelat, studded with turquoise and pink glass. She wears a murta/uni02BFasha choker and a long murtahish necklace ending in a crescent element.\n\n\n\ncentral element. As seen in figure 11.11, a seytemi may be added to this; it can be identified by the row of gold coins running up the chain and 'it is among the most sought after pieces of jewellery by women in the u.a.e.'$^{7}$^{2} All these pieces may vary in size and weight. At her waist, the bride will wear a\n\n72 Gubash and Lootah, Traditional Emirati Jewels , 62.\n\ngold belt ( hizam ), which is usually composed of articulated square or round elements with smaller dangling bells or tassels. On her hands, she will often have rings on each finger, especially the shahida ring, worn on both forefingers, and the marami on the middle finger. The back of her hand may be covered in the kaf or chef ornament, which runs from rings and is anchored to a bracelet. She also", + "processing_time": 0.8050010420265608, + "client_elapsed": 0.8076786670135334 + }, + { + "status": "success", + "filename": "01030000000016.pdf", + "markdown": "## Table of contents\n\n| Introduction | 7 |\n|---------------------------------------------------------|-----|\n| 1. Changing Practices, Shifting Sites | 7 |\n| 2. Core and Periphery of Play | 12 |\n| Part I: New Children, Different Toys | 21 |\n| 3. The Child as Consumer | 26 |\n| 4. Domesticating Play | 30 |\n| 5. The Child in the City | 35 |\n| 6. Toys as Containers, Mediators and Promoters | 39 |\n| Part II: From Solitary to Networked Geographies of Play | 45 |\n| 7. LEGO Toys: from Wooden Blocks to Plastic Bricks | 50 |\n| 8. Brand Extension & Product Differentiation | 58 |\n| 9. Bringing the Fans into the Company | 62 |\n| 10. Many-to-Many Geographies of Play | 66 |\n| Part III: Commercial Geographies of Play | 71 |\n| 11. Toy Towns and Simulated Cities | 73 |\n| 12. A 21st-century Dollhouse: The Sims | 83 |\n| 13. Unwanted Play Practices in The Sims Online | 94 |\n| 14. Commodified Geographies of Play | 103 |\n| Part IV: Serious Geographies of Play | 107 |\n| 15. Participation Tools | 111 |\n| 16. Participation Processes | 119 |\n| 17. Purposeful Play | 122 |\n| 18. Serious Geographies of Play | 124 |\n| Conclusion | 127 |\n| 19. Changing Geographies of Play | 127 |\n| 20. Making Do | 132 |\n| Notes | 137 |\n| Bibliography | 139 |\n| Index | 153 |", + "processing_time": 0.9816937079885975, + "client_elapsed": 0.9833783750073053 + }, + { + "status": "success", + "filename": "01030000000017.pdf", + "markdown": "16 Face Your World\n\n\n\nA girl at work with the Interactor during the Face Your World participation process (image courtesy of Van Heeswijk). On top of the workstation we see the drawing the girl made in an earlier stage of the process. The drawing depicts a large tree with a little house inside the tree and a rope ladder leading up to the little house. On the screen we see the girl working on a new object for the library. She is digitally redrawing her design for a tree house. Once this drawing is finished, she can save it to the library of the Interactor and use it when designing the park.\n\nticipating in Face Your World Slotervaart made a total of 1216 sketches in this phase of the planning project and Kaspori considered this the most creative part of the process (interview with Kaspori, 2007). In the third phase of the game, children would discuss each other ' s sketches, vote for the best sketch and write down why they had voted for that particular sketch. In the final stage, children entered the multi-player mode and had to start designing the park together. This final designing phase was directed at cooperation between the children: they had to agree on how to design the park and work together in order to be able to realize their ideas (interview with Heeswijk, 2007). To realize their ideas, players thus needed to communicate and cooperate. The discussion option of the game was facilitated through a chat function. This chat function was one of the few aspects of the game that did not work as it had been intended and projected by the designers. Children working with the Interactor did not use the chat function for communi-", + "processing_time": 0.4647313749883324, + "client_elapsed": 0.4661407089442946 + }, + { + "status": "success", + "filename": "01030000000018.pdf", + "markdown": "## Contents\n\n| Author's Note to the 2021 Edition . | . | . . ix |\n|---------------------------------------|-------------------------------------------|----------|\n| Foreword to the 2021 Edition . | . . . . | . . xi |\n| Foreword and Acknowledgements . . | Foreword and Acknowledgements . . | . . xv |\n| 1. | A Fountain in the Square . . . . | . . .1 |\n| 2. | The Lost Homeland . . . . . . . . | . . .5 |\n| 3. | Steinkirche . . . . . . . . . . . . . . . | . .13 |\n| 4. | A Jewel in the Austrian Crown | . .19 |\n| 5. | Meeting the Relatives . . . . . . . | . .37 |\n| 6. | For the Love of Iran. . . . . . . . . | . .41 |\n| 7. | To the Bottom of the World . . | . .53 |\n| 8. | Das Lager . . . . . . . . . . . . . . . . | . .65 |\n| 9. | His Majesty's Guests . . . . . . . . | . .79 |\n| 10. | The Imaginary Homeland . . . . | . .91 |\n| 11. | Shadows and Flames . . . . . . . . | .119 |\n| 12. | After the War . . . . . . . . . . . . . | .123 |\n| 13. | Stranded in Exile. . . . . . . . . . . | .127 |\n| 14. | Swimming for the Eucharist . . | .139 |\n| 15. | Ad Maiorem Dei Gloriam . . . . . | .155 |\n| 16. | Mirror Without Identity . . . . . | .173 |\n| 17. | The Wreck of the Deutschland . . | .191 |\n| 18. | Intelligence Testing . . . . . . . . . | .209 |\n| 19. | A Banquet of Life . . . . . . . . . . | .223 |\n| 20. | Marriage in Rome. . . . . . . . . . | .249 |\n| 21. | Integration . . . . . . . . . . . . . . . | .257 |", + "processing_time": 1.104749875026755, + "client_elapsed": 1.1059935829835013 + }, + { + "status": "success", + "filename": "01030000000019.pdf", + "markdown": "## Author's Note to the 2021 Edition\n\nThis book is a minimally amended, reprinted version of Sing me that lovely song again (Pandanus Press, 2006). The title was chosen by Ian Templeman, the publisher, because he was more interested in its literary merits than in academic history. For that reason, many of my dates were removed from the original manuscript during editing.\n\nMy original intention was to get my parents and the elder of my two brothers to write their own memories of how they experienced their internment in Persia and five years behind barbed wire in Australia during World War II, focusing on individual memory by gender and age. It seemed a remarkable opportunity to make this anecdotal and analytical contribution to social science: they had each lived in the same space with the same people for the same period. It was to be an experiment made in heaven, that is, within an impeccable laboratory. But my parents had been too distressed by their loss of freedom and the congested and pressured atmosphere of life in camp to collaborate.\n\nBecause I wanted to keep the focus on my own memories, and the tone of voice my own, I wrote my own book with only minimal research in various archives in Australia and abroad. I did some research as a check on some important facts.\n\nAsked to speak about my book at an academic conference at the University of Queensland in 2006, I did some further research to validate my contribution. My speech was then published in National Socialism in Oceania (edited by Emily T urner-Graham and Christine Winter, Peter Lang, 2010) with the title I had originally suggested to Pandanus Press, ' At Home in Exile: Ambiguities of wartime patriotism'. When in 2015 I was asked by Japanese scholars to speak at Cowra, NSW, at a conference on internment, I suggested that my younger brother, Peter, also be invited", + "processing_time": 0.22318895801436156, + "client_elapsed": 0.22422425000695512 + }, + { + "status": "success", + "filename": "01030000000020.pdf", + "markdown": "## At Home in Exile\n\nto speak, using half my allocated 20 minutes because he had a different memory of our internment. As a young boy he had a wonderful time in camp, getting up to mischief, playing games, feeling adventurous. Girls are more vulnerable. Puberty can be a greater problem for them.\n\nAnother interesting matter associated with this book is that the Iranianborn anthropologist Dr Pedram Khosronejad contacted me in 2019 after reading my book in the house of a friend. Pandanus Press having ceased to exist, Pedram took considerable trouble to locate and invite me to join a small group for a project he was devising. Their parents had also been interned from Persia during the period covered by my book. The group is now aged between 64 and 85 years of age - the 'children of internees from Persia'. The group works collectively and individually in association with Dr Khosronejad's experiment of a reciprocal anthropology of the aged. Outcomes of their work will include a publication as well as documentary film. This book remains one of several unique contributions within the development of the project.\n\nWith the literary title used in its initial hard copy, this book has not been part of bibliographies on civilian or refugee internment in Australia, although it is unusual as an account of a female's personal experiences.", + "processing_time": 0.20066254201810807, + "client_elapsed": 0.20149666699580848 + }, + { + "status": "success", + "filename": "01030000000021.pdf", + "markdown": "## 2 The Lost Homeland\n\nSince the death of my mother, Elfriede, ten years ago, I have been haunted by the desire to visit the homeland, the Heimat , that she never saw again after her fifty years in Australia. In more ways than one, Germany had become her lost homeland, the spiritual place of her ancestors from which she was exiled. I sensed the pain she felt over the tangible loss of connection to her own past. For me to be able to go so far away and pay tribute to her German home in what is now Poland, to savour the environment of her childhood, at first seemed impossible. I nevertheless hoped for the opportunity to do so, although I expected to find all the names of the places changed, and that people spoke a language I did not understand. It would be confronting to go there, I thought.\n\nWhen in 1997 I visited Vienna, my father's Austrian birth city, and after that my German cousins in Germany, I was not regarded as a stranger. Despite being an almost lifelong Australian, I spoke their language and somehow belonged. I was accepted by people as someone who had come home to reclaim my heritage. I could merge with crowds unobtrusively, like a 'local'. The only subtle tremors of feeling generated by what people are used to were shown up in my too-German ways for the Austrians, and my too-Austrian ways for the Germans. The Austrians reacted more firmly. This suggests that my mother's influence on me was strongest.\n\nI was born in Turkey, north of Ankara, in 1935, and when I also went there on my trip home, I was treated to a special welcome by each Turk who found this out, from my passport or my conversation. My birth in Turkey entitled me to Turkish citizenship. Naturally I was delighted,", + "processing_time": 0.20536679198266938, + "client_elapsed": 0.20643620804185048 + }, + { + "status": "success", + "filename": "01030000000022.pdf", + "markdown": "## At Home in Exile\n\nTo prepare myself for the journey from my home in Canberra, Australia, I visited the National Library's vast collection of maps. But I could not find Steinkirche, even in old German records of Silesia. The PolishGerman Gazeteer, which has a remarkable list of old German place-names in relation to their Polish replacements, and vice versa, gave the names for many places, including Märzdorf where my mother had worked as a young woman, on an estate near the Oder River. But there was nothing for Steinkirche. The people assembling the directory must have thought it simply the description of a stone church, as the name suggests, rather than the actual name for the place where the church stood.\n\nObviously it was not an important village. No one in our extended family could give me the Polish names for rural Steinkirche or of Neumarkt Platz in the Silesian metropolis. Had Steinkirche been north, east, west or south of Breslau? In my mind's eye I assumed it to be east-towards Posenmistakenly, so I was to discover. In answer to one of my many questions, I recalled that my mother had once told me that it had taken her about an hour by train to travel to the school she attended briefly in Breslau. It was an important clue.\n\nI then rang my cousin, Peter Erlanger, but neither he nor his older sister could help me. Peter advised me to try to find Steinkirche using my computer's Internet search engine. It was enlightened advice, and was to provide me with a key clue. The website yielded a huge list of entries, mostly concerning stone churches in present-day Germany. But there was also a reference to a 1928 visit by a church official inspecting a number of communities overseen by the Lutheran Church at Strehlen. I had often heard my mother and her sister refer to acquaintances in Strehlen.\n\nThe article about Steinkirche described it as having a 1264 Polish Catholic foundation, on a site where pagan sacrifices had taken place. This seemed to have the ring of truth. The description offered a brief history of the church and gave illustrations of it in various stages of alteration. By the seventeenth century, the place had become Lutheran and in the following 200 years the community's religious confidence expressed itself architecturally, through continual improvements. A church tower with baroque spire was raised and the interior refurbished with an upper-storey balcony with pews on three sides.", + "processing_time": 0.22267775004729629, + "client_elapsed": 0.22350566601380706 + }, + { + "status": "success", + "filename": "01030000000023.pdf", + "markdown": "This description told me that Steinkirche was somewhere in the vicinity of Strehlen. Then, according to Elfriede's stories about walking her animals, ducks, geese and a goat to the railway station to meet visitors, a station once existed near the village. I wondered whether it had survived the bombing. I have seen films of the utter devastation along the Oder River in early May 1945, just before the War in Europe ended. Did the railway still pass Steinkirche? My mother's father had been a railway line pointsman, a signal attendant. From a station close to home he would have undertaken the long journeys his work demanded.\n\nI went back to the old German maps in the National Library and located Steinkirche on one of several contiguous contour maps perhaps designed for military purposes. They covered Lower Silesia in 1938 in·remarkable detail, although such detail also helped obscure the printed names of villages, which were lost in the depictions of miniature hills, rivers, quarries, castles, lakes and even houses.\n\nEventually I did locate the village through this superb map. Steinkirche was off the main road near the second railway station south of Strehlen, probably on a hill, something my mother had never mentioned. If one passed it, one could also locate it as station number two of the seven between Strehlen and Milnsterberg, on the railway running south of Breslau towards the Carpathian Mountains. Then I noted the Polish names for the two townships south of Wroclaw (Breslau). In the Germanto-Polish Gazeteer they are given as Strzelin and Ziebice.\n\nMy intention was to take a train or a car to the new Polish ex-Steinkirche, visit it discreetly, and search the old cemetery for family connections. I wanted to photograph my two-year-old granddaughter beside my own grandfather Friedrich's grave. I wanted to look for other evidence of family history, and just savour the atmosphere of the place. I also wanted to see what had happened to Neumarkt Platz.\n\nIt was difficult to achieve anything in a hurry. In London, my daughter, granddaughter and I visited the office of the Polish Consulate. Tourist brochures were generously given to us, but none of the authoritative road maps of Poland showed the villages between Strzelin and Ziebice. Did our village still exist? And by what name?\n\nAfter flying to Berlin, we set out in a hire car for Wroclaw on 13 September 2003. Beside the Hitler-era Autobahn, there are still extensive forests, between flat farmlands. It was raining when we entered Poland.", + "processing_time": 0.21052479202626273, + "client_elapsed": 0.2113862499827519 + }, + { + "status": "success", + "filename": "01030000000024.pdf", + "markdown": "We received the clear impression from grim customs officials and moneychangers at the border that we had entered a part of the world still not entirely recovered from post-War economic depression. Roadside stands sold plaster garden statues, especially gnomes, and other wares were also for sale, judging by the surreptitious lifting of skirts to reveal totally bare flesh, from women sheltering under their umbrellas. I wondered where they would take their truck driver customers in a place where there seemed to be only road and forest.\n\nAnthea's navigation skills took us promptly to the clean and pleasant Tumski Hotel on the Sand Island near the oldest part of Wroclaw. I was immensely moved when I found that my room overlooked a canal of the Oder. This was a place of which mother had often spoken. Maria on the Sand ( die Sandkirche ) is still there, one of the large old Gothic red-brick churches that escaped bombing.\n\nThat Saturday afternoon, too late for lunch, we sampled Polish beer and vodka. We explored the famous Rynek, the central seventeenth-century market square with its famed Gothic town hall where American soldiers had stolen the gold from the astrological clock. The bombed-out buildings had been restored, but they were too garishly painted to revive a sense of their history. The adjoining salt square now mostly sells flowers.\n\nWe wondered at how few smiling faces there were, and were puzzled by how little German or English anyone spoke. Why was there so little tourism? Only a pair of elegant teenagers had fluent German. We turned down their offers of pornographic pictures and sexual experiences.\n\nWe covered enough of the area to get a strong impression of a oncelively city devastated by War and hastily repaired. These were convenient reconstructions, done without an eye to matching styles.\n\nI was especially anxious to find out where Neumarkt Platz had been. That  evening at the hotel, I kept going to the window and trying to imagine my mother as a young woman taking an evening stroll with a companion along the banks of the Oder. But this was autumn. Thick mists hung above the water. Few people were out walking.\n\nOn Sunday we set out seriously to find the location of the old square. We walked through once-stately streets, past the Metropole Hotel from where Hitler had addressed the crowds, to the Ethnographic Museum. This proved disappointing. The contents of two rooms were a mere", + "processing_time": 0.23531562503194436, + "client_elapsed": 0.23635220795404166 + }, + { + "status": "success", + "filename": "01030000000025.pdf", + "markdown": "gesture in honour of local culture. Few of the artefacts were authentically part of this area. It told us nothing of any interest or with any authority. We wondered whose culture we were looking at.\n\nAt the central railway station, we tried to question officials, in German and English, about the location of Steinkirche. But only Polish was spoken at the information office and other counters. Nor could we locate the correct train line on the information screens.\n\nOn our walk back to the centre of town, past the dilapidated theatre where my mother had attended performances, John spotted another bookshop. Surprisingly it was trading busily on a Polish Catholic Sunday. It sold old maps and books. We found old pictures of Breslau labelled in Polish and English. We found descriptions in both Polish and English of Neumarkt Platz (Novi Targ). Various maps showed clear plans of its location. They also showed the Neptune fountain I had been seeking. For centuries it had a conspicuous place in town maps as a well drawing water from the Oder, whose tributaries flowed together and separated the town into different quarters, spanned by a multitude of bridges.\n\nI was thrilled. Before this find, my family had begun to question whether the fountain had actually existed. 'You and your fountain!' they cried. But I always knew it was there, in my memory and beyond.\n\nWhen we walked to Novi Targ, we found the old houses by the square had been destroyed totally by the War. So, to my disappointment, had the Neptune fountain . In Microcosm , his history of Wroclaw, Norman Davies tells how, after the War, the rubble of Breslau had been removed in trainloads to rebuild Warsaw in its original style. Some fine Breslau buildings left standing by War were even knocked down for their old bricks.\n\nI viewed this horrible information as being akin to the punishment Dante dished out to sinners in his Purgatory. Atonement was to be made only by suffering punishment that fitted the spirit of a crime.\n\nWe then looked for the air-raid shelters in which my grandmother and aunt Else had sheltered from the fire-bombs that rained down on the city in early 1945.", + "processing_time": 0.21926791599253193, + "client_elapsed": 0.22039116703672335 + }, + { + "status": "success", + "filename": "01030000000026.pdf", + "markdown": "Else had told us how phosphorenscence burning on human skin could not be put out, and how a seventeen-year-old soldier, weak from starvation, had been fed at a stranger mother's breast in the bunker before he returned to fight Russian soldiers in the final Breslau street battles. She had told us how a fat man had wedged himself into the shelter's entrance, and had been mown down by the hysterical mob. She had told us how she herself had carried her sick mother across a burning rooftop.\n\nBeneath the reconstructed Novi Targ square, John identified shelters in two places, downstairs bolted against public entry. Plain and ugly highrise public housing of cheap materials now stood around the bare square, where once interesting seventeenth-century merchant houses had stood amid a lively marketplace. People had lived in apartments even before the Communist-style transformations. Before their destruction, the old buildings of Breslau were of stately proportions, made of good material by experienced artisans who valued their talents and who took pride in a town with depth to its history.\n\nNovi Targ now looks much sadder and more neglected than my glossy photos show. Breslau's lively markets that were once a feature of the city, as shown in my photographs of 1905, were relocated by the council in the second half of the twentieth century to a large new market hall. This was allegedly because of the congestion caused in the city's central squares by traders with their cars, animals and stalls.\n\nI was nevertheless deeply moved. This ugly restoration was on ground where my grandmother and her children had walked so many times. Grandmother Emma and my beloved aunt Else had lived there for fifteen years before 1945. My mother had corresponded with them from far away.\n\nHad we stayed longer, we would have enjoyed other moments of pleasure in a city that remains drab, and in which not even the theatre has been restored. The original buildings, and what they stood for, were German. The culture of Silesia before 1945 has not yet been generally acknowledged. It is also part of Polish history. I am sure this will change.", + "processing_time": 0.20857441698899493, + "client_elapsed": 0.20946091698715463 + }, + { + "status": "success", + "filename": "01030000000027.pdf", + "markdown": "\n\nFigure 7. Estimated cumulative damage for impeller blades.\n\nFigure 8. Estimated residual life of impeller blades by the criterion of cracking.\n\n\n\nFigure 9. Estimated residual life of impeller blades at the stage of crack development.\n\n", + "processing_time": 0.906738999998197, + "client_elapsed": 0.9081235830090009 + }, + { + "status": "success", + "filename": "01030000000028.pdf", + "markdown": "between this and the fact that the development of the underlying wave function for the whole universe is unique.\n\nSummarizing:\n\nDefinition 1. A universe U is a chain of states (one state Ut for each moment of time t ), with the property that the transition between adjacent states is always possible.\n\nDefinition 2. A multiverse M is the set of all possible universes U in the sense of Definition 1 together with a probability measure on this set.\n\nIt may of course be said that quantum mechanics should allow for transitions between all kinds of states, although the probability for most such transitions may be extremely small. In this extremely simplified treatment, I will assume that for a given state at a given moment of time t , the dynamical laws will only permit transitions to a very limited number of states at the previous and next moments, which will make the probabilistic part of the investigation particularly simple. However, modifications are called for near the endpoints (the Big Bang and the Big Crunch); see Section 5.\n\nAs it stands, the model presented so far is too simple to generate any results. In fact, there are no observable differences at all between the states, which mean that there are no measurable variables which could be related to the (so far nonspecified) dynamics.\n\nThere are of course many different variables which we can choose to enrich this structure, and which ones to choose must depend on what properties we want to explain. For explaining the second law of thermodynamics, the obvious choice is the entropy.\n\n## 4. Entropy\n\nAccording to Boltzmann, the total entropy of a certain macro-state at a certain time is given by\n\n\n\n\n\nwhere Ω denotes the number of corresponding micro-states and kB is Boltzmann ' s constant.\n\nThis formula was from the beginning derived for simple cases, like an ideal gas. Nevertheless, it does represent a kind of universal truth in statistical mechanics: the number of possible micro-states corresponding to a given macro-state grows exponentially with the entropy. Although there are many complications when one tries to consider the entropy of the universe as a whole, I will still take it as the starting point for the discussion that the entropy (at a given time t ) is an exponential function of the total entropy as in (3). A more difficult question is if and how the constant W may vary with time, but for the purpose of the present paper, I will simply let it be constant.\n\nOne may of course argue that this can only be true when the universe is still quite ordered and the entropy is very far from reaching its maximum. But this is certainly what the situation is like in our universe today, and according to the computations in [10, 11], it would take an almost incredibly long time to reach such a state of maximal entropy. Thus, it will in the following be taken for granted that this time is much longer than the life-span of our universe.\n\nor inversely", + "processing_time": 0.31998991704313084, + "client_elapsed": 0.32165033399360254 + }, + { + "status": "success", + "filename": "01030000000029.pdf", + "markdown": "## 5. The dynamics\n\nThe next step is to construct a model for the dynamics. The idea, which essentially goes back to Boltzmann (see [12]), is that any given macro-state at any given time is extremely likely to develop into a state with higher entropy at the next moment of time, simply because there are so many more states with higher entropy than with lower entropy (compare with (3)). The problem with this in the present situation, however, is that this way of thinking in fact presupposes a preferred direction of time. Otherwise, given that the dynamical laws are time symmetric, why can we not similarly argue that the entropy should also grow when we go backward in time? (compare [9]).\n\nThere have been many attempts to avoid this problem by looking for defects in the symmetries. But my conclusion here is that we must actually accept Boltzmann ' s argument in both directions of time and hence we are led to the following:\n\nPrinciple 1 . At every moment of time t and for every state with entropy S , there are very many ' accessible states ' with higher entropy, both at the previous moment of time t /C0 1 and at the next one t þ 1. On the other hand, the chance for finding such accessible states with lower entropy, both at times t /C0 1 and t þ 1, is extremely small.\n\nThis principle also implies a shift of perspective in the search for time ' s arrow. Rather than trying to find the reason for the asymmetry, we must concentrate on understanding why we cannot observe the symmetric structure of the multiverse as a whole.\n\nAs still one more simplification, let us assume that the entropy can only change by /C6 1 during each unit of time. This assumption, however, has to be modified near the endpoints (BB and BC) for the following reason: it is a very important aspect of this approach to assume that physics during the first and last moments is very different from the rest of the time, since at these moments quantum phenomena can be expected to become global. To model this in a simple way, we can split the life-span of our multiverse up into three parts:\n\n\n\nHere the first and last parts may be called ' the extreme phases, ' which are characterized by the property that transition between very different states can be possible. During the ' normal phase ' in between on the other hand, physics is supposed to behave more or less as we are used to.\n\n## 6. Modeling the dynamics\n\nTo construct a miniature multiverse for computational purposes, one can proceed as follows: first of all, in the very small multiverses studied here, the extreme phases will only last for one single unit of time. Also, for ease of notation, let us put T 1 ¼ m , so that the moments of time can in this context be denoted as\n\n\n\nThe dynamics is specified by randomly choosing for each state at time t with entropy S , K edges to states at time t þ 1 with entropy S þ 1, and similarly K edges to states at time t /C0 1 with entropy S þ 1 (with obvious modifications at the endpoints). In this section, again to make everything as simple as possible, K will be set equal to 2. These random choices are in practice carried out by the random number", + "processing_time": 0.3717265839804895, + "client_elapsed": 0.3732315420056693 + }, + { + "status": "success", + "filename": "01030000000030.pdf", + "markdown": "As for the normal phase, the choice will, to start with, be the simplest possible one: each path is either possible or not, corresponding to the probability weights 1 and 0. During the extreme phases, this assumption is no longer reasonable. Again the model will be extremely simplified, but still it is based on physical intuition and, most importantly, completely time symmetric. Assume that the only types of edges having a non-neglectable chance of occurring during the extreme phase /C0 m /C0 1, /C0 m ½ /C138 are of the following two kinds: The first scenario is that the universe passes through the extreme phase into a state of zero entropy. The other scenario is that it passes into a state with high entropy (equal to 2 m ). Universes of one of these two types will be given the (un-normalized) probability 1 or p , respectively. Here p > 0 should be thought of as a very small number, at least when the size of the model becomes large. During the other extreme phase m , m þ 1 ½ /C138 , near the Big Crunch, we make the completely symmetric assumption.\n\nRemark 3. These assumptions may perhaps seem somewhat arbitrary. And to a certain extent, this may be so. However, they do represent the following viewpoint of what may happen at the full cosmological scale: we may think of the Big Bang and the Big Crunch as states of complete order with zero volume and entropy. Such states can very well be metastable, very much like an oversaturated gas at a temperature below the point of condensation. If no disturbance takes place, such metastable states can very well continue to exist for a substantial period of time. In particular, a low-entropy state can have a very good chance of surviving the intense but extremely short extreme phase. On the other hand, if a sufficiently large disturbance occurs, then the metastable state may almost immediately decay into a very disordered state of high entropy.\n\nIt is not my intension to further argue in favor of this viewpoint here. The main thing in this chapter is to show that completely symmetric boundary conditions at the endpoints may give rise to a broken time symmetry.\n\nThe multiverse now splits up into four different kinds of paths:\n\n- LL: The entropy is low (=0) at both ends ( /C0 m and m ).\n- LH: The entropy is 0 at /C0 m and 2 m at m .\n- HL: The entropy is 2 m at /C0 m and 0 at m .\n- HH: The entropy is high ( ¼ 2 m ) at both ends ( /C0 m and m ).\n\nIf we now denote by NLL , NLH , NHL and NHH the number of paths of the indicated kinds, then with the above assumptions we also get the corresponding probability weights for the corresponding types as\n\n\n\nWe can now consider the following two types of broken time symmetry: Definition 4. A multiverse is said to exhibit a weak broken time symmetry if\n\n\n\nDefinition 5. A multiverse is said to exhibit a strong broken time symmetry if\n\n\n\nBoth these definitions should of course be made more precise when applied to specific models for the multiverse, e.g., by showing that the corresponding limits", + "processing_time": 0.3511438330169767, + "client_elapsed": 0.35289666696917266 + }, + { + "status": "success", + "filename": "01030000000031.pdf", + "markdown": "\n\nequal zero when certain parameters tend to infinity in some well-defined way. However, it is worthwhile at this stage to note their implications for cosmology.\n\nThe strong broken symmetry in Definition 5 actually means that a monotonic behavior of the entropy is far more probable than a non-monotonic one. In the case of a weak broken symmetry, this is not necessarily so; it could very well be that the most probable scenario would be high entropy at both ends. Thus, this is definitely a weaker statement, but it can nevertheless be argued that it can be used to explain the time asymmetry that we observe, referring to a kind of anthropic principle: it is an obvious observational fact that we live in a universe with low entropy at at least one end. If the statement in Definition 4 is fulfilled, then clearly among such scenarios, the monotonic ones (LH and HL) are the by far most probable ones. Thus, since universes with high entropy at both ends would seem to be quite uninhabitable, one can argue that given the existence of an observer, then with almost certainty he must live in a universe with monotonic entropy.\n\nSumming up, both limits above can be used to argue in favor of time asymmetry. Nevertheless, at least to the mind of the author, the strong broken symmetry is the preferable one. This alternative will be further studied in Section 9.\n\n## 8. Numerical computations in the combinatorial multiverse\n\nWith the setup in Sections 6 and 7, we can now use Mathematica or MATLAB to generate instances of the combinatorial multiverse for small values of m and W and then compute the corresponding probability weights PLL , PLH , PHL and PHH . It is important to note that the matrices here can be treated as sparse, rather than as full matrices, which make the computations considerably faster.\n\nIn particular, in the case m ¼ 2 in Section 6 and with a randomly generated dynamics which is manifested by an adjacency matrix A , we can compute the power A 4 and read of the first row, which contains all the information we need about the paths from the state at t ¼ /C0 2 with S ¼ 0. So what do we find?\n\nIn Figure 3 , I have plotted the ratio NLL = NLH þ NHL ð Þ for the cases m ¼ 2 (light gray) and m ¼ 3 (dark gray) for values of W ranging from 3 to 30. What is actually displayed are the mean values of 1000 randomly generated matrices as above for each value of W . Although the picture clearly supports the claim that\n\nFigure 3. The ratio NLL = NLH þ NHL ð Þ as a function of W for the cases m ¼ 2 (light gray) and m ¼ 3 (dark gray) [4].\n\n", + "processing_time": 0.49935541703598574, + "client_elapsed": 0.5008722500060685 + }, + { + "status": "success", + "filename": "01030000000032.pdf", + "markdown": "## Prologue\n\n## Programming and Understanding\n\nOne way to become aware of the precision required to unambiguously communicate a mathematical idea is to program it for a computer. Rather than using canned programs purely as an aid to visualization or numerical computation, we use computer programming in a functional style to encourage clear thinking. Programming forces us to be precise and unambiguous, without forcing us to be excessively rigorous. The computer does not tolerate vague descriptions or incomplete constructions. Thus the act of programming makes us keenly aware of our errors of reasoning or unsupported conclusions. 1\n\nAlthough this book is about differential geometry, we can show how thinking about programming can help in understanding in a more elementary context. The traditional use of Leibniz's notation and Newton's notation is convenient in simple situations, but in more complicated situations it can be a serious handicap to clear reasoning.\n\nA mechanical system is described by a Lagrangian function of the system state (time, coordinates, and velocities). A motion of the system is described by a path that gives the coordinates for each moment of time. A path is allowed if and only if it satisfies the Lagrange equations. Traditionally, the Lagrange equations are written\n\n\n\nWhat could this expression possibly mean?\n\nLet's try to write a program that implements Lagrange equations. What are Lagrange equations for? Our program must take a proposed path and give a result that allows us to decide if the path is allowed. This is already a problem; the equation shown above does not have a slot for a path to be tested.\n\n1 The idea of using computer programming to develop skills of clear thinking was originally advocated by Seymour Papert. An extensive discussion of this idea, applied to the education of young children, can be found in Papert [13].", + "processing_time": 0.21413649996975437, + "client_elapsed": 0.2153752910089679 + }, + { + "status": "success", + "filename": "01030000000033.pdf", + "markdown": "## Functional Abstraction\n\nBut this corrected use of Leibniz notation is ugly. We had to introduce extraneous symbols ( q and ˙ q ) in order to indicate the argument position specifying the partial derivative. Nothing would change here if we replaced q and ˙ q by a and b . 3 We can simplify the notation by admitting that the partial derivatives of the Lagrangian are themselves new functions, and by specifying the particular partial derivative by the position of the argument that is varied\n\n\n\nwhere ∂ i L is the function which is the partial derivative of the function L with respect to the i th argument. 4\n\nTwo different notions of derivative appear in this expression. The functions ∂ 2 L and ∂ 1 L , constructed from the Lagrangian L , have the same arguments as L . The derivative d/dt is an expression derivative. It applies to an expression that involves the variable t and it gives the rate of change of the value of the expression as the value of the variable t is varied.\n\nThese are both useful interpretations of the idea of a derivative. But functions give us more power. There are many equivalent ways to write expressions that compute the same value. For example 1 / (1 /r 1 + 1 /r 2 ) = ( r 1 r 2 ) / ( r 1 + r 2 ). These expressions compute the same function of the two variables r 1 and r 2 . The first expression fails if r 1 = 0 but the second one gives the right value of the function. If we abstract the function, say as Π( r 1 , r 2 ), we can ignore the details of how it is computed. The ideas become clearer because they do not depend on the detailed shape of the expressions.\n\n3 That the symbols q and ˙ q can be replaced by other arbitrarily chosen nonconflicting symbols without changing the meaning of the expression tells us that the partial derivative symbol is a logical quantifier, like forall and exists ( ∀ and ∃ ).\n\n4 The argument positions of the Lagrangian are indicated by indices starting with zero for the time argument.", + "processing_time": 0.4675888330093585, + "client_elapsed": 0.4690404160064645 + }, + { + "status": "success", + "filename": "01030000000034.pdf", + "markdown": "So let's get rid of the expression derivative d/dt and replace it with an appropriate functional derivative. If f is a function then we will write Df as the new function that is the derivative of f : 5\n\n\n\nTo do this for the Lagrange equation we need to construct a function to take the derivative of.\n\nGiven a configuration-space path w , there is a standard way to make the state-space path. We can abstract this method as a mathematical function Γ:\n\n\n\nUsing Γ we can write:\n\n\n\nIf we now define composition of functions ( f ◦ g )( x ) = f ( g ( x )), we can express the Lagrange equations entirely in terms of functions:\n\n\n\nThe functions ∂ 1 L and ∂ 2 L are partial derivatives of the function L . Composition with Γ[ w ] evaluates these partials with coordinates and velocites appropriate for the path w , making functions of time. Applying D takes the time derivative. The Lagrange equation states that the difference of the resulting functions of time must be zero. This statement of the Lagrange equation is complete, unambiguous, and functional. It is not encumbered with the particular choices made in expressing the Lagrangian. For example, it doesn't matter if the time is named t or τ , and it has an explicit place for the path to be tested.\n\nThis expression is equivalent to a computer program: 6\n\n5 An explanation of functional derivatives is in Appendix B, page 202.\n\n6 The programs in this book are written in Scheme, a dialect of Lisp. The details of the language are not germane to the points being made. What is important is that it is mechanically interpretable, and thus unambiguous. In this book we require that the mathematical expressions be explicit enough", + "processing_time": 0.3646048749797046, + "client_elapsed": 0.3662164169945754 + }, + { + "status": "success", + "filename": "01030000000035.pdf", + "markdown": "## 4 Basis Fields\n\nA vector field may be written as a linear combination of basis vector fields. If n is the dimension, then any set of n linearly independent vector fields may be used as a basis. The coordinate basis X is an example of a basis. 1 We will see later that not every basis is a coordinate basis: in order to be a coordinate basis, there must be a coordinate system such that each basis element is the directional derivative operator in a corresponding coordinate direction.\n\nLet e be a tuple of basis vector fields, such as the coordinate basis X . The general vector field v applied to an arbitrary manifold function f can be expressed as a linear combination\n\n\n\nwhere b is a tuple-valued coefficient function on the manifold. When expressed in a coordinate basis, the coefficients that specify the direction of the vector are naturally expressed as functions b i of the coordinates of the manifold point. Here, the coefficient function b is more naturally expressed as a tuple-valued function on the manifold. If b is the coefficient function expressed as a function of coordinates, then b = b ◦ χ is the coefficient function as a function on the manifold.\n\nThe coordinate-basis forms have a simple definition in terms of the coordinate-basis vectors and the coordinates (equation 3.40). With this choice, the dual property, equation (3.41), holds without further fuss. More generally, we can define a basis of one-forms ˜ e that is dual to e in that the property\n\n\n\nis satisfied, analogous to property (3.41). Figure 4.1 illustrates the duality of basis fields.\n\n1 We cannot say if the basis vectors are orthogonal or normalized until we introduce a metric.", + "processing_time": 0.2397986669675447, + "client_elapsed": 0.24115220800740644 + }, + { + "status": "success", + "filename": "01030000000036.pdf", + "markdown": "## 2. General Profile of MSMEs\n\nIn July 2020, the survey established a general profile of the MSMEs interviewed. The respondents updated the interviewers on the status of their business in each subsequent phase. Respondents whose business had permanently closed were only asked the reasons for closing (Section 2.4) and about government assistance programs (Section 7). The demographics of respondents and business characteristics (i.e., the proportions) remained roughly the same across all three survey phases.\n\nBusiness characteristics. Business size was determined by the number of staff at the time of interview. Following Government Decree number 25/ GOV, firms with five or less staff are microenterprises, those with six - 50 staff are small, and those with 51 - 99 staff are medium.\n\nMicro and small enterprises made up most of the respondents. Approximately 58% were microenterprises, 40% were small, and only two\n\nFigure 2.1: Surveyed MSMEs by size across sectors (%)\n\n\n\npercent were medium. The tourism MSME sample included a higher percentage of microenterprises than the other two sectors. All of the tourism and handicraft/ textile MSMEs interviewed were registered, or formal, constituting approximately 71% of the sample. The remainder (agriculture MSMEs) were informal, as they were individual farmers.\n\nThe geographic focus of sampling sought to emulate the concentration of businesses nationwide. Interviewed MSMEs in the tourism and handicraft/ textile sectors were mainly based in Vientiane Capital, Luang Prabang, and Champasack provinces. For the agriculture sector, MSMEs were based in 12 provinces and the capital. Annex 1 provides the locations of respondents who participated in all three phases.\n\nThe tourism sub-sectors interviewed included lodging, restaurants and bars, and tour operators. Most handicraft/textile respondents were involved in production, with the remaining in sales. The main products are silk and cotton products such as bags, clothes, and scarves, bamboo wicker, pottery, carvings, and mulberry paper products. MSMEs interviewed in the agriculture sector focused on the cultivation and trade of cash crops such as vegetables, cassava, banana, sugar cane, tea and coffee, livestock or fish, and rice.\n\nDemographics of respondents. The overall gender ratio of interviewees was slightly skewed towards men (52%). Within the handicraft/textile sector, 80% were women, while the agriculture sector was dominated by male representatives (74%). The tourism sector respondents were 51% men. Most of the interviewees were MSME owners (80%), followed by managers (17%), while the other three percent comprised positions such as accountant, assistant, and deputy manager. More than half (58%) of interviewees were 36 to 55 years old; the youngest respondent was 23 and the eldest was 83.", + "processing_time": 0.46371799998451024, + "client_elapsed": 0.46519695804454386 + }, + { + "status": "success", + "filename": "01030000000037.pdf", + "markdown": "## 3. Impact on Business Operations\n\nThis section investigates the impact of public health measures on business operations. MSMEs were asked about their expectations for recovery and the main effects of COVID-19 on their businesses.\n\n## 3.1. Status of Business Operations\n\nAs shown in Figure 3.1.1, the number of MSMEs 'working as usual' gradually increased over the course of the research period. The impacts of the lockdown from March 30 to May 4, 2020, were starkly felt, with only 30% of the MSMEs 'working as usual, ' while over half (58%) were temporarily completely closed.\n\nIn the agriculture sector, a large majority of MSMEs (93% in July 2020, 98% in October 2020, and 99% in January 2021) were operating normally, though\n\nFigure 3.1.1: Status of operations during each survey phase (%)\n\n\n\nduring the first lockdown period, just over three quarters (77%) were working as usual. In contrast, 63% of firms from the tourism sector and 62% from the handicraft/textile sector were working as usual as of July 2020, rising to 80% of tourism and 82% of handicraft/textile firms as of January 2021 . During the lockdown period, tourism and handicraft/ textile MSMEs were the hardest hit with just 12% and 15% respectively working as usual. As shown in Table 3.1 .1 ., a majority of tourism and handicraft/ textile MSMEs were temporarily closed during the lockdown period. In the handicraft/textile sector, 30% of MSMEs were temporarily closed as of July 2020, reducing to 12% in January 2021. Similarly, in tourism, 27% of businesses were temporarily closed as of July 2020 and that reduced to 18% in January 2021. Figure 3.1.1 and Table 3.1 .1 do not reflect those MSMEs who were permanently closed; this was four in July 2020, 22 in October 2020, and 24 in January 2021. Of these 50 businesses who permanently closed during the research period, 30 were in the tourism sector, 18 in handicraft/textile, and two in agriculture.", + "processing_time": 0.2850177089567296, + "client_elapsed": 0.28655362501740456 + }, + { + "status": "success", + "filename": "01030000000038.pdf", + "markdown": "Figure 6.1.1: Will they fire more staff in the next 2 months - across survey phases (%)\n\n\n\nFigure 6.1.2: Will they fire more staff in the next 2 months - across sectors and survey phases (%)\n\n\n\n## 6.2. Expectations for Re-Hiring Employees\n\nIn July 2020, 81% of the MSMEs that had laid off employees expected to re-hire all of them when the situation improved. This number reduced to 23% in October 2020 and further to just 7% in January 2021. 5 In July 2020, all MSMEs had plans to re-hire at least some of their staff. But in October 2020, 17% said they had no plans to re-hire and another 36% said they didn't know whether they would re-hire or not. In January 2021, 20% said they had no plans to re-hire and another 27% said they did not know. This question was only posed to those who had let staff go since the last survey round, and in October 2020 and January 2021, the base numbers reduced as fewer MSMEs reported letting staff go. In July 2020, 195 MSMEs\n\n5. The question on re-hiring was asked to those who had laid-off employees since the last survey. In the latter two survey rounds, respondents were asked about plans to re-hire staff whom they had let go since the previous interview, whereas in July 2020, they were asked about plans to re-hire staff they had let go since their business was first affected by the pandemic.", + "processing_time": 0.2860355409793556, + "client_elapsed": 0.28783037496032193 + }, + { + "status": "success", + "filename": "01030000000039.pdf", + "markdown": "Figure 9.4.1: Challenges in importing amongst tourism MSMEs who import - all survey phases (%)\n\n\n\nThere were very few tourism MSMEs that exported in each survey round. The base is too small for any conclusive analysis.\n\n## 9.5. Adapting to the New Normal: Changing Business Models\n\nIn all survey phases, several MSMEs in the tourism sector reported changing their business models. In July 2020, 167 tourism MSMEs mentioned that they changed their business model, in October 2020, 223 mentioned the same, and in January 2021, it was 183 MSMEs. Some changed models in more ways than one. The main ways across all phases that MSMEs made changes were:\n\n- Adapting to social distancing;\n\n6. Compared to 38% in July 2020 and 22% in October 2020.\n\n- Devising new ways to reach customers through online markets or social media;\n- Moving into new products and services in high demand during COVID-19;\n- Reducing employee salaries.\n\nCompared to previous survey round results, in January 2021, tourism MSMEs had increasingly shifted towards adapting to social distancing to operate (57%). 6 Starting online marketing remained a popular choice, as nearly a quarter (24%) mentioned it in January 2021, compared to 28% in July 2020 and 31% in October 2020. Reducing employee salaries as an approach reduced considerably in January 2021 at 8% of responses compared to 21% in July 2020 and 24% in October 2020.", + "processing_time": 0.28394187497906387, + "client_elapsed": 0.2855605829972774 + }, + { + "status": "success", + "filename": "01030000000040.pdf", + "markdown": "Thailand, Philippines and Indonesia in particular, identifying known experts at the national, subnational and community level. The survey and interviews with key informants asked key questions to regional experts on violent extremism to ascertain if hostile sentiments espoused are exacerbating insecurities for women.\n\nThe survey was made available in English, Bahasa, Thai and Tagalog. We used the Qualtrics platform to facilitate the ease of dissemination and response from home computers, iPads or mobile phone survey options. Qualtrics, one of the most widely used research platforms, supports the implementation of both large-scale survey and experimental study designs. It is administered online with responses gathered into a central and privacy protected database that only the approved researchers have access to.\n\nThe platform allows for the easy migration of data into various statistical packages, including STATA, the main statistical analysis package that we will use to analyse the data. A limitation of this study is that we were unable to translate the survey in all ASEAN languages, and there is a selection bias in that we are focussing the survey in areas of the region that most experience violent extremism and terrorism. However, through our networks, where possible, we disseminated the survey throughout all ASEAN countries.\n\nIt is important to note the limitations of this six-month study. Although the survey was disseminated among all member states, the majority of expert respondents came from Indonesia, the Philippines and Thailand. While this can be regarded as highly selective rather than representative, it is important to note that Indonesia, the Philippines and Thailand are the countries that continue to face the most pressing threat of ongoing violent extremism and conflict.\n\nThis is with the exception of Myanmar. Given the current political circumstances and challenges posed by COVID-19, on top of the short project time span, it was unfeasible to include Myanmar within the scope of this study. It is also important to note that the data derived from the surveys and interviews were based on the perceptions of experts and key informants, who are involved in peacebuilding, and on P/CVE strategies throughout the region. As a result, it is important to note the subjectivity of responses.\n\nFigure 1: Age by gender of respondents\n\n", + "processing_time": 0.2863292090478353, + "client_elapsed": 0.28799316700315103 + }, + { + "status": "success", + "filename": "01030000000041.pdf", + "markdown": "tweets, videos) inciting violence towards religious minorities, ethnic minorities, the LGBTI community, and women and girls. Forty-four per cent of respondents had 'sometimes' seen extremist social media content inciting violence towards religious minorities, with 31% seeing this content 'very often'.\n\nBoth men and women acknowledged that they had 'sometimes' seen this content on social media (62% and 41%, respectively). Indonesia was the country from which most respondents had viewed this content 'very often' (50%). When collapsing the 'always' and 'very often' categories, 41% of Instagram users had often seen intolerant content, followed by 36% of WhatsApp users and 34% of Facebook users. Among the Twitter users in the sample, 48% had seen intolerant content towards religious minorities.\n\nWhen asked about how often social media content was inciting violence towards ethnic minorities, 46% of respondents had 'sometimes' seen this type of extremist social media content inciting violence towards ethnic minorities whereas only 27% have seen this content rarely or never. Women have seen such content more frequently than men (90%), and Indonesia was the country from which most respondents had seen this content 'very often' (58%). Users of Facebook, WhatsApp and Instagram acknowledged that they had seen this content 'very often' (26%, 31% and 35% respectively).\n\nThirty-nine per cent of respondents acknowledged that they had 'sometimes'' seen social media content inciting violence towards the LGBTI community. Women saw this type of content more frequently than men (84%), and Indonesia was the country from which more respondents saw this content with a higher frequency (53% saw such content 'always' and 'very often'). Participants in the survey observed intolerant content directed towards the LGBTI community. For example, one participant from the Philippines observed that,\n\nThere were instances when women were humiliated in public and on social media after they were labelled as part of the LGBTQ+ community. The comments on posts regarding them were mostly commending their public humiliation (cutting their hair) instead of condemning the act '.\n\nFigure 3: Frequency of viewing extremist social media inciting violence toward women and girls\n\n", + "processing_time": 0.29756549996091053, + "client_elapsed": 0.298887915967498 + }, + { + "status": "success", + "filename": "01030000000042.pdf", + "markdown": "this content 'very often', 71% were from Indonesia and 28.6% were from Thailand. When asked about how often participants had heard of groups expressing the importance of men accompanying women when travelling to conflict zones, more respondents had heard this message with a higher frequency ('always' or 'very often', 37.1%) than those who had rarely or never heard it (34%). Forty-six per cent of respondents from Indonesia heard this message with a higher frequency, followed by the Philippines (38%) and Thailand (15%). When grouping the answer options of 'always', 'very often' and 'sometimes', 66% of respondents said they had heard groups stress the importance of women being accompanied by men when travelling to conflict areas.\n\nFigure 5: Importance of a male guardian accompanying women when travelling to conflict zones\n\n\n\nIn the second part of the survey, using a five-point Likert scale from 'strongly agree' to 'strongly disagree', participants were presented with a series of statements regarding how worried they were about intolerant content being espoused in the offline space by violent ex- tremist groups. Most respondents (77%) agreed (combining both 'strongly agree' and 'agree') that they were worried about intolerance in their communities, particularly respondents from Indonesia and the Philippines. Almost all respondents in the sample (93%) agreed that they were worried about violent extremism in their countries. This appeared to be a general concern among both men and women as 85% of men and 95% of women agreed that they were concerned.\n\nSignificantly, 89% of respondents agreed that religious extremism would impede women's rights. Half of the participants in Indonesia agreed they were concerned that religious extremism would hamper women's rights, 27% in Philippines and 16% in Thailand. Both men (84.6%) and women (89.2%) expressed their concerns on this issue. Furthermore, 91% of respondents agreed that religious extremism prioritizes men's rights over women's rights - 93.1% of women strongly agreed with the statement compared to 6.90% of men.\n\nFor example, one interviewee from Indonesia observed that the teachings of extremism have entered schools, such as high schools, and have also begun to penetrate student organizations. She observed that the teachings 'spread from the Middle East, bringing misogynistic teachings towards women as part of their subjugation strategy'. She acknowledged that it was part of the organizational strategy where women appeared to look empowered:\n\n'However, this is just manipulation; behind it is the practice of misogyny, women's consciousness, their bodies and minds are controlled, even though", + "processing_time": 0.297621582983993, + "client_elapsed": 0.29901704197982326 + }, + { + "status": "success", + "filename": "01030000000043.pdf", + "markdown": "Figure 7: Respondents' reaction to the statement 'I am worried that misogynistic and hostile beliefs espoused by extremist groups result in violence towards women.'\n\n\n\nDuring the COVID-19 pandemic, 70% of respondents agreed that online radicalization and the proliferation of extremist propaganda had increased. Altogether, 76.9% and 92.9% of women agreed with the statement.\n\nOne interviewee from Indonesia noted that:\n\n'COVID has managed to restrict direct meetings to disseminate propaganda, misinformation and disinformation through most government's large-scale restrictions to prevent the virus' spread. However, the tendency to utilize online spaces to disseminate these has increased since the use of online activities is mandatory in various sectors, such as working and education. Most people certainly use online platforms to disseminate false information regarding the outbreak, as well as radical ideas targeted at people, including recruiting them as a part of groups.'\n\nFigure 8: Respondents' view to the statement, 'Online radicalization and the proliferation of extremist propaganda has increased during COVID-1'.\n\n\n\nAnother interviewee from Indonesia observed that:\n\n'(Based on my experience), during 2020-2021 one of the interesting things has been the impact of misinformation and disinformation related to COVID, affecting people's views and attitudes in responding to, preventing and handling of (the virus). At the beginning of the Indonesian government's policy on limiting religious activities in places of worship, this issue caused a strong, adverse reaction among extremist groups, giving rise to a narrative that the", + "processing_time": 0.3009817499550991, + "client_elapsed": 0.3024885829654522 + }, + { + "status": "success", + "filename": "01030000000044.pdf", + "markdown": "## Table of Contents\n\n| Executive Summary | 4 |\n|------------------------------------------------------------------|-----|\n| Legal Framework | 6 |\n| Election Administration | 11 |\n| Civil Society Engagement | 15 |\n| Political Parties, Candidates Registration and Election Campaign | 18 |\n| Media Freedom and Access to Information | 25 |\n| Voter Education and Awareness | 29 |\n| Participation of Marginalized Sectors | 31 |\n| Recommendations | 39 |", + "processing_time": 0.4754056250094436, + "client_elapsed": 0.4765894999727607 + }, + { + "status": "success", + "filename": "01030000000045.pdf", + "markdown": "election integrity. The registration of local election observers runs until 25 May, and the NEC is still reviewing the application of nearly 5,000 observers.\n\nTable: The number of accredited observers as of 28 April 2022 15\n\n| No. | Name of organization | Number of accredited observers |\n|-------|---------------------------------------------------|----------------------------------|\n| 1 | Union of Youth Federations of Cambodia (UYFC) | 17,266 |\n| 2 | Cambodian Women for Peace and Development | 9,835 |\n| 3 | Association of Democratic Students of Cambodia | 711 |\n| 4 | Association of Intellectual and Youth Volunteer | 46 |\n| 5 | Our Friends Association | 27 |\n| 6 | COMFREL | 26 |\n| 7 | Traditional and Modern Mental Health Organization | 15 |\n| | Total | 27,926 |", + "processing_time": 0.5837780840229243, + "client_elapsed": 0.5851677499595098 + }, + { + "status": "success", + "filename": "01030000000046.pdf", + "markdown": "Table: Provisional Results of Registration of Candidates on 8 March 2022 21 and Official Results of Registration of Candidates on 29 April 2022 22\n\n| No. | Political party | Provisional registration result on 7 March | Provisional registration result on 7 March | Official registration result on 29 April | Official registration result on 29 April | Difference in the number of candidates |\n|-------|-------------------------------|----------------------------------------------|----------------------------------------------|--------------------------------------------|--------------------------------------------|------------------------------------------|\n| | | Number of commune/ sangkat | Number of candidates | Number of commune/ sangkat | Number of candidates | |\n| 1 | Cambodian People's Party | 1,652 | 28,008 | 1,652 | 28,008 | 0 |\n| 2 | Candlelight Party | 1,649 | 23,679 | 1,623 | 23,939 | +260 |\n| 3 | Funcinpec Party | 715 | 9,407 | 680 | 9,952 | +545 |\n| 4 | Khmer National United Party | 650 | 8,340 | 596 | 8,815 | +475 |\n| 5 | Cambodian National Love Party | 388 | 4,634 | 315 | 5,050 | +416 |\n| 6 | Cambodian National's Party | 310 | 3,980 | 245 | 3,956 | -24 |\n| 7 | Cambodian Youth Party | 116 | 1,824 | 114 | 1,824 | 0 |\n| 8 | Khmer Will Party | 67 | 1,000 | 58 | 1,050 | +50 |\n| 9 | Cambodian Reform Party | 58 | 823 | 59 | 978 | +155 |\n| 10 | Kampucheaniyum Party | 39 | 642 | 38 | 658 | +16 |", + "processing_time": 1.035562957986258, + "client_elapsed": 1.0372782500344329 + }, + { + "status": "success", + "filename": "01030000000047.pdf", + "markdown": "## ANFREL Pre-Election Assessment Mission Report\n\n| No. | Political party | Provisional registration result on 7 March | Provisional registration result on 7 March | Official registration result on 29 April | Official registration result on 29 April | Difference in the number of candidates |\n|-------|-----------------------------------------------|----------------------------------------------|----------------------------------------------|--------------------------------------------|--------------------------------------------|------------------------------------------|\n| | | Number of commune/ sangkat | Number of candidates | Number of commune/ sangkat | Number of candidates | |\n| 11 | Khmer United Party | 35 | 498 | 30 | 457 | -41 |\n| 12 | Grassroots Democracy Party | 32 | 435 | 32 | 481 | +46 |\n| 13 | Beehive Social Democratic Party | 25 | 425 | 23 | 392 | -33 |\n| 14 | Cambodian Indigeneous Peoples Democracy Party | 19 | 194 | 19 | 202 | +8 |\n| 15 | Ekpheap Cheat Khmer Party | 15 | 175 | 14 | 178 | +3 |\n| 16 | Reaksmey Khemara Party | 7 | 79 | 6 | 88 | +9 |\n| 17 | Khmer Economic Development Party | 4 | 65 | 4 | 64 | -1 |\n| | Total | | 84,208 | | 86,092 | +1,884 |", + "processing_time": 0.8928350829519331, + "client_elapsed": 0.8943086250219494 + }, + { + "status": "success", + "filename": "01030000000048.pdf", + "markdown": "## Filipino Women in Electoral Politics\n\nThe nature and extent of Filipino women's political participation is a product of the country's colonial history, martial law, and democratization post-1986. Historians argue that Spain's strong Catholic traditions ushered in patriarchal norms and practices that were not present in the pre-Hispanic period. National hero, Jose Rizal, has documented this in his 'Letter to the Women of Malolos,' praising the women for advocating their right to education. Historians also found proof of women's contribution to the Philippine revolution (Camagay 1998). Decades later, the suffragist movement ushered in one of the first national issues to have brought Filipino women together. It was a hardfought battle; the movement had to contend with staunch opposition from antisuffragists in the Constitutional Convention that drafted the 1935 Constitution. The reluctance was expected because only 21-yearold Filipino men had been allowed to vote during the time. They framed their opposition based on traditional notions of womanhood and their role in the private sphere, foremost of which is motherhood. Another key argument against female suffrage was the idea that politics is supposed to be 'dirty' and that this would taint families if women took part in politics. The assumptions catered to the age-old public-private divide, strongly suggesting that only men are qualified to occupy the former.\n\nEventually, the 1935 Constitution granted women suffrage on the condition that more than 300,000 women would vote affirmatively in a plebiscite. When signing the law paving the way for the said plebiscite, President Manuel Quezon had this to say to Filipino men: 'Are you going to deprive our women of the opportunity to say how their lives are going to be regulated and is it fair for us to presume that men can always speak in this country for women?' (Official Gazette 1936). In April 1937, more than 400,000 women voted in favor of their right to vote and participate in political life. In 1946 and 1947, Filipinos elected the first woman member of the House of Representatives, and senator, respectively. Nonetheless, data from 1946 to 1992 indicate an uphill climb. For instance, in the 1949 and 1953 elections for the House of Representatives, only one woman was elected out of the 100 positions.", + "processing_time": 0.22165629197843373, + "client_elapsed": 0.22248474997468293 + }, + { + "status": "success", + "filename": "01030000000049.pdf", + "markdown": "The post-World War II period saw women participating in formal politics and even attempting to form a political party and an alliance supporting President Ramon Magsaysay's candidacy for the presidency (He served as president from 1953 to 1957), while the advent of the martial law period in 1972 witnessed feminist movements. Roces (2012, 6) attributes this to the burgeoning student movement and activism, so much so that by the time Marcos declared martial law, women were prepared to take on the resistance. Though inspired by North America's second-wave feminists, Filipino women were also drawn to the era's discourses and contexts, such as the Vietnam War and the civil rights movement.\n\nThe women's movement continued to flourish in the Cory Aquino regime (1986-1992). The democratic transition provided political opportunity structures and venues ensuring women's access to the state and nonstate spheres. The drafting of the 1987 Constitution was one such opportunity. The movement managed to advocate for important provisions paving the way for women's rights legislation from the 1980s to the present. The provision in the 1987 Constitution mandates the state to recognize 'the role of women in nation building and shall ensure the fundamental equality before the law of men and women' (Article 2, Section 14). This provision is said to be unique and is not even found in other countries' charters (Masilungan n.d.).\n\nThe post-Marcos period advanced the participation of women not only in civil society and nongovernment organizations but also in formal politics and bureaucracy. Several women from the movement joined formal politics, while others were invited by the Aquino and Ramos governments (1992-1998) to executive posts. The entry of women activists, NGO leaders, and those from the academe ensured that the new democracy would significantly help push measures promoting women's rights and gender equality. The House of Representative (HOR) and Philippine Commission on Women (PCW)'s 'How to Be a Gender-Responsive Legislator' (2021, 52) listed several recent laws responding to women's empowerment and gender equality.\n\n- Republic Act No. 11313: Safe Spaces Act (April 17, 2019)\n- Republic Act No. 11210: 105-Day Expanded Maternity Leave Law (March 11, 2019)", + "processing_time": 0.21324720804113895, + "client_elapsed": 0.21420354204019532 + }, + { + "status": "success", + "filename": "01030000000050.pdf", + "markdown": "- Republic Act No. 9501: Magna Carta for Micro, Small, and Medium Enterprises (May 23, 2008)\n- Republic Act No. 9262: Anti-Violence Against Women and their Children Act of 2004 (March 8, 2004)\n- Republic Act No. 9208 (May 26, 2003), as amended by Republic Act No. 10364 (February 6, 2013): Anti-Trafficking in Persons Act of 2003\n- Republic Act No. 9178: Barangay Micro Business Enterprises Act of 2002 (November 13, 2002)\n- Republic Act No. 8972: Solo Parent's Welfare Act (November 7, 2000)\n- Republic Act No. 8505: Rape Victim Assistance and Protection Act (February 13, 1998)\n- Republic Act No. 8504: Philippine AIDS Prevention and Control Act of 1998 (February 13, 1998)\n- Republic Act No. 8353: Anti-Rape Law of 1997 (September 30, 1997)\n- Republic Act No. 7877: Anti-Sexual Harassment Act of 1995 (February 14, 1995)\n\nDuring the first Aquino administration (1986-1992), three women sectoral representatives were appointed in Congress. Yet feminist activists such as Teresita Quintos-Deles and Jurgette Honculada's appointments were blocked by the House Committee on Appointments (Abao and Yang 2001, 19).\n\nWhile reliable electoral data during the Marcos regime is unavailable, it is safe to argue that the repressive regime hampered the participation of women in formal politics given the widespread militarization and electoral fraud characterizing the dictatorship. And even with the legal framework guaranteed by the transition, women found it difficult to enter formal politics, despite women's consistently high voter turnout during elections (Table 1).", + "processing_time": 0.22390037501463667, + "client_elapsed": 0.22509775002254173 + }, + { + "status": "success", + "filename": "01030000000051.pdf", + "markdown": "Table 1: Percentage of Government Positions Held by Women During the Presidencies of Corazon Aquino and Fidel Ramos\n\n| Government Position | No. of Seats | Aquino Administration (1986-1992) | Ramos Administration (1992-1998) |\n|---------------------------|----------------|-------------------------------------|------------------------------------|\n| Senate | 24 | 8.3 | 16.7 |\n| House of Representatives | 202 | 9.4 | 10.4 |\n| Cabinet | 20 | 15 | 5.0 |\n| Governor | 73 | 5.4 | 5.4 |\n| Provincial Board Member | 626 | 9.9 | 10.9 |\n| City/Municipal Mayor | 1,578 | 7.4 | 11.2 |\n| City/Municipal Vice Mayor | 1,578 | 6.5 | 14.9 |\n| City Municipal Councilor | 12,406 | 10.5 | N/A |\n\nSource: Tancangco 1991 as cited in Valte (1992).\n\n## Current Situation: 2001-2019\n\nFilipino women are still very much a minority in the formal political sphere. It can also be observed that in executive positions such as the cabinet, few women are appointed, especially during President Fidel Ramos's time, compared to Cory Aquino's administration (Table 1). As mentioned above, the Philippines has made significant strides in legislating for women's rights. However, 35 years after redemocratization and 84 years after the grant of suffrage, participation of women in politics is still a work in progress, as in most countries.\n\nIn 2019, the overall percentage of women in all elective posts in the country was only about 20 percent (PCW 2021), barely reaching the 30 percent international requirement for women's political", + "processing_time": 0.6556080839945935, + "client_elapsed": 0.6568342500249855 + }, + { + "status": "success", + "filename": "01030000000052.pdf", + "markdown": "the way for women to enter the House of Representatives. In 2019, 20 women from party lists have contributed to the increase in female legislators. However, the Party-List Law's implementation has been controversial owing to the entry of political dynasties and traditional politicians. The ideal that it serve as the gateway to political power of disadvantaged groups has been lost due to vague provisions in the law and subsequent Supreme Court decisions. The party list system has also been 'co-opted by the traditional political system or have become the training ground for future influence-peddling traditional politicians' (Tigno 2019). In other words, it has deviated from the idea of proportional representation practiced in other countries. Dynastic families took advantage of the system's flaws and used them to field relatives, including some women, to expand their political power. However, recent interviews with legislators from progressive party lists demonstrate a better understanding of women's issues than some representatives elected from single-member districts (Encinas-Franco 2022, 157).\n\nTable 2. Women-Members of the House of Representatives per Region, 2007-2019\n\n| REGIONS | 2007-2010 | 2010-2013 | 2016-2019 |\n|------------------------------|-------------|-------------|-------------|\n| National Capital Region | 9 | 8 | 5 |\n| Cordillera Autonomous Region | 1 | 2 | 1 |\n| I - Ilocos Region | 1 | 5 | 4 |\n| II - Cagayan Valley | 1 | 3 | 5 |\n| III - Central Luzon | 8 | 9 | 11 |\n| IVA - CALABARZON | 4 | 2 | 11 |\n| IVB-MIMAROPA | 1 | 1 | 1 |\n| V-Bicol Region | 2 | 0 | 4 |\n| VI - Western Visayas | 2 | 3 | 3 |\n| VII - Central Visayas | 2 | 2 | 3 |\n| VIII - Eastern Visayas | 3 | 2 | 3 |", + "processing_time": 0.7726587079814635, + "client_elapsed": 0.7740508749848232 + }, + { + "status": "success", + "filename": "01030000000053.pdf", + "markdown": "| IX - Zamboanga Peninsula | 4 | 2 | 4 |\n|----------------------------|-----|-----|-----|\n| X-Northern Mindanao | 2 | 2 | 2 |\n| XI - Davao Region | 1 | 3 | 5 |\n| XII - SOCCSKSARGEN | 2 | 2 | 1 |\n| XIII - Caraga | 1 | 3 | 3 |\n| ARMM | 1 | 2 | 2 |\n| Party-List | 10 | 15 | 20 |\n| TOTAL (w/ Party- List) | 55 | 66 | 88 |\n| TOTAL (w/o Party- List) | 45 | 51 | 68 |\n\nSource: HOR 2022. Computations made by the authors.\n\nOverall, the abovementioned situation indicates that Filipino women have gradually increased their presence in formal politics. In Asia, the Philippines and Taiwan are the only countries above the global average of 24.5 percent of women in parliament (Liu 2021). However, challenges remain as the increased participation of women comes from dysfunctional features of the country's political system: political dynasties and the Party-List law. Nonetheless, not all women from these groups are necessarily averse to women's issues.\n\n## Barriers to Filipino Women's Participation\n\nPrevious studies have identified political, economic, and cultural factors that impede women's participation in politics. However, context still matters since the perception of women's role in societies and the evolution of political systems differ. The following section examines some of these barriers.\n\nThe Philippine electoral system's 'first-past-the-post' electoral type, coupled with the lack of well-developed political parties, inhibits women's entry into politics. Encinas-Franco (2021) argues that '[w] ithout party discipline and institutionalized rules within parties, one", + "processing_time": 0.6725473340484314, + "client_elapsed": 0.6740781670087017 + }, + { + "status": "success", + "filename": "01030000000054.pdf", + "markdown": "EFB = empty fruit bunch. Source: Murdiyatmo (2021).\n\nHowever, the main obstacle with producing second-generation bioethanol is the cost of enzymes. Murdiyatmo (2021) stated that, at the pilot scale, the cost of enzymes is very high, i.e. Rp18,000 per litre of ethanol produced. Some studies provided the cost of enzymes in the US. NREL (2011), for instance, estimated that the cost of enzymes to produce second-generation bioethanol in the US was equivalent to around $0.34 per gallon or Rp1,529 2 per litre of ethanol produced, i.e. less than one-tenth of the cost of enzymes in Indonesia.\n\nIn the next sub-sections, we analyse biodiesel and bioethanol introduction in Indonesia. In each sub-section, we first discuss the current supply and demand of the biofuels and the related conventional transport fuel. Second, we estimate the conventional transport fuel, i.e. gasoline and diesel fuel demand in road transportation during the period of 2020 -50. Third, we estimate the volume of pure biofuel (fatty acid methyl ester [FAME]/biodiesel and bioethanol) needs in scenarios, and in the amount of feedstock, i.e. CPO in biodiesel and molasses in bioethanol needed to meet the demand required in each scenario.\n\n## 2.1. Diesel and biodiesel use\n\nThe consumption of diesel fuel in Indonesia, used primarily for road freight transport, fluctuated between 2010 and 2019 as it correlated with the economic condition (Table 2.8). Diesel consumption in the industry sector decreased significantly, around 10% per year between 2010 and 2019, resulting from the shift to another energy type. During the same period, with some fluctuations, diesel production increased at 3.6% annual growth rate, while imports were cut by half from nearly 13 billion litres in 2010 to nearly 6.5 billion litres in 2018. The biodiesel blending rate increased from only 1% in 2010 to nearly 20% in 2019, representing a growing level of mandatory biodiesel programmes. Apparently, diesel imports dropped with the increase of the biodiesel (B100) blending rate.\n\n2 Assuming average inflation rate of 2% between 2011 and 2021 and an exchange rate of $1 = Rp14,131.", + "processing_time": 0.2869239160208963, + "client_elapsed": 0.28879166598198935 + }, + { + "status": "success", + "filename": "01030000000055.pdf", + "markdown": "pharmaceutical products (Casson, Muliastra, and Obidzinski, 2014). The development of biofuels from biomass has raised interest in expanding the palm oil plantation area. This is because palm oil is the main raw material for biodiesel in Indonesia.\n\nCPO is the primary product derived from the red fruit of the oil palm, while palm kernel oil, derived from the fruit's nut, is considered a secondary product. Oil palm biomass includes EFBs, palm mesocarps fibres (PMFs), PKS, oil palm fronds, oil palm trunks, as well as palm oil mill effluent (POME). Oil palm fronds account for 70% of the total oil palm biomass produced, while EFB accounts for 10% and oil palm trunks account for only about 5% of the total biomass produced.\n\nAccording to Harahap et al. (2019), Indonesia housed 11 million hectares (Mha) of oil palm plantations and produced 31 million tonnes (Mt) of CPO in 2015. Oil extraction from palm fruits occurs in palm oil mills. One tonne (t) of CPO production results in nearly 5 t of solid biomass waste, including EFBs, PKSs, PMFs, and POME; see Figure 3.3. This implies that, in 2015, Indonesia produced around 155 Mt of palm biomass residue.\n\nFigure 3.3. Biomass Use in Oil Palm Industry\n\n\n\nSource: Harahap et al. (2019).\n\nRegarding the potential for biodiesel, the previous Table 2.10 projected the demand of FAME for both B30 and B40 mandates using the volume of diesel fuel needed for the road transport sector. As shown, the FAME demand will reach 19.1 million kL in 2040 for the B30 mandate and 25.4 million kL for the B40 mandate. The current FAME production capacity is 12.85 million kL, indicating a shortage of supply to meet the 2040 demand for both the B30 and B40 mandates.\n\nIncreasing the capacity for FAME production implies that the demand for domestic CPO will continue to increase. The estimated CPO required to produce FAME in 2040 is also calculated above (Table 2.11). The estimated CPO consumption for B30 and B40 mandate in 2040 will be 17.5 and 23.4 million tonnes, respectively. This was calculated based on", + "processing_time": 0.6711709579685703, + "client_elapsed": 0.6735559169901535 + }, + { + "status": "success", + "filename": "01030000000056.pdf", + "markdown": "scheme helped the biomass power capacity to increase by more than double in 7 years. Under the FIT scheme, biomass fuels for power generation are grouped into six categories.\n\n- General wood: sawmill residues, import wood such as pellets and chips, palm kernel shell (PKS) and palm trunk\n- Liquid biomass: palm oil\n- Unutilised wood: domestic thinned wood\n- Construction wood waste: wood waste salvaged from construction and other wood materials\n- Waste materials and other biomass: pruned branched, paper, food waste, waste cooking oil, and black liquor\n- Biogas: methane derived from sewage sludge, manure, and food waste.\n\nWhile inexpensive biomass sources such as wood waste from construction and waste materials, were the main fuels under the RPS, the domestic unutilised wood and the general wood whose tariff rates are set higher increased specifically (Figure 4.1, 4.2).\n\nFigure 4.1. Approved Capacity under the FIT Scheme\n\n\n\nFIT = feed-in-tariff.\n\nNote: Liquid biomass approved under the FIT scheme between FY2012 and FY2017 is included in general wood and no liquid biomass has been approved since FY2018.\n\nSource: METI (2021a).", + "processing_time": 0.5892202500253916, + "client_elapsed": 0.5914707920164801 + }, + { + "status": "success", + "filename": "01030000000057.pdf", + "markdown": "Figure 4.2. Operating Capacity under the FIT Scheme\n\n\n\nFIT = feed-in-tariff.\n\nSource: METI (2021a).\n\nThe newly approved capacity has stagnated lately because some strict measures reduced the accumulated idle capacity in the revised FIT Act of 2017. For instance, developers are required to have entered into the grid connection agreement with a utility company for an FIT approval and to submit a business plan for assessment of feasibility and sustainability. As a result, the approved biomass power capacity is about 160MW on average in FY2018 and FY2019.\n\nA recent change in the FIT scheme is that new projects of biomass co-firing with coal in the category of unutilised wood, general wood, and construction wood waste are no longer eligible for the FIT scheme from FY2019. 4 The data collected after implementation of the FIT scheme revealed that the generation costs of these biomass co-firing with coal are lower than the estimated costs of conventional biomass power plants in terms of capital expenditures, operation and maintenance, and fuels. Hence, biomass co-firing with coal does not have a rationale to receive support through the FIT scheme since it could make profits without it. For reference, Figure 4.3 illustrates a biomass co-firing ratio of the major power utilities' coal-fired power plants. Nearly half of the coal-fired power plants co-combusted biomass in FY2019 and most of them are less than 1% ratio of biomass.\n\n4 Biomass of waste materials co-firing with coal is not eligible for the FIT scheme from FY2021.", + "processing_time": 0.6524100420065224, + "client_elapsed": 0.6542353329714388 + }, + { + "status": "success", + "filename": "01030000000058.pdf", + "markdown": "## 3. Perspective of supply and demand balance of wood pellets and cost structure in Japan\n\nAccording to a survey taken by the Japan Woody Bioenergy Association in FY2018 (from April 2018 to March 2019) with 55 biomass power generators, more than half of fuel for biomass power generation is domestically produced wood biomass at present in Japan in terms of weight (Figure 4.5).\n\nFigure 4.5. Breakdown of Biomass Power Generation Fuel in Japan\n\n\n\nPKS = palm kernel shell.\n\nNote: The share of fuel calculated in terms of biomass fuel weight ('Wood pellets', 'Construction wood waste', 'Waste materials', 'Others': tonne; others: dry tonne).\n\nSource: Depicted by IEEJ based on Japan Woody Bioenergy Association (JWBA), 2020.\n\nWhen translating the survey result into energy form, it is estimated that, within biomass power generation using wood biomass ('Unutilised wood', 'General wood', and 'Construction wood waste'), around 30% of input fuel is met by import biomass fuel (Figure 4.6).", + "processing_time": 0.5122105000191368, + "client_elapsed": 0.5142165839788504 + }, + { + "status": "success", + "filename": "01030000000059.pdf", + "markdown": "Figure 4.6. Input Biomass Fuel for Each Type of Biomass Power Generation\n\n\n\nPKS = palm kernel shell.\n\nHeat value used: Domestic logs and wood chips: 19.4 MJ/kg; Domestic wood pellets, Import pellets, chips: 15.5 MJ/kg; PKS: 18 MJ/kg; Construction wood waste, Other waste, and Others: assuming the same with wood pellets.\n\nSource: Depicted by IEEJ based on Japan Woody Bioenergy Association, 2020.\n\nAccording to Japan's trade statistics, its import of wood pellets has increased around 16 times from 2014 to 2019. Viet Nam and Canada are the largest suppliers of Japan's wood pellet imports (Figure 4.7). On the other hand, domestic wood pellet production stayed almost the same over the same period (Figure 4.8).\n\nFigure 4.7. Wood Pellets Import\n\n\n\nSource: Trade Statistics of Japan.", + "processing_time": 1.0279051670222543, + "client_elapsed": 1.0302638750290498 + }, + { + "status": "success", + "filename": "01030000000060.pdf", + "markdown": "Figure 4.8. Domestic Wood Pellets Production\n\n\n\nSource: Forestry Agency, Ministry of Agriculture, Forestry and Fishery (MAFF), 2020.\n\nApplications of wood pellets in Japan include power generation, boilers, stoves, agriculture use, and others. Although the trade statistics do not specify the usage of the imported wood pellets, according to the Japan Wood Pellet Association (JPA), most are used for power generation.\n\nThe price of domestic wood pellets for power generation has a wide range. According to a survey of domestic wood pellet manufacturers undertaken by JPA in 2020, the average price of domestic wood pellets for power generation is around 14,000~29,000 ¥/tonne, while according to the Trade Statistics of Japan, the average cost, insurance, and freight (CIF) price of imported wood pellets is around 18,000 ¥/tonne in 2020 (Figure 4.9).\n\nFigure 4-9. Average Cost, Insurance, and Freight Prices of Wood Pellets and Wood Chips\n\n\n\nAverage price = import value/import tonne.\n\nSource: Estimated by IEEJ based on Trade Statistics of Japan.", + "processing_time": 0.9289062079624273, + "client_elapsed": 0.9310941669973545 + }, + { + "status": "success", + "filename": "01030000000061.pdf", + "markdown": "- iii. Looking at cost items, the cost of raw woods procurement will be highest share at 42%, followed by labour cost at 35%, electricity cost of the fabrication department at 10% (refer to figure 5-2). For this analysis, $35 per tonne is assumed for raw wood costs and this assumption will be crucial to maintain the economics of this business model.\n- iv. This business model will be operating cost-oriented not capital cost-oriented (refer to figure 5.1); thus, management of raw wood cost, labour cost, and electricity cost is essential. Few variations of capital cost will not affect this business seriously.\n- v. Assumed selling price of wood pellet is $100 per tonne and appropriate.\n\nFigure 5.1. Operating Cost Structure by the Three Departments of A Company\n\n\n\nSource: Author.\n\nFigure 5.2. Operating Cost Structure by the Cost Items of a Company\n\n\n\nSource: Author.", + "processing_time": 0.5558171250158921, + "client_elapsed": 0.5584430409944616 + }, + { + "status": "success", + "filename": "01030000000062.pdf", + "markdown": "## 1. Shipping as a vector for marine IAS\n\n## List of Philippine Ports is in Appendix 3\n\nShipping remains as the only scientifically documented pathway for marine biological invasion in the Philippines with the introduction and invasion of the South American mussel Mytella strigata (Vallejo et al. 2017). This invasive was first recorded from the South Harbor of Manila in 2014 and has been known to have spread throughout Manila Bay, to Lingayen Gulf, Aparri, Cagayan and Batangas Port in the Philippines. It has since then reported in Singapore, Taiwan, Hong Kong, India, Malaysia, the Gulf of Thailand, and Sri Lanka.\n\nFigure 2 . Foulers from the South Harbor of Manila Bay. Photo by SAILS-PORTEC Manila Bay\n\n\n\nMytella was likely spread through hull fouling and ballast water release. In the Philippines its spread to other ports was likely through small vessel hull fouling as the first adult samples were recorded from the fishing boat FV Ocean in 2015 which was docked in Manila Bay. An intensive monitoring of the South Harbor area in 2014 resulted in the detection of the first cohort of recruits in Manila Bay. The likely first introduction by ballast water release or by biofouling was in December 2013 and the first cohort of recruits was detected in July 2014.\n\nThere are at least 15 marine non-indigenous species ship hull fouling recorded from Manila Bay's South Harbor (Vallejo et al. 2019; Trinidad et al 2017.) Only Mytella is considered invasive enough to have wide scale ecological and economic impacts. The most numerous species is the wellstudied Hydroides elegans , which is a known ship fouler with a present pantropical distribution.", + "processing_time": 0.529693458986003, + "client_elapsed": 0.5323117920197546 + }, + { + "status": "success", + "filename": "01030000000063.pdf", + "markdown": "The other potentially invasive fouler is the tropical American Mytilopsis sallei and M. adamsi which has been recorded invasive in Singapore, Australia, Thailand among other regions. While they are recorded from the Manila South Harbor, there is no evidence that it is invasive as it exists in low abundances.\n\nFigure 3. Non-indigenous macrofoulers from Manila Bay with IAS, Mytilopsis sallei and Mytella strigata (=charruana). (From Trinidad et aL 2019)\n\n\n\nNewer estimates (2021) on the number of possible IAS in Manila Bay is likely more than 30 species based on more intensive biofouling ecological monitoring and the use environmental DNA in detecting species. When research started in 2006 on IAS in Manila Bay, 3 species were initially observed.", + "processing_time": 0.48754875001031905, + "client_elapsed": 0.48981704202014953 + }, + { + "status": "success", + "filename": "01030000000064.pdf", + "markdown": "estuarine influenced areas. Batangas, Cebu and Iloilo are located very near to protected areas and tourism areas. Batangas is within the center of the center of global marine biodiversity while Cebu is in the Mactan key biodiversity area. Manila has the highest number of foreign shipcalls while Cebu has the highest domestic shipcalls and second to Manila in international shipcalls.\n\nTable 1. Top 10 ports in the Philippines in shipcalls (2020 data from PPA, CPA and SBMA)\n\n| PORT | SHIPCALLS | SHIPCALLS |\n|----------------|-------------|-------------|\n| | Foreign | Domestic |\n| MANILA | 2454 | 6,125 |\n| CEBU | 1138 | 79,500 |\n| BATANGAS | 958 | 13,196 |\n| SUBIC | 313 | 136 |\n| CAGAYAN DE ORO | 137 | 3,159 |\n| DAVAO | 750 | 17,807 |\n| ILOILO | 212 | 24,381 |\n| GENERAL SANTOS | 112 | 704 |\n| ZAMBOANGA | 40 | 41,27 |\n| LUCENA | 74 | 4,428 |\n\nThe port of Manila has been documented to have a significant number of possible IAS. The ongoing SAILS-PORTEC research program has detected IAS in Davao, Cebu and Matnog ports. These ports are adjacent to specific oil tanker pathways/routes. In Luzon where the refineries and oil storage facilities are located such as Batangas, are at higher risk. These loading ports are at high risk for IAS/MNIS and these are located near to international ports.\n\nThe shipcall statistics in Table 1 represent the year 2020, when the COVID 19 pandemic caused a global and domestic maritime transport slowdown. The average reduction in shipcalls is around 40%. Nonetheless, Manila and Cebu are likely the main ports that need to be closely monitored for potential IAS bioinvasion. In 2018, before the COVID-19 pandemic, Manila was experiencing port congestion with a report that ships may stay at berth for five days (Wallis, 2019). This will increase the risks for biofouling. Based on the 2021 statistics from the PPA, the average berthing time has been reduced to 1 day. This is a result of less shipping traffic due to the pandemic.", + "processing_time": 0.7608408749802038, + "client_elapsed": 0.7632674999767914 + }, + { + "status": "success", + "filename": "01030000000065.pdf", + "markdown": "Figure 6. Mytella strigata biofouling green mussel farms in Bacoor City, Cavite, Manila Bay Photo from https://businessmirror.com.ph/2020/02/17/fake-tahong-invades-bacoor-mussel-farms/\n\n\n\n## 5. Natural dispersal\n\nDispersal by purely natural means is not included as a pathway of biological invasions (Gaston 1996). Examples include range expansion by flight or any other medium of natural locomotion or transport. However if human created or crafted material is involved in rafting dispersal of IAS, then this may be considered as a case of biological invasion. The 2011 Great East Japan earthquake generated a large tsunami that caused an unprecedented biological transoceanic rafting event from the northwestern Pacific coastline of Japan towards North America on the eastern Pacific(Carlton et al. 2017). Millions of human made objects from small plastics to large docks and whole ships were cast adrift in the Pacific (Murray et al. 2018). This provided a substrate for biofoulers. Large debris could carry up to 20 to 30 mega-species of biofoulers (Carlton et al. 2017). These biofouled debris can constitute an IAS risk (Therriault 2017).\n\nWhile a tsunami is a relatively rare event, a more common one is fouler dispersal by rafting on coastal currents of floating plastic debris, wood and, bamboo. Marine litter often originate from", + "processing_time": 0.9566532919998281, + "client_elapsed": 0.9601908749900758 + }, + { + "status": "success", + "filename": "01030000000066.pdf", + "markdown": "consumption onsite or offsite. Food Service Establishments (FSE) refers to the business engaged in the Food Service Industry. For purposes of the survey, the FSE is segmented into:\n\n- full-service restaurants, with full menu and waiting service;\n- limited-service restaurants or quick service restaurants (QSR), with full menu but pay-as-you-order such as fast food or turo-turo type 8;\n- cafes/bars/pop-ups (selected menu with few chairs and tables);\n- kiosks and stalls (purely retail, to be consumed elsewhere); and\n- catering or 100% home delivery.\n\nFull-service restaurants, limited-service restaurants and cafes/bars/pop-ups may also offer 'to go' or 'take away' services.\n\nFigure 1. FSI Segmentation\n\n\n\n- b. Plastic. The Baseline Study looked into the extent of Plastic use of FSEs in Dasmariñas City. Plastics are categorized by food grade. 9 The six food grades are 1) Polyethylene Terephthalate: clear, tough plastic such as soft drinks, juice and water, (2) High Density Polyethylene: white or colored plastic such as milk containers, (3) Polyvinyl Chloride: hard rigid clear plastic such as cordial bottles; (4) Low Density Polyethylene: soft, flexible such as squeezable bottles; 5) Polypropylene: hard but flexible plastics such as microwave ware; takeaway containers, some yogurt or jam containers and hinged lunch boxes, and (6) Polystyrene: rigid, brittle plastics such as small tubes and margarine or butter container. See Figure 1 . Plastic litter found in the rivers are of categories 1-6. There are also other plastics that do not fall under food grade 1-6.\n\n8 Filipino word for restaurants where a menu of cooked or ready-to-eat food are on display and clients point to their choice of food and pay as they take their food to their tables or ask for take-out packaging.\n\n9 Food grade plastics refer to plastic containers, tools or other supplies made of plastics that are cleared to be used for food preparation, handling, and service.", + "processing_time": 0.5229481249698438, + "client_elapsed": 0.5252313330420293 + }, + { + "status": "success", + "filename": "01030000000067.pdf", + "markdown": "very much interested to know more about plastics as well as the plastics types that can be reused or recycled. Almost all respondents (87.8% ) are interested in approaches to recycle plastics. 87% (20) are interested in improving waste management systems in their LGUs.\n\n- d. Awareness of Plastics Ordinance. About 68% of respondents know that there is a city ordinance on plastics, while 52% are aware of the provincial plastic ordinance. 9% do not know of any ordinance and 17% do not know whether or not there is a plastic ordinance. In the same way, only 70% knows of the implementation of an ordinance regulating or prohibiting Single Use Plastics. 30% of the respondents are not aware of the ordinance.\n\n## 6.2 Waste Management\n\n- a. Waste Management Fee Collection. At the Barangay level, only 5 respondent barangays - Sampaloc II, H-2, Salitran-II, San Roque-Sta. Cristina II, and Salawag - collect waste management fees.\n- b. Waste Management Budget. Majority of the respondents (44%) do not know the budget allocation of their LGUS for waste management. 12% of respondents replied that their LGUs have no allocation for waste management while 32% of respondents replied that their budget allocation is below 5% of their LGU budget. Only 8% of respondents replied that their budget allocation for waste management is between 10-20% if the LGU budget. See Figure 20 .\n- c. Waste Collection and Segregation. For 70% of the respondents, wastes are collected by the city government. 35% responded that barangays collect their wastes and still,\n\nFigure 20. Percentage of LGU Budget Allocated for Waste Management\n\n", + "processing_time": 0.2647626670077443, + "client_elapsed": 0.2662011249922216 + }, + { + "status": "success", + "filename": "01030000000068.pdf", + "markdown": "The World Bank/PEMSEA Assessment of Policies and Regulations to Guide Country Dialogue at National Level to Reduce Plastic Waste in the Philippines indicated:\n\n'Despite these efforts, there seemed to be very limited information that shows the effectiveness of the bans on reducing plastics and litter, or even diversion from landfills in the country. For the majority of LGUs in the country, however, there seemed to be no clear documentation and reporting of progress and updated waste data possibly due to the difficulty and complexity of data generation and assessment. Another possible constraint is that the scope of the LGU ordinances vary and covered different kinds of SUPP, including the exemptions, which makes integration of the various reports, if available, a challenge.'\n\nThe World Bank/PEMSEA report also recommended that a baseline assessment be conducted to obtain a better understanding which SUPP are the most prevalent and problematic in the Philippines and to also identify the sources and extent and impacts of mismanagement.\n\n- b. Extended producer responsibility (EPR). EPR schemes use a combination of regulatory approaches to extend manufacturers' responsibility for single-use plastic products throughout their life cycle, including to the end-of-life stage. These schemes are aimed at decreasing the overall environmental impact from a product and its packaging. The primary responsibility under EPR lies with the producer, who makes design and marketing decisions. In most European countries, product manufacturers are charged a fee for every piece of packaging they put onto the market based on the reusability or recyclability of the packaging, supported by technical analysis. These fees are intended to cover some or all of the costs of collection, sorting and recycling. Since the recycling of plastic packaging costs more than it yields, companies will benefit from a more costeffective system of packaging.\n- c. Regulated Storage, Manufacture and Use of plastics. India required its states to enforce existing rules on the storage, manufacture, and use of some single-use plastics in lieu of a nationwide ban. Meanwhile, the Department of Environment and Natural Resources (DENR) is yet to issue a list of non-environmentally accepted products (NEAP) as provided in Republic Act 9003 or the Ecological Solid Waste Management Act, passed a decade ago. This will include single use plastics in all product forms per technical advice of the Department of Science and\n\nFigure 27. Soft drinks can with the message 'Recycle Me'\n\n", + "processing_time": 0.3700097909895703, + "client_elapsed": 0.37146525003481656 + }, + { + "status": "success", + "filename": "01030000000069.pdf", + "markdown": "## Replace\n\n- l. Replace Plastics with Recyclable Materials. Plastics can be replaced by material made from polypropylene, a material type that is 100% recyclable. However, recyclable materials should have a forward linkage - link to a recycler who is willing to take on the recyclables. Paper-based wrappers are another alternative for bagels and sandwich papers. Containers and packaging can use plastics with a certain percentage of recycled content and designed to be recyclable or reusable. Highly recyclable packaging is of little benefit if it is not disposed of correctly. The success of a recyclable package is an equal demand from recycling companies through improved recyclability of packaging and investments in efficient recycling facilities and systems. This requires investment and innovation since quality and availability are still often a stumbling block for companies to use recycled plastic. The recyclability of plastic packaging can often be improved by:\n- choosing a common type of plastic (such as PE, PP or PET);\n- choosing a common color (white or transparent); and\n- avoiding combinations of materials, such as plastic windows in cardboard packaging. Watermarking technology is also being developed so that packaging can be more easily recognized by sorters.\n\n## Trash\n\n- m. Waste Segregation and Segregated Bins. Shakey's Philippines implementation of waste segregation and 3R (Reduce, Reuse, Recycle) in its corporate office is one good testament of compliance to RA 9003. The country's premier pizza restaurant has installed 'Stop Before You Drop' trash bins for the implementation of company-wide proper waste management. The bins are labeled to indicate the different types of waste to aid in proper disposal and culture development of its employees. Waste collected are weighed on a daily basis to aid in monitoring wastages and to map out more waste management initiatives. 56\n\n## n. In-store Sorting and Recycling Bins.\n\nMcDonalds has installed sorting and recycling points in select restaurants in its markets. It also improved its recycling bin signage to make the recycling process easier to understand. McDonald's Germany, Austria, Czech Republic and Slovakia on the other hand, collect customer waste to sort for recycling. initiatives. 57\n\nFigure 32. In-store Sorting and Recycling Bins, McDonalds\n\n\n\n56 https://www.shakeyspizza.ph/images/asm-2021/PIZZA\\_ASM\\_2020\\_Report.pdf\n\n57 https://corporate.mcdonalds.com/corpmcd/our-purpose-and-impact/our-planet/packaging-and-waste.html", + "processing_time": 0.3161702079814859, + "client_elapsed": 0.31830487499246374 + }, + { + "status": "success", + "filename": "01030000000070.pdf", + "markdown": "## two meetings are related to the initial meeting of VNR and as particular human rights focus. 73\n\n\n\nDiagram 2\n\nParticipation of Institutions in the VNR Meeting of Indonesia 2021. 74\n\n## The distribution of participating institutions in VNR-related meetings are as follows:\n\n\n\nDiagram 3\n\nDistribution of Participating Institutions within VNR Meeting of Indonesia 2021. 75\n\n74 Data is processed based on: ibid., 332-345.\n\n75 Data is processed based on: Kementerian PPN / Bappenas, 'Annexes Indonesia's VNR 2021' (n. 68) , 332-345.", + "processing_time": 0.7504136660136282, + "client_elapsed": 0.7521797919762321 + }, + { + "status": "success", + "filename": "01030000000071.pdf", + "markdown": "be used as a good opportunity to learn from each other and increase the capacity of human rights institutions in various countries. 94\n\nWhat works in other countries, can be learned and developed according to the situation in Indonesia. 95 Partnerships can be carried out formally through a memorandum of understanding or with a partnerships agreement for potential strategic partners. 96\n\n## 3.2.6. SDGs Dissemination in Social Media\n\nInformation dissemination in the digital era is closely related to the use of social media. Therefore, the dissemination of the SDGs through social media platforms owned by the Komnas HAM needs to be optimized as a way to increase public participation to be active as 'agents' of the Komnas HAM in Indonesia. To be able to achieve this, the community needs to first receive education about the SDGs to clearly understand the focus of each goal and its derivatives. Once there is a fairly good understanding at the level of the general public, especially those who interact with the Komnas HAM's social media, an easier way to report SDGs related to human rights violations can be formulated.\n\nThe Komnas HAM, for example, has used social media Instagram, Twitter, and YouTube. There has been an increase in the frequency of Instagram social media uploads from 2019-2020 from 111 uploads in 2019 to 198 uploads in 2020. The variety of content uploaded by the Komnas HAM on Instagram is also increasingly diverse with the following details:\n\nDiagram 4 Distribution of @komnas.ham Instagram Content (2019-2020)\n\n\n\nIf observed from the Komnas HAM's Instagram account within the 2019-2020 period, the SDGs have only been mentioned explicitly twice in the following contents:\n\n94 See also Komnas HAM, 'The NHRI Practice and Experience in Indonesia, Kyrgyzstan, and Palestine\n\nin Supporting Sustainable Development Goals Achievements' (n. 93).\n\n95 Ibid.\n\n96 Ibid.", + "processing_time": 0.27887858398025855, + "client_elapsed": 0.28066820796811953 + }, + { + "status": "success", + "filename": "01030000000072.pdf", + "markdown": "\n\nDiagram 5\n\nDistribution of Komnas HAM's YouTube Content (2019-\n\n2020)\n\nAs of 1 December 2021, the Komnas HAM's YouTube channel has 2,290 subscribers with 185,676 total views. In the 2019-2020 period, content that specifically discusses the SDGs explicitly cannot be found on the Komnas HAM's YouTube. Nevertheless, on 15 December 2021, the Tanggap Rasa Podcast with the title of 'Podcast #EP32: SDGs dan Anak Muda' (Translation: 'Podcast #EP32: SDGs and Youth') has been broadcast and can increase the awareness and understanding of the citizen on the SDGs, especially towards young generations.\n\nFigure 4\n\n\n\nKomnas HAM's YouTube channel as of 1 December 2021", + "processing_time": 0.7855137920123525, + "client_elapsed": 0.7874201670056209 + }, + { + "status": "success", + "filename": "01030000000073.pdf", + "markdown": "In this content, DPN Argentina provides a brief explanation of the SDGs and the 2030 Agenda action plans, and most importantly, their role in advancing the 2030 Agenda through the SDGs Monitoring and Evaluation Program with a focus on certain thematic areas. These focuses allow DPN Argentina to investigate through monitoring and preparing reports on the development of public policies and actions of organizations responsible for compliance with the SDGs, as well as proposals, and recommendations to strengthen related processes.\n\nFurthermore, DPN Argentina also regularly uploads commemorations of days related to the SDGs by also including the SDGs logo in each of these uploads. Examples of such greetings are as follows:\n\n\n\nFigure 6\n\nDPN Argentina Content: World Health Day Celebration (7 April 2021). 98\n\n98 DPN Argentina, 'Día Mundial de la #Salud', accessed on 5 December 2021,https://twitter.com/D PNArgentina/status/1379765916259483648.", + "processing_time": 0.6381774169858545, + "client_elapsed": 0.6395938339992426 + }, + { + "status": "success", + "filename": "01030000000074.pdf", + "markdown": "Thailand, Malaysia, and Singapore. In these three countries, per capita GDP fell between 4 percent to 7 percent. 3\n\nFigure 1.2. Per capita GDP growth in 2020\n\n\n\nSource : World Bank (2022a)\n\nIt is also noteworthy that in two of these major destination countries - Thailand and Malaysia - the most-affected sectors were also ones heavily reliant on migrant workers. In Thailand, affected sectors include manufacturing, construction, agriculture, fishing, seafood processing, domestic work, and hospitality (United Nations Thematic Working Group, 2019; ILO, 2020). In Malaysia, migrant workers were, in 2019, especially prevalent in manufacturing (705,000), construction (435,000), services (306,000), plantation (282,000), agriculture (160,000), and domestic work (127,000) (Wahab, 2020a; Theng, Noor and Khalidi, 2020).\n\nThe construction sector in Malaysia crashed in the second quarter of 2020 and did not experience growth again until the second quarter of 2021, before suffering negative growth again the next quarter after a COVID-19 resurgence. Accommodation and dining establishments which includes many tourism-related jobs, fared even worse. Furthermore, wholesale trade and related activities in Malaysia have not recovered to pre-pandemic levels, even after growing in the first two quarters of 2021. In Thailand, the construction sector avoided a massive output decline similar to Malaysia's, although it did decline in the first quarter of 2020. However, manufacturing, accommodation, and wholesale trade in Thailand all suffered large contractions due to travel restrictions, supply chain disruptions, and weak aggregate demand, and, despite some recovery in the second quarter of 2021, remain well below prepandemic levels (Table 1.1).\n\n3 The Philippine economy was hit hardest because of the length and severity of the movement restrictions imposed in the country (Olanday and Rigby, 2020).", + "processing_time": 0.30045379197690636, + "client_elapsed": 0.3019763339543715 + }, + { + "status": "success", + "filename": "01030000000075.pdf", + "markdown": "2020 and 2021, and, for approximately half of AMS, working hours lost were higher in 2021 compared to 2020 (Figure 1.3). The disruptions in global supply chains because of travel and transport restrictions hit some AMS particularly hard because of supply needs from other countries.\n\nDespite these tremendous job losses, many countries also experienced labour shortages due to previously unprecedented demand for certain products, such as rubber gloves in Malaysia and for fishery products in Thailand. The return of migrant workers to their home countries contributed to significant labour shortages (Lee and David, 2021; Sriring and Staporncharnchai, 2021). 4 COVID-related movement restrictions caused many workers to withdraw from the labour force (especially women) and labour force participation rates declined in most countries. 5 This was the case for Indonesia, Malaysia, the Philippines, and Viet Nam (Figure 1.4). According to the ILO (2021c), female employment in AMS in 2020 was 3.9 percent lower than the expected level, which is markedly less than the 2.7 percent figure for male employment. 6 The impact of the pandemic on employment is evident in lower labour force participation, lower working hours, and higher unemployment rates in most countries (Figure 1.5).\n\nFigure 1.3. Decline in weekly working hours compared to 2019 (percent)\n\n\n\nSource\n\n: ILO (2022a)\n\n4 There are of course long-standing reasons for the labour shortages in these sectors, which accounts for their high reliance for migrant workers, including poor working conditions, that is prone to abuse, and lack of attractiveness for local workers (Looi, 2020; Ng, 2020; ILO, 2015).\n\n5 McKinsey Global Institute (2020) estimates that at the beginning of the pandemic, women accounted for more than half of total job losses from COVID-19 though they made up only two-fifths of the global labour force. This is because they are overrepresented in sectors hardest hit by the pandemic: accommodation and food services; retail and wholesale trade; and other services, such as arts, recreation, and public administration.\n\n6 This is equivalent to saying there is greater increase in unemployment or inactivity for women compared to men. According to the report, one reason is the increase in unpaid care responsibilities for women as schools closed (ILO, 2021c).", + "processing_time": 0.27132537501165643, + "client_elapsed": 0.27286587498383597 + }, + { + "status": "success", + "filename": "01030000000076.pdf", + "markdown": "Figure 1.6. Alien temporary work permits, Thailand\n\n\n\nSource : Department of Employment, Thailand (2022)\n\nFigure 1.7. Non-citizen population in Malaysia (in thousands)\n\n\n\nSource : Department of Statistics, Malaysia (2022). Figure for 2021 is an estimate.\n\nFigure 1.8. Singapore foreign workforce stock (in thousands)\n\n\n\nSource : Compilation by Manpower Research & Statistics Department (Ministry of Manpower, Singapore, 2022).", + "processing_time": 0.27020708296913654, + "client_elapsed": 0.27173158299410716 + }, + { + "status": "success", + "filename": "01030000000077.pdf", + "markdown": "decline in 2020 in absolute numbers and as a percentage of 2019 deployment (Figure 1.9b). 9\n\nFigure 1.9b. Deployment of Overseas Foreign Workers by sex, new hires only (in thousands)\n\n\n\nSource : Philippine Statistics Authority (2022)\n\n## 1.5. Migrant Workers More at Risk of COVID-19 Infection\n\nCOVID-19 infection among migrants appears to be higher than among non-migrant groups (Hintermeier et al., 2020). Migrant workers are disproportionately exposed to COVID-19 because of the nature of their work and their living conditions. Many migrant workers performed essential services, including jobs in healthcare, selected manufacturing, transportation, logistics, construction, and maintenance, which continued during periods of movement restrictions (OECD, ADBI and ILO, 2021). Many migrant workers also have less access to personal protective equipment and testing and treatment facilities (OECD, ADBI and ILO, 2021). The lack of access was especially true for undocumented migrants.\n\nAdditionally, migrant workers employed in plantations far away from urban centres had limited access to information and testing. High rates of infection were also linked to overcrowded housing conditions, including shared facilities and sleeping areas, which increase the risk of transmission (ASEAN MP , 2021). Many workers in processing or assembly plants worked in conditions where physical distancing was rarely observed.\n\nIn Malaysia, out of 2,188 positive cases recorded nationwide on 25 November 2020, 1,511 were foreign workers employed by Top Glove Corporation Bhd., one of the world's largest personal protective equipment (PPE) manufacturers ( The Straits Times , 2020; Ngui, 2020). Many other migrant workers were employed as delivery agents, public transport drivers, or restaurant waiters, and are in constant contact with the general public. Infection risk is also higher\n\n9 Keeping in mind that for 2020 the figures are only up to October of the year.", + "processing_time": 0.2695546660106629, + "client_elapsed": 0.27083449997007847 + }, + { + "status": "success", + "filename": "01030000000078.pdf", + "markdown": "Figure 1.10. Migrant remittances inflows (in US$ billion)\n\n\n\nSource : World Bank and KNOMAD (2021)\n\nTable 1.4. Growth in migrant remittance inflows\n\n| AMS | Average Annual Growth | Average Annual Growth | Average Annual Growth | Average Annual Growth | Average Annual Growth | Remittance inflows in 2020 (US$ Million) |\n|-------------|-------------------------|-------------------------|-------------------------|-------------------------|-------------------------|--------------------------------------------|\n| AMS | 2000-2004 | 2004-2009 | 2009-2014 | 2014-2019 | 2019-2020 | Remittance inflows in 2020 (US$ Million) |\n| Cambodia | 7.5% | -0.7% | 50.6% | 6.7% | -16.6% | 1,272 |\n| Indonesia | 9.4% | 29.5% | 4.7% | 6.4% | -17.3% | 9,651 |\n| Lao PDR | 4.0% | 115.7% | 38.0% | 9.5% | -10.6% | 265 |\n| Malaysia | 18.6% | 7.1% | 6.9% | 0.7% | -11.2% | 1,454 |\n| Myanmar | 2.7% | -14.1% | 102.7% | 5.4% | -7.1% | 2,250 |\n| Philippines | 10.6% | 11.7% | 7.5% | 4.2% | -0.7% | 34,913 |\n| Thailand | -0.9% | 18.6% | 11.4% | 4.6% | -1.2% | 8,067 |\n| Viet Nam | 11.5% | 21.1% | 14.8% | 7.2% | 1.2% | 17,200 |\n\nSource : World Bank and KNOMAD (2021)\n\nIn the Philippines, of the returning Filipino migrant workers in 2020, 55 percent earned a monthly income of between PHP20,000 and PHP50,000, and 19 percent earned between PHP5000 and PHP20,000. Before their return, 50 percent reported remitting amounts ranging from PHP10,000 to PHP20,000 (US$200 to US$400) monthly. It is highly unlikely that the families of these migrant workers would have savings to rely on after they lost their jobs. Additionally, 83 percent of these workers were still unemployed after three months, resulting in a 60 percent drop in household income for 48 percent of the returned migrant workers.", + "processing_time": 1.0189552499796264, + "client_elapsed": 1.0208150839898735 + }, + { + "status": "success", + "filename": "01030000000079.pdf", + "markdown": "Jailed for Doing Business\n\n## Executive Summary\n\n6\n\nI ndia suffers from 'regulatory cholesterol' that is getting in the way of doing business. The legislations, rules and regulations enacted by the Union and State governments have over time created barriers to the smooth flow of ideas, organisation, money, entrepreneurship and through them the creation of jobs, wealth and GDP.\n\nThe presence of hostile clauses in these laws, rules and regulations has grown since Independence, surviving three decades of economic reforms initiated in 1991. The biggest challenges come from the continuance of imprisonment as a tool of control. As automation increases in the coming years, the pre-Independence 1940s-style administrative controls meant to protect labour will prove counter-productive in 21 st -century India.\n\nThere are 1,536 laws that govern doing business in India, of which 678 are implemented at the Union level. Within these laws is a web of 69,233 compliances, of which 25,537 are at the Union level. These compliances need to be communicated to the governments through 6,618 annual filings, 2,282 (34.5 percent) at the Union level and at the states, 4,336.\n\nThese changes in compliance requirements occur constantly and add to business uncertainty. In the 12 months up to 31 December 2021, there have been 3,577 regulatory changes;", + "processing_time": 0.2662419999833219, + "client_elapsed": 0.26760883402312174 + }, + { + "status": "success", + "filename": "01030000000080.pdf", + "markdown": "Jailed for Doing Business\n\n## III. Regulatory cholesterol\n\nT his report defines 'regulatory cholesterol' as the policy actions of the three arms of the State, i.e. the executive, the legislature, and the judiciary, using the instruments of legislations, rules, regulations or orders, to create or raise barriers to a smooth flow of ideas, organisation, money and most importantly, the flow of the entrepreneurial spirit. In India, a wrong political choice in the early decades of Independence has created a policy fraternity that shuns data and causalities and leans on rhetoric and ideologies to frame economic policies. Inflation in the 1970s, for instance, was not caused by hoarders and speculators; it was a matter of supply and demand. 'Excoriating, coercing, or imprisoning the hoarders and speculators changes nothing in terms of creating new supply,' write Vijay Kelkar and Ajay Shah. 28 'The economic theory of people hostile to economic forces is wrong.'\n\nBy taking one policy tool -imprisonment - this report highlights the excesses of overregulation and the resultant regulatory cholesterol while doing business in India. Although the biggest constituency at the receiving end of these laws is that of entrepreneurs running forprofit firms and corporations, this regulatory overreach also impacts not-for-profits such as schools and hospitals-both necessary institutions for India with a huge demand. Step\n\n16", + "processing_time": 0.26898316701408476, + "client_elapsed": 0.27039337501628324 + }, + { + "status": "success", + "filename": "01030000000081.pdf", + "markdown": "TABLE 22: COMMERCIAL LAWS WITH MORE THAN 100 IMPRISONMENT CLAUSES\n\n| Law | Union/State rule | Imprisonment clauses |\n|-------------------------------------------------------------------------------------------------------------------------------|--------------------|------------------------|\n| Arms Act, 1959 and Arms Rules 2016 | Union | 152 |\n| Food Safety &Standards Act, 2006& Food Safety and Standards (Licensing and Registration of Food Businesses) Regulations, 2011 | Union | 123 |\n\nSource: TeamLease Regtech\n\nTABLE 23: IMPRISONMENT CLAUSES IN ENVIRONMENT, HEALTH AND SAFETY LAWS\n\n| Imprisonment term | Number of clauses | Number of laws |\n|-------------------------------|---------------------|------------------|\n| Less than 3 months | 150 | 35 |\n| 3 months to less than 1 year | 199 | 14 |\n| 1 year to less than 3 years | 326 | 16 |\n| 3 years to less than 5 years | 357 | 22 |\n| 5 years to less than 10 years | 147 | 27 |\n| More than 10 years | 0 | 0 |\n\nSource: TeamLease Regtech\n\nNOTE: The inconsistency in number of laws is because a single law could have multiple clauses on criminality; it could have a few clauses of less than three months and few of between three and five years.", + "processing_time": 0.8304553330526687, + "client_elapsed": 0.8322076670010574 + }, + { + "status": "success", + "filename": "01030000000082.pdf", + "markdown": "TABLE 28: BREAKDOWN OF IMPRISONMENT CLAUSES IN STATE LAWS\n\n| Imprisonment terms | Number of clauses | Percentage of all states | Percentage of total |\n|-------------------------------|---------------------|----------------------------|-----------------------|\n| Less than 3 months | 4,448 | 21.3% | 17.0% |\n| 3 months to less than 1 year | 4,806 | 23.0% | 18.4% |\n| 1 year to less than 3 years | 9,766 | 46.7% | 37.4% |\n| 3 years to less than 5 years | 834 | 4.0% | 3.2% |\n| 5 years to less than 10 years | 1,021 | 4.9% | 3.9% |\n| More than 10 years | 20 | 0.1% | 0.1% |\n\nSource: TeamLease Regtech\n\nTABLE 29: STATES WITH MORE THAN 1,000 IMPRISONMENT CLAUSES\n\n| State | Number of clauses | GSDP (In Rs lakh crore) | GSDP (In $ billion) |\n|-------------|---------------------|---------------------------|-----------------------|\n| Gujarat | 1469 | 15.6 | 200.4 |\n| Punjab | 1273 | 5.3 | 70.2 |\n| Maharashtra | 1210 | 26.3 | 351 |\n| Karnataka | 1175 | 15.4 | 205.9 |\n| Tamil Nadu | 1043 | 16.3 | 217.4 |\n\nSources: TeamLease Regtech, and Reserve Bank of India for GSDPs\n\nExchange rate: Rs 75 to USD", + "processing_time": 0.9962440420058556, + "client_elapsed": 0.9978879590053111 + }, + { + "status": "success", + "filename": "01030000000083.pdf", + "markdown": "## TABLE 35: UNION-STATE BREAKDOWN OF IMPRISONMENT CLAUSES BY CATEGORIES\n\n| Category | Number of clauses in Union laws | In percent | Number of clauses in State laws | In percent |\n|--------------------------------|-----------------------------------|--------------|-----------------------------------|--------------|\n| Commercial | 529 | 10.1% | 817 | 3.9% |\n| Environment, Health and Safety | 834 | 15.9% | 345 | 1.7% |\n| Finance &Taxation | 41 | 0.8% | 888 | 4.2% |\n| General | 75 | 1.4% | 360 | 1.7% |\n| Industry Specific | 2979 | 56.9% | 1200 | 5.7% |\n| Labour | 534 | 10.2% | 17285 | 82.7% |\n| Secretarial | 247 | 4.7% | 0 | 0.0% |\n\n## TABLE 36: THREE CASE STUDIES ON MANUFACTURING COMPLIANCES*\n\n| | Small | Medium | Large |\n|------------------------------------|---------|----------|---------|\n| Total Applicable Compliances | 669 | 3,109 | 5,796 |\n| Compliances with imprisonment | 461 | 2,172 | 4,085 |\n| Percentage of imprisonment clauses | 69% | 70% | 70% |\n\n## TABLE 37: BREAKDOWN OF IMPRISONMENT CLAUSES IN MANUFACTURING CASE STUDIES*\n\n| | Small | Medium | Large |\n|------------------------------|---------|----------|---------|\n| Less than 3 months | 25 | 82 | 185 |\n| 3 months to less than 1 year | 187 | 699 | 1,220 |\n| 1 year to less than 3 years | 178 | 1,070 | 1,964 |\n| 3 years to less than 5 years | 59 | 245 | 505 |\n| 5 years to 10 years | 12 | 76 | 211 |", + "processing_time": 1.3309864170150831, + "client_elapsed": 1.3328064170200378 + }, + { + "status": "success", + "filename": "01030000000084.pdf", + "markdown": "## TABLE 38: THREE CASE STUDIES ON NBFC COMPLIANCES*\n\n| | Small | Medium | Large |\n|------------------------------------|---------|----------|---------|\n| Total applicable compliances | 784 | 1,188 | 1,693 |\n| Compliances with imprisonment | 154 | 362 | 622 |\n| Percentage of imprisonment clauses | 20% | 30% | 37% |\n\n## TABLE 39: BREAKDOWN OF IMPRISONMENT CLAUSES IN NBFC CASE STUDIES*\n\n| Range | Small | Mid | Large |\n|------------------------------|---------|-------|---------|\n| Less than 3 months | 10 | 42 | 82 |\n| 3 months to less than 1 year | 67 | 203 | 373 |\n| 1 year to less than 3 years | 50 | 58 | 68 |\n| 3 years to less than 5 years | 8 | 40 | 80 |\n| 5 years to 10 years | 19 | 19 | 19 |", + "processing_time": 0.8829348330036737, + "client_elapsed": 0.884442874987144 + }, + { + "status": "success", + "filename": "01030000000085.pdf", + "markdown": "\n\n## Restrictions on Land Ownership by Foreigners in Selected Jurisdictions\n\nJune 2023\n\nLL File No. 2023-022255 LRA-D-PUB-002612", + "processing_time": 0.2657304580206983, + "client_elapsed": 0.26677833299618214 + }, + { + "status": "success", + "filename": "01030000000086.pdf", + "markdown": "## Restrictions on Land Ownership by Foreigners in Selected Jurisdictions\n\nStaff of the Global Legal Research Directorate\n\n## I. Introduction\n\nThis report, prepared by the research staff of the Law Library of Congress, surveys 39 jurisdictions regarding whether, and if so how, they restrict ownership of land by foreigners. 1 The jurisdictions surveyed were among those with the highest gross domestic product according to 2021 World Bank data, selected to ensure broadly representative coverage. 2\n\nWe identified 10 countries that do not restrict land ownership by foreigners: Belgium , France , Germany , Ireland , Japan , the Netherlands , Norway , Portugal , Sweden , and the United Kingdom .\n\nWe found that the following countries do not permit foreign ownership of land, although exceptions may apply in some cases or other rights to land may be acquired: China , Indonesia , Nigeria , Philippines , and Thailand .\n\nAmong the other jurisdictions surveyed, some have restrictions that apply to different types of land, including agricultural, residential, and commercial land. Other types of restriction are based on the location of the land, such as near the border or military establishments. Some jurisdictions restrict particular categories of foreigners from land ownership. Some require special permission or approval for foreigners before they can acquire land.\n\nOwnership of agricultural land by foreigners is restricted by some provinces of Canada , and by Egypt , India (restricted for diplomatic personnel, nonresidents of Indian origin and nonresident citizens without registration), Iran , Poland (permit required), and Russia . Argentina , Brazil , and Turkey restrict ownership of rural or local land to a percentage of the total land of the local jurisdiction.\n\nArticle XVII of the General Agreement on Trade in Services (GATS) obligates members to provide national treatment to other members, i.e., 'treatment no less favourable than that it accords to its own.' 3 If land ownership restrictions result in less favorable treatment of foreigners, GATS\n\n1 The surveyed jurisdictions are Argentina , Australia , Austria , Belgium , Brazil , Canada , Chile , China , Egypt , Finland , Germany , Greece , India , Indonesia , Iran , Ireland , Israel , Italy , Japan , Mexico , the Netherlands , New Zealand , Nigeria , Norway , Philippines , Poland , Portugal , Russia , Saudi Arabia , South Africa , South Korea , Spain , Sweden , Switzerland , Taiwan , Thailand , Turkey , United Arab Emirates , and the United Kingdom .\n\n2 World Bank Databank, Gross Domestic Product 2021 (Jan. 15, 2023), https://perma.cc/GP7Y-Z8K8.\n\n3 General Agreement on Trade in Services (GATS), Apr. 15, 1994, Marrakesh Agreement Establishing the World Trade Organization, Annex 1B, art. XVII, 1869 U.N.T.S. 183, 33 I.L.M. 1167 (1994), https://perma.cc/Z89YSEVS.", + "processing_time": 0.2932944579515606, + "client_elapsed": 0.2954054579604417 + }, + { + "status": "success", + "filename": "01030000000087.pdf", + "markdown": "members should specify this in their schedule of specific commitments. 4 Reservation of the ability to lease or own land to nationals is one such treatment; therefore, it should be listed in the schedule as a limitation on national treatment. 5 This applies to services that the GATS covers. 6\n\nSome jurisdictions do not list foreign land ownership on their schedules, but restrict it for national security or similar interests. 7 Such jurisdictions include Australia and Finland (national interest), Chile and Greece (border area), Russia (national security), and Spain (zones of interest to national defense and the military). Several other jurisdictions that also restrict ownership for national security purposes have entered restrictions on their GATS schedules. Such jurisdictions include Argentina and Mexico (border area), Iran (sensitive areas), South Korea (military bases and installation protection zones), Taiwan (lands within fortified and military areas and adjacent to the national frontiers), and Turkey (designated military zones).\n\nThere are other various restri ctions on foreigners' land ownership. Figure 1 below shows in simplified format the surveyed jurisdictions that impose particular categories of restrictions. On page 4, a color-coded map sets forth which jurisdictions permit foreign acquisition, prohibit it, or impose restrictions. A Comparative Summary Table beginning on page 5 presents the essential findings of our study for each jurisdiction. Lastly, the textual surveys for each jurisdiction provide further detail.\n\n4 Id. art. XX.\n\n5 Julia Nielson & Daria Taglioni, A Quick Guide to the GATS and Mode 4 , OECD, World Bank, IOM Seminar on Trade and Migration (Nov. 12-14, 2003), at 11, https://perma.cc/B8XW-LNZ4.\n\n6 World Trade Organization, The General Agreement on Trade in Services (GATS): Objectives, Coverage and Disciplines , Question 3 , https://perma.cc/4J7Y-WAG7 . It states, '[t]he GATS applies in principle to all service sectors, with two exceptions.'\n\n7 See GATS art. XIV General Exceptions.", + "processing_time": 0.2744497079984285, + "client_elapsed": 0.27588862500851974 + }, + { + "status": "success", + "filename": "01030000000088.pdf", + "markdown": "## Comparative Summary Table\n\n| Jurisdiction | GATS XVII Reservation (1994) | Foreign Ownership Permitted | Restrictions on Foreign Ownership | Foreign Ownership Reporting Requirements |\n|----------------|--------------------------------|-------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------|\n| Argentina | Y | Y | Prohibition on ownership of property that contains or borders large and permanent bodies of water and of land in border security zones. Rural land can only be acquired upon certificate being granted (total percentage must not exceed 15% of the territory, in which shares of nationals of one country must not exceed 30%; maximum limit per foreigner; certain long-term residents exempted). | |\n| Australia | N | Y | Approval is needed from the Treasurer if the acquisition constitutes a 'significant action,' including acquiring an interest in different types of land where the monetary threshold is met for that type of land. The Treasurer may prohibit a significant action that is found to be contrary to the national interest. | Acquisitions of residential and agricultural land by foreign persons must be reported to the relevant government agency. |\n| Austria | Y | Y | Prior authorization required with exceptions; authorization may be refused if the acquisition contradicts national public policy interests. | |\n| Belgium | N | Y | None. | |\n| Brazil | Y | Y | Acquisition of rural property by an alien individual or company, including Brazilian companies controlled by foreigners, may not exceed 50 modules; foreign ownership of rural areas may not exceed a quarter of the surface of the municipalities, and ownership | |", + "processing_time": 0.6791220000013709, + "client_elapsed": 0.6802543749799952 + }, + { + "status": "success", + "filename": "01030000000089.pdf", + "markdown": "| Jurisdiction | GATS XVII Reservation (1994) | Foreign Ownership Permitted | Restrictions on Foreign Ownership | Foreign Ownership Reporting Requirements |\n|----------------|--------------------------------|-------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------|\n| | | | by persons of same nationality must not exceed 40% of the quarter. | |\n| Canada | Y | Y | Prohibition on ownership of residential property with exceptions; some provinces also restrict ownership, including of agricultural land. | |\n| Chile | N | Y | Prohibition on acquisition of public lands within 10 kilometers from the border and favorable military report required for acquisition of land 5 kilometers from the coast; nationals of bordering countries and legal persons with their principal place of business in one of those countries cannot obtain rights to real estate located totally or partially in the border area. | |\n| China | N(2001) | N | No individuals, domestic or foreign, can privately own land. The state grants land use rights to land users for a certain number of years. Foreigners can obtain such land use rights, own residential houses and apartments, or incorporate foreign-invested enterprises to invest in real estate. | |\n| Egypt | Y | Y | Prohibition on ownership of agriculture lands, land in Sinai Peninsula; otherwise, permitted to own up to two properties, up to 4,000 square meters, for residential purposes; no disposition for 5 years; approval required to acquire land in tourist areas; joint ownership with an Egyptian who has majority | |", + "processing_time": 0.7002731249667704, + "client_elapsed": 0.7017173750209622 + }, + { + "status": "success", + "filename": "01030000000090.pdf", + "markdown": "| Jurisdiction | GATS XVII Reservation (1994) | Foreign Ownership Permitted | Restrictions on Foreign Ownership | Foreign Ownership Reporting Requirements |\n|----------------|--------------------------------|-------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------|\n| | | | right required to acquire desert lands. No restrictions on lands in Investment Zones, Technological Zones, or Free Zones. | |\n| Finland | N | Y | Prior approval for a foreigner's purchase of certain businesses may be required when it includes land purchase and the purchase of business or land interferes with vital interests for Finland; prior approval from the Government of Åland is required for acquisitions within the autonomous region of Åland. | |\n| France | N | Y | None. | |\n| Germany | N | Y | None. | |\n| Greece | N | Y | Prior approval required for purchase by non-European Union and non-European Free Trade Association natural and legal persons of real estate located in border areas. | |\n| India | N | Y | Prohibition on acquisition of land by citizens of Pakistan, Bangladesh, Sri Lanka, Afghanistan, China, Iran, Nepal, and Bhutan, except for one residential property for self-occupation and one property for carrying out self- employment for long-term visa holders residing in India who are citizens of Afghanistan, Bangladesh or Pakistan and belong to minority religions in those countries, subject to conditions; nonresident foreign nationals not of Indian origin, except for inheritance from a resident; and of agricultural land by diplomatic personnel, | |", + "processing_time": 0.7372395840357058, + "client_elapsed": 0.7384981660288759 + }, + { + "status": "success", + "filename": "01030000000091.pdf", + "markdown": "This book's approach is premised on a simple assumption: because behavioral economics is foremost a 'test-and-learn' field of scientific inquiry that evolves according to experimental outcomes and practical, policy-orientated applications of the knowledge garnered from these outcomes, so too should students test-and-learn. Studying and practicing behavioral economics should occur simultaneously, which, in turn, suggests a course taught more according to a practicum approach than in a traditionally styled lecture format. As such, the book's information and lessons are presented in a succinct and precise format.\n\nThe goal of this textbook is to help students experience behavioral economics through actual participation in the same experiments and economic games that have served as the foundations for, and shaped the contours of, the field. With the help of this book, students have the opportunity to learn behavioral economics firsthand and, in the process, create their own data and experiences. They will learn about themselves-about how they make private and public choices under experimental conditions-at the same time as they learn about the field of behavioral economics itself. They will be both the subjects and students of behavioral economics. What better way to learn?\n\n## HOMO ECONOMICUS VS. HOMO SAPIENS\n\nFor ease of reference and exposition, we henceforth refer to the type of individual construed by the traditional rational-choice model as Homo economicus , a peculiar subspecies of human beings that is unfailingly omniscient, dispassionate, and self-interested when it comes to making choices. Homo sapiens , on the other hand, represents the rest of us-the often-flawed reasoners and sometimesaltruistic competitors who are prone to making decisions based primarily on emotion and heuristics. 1 , 2\n\n## THE TEXTBOOK'S DIFFERENT SECTIONS\n\nThe textbook consists of four sections that, taken together, portray in full the eclectic methodologies comprising the field of behavioral economics. Sections 1 and 2 present the thought and actual\n\n1. Homo economicus is Latin for 'economic man.' Persky (1995) traces its use back to the late 1800s when it was used by critics of John Stuart Mill's work on political economy. In contrast (and, as we will see, with no small touch of irony) Homo sapiens is Latin for 'wise man.' For a deep dive into evolution of Homo sapiens , particularly from the start of the Cognitive Revolution 70,000 years ago, see Harari (2015).\n2. We have all heard the saying that 'words matter.' The titles and descriptions we use to distinguish people and their behaviors (e.g., Homo economicus vs. Homo sapiens ) can reinforce or diminish behaviors such as pride in cultural heritage, respect for the living world, and trust in community, a process known as 'crowding out' of 'intrinsic motivation and commitment.' As an example of this phenomenon, Bauer et al. (2012) asked participants in an online survey to imagine themselves as one of four households facing a water shortage due to a drought affecting their shared well. The survey assigned the label 'consumers' to half of the participants and 'individuals' to the other half. Those imagining themselves as consumers reported feeling less personal responsibility to reduce their water demand, and less trust in others to do the same, than did those referred to as individuals. As we are about to learn, behavioral economics is all about exposing these types of 'framing effects' existing in the 'real world' inhabited by Homo sapiens .", + "processing_time": 0.285733041993808, + "client_elapsed": 0.28753575001610443 + }, + { + "status": "success", + "filename": "01030000000092.pdf", + "markdown": "laboratory experiments that have formed key pillars of the field, such as those experiments depicted in Examples 1 and 2 in the book's Introduction section. The thought experiments in Section 1 are, for the most part, re-castings of the simple cognitive tests devised by psychologists and economists over the past three-to-four decades to illustrate the fallacies, miscalculations, and biases distinguishing Homo sapiens from Homo economicus . Similarly, the laboratory experiments presented in Section 2 are, for the most part, re-castings of the seminal experiments conducted by Kahneman and Tversky (among many others). These experiments helped motivate the revised theories of human choice behavior, such as Kahneman and Tversky's (1979) Prospect Theory, which form another pillar of behavioral economics. Alongside these experiments, Section 2 presents the revised theories of human choice behavior with varying degrees of rigor. This is where the theoretical bases of Homo economicus ' rational choice behavior are examined, and where key refinements to this theory are developed-theoretical refinements underpinning the myriad departures from rational choice behavior we witness Homo sapiens make in this section's laboratory and field experiments (and which are examined further in Sections 3 and 4).\n\nSection 3 submerses the student in the world of behavioral game theory. Here we explore games such as Ultimatum Bargaining presented in Example 5. We follow Camerer (2003)'s lead, first by characterizing the games analytically (i.e., identifying solution, or equilibrium, concepts that are predicted to result when members of Homo economicus play the games), and then by discussing empirical results obtained from corresponding field experiments conducted with Homo sapiens . It is within the context of these games and field experiments that theories of social interaction are tested concerning inter alia trust and trustworthiness, honesty, fairness, reciprocity, etc. As with the thought and laboratory experiments presented in Sections 1 and 2, the games and field experiments presented in Section 3 are meant to be replicated with students as subjects and the instructor as the experimenter, or researcher.\n\nFinally, Section 4 wades into the vast sea of empirical research and choice architecture. Here the student explores studies reporting on (1) the outcomes of actual policy nudges, such as the SMarT retirement-savings plan presented in Example 3 of the Introduction, (2) analyses of secondary datasets to test for choice behavior consistent with the revised theories discussed in Section 2, such as the test for loss aversion in Example 4 of the Introduction, and (3) analyses of primary datasets obtained from novel field experiments to further test the revised theories. The main purpose of this section is not only to introduce the student to interesting empirical studies and policy adaptations in the field of behavioral economics, but also, in the process, to incubate in the student an abiding appreciation for the obscure settings that sometimes lend themselves to such study. 3\n\n## THE TEXTBOOK'S DIFFERENT LEVELS OF RIGOR\n\nBecause the mathematical and computational rigor of material presented in this textbook varies throughout, particularly in Sections 2 - 4, the extent of the rigor used in the presentation of a given topic is indicated with superscripts. Topics without a superscript are considered basic and universal enough that backgrounds in economics, mathematics, or statistics are not required for the reader to understand the material. Topics with a single asterisk (*) indicate that higher mathematical reasoning skills are recommended for the reader to fully grasp the material. Topics with a double\n\n3. Our approach to studying behavioral economics is focused on the underlying laboratory experimentation and behavioral games that form the bedrock of the field. As such, we eschew delving into related fields such as neuroeconomics and auction theory. See Cartwright (2018) and Just (2013) for introductions to the former and latter fields, respectively. XX ARTHUR J. CAPLAN", + "processing_time": 0.27198762499028817, + "client_elapsed": 0.2734157079830766 + }, + { + "status": "success", + "filename": "01030000000093.pdf", + "markdown": "survey responses and outcomes from the experiments and games. This spreadsheet is linked to the students' randomly assigned course ID (CID) numbers. The other spreadsheet, which is linked to their university student ID numbers and their names, compiles their performances on quizzes, homework, and exams assigned throughout the semester.\n\nAt the risk of sounding draconian, this is a course where it may make sense to base upwards of 50% of a student's grade upon their in-person attendance, which would entail carefully taking role at the beginning of each class. If the class meets 30 times face-to-face during the semester, for example, their grade attributable to attendance would then drop by 3.33 percentage points for each missed class (excused absences withstanding). Granted, students who foresee having difficulty attending class in-person throughout the semester would likely choose to drop the course immediately. For those students who remain, the remaining 50% of their course grade would then be based upon their quizzes, homework, and exam scores.\n\nThe issue of how best to convey written information to the student a priori (i.e., before conducting a given experiment or game) also looms large in a participatory-learning setting such as this, especially if the instructor desires to obtain unbiased responses from the students (or more practically, to control for potential biases). For example, the first set of thought experiments presented in Section 1 is meant to demonstrate firsthand to the students the extent to which automatic, knee-jerk responses from what Kahneman (2011) identifies as the System 1 portion of the brain can result in miscalculations. Students who choose to read ahead (small in number though these types of students may be) potentially skew the distribution of responses away from its otherwise true representation of these miscalculations. Such skewness may be tolerable for strictly educational purposes, where the goal is to demonstrate that at least a certain percentage of students are prone to miscalculation. But if the instructor also hopes to compile student responses into a dataset amenable for statistical analysis, then this type of potential bias draws into question the validity of the data. 2\n\nTo help control for potential biases associated with students having read ahead about the game or experiment they are now participating in, I recommend including the following question on each Response Card: 'Did you read about this topic ahead of time?' (see Appendix A). Answers to this question provide a control for the level of student foreknowledge, which is the potential bias of concern.\n\nI am personally unaware of any studies that have looked at how well students learn the lessons of behavioral economics in a cumulative sense over a span of time (e.g., an entire semester) and across a variety of experiments and games. In other words, I know of no studies that estimate the extent to which individuals who begin a course in behavioral economics as bona fide Homo sapiens evolve toward ' Homo economism ' in their individual and social choices. The pedagogy promoted in this textbook-in particular, the data it generates-offers instructors the opportunity to empirically test the hypothesis that students make this evolution.", + "processing_time": 0.2773132920265198, + "client_elapsed": 0.2785001659649424 + }, + { + "status": "success", + "filename": "01030000000094.pdf", + "markdown": "\n\n6. Warning : This question concerns a politically charged event that occurred on January 18, 2019, at the Indigenous People's March in Washington, D.C. After reading this account of what happened at the march, and viewing this video of the event, which of the effects presented in this chapter do you think best describes this episode in our nation's history?\n7. Think of a situation in your own life when you framed information (either wittingly or unwittingly) in such a way that helped pre-determine an outcome. Describe the situation and how you framed the information. Was the outcome improved or worsened as a result of how you framed the information?\n8. After having learned about the Anchoring Effect in this chapter, do you think you will ever fall for something like this again?\n9. When someone admonishes you 'not to judge a book by its cover,' or as British management journalist Robert Heller once noted, 'Never ignore a gut feeling, but never believe that it's enough,' what heuristic(s) is he unwittingly advising you to avoid using?\n10. Browse the internet for information about an effect that was not discussed in this chapter. Can you classify this effect as a special case of a Priming or Framing Effect? Explain.\n11. Browse the internet for a heuristic other than the Affect and Availability Heuristics described in this chapter. Explain the heuristic.\n12. It's one thing to detect the existence of a Silo Effect and quite another to measure its", + "processing_time": 0.6220427500084043, + "client_elapsed": 0.623789792007301 + }, + { + "status": "success", + "filename": "01030000000095.pdf", + "markdown": "(Niederle and Vesterlund 2007)\n\n\n\nIn other words, while women shy away from competition, men are drawn to it.\n\nTurning to Task 4, recall that although this choice is very similar to that of Task 3, Task 4's choice eliminates the prospect of having to subsequently participate in a competition. Thus, only in Task 3 could a gender gap in preference for competition have played a role in the choice of compensation scheme. As the figure below shows, there is no statistically significant gender gap in the choice of compensation scheme in Task 4 based upon perceived ranking in Task 1. A higher percentage of women than men who guessed their Task 1 ranking to be low (i.e., at level '3') chose the tournament scheme in Task 4, while the percentages were reversed for those participants who guessed their Task 1 rankings to be high (at levels '1' and '2'). But because the two lines in the figure remain close together, these differences are not statistically significant (i.e., we should treat the groups' respective choices as being no different from one another).\n\n(Niederle and Vesterlund 2007)\n\n\n\nThis result from Task 4 cements the authors' finding that women shy away from actual competition slated to occur at a future point in time, not implicit competition based upon their interpretations of how their past performance compares with others. 10\n\n10. In a related study of the performances of men and women in professional judo fights for bronze medals (of all things!), Cohen-Zada et al. (2017) find that men's performances are significantly affected by what the authors' call \"psychological momentum\", while women's is not. Psychological momentum is defined as the tendency of an outcome (such as a win in an initial judo match) to be followed by a similar outcome (a win in a subsequent match) that is not caused by any strategic incentives of the players. The authors point out that this result is consistent with evidence in the biological literature that", + "processing_time": 0.5972442500060424, + "client_elapsed": 0.5992687500547618 + }, + { + "status": "success", + "filename": "01030000000096.pdf", + "markdown": "\n\n8. Suppose Evelyn the Environmental Economist is presenting her case in a public meeting for why raising the price of municipal water in the face of persistent drought conditions would be a good thing for the community, when someone in the audience yells out, 'That's unfair for seniors and others living on fixed incomes.' How might Evelyn frame her response in a way that dispels the audience's concerns about the fairness of a price increase?\n9. How would the indifference curve in Figure 6.1 change when drawn for a person who suffers from guilt but not envy? Draw the curve.\n10. Can you recall an example from your own life where you exhibited an Endowment Effect that ultimately led to regret?\n11. The Gender Gap experiment discussed in this chapter measured gender differences in terms of how males and females deal with competitive situations. Think of another situation where a gender gap may exist and design an experiment to test for it.\n12. It was shown in this chapter that a Homo economicus who exhibits convex-shaped indifference curves exhibits an Endowment Effect. Does this result still hold if Homo economicus exhibits linearly shaped indifference curves, as depicted in the figure below? Show your result using this graph.", + "processing_time": 0.5665343750151806, + "client_elapsed": 0.5695461669820361 + }, + { + "status": "success", + "filename": "01030000000097.pdf", + "markdown": "Now, how do we solve for the game's analytical equilibrium? 12\n\n\n\nHere, Player 2 applies backward induction to find what's known as a Perfect Bayesian Equilibrium (PBE). As we already know, if Player 2 is the weak type and Player 1 has chosen to invade, then Player 2 should concede. If he is the strong type, then Player 2 should fight. We also know that Player 1 recognizes that she gets a payoff of $0 if she concedes in the first round, regardless of Player 2's type. If she instead chooses to invade in the first round, then Player 1's expected payoff from invading is . This is merely the weighted average of Player 1's expected payoff when Player 2 is weak and her expected payoff when Player 2 is strong. Thus, invade is a better strategy than concede for Player 1 when . In other words, if the probability that Player 1 assigns to Player 2 being weak is greater than one-sixth, Player 1 should choose to invade in the first round. Otherwise, Player 1 should concede and be done with it.\n\nWhat's the outcome when you and your classmates play this more complicated version of the Escalation Game?\n\n## BURNING BRIDGES GAME\n\nThis game shares starkly similar features with the Escalation Game, but there is no uncertainty (thus, the analytical equilibrium is an SPE rather than a PBE). The SPE has much to say about the relationship between two tenacious competitors. Spaniel (2011) portrays the game as follows:\n\n12. This equilibrium is known as a Perfect Bayesian Equilibrium (PBE) rather than an SPE because of the uncertainty that at least one of the players is forced to contend with. Similar to Nash, Thomas Bayes is considered a towering figure. He was an 18th-century English statistician, philosopher, and Presbyterian minister who is known for formulating a specific case of the theorem that bears his name: Bayes Theorem. Bayes never published his theory himself-his notes were edited and published posthumously.", + "processing_time": 0.7273707090062089, + "client_elapsed": 0.7293946249992587 + }, + { + "status": "success", + "filename": "01030000000098.pdf", + "markdown": "- one of the two players is allowed to communicate with the other player (i.e., there is 'one-way communication') the players coordinate their choices 96% of the time! However, with simultaneous two-way communication between the two players, they coordinate only 42% of the time! Explain what happened.\n10. We demonstrated how to solve for the Penalty Kick game's mixed-strategy equilibrium. Suppose you were new to the game of soccer (or football) and assigned to play the goalie position. After watching the following YouTube video, what strategy might make the most sense for you to adopt on penalty kicks: https://www.youtube.com/watch?v=3yWZZR9ZodI.\n11. The map below identifies (with red markers) the locations of gas stations in Salt Lake City, Utah (Utah's capital city). Do these gas station locations depict a pure strategy equilibrium for the Hotelling Game? Explain.\n\n\n\nSource: Google\n\nMaps\n\n12. In this chapter, we learned that when an individual acquires private information about something, this added information does not necessarily make the individual better off. In particular, when an individual (say, Player 1) acquires private information about something of common interest to both himself and another individual (say, Player 2), and Player 2 knows Player 1 has acquired this private information, Player 1 could actually be made worse off as a result of Player 2 changing her strategy in response to the fact that she knows Player 1 now has additional information. Whew! Can you think of a real-life example where the acquisition", + "processing_time": 1.0025221669930033, + "client_elapsed": 1.0050982079701498 + }, + { + "status": "success", + "filename": "01030000000099.pdf", + "markdown": "(Pope and Schweitzer 2011)\n\n\n\nTo reiterate, this study's main econometric results reveal a negative effect on sinking a putt when the typical golfer is putting for birdie, and a positive effect on putting for bogey. Consistent with the previous graphs, these numerical results suggest that the typical professional golfer is more likely to sink a put for bogey and less likely to sink the putt for birdie (i.e., the typical golfer is indeed loss averse). 10\n\n## ARE CIGARETTE SMOKERS HYPERBOLIC TIME DISCOUNTERS?\n\nRecall from Chapter 4 the distinction between time-consistent exponential time discounters ( Homo economicus ) and potentially time-inconsistent hyperbolic discounters ( Homo sapiens ). The discounting time paths for exponential versus hyperbolic discounting looked like this:\n\n10. A negative effect associated with putting for double bogey suggests that the typical golfer suppresses his inclination for loss aversion when putting for a score worse than bogey.", + "processing_time": 0.9469341250369325, + "client_elapsed": 0.9490591660141945 + }, + { + "status": "success", + "filename": "01030000000100.pdf", + "markdown": "\n\n## (Yoeli et al. 2013)\n\nOn a final note, Yoeli et al. provide evidence that indirect reciprocity among Homo sapiens is unique to public goods. Their hypothesis is that choosing not to participate in a demand response program should carry the threat of social sanctions only if participation is considered to be for the public good. To test their hypothesis, the authors solicited an additional 1,000 customers with exactly the same treatments as described above, except that the informational materials the customers received ahead of time to entice them to participate in the demand response program were stripped of any language", + "processing_time": 1.66906529199332, + "client_elapsed": 1.672850999981165 + }, + { + "status": "success", + "filename": "01030000000101.pdf", + "markdown": "[markets] build loyalty and-more important-make people want to extend themselves to the degree that corporations need today: to be flexible, concerned, and willing to pitch in. That's what a social relationship delivers.' (page 90)\n\nHence, in the less-predictable world of Homo sapiens , businesses must decide the extent to which they participate with their employees and customers in monetary and/or social markets.\n\nAs a follow-on to Heyman and Ariely's (2004) experiments exploring the payment-effort trade-off, Vohs et al. (2006) sought to understand the behavioral psychology underscoring the trade-off. In its most general terms, the authors' hypothesis is that money makes Homo sapiens feel self-sufficient and behave accordingly. When reminded of money, people desire to be free from dependency upon others and prefer that others not depend upon them. Vohs et al. designed several experiments to test this hypothesis from a variety of angles.\n\nIn one experiment, the authors found that participants (a sample of University of Minnesota students) who were reminded about money-both Monopoly money and real money-in the context of a series of word descrambling tasks worked longer at the tasks than participants in a non-moneyprimed control group before requesting help from the experimenter. 25 In subsequent experiments with different groups of students, Vohs et al. found that (1) participants in a high-money treatment worked significantly longer than participants in a low-money treatment before asking for help from another available participant, (2) participants in a money-primed treatment volunteered to help code fewer data sheets than did participants in the non-money-primed control condition, (3) participants in a high-money treatment volunteered to gather fewer pencils that had spilled onto the floor than did participants in a low-money treatment, and (4) participants in a money-primed treatment donated significantly less money to a university student fund than participants in the non-money primed control. Three final experiments tested the effects of money on social intimacy, desire to engage in leisure activities alone, and preference to work alone. As expected, participants who were primed with money ahead of time were subsequently less socially intimate and exhibited a stronger preference for engaging in leisure activities and working alone.\n\nSo yes, Vohs et al.'s experiments suggest that money makes Homo sapiens feel self-sufficient and behave accordingly.\n\n## PRICE AND THE PLACEBO EFFECT\n\nIs it possible that the magnitudes of placebo effects experienced by Homo sapiens (e.g., through medical therapies or medications) are somehow influenced by the prices we pay for them? To investigate this possibility, Waber et al. (2008) studied the effect of price on a group of Homo sapiens ' analgesic responses to placebo pills. Over 80 healthy volunteers in Boston, MA were recruited via an online advertisement to participate in a field experiment where each participant was informed by a brochure about a purported new opioid analgesic recently approved by the Food and Drug Administration. The opioid was described as similar to codeine but with a faster onset time. In reality, and not disclosed to the participants, the pill was a placebo. After randomization, half of the participants were informed that the drug had a regular price of $2.50 per pill ('regular price'), and half of the participants that\n\n25. The descrambling task consisted of 30 sets of five jumbled words. Participants created sensible phrases using four of the five words. In the control and play-money treatment, the phrases primed neutral concepts (e.g., 'cold it desk outside is' became 'it is cold outside'). In the real-money treatment, 15 of the phrases primed the concept of money (e.g., 'high a salary desk paying' became 'a high-paying salary'), whereas the remaining 15 were neutral phrases. Participants in the playmoney treatment were primed with money by a stack of Monopoly money in their visual periphery while completing the neutral descrambling task.\n\n220 ARTHUR J. CAPLAN", + "processing_time": 0.29453854099847376, + "client_elapsed": 0.29735820897622034 + }, + { + "status": "success", + "filename": "01030000000102.pdf", + "markdown": "\n\n## (Kaza et al. 2018)\n\nCanada is currently the world's largest producer of MSW per capita. At slightly more than 36 metric tons per person per year, Canadians generate roughly 10 tons more MSW per person annually than the next highest garbage producers, Bulgarians and Americans (Tiseo, 2021). Summiting a list like this is obviously not in any country's best interest-there are no kudos for reaching the top of the heap, so to speak. Is it therefore possible that those nations reaching the top will take the lead in reversing course?\n\nHalifax is one Canadian city that apparently has. On August 1st, 2015, the city began providing a 'green nudge' to citizens living in its urban core area with the introduction of the Clear Bag Policy, a policy designed to nudge households toward more responsible sorting of their waste, which, in turn, would result in an overall reduction in the total amount of waste generated. As Akbulut-Yuksel and Boulatoff point out, under the new policy, households were mandated to replace their black garbage bags, traditionally used for the disposal of their refuse, with clear, transparent bags. The Clear Bag Policy allowed households to put out the same number of garbage bags at the curb (six every other week), but all waste destined for the landfill was required to be disposed of in a clear bag (except for one dark bag permitted for privacy's sake). This allowed waste collectors to screen and refuse any bags containing materials that should otherwise have been diverted from the landfill, such as recyclables, food waste, and hazardous waste. Clear bags also made apparent to everyone, neighbors and passersby alike, a given household's waste-generation and disposal habits. 33\n\nTo test the Clear Bag Policy's impact on a typical household's generation of MSW, Akbulut-Yuksel and Boulatoff designed a quasi-experiment spanning the period from January 6, 2014, to July 28, 2017, with January 6, 2014, to July 31, 2015, serving as the pre-treatment period and August 1, 2015, to July 28, 2017, serving as the post-treatment period. MSW data collected during this time span\n\n33. As Akbulut-Yuksel and Boulatoff point out, Halifax households are required to sort waste in four ways: (1) recyclable containers (plastics, glass, and aluminum) are put in a transparent blue bag, (2) paper and cardboard are put in a separate bag, (3) organic food waste goes in a green bin provided by the city, and (4) the remaining waste (refuse) goes into garbage bags. Recyclable materials are collected each week, while garbage and organic waste are each collected every other week on opposite weeks (except in the summer months when, thank goodness, organic waste is collected on a weekly basis). 234 ARTHUR J. CAPLAN", + "processing_time": 0.9510677079670131, + "client_elapsed": 0.9529426250373945 + }, + { + "status": "success", + "filename": "01030000000103.pdf", + "markdown": "## СREATING SLIDES\n\n\n\n\n\n\n\n\n\n\n\n\n\n## 01 - Find Open Educational Resources\n\nStart by searching for information on platforms like OER Commons, where authors share their materials freely, ensuring no copyright issues.\n\n## 02- Prepare Your Content\n\nSummarize or extract the key points from the materials you've found. This will be the content for your slides.\n\n## 03- Generate Slides with ChatGPT\n\nProvide the summarized content to ChatGPT and instruct it to create a structured outline for Google Slides, including titles, main points, and any specific instructions for slide design.\n\n## 04 - Create App Script Code\n\nAfter finalizing the slide structure, ask ChatGPT to generate a Google Apps Script code that can create these slides automatically.\n\n## 05 - Execute in Google Apps Script\n\nOpen Google Apps Script, start a new project, and paste the code provided by ChatGPT. Run the script to auto-generate your slide deck.\n\n## 06 - Edit and Customize\n\nOnce the slides are created, you can further edit and customize them in Google Slides according to your needs.\n\nINTERESTED IN FREE AI-CONSULTANCE OR\n\nCOLLABORATION WITH US?\n\nEMAIL REBECCA.ALLEN@MSJ.EDU F OR MORE INFORMATION\n\n", + "processing_time": 0.30621358403004706, + "client_elapsed": 0.30915991601068527 + }, + { + "status": "success", + "filename": "01030000000104.pdf", + "markdown": "\n\nAn overview of each actor's role in this ecosystem is described below.\n\n## Publishers\n\nPublishers work to 'make public' scholarly work in the form of textbooks, journals, and monographs, and represent a wide range of publishing approaches, business models, budgets, and institutional affiliations. With our focus on monographs, the two most significant groups are large commercial publishers and university presses. These publish the vast majority of monographs in circulation, although in recent years, smaller open access publishers have also begun to emerge.\n\nThe role of publishers includes (among other things):\n\n- acquisitions and list curation\n- editorial work and coordinating peer review\n- design and production (for various formats, typically: print, digital PDF, and EPUB)\n- distribution and marketing of finished products into various channels (libraries, aggregators, stores) where readers can access books", + "processing_time": 0.6657582079642452, + "client_elapsed": 0.6678480840055272 + }, + { + "status": "success", + "filename": "01030000000105.pdf", + "markdown": "## The Scholarly Publishing Cycle\n\nHaving explored the scholarly publishing ecosystem and its primary relationships, we can update the cycle as follows:\n\n\n\nOur project set out to explore and address the shortfall in serving the scholarly reader identified in this section. This shortfall is made clear in two connected points:\n\n- Scholarly readers are not just content consumers; scholarly reading is an act of creation as well.\n- Publishers and aggregators are not incentivized to create better tools to support scholarly reading.\n\nFrom here, this report will consider the experiences of publishers, librarians and readers through a synthesis of interviews conducted with several members of each group, as well as a short online survey aimed at readers. We will then share some of our own philosophy on the future of scholarly reading, then detail the path forward we see for our own work in the area.", + "processing_time": 0.7533340000081807, + "client_elapsed": 0.7560434169718064 + }, + { + "status": "success", + "filename": "01030000000106.pdf", + "markdown": "An example of a conceptual map created by one of our interviewees\n\n\n\nIt seemed at times that the remarkable freedom of writing freeform allowed these languages to form, but it was difficult, if not impossible, to replicate that freedom on available digital tools. Printing out articles or chapters of interest and annotating them with pen or pencil is still seen as the way to go by many. Having physical copies on hand also means easier management as this benefits from the very natural use of space for arranging things, e.g.: 'The pile on the right contains my primary sources; on the left are things I've flagged as potentially interesting and to revisit.' Often mentioned was the use of digital editions for quick consultation and search, but print versions for in-depth reading and annotation. Most collect important works in print.\n\nWhile some note taking did take place alongside annotation, each of our researchers would reach a point where they needed to take the texts they had read and turn the notes, quotes, and other takeaways into something they could then begin to incorporate into their writing. Again, the approaches to this varied widely, and depended on the tools used initially. Some would take handwritten annotations and highlighting and type them into a word processor. Others would export annotations from tools in whatever", + "processing_time": 1.3045852079521865, + "client_elapsed": 1.3078765840036795 + }, + { + "status": "success", + "filename": "01030000000107.pdf", + "markdown": "## Print vs. Digital\n\nWhy do some researchers abhor digital and favor print, or vice-versa? The classic print vs. digital debate was necessary for us to understand readers' preferences with each\n\nQ11 What factors influence your choice of print? (select all that apply)\n\n\n\nformat.\n\nQ12 What factors influence your choice of digital? (select all that apply)\n\n", + "processing_time": 1.748642332968302, + "client_elapsed": 1.7509942089673132 + }, + { + "status": "success", + "filename": "01030000000108.pdf", + "markdown": "## CONTENTS\n\n| About the Publisher | vii |\n|--------------------------------------------------|-------|\n| About This Project | ix |\n| Acknowledgments | xi |\n| LABMANUAL | |\n| Experiment #1: Hydrostatic Pressure | 3 |\n| Experiment #2: Bernoulli's Theorem Demonstration | 13 |\n| Experiment #3: Energy Loss in Pipe Fittings | 24 |\n| Experiment #4: Energy Loss in Pipes | 33 |\n| Experiment #5: Impact of a Jet | 43 |\n| Experiment #6: Orifice and Free Jet Flow | 50 |\n| Experiment #7: Osborne Reynolds' Demonstration | 59 |\n| Experiment #8: Free and Forced Vortices | 66 |\n| Experiment #9: Flow Over Weirs | 76 |\n| Experiment #10:Pumps | 84 |\n| References | 101 |\n| Links by Chapter | 102 |\n| Image Credits | 104 |\n\nvii", + "processing_time": 0.8135363340261392, + "client_elapsed": 0.8169940420193598 + }, + { + "status": "success", + "filename": "01030000000109.pdf", + "markdown": "the jet velocity can be assumed to remain constant. Therefore, the horizontal distance traveled by jet (x) in time (t) is equal to:\n\nThe vertical component of the trajectory of the jet will have a constant acceleration downward due to the force of gravity. Therefore, at any time, t, the y-position of the jet may be calculated as:\n\nRearranging Equation (8) gives:\n\nSubstitution of t and v from Equations 9 and 2 into Equation 7 results in:\n\nEquations (10) can be rearranged to find C v:\n\nTherefore, for steady flow conditions (i.e., constant h in the head tank), the value of C v can be determined from the x, y coordinates of the jet trajectory. A graph of x plotted against will have a slope of 2 C v .\n\n## 7.2. DETERMINATION OF THE COEFFICIENT OF DISCHARGE\n\nIf C d is assumed to be constant, then a graph of Q plotted against (Equation 6) will be linear, and the slope of this graph will be:", + "processing_time": 0.293542500003241, + "client_elapsed": 0.2951410409878008 + }, + { + "status": "success", + "filename": "01030000000110.pdf", + "markdown": "in the flow. There is also a transitional stage between laminar and turbulent flows, in which the dye stream will wander about and show intermittent bursts of mixing, followed by a more laminar behavior.\n\nThe Reynolds number ( Re ), provides a useful way of characterizing the flow. It is defined as:\n\nwhere ( ) is the kinematic viscosity of the water (Figure 7.2), v is the mean flow velocity and d is the diameter of the pipe.\n\nThe Reynolds number is a dimensionless parameter that is the ratio of the inertial (destabilizing) force to the viscosity (stabilizing) force. As Re increases, the inertial force becomes relatively larger, and the flow destabilizes and becomes fully turbulent.\n\nThe Reynolds experiment determines the critical Reynolds number for pipe flow at which laminar flow ( Re<2000 ) becomes transitional ( 2000<Re<4000 ) and the transitional flow becomes turbulent ( Re>4000 ). The advantage of using a critical Reynolds number, instead of critical velocity, is that the results of the experiments are applicable to all Newtonian fluid flows in pipes with a circular crosssection.\n\nFigure 7.2: Kinematic Viscosity of Water at Atmospheric Pressure.\n\n\n\n| Temperature (degree C) | Kinematic viscosity v (m2 /s) | Temperature (degree C) | Kinematic viscosity v (m Is) |\n|--------------------------|---------------------------------|--------------------------|--------------------------------|\n| 0 | 1.793E-06 | 25 | 8.930E-07 |\n| | 1.732E-06 | 26 | 8.760E-07 |\n| 2 | 1.674E-06 | 27 | 8.540E-07 |\n| | 1.619E-06 | 28 | 8.360E-07 |\n| | 1.522E-06 | 29 | 8.180E-07 |\n| | 1.520E-06 | 30 | 8.020E-07 |\n| ; | 1.474E-06 | 31 | |\n| | 1.429E-06 | 32 | 7.690E-07 |\n| 8 | 1.386E-06 | 33 | 7.530E-07 |\n| 9 | 1.346E-06 | 34 | 7.380E-07 |\n| 10 | 1.307E-06 | 35 | 7.240E-07 |\n| 11 | 1.270E-06 | 36 | 7.110E-07 |\n| 12 | 1.235E-06 | 37 | 6.970E-07 |\n| 13 | 1.201E-06 | 38 | 6.840E-07 |\n| 14 | 1.169E-06 | 39 | 6.710E-07 |\n| 15 | 1.138E-06 | 40 | 6.58OE-07 |\n| 16 | 1.108E-06 | | 6.020E-07 |\n| 17 | 1.080E-06 | 50 | 5.540E-07 |\n| 18 | 1.053E-06 | 55 | 5.110E-07 |\n| 19 | 1.027E-06 | 60 | 4.760E-07 |\n| 20 | 1.002E-06 | 65 | 4.430E-07 |\n| 21 | 9.780E-07 | 70 | 4.130E-07 |\n| 22 | | 75 | 3.860E-07 |\n| 23 | 9.330E-07 | 80 | 3.630E-07 |\n| 24 | 9.110E-07 | 85 | 3.420E-07 |", + "processing_time": 2.6104655410163105, + "client_elapsed": 2.6128973750164732 + }, + { + "status": "success", + "filename": "01030000000111.pdf", + "markdown": "Figure 8.1: a) P6238 CUSSONS free and forced vortex apparatus, b) push-in orifices, c) free vortex measuring caliper, d) force vortex measuring probes\n\n\n\n## 7. THEORY\n\nTwo types of vortices are distinguished in the dynamics of the motion: forced and free vortices. The forced vortex is caused by external forces on the fluid, such as the impeller of a pump, and the free vortex naturally occurs in the flow and can be observed in a drain or in the atmosphere of a tornado.\n\n## 7.1. FREE VORTEX\n\nA free vortex is formed when water flows out of a vessel through a central hole in the base (Figure 8.2). The degree of the rotation depends on the initial disturbance. In a free cylindrical vortex, the velocity varies inversely with the distance from the axis of rotation (Figure 8.3).\n\nThe equation governing the surface profile is derived from the Bernoulli's theorem:\n\nSubstituting Equation (1) into (2) will give a new expression:\n\nor:", + "processing_time": 0.8135755420080386, + "client_elapsed": 0.8158591669634916 + }, + { + "status": "success", + "filename": "01030000000112.pdf", + "markdown": "- Adjust the point gauge to read 10 mm greater than the datum.\n- Record the reading as h .\n- Turn on the pump, and slightly adjust the flow until the water level coincides with the point gauge. Check that the level has stabilized before taking readings.\n- Measure the flow rate using the volumetric tank.\n- Observe the shape of the nappe and take pictures of it.\n\nNote : The surface of the water will fall as it approaches the weir. This is particularly noticeable at high flow rates by high heads. To obtain an accurate measurement of the undisturbed water level above the crest of the weir, it is necessary to place the measuring gauge at a distance of at least three times the head above the weir.\n\n- Increase the flow by opening the bench regulating valve to set the heads above the datum level in 10 mm increments until the regulating valve is fully open. Take care not to allow spillage to occur over the plate top that is adjacent to the notch. At each condition, measure the flow rate and observe the shape of the nappe.\n\nNote : To obtain a sufficiently accurate result, collect around 25 liters of water each time, or collect the water for at least 120 seconds.\n\n- Close the regulating valve, stop the pump, and then replace the weir with the V-notch.\n- Repeat the experiment with the V-notch weir plate, but with 5 mm increments in water surface elevation.\n- Collect seven head and discharge readings for each weir.\n\nFigure 9.3: Position of the notch and Vernier height gauge to set the datum.\n\n", + "processing_time": 0.710110749991145, + "client_elapsed": 0.7130190000170842 + }, + { + "status": "success", + "filename": "01030000000113.pdf", + "markdown": "## Table of Contents\n\n| Measurement Lab worksheet...................................................................................... 3 |\n|-----------------------------------------------------------------------------------------------------------------------------|\n| Scientific Method Lab.................................................................................................. 6 |\n| Chemistry of the Cell ~ But this is biology!........................................... 9 |\n| Biological Macromolecules and Their Indicators............................. 10 |\n| Worksheet for Chemistry of the Cell....................................................... 12 |\n| How molecules move in a liquid............................................................................. 12 |\n| How molecules move in a solid.............................................................................. 12 |\n| Introduction to Light Microscopes:........................................................................... 16 |\n| CellularBiology……………………………………………………………………………………………32 |\n| A cell is the smallest unit of life known to our planet................... 33 |\n| Cellular Microscopy......................................................................................... 34 |\n| Viewing prepared slides under a microscope................................. 34 |\n| Cellular Biology Worksheet....................................................................................... 35 |\n| Osmosis and Diffusion ............................................................................................... 39 |\n| Enzymatic Activity Lab.............................................................................................. 45 |\n| Cellular Respiration Lab............................................................................................ 49 |\n| Photosynthesis Lab ................................................................................................... 61 |\n| Observing Stomata, Guard Cells and Chloroplasts............................................. 65 |\n| Cellular Replication ................................................................................................... 66 |\n| Growth and the Creation of Life......................................................................... 66 |\n| Visualizing the Cell Cycle, Mitosis, and Meiosis............................................. 67 |\n| Whenitall goes wrong…..................................................................................... 68 |\n| Cellular Replication Worksheet ......................................................................... 69 |\n| Mammalian Gametogenesis .............................................................................. 72 |\n| Genetic Crosses......................................................................................................... 75 |\n| MENDELIAN GENETICS, PROBABILITY, PEDIGREES ANDCHI-SQUARE STATISTICS . 80 |\n| Chi-Square Data Table................................................................................................... 92 |", + "processing_time": 0.8754614160279743, + "client_elapsed": 0.8862594999955036 + }, + { + "status": "success", + "filename": "01030000000114.pdf", + "markdown": "| Genetics Lab - Blood Disorders.............................................................................. 94 |\n|----------------------------------------------------------------------------------------------------------------------------|\n| Human Traits Governed by Mendelian Genetics................................................... 97 |\n| 1. Record your phenotype and genotype for the following Mendelian traits:.. 97 |\n| Human Traits not Governed by Mendelian Genetics............................................ 98 |\n| Human Genetics Problems................................................................................... 100 |\n| Pedigree Analysis ................................................................................................. 102 |\n| Practice Problems................................................................................................. 102 |\n| Lab Materials......................................................................................................... 104 |\n| Contributors and Attributions .............................................................................. 104 |\n| From Gene to Protein via Transcription and Translation.................................... 105 |", + "processing_time": 0.551452582993079, + "client_elapsed": 0.5562137499800883 + }, + { + "status": "success", + "filename": "01030000000115.pdf", + "markdown": "5. Sample problem: If the ocular has a 10x lens and the objective has a 45x lens the total magnification is 10 x 45 = 450x\n\n## Changing objectives:\n\n1. When changing objectives from scanning power to lower power to high power the following changes will occur:\n- a. The size of the field of view decreases\n- b. The field of view becomes darker\n- c. The size of the image increases\n- d. The resolution (ability to see detail) increases\n- e. The working distance between the slide and the objective lens decreases\n- f. The depth of focus (thickness of the specimen that is visible) is reduced\n2. When changing from scanning to low power the field of view gets smaller. In fact, every time you increase the power of the objective, the field gets smaller.\n\n## Steps for Using the Microscope:\n\n1. Place the slide on the stage lining it up with the rectangle and using the stage clip to hold it in place.\n2. Click the nosepiece to the lowest (shortest) setting, the scanning objective lens or 4x .\n3. Look into the eyepiece.\n4. Use the coarse adjustment knob to bring the specimen into view. The specimen must be in focus before moving to the next steps.\n5. Rotate the nosepiece to the low-power objective or 10x .\n6. Refocus using the coarse adjustment knob.\n7. Move the slide to get a centered view.\n8. Now use the fine adjustment knob to get the specimen in perfect focus.\n9. Your slide MUST be focused on low power before attempting this next step.\n\n", + "processing_time": 0.4603464999818243, + "client_elapsed": 0.46364358300343156 + }, + { + "status": "success", + "filename": "01030000000116.pdf", + "markdown": "- Transfer pipettes\n- Test tube rack\n- 4 large (20 ml) test tubes or small Erlenmeyer flasks for larger volumes\n- Large plastic tray\n- Masking tape or lab tape\n- Large weigh boat (4/group)\n- Metric ruler\n- Electronic balance\n- Spatula\n- Weigh paper\n- Red food coloring (optional)\n\nFigure 3. Saccharometer\n\n\n\nTable 2. Contents of Saccharometers when testing fermentation with various yeast concentrations.\n\n| Saccharometer | DI Water | Glucose Solution | Yeast Suspension |\n|-----------------|------------|--------------------|--------------------|\n| 1 | *8 ml | *6 ml | 0 ml |\n| 2 | *12 ml | 0 ml | *2 ml |\n| 3 | *6 ml | *6 ml | *2 ml |\n| 4 | *2 ml | *6 ml | *6 ml |\n\n## *Double these amounts if using saccharometers that have a 15-cm vertical tube. See table below\n\n## Saccharometer DI Water Glucose Solution Yeast Suspension\n\n1\n\n16 ml\n\n12 ml\n\n0 ml", + "processing_time": 0.7530238750041462, + "client_elapsed": 0.7563253329717554 + }, + { + "status": "success", + "filename": "01030000000117.pdf", + "markdown": "## Saccharometer DI Water Glucose Solution Yeast Suspension\n\n| 24 ml | 0 ml | 4 ml |\n|---------|--------|--------|\n| 12 ml | 12 ml | 4 ml |\n| 4 ml | 12 ml | 12 |\n\n## Employing Steps in the Scientific Method:\n\n1. Record the Question that is being investigated in this experiment.\n\n\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\n\n2. Record a Hypothesis for the question stated above.\n\n\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\n\n3. Predict the results of the experiment based on your hypothesis (if/then).\n\n\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\\_\n\n4. Perform the experiment below and collect your data.\n\n## Procedure:\n\n1. Prepare yeast suspension: Add 7 grams yeast to 50 ml warm tap water. Stir to mix. Alternatively, you can use the yeast suspension from Part 2. Optional: Add a few drops of red food coloring to the yeast to increase contrast, allowing easier measuring of the height of yeast in saccharometers.\n2. Label 4 test tubes and 4 saccharometers # 1- 4. Use a transfer pipette to add the appropriate amount of glucose and distilled water listed in Table 2 to the corresponding labeled test tubes.\n3. Use a transfer pipette to add the appropriate amount of yeast solution listed in Table 1 to the corresponding labeled test tubes. It is important to work carefully and quickly after adding the yeast solution to the glucose and water.\n4. Carefully pour the contents of the test tubes into the correspondingly labeled saccharometer, ensuring that the solutions are well mixed.\n5. Carefully tilt the saccharometers to allow any air bubbles that are trapped in the arms of the vertical tube to escape.\n6. Begin the timer for the experiment and measure the size of any bubbles (in mm) that are trapped in the vertical arms of the saccharometers. Record this measurement as the 0 time point.\n7. Position the saccharometers on the large plastic tray, positioning them around a plastic weigh boat to catch any fermentation overflow that may occur.\n\n12 ml", + "processing_time": 0.5569279170013033, + "client_elapsed": 0.5600168750388548 + }, + { + "status": "success", + "filename": "01030000000118.pdf", + "markdown": "## Cellular Replication\n\n\n\n## Growth and the Creation of Life\n\nOne of the characteristics of living things is the ability to replicate and pass on genetic information to the next generation. Cell division in individual bacteria and archaea usually occurs by binary fission. Mitochondria and chloroplasts also replicate by binary fission, which is evidence of the evolutionary relationship between these organelles and prokaryotes.\n\nCell division in eukaryotes is more complex. It requires the cell to manage a complicated process of duplicating the nucleus, other organelles, and multiple linear chromosomes. It is controlled in the cell cycle, which is divided into three parts: interphase, mitosis, and cytokinesis. We spilt those further for ease of study. Let's start with interphase, which is broken into three stages. In the first growth phase (G1), the cell grows and prepares to duplicate its DNA. In the synthesis phase (S), the chromosomes are replicated. In the second growth phase (G2), the cell prepares to divide.\n\n\n\nCellular Cycle and Replication\n\nA step by step guide to growing a human!\n\n\n\nMitosis and Meiosis Similiar processes with VERY different results!\n\n", + "processing_time": 0.8586356660234742, + "client_elapsed": 0.8619692079955712 + }, + { + "status": "success", + "filename": "01030000000119.pdf", + "markdown": "chromosome. Meiosis and mitosis are both nuclear divisions that result in new daughter cells. However, the two processes have significant differences. Fill out the following chart comparing the two forms of nuclear division.\n\n| | Mitosis (begins with a single cell) | Meiosis (begins with a single cell) |\n|-------------------------------|---------------------------------------|---------------------------------------|\n| # chromosomes in parent cells | | |\n| # DNA replications | | |\n| # nuclear divisions | | |\n| # daughter cells produced | | |\n| purpose | | |\n\n5. Using your beads, strings, and magnets recreate the process of meiosis. Ensuring you have two different colored beads, demonstrate the process of crossing over. When you think you have it down, flag your instructor over. Have them sign off on your handiwork. Instructor signature:\n\n6. By now hopefully you've noticed that these processes are denoted with '2n' and 'n' in various places. This is a reference to the number of sets of chromosomes that cell has at any given moment. Autosomal human cells are 2n. Gametes are 1n. Mitosis begins with one 2n cell and ends with two 2n cells. Meiosis begins with one 2n cell and ends with 4 1n cells. Sketch those two processes here to show every time the 'n' classification changes. (Hint: draw every step, it'll make your life easier, even if it takes a little bit longer!)", + "processing_time": 0.581731874961406, + "client_elapsed": 0.58339820796391 + }, + { + "status": "success", + "filename": "01030000000120.pdf", + "markdown": "Sickle cell hemoglobin and normal hemoglobin differ in only a single amino acid out of more than 100 amino acids in the complete hemoglobin protein. This difference in a single amino acid results in the different properties of sickle cell hemoglobin compared to normal hemoglobin.\n\nHemoglobin is carried inside red blood cells. Normal hemoglobin dissolves in the watery cytosol of red blood cells. Sickle cell hemoglobin is less soluble in the cytosol because:\n\n- Valine (Val) is much less water-soluble than glutamic acid (Glu).\n- Amino acid 6 is in a crucial location on the outer surface of the hemoglobin protein.\n\nThe chart on the next page shows how the lower solubility of sickle cell hemoglobin results in the symptoms of sickle cell anemia.\n\n\n\n\n\n| Genes in DNA | → | Protein | → | Characteristics |\n|---------------------------------------------------------------------|-----|-------------------------------------------------------------------|-----|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| 2 copies of the allele that codes for normal hemoglobin ( SS ) | → | Normal hemoglobin dissolves in the cytosol of red blood cells. | → | Disk-shaped red blood cells can squeeze through the smallest blood vessels → normal health |\n| 2 copies of the allele that codes for sickle cell hemoglobin ( ss ) | → | Sickle cell hemoglobin can clump in long rods in red blood cells. | → | If sickle cell hemoglobin clumps in long rods → sickle-shaped red blood cells → clogged small blood vessels + fragile red blood cells → pain, damage to body organs + anemia = sickle cell anemia |\n\n29a. Circle the arrows in the chart that represent transcription + translation.\n\n\n\n", + "processing_time": 0.8253053330117837, + "client_elapsed": 0.8280514169600792 + }, + { + "status": "success", + "filename": "01030000000121.pdf", + "markdown": "\n\n16. Place the tubes in a balanced configuration in the microcentrifuge and spin for 3 minutes.\n17. Carefully pour off the supernatant from both tubes. Do not disturb the nucleic acid pellets. Invert the tubes and tap them gently on the surface of a clean paper towel to drain them thoroughly.\n18. Briefly spin the tubes in a balanced configuration in the microcentrifuge to bring any remaining ethanol to the bottom of the tube. Then use the micropipette to remove any remaining ethanol. Use a fresh tip for each tube. Be careful not to disturb the nucleic acid pellet.\n19. Allow the tubes to dry by leaving the tube caps open for 3-5 minutes. Inspect each tube carefully to ensure that the tube interior is completely dry.\n\n***Congratulations, you have just completed the miniprep plasmid DNA extraction!!!***\n\n## Restriction Enzyme Digest Prep (switch to the 1- 20μL micropipette):\n\n20. Use a micropipette to add 10 μL of tris -EDTA solution (TE) to each tube. Use a new tip for each tube. Dissolve the pellets by pipetting in and out. Rinse the sides of the tube several times, concentrating on the area where the nucleic acid pellet or particles were observed. Check that no particles remain in the pipet tip or on the side of the tube. Use the entire contents of each tube in the restriction digest that follows.\n\n## II. Set Up the Restriction Digests of the 'Suspect' and 'Evidence' DNA\n\n| Reagents | Supplies and Equipment |\n|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| At each student station: Resuspended DNAor ethanol precipitates from Part 1* To be shared by all groups: 'Evidence A' DNA* 'Evidence B' DNA* Restriction Buffer- RNase A* BamHI -HindIII restriction enzyme mixture* Sterile distilled or deionized water | Microcentrifuge tube rack 3 1.5-mL microcentrifuge tubes Micropipet, 1- 20 μL Micropipet tips Beaker or similar container for waste Beaker or similar container filled with ice Permanent marker Water bath at 37°C |\n\nNOTE: Your instructor will assign you to use either 'Evidence A' DNA or 'Evidence B' DNA\n\n1. Label the three 1.5-mL microcentrifuge tubes in which you will perform the restriction digests: 'S1' for Suspect 1, 'S2' for Suspect 2, and either 'EA' for Evidence A or 'EB' for Evidence B. All three samples will be digested by the restriction enzymes BamHI and HindIII.\n2. Use the table below (next page) as a checklist while adding reagents to each reaction. Read down each column, adding the same reagent to all appropriate tubes. To avoid cross contamination, use a fresh pipet tip each time you add a reagent to a tube.", + "processing_time": 0.5078537499648519, + "client_elapsed": 0.5108511250000447 + }, + { + "status": "success", + "filename": "01030000000122.pdf", + "markdown": "\n\n| Tube | restriction enzyme mixture | Restriction Buffer-RNase | 1 DNA | Suspect 2 DNA | Evidence A or B | |\n|----------|------------------------------|----------------------------|---------|-----------------|-------------------|------|\n| | 3 pL | | 10 uL | | | 2 pL |\n| 52 | | 3 uL | | 10 uL | | |\n| EA or EB | 3 pL | 3 pL | | | | 2 pL |\n\n3. Mix reagents by pipetting gently up and down.\n4. Incubate all of the reaction tubes for 1 hour at 37 o C.\n\nNOTE: Your instructor will freeze your completed restriction digests at -20 o C until the next lab period.\n\n## III. Electrophorese Digests\n\n## Reagents:\n\n- Restriction digests from Part II, on ice\n- 10x loading dye, 10 𝜇𝜇 L\n\n## Supplies and Equipment\n\n- Gel electrophoresis chamber with agarose gel in gel tray, power supply\n- 1-20 𝜇𝜇 L Micropipette and pipet tips\n\n## Load the Gel\n\n1. Use a micropipette to add 2 𝜇𝜇 L of 10× loading dye to a reaction tube. Use the pipet tip and gently pipet up and down a couple of times to mix the 10× loading dye with the digested DNA. Use a new pipet tip and repeat for each digest.\n2. Use a micropipette to load the contents of each reaction tube (20 𝜇𝜇 L total) into a separate well in the gel. Use a fresh pipet tip for each reaction tube and write down the order in which the samples are loaded.\n\nNOTE: Be careful not to punch the tip of the pipet through the bottom or side of the well.\n\n## While loading,\n\n- steady the pipet over the well using two hands. You may wish to place one or both elbows on the lab bench to steady your hands.\n- be careful to expel any air in the pipet tip end before loading the gel. If an air bubble forms a cap over the well, the sample will flow into the buffer around the edges of the well.", + "processing_time": 1.0780460410169326, + "client_elapsed": 1.0813397499732673 + }, + { + "status": "success", + "filename": "01030000000123.pdf", + "markdown": "## The Data Journey\n\nTo get started, let's consider the data visualization 1 in Figure 1.1 below.\n\n\n\nThe underlying raw data went through many stages before it was presented to you in this data visualization. The information had to be:\n\n- Collected via surveys\n- Inputted into a database\n- Stored on secure servers\n- Cleaned for accuracy and consistency\n- Analyzed to understand the trends\n- Presented as a bar graph\n1. Statistics Canada. Table 32-10-0364-01 Area, production and farm gate value of marketed fruits. Data is reproduced and distributed on an \"as is\" basis with the permission of Statistics Canada. Retrieved January 9th, 2022. DOI: https://doi.org/10.25318/3210036401-eng. Statistics Canada Open Licence: https://www.statcan.gc.ca/en/reference/licence", + "processing_time": 0.5284637919976376, + "client_elapsed": 0.52984595898306 + }, + { + "status": "success", + "filename": "01030000000124.pdf", + "markdown": "\n\n## False Causation\n\nCorrelation does not imply causation.\n\nIf you've ever taken a statistics or data analysis course, you have almost certainly come across this common phrase. It means that, just because two trends seem to fluctuate alongside each other, it doesn't prove that one causes the other or that they are related in a meaningful way.\n\nReview Figure 2.10 23 below, which shows a line graph of the\n\n2. Statistics Canada. Table 37-10-0079-01 Registered apprenticeship training, registrations by major trade groups and sex. Data is reproduced and distributed on an \"as is\" basis with the permission of Statistics Canada. Retrieved February 2nd, 2022. DOI: https://doi.org/ 10.25318/3710007901-eng. Statistics Canada Open Licence: https://www.statcan.gc.ca/en/reference/licence\n3. Statistics Canada. Table 32-10-0364-01 Area, production and farm gate\n\nFigure 2.9. A pie chart displaying 12 categories of television viewing in Ontario in 2004 provides too much visual information , making it hard to read.", + "processing_time": 0.5352244160021655, + "client_elapsed": 0.5367267080000602 + }, + { + "status": "success", + "filename": "01030000000125.pdf", + "markdown": "ways. Review Figure 2.16 8 below, which is a line graph of the percentage of Canadian vs. foreign television programmes watched in New Brunswick from 2000 to 2004. Because of the similar colours of the lines, it is difficult for the reader to understand which line graph corresponds to which colour from the legend.\n\n8. Statistics Canada. Table 22-10-0097-01 Television viewing time of all television stations, by province, content and type of programme. Data is reproduced and distributed on an \"as is\" basis with the permission of Statistics Canada. Retrieved February 2nd, 2022. DOI: https://doi.org/ 10.25318/2210009701-eng. Statistics Canada Open Licence: https://www.statcan.gc.ca/en/reference/licence", + "processing_time": 0.18990462500369176, + "client_elapsed": 0.19078983296640217 + }, + { + "status": "success", + "filename": "01030000000126.pdf", + "markdown": "\n\n## Closure\n\nClosure refers to our mind completing missing portions of a design. There must be enough parts available for the image to be 'filled in'; if the image is too abstract, there are minimal reference points for the mind to complete it. See Figure 4.4 4 for an example of how our mind automatically imagine a line connecting the 2 broken ones.\n\n4. Statistics Canada. Table 18-10-0002-01 Monthly average retail prices for food and other selected products. Data is reproduced and distributed on an \"as is\" basis with the permission of Statistics Canada. Retrieved February 2nd, 2022. DOI: https://doi.org/10.25318/1810000201-eng. Statistics Canada Open Licence: https://www.statcan.gc.ca/en/ reference/licence", + "processing_time": 0.43045508302748203, + "client_elapsed": 0.43164533301023766 + }, + { + "status": "success", + "filename": "01030000000127.pdf", + "markdown": "| Year | 3-Year | 5-Year | 7-Year |\n|--------|----------|----------|----------|\n| 1 | 33.0% | 20.00% | 14.29% |\n| 2 | 44.45% | 32.00% | 24.49% |\n| 3 | 14.81% | 19.20% | 17.49% |\n| 4 | 7.41% | 11.52% | 12.49% |\n| 5 | | 11.52% | 8.93% |\n| 6 | | 5.76% | 8.93% |\n| 7 | | | 8.93% |\n| 8 | | | 4.46% |\n\nSuppose your business just purchased a $100,000 asset that has a 3-year useful life, and falls into 3-year class of assets. Using the SL method, the depreciation expense each year for the next 3 years would be:\n\n| Year | Recovery Rate | Unadjusted Basis | Depreciation Expense | Accumulated Depreciation |\n|--------|-----------------|--------------------|------------------------|----------------------------|\n| 1 | 0.1667 | $100,000 | $16,670 | $16,670 |\n| 2 | 0.3333 | $100,000 | $33,330 | $50,000 |\n| 3 | 0.3333 | $100,000 | $33,330 | $88,330 |\n| 4 | 0.1667 | $100,000 | $16,670 | $100,000 |\n\nNote that the book value or basis of the asset (acquisition cost - accumulated depreciation) would be $0 after it has been fully depreciated at the end of 4 years. Because of the half-year convention, it takes 4 years to depreciate the asset, even though it falls into the 3-year classification.\n\nDepreciation expense for the same asset using the MACRS method would be calculated as:\n\n| Year | Recovery Rate | Unadjusted Basis | Depreciation Expense | Accumulated Depreciation |\n|--------|-----------------|--------------------|------------------------|----------------------------|\n| 1 | 0.3333 | $100,000 | $33,333 | $33,333 |\n| 2 | 0.4445 | $100,000 | $44,450 | $77,780 |\n| 3 | 0.1481 | $100,000 | $14,810 | $92,950 |\n| 4 | 0.741 | $100,000 | $7,410 | $100,000 |\n\nNote again that the depreciation expense using MACRS is higher in the early years and lower in later years than with the SL method and that the book value after 4 years is again zero. Businesses often use MACRS for tax purposes and SL for profit reporting. Can you think of any reasons why?\n\nSome businesses that invest small amounts in capital assets are allowed to deduct up to $1,000,000 of the cost of acquired depreciable property as a current expenditure instead of a capital expenditure. This is known as direct expensing, and is available only to businesses that don't make large capital purchases each year. The allowable expensing amount is reduced by one dollar for each dollar of capital investment expenditure over $2,500,000 during the year. Other restrictions also apply.", + "processing_time": 1.4266377920284867, + "client_elapsed": 1.4283636669861153 + }, + { + "status": "success", + "filename": "01030000000128.pdf", + "markdown": "| | A | B | C | D | E |\n|----|------|----------|--------------------|----------------------------------|----------------------------------|\n| 1 | time | observed | Forecast(observed) | Lower Confidence Bound(observed) | Upper Confidence Bound(observed) |\n| 2 | 0 | 13 | | | |\n| 3 | 1 | 12 | | | |\n| 4 | 2 | 13.5 | | | |\n| 5 | 3 | 15 | | | |\n| 6 | 4 | 16 | | | |\n| 7 | 5 | 18 | | | |\n| 8 | 6 | 17.5 | | | |\n| 9 | 7 | 17.9 | 17.90 | 17.90 | 17.90 |\n| 10 | 8 | | 19.73214458 | 17.99 | 21.47 |\n| 11 | 9 | | 21.59962998 | 19.81 | 23.39 |\n| 12 | 10 | | 21.62645857 | 19.78 | 23.47 |\n| 13 | 11 | | 22.85993116 | 20.96 | 24.76 |\n| 14 | 12 | | 24.72741656 | 22.78 | 26.68 |\n| 15 | 13 | | 24.75424515 | 22.75 | 26.75 |\n\nFigure 13.3. Graph of Projection Estimates Open Template in Microsoft Excel\n\n\n\nHaving obtained price forecasts, our next step would be to re-estimate CR for GCS based on the forecasted prices. In addition, we may use the confidence interval forecasts to find a most optimistic forecast using the upper confidence interval forecasts and a pessimistic forecast using the lower bound forecasts.", + "processing_time": 1.61886929202592, + "client_elapsed": 1.6203989170026034 + }, + { + "status": "success", + "filename": "01030000000129.pdf", + "markdown": "\n\nn the case that the distributions were identically distributed with expected value and variance of and , each partner would face the same expected value as before, . But, the variance of their individual earnings would be , half of what it was before without combining their businesses. Furthermore, the standard deviation of the earnings each partner would face would be:\n\n\n\nAnd if n partners joined together, then they would each face the same expected value as before, but the variance each partner would receive is . We now illustrate these important results.\n\nAssume that business one's earnings are determined by outcomes associated with the toss of a fair coin. If the outcome of the coin toss is tails, the firm pays (loses) $5,000. If the toss is a heads, the firm wins $8,000. Thus, the firm wins either $8,000 or loses $5,000 and earns on average (.5) (-5,000) + (.5) (8,000) = $1500.\n\nThe standard deviation of this risky outcomes is:\n\n\n\nFurthermore, assuming a normal distribution, 68% of the time, the average outcome will be between the mean and plus or minus one standard deviation: ($1,500 + $6,500) = $8,000 and ($1,500 - $6,500) = -$5,000.\n\nNow suppose that two persons decide to combine their operations and share the average of the outcomes. Then the possible outcomes of two coin tosses are two heads (H, H) which earns on average $16,000 / 2 = $8,000 and occurs with a probability of .25; two tails (T, T) which earns on average -$10,000 / 2 = -$5,000 and occurs with a probability of .25, and one head and one tail (H, T) or one tail and one head (T, H) which both earn on average $3,000 / 2 = $1,500 and each occurs with a probability of .25. The expected value for each of the two players can now can be expressed as:\n\n\n\nThe two players now receive on average the same as before, $1,500, but consider the standard deviation of the average outcome:", + "processing_time": 0.30676508299075067, + "client_elapsed": 0.3079653329914436 + }, + { + "status": "success", + "filename": "01030000000130.pdf", + "markdown": "Table 15.6. Observations of Returns on the Firm's Portfolio of Investments r t p and on a Potential New Investment (a Challenger).\n\n| Time t | Observed returns on the firm's portfolio over time r t p | Observed returns on a potential new investment for the firm's r t j |\n|----------|------------------------------------------------------------|-----------------------------------------------------------------------|\n| 2012 | 10% | 7% |\n| 2013 | 6% | 8% |\n| 2014 | 7% | 5% |\n| 2015 | 3% | 2% |\n| 2016 | 5% | 3% |\n\nAnother way to represent the two rates of return measures and their relationship to each other is to represent them in a two dimensional scatter graph.\n\nWe may visually observe how the two sets of rates of return move together by drawing a line through the points on the graph in such a way as to minimize the squared distance from the point to the line. Our scatter graph is identified as Figure 15.3.\n\nFigure 15.3. Scatter Graph of Returns on the Firm's Portfolio of Investments and Returns on the Potential New Investment\n\n\n\nThe relationship between the returns on the new investment and the firm's portfolio can be expressed as:\n\n", + "processing_time": 0.9277138749603182, + "client_elapsed": 0.9291064160061069 + }, + { + "status": "success", + "filename": "01030000000131.pdf", + "markdown": "\n\nFigure 17.2. Year-to-year changes in housing prices.\n\n\n\n1\n\nInflationary, nominal, and real interest rates. To understand price volatility of durables, it is necessary to describe inflationary, nominal, and real interest rates. Recall from your earlier training that the inflation rate i is equal to the rate of change in average prices, changes often linked to monetary or fiscal policies of governments. The nominal interest rate r depends on the rate of inflation and a real component that is dependent on factors other than the rate of inflation such as changing market conditions or changes in productivity. To describe the effects of inflation on the nominal interest, let one plus the nominal interest rate r equal one plus the real rate r * times one plus the inflation rate i so that:", + "processing_time": 1.3197399160126224, + "client_elapsed": 1.3220654579927213 + }, + { + "status": "success", + "filename": "01030000000132.pdf", + "markdown": "| Fish species on IUCN Red List | Fish species on IUCN Red List |\n|---------------------------------|---------------------------------|\n| Potosi Pupfish | Cyprinodon alvarezi |\n| La Palma Pupfish | Cyprinodon longidorsalis |\n| Butterfly Splitfin | Ameca splendens |\n| Golden Skiffia | Skiffia francesae |\n\nTable 6.1: Four fish species on IUCN Red List \"Extinct in the Wild\" held in public aquariums.\n\nPublic aquariums, because of their inhouse expertise, can act quickly to collect and breed rare fish. Actions to prevent the extinction of the Barrens Topminnow include monitoring populations and propagating and stocking juveniles into existing or newly created spring habitats. The Tennessee Aquarium assisted with propagations and developed a program called 'Keeper Kids,' where students on spring break help feed the Barrens Topminnows in a behind-the-scenes experience.\n\nFigure 6.3: Photo of the critically endangered Butterfly Splitfin (Ameca spendens).\n\n\n\nThe breeding colonies of the Butterfly Splitfin (Figure 6.3) at the London Zoo and elsewhere serve as ark populations essential to the survival of this species. Butterfly Splitfins are endemic to the Río Ameca in western Mexico and almost extinct in the wild. Actions such as nonnative fish removal, stream restoration, and sanctuary designation may take decades before eventual introduction and survival in the wild. The Tennessee Aquarium is part of a large partnership to guide hatchery augmentation and recovery of the rarest darter in North America (U.S. Fish and Wildlife Service 2019). The Conasauga Logperch ( Percina jenkinsi ), a federally endangered darter (Percidae), is found only in a 30-mile (48 km) stretch of the Conasauga River in Georgia and Tennessee (Moyer et al. 2015).\n\nFigure 6.4: Lake Sturgeon (Acipenser fulvescens).\n\n\n\nThe Banggai Cardinalfish ( Pterapogon kauderni ), a small, endangered tropical cardinalfish in the family Apogonidae, is now bred and displayed in numerous public aquariums after overharvest in the wild drove wild populations to near extinction. Consequently, most Banggai Cardinalfish sold to hobbyists in the United States and European Union today are captive bred.", + "processing_time": 0.8943724169512279, + "client_elapsed": 0.8979407500009984 + }, + { + "status": "success", + "filename": "01030000000133.pdf", + "markdown": "## 7.6 Examples of Women's Impact\n\nSportfishing . Among those who fish for sport, only 27% of U.S. anglers are female (Burkett and Carter 2020). Underrepresentation of females in sportfishing is ironic, as the first publication on fly-fishing, dating from the 15th century, was written by Dame Juliana Berners, entitled Treatyse of Fysshynge with an Angle , a publication that heavily influenced novelty of the sport for European enthusiasts. Though sometimes invisible, women are slowly changing the world of sportfishing by breaking stereotypes. Future growth of sportfishing will rely on female anglers, instructors, and guides. Here I share a few examples on women making a substantial impact through their passion toward fishing. These examples demonstrate women who loved and valued what they did. If the paucity of female role models discourages females from seeing the relevance of fishing to them, these examples should inspire.\n\nFrederick Buller (2013) chronicled the very long list of large Atlantic Salmon caught by female anglers, which are outnumbered 200 to 1 by male salmon anglers. Georgina Ballantine holds the British record for a 64-pound rod-caught Atlantic Salmon from River Tay, Scotland, in 1922 (Figure 7.5). Joan Wulff was introduced to fly-fishing by her father when she was ten and won several fly-fishing accuracy championships before winning the 1951 Fishermen's Distance competition against allmale competitors. She became the first female spokesperson for Garcia Corporation in 1959 and advocated for women anglers in her writings for Outdoor Life and Rod & Reel . Today, females make up 30% of participants in the sport of fly-fishing (Recreational Fishing and Boating Foundation 2021). Joan Wulff participated in many distance casting events and did trick casting. She snapped a cigarette from the mouth of Johnny Carson on the TV show 'Who Do You Trust?' (Fogt 2017). Starting in 1978, Wulff opened a flycasting school on the Upper Beaverkill River in New York. Her FlyCasting Techniques , published in 1987, and New Fly-Casting Techniques , published in 2012, are classic guides to learning her techniques. When asked about her favorite fish, she would respond, 'Whatever I'm fishing for,' and her favorite place to fish was 'Wherever I am.'\n\nFigure 7.5: Georgina Ballantine holds the British record for a 64-pound rod-caught salmon from River Tay, Scotland in 1922.\n\n\n\nMost avid bass anglers can identify Roland Martin, Bill Dance, and Jimmy Houston, who dominated competitive bass fishing in the first decade of Bass Anglers Sportsman Society (B.A.S.S.) and have had TV fishing shows for decades. Kim Bain-Moore began competing in bass tournaments at age 19 and in 2009 became the first woman to compete in the Bassmaster Classic tournament. Only three females have been inducted into the Bass Fishing Hall of Fame. The first was Christine Houston, who organized the first-ever all women's bass club, the 'Tulsa Bass Belles.' But female participation in competitive bass fishing never took off as expected. Fewer that one in five readers of Field & Stream , Outdoor Life , and Bassmaster magazines are female (Carini and Weber 2017).", + "processing_time": 0.4840739169740118, + "client_elapsed": 0.48625004198402166 + }, + { + "status": "success", + "filename": "01030000000134.pdf", + "markdown": "What's unique about the growth of Alligator Gars is their fast growth in the first years of life followed by slower growth (Figure 8.6; Figure 8.7). Juvenile Alligator Gars quickly transition to fish-eating habits (Butler et al. 2018). A fish diet means the juveniles grow at 4-5 mm per day in the first three months of life, so that by the end of the first growing season they may reach 1.5 to 2 feet in length (~40-70 cm) and 8-10 pounds in weight (Sakaris et al. 2019). Despite their fast growth, young Alligator Gars are preyed upon by many larger fish.\n\nFigure 8.6: Growth in length of Alligator Gar in Texas. Figure 8.7: Growth in weight of Alligator Gar in Texas. Long description.\n\n\n\nFigure 8.7: Growth in weight of Alligator Gar in Texas.\n\n", + "processing_time": 1.1906435409910046, + "client_elapsed": 1.195764959033113 + }, + { + "status": "success", + "filename": "01030000000135.pdf", + "markdown": "Fly fishers targeting trout had an important influence in developing and sustaining conservation programs, although they were sometimes criticized for exclusive or single-interest advocacy. Here I review the history of trout fishing and fly-fishing with special focus on the Rocky Mountain West, where fly fishers first exerted their influence on conservation ethics and sportfishing policy. Although many individuals and organizations played roles, I concentrate on only two: Fly Fishers International (FFI) and Trout Unlimited (TU). These two organizations had similar interests in conservation, but important differences prevented them from working together on a unified goal of conservation. The legacy of fly-fishing demonstrates the importance of passion, persistence, and partnerships in fish conservation.\n\nTrout and salmon are the only sport fish native to the Western states, and fly-fishing here became more than a leisure activity. Norman Maclean's novel, A River Runs through It (1976), begins, 'In our family there was no clear line between religion and fly fishing.' Later Maclean writes that 'Something within fishermen 1 tries to make fishing into a world perfect and apart.' The iconography of Western fly-fishing that Maclean and others wrote about was created by anglers, fisheries managers, tourists, guides, businesses, and region promoters. The history of Rocky Mountain fly-fishing parallels the history of the expansion of our Western frontier as well as fisheries management (Brown 2015). Although Henry David Thoreau (1862) maintained that 'In wildness is the preservation of the world,' humans are part of the trout fishing system and helped create, destroy, maintain, and restore the trout fishing we have today.\n\nThe first trout fishers were Native Americans. Native Americans used a variety of fishing methods, including weirs, spears, nets, traps, baskets, hook-and-line methods, and baits. They also caught fish by hand via tickling. Tickling for trout involves rubbing the underbelly of a trout with fingers to get the trout to go into a trance, after which they can then easily be thrown onto the bank (Martindale 1901). Native Americans were more patient than others. This method is different from noodling for catfish, where the noodler uses fingers as bait and grabs the catfish by its mouth. Native Americans also caught fish by fly-fishing with deer-hair flies, according to the writings of early American naturalist William Bartram (1739-1823) (Monahan, no date).\n\nThe story of Rocky Mountain trout fishing begins with displacement of Native Americans from their historical fishing and hunting grounds. Uninhabited wilderness had to be created through the dispossession of Native people before it could be preserved (Spence 1999). Explorers, trappers, pioneers, soldiers, and homesteaders brought fishing gear to frontier outposts. The Lewis and Clark Expedition (1804-1806) included a designated angler named Silas Goodrich. The expedition first described several new species of fish, including the Yellowstone Cutthroat Trout and Westslope Cutthroat Trout, caught by Goodrich. Later military expeditions spent time trout fishing in addition to fighting Native Americans. Custer's Last Stand at Little Bighorn might have been avoided if he'd joined a column of reinforcements under General George Crook. Crook's soldiers were comfortably camped close by on Goose Creek near the Tongue River-fishing, not fighting (Monnett 1993; Owens 2002a; Lessner 2010).\n\n1. Although Maclean and other writers use the term fishermen, women are active anglers and contribute significantly to the sport.", + "processing_time": 0.2483687910134904, + "client_elapsed": 0.2493826660211198 + }, + { + "status": "success", + "filename": "01030000000136.pdf", + "markdown": "Figure 10.2: Positive attributes reported by recreational anglers in the United States. Long description.\n\n\n\nOver time, an angler's motivation may change from a catch orientation to emphasize noncatch motivations, such as being outdoors or passing on their passion for fishing (McKenna 2013). The progression often follows these stages:\n\n- Stage 1: I just want to catch a fish!\n- Stage 2: I want to catch a lot of fish!\n- Stage 3: I want to catch big fish.\n- Stage 4: I'm just happy to be out fishing.\n- Stage 5: I want to pass on my knowledge and passion for fishing.\n\nStudies of angler characteristics confirm that there is no such thing as an 'average' angler. Rather, anglers are a heterogeneous and changing group. Therefore, we can segment anglers in distinct categories for analysis (Bryan 1977; Kyle et al. 2007; Beardmore et al. 2013; TenHarmsel et al. 2019). For example, Magee (2018) categorized recreational anglers into five distinct fisher classes with differing motivations (Table 10.1).", + "processing_time": 1.075393625011202, + "client_elapsed": 1.079169875010848 + }, + { + "status": "success", + "filename": "01030000000137.pdf", + "markdown": "Figure 10.5: Frequency distribution displays the number of angler days resulting in differing catch per day for a hypothetical 8 fish per day creel limit and estimated change if creel limit is reduced to 4 fish per day. Long description.\n\n\n\nCreel limits are one of many elements that may be used by anglers to define fishing success. When more fish are harvested per trip, anglers rate fishing higher. High creel limits may cause anglers to have unrealistic expectations about the potential supply of fish compared to the demand (Cook et al. 2001). Creel limit reductions may be unsuccessful in reducing angler harvest or affecting fish populations. The hypothetical angler success graph (Figure 10.5) demonstrates that a reduction in creel from 8 to 4 would affect only a few trips and result in a small harvest reduction. Furthermore, creel limits are applied on a per-angler basis, so they cannot control total harvest if total fishing effort increases or if noncompliance is high. Finally, since anglers have a variety of motivations, they likely respond differently to regulation changes (Beard et al. 2011).\n\nThe ethic of fairness is involved in setting creel limit regulations because many anglers do not harvest a single fish during an angling trip. In Wisconsin lakes, Walleye harvest was not equally distributed. Only 7.4% of Walleye angler trips were successful in harvesting at least one Walleye, and <1% harvested a limit during a fishing trip (Staggs 1989). In Minnesota, anglers were slightly more successful, where 27.2% of angler trips ended with a harvest of at least one Walleye and about 1% harvesting a limit. The ideal creel limit would distribute the catch among more anglers and prevent overuse by a few individuals.\n\nLong-term trends in panfish populations (i.e., Bluegill, Yellow Perch, Black Crappie, Pumpkinseed, and Rock Bass) in Wisconsin lakes showed significant declines due to overfishing (Rypel et al. 2016). The daily limit for panfish was 50 aggregate per day from 1967 through 1998, which was reduced to 25 in 1998. Further reduction in daily limits for panfish (10) to improve undesirable small sizes of Bluegill populations increased both mean length and mean maximum length relative to sizes in control lakes (Jacobson 2005; Rypel et al. 2015).", + "processing_time": 0.8687957500224002, + "client_elapsed": 0.8711989169823937 + }, + { + "status": "success", + "filename": "01030000000138.pdf", + "markdown": "Figure 11.2: Arapaima gigas displayed in the Siam Centre, Bangkok.\n\n\n\nArapaima is an important flagship genus for flooded forest ecosystem and human floodplain communities. Flagship taxa are used as a symbol to promote conservation awareness (Caro 2010). Their large size makes them a true freshwater megafauna like crocodiles, river dolphins, and other large fish. Freshwater megafauna face many threats, and 71% of these species are in decline (He et al. 2017, 2018). Arapaima continue to face intense fishing throughout their range (Watson et al. 2021). However, freshwater megafauna like the Arapaima have fewer conservation resources and efforts than marine or terrestrial megafaunas.\n\nFishing, in general, and fishing for Arapaim a in particular, is a central element of the local economy and culture in Amazonia. Because these fish are obligate breathers, they are traditionally harvested by fishers using harpoons at the time when they surface to breathe. Men typically fish from canoes and search for signs of Arapaima near the surface. As they near the Arapaima , the harpooner throws the harpoon by hand. This is a specialized type of fishing, and the local fishers possess knowledge of the behavior that increases their likelihood of catching one. With appropriate training, fishers' participation in management processes can contribute to the conservation and governance of these small-scale fisheries.\n\nMany populations of Arapaima have been driven to local extinction due to overfishing (Castello et al. 2015a; Gurdak 2019a; Watson et al. 2021; Freitas and Sousa 2021). Much of the catch is illegal, with most specimens being caught below the minimum size limit or during the closed season (Cavole et al. 2015). The small-scale fishers are geographically dispersed, and governments in these regions have insufficient resources to devote to enforcing fishing rules. The riverine fishers who target Arapaima are marginalized and have limited formal education. Yet, compliance with regulations is essential to prevent overfishing and local extinction.\n\nArapaima represent only a small fraction of the fisheries harvest, but they are culturally important and symbolic as a flagship genus of tropical South American fisheries and floodplain management and conservation. Reducing the threats to Arapaima will also provide protections for many of the highly migratory fish of the Amazon basin. Collectively, the migratory fish contribute most of the fishery's landings in the basin (Duponchelle et al. 2021). Migratory fish depend on multiple, distant, but interconnected habitats during their life cycle. Any threat to one of the habitats or the corridor that connects them can influence these important food fish (Goulding et al. 2019).", + "processing_time": 0.6406493749818765, + "client_elapsed": 0.6439547089976259 + }, + { + "status": "success", + "filename": "01030000000139.pdf", + "markdown": "## Top 10 tuna fishing nations (2018)\n\nFigure 12.8: Top tuna fishing nations based on landings of seven tuna species in 2018. Long description.\n\n\n\nToday most tuna are captured in purse seines, and longlines are the second-most-common gear. Indonesia and Japan are consistently the top-two fishing nations (Figure 12.8). Five of the top tuna fishing nations-Japan, Taiwan (Republic of China), Spain, Korea, and the USA-have large fishing fleets that operate far from their home waters, whereas the others have large local or regional fleets. New technologies, such as sonar, have made tuna fishing much more effective. In response, the use of spotter planes is banned for fishing Atlantic Bluefin Tuna in the Mediterranean (Di Natale 2020). Many recreational tuna boats also use spotter planes in the eastern Atlantic Ocean, although the traditionalist harpoon fishers shun the technology (Whynott 1995; Decker 2016).\n\nThe Pacific Ocean has consistently had the highest landings, about 66% of the world's tuna catch. The western and central Pacific Ocean is where many artisanal and industrial fisheries overlap. For the small island nations, fishing provides a major source of income, jobs, and food security (Bell et al. 2019). Yet, Pacific island nations have not fully realized the economic potential with the global tuna industry, despite the fact that 80% of it is caught within their exclusive economic zones (EEZs, i.e., within 200 miles). The 1982 United Nations Convention on the Law of the Sea awarded coastal states sovereign rights to (1) exploit and manage all living resources within their EEZ, (2) exclude distant water fleets in favor of developing their own fleets, and (3) charge distant water fleets rent for access. Eight island nations-the Federated States of Micronesia, Kiribati, Marshall Islands, Nauru, Palau, Papua New Guinea, Solomon Islands and Tuvalu, which support 80% of the purse-seine catch in their waters-formed an alliance and require collective bargaining to set rents for access by foreign vessels. The alliance also prioritized domestic over foreign vessels and set limits on the number of purse-seine vessels. The issue of sovereignty over tuna that migrate freely among EEZs remains a concern for small island nations (Bailey et al. 2012). Working to establish fair and equitable allocations of total allowable catches to the many parties will require more equitable sharing with the larger tuna-fishing nations.", + "processing_time": 0.823710625001695, + "client_elapsed": 0.8494465409894474 + }, + { + "status": "success", + "filename": "01030000000140.pdf", + "markdown": "There is no question that fishing is the major factor driving grouper stocks on the downward spiral, but those that have large spawning aggregations are most vulnerable to declines (Coleman et al. 1996; Asch and Erisman 2018; Sadovy de Mitcheson et al. 2020). Because it takes a long time for scientists to obtain needed life history information, fisheriesindependent survey data, and catch history, grouper populations may be overfished long before data are even available for a stock assessment. Without formal stock assessments, general indicators of population status are based on catch trends. Very few grouper stocks that have spawning aggregations are managed sustainably. In a recent global analysis of the status of populations that form spawning aggregations, 45% were unknown, 33% were decreasing, and 5% were already gone (Figure 13.5). Only 12% had stable populations, and 5% were increasing.\n\nFigure 13.5: Current known status reflecting changes of exploited grouper aggregations globally, as noted by fisher interviews, monitoring, or underwater surveys (N = 509). Long description.\n\n\n\nOf the 167 species of grouper, 9.6% are vulnerable, 4.8% are near threatened, 1.2% are endangered, and 0.6% are critically endangered (Figure 13.6). The majority of species (68.9%) are classified as least concern and 15% are data deficient, with insufficient data for classification. The larger (>50 cm total length) and long-lived (>20 years) species of grouper that also had smaller geographic ranges were most likely to be endangered or critically endangered (Luiz et al. 2016). Market prices for grouper are escalating, and other lower-valued fish are often mislabeled or substituted.\n\nFigure 13.6: Categories of all grouper species (N = 167) according to the IUCN Red List (IUCN Red List Assessments, updated November 2018). Long description.\n\n\n\nTo protect grouper from overfishing, many measures are being implemented, such as minimum and slot-size limits, recreational bag limits, commercial fishing quotas, gear and seasonal controls, marine protected areas, and limited entry (Rocklin et al. 2022). The effectiveness will depend on traits of the species and the local context. Regulations to prevent marketing of undersize fish will mitigate growth overfishing. Allowing smaller fish to reach maturity at least once before harvest will mitigate recruitment overfishing. Size-limit regulations focused on protecting spawning-size fish may be ineffective for deepwater recreational fishing. Grouper have a physoclistous (i.e., closed) swim bladder, making them particularly susceptible to ruptured swim bladders, bloating, stomach distention, and protruding eyes caused by rapid decompression when hauled to the surface (Brulé et al. 2015). The proportion of grouper with distended stomachs was 70% in one study of commercial hook-and-line fishing and as high as 95% for Red", + "processing_time": 0.7360483750235289, + "client_elapsed": 0.742115749977529 + }, + { + "status": "success", + "filename": "01030000000141.pdf", + "markdown": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n", + "processing_time": 1.857299916970078, + "client_elapsed": 1.8679215420270339 + }, + { + "status": "success", + "filename": "01030000000142.pdf", + "markdown": "also plays an important role in error analysis (investigating the difference between the numerical approximation and the solution).\n\nCalculating with only a finite subset of the rational numbers has many consequences. For example: a computer cannot distinguish between two polynomials of sufficiently high degree. Consequently, methods based on the main theorem of algebra (i.e. that an n th degree polynomial has exactly n complex zeros) cannot be trusted. Errors that follow from the use of finitely many digits are called rounding errors (Section 1.4).\n\nAn important aspect of numerical mathematics is the emphasis on efficiency. Contrary to ordinary mathematics, numerical mathematics considers an increase in efficiency, i.e. a decrease of the number of operations and/or amount of storage required, as an essential improvement. Progress in this aspect is of great practical importance and the end of this development has not been reached yet. Here, the creative mind will meet many challenges. On top of that, revolutions in computer architecture will overturn much conventional wisdom.\n\n## 1.3 Why numerical mathematics?\n\nAbig advantage of numerical mathematics is that it can provide answers to problems that do not admit closed-form solutions. Consider for example the integral\n\n\n\nThis is an expression for the arc length of one arc of the curve y ( x ) = sin x , which does not have a solution in closed form. A numerical method, however, can approximate this integral in a very simple way (Chapter 5). An additional advantage is that a numerical method only uses standard function evaluations and the operations addition, subtraction, multiplication and division. Because these are exactly the operations a computer can perform, numerical mathematics and computers form a perfect combination.\n\nAn advantage of analytical methods is that the solution is given by a mathematical formula. From this, insight in the behavior and the properties of the solution can be gained. For numerical approximations, however, this is not the case. In that case, visualization tools may be used to gain insight in the behavior of the solution. Using a numerical method to draw a graph of a function is usually a more useful tool than evaluating the solution at a large number of points.\n\n## 1.4 Rounding errors\n\nA computer uses a finite representation of the all numbers in R . These are stored in a computer in the form in which, by definition, d 1 > 0 and 0 ≤ di < β . The normalization is needed in order to prevent a waste of digits and to make the representation unambiguous. We call the value in equation (1.1) a floating point number (representation) in which 0. d 1 d 2 . . . dn is called the mantissa , β the base and e (integer) the exponent , where L < e < U . Characteristic values for | L | and U are in the range [ 100, 1000 ] , often, β = 2 (binary representation) and n = 24 ( single precision) or n = 53 ( double precision). Most computers and software packages (Matlab) satisfy the IEEE-754 standard, and hence provide single- 1 and double-precision 2 computations.\n\nLet for x ∈ R\n\n\n\n\n\n1 http://en.wikipedia.org/wiki/Single-precision\\_floating-point\\_format\n\n2 http://en.wikipedia.org/wiki/Double-precision\\_floating-point\\_format", + "processing_time": 0.29876845900435, + "client_elapsed": 0.3002755420166068 + }, + { + "status": "success", + "filename": "01030000000143.pdf", + "markdown": "## Chapter 3\n\n## Numerical differentiation\n\n## 3.1 Introduction\n\nEveryone who possesses a car and/or a driver's licence is familiar with speeding tickets. In The Netherlands, speeding tickets are usually processed in a fully automated fashion, and the perpetrator will receive the tickets within a couple of weeks after the offence. The Dutch police optimized the procedures of speed control such that this effort has become very profitable to the Dutch government. Various strategies for speed control are carried out by police forces, which are all based on the position of the vehicle at consecutive times. The actual velocity follows from the first-order derivative of the position of the vehicle with respect to time. Since no explicit formula for this position is available, the velocity can only be estimated using an approximation of the velocity based on several discrete vehicle positions at discrete times. This motivates the use of approximate derivatives, also called numerical derivatives . If the police want to know whether the offender drove faster before speed detection (in other words, whether the perpetrator hit the brakes after having seen the police patrol), or whether the driver was already accelerating, then they are also interested in the acceleration of the 'bad guy'. This acceleration can be estimated using numerical approximations of the second-order derivative of the car position with respect to time.\n\nSince the time-interval of recording is nonzero, the velocity is not determined exactly in general. In this chapter, the resulting error, referred to as the truncation error , is estimated using Taylor series. In most cases, the truncation error increases with an increasing size of the recording interval (Sections 3.2 and 3.4). Next to the truncation error, the measurement of the position of the vehicle is also prone to measurement errors. Issues that influence the results are, for example, parallax, the measurement equipment, and in some cases even the performance of the police officer (in car-videoing and laser control). These measurement errors provide an additional deterioration of the approximation of the speed and acceleration. The impact of measurement errors on approximations of derivatives is treated in Section 3.3.\n\n## 3.2 Simple difference formulae for the first derivative\n\nSuppose f is a continuously differentiable function. The forward difference is defined as\n\n\n\nin which h is called the step size . By definition,\n\n", + "processing_time": 0.26851358299609274, + "client_elapsed": 0.26970412500668317 + }, + { + "status": "success", + "filename": "01030000000144.pdf", + "markdown": "Note that the exact error equals\n\n\n\nIn this example the error estimate is very reliable.\n\nTo receive a better approximation the error estimate can be added to the approximation:\n\n\n\nIn the above example, the value of p was computed using Richardson's extrapolation. However, using Theorem 3.2.1, it is clear that p = 1, and this value could have been used immediately in equation (3.13b) in order to determine cph p . In practice, more complex situations are found, and the following complications may occur:\n\n- -It is not known whether higher-order derivatives exist and/or are bounded.\n- -The final result is a combination of various approximation methods. The influence of these approximations on p is not always clear.\n- -During implementation of the algorithm in a computer program, errors may be made.\n\nTo reveal any of these complications it is good practice to verify whether the calculated p is close to the p that follows from theory.\n\n## 3.7.3 Formulae of higher accuracy from Richardson's extrapolation ∗\n\nIn several applications the value of p in (3.10) is known. In that case Richardson's extrapolation can be used to determine formulae of higher accuracy.\n\nThis is done by making use of the fact that the error estimates for Q ( h ) and Q ( 2 h ) equal\n\n\n\n\n\nMultiplying equation (3.15a) by 2 p and subtracting equation (3.15b) from this yields\n\n\n\nsuch that\n\nThis means that\n\nThe value ( 2 p Q ( h ) -Q ( 2 h )) / ( 2 p -1 ) is a new approximation formula for M with an accuracy that is one order higher than the order of Q ( h ) .\n\n\n\n\n\n## Example 3.7.2 (Forward difference of higher accuracy)\n\nAs an example, the forward-difference method is considered. The error in the forward-difference formula may be written as\n\n\n\n\n\nand the difference for 2 h equals", + "processing_time": 0.5556833330192603, + "client_elapsed": 0.5576262500253506 + }, + { + "status": "success", + "filename": "01030000000145.pdf", + "markdown": "## Chapter 4\n\n## Nonlinear equations\n\n## 4.1 Introduction\n\nThe pressure drop in a fluid in motion is examined. For a flow in a pipe with a circular cross section of diameter D (meter), the Reynolds number, Re , is given by\n\n\n\nin which v ( m / s ) is the average flow velocity and ν ( m 2 / s ) is the viscosity of the fluid. The flow is called laminar if Re < 2100 (low flow velocity) and turbulent if Re > 3000. For 2100 ≤ Re ≤ 3000, the flow is neither laminar nor turbulent.\n\nFor turbulent flows, the pressure drop between inflow and outflow is given by\n\n\n\nin which w is a friction coefficient, ρ ( kg / m 3 ) is the fluid density, L ( m ) is the length and g ( m / s 2 ) is the acceleration of gravity. If the fluid contains particles (sand, paper fibers), then the friction coefficient w satisfies the equation\n\n\n\nin which k is a parameter known from experiments.\n\nIn this chapter, numerical methods will be discussed that can be used to determine w if the values of Re and k are known.\n\n## 4.2 Definitions\n\nIn this chapter, various iterative methods will be considered to solve nonlinear equations of the form f ( p ) = 0. The point p is called a zero of the function f , or a root of the equation f ( x ) = 0. First, some useful definitions and concepts are introduced.\n\n## Convergence\n\nEach numerical method generates a sequence { pn } = p 0, p 1, p 2, . . . which should converge to p : lim n → ∞ pn = p . Assume that the sequence indeed converges, with pn = p for all n . If there exist positive constants λ and α satisfying\n\n/negationslash\n\n", + "processing_time": 0.2955046250135638, + "client_elapsed": 0.29714441701071337 + }, + { + "status": "success", + "filename": "01030000000146.pdf", + "markdown": "\n\n\n\norganizations to navigate successfully the global digital economy. Finally each of the identified competences, within the Framework will correspond to the different e-learning modules (PR2) and e-game levels (PR3)\n\n## Reference frameworks:\n\n- ⮚ GreenComp -'The European Sustainability Competence Framework' (1), responds to the growing need for people to improve and develop the knowledge, skills and attitudes to live, work and act in a sustainable manner.\n\nGreenComp is a reference framework for sustainability competences. It provides a common ground to learners and guidance to educators, providing a consensual definition of what sustainability as a competence entails. It is designed to support education and training programmes for lifelong learning. It is written for all learners, irrespective of their age and their education level and in any learning setting -formal, non-formal and informal. Sustainability competences can help learners become systemic and critical thinkers, as well as develop agency, and form a knowledge basis for everyone who cares abou t our planet's present and future state. The aim of GreenComp is to foster a sustainability mindset by helping users develop the knowledge, skills and attitudes to think, plan and act with empathy, responsibility, and care for our planet.\n\nGreenComp is the result of a robust research methodology that has involved a large and diverse group of experts and stakeholders, to build a consensus on an agreed proposal. It provides a general reference model that everyone involved in lifelong learning can use to design learning opportunities aimed at developing sustainability competences and to assess progress in supporting education and training for sustainability.\n\nGreenComp consists of 12 competences organised into the four main areas below:\n\n| Area | Competence |\n|-------------------------------------------|----------------------------|\n| 1. Embodying sustainability values | 1.1 Valuing sustainability |\n| 1. Embodying sustainability values | 1.2 Supporting fairness |\n| 1. Embodying sustainability values | 1.3 Promoting nature |\n| 2. Embracing complexity in sustainability | 2.1 Systems thinking |\n| 2. Embracing complexity in sustainability | 2.2 Critical thinking |\n| 2. Embracing complexity in sustainability | 2.3 Problem framing |\n| 3. Envisioning sustainable futures | 3.1 Futures literacy |\n| 3. Envisioning sustainable futures | 3.2 Adaptability |\n\nProject No:\n\n:\n\n2021-2-FR02-KA220-YOU-000048126", + "processing_time": 0.6587457089917734, + "client_elapsed": 0.661461416981183 + }, + { + "status": "success", + "filename": "01030000000147.pdf", + "markdown": "\n\n## 3. RECOLLECTION OF NATIONAL INITIATIVES\n\nPartners were also asked to recollect initiatives from their respective countries that represented the core values and practices of a Circular Economy or Social Entrepreneurship:\n\n\n\n| Source (doc, report, etc.) | Year | Description of the initiative | Circular Economy issues addressed |\n|----------------------------------------------------------------------------------------------------------------|--------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| Eco-Ecole Program https://www.ec o-ecole.org/le- programme/ | 2005 | Eco-Ecole is the French version of Eco-Schools, an international program for education in sustainable development (ESD), developed by the Foundation for Environmental Education. The Teragir association launched the Eco-School program in 2005. The program aims to help students better understand the world around them in order to flourish and participate in it. | Eco-Ecole offers instructions for teaching teams to effectively deploy sustainable development from kindergarten to high school. |\n| Horsnormes https://horsnor mes.co/ | 2020 | Horsnormes is a website which provide baskets of fruits and vegetables that are directly collected from farmers. It helps farmers to gain money while the consumers pay a faire price in exchange of the product, which foster the reduction of food waste. | Waste reduction of fruits and vegetables. |\n| Fondation Terre Solidaire (Solidarity Earth Foundation) https://fondatio n- terresolidaire.o rg/quest-ce- que- | 2016 | The Terre Solidaire Foundation was created in 2016 by CCFD-Terre Solidaire to act, particularly in France, in the face of the two major challenges of our time: the massive degradation of our environment (including biodiversity and climate), and the need to building a fairer and more ecologically responsible society. The association remains mobilized on its | Support and encourage initiatives carried out by citizen mobilizations and actors of the social and solidarity economy in the design, implementation, dissemination and experimentation of |\n\nThis project has been funded with the support of the European Commission. This publication reflects the views only of the author and the Commission cannot be held responsible for any use which may be made of the information contained therein.\n\nProject No: : 2021-2-FR02-KA220-YOU-000048126\n\n", + "processing_time": 0.6286812089965679, + "client_elapsed": 0.6307585419854149 + }, + { + "status": "success", + "filename": "01030000000148.pdf", + "markdown": "\n\n\n\nAs seen in this chart of responses, we were very satisfied to reach diversity in age groups, with all groups being represented by over 10%. The main group reached was of ages 36-45, and the least represented was the youngest age group of 18-25.\n\n\n\nRegarding the education level of responders, we were satisfied to receive a very high level of responses with Bachelor's or higher d egrees, with the significant share of others coming from\n\nUpper Secondary-educated participants. There was also a small representation of non-formal training, as well as >1% representation for other options.\n\n\n\nFor responders' profession, the most commo n answers representing 19.7% equally, were Youth Workers and Project Managers, although practising Social Entrepreneurs were also well represented, along with an 8% response rate from self-declared circular economy experts.\n\nThis project has been funded with the support of the European Commission. This publication reflects the views only of the author and the Commission cannot be held responsible for any use which may be made of the information contained therein.\n\nProject No: : 2021-2-FR02-KA220-YOU-000048126", + "processing_time": 1.2795024999650195, + "client_elapsed": 1.2824468330363743 + }, + { + "status": "success", + "filename": "01030000000149.pdf", + "markdown": "\n\n\n\nWith this in mind, here we have the 7 key competence areas selected to form a part of EcoCircle's Competence Framework:\n\n| Eco-Circle Competence Framework |\n|--------------------------------------------------------|\n| #1 : The 3 Rs: Recycle-Reuse-Reduce |\n| #2: Lifecycle of Circular Economy |\n| #3: Social Entrepreneurship and Circular Economy |\n| #4: Corporate Environmental Sustainability |\n| #5: Embodying Sustainable Values |\n| #6: Environmental Engagement |\n| #7: Supporting Local Eco-friendly and Green Activities |\n\nProject No:\n\n:\n\n2021-2-FR02-KA220-YOU-000048126", + "processing_time": 0.5333126249606721, + "client_elapsed": 0.5352342500118539 + }, + { + "status": "success", + "filename": "01030000000150.pdf", + "markdown": "\n\n\n\n## 6. ECO CIRCLE COMPETENCE FRAMEWORK\n\n| Competence Area | #1 THE 3 RS: RECYCLE -R EUSE -R EDUCE |\n|----------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| Competence Statement | To know the basics of the 3 Rs and their importance and implementation into daily life in relation to green entrepreneurship and circular economy. |\n| Learning Outcomes | Learning Outcomes |\n| Knowledge | ● To understand the meaning of reducing, reusing and recycling and how they connect ● To understand the importance of the 3 Rs as waste management ● To be familiar with the expansion of the 3 Rs - the 7 Rs |\n| Skills | ● To implement different ways of waste management into daily life ● To properly implement recycling in day-to-day activities ● To promote reducing and reusing before recycling |\n| Attitudes and Values | ● To acquire a proactive approach to implementing the 3 Rs into daily personal life ● To educate others on the importance of sustainable waste management |\n\nProject No: : 2021-2-FR02-KA220-YOU-000048126", + "processing_time": 0.5669242079602554, + "client_elapsed": 0.5689881250145845 + }, + { + "status": "success", + "filename": "01030000000151.pdf", + "markdown": "## CHAPTER 1.\n\n## CALIFORNIA\n\nJAMES GLAPA-GROSSKLAG\n\n## COURSE MARKING DRIVERS\n\nSB1359 was passed in September 2016, going into force in January 2018. The law 'requires California Community Colleges and California State Universities and requests the University of California system to include a symbol/logo in the online campus course schedule by January 1, 2018 for courses that exclusively use digital course materials that are free of charge to students and therefore not required to be purchased.'\n\nThe potential scale of impact is significant. With 114 colleges serving 2.1 million students, the California Community Colleges (CCCs) comprise the largest public system of higher education in the US. The California State University (CSU) with 23 campuses serving nearly 500,000 students, is the largest four-year public university system in the US. Notably, the law does not apply to the state's research-focused University of California.\n\nFigure 1.1: Zero Cost Textbook Logo\n\n\n\n## IMPLEMENTATION\n\nBetween the passage of the law in 2016 and the implementation of the law in 2018, both the CCCs and CSU systems engaged in outreach to the field. The CCCs' system office issued a memo to college leadership explaining the requirements and created a sample logo that colleges could choose to adopt. The CSU system's Affordable Learning Solutions team engaged the field with a series of webinars and FAQs.", + "processing_time": 0.28040845796931535, + "client_elapsed": 0.28182620799634606 + }, + { + "status": "success", + "filename": "01030000000152.pdf", + "markdown": "should adopt two separate designators to mark no-cost vs. low-cost, but the council felt it was better to simplify the process and allow for some OER providers that have fees associated with their services.\n\nAt this point in time, the application of the #NOLO designator was a manual process. It required the addition of the designator to the section title prior to registration and then its removal after add/drop to ensure the label didn't appear on the student transcript. This process severely hampered our longterm reporting abilities. In total, four colleges adopted the #NOLO designator in this fashion.\n\nTo assist in greater faculty and institutional adoption as well as improve data capture, the CSCU OER Advisory Council made a formal recommendation to the provost's academic council in Spring 2018 to implement the #NOLO designator as a course section attribute within the student information system. In addition to adding a course section attribute, a student-facing course search filter was added as well as an additional column within the course search results page.\n\nFigure 2.1: Filtered Search Option for NOLO Sections.\n\n\n\nFigure 2.2: Added Column in Results for NOLO\n\n\n\nDesignator.\n\nThe request to implement the designator within the student information system was supported in Fall 2018 by the president's cabinet. The ability to mark courses was enabled late Fall 2018 and the student-facing features were enabled in January 2019. Each institutional representative on the OER council engaged with their local governance structures to request a vote for adoption.", + "processing_time": 0.6896754169720225, + "client_elapsed": 0.691442959010601 + }, + { + "status": "success", + "filename": "01030000000153.pdf", + "markdown": "CHAPTER 7.\n\n## TEXAS\n\nMICHELLE REED\n\n## COURSE MARKING DRIVERS\n\nI've worked at the University of Texas at Arlington (UTA) for the last three years as Open Education Librarian and was recently promoted to the leadership team as Director of Open Educational Resources following a half-million-dollar investment in OER from university administration. It was in my first year as Open Education Librarian that the Texas Legislature passed Senate Bill 810 (SB810), which requires institutions of higher education across the state to provide searchable information to students about OER-only courses. A strong definition of OER was provided:\n\n'teaching, learning, and research resources that reside in the public domain or have been released under an intellectual property license that allows for free use, reuse, modification, and sharing with others, including full courses, course materials, modules, textbooks, streaming videos, tests, software, and any other tools, materials, or techniques used to support access to knowledge.'\n\nHowever, Texas was not given a very long implementation window. The bill passed in June 2017, effective immediately, with a compliance deadline of Spring 2018. We in higher education know a change of this scope, and impacting as many stakeholders as course marking does, takes longer. A recent survey commissioned by the Digital Higher Education Consortium of Texas (DigiTex) and administered in May 2019 shows only 59 respondents of the 158 two-and four-year institutions that received the statewide survey have a course marking solution in place. The findings were presented in Open Educational Resources (OER) in Texas Higher Education, 2019 . 1\n\n1. Jimes, C., Karaglani, A., Petrides, L., Rios, J., Sebesta, J., & Torre, K. (2019). Open Educational Resources (OER) in Texas Higher Education, 2019 . Austin, TX: Digital Higher Education Consortium of Texas and Texas Higher Education Coordinating Board; Half Moon Bay, CA: Institute for the Study of Knowledge Management in Education.", + "processing_time": 0.27012487495085225, + "client_elapsed": 0.27162487496389076 + }, + { + "status": "success", + "filename": "01030000000154.pdf", + "markdown": "Figure 7.1: Texas OER landscape survey results show terms used in course schedules\n\n\n\n## IMPLEMENTATION\n\nLocally, we implemented a quick and free solution that reflects the constraints of system capabilities, no financial support, and a local directive to vet every course to be tagged. Based on what was feasible in the short term and conversations with key stakeholders (i.e., registrar, early OER adopters, curriculum coordinators, student representatives, and the campus store), we incorporated an 'educational resources cost' option into an existing 'course attribute' drop-down menu under the system's advanced search options.", + "processing_time": 0.9436200000345707, + "client_elapsed": 0.9449507499812171 + }, + { + "status": "success", + "filename": "01030000000155.pdf", + "markdown": "## Contents\n\n| 1. | Front Matter | 1 |\n|------|---------------------------------------------|-----|\n| 2. | Introduction to Researching Wicked Problems | 3 |\n| 3. | Our Mental Shortcuts | 13 |\n| 4. | Identifying a Topic | 25 |\n| 5. | Types of Sources | 38 |\n| 6. | Access & Searching | 55 |\n| 7. | SIFTing Information | 67 |\n| 8. | Evaluating News Sources | 80 |\n| 9. | Audience, Presentation & Citation | 88 |\n| | Instructor Resources | 97 |\n\n1\n\n3\n\n97", + "processing_time": 0.6217217080411501, + "client_elapsed": 0.6234303340315819 + }, + { + "status": "success", + "filename": "01030000000156.pdf", + "markdown": "## Fact-Checking 2\n\nIn this context, we are talking about fact-checking that is done before a source is published. Over the last two decades there has been an increase in fact checking as an activity that takes place after a source has been published, a practice discussed in more detail in the chapter, SIFTing Information.\n\nFact checkers verify that the names, dates, and facts in a work (usually an article or book) are correct. For example, they may contact a person who is quoted in a proposed news article and ask the person whether this quotation is correct, or how to spell the person's name. Factcheckers are primarily useful in catching accidental mistakes.\n\nThe number of people employed in fact-checking varies by publication. Some organizations have substantial fact-checking departments. Others may hire freelancers per piece, or may combine fact-checking with other duties. Magazines are more likely to use fact checkers than newspapers. Television and radio programs rarely employ dedicated fact checkers, and instead expect others, including senior staff, to engage in fact-checking in addition to their other duties.\n\n2. Content in this section is adapted from the Wikipedia entry 'Fact-checking' (https:/ /en.wikipedia.org/wiki/ Fact-checking) and is used under a CC BY-SA 3.0 license.", + "processing_time": 0.2295520000043325, + "client_elapsed": 0.23067104199435562 + }, + { + "status": "success", + "filename": "01030000000157.pdf", + "markdown": "## Stop\n\nCheck your emotions. If a claim causes strong emotion - anger, glee, pride, vindication - STOP. You must fact-check this claim. Remember from the chapter, Our Mental Shortcuts, that we more readily accept information that confirms our beliefs (confirmation bias) and we tend to think less critically about that kind of information than we do about information that challenges our beliefs (motivated reasoning.) A strong emotional reaction is a sign that these cognitive biases are at work. Remember, these mental shortcuts don't make us bad people, we all have them. But we do need to account for them if we want to move toward better information.\n\nIn addition, if you get lost while working on the other moves, or hit dead ends, or find yourself going down an increasingly confusing rabbit hole during your investigation, STOP. Back up and start over knowing what you know now. You're likely to take a more informed path with\n\n\n\ndifferent search terms and better decisions.", + "processing_time": 0.19804020796436816, + "client_elapsed": 0.1991408749599941 + }, + { + "status": "success", + "filename": "01030000000158.pdf", + "markdown": "to expand this section to include notes, tips and feedback from TWP instructors. If you use these materials, please let me know how it went, what worked for you, and any suggested changes or additions. I'd love to hear from you at chwixson (at) plymouth (dot) edu or fill out as much of [this form] as you'd like.\n\n## Introduction\n\nThroughout the chapters, I tried to generate Reflection & Discussion Questions that could be used either as in class (whole group or think/pair/share) discussion prompts or as written reflections assigned out of class. If your students generate any written answers to any of the Reflection & Discussion Questions in this chapter, I would be very interested to see them.\n\n## Our Mental Shortcuts\n\nIf you'd like to reinforce Kahneman's ideas about System 1 and System 2 thinking the video below (12 minutes) is very good, (thanks to Mike Davidson for this suggestion.)\n\n/ /www.youtube.com/embed/UBVV8pch1dM\n\nReflection & Discussion Question 1: Taking Stock of What You Already Know", + "processing_time": 0.19505470799049363, + "client_elapsed": 0.19665620801970363 + }, + { + "status": "success", + "filename": "01030000000159.pdf", + "markdown": "be a starting point for asking questions too, but I would recommend against brainstorming as the only strategy towards topic and question identification since it does not enable students to get to topics they didn't know existed.\n\nI struggle with getting students to actually read the sources we find together in our research consultations. They seem to want to do all the searching first and all the reading later. No matter how I tell them it's iterative and you need to go back and forth between reading and searching many many times, the messages wasn't landing. This chapter is my next iteration in how to talk about the research process, but I really don't now what the secret recipe is yet. Let me know if you think this one lands.\n\n## Types of Sources\n\nI am a big fan of Mike Caulfield's information literacy work (see the next chapter, SIFTing Information.) Sometimes I have found my attempts to use his strategies in the classroom were hard for students. For example, when I've tried the exercise about the American Academy of Pediatrics and the American College of Pediatricians (Reflection & Discussion Question 1) without first talking about professional organizations, students rarely got how they were different, and it did not build their confidence.\n\nIt's hard to identify a legitimate professional association if you've never heard of the concept of professional associations. This chapter may be long, but I felt it was important to enumerate at least some of the dimensions of the sources they may find, so that when we get to Caulfield's SIFT method they are set up for success.", + "processing_time": 0.19471558299846947, + "client_elapsed": 0.19576675002463162 + }, + { + "status": "success", + "filename": "01030000000160.pdf", + "markdown": "Other advice that might smooth the way for this exercise is to remind students right before they start that we aren't interested in what these organizations' websites say about themselves, but what they can learn about them from the rest of the internet. Encourage use of Wikipedia for this type of source research. Encourage them to slow down and to practice 'click restraint' once they have Googled one of these orgs. What can they learn from looking at just the search results page, without clicking through to anything? What is the overall impression from a variety of results?\n\n- Center for Consumer Freedom: Many of the Google search results (with or without including the search term funding) indicate this is astroturing. A look at the Wikipedia page tells us that this org was started by a pretty well known PR guy and the sidebar lists their focus as 'represents the interests of restaurant and food companies' and their method as 'lobbying.'\n- National Consumers League: Students may note that it has been around since 1899, has no critical results on the first page of Google results, and even has an entry in the Encyclopedia Britannica.\n- One Fair Wage: a legitimately grass-roots effort to raise the minimum wage for restaurant workers.\n- Save Our Tips: This is one case where adding the word funding to the search helps a bit. If we do that we find sources indicating that this group is funded in part by the National Restaurant Association and a conservative strategy and consulting group. Not what you would expect for a grassroots effort lead by waitstaff.", + "processing_time": 0.19522837497061118, + "client_elapsed": 0.19623358396347612 + }, + { + "status": "success", + "filename": "01030000000161.pdf", + "markdown": "of any individual to color their decisions, even when they're acting in good faith.\n\n- Credentials: Academic credentials tend to represent a significant commitment of time towards gaining mastery of a subject, and therefore requiring a particular degree may increase the likelihood of accurate information. However, not all groups are equally represented in higher education. Degree completion is uneven across race and income factors (among others), making academia not demographically representative of our society as a whole. Some perspectives are therefore systematically underrepresented in groups with advanced degrees.\n- Peer Review: Peer review sometimes only results in collaborative improvements to a work. It can also prevent the publication of very obviously flawed or poorly executed or analyzed research. Very new or radical ideas may be initially rejected because they are such a departure from existing dogma. Peer review is largely a practice of academia, therefore has the same exclusionary problems mentioned in the credentials section. It is possible for individual reviewers to act in a biased or unethical way to prevent the publication of some works.\n- Fact Checking: Not a lot of downside here. Let me know if your students come up with anything good.\n- Domains: For some top level domains (mostly just .gov and .edu) looking at the domain provides some assurance that the web content there is an official communication of a particular institution. There really isn't any problem with domains excluding", + "processing_time": 0.19543220900231972, + "client_elapsed": 0.19644799997331575 + }, + { + "status": "success", + "filename": "01030000000162.pdf", + "markdown": "1. Edward Bernays\n2. Wikipedia. Public Relations\n3. Pinterest. Retrieved June 10, 2021.\n4. Bernays, Edward. Crystalizing Public Opinion.\n5. Encyclopedia of Propaganda\n\n## Possible directions for the discussion:\n\n- What the sources suggest about the level of research. Do sources like Wikipedia and Pinterest indicate a deep engagement with the topic? What about the Encyclopedia of Propaganda? Call back to the chapter, Identifying a Topic, encyclopedias are good preliminary sources, but if research stops with an overview source, how valuable is it?\n- Ways in which the citations are ambiguous. Is enough information provided that readers can find the original information? Is number 1 about that person or written by that person? Is number 4 a book or an article? It has implications for how we would look for it. For number 5, there is more than one book with the title Encyclopedia of Propaganda, and also it's unlikely they meant to refer to the whole encyclopedia.\n- The difference between discovering a source on a social media platform and citing the content. Is enough information given to find the Pinterest source? Revisit the creator concept from the chapter, Types of Sources. Social media companies distribute but do not create content, so they are not the ones that should be cited. Opportunity to talk about specific sources students have found on social media", + "processing_time": 0.20408920902991667, + "client_elapsed": 0.20541858300566673 + }, + { + "status": "success", + "filename": "01030000000163.pdf", + "markdown": "## HOW CAN YOU HELP?\n\n## As a boater:\n\n- Check tidal conditions beforehand\n- Stay within marked channels\n- Pay attention to buoys and markers\n- Do not run aground\n- If you run aground, call for help\n- Wear polarized sunglasses\n- Take a safe boating course\n\n## As a developer:\n\n- Do careful mapping of seagrass in potential areas for development\n- Avoid dredging and filling\n- Learn about existing regulations\n\n## As a homeowner:\n\n- Diminish fertilizer use (use soaking, rain gardens, and native plants instead)\n- Dispose of pet waste properly\n- Keep seagrass in mind during construction (for example, build high docks with grating instead of planks)\n\n## As anyone who wants to help:\n\n- Urge politicians to establish stricter water quality regulations\n- Mobilize to give seagrass an 'endangered' status\n- Follow established laws for seagrass protection\n- Reach out to environmental organizations and volunteer in restoration projects\n- Challenge the misconception that seagrass is 'ugly' and 'useless'\n- Tell your friends and family about the importance of this ecosystem\n\n## FURTHER RESOURCES\n\n\n\n\n\nScan this QR code and learn more about seagrass, what you can do to help, and what organizations are fighting for its restoration!\n\n\n\n## SEAGRASS IN SOUTH FLORIDA\n\nWHY I T I S I M P O RTANT & WHAT YOU CAN DO\n\nCC0, 2022\n\n", + "processing_time": 1.8082079580053687, + "client_elapsed": 1.8189996249857359 + }, + { + "status": "success", + "filename": "01030000000164.pdf", + "markdown": "3Btg2 -26 to 31 in; dark grayish brown (10YR 4/2) crushed, silty clay; common coarse prominent dark yellowish brown (10YR 4/6) moist irregular mottles throughout; moderate medium prismatic structure parting to moderate coarse subangular blocky; extremely hard, very firm; common very fine and fine roots throughout; common very fine moderate continuity tubular pores; common distinct continuous very dark grayish brown (10YR 3/2), moist, clay films on vertical and horizontal faces of peds; strongly acid; clear wavy boundary. (0 to 15 in thick)\n\n3Btg3 -31 to 35 in; grayish brown (10YR 5/2) crushed, silty clay; common fine prominent dark yellowish brown (10YR 4/6) moist irregular mottles throughout; moderate medium subangular blocky structure; very hard, friable; common very fine and fine roots throughout; common very fine moderate continuity tubular pores; few faint continuous dark grayish brown (10YR 4/2), moist, clay films on vertical and horizontal faces of peds; common medium rounded very dark grayish brown (10YR 3/2) soft clay bodies pedogenic throughout and few medium rounded white (10YR 8/1) soft nests of gypsum pedogenic throughout; strongly acid; clear wavy boundary. (0 to 10 in thick)\n\n3Btg4 -35 to 42 in; grayish brown (10YR 5/2) crushed, silty clay loam; common fine prominent dark yellowish brown (10YR 4/6) moist irregular mottles throughout and common fine prominent yellowish brown (10YR 5/8) moist irregular mottles throughout; weak coarse prismatic structure parting to moderate medium subangular blocky; very hard, friable; common very fine and fine roots throughout; common very fine and fine moderate continuity tubular pores; few faint discontinuous dark grayish brown (10YR 4/2), moist, clay films on vertical faces of peds and few distinct continuous very dark grayish brown (10YR 3/2) moist, silt coats in root channels and/or pores; few medium rounded white (10YR 8/1) soft nests of gypsum pedogenic throughout; strongly acid; gradual wavy boundary. (0 to 10 in thick)\n\n3Btg5/E -42 to 54 in; dark grayish brown (10YR 4/2) exterior, silty clay loam; common fine prominent dark yellowish brown (10YR 4/6) moist irregular mottles throughout; moderate coarse prismatic structure parting to moderate medium subangular blocky; hard, friable; common very and fine roots throughout; many very fine and fine moderate continuity tubular pores; few faint discontinuous dark grayish brown (10YR 4/2) moist clay films on vertical faces of peds and few distinct continuous very dark grayish brown (10YR 3/2) moist, silt coats in root channels and/or pores; strongly acid; gradual wavy boundary. (0 to 15 in thick)\n\n3Btg6/E -54 to 69 in; light brownish gray (10YR 6/2) exterior, silty clay loam; common coarse prominent dark yellowish brown (10YR 4/6) moist irregular mottles throughout and common coarse prominent dark reddish brown (5YR 3/4) moist irregular mottles throughout; moderate coarse prismatic structure parting to weak coarse subangular blocky; slightly hard, very friable; common very fine and fine roots throughout; many very fine and fine moderate continuity tubular pores; few faint continuous grayish brown (10YR 5/2), moist, clay films on vertical faces of peds and few distinct continuous dark grayish brown(10YR 4/2) moist silt coats in root channels and/or pores; common fine rounded black (N 2/0) soft iron/manganese concretions pedogenic throughout; strongly acid; gradual wavy boundary. (0 to 20 in thick)\n\n3Btg7/E -69 to 86 in; light brownish gray (10YR 6/2) exterior, silty clay loam; common coarse prominent dark yellowish brown (10YR 4/6) moist irregular mottles throughout and common fine prominent dark brown (7.5YR 3/4.) moist irregular mottles throughout; weak coarse prismatic structure; slightly hard, very friable; few very fine roots throughout; common very fine and fine moderate continuity tubular pores; few faint discontinuous dark grayish brown (10YR 4/2), moist, clay films on vertical faces of peds and few distinct continuous grayish brown (10YR 5/2) moist, silt coats in root channels and/or pores; common fine rounded black (N 2/0) soft iron/manganese concretions pedogenic throughout and few medium irregular brown (10YR 5/3) soft clay bodies pedogenic in cracks; very strongly acid; clear smooth boundary. (0 to 20 in thick)\n\n3Btg8/E -86 to 97 in; 80% light brownish gray (2.5Y 6/2) exterior, and 15% yellowish brown (10YR 5/8), exterior, and 5% strong brown (7.5 YR 4/6), exterior, silty clay loam; moderate coarse prismatic structure parting to weak coarse", + "processing_time": 0.2761772500234656, + "client_elapsed": 0.27732737496262416 + }, + { + "status": "success", + "filename": "01030000000165.pdf", + "markdown": "\n\n## Table 13.2. Effect of cations on flocculation of a clay suspension.\n\n| Added cation | Relative Size & Settling Rates of Floccules |\n|----------------|-----------------------------------------------|\n| K+ | |\n| Na+ | |\n| Ca2+ | |\n| Al3+ | |\n| Check | |\n\n## Activity 4. Determining CEC by replacing adsorbed cations.\n\nIn this activity, you will titrate the filtrate with a 0.01 molar solution of NaOH using phenolphthalein as an indicator. Phenolphthalein changes from colorless to faint pink when the quantity of OH -ions added via the NaOH equals the quantity of H + ions in the solution (that is, when the pH is raised to 7). For this activity, assume the soil samples have been extracted and the filtrates are now available for analysis.\n\n1. Place 10 ml of each filtrate into separate 125 ml flasks. This 10 ml quantity is the amount of filtrate from 1.0 gram of soil.\n2. Add 10 drops of the phenolphthalein indicator.\n3. Titrate the extract with the NaOH solution to a faint pink endpoint. The titration must be done very carefully to obtain meaningful results. If you put too much NaOH in the flask and get a bright pink color, discard the solution and repeat the process. In the table below, record the milliliters of NaOH solution used to achieve the endpoint.\n\n\n\nCalculate the CEC and record your data in Table 13.3.\n\nHere is an example of how to calculate the CEC, assuming 2.5 mL of NaOH was required to achieve an end point. The reaction occurring during titration is\n\nThus, one mole of NaOH reacts with one mole of H + . Therefore, at the phenolphthalein end point, moles of NaOH added = moles of H+ in solution.\n\nThe solution of 0.01 molar NaOH contains 1 cmol charge per liter (1 cmolc/L). Therefore 2.5 mL NaOH contains\n\nThus, the CEC is", + "processing_time": 0.6413942080107518, + "client_elapsed": 0.6436471249908209 + }, + { + "status": "success", + "filename": "01030000000166.pdf", + "markdown": "## Activity 5. Calculating versus estimating CEC\n\nThere are two ways you can calculate the CEC: the sum of cations method and the mineralogy method.\n\n## The Sum-of-Cations Method\n\nIf you have a soil analysis where the quantities of all cations in the soil are listed, simply summing all those exchangeable quantities will yield the CEC you found in the preceding problems.\n\n## The 'Mineralogy' Method\n\nAs you know from your reading and class discussion, clay minerals have a range of values for CEC. If the mineralogy of the clay fraction is known (that is, the type and amounts of each clay mineral), then the CEC can be approximated.\n\nTo make these calculations easier, Table 13.4 contains representative values for CEC to use in all calculations for this class unless otherwise noted. In nature, however, these soil colloids will have a range of values.\n\n## Table 13.4. Typical CEC of various soil colloids.\n\n| Mineral or colloid type | CEC of pure colloid cmolc/kg |\n|---------------------------|--------------------------------|\n| kaolinite | 10 |\n| illite | 30 |\n| montmorillonite/smectite | 100 |\n| vermiculite | 150 |\n| humus | 200 |\n\nAs an example of this mineralogy approach to CEC calculations, consider a soil having 100% clay where the clay is 100% kaolinite. The CEC would then be 10 cmolc/kg. If a soil contains only 10% kaolinite (or 10 kg clay in 100 kg soil), however, this clay would contribute\n\nA prairie soil contains 30% clay. This clay sized fraction is dominantly montmorillonite. The soil also contains 5% humus (organic matter).\n\n\n\nUsing the mineralogy method, what is the cation exchange capacity (CEC) contributed by the clay?", + "processing_time": 0.5700708329677582, + "client_elapsed": 0.5718195409863256 + }, + { + "status": "success", + "filename": "01030000000167.pdf", + "markdown": "The acidic cations adsorbed on the negative exchange sites are called the reserve ( also residual or potential) and saltreplaceable ( also exchangeable) acidity. The reserve and salt-replaceable acidity controls the level of soluble or active acidity in the soil solution. Only the active acidity is measured in a routine pH determination. The reserve and saltreplaceable acidity is always many times higher than the active acidity.\n\nA soil is acid when hydrogen ions predominate in the soil. The degree of acidity is expressed in terms of pH, which is defined as the negative logarithm of the hydrogen ion activity. Therefore, the pH of a 0.01-molar hydrogen ion solution is\n\nAt pH 7, the concentration of H+ ions and OH- ions are equal, and the soil or solution is neutral. At pH values less than 7, the soil is acid; at values more than 7, the soil is alkaline. Most soils vary in pH from about 4 to 10. Soils in areas with high rainfall are generally acid with a pH less than 7. Soils developed in high-lime deposits often will be alkaline. Soils high in calcium seldom have pH values higher than 7.5, but the presence of large amounts of calcium carbonate may cause the pH to be as high as 8.5. Where the pH is higher than 8.5, an excess of sodium is highly probable.\n\nThe most desirable soil pH for most crops in Kansas is 6.8. However, crops like blueberries need a lower pH, and other crops, like alfalfa, need a higher pH. At soil pH less than 5.8, several problems may occur:\n\n- Al and Mn toxicity\n- Inhibited growth of N-fixing bacteria\n- Possible deficiencies in Mg and/or Ca.\n- P deficiency (P reacts with Fe and Al)\n- At more than pH 7.5, other problems may occur:\n- Deficiency of Fe, Mn, Cu, or Zn\n- P deficiency (P reacts with Ca)\n\n## Buffering Capacity\n\nBuffering capacity is a measure of the soil's ability to resist a change in pH, directly related to the magnitude of the exchange capacity. Small fluctuations in acid or base content can occur without a noticeable pH change as cations are adsorbed or released from the exchange complex. Soils with the largest cation exchange capacity have the greatest buffering of a pH change. In other words, two soils may have the same pH (active acidity in soil solution), but the one with the largest cation exchange capacity will have the most acidity stored in reserve and therefore the highest buffering capacity or ability to resist a change in pH. For this reason, it takes less lime to increase the pH of a sandy soil (low CEC) by a given amount than it takes to increase the pH of a clay soil (higher CEC) the same amount.\n\n## Sources of Soil Acidity\n\nControlling soil pH is vital to optimal use and productivity of soils. Adding lime is the most effective and practical way to raise the pH of acid soils. Elemental sulfur, iron sulfate, or aluminum sulfate can be used to reduce soil pH. Because acidity is a concern in Kansas, we will focus on raising soil pH. Understanding the following equations should help you understand the sources of soil acidity and soil reactions to lime.", + "processing_time": 0.3002223340445198, + "client_elapsed": 0.3019894590252079 + }, + { + "status": "success", + "filename": "01030000000168.pdf", + "markdown": "Soils with the same pH may require different amounts of limestone due to differences in CEC, which would imply differences in buffering capacities. For example, consider the amount of limestone necessary to raise the base saturation of two soils from 70% to 90% when one soil has a CEC of 15 cmolc/kg, and the other has a CEC of 40 cmolc/kg.\n\nLastly, soil pH is governed by base saturation. If other factors are constant, the lower the pH, the more lime that is required to achieve a desired pH. This is because at a low pH, a larger percentage of the CEC is occupied by acid cations, which requires larger amounts of lime to neutralize.\n\n## Activity 1: Determining pH With Indicator Strips (Field Method)\n\nOf the several techniques available for determining pH, one that can be used easily in the field is the indicator strip method. This technique uses the principle of pH sensitivity of certain dyes, which cause differences in color across a range in pH. With the soils provided, complete the following pH determination:\n\nWeigh 10.0 g of soil into a small plastic cup. Add 20 ml of distilled water and stir. Allow to stand for 5 minutes, occasionally stirring.\n\nUsing the pH indicator strips provided, dip the strip into the cup until the tip is wetted. Determine the pH by comparing the color change of the pH test strip to the color chart.\n\n\n\nRecord the soil pH in Table 14.1.\n\n## Activity 2: Determining Soil pH with a pH Meter\n\nLaboratory pH meters are more accurate than pH dyes and strips. The pH meter measures the hydrogen ion activity [H + ] by measuring the electric potential across a thin, porous glass membrane at the base of the electrode. This potential changes in response to [H + ], and by standardizing the instrument with buffers of known pH, we can measure the pH of any solution, including soil solutions.\n\nUsing the samples prepared in Activity 1, carefully place the electrode in the suspension. Gently swirl the electrode in the solution, and note the pH reading. Wait for the pH meter to reach a steady reading, indicated by the word 'ready' on the screen.\n\n\n\nRecord the value for this 1:2 soil-water suspension in Table 14.1.", + "processing_time": 0.3041393749881536, + "client_elapsed": 0.3058315410162322 + }, + { + "status": "success", + "filename": "01030000000169.pdf", + "markdown": "- Lime is recommended if pH < 5.8\n- Depth is in inches\n- Used if cash flow is limited or in lime availability problem areas in Central and Western Kansas\n- Lime is recommended if pH < 5.5\n\nThis buffer contains chromium (Cr), a toxic heavy metal. Therefore, your lab instructor will perform the SMP buffer analysis. As a class, determine which soil-water mixtures from Activity 1 need lime (pH ≤ 6.4). To those solutions, add 10 ml of the SMP buffer solution, and stir with a glass rod. Allow the mixtures to stand for 30 minutes, which should be enough time for the acid cations to be displaced from the CEC and forced into solution. Read the pH on meter.\n\n\n\nAssuming the desired pH is 6.0 (i.e. use the middle equation), calculate the lime requirement, show your work below, and record your results in Table 14.1.\n\n## Activity 5: Evaluating Liming Materials\n\nThe type of liming material and the size or fineness of the material determine how efficiently liming materials raise soil pH. This experiment was actually initiated earlier in the semester to allow time for the liming agents to react. Amending the soil with several different liming agents allows us assess the effects of particle size and liming material based on the relative changes in soil. The treatments included the following:\n\n- Reagent grade CaCO3\n- Reagent grade CaO\n- Reagent grade CaSO4\n- Coarse dolomitic limestone (35 mesh)\n- Fine dolomitic limestone (120 mesh)\n- Control (no amendments)\n\nWhen this experiment was initiated, each lab section was divided into six groups, with each group responsible for one of the six treatments. Your laboratory instructor assigned a treatment to your group, and you completed the following steps:\n\n1. Label four plastic bags\n2. Weigh 20 g of air-dry soil into each plastic bag.\n3. Weigh 0.1 gram of designated liming material onto weighing paper.\n4. Add the liming material to the soil and mix thoroughly to distribute evenly in the soil.\n5. Add a few mL of water to each bag and mix.\n6. Close the bags to start incubation.\n\nNow that the liming agents have had time to react, you will collect the results.", + "processing_time": 0.30265587504254654, + "client_elapsed": 0.30491829197853804 + }, + { + "status": "success", + "filename": "01030000000170.pdf", + "markdown": "## cropping.\n\n| | Contour Farming | Contour Farming | Contour Strip Cropping | Contour Strip Cropping | Contour Strip Cropping |\n|--------------------|-----------------------|-------------------|--------------------------|--------------------------|--------------------------|\n| Slope Gradient (%) | Max Slope Length (ft) | P Value | Strip Width (ft) | P Value,RGMM | P Value, RRGM |\n| 1 - 2 | 400 | 0.6 | 130 | 0.30 | 0.45 |\n| 3 - 5 | 300 | 0.5 | 100 | 0.25 | 0.38 |\n| 6 - 8 | 200 | 0.5 | 100 | 0.25 | 0.38 |\n| 9 - 12 | 120 | 0.6 | 80 | 0.30 | 0.45 |\n| 13 - 16 | 100 | 0.7 | 80 | 0.35 | 0.52 |\n| 17 - 20 | 100 | 0.8 | 60 | 0.40 | 0.60 |\n\nTable adapted from Jones et al. (1988) with permission. †Strip cropping uses a four-year rotation of row crop followed by one year of a small grain and two years of meadow (forages) for RGMM, or uses two years of row crops followed by one year of small grain and one year of meadow for RRGM. Meadow includes alfalfa, clover, grass, etc.\n\n\n\n\n\nHow does the erosion rate under contour tillage compare to the tolerable erosion rate?\n\nHow does the erosion rate under contour tillage compare to the erosion rate under conservation tillage alone?\n\nNext we will test the impact of installing terraces on the landscape. Using Table 16.5, determine the Pt factor. When terraces are installed, contour tillage is usually used as well. Also, note that installing a terrace results in a shorter length of the slope (because the terrace stops water from continuing to run down slope), so this calculation is performed for each terrace individually. Also note that the net P factor is determined by multiplying the Pc and Pt values together, or writing the RUSLE as follows:\n\nTable 16.5. Conservation practice (P) values for terraces with underground outlets or waterways.\n\n| Terrace Interval | Underground Outlets | Waterways with percent grade of: | Waterways with percent grade of: | Waterways with percent grade of: |\n|--------------------|-----------------------|------------------------------------|------------------------------------|------------------------------------|\n| (ft) | | 0.1-0.3 | 0.4-0.7 | 0.8 |\n| | Pt Values | Pt Values | Pt Values | Pt Values |\n| <110 | 0.5 | 0.6 | 0.7 | 1.0 |\n| 110-140 | 0.6 | 0.7 | 0.8 | 1.0 |\n| 140-180 | 0.7 | 0.8 | 0.9 | 1.0 |\n| 180-225 | 0.8 | 0.8 | 0.9 | 1.0 |\n| 225-300 | 0.9 | 0.9 | 1.0 | 1.0 |\n| 300+ | 1.0 | 1.0 | 1.0 | 1.0 |", + "processing_time": 1.372004958044272, + "client_elapsed": 1.3738390829530545 + }, + { + "status": "success", + "filename": "01030000000171.pdf", + "markdown": "## Contents\n\n| Acknowledgment of Country | v |\n|-----------------------------------------------------------------------------------------|------|\n| Accessibility Information | vi |\n| Acknowledgments | vii |\n| About the Authors | viii |\n| Introduction | 1 |\n| Part I. Chapter One - Exploring Your Data | |\n| Section 1.1: Data and Types of Statistical Variables | 3 |\n| Section 1.2: Descriptive Statistics | 5 |\n| Section 1.3: Missing Data | 6 |\n| Section 1.4: Checking Values | 7 |\n| Section 1.5: Normality | 8 |\n| Section 1.6: Outliers | 9 |\n| Section 1.7: Chapter One Self-Test | 10 |\n| Part II. Chapter Two - Test Statistics, p Values, Confidence Intervals and Effect Sizes | |\n| Section 2.1: p Values | 12 |\n| Section 2.2: Significance | 13 |\n| Section 2.3: Confidence Intervals | 14 |\n| Section 2.4: Effect Sizes | 16 |\n| Section 2.5: Statistical Power | 17 |\n| Section 2.6: Chapter Two Self-Test | 18 |\n| Part III. Chapter Three - Comparing Two Group Means | |\n| Section 3.1: Looking at Group Differences | 20 |\n| Section 3.2: Between Versus Within Groups Analysis | 21 |\n| Section 3.3: Independent T-test Assumptions, Interpretation, and Write Up | 22 |\n| Section 3.4: Paired T-test Assumptions, Interpretation, and Write Up | 25 |\n| Section 3.5: Chapter Three Self-Test | 27 |\n| Part IV. Chapter Four - Comparing Associations Between Two Variables | |\n| Section 4.1: Examining Relationships | 29 |\n| Section 4.2: Correlation Assumptions, Interpretation, and Write Up | 31 |\n| Section 4.3: Chapter Four Self-Test | 33 |\n\nv\n\n1\n\n3\n\n5\n\n6\n\n7\n\n8\n\n9", + "processing_time": 1.1187550000031479, + "client_elapsed": 1.1217550830333494 + }, + { + "status": "success", + "filename": "01030000000172.pdf", + "markdown": "| Part V. Chapter Five - Comparing Associations Between Multiple Variables | |\n|---------------------------------------------------------------------------------------------|-----|\n| Section 5.1: The Linear Model | 35 |\n| Section 5.2: Simple Regression Assumptions, Interpretation, and Write Up | 36 |\n| Section 5.3: Multiple Regression Explanation, Assumptions, Interpretation, and Write Up | 39 |\n| Section 5.4: Hierarchical Regression Explanation, Assumptions, Interpretation, and Write Up | 43 |\n| Section 5.5: Chapter Five Self-Test | 47 |\n| Part VI. Chapter Six - Comparing Three or More Group Means | |\n| Section 6.1: Between Versus Within Group Analyses | 49 |\n| Section 6.2: One-Way ANOVA Assumptions, Interpretation, and Write Up | 51 |\n| Section 6.3 Repeated Measures ANOVA Assumptions, Interpretation, and Write Up | 54 |\n| Section 6.4: Chapter Six Self-Test | 62 |\n| Part VII. Chapter Seven - Moderation and Mediation Analyses | |\n| Section 7.1: Mediation and Moderation Models | 64 |\n| Section 7.2: Mediation Assumptions, The PROCESS Macro, Interpretation, and Write Up | 66 |\n| Section 7.3: Moderation Models, Assumptions, Interpretation, and Write Up | 69 |\n| Section 7.4: Chapter Seven Self-Test | 73 |\n| Part VIII. Chapter Eight - Factor Analysis and Scale Reliability | |\n| Section 8.1: Factor Analysis Definitions | 75 |\n| Section 8.2: EFA versus CFA | 76 |\n| Section 8.3: EFA Steps with Factor Extraction | 78 |\n| Section 8.4: EFA Determining the Number of Factors | 80 |\n| Section 8.5: EFA Interpretation | 84 |\n| Section 8.6: EFA Write Up | 86 |\n| Section 8.7: Scale Reliability | 87 |\n| Section 8.8: Chapter Eight Self-Test | 89 |\n| Part IX. Chapter Nine - Nonparametric Statistics | |\n| Section 9.1: Nonparametric Definitions | 91 |\n| Section 9.2: Choosing Appropriate Tests | 93 |\n| Section 9.3: Comparing Two Independent Conditions: The Mann- Whitney U Test | 94 |\n| Section 9.4: Comparing Two Dependent Conditions or Paired Samples - Wilcoxon Sign-Rank Test | 96 |\n| Section 9.5: Differences Between Several Independent Groups: The Kruskal-Wallis Test | 98 |\n| Section 9.6: Chapter Nine Self-Test | 100 |\n| References | 101 |\n\n101", + "processing_time": 1.2140631669899449, + "client_elapsed": 1.2167843750212342 + }, + { + "status": "success", + "filename": "01030000000173.pdf", + "markdown": "## Humanity's Home Base.\n\nFigure 1. This image shows the Western hemisphere as viewed from space 35,400 kilometers (about 22,000 miles) above Earth. Data about the land surface from one satellite was combined with another satellite's data about the clouds to create the image. (credit: modification of work by R. Stockli, A. Nelson, F. Hasler, NASA/ GSFC/ NOAA/ USGS)\n\n\n\nOur nearest astronomical neighbor is Earth's satellite, commonly called the Moon . Figure 2 shows Earth and the Moon drawn to scale on the same diagram. Notice how small we have to make these bodies to fit them on the page with the right scale. The Moon's distance from Earth is about 30 times Earth's diameter, or approximately 384,000 kilometers, and it takes about a month for the Moon to revolve around Earth. The Moon's diameter is 3476 kilometers, about one fourth the size of Earth.\n\nEarth and Moon, Drawn to Scale.\n\n\n\n|", + "processing_time": 0.46653320803306997, + "client_elapsed": 0.46923700004117563 + }, + { + "status": "success", + "filename": "01030000000174.pdf", + "markdown": "## Tycho Brahe's Observatory\n\nThree years after the publication of Copernicus' De Revolutionibus , Tycho Brahe was born to a family of Danish nobility. He developed an early interest in astronomy and, as a young man, made significant astronomical observations. Among these was a careful study of what we now know was an exploding star that flared up to great brilliance in the night sky. His growing reputation gained him the patronage of the Danish King Frederick II, and at the age of 30, Brahe was able to establish a fine astronomical observatory on the North Sea island of Hven (Figure 1). Brahe was the last and greatest of the pre-telescopic observers in Europe.\n\n## Tycho Brahe (1546-1601) and Johannes Kepler (1571-1630).\n\n\n\n\n\n(b)\n\nFigure 1 . (a) A stylized engraving shows Tycho Brahe using his instruments to measure the altitude of celestial objects above the horizon. The large curved instrument in the foreground allowed", + "processing_time": 0.4358268749783747, + "client_elapsed": 0.44116991601185873 + }, + { + "status": "success", + "filename": "01030000000175.pdf", + "markdown": "radiation at other wavelengths, as shown in (Figure 1). Just as you can catch more rain with a garbage can than with a coffee cup, large telescopes gather much more light than your eye can. Second, there is an instrument attached to the telescope that sorts the incoming radiation by wavelength. Sometimes the sorting is fairly crude. For example, we might simply want to separate blue light from red light so that we can determine the temperature of a star. But at other times, we want to see individual spectral lines to determine what an object is made of, or to measure its speed (as explained in the Radiation and Spectra chapter). Third, we need some type of detector , a device that senses the radiation in the wavelength regions we have chosen and permanently records the observations.\n\n## Orion Region at Different Wavelengths.\n\nFigure 1. The same part of the sky looks different when observed with instruments that are sensitive to different bands of the spectrum. (a) Visible light: this shows part of the Orion region as the human eye sees it, with dotted lines added to show the figure of the mythical hunter, Orion. (b) X-rays: here, the view emphasizes the point-like X-ray sources nearby. The colors are artificial, changing from yellow to white to blue with increasing energy of the X-rays. The bright, hot stars in Orion are still seen in this image, but so are many other objects located at very different\n\n", + "processing_time": 0.3262939170235768, + "client_elapsed": 0.3306631669984199 + }, + { + "status": "success", + "filename": "01030000000176.pdf", + "markdown": "vapor and other gases, making it useless. Only in the vacuum of space can optical elements be cooled to hundreds of degrees below freezing and still remain operational.\n\nThe first orbiting infrared observatory, launched in 1983, was the Infrared Astronomical Satellite (IRAS), built as a joint project by the United States, the Netherlands, and Britain. IRAS was equipped with a 0.6-meter telescope cooled to a temperature of less than 10 K. For the first time, the infrared sky could be seen as if it were night, rather than through a bright foreground of atmospheric and telescope emissions. IRAS carried out a rapid but comprehensive survey of the entire infrared sky over a 10-month period, cataloging about 350,000 sources of infrared radiation. Since then, several other infrared telescopes have operated in space with much better sensitivity and resolution due to improvements in infrared detectors. The most powerful of these infrared telescopes is the 0.85-meter Spitzer Space Telescope, which launched in 2003. A few of its observations are shown in Figure 2. With infrared observations, astronomers can detect cooler parts of cosmic objects, such as the dust clouds around star nurseries and the remnants of dying stars, that visible-light images don't reveal.\n\n## Observations from the Spitzer Space Telescope (SST).\n\nFigure 2. These infrared images-a region of star formation, the remnant of an exploded star, and a region where an old star is\n\n", + "processing_time": 0.33802579197799787, + "client_elapsed": 0.341198833019007 + }, + { + "status": "success", + "filename": "01030000000177.pdf", + "markdown": "Figure 7.3. You can read more about KSU's marketing approach in Marking Open and Affordable Courses (Hare, Kirschner, and Reed 2020).\n\n\n\nFor an even simpler graphic, we can look to Kansas State University. KSU's Open/Alternative Textbook Initiative developed their OER icon, a book with an 'O' on the cover, to be recognizable even at a small scale. This was done because it would be used as a marking denoting the use of open materials in their course schedule. This graphic is clear, easy to read, and emblematic of the initiative itself, by representing open textbooks with a book icon.\n\n## Aligning with Your Identity\n\nLike KSU did with their OER icon, your branding should be reflective of your initiative's work in some way. Think about your audience and what you want them to feel when they see your program's marketing on campus. Does your program have a unique name or tagline that influences the way you present it (e.g., playful, bold, colorful, or innovative)?\n\nFigure 7.4. You can read more about CVCC's marketing approach in Marking Open and Affordable Courses (Hare, Kirschner, and Reed 2020).\n\n\n\nA great example of a program whose name and messaging align clearly with their work is Central Virginia Community College (CVCC). CVCC uses the tagline 'OpenEd CVCC: Innovation and Affordability' as their program's name and their icon features this theme of innovation through graphics of light bulbs, gears, and representations of various disciplines.\n\nCVCC's logo is more complex than the ones we shared in our 'simple' section. However, this isn't a problem in their case. Keep in mind that the simplicity of any graphic will depend on where and how it's used. CVCC's logo might have more going on than KSU's icon, but it is meant to be used at a larger scale, so it can accommodate this complexity. If your logo will be used in print materials or as a smaller icon, that's when you'll want to focus on simpler designs. For graphics that will be displayed more prominently, though, a larger graphic works fine.", + "processing_time": 0.47815566702047363, + "client_elapsed": 0.480039875023067 + }, + { + "status": "success", + "filename": "01030000000178.pdf", + "markdown": "## Promotional Materials\n\nA good promotional strategy should include multiple facets, from physical materials to digital communications. Below, we've compiled a table of promotional materials you might use on campus, and examples of each type.\n\nTable 7.1. Types of promotional materials\n\n| Communication Channel | Medium | Examples |\n|-------------------------|---------------------|-------------------------------------------------------------------|\n| Direct communications | Physical or digital | meetings, consultations, listening sessions, email lists |\n| Indirect communications | Primarily digital | websites, videos, news articles, newsletters, social media posts, |\n| Messaging | Physical or digital | brochures, posters, signs, booklets |\n| Events | Physical or digital | presentations, webinars, seminars, panels, training sessions |\n| Physical digital | or | Interactive OER'petting zoos,' games, exhibits, surveys |\n| Goodies | Primarily physical | pens, notepads, bookmarks, stickers, buttons, etc |\n\nGet in contact with partners at your institution to learn more about the processes and options available to you and how you can best leverage the support at your disposal. If you have a marketing team available to you that orders pens and other materials for campus events, get in contact with them about their vendors and how you can leverage their existing workflows for ordering materials to support your OER Program. This might be as simple as ordering buttons and posters through your University Printing Office, or it may require you to browse a third party's marketing catalog or to create materials yourself, if you lack funding for your work.\n\n## Annual Events\n\nCreating promotional materials and graphics can make your OER program recognizable on your college's campus, but just because you've created materials doesn't mean that people will find or learn from them. As a program manager, you will need to find ways to implement your messaging and events on campus. Leveraging annual events like Open Education Week in March and International Open Access Week in October can ground your work in a given time of year and focus your programming around a topic or theme (Open Education Global, n.d.; SPARC, n.d.). The Open Education Week website lists past events and provides downloadable promotional materials to help you kickstart your event planning and coordination. If these weeks regularly conflict with other events at your institution, that's okay. You can celebrate Open Education Week the week before or after it falls. So long as you are consistent in the general time you hold these events, they will still gain recognition at your institution and faculty will come to expect them.", + "processing_time": 0.6103022499592043, + "client_elapsed": 0.6120186669868417 + }, + { + "status": "success", + "filename": "01030000000179.pdf", + "markdown": "Figure 12.2. A set of open textbooks printed in bulk are featured in this photo. Open textbooks from the Open Course Library, picture by Tom Caswell, CC BY 2.0.\n\n\n\n## What tool(s) do you typically use in your course?\n\nAsk whether the instructor utilizes your institution's course management system (Canvas, Blackboard, etc.), or a separate course website to communicate and share content with students. This may affect the tools and practices you recommend.\n\n## What supporting materials do you utilize for this course?\n\nIf the instructor relies on self-grading homework platforms or ancillary presentations and lecture notes from publishers, you will want to discuss the various free and low-cost options available to replace that content (See Chapter 15, Finding Ancillaries for OER).\n\nAlternatively, does the instructor already supplement their course materials with course notes or materials they have personally created? Often, when traditional materials are lacking or require supplement, instructors will create notes, reading lists, or other content to 'back up' any traditional, commercial content used in their course. This instructor-created content can be reused with OER as well, or even adapted into a new open resource in the future.", + "processing_time": 0.8835098749841563, + "client_elapsed": 0.8857579160248861 + }, + { + "status": "success", + "filename": "01030000000180.pdf", + "markdown": "## Version History\n\nThis page provides a record of edits and changes made to this book since its initial publication. Whenever edits or updates are made in the text, we provide a record and description of those changes here. If the change is minor, the version number increases by 0.1. If the edits involve substantial updates, the edition number increases to the next whole number.\n\nThe files posted alongside this book always reflect the most recent version. If you find an error in this book, please let us know in the Rebus Community forum, where reported errors will be visible to others.\n\nWe will contact the author, make the necessary changes, and replace all file types as soon as possible. Once we receive the updated files, this Version History page will be updated to reflect the edits made.\n\n## Version History\n\n## Version History\n\n| Version | Date | Change | Affected Sections |\n|-----------|----------------|-----------------------------------------------------------------------|-----------------------------------------------|\n| 1 | April 30, 2022 | Original | |\n| 1 | June 3, 2022 | Small edits for clarity on Creative Commonslicensing and attribution. | 1. Introduction to Open Educational Resources |", + "processing_time": 0.5481777499662712, + "client_elapsed": 0.5499867080361582 + }, + { + "status": "success", + "filename": "01030000000181.pdf", + "markdown": "## Upstage aims to enrich your business by providing Easy-to-Apply AI solutions\n\nOur Purpose\n\nMaking AI Beneficial\n\nOur Mission\n\nEasy-to-apply AI, Everywhere\n\nWhat We Do\n\nProviding the world's best and easy-to-use AI solutions for everyone\n\n- Plug-and-play to cross/multi-cloud system\n- Ensuring performance tailored to customer data via retraining\n- Providing a platform that allows easy distribution and management of AI solutions\n- AI consulting service to help AI transformation", + "processing_time": 0.2836377920466475, + "client_elapsed": 0.28526691597653553 + }, + { + "status": "success", + "filename": "01030000000182.pdf", + "markdown": "## AI Pack\n\n## Upstage offers 3 AI packs that process unstructured information and data, making a tangible impact on your business\n\n| | OCR | Recommendation | Product semantic search |\n|-----------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| Pack | A solution that recognizes characters in an image and extracts necessary information | A solution that recommends the best products and contents | A solution that enables semantic search, analyzes and organizes key information in unstructured text data into a standardized form (DB) |\n| Application | Applicable to all fields that require text extraction from standardized documents, such as receipts, bills, credit cards, ID cards, certificates, and medical receipts | Applicable to all fields that use any form of recommendation including alternative products, products and contents that are likely to be purchased next | Applicable to all fields that deal with various types of unstructured data containing text information that require semantic search and conversion into a DB |\n| Achieved 1 st place in the OCR World The team includes specialists who presented 14 papers in the world's renowned AI conferences | Competition have most Team with specialists and technologies that received Kaggle's Gold Medal recommendation (Education platform) Proven superior performance of more than 170% compared to other global top-tier | recommendation models | Highlight Creation of the first natural language evaluation system in Korean (KLUE) World's No.1 in Kaggle text embedding competition in E-commerce subject (Shopee) |", + "processing_time": 0.6067632919875905, + "client_elapsed": 0.6085231250035577 + }, + { + "status": "success", + "filename": "01030000000183.pdf", + "markdown": "## Recommendation pack shows outstanding performance of 1.7~2.6 times that of competing models even when using commercial service data\n\nComparison with Beauty Commerce Recommendation Models\n\nRecommendation model Hit Ratio comparison\n\n\n\nComparison Case of Domestic Subscription Platform Recommendation Model Comparison of quantitative evaluations among personalized content recommendations\n\nEducation Content Platform PoC Case\n\n\n\nComparison of prediction rates of correct/incorrect answers based on personalized questions\n\n", + "processing_time": 0.739311249984894, + "client_elapsed": 0.7417504999903031 + }, + { + "status": "success", + "filename": "01030000000184.pdf", + "markdown": "## SS Pack allows businesses to access further data more rapidly\n\nThe SS Pack can reduce the information acquisition time by returning all the information that matches the user's search intent.\n\nThe performance optimized for individual search systems is maintained by automatic updates of real-time search log records, augmented by Upstage's technological know-how.\n\n\n\n## Higher Return of Information\n\nUnlike existing search systems that only return information limited to the entered search keywords, SS Pack returns all relevant data that meet the user's search intent\n\n## SOTA Cutting-Edge Technology 2\n\nThe analysis of user logs saved in real-time allows us to further optimize the individual search services over time\n\n## Optimal Attempt\n\n## Reduced Information Acquisition Time\n\nBy returning all semantic-based information of the search keywords, the time required for information acquisition is reduced drastically compared to that of traditional keyword-matching search systems\n\n1 Evaluated against 100 internal test queries. Comparison of the amount of information returned with at least one keyword included in the search term and the amount of returned information against that of SS Pack", + "processing_time": 0.5427948749857023, + "client_elapsed": 0.5452233329997398 + }, + { + "status": "success", + "filename": "01030000000185.pdf", + "markdown": "## SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling\n\n∗ ∗† ∗† ∗†\n\nDahyun Kim , Chanjun Park , Sanghoon Kim , Wonsung Lee , Wonho Song Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim Changbae Ahn, Seonghoon Yang, Sukyung Lee, Hyunbyung Park, Gyoungjin Gim Mikyoung Cha, Hwalsuk Lee † , Sunghun Kim †\n\nUpstage AI, South Korea\n\n{kdahyun, chanjun.park,limerobot, wonsung.lee, hwalsuk.lee, hunkim}@upstage.ai\n\n## Abstract\n\nWe introduce SOLAR 10.7B, a large language model (LLM) with 10.7 billion parameters, demonstrating superior performance in various natural language processing (NLP) tasks. Inspired by recent efforts to efficiently up-scale LLMs, we present a method for scaling LLMs called depth up-scaling (DUS), which encompasses depthwise scaling and continued pretraining. In contrast to other LLM up-scaling methods that use mixture-of-experts, DUS does not require complex changes to train and inference efficiently. We show experimentally that DUS is simple yet effective in scaling up highperformance LLMs from small ones. Building on the DUS model, we additionally present SOLAR 10.7B-Instruct, a variant fine-tuned for instruction-following capabilities, surpassing Mixtral-8x7B-Instruct. SOLAR 10.7B is publicly available under the Apache 2.0 license, promoting broad access and application in the LLM field 1 .\n\n## 1 Introduction\n\nThe field of natural language processing (NLP) has been significantly transformed by the introduction of large language models (LLMs), which have enhanced our understanding and interaction with human language (Zhang et al., 2023a). These advancements bring challenges such as the increased need to train ever larger models (Rae et al., 2021; Wang et al., 2023; Pan et al., 2023; Lian, 2023; Yao et al., 2023; Gesmundo and Maile, 2023) owing to the performance scaling law (Kaplan et al., 2020; Hernandez et al., 2021; Anil et al., 2023; Kaddour et al., 2023). To efficiently tackle the above, recent works in scaling language models such as a mixture of experts (MoE) (Shazeer et al., 2017; Komatsuzaki et al., 2022) have been proposed. While those approaches are able to effi-\n\n∗ Equal Contribution † Corresponding Author\n\n1 https://huggingface.co/upstage/ SOLAR-10.7B-v1.0\n\nciently and effectively scale-up LLMs, they often require non-trivial changes to the training and inference framework (Gale et al., 2023), which hinders widespread applicability. Effectively and efficiently scaling up LLMs whilst also retaining the simplicity for ease of use is an important problem (Alberts et al., 2023; Fraiwan and Khasawneh, 2023; Sallam et al., 2023; Bahrini et al., 2023).\n\nInspired by Komatsuzaki et al. (2022), we present depth up-scaling (DUS), an effective and efficient method to up-scale LLMs whilst also remaining straightforward to use. DUS consists of scaling the base model along the depth dimension and continually pretraining the scaled model. Unlike (Komatsuzaki et al., 2022), DUS does not scale the model using MoE and rather use a depthwise scaling method analogous to Tan and Le (2019) which is adapted for the LLM architecture. Thus, there are no additional modules or dynamism as with MoE, making DUS immediately compatible with easy-to-use LLM frameworks such as HuggingFace (Wolf et al., 2019) with no changes to the training or inference framework for maximal efficiency. Furthermore, DUS is applicable to all transformer architectures, opening up new gateways to effectively and efficiently scale-up LLMs in a simple manner. Using DUS, we release SOLAR 10.7B, an LLM with 10.7 billion parameters, that outperforms existing models like Llama 2 (Touvron et al., 2023) and Mistral 7B (Jiang et al., 2023) in various benchmarks.\n\nWe have also developed SOLAR 10.7B-Instruct, a variant fine-tuned for tasks requiring strict adherence to complex instructions. It significantly outperforms the Mixtral-8x7B-Instruct model across various evaluation metrics, evidencing an advanced proficiency that exceeds the capabilities of even larger models in terms of benchmark performance.\n\nBy releasing SOLAR 10.7B under the Apache 2.0 license, we aim to promote collaboration and innovation in NLP. This open-source approach allows", + "processing_time": 0.31356404098914936, + "client_elapsed": 0.31530854100128636 + }, + { + "status": "success", + "filename": "01030000000186.pdf", + "markdown": "Figure 1: Depth up-scaling for the case with n = 32 , s = 48 , and m = 8 . Depth up-scaling is achieved through a dual-stage process of depthwise scaling followed by continued pretraining.\n\n\n\nfor wider access and application of these models by researchers and developers globally.\n\n## 2 Depth Up-Scaling\n\nTo efficiently scale-up LLMs, we aim to utilize pretrained weights of base models to scale up to larger LLMs (Komatsuzaki et al., 2022). While existing methods such as Komatsuzaki et al. (2022) use MoE(Shazeer et al., 2017) to scale-up the model architecture, we opt for a different depthwise scaling strategy inspired by Tan and Le (2019). We then continually pretrain the scaled model as just scaling the model without further pretraining degrades the performance.\n\nBase model. Any n -layer transformer architecture can be used but we select the 32-layer Llama 2 architecture as our base model. We initialize the Llama 2 architecture with pretrained weights from Mistral 7B, as it is one of the top performers compatible with the Llama 2 architecture. By adopting the Llama 2 architecture for our base model, we aim to leverage the vast pool of community resources while introducing novel modifications to further enhance its capabilities.\n\nDepthwise scaling. From the base model with n layers, we set the target layer count s for the scaled model, which is largely dictated by the available hardware.\n\nWith the above, the depthwise scaling process is as follows. The base model with n layers is duplicated for subsequent modification. Then, we remove the final m layers from the original model and the initial m layers from its duplicate, thus forming two distinct models with n -m layers. These two models are concatenated to form a scaled model with s = 2 · ( n -m ) layers. Note that n = 32 from our base model and we set s = 48 considering our hardware constraints and the efficiency of the scaled model, i.e., fitting between 7 and 13 billion parameters. Naturally, this leads to the removal of m = 8 layers. The depthwise scaling process with n = 32 , s = 48 , and m = 8 is depicted in 'Step 1: Depthwise Scaling' of Fig. 1.\n\nWenote that a method in the community that also scale the model in the same manner 2 as 'Step 1: Depthwise Scaling' of Fig. 1 has been concurrently developed.\n\nContinued pretraining. The performance of the depthwise scaled model initially drops below that of the base LLM. Thus, we additionally apply the continued pretraining step as shown in 'Step 2: Continued Pretraining' of Fig. 1. Experimentally, we observe rapid performance recovery of the scaled model during continued pretraining, a phenomenon also observed in Komatsuzaki et al. (2022). We consider that the particular way of depthwise scaling has isolated the heterogeneity in the scaled model which allowed for this fast performance recovery.\n\nDelving deeper into the heterogeneity of the scaled model, a simpler alternative to depthwise scaling could be to just repeat its layers once more, i.e., from n to 2 n layers. Then, the 'layer distance', or the difference in the layer indices in the base model, is only bigger than 1 where layers n and n +1 are connected, i.e., at the seam.\n\nHowever, this results in maximum layer distance at the seam, which may be too significant of a discrepancy for continued pretraining to quickly resolve. Instead, depthwise scaling sacrifices the 2 m middle layers, thereby reducing the discrepancy at the seam and making it easier for continued\n\n2 https://huggingface.co/Undi95/ Mistral-11B-v0.1", + "processing_time": 0.6500330000417307, + "client_elapsed": 0.65312645904487 + }, + { + "status": "success", + "filename": "01030000000187.pdf", + "markdown": "Table 1: Training datasets used for the instruction and alignment tuning stages, respectively. For the instruction tuning process, we utilized the Alpaca-GPT4 (Peng et al., 2023), OpenOrca (Mukherjee et al., 2023), and Synth. Math-Instruct datasets, while for the alignment tuning, we employed the Orca DPO Pairs (Intel, 2023), Ultrafeedback Cleaned (Cui et al., 2023; Ivison et al., 2023), and Synth. Math-Alignment datasets. The 'Total # Samples' indicates the total number of samples in the entire dataset. The 'Maximum # Samples Used' indicates the actual maximum number of samples that were used in training, which could be lower than the total number of samples in a given dataset. 'Open Source' indicates whether the dataset is open-sourced.\n\n| | Training Datasets | Training Datasets | Training Datasets | Training Datasets | Training Datasets | Training Datasets |\n|------------------------|---------------------|---------------------|----------------------|---------------------|-----------------------|-----------------------|\n| Properties | Instruction | Instruction | Instruction | | Alignment | |\n| | Alpaca-GPT4 | OpenOrca | Synth. Math-Instruct | Orca DPO Pairs | Ultrafeedback Cleaned | Synth. Math-Alignment |\n| Total # Samples | 52K | 2.91M | 126K | 12.9K | 60.8K | 126K |\n| Maximum # Samples Used | 52K | 100K | 52K | 12.9K | 60.8K | 20.1K |\n| Open Source | O | O | ✗ | O | O | ✗ |\n\npretraining to quickly recover performance. We attribute the success of DUS to reducing such discrepancies in both the depthwise scaling and the continued pretraining steps. We also hypothesize that other methods of depthwise scaling could also work for DUS, as long as the discrepancy in the scaled model is sufficiently contained before the continued pretraining step.\n\nComparison to other up-scaling methods. Unlike Komatsuzaki et al. (2022), depthwise scaled models do not require additional modules like gating networks or dynamic expert selection. Consequently, scaled models in DUS do not necessitate a distinct training framework for optimal training efficiency, nor do they require specialized CUDA kernels for fast inference. A DUS model can seamlessly integrate into existing training and inference frameworks while maintaining high efficiency.\n\n## 3 Training Details\n\nAfter DUS, including continued pretraining, we perform fine-tuning of SOLAR 10.7B in two stages: 1) instruction tuning and 2) alignment tuning.\n\nInstruction tuning. In the instruction tuning stage, the model is trained to follow instructions in a QA format (Zhang et al., 2023b). We mostly use open-source datasets but also synthesize a math QA dataset to enhance the model's mathematical capabilities. A rundown of how we crafted the dataset is as follows. First, seed math data are collected from the Math (Hendrycks et al., 2021) dataset only, to avoid contamination with commonly used benchmark datasets such as GSM8K (Cobbe et al., 2021). Then, using a process similar to MetaMath (Yu et al., 2023), we rephrase the questions and answers of the seed math data. We use the resulting rephrased question-answer pairs as a QA dataset and call it 'Synth. Math-Instruct'.\n\nAlignment tuning. In the alignment tuning stage, the instruction-tuned model is further fine-tuned to be more aligned with human or strong AI ( e.g., GPT4 (OpenAI, 2023)) preferences using direct preference optimization (DPO) (Rafailov et al., 2023). Similar to the instruction tuning stage, we use mostly open-source datasets but also synthesize a math-focused alignment dataset utilizing the 'Synth. Math-Instruct' dataset mentioned in the instruction tuning stage.\n\nThe alignment data synthesis process is as follows. We take advantage of the fact that the rephrased question-answer pairs in Synth. Math-Instruct data are beneficial in enhancing the model's mathematical capabilities (see Sec. 4.3.1). Thus, we speculate that the rephrased answer to the rephrased question is a better answer than the original answer, possibly due to the interim rephrasing step. Consequently, we set the rephrased question as the prompt and use the rephrased answer as the chosen response and the original answer as the rejected response and create the {prompt, chosen, rejected} DPO tuple. We aggregate the tuples from the rephrased question-answer pairs and call the resulting dataset 'Synth. Math-Alignment'.\n\n## 4 Results\n\n## 4.1 Experimental Details\n\nTraining datasets. We present details regarding our training datasets for the instruction and alignment tuning stages in Tab. 1. We do not always use the entire dataset and instead subsample a set amount. Note that most of our training data is open-source, and the undisclosed datasets can be substituted for open-source alternatives such as the MetaMathQA (Yu et al., 2023) dataset.", + "processing_time": 0.7913825000287034, + "client_elapsed": 0.7930524999974295 + }, + { + "status": "success", + "filename": "01030000000188.pdf", + "markdown": "Table 2: Evaluation results for SOLAR 10.7B and SOLAR 10.7B-Instruct along with other top-performing models. We report the scores for the six tasks mentioned in Sec. 4.1 along with the H6 score (average of six tasks). We also report the size of the models in units of billions of parameters. The type indicates the training stage of the model and is chosen from {Pretrained, Instruction-tuned, Alignment-tuned}. Models based on SOLAR 10.7B are colored purple. The best scores for H6 and the individual tasks are shown in bold.\n\n| Model | Size | Type | H6 (Avg.) | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |\n|----------------------------|--------|-------------------|-------------|-------|-------------|--------|--------------|--------------|---------|\n| SOLAR 10.7B-Instruct | ∼ 11B | Alignment-tuned | 74.2 | 71.08 | 88.16 | 66.21 | 71.43 | 83.58 | 64.75 |\n| Qwen 72B | ∼ 72B | Pretrained | 73.6 | 65.19 | 85.94 | 77.37 | 60.19 | 82.48 | 70.43 |\n| Mixtral 8x7B-Instruct-v0.1 | ∼ 47B | Instruction-tuned | 72.62 | 70.22 | 87.63 | 71.16 | 64.58 | 81.37 | 60.73 |\n| Yi 34B-200K | ∼ 34B | Pretrained | 70.81 | 65.36 | 85.58 | 76.06 | 53.64 | 82.56 | 61.64 |\n| Yi 34B | ∼ 34B | Pretrained | 69.42 | 64.59 | 85.69 | 76.35 | 56.23 | 83.03 | 50.64 |\n| Mixtral 8x7B-v0.1 | ∼ 47B | Pretrained | 68.42 | 66.04 | 86.49 | 71.82 | 46.78 | 81.93 | 57.47 |\n| Llama 2 70B | ∼ 70B | Pretrained | 67.87 | 67.32 | 87.33 | 69.83 | 44.92 | 83.74 | 54.06 |\n| Falcon 180B | ∼ 180B | Pretrained | 67.85 | 69.45 | 88.86 | 70.5 | 45.47 | 86.9 | 45.94 |\n| SOLAR 10.7B | ∼ 11B | Pretrained | 66.04 | 61.95 | 84.6 | 65.48 | 45.04 | 83.66 | 55.5 |\n| Qwen 14B | ∼ 14B | Pretrained | 65.86 | 58.28 | 83.99 | 67.7 | 49.43 | 76.8 | 58.98 |\n| Mistral 7B-Instruct-v0.2 | ∼ 7B | Instruction-tuned | 65.71 | 63.14 | 84.88 | 60.78 | 68.26 | 77.19 | 40.03 |\n| Yi 34B-Chat | ∼ 34B | Instruction-tuned | 65.32 | 65.44 | 84.16 | 74.9 | 55.37 | 80.11 | 31.92 |\n| Mistral 7B | ∼ 7B | Pretrained | 60.97 | 59.98 | 83.31 | 64.16 | 42.15 | 78.37 | 37.83 |\n\nWe reformatted the instruction datasets with an Alpaca-styled chat template. For datasets such as OpenOrca, which are derived from FLAN (Longpre et al., 2023), we filter data that overlaps with the benchmark datasets (see Tab. 8 in Appendix. C for more information). The alignment datasets are in the {prompt, chosen, rejected} triplet format. We preprocess the alignment datasets following Zephyr (Tunstall et al., 2023).\n\nEvaluation. In the HuggingFace Open LLM Leaderboard (Beeching et al., 2023), six types of evaluation methods are presented: ARC (Clark et al., 2018), HellaSWAG (Zellers et al., 2019), MMLU(Hendrycks et al., 2020), TruthfulQA (Lin et al., 2022), Winogrande (Sakaguchi et al., 2021), and GSM8K (Cobbe et al., 2021). We utilize these datasets as benchmarks for evaluation and also report the average scores for the six tasks, e.g., H6.\n\nModel merging. Model merging methods such as Yadav et al. (2023) can boost model performance without further training. We merge some of the models that we trained in both the instruction and alignment tuning stages. We implement our own merging methods although popular open source also exist such as MergeKit 3 .\n\n## 4.2 Main Results\n\nWe present evaluation results for our SOLAR 10.7B and SOLAR 10.7B-Instruct models along with other top-performing models in Tab. 2. SOLAR 10.7B outperforms other pretrained models of similar sizes, such as Qwen 14B and Mistral 7B, which shows that DUS is an effective method to up-scale base LLMs. Furthermore, despite the\n\n3 https://github.com/cg123/mergekit\n\nsmaller size, SOLAR 10.7B-Instruct scores the highest in terms of H6, even surpassing the recent top-performing open-source LLM Mixtral 8x7BInstruct-v0.1 or Qwen 72B. The above results indicate DUS can up-scale models that are capable of achieving state-of-the-art performance when finetuned. We also report data contamination results for SOLAR 10.7B-Instruct in Appendix C.\n\n## 4.3 Ablation Studies\n\nWe present ablation studies for both the instruction and alignment tuning stages.\n\n## 4.3.1 Instruction Tuning\n\nAblation on the training datasets. We present ablation studies using different training datasets for the instruction tuning in Tab. 3. The ablated models are prefixed with SFT for supervised finetuning. 'SFT v1' only uses the Alpaca-GPT4 dataset, whereas 'SFT v2' also uses the OpenOrca dataset. 'SFT v3' uses the Synth. Math-Instruct dataset along with the datasets used in 'SFT v2'. Similarly, 'SFT v4' uses the Synth. Math-Instruct dataset along with the datasets used in 'SFT v1'.\n\nFirst, we analyze how Alpaca-GPT4 and OpenOrca affect the trained models. The first ablated model, 'SFT v1', which used only the AlpacaGPT4 dataset for training, resulted in 69 . 15 for H6. When we add the OpenOrca dataset to train the second ablated model, 'SFT v2', the resulting H6 score is 69 . 21 , which is little change from 69 . 15 of 'SFT v1'. However, the task scores vary more as 'SFT v2' gets a substantially higher GSM8K score of 57 . 32 compared to 52 . 24 of 'SFT v1' but also gets noticeably lower scores across the board for ARC, HellaSwag, and TruthfulQA. This seems to", + "processing_time": 1.6781952909659594, + "client_elapsed": 1.6808619580115192 + }, + { + "status": "success", + "filename": "01030000000189.pdf", + "markdown": "| Model | Alpaca-GPT4 | OpenOrca | Synth. Math-Instruct | H6 (Avg.) | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |\n|-------------|---------------|------------|------------------------|-------------|-------|-------------|--------|--------------|--------------|---------|\n| SFT v1 | O | ✗ | ✗ | 69.15 | 67.66 | 86.03 | 65.88 | 60.12 | 82.95 | 52.24 |\n| SFT v2 | O | O | ✗ | 69.21 | 65.36 | 85.39 | 65.93 | 58.47 | 82.79 | 57.32 |\n| SFT v3 | O | O | O | 70.03 | 65.87 | 85.55 | 65.31 | 57.93 | 81.37 | 64.14 |\n| SFT v4 | O | ✗ | O | 70.88 | 67.32 | 85.87 | 65.87 | 58.97 | 82.48 | 64.75 |\n| SFT v3 + v4 | O | O | O | 71.11 | 67.32 | 85.96 | 65.95 | 58.8 | 2.08 | 66.57 |\n\nTable 3: Ablation studies on the different datasets used for instruction tuning. 'SFT v3+v4' indicates that the model is merged from 'SFT v3' and 'SFT v4' by simply averaging the model weights. The best scores for H6 and the individual tasks are shown in bold.\n\nTable 4: Ablation studies on the different datasets used during the direct preference optimization (DPO) stage. 'SFT v3' is used as the SFT base model for DPO. We name ablated models with the 'DPO' prefix to indicate the alignment tuning stage. 'DPO v1+v2' indicates that the model is merged from 'DPO v1' and 'DPO v2' by simply averaging the model weights. The best scores for H6 and the individual tasks are shown in bold.\n\n| Model | Ultrafeedback Clean | Synth. Math-Alignment | H6 (Avg.) | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |\n|-------------|-----------------------|-------------------------|-------------|-------|-------------|--------|--------------|--------------|---------|\n| DPO v1 | O | ✗ | 73.06 | 71.42 | 88.49 | 66.14 | 72.04 | 81.45 | 58.83 |\n| DPO v2 | O | O | 73.42 | 71.5 | 88.28 | 65.97 | 71.71 | 82.79 | 60.27 |\n| DPO v1 + v2 | O | O | 73.21 | 71.33 | 88.36 | 65.92 | 72.65 | 82.79 | 58.23 |\n\nTable 5: Ablation studies on the different SFT base models used during the direct preference optimization (DPO) stage. Ultrafeedback Clean and Synth. Math-Alignment datasets are used. We name ablated models with the 'DPO' prefix to indicate the alignment tuning stage. The best scores for H6 and the individual tasks are shown in bold.\n\n| Model | Base SFT Model | H6 (Avg.) | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |\n|---------|------------------|-------------|-------|-------------|--------|--------------|--------------|---------|\n| DPO v2 | SFT v3 | 73.42 | 71.5 | 88.28 | 65.97 | 71.71 | 82.79 | 60.27 |\n| DPO v3 | SFT v3 + v4 | 73.58 | 71.33 | 88.08 | 65.39 | 72.45 | 81.93 | 62.32 |\n\nindicate that using OpenOrca results in a model that behaves differently from using only Alpaca-GPT4.\n\nSecond, we investigate whether Synth. MathInstruct dataset is beneficial. For 'SFT v3', we add the Synth. Math-Instruct dataset, which boosts GSM8K scores to 64 . 14 and achieves comparable scores for the other tasks. Interestingly, when we add the Synth. Math-Instruct dataset to 'SFT v1' to train 'SFT v4', we get our highest H6 score of 70 . 88 with higher scores than 'SFT v3' for all tasks. From the above, we can see that adding the Synth. Math-Instruct dataset is helpful.\n\nLastly, we see whether merging models trained with and without OpenOrca can boost performance. In the first analysis, we saw that using OpenOrca resulted in a model that behaved differently from the model that was trained without OpenOrca. Building on this intuition, we merge 'SFT v3' and 'SFT v4' as they are the best-performing models with and without OpenOrca. To our surprise, the resulting merged model 'SFT v3+v4' retains the high scores for non-GSM8K tasks from 'SFT v4' but also achieves a higher GSM8K score than 'SFT v3' or 'SFT v4'. Thus, we see that merging models that specialize in different tasks is a promising way to obtain a model that performs well generally.\n\n## 4.3.2 Alignment Tuning\n\nAs we utilize DPO for practical alignment tuning, there are additional aspects to ablate such as the SFT base models used. Thus, we present ablations for the different training datasets used for training, the different SFT base models to initialize the DPO model, and finally, the model merging strategy to obtain the final alignment-tuned model.\n\nAblation on the training datasets. We ablate on the different alignment datasets used during DPO in Tab. 4. We use 'SFT v3' as the SFT base model for DPO. 'DPO v1' only uses the Ultrafeedback Clean dataset while 'DPO v2' also used the Synth. Math-Alignment dataset.\n\nFirst, we test how Ultrafeedback Clean and Synth. Math-Alignment impacts model performance. For 'DPO v1', it achieves 73 . 06 in H6, which is a substantial boost from the SFT base model score of 70 . 03 . However, we note that while scores for tasks like ARC, HellaSwag, and TruthfulQA all improved by good margins, the score for GSM8K is 58 . 83 , which is lower than the SFT base model score of 64 . 14 . Adding Synth. Math-Alignment to train 'DPO v2', we see that the GSM8k score improves to 60 . 27 , which is lower than the SFT base model but still higher than 'DPO v1'. Other task scores are also not nega-", + "processing_time": 1.806657458015252, + "client_elapsed": 1.8090190420043655 + }, + { + "status": "success", + "filename": "01030000000190.pdf", + "markdown": "Table 6: Performance comparison amongst the merge candidates. 'Cand. 1' and 'Cand. 2' are trained using the same setting as 'DPO v2' and 'DPO v3', respectively, but with slightly different hyper-parameters. The best scores for H6 and the individual tasks are shown in bold.\n\n| Model | H6 (Avg.) | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |\n|---------|-------------|-------|-------------|--------|--------------|--------------|---------|\n| Cand. 1 | 73.73 | 70.48 | 87.47 | 65.73 | 70.62 | 81.53 | 66.57 |\n| Cand. 2 | 73.28 | 71.59 | 88.39 | 66.14 | 72.5 | 81.99 | 59.14 |\n\nTable 7: Ablation studies on the different merge methods used for obtaining the final model. We use 'Cand. 1' and 'Cand. 2' from Tab. 6 as our two models for merging. We name the merged models with the 'Merge' prefix to indicate they are merged. The best scores for H6 and the individual tasks are shown in bold.\n\n| Model | Merge Method | H6 (Avg.) | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |\n|----------|--------------------|-------------|-------|-------------|--------|--------------|--------------|---------|\n| Merge v1 | Average (0.5, 0.5) | 74 | 71.16 | 88.01 | 66.14 | 71.71 | 82.08 | 64.9 |\n| Merge v2 | Average (0.4, 0.6) | 73.93 | 71.08 | 88.08 | 66.27 | 71.89 | 81.77 | 64.52 |\n| Merge v3 | Average (0.6, 0.4) | 74.05 | 71.08 | 87.88 | 66.13 | 71.61 | 82.08 | 65.5 |\n| Merge v4 | SLERP | 73.96 | 71.16 | 88.03 | 66.25 | 71.79 | 81.93 | 64.59 |\n\ntively impacted by adding Synth. Math-Alignment. Thus, we can conclude that adding Synth. MathAlignment is beneficial for H6.\n\nThen, we experiment whether merging 'DPO v1' and 'DPO v2' is beneficial. Unfortunately, 'DPO v1+v2' scores 73 . 21 in H6, which is worse than 'DPO v2'. More importantly, the gain in the GSM8K score from adding Synth. MathAlignment is gone, which is undesirable. One reason for this could be that 'DPO v2' is a strict improvement over 'DPO v1', unlike the case for merging 'SFT v3' and 'SFT v4' where the models had different strengths and weaknesses.\n\nAblation on the SFT base models. When applying DPO, we start from a model that is already instruction tuned ,i.e., the SFT base model and ablate on using different SFT base models. We use Ultrafeedback Clean and Synth. Math-Alignment datasets for this ablation. Each of the ablated models is trained as follows. 'DPO v2' uses 'SFT v3' as the base SFT model, while 'DPO v3' uses 'SFT v3+v4' as the SFT base model instead.\n\nNote that 'SFT v3+v4' has higher scores on all tasks compared to 'SFT v3', and the gap is especially large for ARC ( +1 . 45 ) and GSM8K ( +2 . 43 ). Surprisingly, the two models perform similarly in terms of H6. A closer look at the scores for the individual tasks shows only a small margin in the GSM8K scores, and other task scores show little difference. Thus, the performance gaps in certain tasks in the SFT base models do not always carry over to the alignment-tuned models.\n\nAblation on different merge methods. From Tab. 3, we saw that merging two models that have different strengths can be beneficial to performance.\n\nTo utilize this for the alignment-tuned model as well, we train two models named 'Cand. 1' and 'Cand. 2' using the same training dataset and SFT base model as 'DPO v2' and 'DPO v3' but with different hyper-parameters to maximize each model's respective strengths. We compare 'Cand. 1' and 'Cand. 2' in Tab. 6 where we can see that 'Cand. 1' has high GSM8K scores but relatively low scores for the other tasks, whereas 'Cand. 2' has low scores for GSM8K but high scores for the other tasks. We merge these two models using various methods and ablate the results in Tab.. 7.\n\nWe use two merge methods: 1) Average ( a , b ), where a and b denote the weighting for 'Cand. 1' and 'Cand. 2' when averaging weights and 2) SLERP (Shoemake, 1985). We use ( 0 . 5 , 0 . 5 ), ( 0 . 4 , 0 . 6 ), and ( 0 . 6 , 0 . 4 ) for Average ( a , b ). From Tab. 7, we can see that the different merge methods have little effect on the H6 scores. The scores for the individual tasks also do not differ by much, suggesting that as long as the merge candidates have sufficiently different strengths, the exact merge method may not be as crucial. Thus, we chose 'Merge v1' as our SOLAR 10.7B-Instruct model.\n\n## 5 Conclusion\n\nWe introduce SOLAR 10.7B and its fine-tuned variant SOLAR 10.7B-Instruct, which are depth upscaled (DUS) models with 10.7 billion parameters. They show superior performance over models like Llama 2, Mistral 7B, and Mixtral-7B-Instruct in essential NLP tasks while maintaining computational efficiency. Thus, DUS is effective in scaling-up highly performant LLMs from smaller ones. With more exploration, DUS could be further improved, paving a new path to efficiently scaling LLMs.", + "processing_time": 1.1609891660045832, + "client_elapsed": 1.1629453750210814 + }, + { + "status": "success", + "filename": "01030000000191.pdf", + "markdown": "## Acknowledgements\n\nWe would like to extend our gratitude to the teams at Hugging Face, particularly Clémentine Fourrier, Lewis Tunstall, Omar Sanseviero, and Philipp Schmid. Our appreciation also extends to the teams at AWS, notably Ritesh Vajaria, Gal Oshri, Jay Kwon, Brandon Lee, Effie Bae, and Rahul Sharma. We are grateful to the teams at Korea Telecom (KT), especially Jin Hyoung Lee, Jungsuk Park, Sungjoon Park, Hong-rae Wang, Kyeongsoo Jung, and Sunyoong Yoon, whose significant support has been instrumental in ensuring the broad compatibility of our model. Additionally, we would like to extend our thanks to the open community for their invaluable contributions and feedback.\n\n## Limitations\n\nOur study on the Depth Up-Scaling (DUS) has important limitations and considerations. One key limitation is the need for more thorough explorations of hyperparameters used in the DUS approach. Namely, we removed m = 8 layers from both ends of our base model, primarily due to hardware limitations. However, we have not yet determined if this value is optimal for enhancing performance. The extended time and cost of continued pretraining made it challenging to conduct more comprehensive experiments, which we aim to address in future work through various comparative analyses.\n\nIn terms of the model's broader implications, there are several points to note. The model's significant computational demands for training and inference might limit its use, especially for those with restricted computational resources. Additionally, like all machine learning models, it is vulnerable to biases in its training data, which could lead to skewed outcomes in certain situations. Furthermore, the substantial energy consumption required for training and operating the model raises environmental concerns, which are critical in the pursuit of sustainable AI development.\n\nLastly, while the fine-tuned variant of the model shows improved performance in following instructions, it still requires task-specific fine-tuning for optimal performance in specialized applications. This fine-tuning process can be resource-intensive and not always effective. Recognizing and addressing these limitations is essential for a comprehensive understanding of the proposed Large Language Model's capabilities and for guiding future research and development in the field of LLMs.\n\n## Ethics Statement\n\nWe conscientiously address and emphasize the commitment of SOLAR 10.7B in maintaining the highest ethical standards. First, we highlight that SOLAR 10.7B-Instruct has shown low levels of data contamination in our evaluations, a testament to our rigorous data handling and processing protocols. This aspect is crucial, as it underpins the reliability and integrity of the results obtained from SOLAR.\n\nFurthermore, during the course of our experiments, we ensured that all setups and methodologies employed steer clear of any potential ethical pitfalls. This preemptive consideration and avoidance of ethically questionable practices underscore our dedication to conducting research that is not only innovative but also responsible.\n\nAdditionally, we ensure that SOLAR complies with general ethical considerations in all aspects of its operation. This includes adherence to privacy norms, respect for intellectual property, and ensuring the absence of bias in our algorithms. Our commitment to these ethical principles is unwavering, and we believe it significantly contributes to the credibility and societal acceptance of SOLAR.\n\nIn conclusion, the ethical framework within which SOLAR operates is robust and comprehensive, ensuring that our advancements in this field are not only scientifically sound but also ethically responsible.\n\n## References\n\nIan L Alberts, Lorenzo Mercolli, Thomas Pyka, George Prenosil, Kuangyu Shi, Axel Rominger, and Ali Afshar-Oromieh. 2023. 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Self-instruct: Aligning language model with self generated instructions. arXiv preprint arXiv:2212.10560 .\n- Jason Wei, Maarten Bosma, Vincent Y Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M Dai, and Quoc V Le. 2021. Finetuned language models are zero-shot learners. arXiv preprint arXiv:2109.01652 .\n- Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, et al. 2022a. Emergent abilities of large language models. arXiv preprint arXiv:2206.07682 .\n- Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al. 2022b. Chain-of-thought prompting elicits reasoning in large language models. Advances in Neural Information Processing Systems , 35:24824-24837.\n- Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, et al. 2019. Huggingface's transformers: State-ofthe-art natural language processing. arXiv preprint arXiv:1910.03771 .", + "processing_time": 0.329321917030029, + "client_elapsed": 0.33117791602853686 + }, + { + "status": "success", + "filename": "01030000000194.pdf", + "markdown": "- Peihao Wang, Rameswar Panda, Lucas Torroba Hennigen, Philip Greengard, Leonid Karlinsky, Rogerio Feris, David Daniel Cox, Zhangyang Wang, and Yoon Kim. 2023. Learning to grow pretrained models for efficient transformer training. arXiv preprint arXiv:2303.00980 .\n- Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, Alisa Liu, Noah A Smith, Daniel Khashabi, and Hannaneh Hajishirzi. 2022. Self-instruct: Aligning language model with self generated instructions. arXiv preprint arXiv:2212.10560 .\n- Jason Wei, Maarten Bosma, Vincent Y Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M Dai, and Quoc V Le. 2021. Finetuned language models are zero-shot learners. arXiv preprint arXiv:2109.01652 .\n- Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, et al. 2022a. Emergent abilities of large language models. arXiv preprint arXiv:2206.07682 .\n- Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al. 2022b. Chain-of-thought prompting elicits reasoning in large language models. Advances in Neural Information Processing Systems , 35:24824-24837.\n- Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, et al. 2019. Huggingface's transformers: State-ofthe-art natural language processing. arXiv preprint arXiv:1910.03771 .\n- Prateek Yadav, Derek Tam, Leshem Choshen, Colin Raffel, and Mohit Bansal. 2023. Ties-merging: Resolving interference when merging models. In Thirtyseventh Conference on Neural Information Processing Systems .\n- Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V Le, Denny Zhou, and Xinyun Chen. 2023. Large language models as optimizers. arXiv preprint arXiv:2309.03409 .\n- Yiqun Yao, Zheng Zhang, Jing Li, and Yequan Wang. 2023. 2x faster language model pre-training via masked structural growth. arXiv preprint arXiv:2305.02869 .\n- Longhui Yu, Weisen Jiang, Han Shi, Jincheng Yu, Zhengying Liu, Yu Zhang, James T Kwok, Zhenguo Li, Adrian Weller, and Weiyang Liu. 2023. Metamath: Bootstrap your own mathematical questions for large language models. arXiv preprint arXiv:2309.12284 .\n- Zheng Yuan, Hongyi Yuan, Chuanqi Tan, Wei Wang, Songfang Huang, and Fei Huang. 2023. Rrhf: Rank responses to align language models with human feedback without tears. arXiv preprint arXiv:2304.05302 .\n- Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, and Yejin Choi. 2019. Hellaswag: Can a machine really finish your sentence? In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages 4791-4800.\n- Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang, Xiaofei Sun, Shuhe Wang, Jiwei Li, Runyi Hu, Tianwei Zhang, Fei Wu, et al. 2023. Instruction tuning for large language models: A survey. arXiv preprint arXiv:2308.10792 .\n- Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, et al. 2023. A survey of large language models. arXiv preprint arXiv:2303.18223 .\n- Kun Zhou, Yutao Zhu, Zhipeng Chen, Wentong Chen, Wayne Xin Zhao, Xu Chen, Yankai Lin, Ji-Rong Wen, and Jiawei Han. 2023. Don't make your llm an evaluation benchmark cheater. arXiv preprint arXiv:2311.01964 .\n- Daniel M Ziegler, Nisan Stiennon, Jeffrey Wu, Tom B Brown, Alec Radford, Dario Amodei, Paul Christiano, and Geoffrey Irving. 2019. Fine-tuning language models from human preferences. arXiv preprint arXiv:1909.08593 .", + "processing_time": 0.2969273329945281, + "client_elapsed": 0.2986480839899741 + }, + { + "status": "success", + "filename": "01030000000195.pdf", + "markdown": "## A Contributions\n\nThe contributions of this study are as follows:\n\n- Introduction of the SOLAR 10.7 BillionParameter Model : We have released the SOLAR 10.7B model, which is not only depthwise scaled but also continually pretrained. The availability of SOLAR 10.7B under the Apache 2.0 license permits commercial usage, enabling the integration of this advanced model into a diverse range of products and services. This bridges the gap between academic research and practical applications, fostering wider accessibility and utility in various fields.\n- Superior Performance Across Diverse Benchmarks : SOLAR 10.7B excels in various benchmarks, outperforming established models like Llama 2 and Mistral 7B in reasoning, mathematics, and the MMLU framework.\n- Advancement in Instruction-Following Capabilities : The introduction of SOLAR 10.7BInstruct, a variant fine-tuned for enhanced instruction-following abilities, marks a significant improvement in the model's ability to understand and execute complex instructions.\n\nDahyun Kim, Chanjun Park, Sanghoon Kim, and Wonsung Lee contributed equally to this paper. Sanghoon Kim led the Foundation Model part, with Dahyun Kim, Wonho Song, Yunsu Kim, and Hyeonwoo Kim. Chanjun Park led the Data and Evaluation (Data-Centric LLM) part, with Yungi Kim, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, and Hyunbyung Park. Wonsung Lee led the Adaptation Modeling part, with Gyoungjin Gim, Hyeonju Lee, and Mikyoung Cha. Hwalsuk Lee performed the role of the overall project operation. All these individuals contributed to the creation of SOLAR 10.7B.\n\n## B Related Works and Background\n\n## B.1 Large Language Models\n\nFollowing the advent of context-based language models, various studies have revealed a 'scaling law' (Kaplan et al., 2020; Hernandez et al., 2021; Anil et al., 2023), demonstrating a positive correlation between the size of model and training data and model performance. This has led to the emergence of Large Language Models (LLMs). Unlike previous language models, LLMs possess the ability for In-context learning, including Zero-shot learning (Radford et al., 2019) and Few-shot learning (Brown et al., 2020), allowing them to perform new tasks without updating model weights. These capabilities of LLMs, not evident in smaller models, are referred to as Emergent abilities (Wei et al., 2022a).\n\n## B.2 Mixture of Experts\n\nIn the landscape of machine learning architectures, the Mixture of Experts (MoE) models like (Shazeer et al., 2017; Shen et al., 2019; Komatsuzaki et al., 2022) has gained attention for its capability to address the challenges posed by complex and heterogeneous data. MoE models offer notable benefits, including enhanced output diversity, allowing for the capture of intricate patterns within the input space. Moreover, their computational efficiency, especially when implemented in a sparse form, has made them valuable in scenarios where resource constraints are a consideration (Shazeer et al., 2017; Komatsuzaki et al., 2022).\n\nHowever, efficient implementation of MoE models poses a considerable challenge, primarily due to the intricacies associated with dynamic routing and load-imbalanced computation (Gale et al., 2023). Existing hardware and software for deep learning, such as TPUs and XLA compilers, often demand static knowledge of tensor shapes, making MoE implementation on TPU challenging.\n\nWhile GPU implementation offers more flexibility, sparse computation compatibility becomes a hurdle. Striking the right balance between fixing the size of each expert to facilitate efficient computation and maintaining model quality creates a tradeoff between information preservation and hardware efficiency. This tradeoff, in turn, necessitates careful consideration during hyperparameter tuning, adding a layer of complexity to the implementation of MoE models, potentially offsetting their advantages. Given the formidable challenges in MoE model implementation, it becomes almost inevitable for researchers and practitioners to resort to specialized tools and frameworks, such as Tutel (Hwang et al., 2023) or Megablocks (Gale et al., 2023).\n\nDeparting from the horizontal expansion characteristic of MoE models, the DUS method introduces model scaling in the vertical dimension. Notably, DUS does not introduce dynamism in the scaled model, which significantly reduces the com-", + "processing_time": 0.28179670800454915, + "client_elapsed": 0.28359274996910244 + }, + { + "status": "success", + "filename": "01030000000196.pdf", + "markdown": "plexity when compared to MoE. This shift in approach offers a unique and more straightforward way of working, moving away from conventional MoE challenges. Not only that, DUS also undergoes continued pretraining to quickly recover performance of the scaled model.\n\n## B.3 Prompt Engineering\n\nA key research area to harness the emergent abilities of LLMs is prompt engineering. Prompt engineering is the study of how to design inputs (prompts) that enable LLMs to better perform specific tasks. A prime example of this research is Chain-of-Thought (CoT) (Wei et al., 2022b), which proposes CoT prompting that decomposes multi-step problems into a series of intermediate reasoning steps. Moreover, efforts are underway to replace even such prompt engineering with LLMs (Yang et al., 2023).\n\n## B.4 Instruction Tuning\n\nTo enhance the steerability of LLMs, instruction tuning (Wei et al., 2021) has emerged as a learning technique. This involves fine-tuning LLMs using data formatted as (instruction, input, output) for various tasks (Wang et al., 2022). Instruction tuning allows for targeted adjustments, providing a more controlled and task-oriented improvement to the model's capabilities.\n\nBefore instruction tuning, existing methods faced challenges in effectively guiding and controlling the behavior of large language models (Zhang et al., 2023b). The sheer complexity of these models made it difficult to ensure precise and taskoriented responses. The need for a more targeted approach arose from the limitations of existing methods, leading to the development of instruction tuning. This targeted approach enables better control over the model's behavior, making it more suitable for specific tasks and improving its overall performance in alignment with user-defined objectives. Therefore, instruction tuning is computationally efficient and facilitates the rapid adaptation of LLMs to a specific domain without requiring extensive retraining or architectural changes.\n\n## B.5 Alignment Tuning\n\nLLM has been observed to generate sentences that may be perceived as linguistically incongruent by human readers since they learned not human intention, but only vast knowledge across various domains in the pretraining step (Ziegler et al., 2019).\n\nTo overcome this limitation and align with human intentions, previous research (Ziegler et al., 2019) have proposed Reinforcement Learning with Human Feedback (RLHF). RLHF operates by learning a reward model based on human preferences, employing reinforcement learning to guide the LLM towards prioritizing answers with the highest reward scores. This process enhances the safety, propriety, and overall quality of the generated responses. Despite demonstrating satisfactory performance, RLHF encounters challenges such as managing numerous hyperparameters and necessitating the incorporation of multiple models (policy, value, reward, and reference models).\n\nIn response to these challenges, the supervised fine-tuning based approaches have proposed, such as Rank Responses to align Human Feedback (RRHF) (Yuan et al., 2023), Reward rAnked FineTuning (RAFT) (Dong et al., 2023), and Direct Policy Optimization (DPO) (Intel, 2023). They avoid the complexities associated with reinforcement learning while achieving empirical performance comparable to RLHF. Among them, DPO that we used directly guides the LLM to increase the probability of positive responses and decrease the probability of negative responses through a \"direct\" approach. Interestingly, DPO demonstrates more stable learning results compared to RLHF, despite its simple training approach.\n\n## B.6 Data Contamination\n\nRecent researches (Zhou et al., 2023; Sainz et al., 2023; Golchin and Surdeanu, 2023; Deng et al., 2023) emphasize the need to measure whether a specific benchmark was used to train the large language models. There are three types of the data contamination: guideline, raw text and annotation (Sainz et al., 2023). Guideline contamination occurs when a model accesses detailed annotation guidelines for a dataset, providing advantages in specific tasks, and its impact should be considered, especially in zero and few-shot evaluations. Raw text contamination occurs when a model has access to the original text. Wikipedia is widely used as a pretraining data, but also as a source for creating new datasets. The caution is advised in the development of automatically annotated datasets sourced from the web. Annotation contamination occurs when the annotations of the specific benchmark are exposed during model training.", + "processing_time": 0.2776121249771677, + "client_elapsed": 0.2793750829878263 + }, + { + "status": "success", + "filename": "01030000000197.pdf", + "markdown": "## C Additional Information\n\nWe present additional information for the sake of space in the main paper.\n\nFiltered task names. We present task names we use to filter FLAN dervied datasets such as OpenOrca in Table 8.\n\nTable 8: Task names that we use to filter data for FLAN derived datasets such as OpenOrca.\n\n| Filtered Task Name |\n|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| task228_arc_answer_generation_easy ai2_arcARCChallenge:1.0.0 ai2_arcARCEasy:1.0.0 task229_arc_answer_generation_hard hellaswag:1.1.0 task1389_hellaswag_completion cot_gsm8k cot_gsm8k_ii drop:2.0.0 winogrande:1.1.0 |\n\nTable 9: Data contamination test results for SOLAR 10.7B-Instruct. We show 'result < 0.1, %' values where a value higher than 0.9 indicates high probability of data contamination. HellaSwag and Winogrande datasets are not currently supported. We set SOLAR 10.7B as our reference model when performing the data contamination tests.\n\n| ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |\n|-------|-------------|--------|--------------|--------------|---------|\n| 0.06 | N/A | 0.15 | 0.28 | N/A | 0.7 |\n\nResults on data contamination. To show the integrity of SOLAR 10.7B-Instruct, we also report the data contamination test (Shi et al., 2023) results in Table. 9. All four tested benchmark datasets yield results well below the contamination threshold, affirming the absence of data contamination in our model. One interesting point is that the value for GSM8K is noticeably higher than for other datasets, even without contamination. One potential reason for this is the stronger data similarity in math-related instruction datasets.", + "processing_time": 0.6365648750215769, + "client_elapsed": 0.6379702909616753 + }, + { + "status": "success", + "filename": "01030000000198.pdf", + "markdown": "## Contents\n\n2. Introduction of Product Services and Key Features\n\n1. Overview of OCR Pack 3. Product - Detail Specification 4. Integration Policy 5. FAQ 6", + "processing_time": 1.534952833026182, + "client_elapsed": 1.5379275000304915 + }, + { + "status": "success", + "filename": "01030000000199.pdf", + "markdown": "## Base Model Performance Evaluation of Upstage OCR Pack\n\n## Upstage universal OCR model E2E performance evaluation 1\n\n\n\n## Upstage universal OCR model performance details: Document criteria\n\n\n\n3 Recall: Percentage of what the OCR model predicted to be True from those that were actually True\n\n4 Precision: Percentage of what the OCR model classifies as True, which is actually True\n\n5 F1: Harmonic mean value of Recall and Precision\n\n6. Parsing-F1: Comparison of parsing model F1 of both companies for business registration document form. Company A is excluded from comparison due to the absence of the document parsing model.\n\n11", + "processing_time": 2.4042399169993587, + "client_elapsed": 2.408014832995832 + }, + { + "status": "success", + "filename": "01030000000200.pdf", + "markdown": "## Key Functions by Main Service Flow\n\n| Service Stage | FunctionName | Explanation | Expected Benefit |\n|------------------------------------------|--------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| 1. Project creation | Project creation and management | Select document type to automatically run project creation, Pipeline configuration with recommended Modelset and Endpoint deployment | The intuitive UI environment allows the the person in charge to quickly proceed with the entire process from project creation to deployment, improving work efficiency |\n| 2. Data labeling and fine-tuning | Data storage management | Provides convenient functions for uploading raw data, viewer, and data management (search using image metadata, sorting, filtering, hashtags settings on image data) Image data bookmark for Qualitative Evaluation | Conveniently manage raw data to be used for OCR Pack and actual date from live service |\n| | Create and manage Labeling Space | Creating a Labeling Space to manage raw data annotation, managing labeling resources (Ontology, Characters to be Recognized), data set dump, data set version management 3 | Labeling work can be outsourced within the pack. Labeled data is continuously supplied from which data sets can be created with ease. The Auto Labeling function increases both efficiency and convenience. |\n| | Model training | Various basic models for each selected document, information comparison between models, basic model training, training pause function, re-training, cancel function, and configuration support for Characters to be Recognized and Ontology that is frequently modified while developing specialized models 5 | Providing a foundation for customers to implement, manage, and upgrade their own OCR model specialized to the customers' needs |\n| 3. Pipeline configuration and deployment | Pipeline, Endpoint Creation and management | Choose Detector, Recognizer, or Parser to create a Pipeline or an Endpoint Connect Pipelines to Endpoints, perform tasks such as deployment controllers, deployment recovery, and more | Providing a foundation for customers to implement, manage, and upgrade their own OCR model specialized to the customers' needs |\n| 4. Monitoring and evaluation | Project monitoring | Monitoring of deployed Pipelines and Endpoints, notifying the customer of important issues such as suspicion of model performance degradation, and Qualitative Evaluation of actual incoming customer data | Monitor important indicators for each project and quickly identify and respond to issues |\n| | Full Pack Monitoring | Monitoring traffic of all deployed Endpoints, quality monitoring of all deployed models, and monitoring of resources (GPU, CPU, Storage) connected to the Pack | Monitoring useful information about the overall OCR Pack at a glance |\n| | Quantitative / Qualitative Evaluation | Quantitative evaluation leaderboard / Qualitative Evaluation | Viewing the model's performance to help the customer choose the appropriate model |\n| | Guide and help | Provides context-specific guides to help you troubleshoot yourself, download terminal logs for error situations and Pack documentation | The customer can diagnose, respond to, and solve problems occurring in the Pack on their own without external help |", + "processing_time": 4.246157291985583, + "client_elapsed": 4.2497559590265155 + } + ] +} \ No newline at end of file diff --git a/docs/hybrid/experiments/triage/triage-experiments.md b/docs/hybrid/experiments/triage/triage-experiments.md new file mode 100644 index 0000000..fb26fcf --- /dev/null +++ b/docs/hybrid/experiments/triage/triage-experiments.md @@ -0,0 +1,349 @@ +--- +name: triage-lab +description: Triage logic experiment records and optimization history +--- + +# Triage Lab - Experiment Records + +This skill manages experiment records and optimization history for triage logic. + +## Current Implementation + +**File**: `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TriageProcessor.java` + +### Signal Priority (classifyPage method) +1. `hasTableBorder` - TableBorder presence (confidence: 1.0) +2. `hasVectorTableSignal` - Grid lines, border lines, line art (confidence: 0.95) +3. `hasTextTablePattern` - Text patterns with consecutive validation (confidence: 0.9) +4. `hasSuspiciousPattern` - Y-overlap or large gap detection (confidence: 0.85) +5. `lineToTextRatio > 0.3` - High line chunk ratio (confidence: 0.8) +6. `alignedLineGroups >= 5` - Aligned baseline groups (confidence: 0.7) + +### Key Thresholds +| Parameter | Value | Location | +|-----------|-------|----------| +| LINE_RATIO_THRESHOLD | 0.3 | TriageProcessor:41 | +| ALIGNED_LINE_GROUPS_THRESHOLD | 5 | TriageProcessor:46 | +| GRID_GAP_MULTIPLIER | 3.0 | TriageProcessor:49 | +| MIN_LINE_COUNT_FOR_TABLE | 8 | TriageProcessor:57 | +| MIN_GRID_LINES | 3 | TriageProcessor:60 | +| MIN_CONSECUTIVE_PATTERNS | 2 | TriageProcessor:79 | + +--- + +## Experiment History + +### Experiment 001 (2026-01-03): FP Cause Analysis + +**Goal**: Identify root causes of high False Positive rate + +**Baseline**: +- Documents: 200 (42 with tables) +- TP: 41, TN: 48, FP: 110, FN: 1 +- Precision: 27.15%, Recall: 97.62%, F1: 42.49% + +**FP by Signal**: +| Signal | Count | % | +|--------|-------|---| +| hasSuspiciousPattern | 65 | 59.1% | +| hasVectorTableSignal | 23 | 20.9% | +| hasTableBorder | 14 | 12.7% | +| hasTextTablePattern | 5 | 4.5% | +| alignedLineGroups | 2 | 1.8% | +| highLineRatio | 1 | 0.9% | + +**Root Cause**: Y-overlap check in `hasSuspiciousPattern` is too sensitive +- Condition `previous.getTopY() < current.getBottomY()` triggers on normal multi-column layouts + +**Experiments**: +| Config | Precision | Recall | F1 | FP | FN | +|--------|-----------|--------|-----|-----|-----| +| Baseline | 27.15% | 97.62% | 42.49% | 110 | 1 | +| Disable Y-overlap | 36.28% | 97.62% | 52.90% | ~69 | 1 | +| Only Reliable Signals | 50.67% | 90.48% | 64.96% | ~38 | 4 | +| Disable SuspiciousPattern | 39.22% | 95.24% | 55.56% | ~64 | 2 | +| Require 3+ patterns | 37.38% | 95.24% | 53.69% | ~67 | 2 | + +**Recommendation**: +- To maintain recall: Remove Y-overlap check (Precision +9%, Recall unchanged) +- To optimize F1: Use only reliable signals (F1 +22%, Recall -7%) + +**FN Documents**: +- `01030000000110`: Missed by all experiments (needs investigation) +- `01030000000122`, `01030000000116`, `01030000000117`: Only detected by SuspiciousPattern + +**Applied**: Y-overlap check removed (2026-01-03) + +--- + +### Experiment 002 (2026-01-03): Further FP Reduction + +**Goal**: Reduce remaining 72 FPs after Y-overlap removal + +**Current FP by Signal** (after Experiment 001): +| Signal | Count | % | +|--------|-------|---| +| hasSuspiciousPattern | 21 | 29.2% | +| hasTableBorder | 14 | 19.4% | +| hasVectorTableSignal | 13 | 18.1% | +| alignedLineGroups | 10 | 13.9% | +| unknown | 8 | 11.1% | +| hasTextTablePattern | 5 | 6.9% | +| highLineRatio | 1 | 1.4% | + +**Experiment 2A: Gap Multiplier** (hasSuspiciousPattern) +| Gap | Precision | Recall | F1 | FP | FN | +|-----|-----------|--------|-----|-----|-----| +| 3.0 (current) | 37.86% | 92.86% | 53.79% | 64 | 3 | +| 4.0 | 37.86% | 92.86% | 53.79% | 64 | 3 | +| 5.0 | 37.86% | 92.86% | 53.79% | 64 | 3 | +| 6.0 | 37.86% | 92.86% | 53.79% | 64 | 3 | + +→ No effect (Y-overlap removal already optimized this signal) + +**Experiment 2B: AlignedLineGroups Threshold** +| Threshold | Precision | Recall | F1 | FP | FN | +|-----------|-----------|--------|-----|-----|-----| +| 3 (current) | 37.86% | 92.86% | 53.79% | 64 | 3 | +| 4 | 39.39% | 92.86% | 55.32% | 60 | 3 | +| **5** | **39.80%** | **92.86%** | **55.71%** | **59** | **3** | +| 6 | 39.80% | 92.86% | 55.71% | 59 | 3 | + +→ **Recommended**: Threshold 5 (FP -5, Recall maintained) + +**Experiment 2C: Vector Signal Criteria** +| LineCount | GridLines | Precision | Recall | F1 | FP | FN | +|-----------|-----------|-----------|--------|-----|-----|-----| +| 8, 3 (current) | | 37.86% | 92.86% | 53.79% | 64 | 3 | +| 10, 4 | | 38.24% | 92.86% | 54.17% | 63 | 3 | +| 12, 4 | | 37.62% | 90.48% | 53.15% | 63 | 4 | + +→ Minimal effect (FP -1, higher values reduce Recall) + +**Recommendation**: +- Apply `alignedLineGroups` threshold 3 → 5 +- Expected: FP 64 → 59 (-5), Recall 92.86% (maintained), F1 +1.92% + +**Applied**: alignedLineGroups threshold 3 → 5 (2026-01-03) + +**Actual Results**: +| Metric | Before (Exp 001) | After (Exp 002) | Change | +|--------|------------------|-----------------|--------| +| FP | 72 | 67 | -5 | +| FN | 1 | 1 | 0 | +| Precision | 36.28% | 37.96% | +1.68% | +| Recall | 97.62% | 97.62% | 0 | +| F1 | 52.90% | 54.67% | +1.77% | + +**Next Steps**: +- Investigate `hasTableBorder` FPs (14 cases, external library) +- Investigate `unknown` FPs (8 cases) + +--- + +### Experiment 003 (2026-01-03): VectorTableSignal & SuspiciousPattern Analysis + +**Goal**: Further reduce FP 67 while maintaining high Recall + +**Current FP by Signal** (after Experiment 002): +| Signal | Count | % | +|--------|-------|---| +| hasVectorTableSignal | 23 | 34.3% | +| hasSuspiciousPattern | 19 | 28.4% | +| hasTableBorder | 14 | 20.9% | +| hasTextTablePattern | 5 | 7.5% | +| alignedLineGroups | 5 | 7.5% | +| highLineRatio | 1 | 1.5% | + +**VectorTableSignal Sub-signal Analysis** (23 FPs): +| Sub-signal | Count | +|------------|-------| +| hasAlignedShortLines | 30 | +| hasTableBorderLines | 22 | +| hasGridLines | 16 | +| lineArt>=8 | 13 | +| hasRowSeparatorPattern | 12 | + +→ `hasAlignedShortLines` is the primary cause of VectorSignal FPs + +**Experiments**: +| Config | Precision | Recall | F1 | FP | FN | +|--------|-----------|--------|-----|-----|-----| +| Current (Exp 002) | 37.96% | 97.62% | 54.67% | 67 | 1 | +| 003B: Disable VectorSignal | 40.00% | 90.48% | 55.47% | 57 | 4 | +| 003C: Grid OR BorderLines only | 40.21% | 92.86% | 56.12% | 58 | 3 | +| **003D: Disable SuspiciousPattern** | **42.11%** | **95.24%** | **58.39%** | **55** | **2** | +| 003F: Only Reliable Signals | 56.25% | 85.71% | 67.92% | 28 | 6 | +| 003G: Disable AlignedShortLines | 40.00% | 95.24% | 56.34% | 60 | 2 | +| 003I: Combined (NoAlign+NoSusp) | 44.71% | 90.48% | 59.84% | 47 | 4 | + +**Analysis**: +- `hasTableBorder` (14 FPs): External library, cannot modify +- `hasVectorTableSignal` (23 FPs): `hasAlignedShortLines` too aggressive +- `hasSuspiciousPattern` (19 FPs): Gap detection catches non-table layouts + +**Recommendation**: +- **Best for Recall**: 003D (Disable SuspiciousPattern) + - FP: 67 → 55 (-12), FN: 1 → 2 (+1), Recall: 95.24% +- **Best for F1**: 003I (Combined) + - FP: 67 → 47 (-20), FN: 1 → 4 (+3), F1: 59.84% + +**FN Documents** (003D): +- `01030000000122`: Only detected by SuspiciousPattern (gap-based) +- `01030000000110`: Never detected (needs separate investigation) + +**Applied**: 003D - Disabled hasSuspiciousPattern (2026-01-03) + +**Actual Results**: +| Metric | Before (Exp 002) | After (Exp 003) | Change | +|--------|------------------|-----------------|--------| +| FP | 67 | 55 | -12 | +| FN | 1 | 2 | +1 | +| Precision | 37.96% | 42.11% | +4.15% | +| Recall | 97.62% | 95.24% | -2.38% | +| F1 | 54.67% | 58.39% | +3.72% | + +--- + +### Experiment 004 (2026-01-03): AlignedLineGroups Signal Analysis + +**Goal**: Further reduce FP 55 while maintaining Recall 95.24% + +**Current FP by Signal** (after Experiment 003): +| Signal | Count | % | +|--------|-------|---| +| hasVectorTableSignal | 23 | 41.8% | +| hasTableBorder | 14 | 25.5% | +| alignedLineGroups | 12 | 21.8% | +| hasTextTablePattern | 5 | 9.1% | +| highLineRatio | 1 | 1.8% | + +**VectorTableSignal Sub-signal Analysis** (23 FPs): +| Sub-signal | Count | +|------------|-------| +| hasAlignedShortLines | 16 | +| hasTableBorderLines | 10 | +| lineArt>=8 | 8 | +| hasRowSeparatorPattern | 7 | +| hasGridLines | 5 | + +**Experiments**: +| Config | Precision | Recall | F1 | FP | FN | +|--------|-----------|--------|-----|-----|-----| +| Current (Exp 003) | 42.11% | 95.24% | 58.39% | 55 | 2 | +| 004A: NoAlignedShortLines | 44.71% | 90.48% | 59.84% | 47 | 4 | +| 004B: Grid+BorderLines only | 45.12% | 88.10% | 59.68% | 45 | 5 | +| **004D: No alignedLineGroups** | **48.19%** | **95.24%** | **64.00%** | **43** | **2** | +| 004E: alignedLineGroups>=7 | 44.94% | 95.24% | 61.07% | 49 | 2 | +| 004G: NoAlignShort+Groups>=7 | 48.10% | 90.48% | 62.81% | 41 | 4 | +| 004I: Reliable Only | 54.41% | 88.10% | 67.27% | 31 | 5 | + +**Analysis**: +- `alignedLineGroups` signal caused 12 FPs but detected no additional true tables +- Disabling it removes all 12 FPs without any FN increase +- Best option for maintaining Recall while improving Precision + +**Applied**: 004D - Disabled alignedLineGroups signal (2026-01-03) + +**Actual Results**: +| Metric | Before (Exp 003) | After (Exp 004) | Change | +|--------|------------------|-----------------|--------| +| FP | 55 | 43 | -12 | +| FN | 2 | 2 | 0 | +| Precision | 42.11% | 48.19% | +6.08% | +| Recall | 95.24% | 95.24% | 0 | +| F1 | 58.39% | 64.00% | +5.61% | + +**Next Steps**: +- Investigate `hasVectorTableSignal` FPs (23 remaining) - hasAlignedShortLines main cause +- Investigate `hasTableBorder` FPs (14 cases, external library limitation) + +--- + +### Experiment 005 (2026-01-03): Large Image Signal for FN Reduction + +**Goal**: Reduce FN by detecting pages with large images (potential table/chart images) + +**Background**: +- FN documents `01030000000110` and `01030000000122` contain images with tables +- 110: 28.64% page area (graph image) +- 122: 11.73% page area (table image) + +**Implementation**: +- Added `hasLargeImage` signal to TriageProcessor +- Detects ImageChunk objects and calculates max image area / page area ratio + +**Experiments**: +| Threshold | Precision | Recall | F1 | FP | FN | +|-----------|-----------|--------|-----|-----|-----| +| Baseline (no image) | 48.19% | 95.24% | 64.00% | 43 | 2 | +| 10% | 33.07% | **100%** | 49.70% | 85 | 0 | +| **11%** | **33.60%** | **100%** | **50.30%** | **83** | **0** | +| 15% | 35.96% | 97.62% | 52.56% | 73 | 1 | + +**Analysis**: +- 11% threshold achieves **100% Recall** (all 42 table documents detected) +- Trade-off: FP increases from 43 → 83 (+40), Precision drops from 48% → 34% +- F1 decreases from 64% → 50% due to high FP increase +- Many FPs are documents with decorative images, diagrams, photos + +**Experiment 005B: Adding Aspect Ratio Condition** + +Observation: FN documents have wide images (ratio 1.79, 3.68), while FP documents often have square/tall images (ratio 0.6~1.5). + +| Config | Precision | Recall | F1 | FP | FN | +|--------|-----------|--------|-----|-----|-----| +| Baseline (no image) | 48.19% | 95.24% | 64.00% | 43 | 2 | +| 11% only | 33.60% | 100% | 50.30% | 83 | 0 | +| 11% + ratio 1.7 | 42.86% | 100% | 60.00% | 56 | 0 | +| **11% + ratio 1.75** | **43.30%** | **100%** | **60.43%** | **55** | **0** | +| 11% + ratio 2.0 | 46.59% | 97.62% | 63.08% | 47 | 1 | + +**Final Configuration**: +- Image area >= 11% of page area +- Image aspect ratio (width/height) >= 1.75 + +**Trade-off**: +- Achieves **100% Recall** (all 42 table documents detected) +- FP increases from 43 → 55 (+12) +- F1 decreases from 64% → 60.43% (-3.57%) + +**Applied**: 11% + aspect ratio 1.75 (2026-01-03) + +--- + +## Template for New Experiments + +```markdown +### Experiment XXX (YYYY-MM-DD): [Title] + +**Goal**: [What are you trying to improve?] + +**Changes**: [What did you modify?] + +**Results**: +| Config | Precision | Recall | F1 | FP | FN | +|--------|-----------|--------|-----|-----|-----| +| Before | | | | | | +| After | | | | | | + +**Conclusion**: [What did you learn? Should this be applied?] + +**Next Steps**: [What to try next?] +``` + +--- + +## How to Run Experiments + +```bash +# Run triage accuracy test +./scripts/test-java.sh -Dtest=TriageProcessorIntegrationTest#testTriageAccuracyOnBenchmarkPDFs + +# Debug specific document +./scripts/bench.sh --doc-id 01030000000110 +``` + +## Related Files +- [TriageProcessor.java](../../java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TriageProcessor.java) +- [TriageProcessorIntegrationTest.java](../../java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageProcessorIntegrationTest.java) diff --git a/docs/hybrid/hybrid-mode-design.md b/docs/hybrid/hybrid-mode-design.md new file mode 100644 index 0000000..d3b5541 --- /dev/null +++ b/docs/hybrid/hybrid-mode-design.md @@ -0,0 +1,121 @@ +# Hybrid PDF Processing System - Design Document + +## Overview + +Hybrid PDF processing system combining Java heuristics + external AI backends. +Routes pages via per-page Triage: simple pages to fast Java path, complex tables/OCR to AI backend. + +## Key Decisions + +| Item | Decision | +|------|----------| +| CLI Option | `--hybrid ` | +| Default | `off` (Java-only, no external dependency) | +| First Backend | `docling` (docling-serve REST API) | +| Automation | Semi-automatic (benchmark/analysis auto, code changes require approval) | +| Triage Strategy | Conservative (minimize FN, accept FP, route uncertain pages to backend) | + +--- + +## CLI Usage + +```bash +# Default: Java-only processing +opendataloader-pdf input.pdf +opendataloader-pdf --hybrid off input.pdf + +# Use docling backend +opendataloader-pdf --hybrid docling input.pdf + +# With custom backend URL +opendataloader-pdf --hybrid docling --hybrid-url http://localhost:5001 input.pdf + +# Future backends +opendataloader-pdf --hybrid hancom input.pdf +``` + +## Hybrid Options + +| Option | Description | +|--------|-------------| +| `--hybrid ` | Hybrid backend: `off` (default), `docling`, `hancom`, etc. | +| `--hybrid-url ` | Backend server URL (overrides default) | +| `--hybrid-timeout ` | Request timeout in milliseconds (default: 0, no timeout) | +| `--hybrid-fallback` | Opt in to Java fallback on backend error (default: disabled — backend failures fail fast with non-zero exit) | + +## Supported Backends + +| Backend | Status | Description | +|---------|--------|-------------| +| `off` | ✅ Default | Java-only, no external calls | +| `docling-fast` | ✅ Available | docling-serve (local) | +| `hancom` | 📋 Future (Priority) | Hancom Document AI | +| `azure` | 📋 Future | Azure Document Intelligence | +| `google` | 📋 Future | Google Document AI | + +--- + +## Architecture + +``` +┌─────────────────────────────────────────────────────────────────┐ +│ PDF Input │ +└─────────────────────────────────────────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────────────────┐ +│ ContentFilterProcessor │ +│ (existing: text filtering) │ +└─────────────────────────────────────────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────────────────┐ +│ TriageProcessor.triageAllPages() │ +│ - Batch triage all pages │ +│ - Output: Map │ +└─────────────────────────────────────────────────────────────────┘ + │ + ┌───────────────┴───────────────┐ + │ │ + ▼ ▼ +┌─────────────────────────┐ ┌─────────────────────────┐ +│ JAVA Path │ │ BACKEND Path │ +│ (parallel processing) │ │ (single batch API call)│ +│ │ │ │ +│ ExecutorService │ │ BackendClient │ +│ - TableBorderProcessor │ │ - Send all pages once │ +│ - TextLineProcessor │ │ - Receive all results │ +│ - ParagraphProcessor │ │ SchemaTransformer │ +└─────────────────────────┘ └─────────────────────────┘ + │ │ + │ CONCURRENT │ + └───────────────┬───────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────────────────┐ +│ Result Merger │ +│ (preserve page order) │ +└─────────────────────────────────────────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────────────────┐ +│ Post-processing & Output Generation │ +└─────────────────────────────────────────────────────────────────┘ +``` + +--- + +## Risks and Mitigations + +| Risk | Mitigation | +|------|------------| +| Backend unavailable or returns failed pages | Fail fast with non-zero exit (default). Opt in to `--hybrid-fallback` to fall back to Java for backend-routed pages. | +| Triage FN (missed tables) | Conservative threshold, benchmark monitoring | +| Schema mismatch | Step-by-step validation, type checking | +| Slow processing | Parallel execution, batch API calls | + +--- + +## Related Documents + +- **Implementation Tasks**: [hybrid-mode-tasks.md](hybrid-mode-tasks.md) diff --git a/docs/hybrid/hybrid-mode-tasks.md b/docs/hybrid/hybrid-mode-tasks.md new file mode 100644 index 0000000..78c7892 --- /dev/null +++ b/docs/hybrid/hybrid-mode-tasks.md @@ -0,0 +1,1265 @@ +# Hybrid Mode Implementation Tasks + +Each task is independently executable. A new Claude Code session can reference this document to perform the task. + +--- + +## Decision Points (Runtime-Dependent) + +These decisions **require execution results** before they can be made. + +### After Phase -1 (based on docling API test results) + +| Decision | How to Verify | Impact | +|----------|---------------|--------| +| **API endpoint** | Check available endpoints in OpenAPI spec | Task 6 client implementation | +| **Page filtering support** | Check if API options include page filter | Full PDF send required if unsupported | +| **Response page structure** | Analyze sample response JSON structure | Task 7 per-page separation logic | +| **Coordinate system** | Check bbox value ranges in sample response | Task 7 coordinate conversion formula | +| **docling element types** | Extract actual type values from sample response | Task 1 mapping table | + +### After Phase 2 (based on benchmark results) + +| Decision | How to Verify | Impact | +|----------|---------------|--------| +| **Triage threshold tuning** | Check triage_fn (missed tables) count | Lower thresholds if recall < 95% | + +### After Phase 4 (based on evaluation results) + +| Decision | How to Verify | Impact | +|----------|---------------|--------| +| **Triage re-tuning needed** | Analyze FN case signal patterns | Phase 2 rework | + +--- + +## Progress Tracker + +| Task | Status | Completed | Notes | +|------|--------|-----------|-------| +| Task -1: Pre-research | ✅ completed | 2026-01-02 | See docs/hybrid/research/ | +| Task 0: docling-api skill | ✅ completed | 2026-01-02 | See .claude/skills/docling-api/ | +| Task 1: schema-mapping skill | ✅ completed | 2026-01-02 | See .claude/skills/schema-mapping/ | +| Task 2: triage-criteria skill | ✅ completed | 2026-01-02 | See .claude/skills/triage-criteria/ | +| Task 3: HybridConfig | ✅ completed | 2026-01-02 | See java/.../hybrid/HybridConfig.java | +| Task 4: CLI Options | ✅ completed | 2026-01-02 | See java/.../cli/CLIOptions.java | +| Task 5: TriageProcessor | ✅ completed | 2026-01-02 | See java/.../hybrid/TriageProcessor.java | +| Task 6: DoclingClient | ✅ completed | 2026-01-02 | See java/.../hybrid/DoclingClient.java | +| Task 7: SchemaTransformer | ✅ completed | 2026-01-02 | See java/.../hybrid/DoclingSchemaTransformer.java | +| Task 8: HybridDocumentProcessor | ✅ completed | 2026-01-02 | See java/.../processors/HybridDocumentProcessor.java | +| Task 9: Triage Logging | ✅ completed | 2026-01-02 | See java/.../hybrid/TriageLogger.java | +| Task 10: Triage Evaluator | ✅ completed | 2026-01-02 | See tests/benchmark/src/evaluator_triage.py | +| Task 11: Triage Analyzer Agent | ✅ completed | 2026-01-02 | See .claude/agents/triage-analyzer.md | + +**Status Legend:** +- ⬜ `not_started` - Not yet begun +- 🔄 `in_progress` - Currently working +- ✅ `completed` - Done and verified +- ⏸️ `blocked` - Waiting on dependency or issue + +--- + +## Task -1: Pre-research & Data Collection + +### Goal +Collect all required data and specifications before implementation begins. + +### Prerequisites +- Docker installed +- Access to test PDFs in `tests/benchmark/pdfs/` + +### Research Steps + +#### 1. Start docling-serve and collect OpenAPI spec +```bash +# Start docling-serve (official container image) +# Reference: https://github.com/docling-project/docling-serve +docker run -d -p 5001:5001 --name docling-serve \ + -e DOCLING_SERVE_ENABLE_UI=1 \ + quay.io/docling-project/docling-serve + +# Wait for startup (model loading takes time) +sleep 30 + +# Verify server is running (check API docs page) +curl -s http://localhost:5001/docs | head -20 + +# Access UI playground at: http://localhost:5001/ui + +# Collect OpenAPI specification +curl http://localhost:5001/openapi.json > docs/hybrid/research/docling-openapi.json + +# Check available endpoints +cat docs/hybrid/research/docling-openapi.json | jq '.paths | keys' + +# Alternative: Using pip (if Docker not available) +# pip install "docling-serve[ui]" +# docling-serve run --enable-ui +``` + +#### 2. Test API and collect sample response +```bash +# Convert using /v1/convert/source endpoint (official API) +# Using file URL source +curl -X POST http://localhost:5001/v1/convert/source \ + -H "Content-Type: application/json" \ + -d '{ + "sources": [{"kind": "file", "path": "samples/pdf/1901.03003.pdf"}], + "options": {"to_formats": ["json", "md"], "do_table_structure": true} + }' \ + > docs/hybrid/research/docling-sample-response.json + +# If file path doesn't work, try with base64 or HTTP URL +# Alternative: Use multipart form if available +curl -X POST http://localhost:5001/v1/convert/source \ + -F "file=@samples/pdf/1901.03003.pdf" \ + > docs/hybrid/research/docling-sample-response.json + +# Extract response structure +cat docs/hybrid/research/docling-sample-response.json | jq 'keys' +cat docs/hybrid/research/docling-sample-response.json | jq '.document | keys' 2>/dev/null || \ + cat docs/hybrid/research/docling-sample-response.json | jq '.[0] | keys' + +# Check element types in response +cat docs/hybrid/research/docling-sample-response.json | jq '[.. | .type? // empty] | unique' 2>/dev/null +``` + +#### 3. Extract documents with tables (for triage evaluation) +```bash +# List documents containing tables +cat tests/benchmark/ground-truth/reference.json | \ + jq -r 'to_entries[] | select(.value[]?.category == "Table") | .key' | \ + sort | uniq > docs/hybrid/research/documents-with-tables.txt + +# Count +wc -l docs/hybrid/research/documents-with-tables.txt +``` + +#### 4. Parse same PDF with OpenDataLoader Java +```bash +# Build Java CLI +./scripts/build-java.sh + +# Parse the same PDF with Java (JSON output) +java -jar java/opendataloader-pdf-cli/target/opendataloader-pdf-cli-*.jar \ + --format json \ + -o docs/hybrid/research/ \ + samples/pdf/1901.03003.pdf + +# Rename for clarity +mv docs/hybrid/research/1901.03003.json docs/hybrid/research/opendataloader-sample-response.json + +# Also generate markdown for comparison +java -jar java/opendataloader-pdf-cli/target/opendataloader-pdf-cli-*.jar \ + --format md \ + -o docs/hybrid/research/ \ + samples/pdf/1901.03003.pdf + +mv docs/hybrid/research/1901.03003.md docs/hybrid/research/opendataloader-sample-response.md +``` + +#### 5. Document IObject class structure +```bash +# Find all semantic types +grep -r "class Semantic" java/opendataloader-pdf-core/ --include="*.java" -l + +# Find TableBorder structure +grep -r "class TableBorder" java/opendataloader-pdf-core/ --include="*.java" -A 20 + +# List all IObject implementations +grep -r "implements.*IObject" java/opendataloader-pdf-core/ --include="*.java" +``` + +#### 6. Compare docling vs OpenDataLoader output +```bash +# Compare element counts +echo "=== Docling elements ===" +cat docs/hybrid/research/docling-sample-response.json | jq '[.document.content[].type] | group_by(.) | map({type: .[0], count: length})' + +echo "=== OpenDataLoader elements ===" +cat docs/hybrid/research/opendataloader-sample-response.json | jq '[.kids[].semanticType] | group_by(.) | map({type: .[0], count: length})' +``` + +### Files to Create +``` +docs/hybrid/research/ +├── docling-openapi.json # Full OpenAPI spec +├── docling-sample-response.json # Docling conversion response +├── opendataloader-sample-response.json # OpenDataLoader JSON output +├── opendataloader-sample-response.md # OpenDataLoader markdown output +├── documents-with-tables.txt # List of docs with tables +└── iobject-structure.md # IObject class hierarchy summary +``` + +### Success Criteria +- [ ] docling-serve running and accessible +- [ ] OpenAPI spec saved +- [ ] Docling sample response JSON saved (with tables, headings, figures) +- [ ] OpenDataLoader sample response JSON saved (same PDF) +- [ ] OpenDataLoader sample markdown saved +- [ ] Documents with tables list extracted (should be ~42 docs) +- [ ] IObject class structure documented +- [ ] Element type comparison between docling and OpenDataLoader completed + +### Test Method +```bash +# Verify all files exist +ls -la docs/hybrid/research/ + +# Verify docling response has expected structure +cat docs/hybrid/research/docling-sample-response.json | jq '.document.content | length' +``` + +### Dependencies +- None (first task) + +### Output +This research enables: +- Task 0: docling-api skill (uses OpenAPI spec + sample response) +- Task 1: schema-mapping skill (uses sample response + IObject structure) +- Task 2: triage-criteria skill (uses documents-with-tables list) + +--- + +## Task 0: Docling API Skill Setup + +### Goal +Create Claude skill for docling-serve API specification so Claude can correctly generate API integration code. + +### Prerequisites +- docling-serve running locally or accessible endpoint +- curl or HTTP client for API testing + +### Required Research +1. Fetch docling-serve official documentation +2. Make actual API calls to capture request/response structure +3. Collect JSON output schema samples from real responses + +### Research Steps +```bash +# 1. Start docling-serve +docker run -p 5001:5001 ds4sd/docling-serve + +# 2. Check available endpoints +curl http://localhost:5001/docs # OpenAPI spec + +# 3. Test conversion API +curl -X POST http://localhost:5001/v1/convert/file \ + -F "file=@tests/benchmark/pdfs/01030000000001.pdf" \ + -F "options={\"to_formats\":[\"json\",\"md\"]}" \ + > docling-response-sample.json + +# 4. Extract schema structure +cat docling-response-sample.json | jq 'keys' +cat docling-response-sample.json | jq '.document.content[0]' +``` + +### Files to Create +``` +.claude/skills/docling-api/ +├── SKILL.md # API specification and usage guide +├── request-schema.json # Request format reference +└── response-schema.json # Response structure reference +``` + +### SKILL.md Template +```markdown +--- +name: docling-api +description: docling-serve REST API specification. Use when implementing DoclingClient or calling docling API. +--- + +# docling-serve API Reference + +## Base URL +`http://localhost:5001` + +## Endpoints + +### POST /v1/convert/file +Convert PDF file to structured output. + +**Request:** +- Content-Type: multipart/form-data +- file: PDF binary +- options: JSON string with conversion options + +**Options:** +```json +{ + "to_formats": ["json", "md"], + "do_table_structure": true, + "do_ocr": false +} +``` + +**Response:** +See response-schema.json for full structure. + +## Element Types +| Type | Description | +|------|-------------| +| paragraph | Text paragraph | +| table | Table with cells | +| heading | Section heading (level 1-6) | +| list | Bulleted or numbered list | +| figure | Image or diagram | +``` + +### Success Criteria +- [ ] API endpoints documented with request/response examples +- [ ] Response JSON schema captured from real API call +- [ ] Skill auto-applies when Claude handles docling-related tasks +- [ ] New Claude session can generate correct DoclingClient code using skill + +### Test Method +```bash +# In new Claude Code session: +claude "Write a Java method to call docling-serve API" +# Expected: Claude uses SKILL.md to generate correct endpoint, headers, request format +``` + +### Dependencies +- None (first task, enables other tasks) + +--- + +## Task 1: Schema Mapping Skill Setup + +### Goal +Create Claude skill documenting the mapping between docling output schema and Java IObject hierarchy. + +### Prerequisites +- Task 0 completed (docling response schema available) +- Understanding of existing IObject types in codebase + +### Required Research +```bash +# 1. Get docling element types from response +cat docling-response-sample.json | jq '.document.content[].type' | sort | uniq + +# 2. List existing IObject types +grep -r "class.*implements IObject" java/ --include="*.java" +grep -r "class Semantic" java/ --include="*.java" + +# 3. Compare field structures +# docling table cell structure vs TableBorderCell +# docling paragraph structure vs SemanticParagraph +``` + +### Files to Create +``` +.claude/skills/schema-mapping/ +├── SKILL.md # Mapping rules and guidelines +├── docling-elements.json # Docling element type samples +└── iobject-types.md # IObject type reference +``` + +### SKILL.md Template +```markdown +--- +name: schema-mapping +description: Mapping between docling output and Java IObject types. Use when implementing DoclingSchemaTransformer. +--- + +# Schema Mapping: Docling → IObject + +## Type Mapping + +| Docling Type | IObject Type | Key Fields | +|--------------|--------------|------------| +| `paragraph` | `SemanticParagraph` | text, bbox | +| `table` | `TableBorder` | cells[][], bbox | +| `heading` | `SemanticHeading` | text, level, bbox | +| `list` | `PDFList` | items[], bbox | +| `figure` | `ImageChunk` | bbox, metadata | + +## Field Mapping Details + +### Table Mapping +``` +docling: + cells: [{row, col, text, rowspan, colspan}] + +IObject (TableBorder): + rows: [TableBorderRow] + cells: [TableBorderCell] + contents: List + colSpan, rowSpan +``` + +### Bounding Box +``` +docling: {x, y, width, height} (normalized 0-1) +IObject: BoundingBox(left, bottom, right, top) (PDF points) + +Conversion: multiply by page dimensions +``` +``` + +### Success Criteria +- [ ] All docling element types mapped to IObject types +- [ ] Field-level mapping documented +- [ ] Coordinate system conversion documented +- [ ] Skill auto-applies when implementing transformer + +### Test Method +```bash +# In new Claude Code session: +claude "Transform this docling table JSON to TableBorder" +# Expected: Claude uses mapping rules to generate correct transformation code +``` + +### Dependencies +- Task 0 (docling response schema) + +--- + +## Task 2: Triage Criteria Skill Setup + +### Goal +Create Claude skill documenting triage decision rules for routing pages to Java vs Docling. + +### Prerequisites +- Understanding of page content signals (LineChunk, TextChunk, etc.) +- Knowledge of table detection patterns + +### Required Research +```bash +# 1. Analyze page content types +grep -r "LineChunk\|TextChunk\|TableBorder" java/ --include="*.java" | head -20 + +# 2. Find existing table detection logic +grep -r "detectTable\|TableBorder" java/opendataloader-pdf-core/ --include="*.java" + +# 3. Review ground truth for table presence patterns +cat tests/benchmark/ground-truth/reference.json | jq '[.[][] | select(.category=="Table")] | length' +``` + +### Files to Create +``` +.claude/skills/triage-criteria/ +├── SKILL.md # Triage rules and thresholds +└── signals.md # Signal extraction methods +``` + +### SKILL.md Template +```markdown +--- +name: triage-criteria +description: Page triage decision rules. Use when implementing or tuning TriageProcessor. +--- + +# Triage Criteria + +## Strategy +**Conservative**: Minimize false negatives (missing tables). Accept false positives (unnecessary docling calls). + +## Decision Signals + +| Signal | Extraction | Threshold | Action | +|--------|------------|-----------|--------| +| Line/Text ratio | lineChunks.size() / textChunks.size() | > 0.3 | → DOCLING | +| Grid pattern | aligned horizontal + vertical lines | >= 3 groups | → DOCLING | +| TableBorder detected | existing detector finds border | any | → DOCLING | +| Default | - | - | → JAVA | + +## Threshold Tuning Guide + +### If FN (missed tables) is high: +- Lower line/text ratio threshold +- Lower grid pattern threshold +- Add more signals + +### If too slow (too many docling calls): +- Raise thresholds +- Add early-exit conditions for simple pages + +## Benchmark Metrics +- `triage_recall`: Tables correctly sent to docling (target: >= 0.95) +- `triage_fn`: Tables missed (target: <= 5) +``` + +### Success Criteria +- [ ] All triage signals documented +- [ ] Threshold values specified with rationale +- [ ] Tuning guidelines included +- [ ] Skill auto-applies when working on TriageProcessor + +### Test Method +```bash +# In new Claude Code session: +claude "The triage FN is too high, how should I adjust thresholds?" +# Expected: Claude references skill to suggest specific threshold changes +``` + +### Dependencies +- None (can be created from codebase analysis) + +--- + +## Task 3: Config Extension (HybridConfig) + +### Goal +Add configuration classes for hybrid processing. + +### Context +- Current `Config.java` has no hybrid concept +- Need `HybridConfig` to store backend connection settings +- Design for extensibility (docling first, then azure, google, etc.) + +### Files to Modify +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/Config.java` + +### Files to Create +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridConfig.java` + +### Implementation Details +```java +// HybridConfig.java +public class HybridConfig { + private String url; // null = use backend default + private int timeoutMs = 0; // 0 = no timeout + private boolean fallbackToJava = false; + private int maxConcurrentRequests = 4; + // getters, setters, builder pattern + + // Backend-specific default URLs + public static String getDefaultUrl(String hybrid) { + return switch (hybrid) { + case "docling" -> "http://localhost:5001"; + case "hancom" -> null; // requires explicit URL + case "azure" -> null; // requires explicit URL + case "google" -> null; // requires explicit URL + default -> null; + }; + } +} + +// Config.java additions +public static final String HYBRID_OFF = "off"; +public static final String HYBRID_DOCLING = "docling"; +public static final String HYBRID_HANCOM = "hancom"; +public static final String HYBRID_AZURE = "azure"; +public static final String HYBRID_GOOGLE = "google"; +private static Set hybridOptions = new HashSet<>(); + +private String hybrid = HYBRID_OFF; +private HybridConfig hybridConfig = new HybridConfig(); + +static { + hybridOptions.add(HYBRID_OFF); + hybridOptions.add(HYBRID_DOCLING); + // hancom, azure, google added when implemented +} + +public boolean isHybridEnabled() { + return !HYBRID_OFF.equals(hybrid); +} +``` + +### Success Criteria +- [ ] `HybridConfig` class created with all fields +- [ ] `Config.java` has `hybrid` field with validation +- [ ] `Config.java` has `HybridConfig` field +- [ ] `isHybridEnabled()` helper method +- [ ] Existing tests pass: `./scripts/test-java.sh` + +### Test Method +```bash +./scripts/test-java.sh +``` + +### Dependencies +- None + +--- + +## Task 4: CLI Options for Hybrid + +### Goal +Add CLI options to enable hybrid processing. + +### Context +- Current CLI has no `--hybrid` option +- Need to configure backend URL, timeout from command line +- Follow existing `OptionDefinition` pattern in `CLIOptions.java` + +### Files to Modify +- `java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java` + +### Implementation Details +``` +New options: + --hybrid Hybrid backend to use (default: off) + --hybrid-url Backend server URL (default: backend-specific) + --hybrid-timeout Request timeout in ms (default: 0, no timeout) + --hybrid-fallback Opt in to Java fallback on backend error (default: disabled) +``` + +```java +// Add to OPTION_DEFINITIONS list +new OptionDefinition("hybrid", null, "string", "off", + "Hybrid backend for AI processing. Values: off (default), docling, hancom", true), +new OptionDefinition("hybrid-url", null, "string", null, + "Hybrid backend server URL (overrides default)", true), +new OptionDefinition("hybrid-timeout", null, "string", "0", + "Hybrid backend request timeout in milliseconds (0 = no timeout)", true), +new OptionDefinition("hybrid-fallback", null, "boolean", false, + "Opt in to Java fallback on hybrid backend error (default: disabled)", true), +``` + +### Success Criteria +- [ ] `--hybrid` option parsing and Config reflection +- [ ] `--hybrid-url` option parsing +- [ ] `--hybrid-timeout` option parsing +- [ ] `--hybrid-fallback` option parsing +- [ ] `--help` shows new options +- [ ] Options exported to JSON (`--export-options`) +- [ ] Existing tests pass + +### Test Method +```bash +# Build +./scripts/build-java.sh + +# Check options +java -jar java/opendataloader-pdf-cli/target/opendataloader-pdf-cli-*.jar --help + +# Test run (hybrid off, default behavior) +java -jar java/opendataloader-pdf-cli/target/opendataloader-pdf-cli-*.jar \ + --hybrid off \ + tests/benchmark/pdfs/01030000000001.pdf + +# Verify JSON export includes new options +java -jar java/opendataloader-pdf-cli/target/opendataloader-pdf-cli-*.jar --export-options | jq '.options[] | select(.name | startswith("hybrid"))' +``` + +### Dependencies +- Task 3 (HybridConfig) + +--- + +## Task 5: TriageProcessor Implementation + +### Goal +Implement page-level triage decision logic (JAVA vs BACKEND routing). + +### Context +- **Conservative strategy**: Minimize FN (missed tables), accept FP (unnecessary backend calls) +- Fast heuristics (microseconds, not milliseconds) +- Runs after `ContentFilterProcessor.getFilteredContents()`, before table processing + +### Files to Create +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TriageProcessor.java` + +### Implementation Details +```java +public class TriageProcessor { + public enum TriageDecision { JAVA, BACKEND } + + public record TriageResult( + int pageNumber, + TriageDecision decision, + double confidence, + TriageSignals signals + ) {} + + public record TriageSignals( + int lineChunkCount, + int textChunkCount, + double lineToTextRatio, + int alignedLineGroups, + boolean hasTableBorder + ) {} + + /** + * Classify a page for processing path. + * Conservative: bias toward BACKEND when uncertain. + */ + public static TriageResult classifyPage( + List filteredContents, + int pageNumber, + HybridConfig config + ) { + // Extract signals from content + // Apply thresholds (from triage-criteria skill) + // Return decision with confidence + } + + /** + * Batch triage for all pages. + */ + public static Map triageAllPages( + Map> pageContents, + HybridConfig config + ) { + // Triage all pages, return map of results + } +} +``` + +### Triage Heuristics (Initial - Conservative) +| Signal | Threshold | Action | +|--------|-----------|--------| +| LineChunk / TextChunk ratio | > 0.3 | → BACKEND | +| Aligned line groups (grid pattern) | >= 3 | → BACKEND | +| TableBorder detected | any | → BACKEND | +| Default | - | → JAVA | + +### Success Criteria +- [ ] `TriageProcessor` class created +- [ ] `TriageResult`, `TriageSignals` records defined +- [ ] `classifyPage()` method implemented +- [ ] `triageAllPages()` batch method implemented +- [ ] Unit tests written and passing +- [ ] Conservative thresholds set (minimize FN) + +### Test Method +```bash +cd java && mvn test -Dtest=TriageProcessorTest +./scripts/test-java.sh +``` + +### Dependencies +- Task 3 (HybridConfig) +- Skill: triage-criteria (Task 2) + +--- + +## Task 6: DoclingClient Implementation + +### Goal +Implement REST API client for docling-serve with batch processing support. + +### Context +- Uses docling-serve official API +- **Batch processing**: Send multiple pages in one request for efficiency +- Async support for parallel processing with Java path +- First backend implementation (template for future backends) + +### Files to Create +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridClient.java` (interface) +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DoclingClient.java` + +### Implementation Details +```java +// HybridClient.java - interface for all hybrid backends +public interface HybridClient { + record HybridRequest( + byte[] pdfBytes, + Set pageNumbers, // 1-indexed, pages to process + boolean doTableStructure, + boolean doOcr + ) {} + + record HybridResponse( + String markdown, + JsonNode json, // Full structured output + Map pageContents // Per-page content + ) {} + + HybridResponse convert(HybridRequest request) throws IOException; + CompletableFuture convertAsync(HybridRequest request); + boolean isAvailable(); +} + +// DoclingClient.java - docling-serve implementation +public class DoclingClient implements HybridClient { + private final String baseUrl; + private final HttpClient httpClient; + private final ObjectMapper objectMapper; + private final int timeoutMs; + + public DoclingClient(HybridConfig config) { ... } + + // Implements HybridClient interface +} + +// Factory for creating hybrid clients +public class HybridClientFactory { + public static HybridClient create(String hybrid, HybridConfig config) { + return switch (hybrid) { + case "docling" -> new DoclingClient(config); + // case "hancom" -> new HancomClient(config); + // case "azure" -> new AzureClient(config); + default -> throw new IllegalArgumentException("Unknown hybrid backend: " + hybrid); + }; + } +} +``` + +### Success Criteria +- [ ] `HybridClient` interface created +- [ ] `DoclingClient` class implements interface +- [ ] `HybridClientFactory` for creating clients +- [ ] `convert()` method implemented (HTTP request) +- [ ] `convertAsync()` method for parallel processing +- [ ] `isAvailable()` health check implemented +- [ ] Timeout handling +- [ ] Error handling (IOException, retry logic) +- [ ] Integration test (mock or real server) + +### Test Method +```bash +# Start docling-server +docker run -p 5001:5001 ds4sd/docling-serve + +# Integration test +cd java && mvn test -Dtest=DoclingClientIntegrationTest + +# Manual test +curl -X POST http://localhost:5001/v1/convert/file \ + -F "file=@tests/benchmark/pdfs/01030000000001.pdf" +``` + +### Dependencies +- Task 3 (HybridConfig) +- Skill: docling-api (Task 0) + +--- + +## Task 7: DoclingSchemaTransformer Implementation + +### Goal +Transform docling JSON output to IObject hierarchy. + +### Context +- docling JSON response → Java IObject conversion +- Must produce same output schema as Java path for downstream compatibility +- Handle Table, Paragraph, Heading, List, Figure +- First transformer implementation (template for future backends) + +### Files to Create +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridSchemaTransformer.java` (interface) +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DoclingSchemaTransformer.java` + +### Implementation Details +```java +// HybridSchemaTransformer.java - interface for all hybrid backends +public interface HybridSchemaTransformer { + Map> transformAll( + HybridResponse response, + Map pageBoundingBoxes + ); +} + +// DoclingSchemaTransformer.java - docling implementation +public class DoclingSchemaTransformer implements HybridSchemaTransformer { + + @Override + public Map> transformAll( + HybridResponse response, + Map pageBoundingBoxes + ) { ... } + + /** + * Transform single page content. + */ + public List transformPage( + JsonNode pageContent, + int pageNumber, + BoundingBox pageBoundingBox + ) { ... } + + // Type-specific transformers + private TableBorder transformTable(JsonNode tableNode, int pageNumber); + private SemanticParagraph transformParagraph(JsonNode paragraphNode, int pageNumber); + private SemanticHeading transformHeading(JsonNode headingNode, int level, int pageNumber); + private PDFList transformList(JsonNode listNode, int pageNumber); + private ImageChunk transformFigure(JsonNode figureNode, int pageNumber); + + // Coordinate conversion + private BoundingBox convertBoundingBox(JsonNode bbox, BoundingBox pageBox); +} +``` + +### Success Criteria +- [ ] `HybridSchemaTransformer` interface created +- [ ] `DoclingSchemaTransformer` class implements interface +- [ ] `transformAll()` batch method implemented +- [ ] Table transformation (TableBorder creation) +- [ ] Paragraph transformation +- [ ] Heading transformation +- [ ] List transformation +- [ ] Bounding box coordinate conversion +- [ ] Unit tests with sample JSON → IObject + +### Test Method +```bash +cd java && mvn test -Dtest=DoclingSchemaTransformerTest +``` + +### Dependencies +- Task 6 (DoclingClient - response structure) +- Skill: schema-mapping (Task 1) + +--- + +## Task 8: HybridDocumentProcessor Implementation + +### Goal +Implement hybrid processing pipeline with parallel execution. + +### Context +- **Parallel processing**: Java path and Hybrid path run concurrently +- Batch all hybrid pages in single API call +- Merge results maintaining page order + +### Architecture +``` + ┌─ Java pages (parallel) ────────────┐ + │ ExecutorService │ +All Pages Triage ───┤ ├──→ Merge + │ │ + └─ Hybrid pages (batch async) ───────┘ + Single API call +``` + +### Files to Create +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HybridDocumentProcessor.java` + +### Files to Modify +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/DocumentProcessor.java` + +### Implementation Details +```java +public class HybridDocumentProcessor { + + public static List> processDocument( + String inputPdfName, + Config config, + Set pagesToProcess + ) throws IOException { + + // Phase 1: Filter all pages + Triage + Map> filteredContents = filterAllPages(pagesToProcess); + Map triageResults = TriageProcessor.triageAllPages( + filteredContents, config.getHybridConfig() + ); + + // Phase 2: Split by decision + Set javaPages = filterByDecision(triageResults, JAVA); + Set hybridPages = filterByDecision(triageResults, BACKEND); + + // Phase 3: Process in parallel + HybridClient client = HybridClientFactory.create( + config.getHybrid(), config.getHybridConfig() + ); + + CompletableFuture>> hybridFuture = + CompletableFuture.supplyAsync(() -> + processHybridPath(inputPdfName, hybridPages, client, config) + ); + + Map> javaResults = + processJavaPathParallel(filteredContents, javaPages, config); + + Map> hybridResults = hybridFuture.join(); + + // Phase 4: Merge results + return mergeResults(javaResults, hybridResults, pagesToProcess); + } + + private static Map> processHybridPath( + String pdfPath, + Set pageNumbers, + HybridClient client, + Config config + ) { + if (pageNumbers.isEmpty()) return Map.of(); + + byte[] pdfBytes = Files.readAllBytes(Path.of(pdfPath)); + + HybridResponse response = client.convert(new HybridRequest( + pdfBytes, pageNumbers, true, false + )); + + // Get appropriate transformer for the hybrid backend + HybridSchemaTransformer transformer = getTransformer(config.getHybrid()); + return transformer.transformAll(response, pageBoundingBoxes); + } +} +``` + +### Success Criteria +- [ ] `HybridDocumentProcessor` class created +- [ ] Batch triage for all pages +- [ ] Parallel Java path processing (ExecutorService) +- [ ] Async Hybrid batch processing +- [ ] Concurrent execution of both paths +- [ ] Result merge with page order preservation +- [ ] `DocumentProcessor.processFile()` hybrid branching +- [ ] Fallback handling (hybrid failure → Java) + +### Test Method +```bash +# Full test suite +./scripts/test-java.sh + +# E2E test with docling hybrid +docker run -p 5001:5001 ds4sd/docling-serve + +java -jar java/opendataloader-pdf-cli/target/opendataloader-pdf-cli-*.jar \ + --hybrid docling \ + --hybrid-url http://localhost:5001 \ + tests/benchmark/pdfs/01030000000001.pdf +``` + +### Dependencies +- Task 3, 4, 5, 6, 7 (all prior implementation tasks) + +--- + +## Task 9: Triage Logging + +### Goal +Log triage decisions to JSON for benchmark evaluation. + +### Context +- Record each page's triage decision and signals +- Used by benchmark to evaluate triage accuracy + +### Files to Modify +- `java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HybridDocumentProcessor.java` + +### Output Format +```json +{ + "document": "01030000000001.pdf", + "hybrid": "docling", + "triage": [ + { + "page": 1, + "decision": "JAVA", + "confidence": 0.95, + "signals": { + "lineChunkCount": 2, + "textChunkCount": 45, + "lineToTextRatio": 0.04, + "alignedLineGroups": 0, + "hasTableBorder": false + } + }, + { + "page": 2, + "decision": "BACKEND", + "confidence": 0.82, + "signals": { + "lineChunkCount": 28, + "textChunkCount": 32, + "lineToTextRatio": 0.875, + "alignedLineGroups": 4, + "hasTableBorder": true + } + } + ], + "summary": { + "totalPages": 10, + "javaPages": 8, + "hybridPages": 2 + } +} +``` + +### Success Criteria +- [ ] Triage results JSON serialization +- [ ] File output to prediction directory (`triage.json`) +- [ ] All pages recorded +- [ ] Summary statistics included + +### Test Method +```bash +java -jar ... --hybrid docling input.pdf -o output/ +cat output/triage.json | jq '.summary' +``` + +### Dependencies +- Task 8 (HybridDocumentProcessor) + +--- + +## Task 10: Triage Evaluator (Python) + +### Goal +Add Python evaluator for triage accuracy measurement. + +### Context +- Ground truth: `reference.json` table presence per page +- Prediction: `triage.json` decisions +- **Critical metric**: `triage_fn` (tables missed by triage) + +### Files to Create +- `tests/benchmark/src/evaluator_triage.py` + +### Files to Modify +- `tests/benchmark/run.py` (integrate triage evaluation) +- `tests/benchmark/thresholds.json` (add thresholds) + +### Implementation Details +```python +# evaluator_triage.py +from dataclasses import dataclass +from pathlib import Path +import json + +@dataclass +class TriageMetrics: + recall: float # Table pages correctly sent to hybrid + precision: float # Hybrid pages that actually had tables + fn_count: int # Tables missed (sent to JAVA) + fp_count: int # Non-table pages sent to hybrid + java_pages: int + hybrid_pages: int + +def get_pages_with_tables(reference_path: Path) -> dict[str, set[int]]: + """Extract page numbers with tables from ground truth.""" + ... + +def evaluate_triage( + reference_path: Path, + triage_path: Path +) -> TriageMetrics: + """Evaluate triage accuracy against ground truth.""" + # 1. Extract page-level table presence from reference.json + # 2. Compare with triage.json decisions + # 3. Calculate FN, FP, recall, precision + ... +``` + +### Thresholds Addition +```json +{ + "triage_recall": 0.95, + "triage_fn_max": 5 +} +``` + +### Success Criteria +- [ ] `evaluator_triage.py` created +- [ ] Page-level table extraction from ground truth +- [ ] Comparison with triage decisions +- [ ] `triage_recall`, `triage_fn` calculation +- [ ] Integration with `run.py` +- [ ] Thresholds added to `thresholds.json` + +### Test Method +```bash +# Run benchmark with docling hybrid +./scripts/bench.sh --hybrid docling + +# Or test evaluator directly +cd tests/benchmark +python -c " +from src.evaluator_triage import evaluate_triage +from pathlib import Path +result = evaluate_triage( + Path('ground-truth/reference.json'), + Path('prediction/opendataloader-hybrid-docling/triage.json') +) +print(result) +" +``` + +### Dependencies +- Task 9 (Triage Logging) + +--- + +## Task 11: Triage Analyzer Agent + +### Goal +Create Claude agent for analyzing triage accuracy and identifying improvement opportunities. + +### Files to Create +- `.claude/agents/triage-analyzer.md` + +### Agent Definition +```markdown +--- +name: triage-analyzer +description: Analyze triage accuracy, identify false negative cases, suggest threshold adjustments +tools: Read, Grep, Glob, Bash(python:*) +--- + +# Triage Analyzer + +Analyze triage results and identify improvement opportunities. + +## Capabilities +1. Compare triage.json with reference.json +2. List all FN cases (missed tables) +3. Analyze common patterns in FN cases +4. Suggest threshold adjustments +5. Generate tuning recommendations + +## Analysis Workflow +1. Load triage results and ground truth +2. Identify FN cases +3. For each FN, extract page signals +4. Find common signal patterns +5. Recommend threshold changes + +## Output Format +- FN case list with signals +- Pattern analysis +- Specific threshold adjustment recommendations +``` + +### Success Criteria +- [ ] Agent file created with proper frontmatter +- [ ] Clear capability description +- [ ] Workflow documented +- [ ] Can be invoked in Claude Code session + +### Test Method +```bash +# In Claude Code: +claude "Analyze triage results and find why FN is high" +# Expected: Agent is used to analyze and provide recommendations +``` + +### Dependencies +- Task 10 (Triage Evaluator) +- Task 2 (triage-criteria skill) + +--- + +## Execution Order + +``` +Phase -1: Pre-research +└── Task -1: Data Collection ─────────┐ + │ +Phase 0: Tool Setup (Skills) ▼ +├── Task 0: docling-api skill ────────┐ +├── Task 1: schema-mapping skill ─────┤ (parallel) +└── Task 2: triage-criteria skill ────┘ + │ +Phase 1: Infrastructure ▼ +├── Task 3: HybridConfig ─────────────┬──→ Task 4: CLI Options +│ │ +Phase 2: Core Components │ +├── Task 5: TriageProcessor ──────────┤ +├── Task 6: DoclingClient ────────────┤ (parallel) +└── Task 7: SchemaTransformer ────────┘ + │ +Phase 3: Integration ▼ +└── Task 8: HybridDocumentProcessor ──┬──→ Task 9: Triage Logging + │ +Phase 4: Evaluation ▼ +└── Task 10: Triage Evaluator ────────┬──→ Task 11: Triage Analyzer Agent +``` + +### Parallelizable Tasks +- Task 0, 1, 2 (skill setup - after Task -1) +- Task 5, 6, 7 (core components - after Task 3) + +### Sequential Dependencies +- Task 0, 1, 2 → Task -1 (needs research data) +- Task 4 → Task 3 +- Task 6 → Task 0 (needs API skill) +- Task 7 → Task 1 (needs mapping skill) +- Task 8 → Task 5, 6, 7 +- Task 9 → Task 8 +- Task 10 → Task 9 +- Task 11 → Task 10, Task 2 diff --git a/docs/hybrid/research/comparison-summary.md b/docs/hybrid/research/comparison-summary.md new file mode 100644 index 0000000..67ac55c --- /dev/null +++ b/docs/hybrid/research/comparison-summary.md @@ -0,0 +1,73 @@ +# Docling vs OpenDataLoader Output Comparison + +## Test Document +- File: `01030000000045.pdf` (1 page with table) + +## Element Count Comparison + +| Category | Docling | OpenDataLoader | +|----------|---------|----------------| +| Tables | 1 | 1 | +| Text elements | 5 | 4 paragraphs | +| Images | 0 | 1 | +| Headings | (N/A - uses labels) | 1 | + +## Text Element Labels (Docling) + +| Label | Count | +|-------|-------| +| caption | 1 | +| footnote | 1 | +| page_footer | 1 | +| page_header | 1 | +| text | 1 | + +## Table Structure Comparison + +| Property | Docling | OpenDataLoader | +|----------|---------|----------------| +| Rows | 9 | 3 | +| Columns | 3 | 3 | +| Total cells | 26 | 9 | + +**Note**: Docling detects more rows in the table structure. This may be due to: +- Different table detection algorithms +- OpenDataLoader may have merged some rows +- Different handling of header rows + +## Bounding Box Comparison (Table) + +| System | l/left | t/top | r/right | b/bottom | Origin | +|--------|--------|-------|---------|----------|--------| +| Docling | 53.22 | 439.98 | 373.94 | 234.74 | BOTTOMLEFT | +| OpenDataLoader | 54.0 | 234.44 | 372.73 | 440.21 | BOTTOMLEFT | + +**Coordinate mapping**: Both use BOTTOMLEFT origin. +- Docling: `{l, t, r, b}` where t=top, b=bottom +- OpenDataLoader: `[left, bottom, right, top]` + +So the actual coordinates match closely: +- Left: 53.22 ≈ 54.0 +- Bottom: 234.74 ≈ 234.44 +- Right: 373.94 ≈ 372.73 +- Top: 439.98 ≈ 440.21 + +## Schema Mapping Summary + +| Docling Type | OpenDataLoader Type | +|--------------|---------------------| +| texts (label: text) | paragraph | +| texts (label: section_header) | heading | +| tables | table | +| pictures | image | +| texts (label: page_header) | paragraph 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String or list of strings. Allowed values: docx, pptx, html, image, pdf, asciidoc, md, csv, xlsx, xml_uspto, xml_jats, mets_gbs, json_docling, audio, vtt. Optional, defaults to all formats.","default":["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"],"examples":[["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"]]},"convert_image_export_mode":{"$ref":"#/components/schemas/ImageRefMode","description":"Image export mode for the document (in case of JSON, Markdown or HTML). Allowed values: placeholder, embedded, referenced. Optional, defaults to Embedded.","default":"embedded","examples":["embedded"]},"convert_do_ocr":{"type":"boolean","title":"Convert Do Ocr","description":"If enabled, the bitmap content will be processed using OCR. Boolean. Optional, defaults to true","default":true},"convert_force_ocr":{"type":"boolean","title":"Convert Force Ocr","description":"If enabled, replace existing text with OCR-generated text over content. Boolean. Optional, defaults to false.","default":false},"convert_ocr_engine":{"$ref":"#/components/schemas/ocr_engines_enum","description":"The OCR engine to use. String. Allowed values: auto, easyocr, ocrmac, rapidocr, tesserocr, tesseract. Optional, defaults to easyocr.","default":"easyocr","examples":["easyocr"]},"convert_ocr_lang":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Convert Ocr Lang","description":"List of languages used by the OCR engine. Note that each OCR engine has different values for the language names. String or list of strings. Optional, defaults to empty.","examples":[["fr","de","es","en"]]},"convert_pdf_backend":{"$ref":"#/components/schemas/PdfBackend","description":"The PDF backend to use. String. Allowed values: pypdfium2, dlparse_v1, dlparse_v2, dlparse_v4. Optional, defaults to dlparse_v4.","default":"dlparse_v4","examples":["dlparse_v4"]},"convert_table_mode":{"$ref":"#/components/schemas/TableFormerMode","description":"Mode to use for table structure, String. Allowed values: fast, accurate. Optional, defaults to accurate.","default":"accurate","examples":["accurate"]},"convert_table_cell_matching":{"type":"boolean","title":"Convert Table Cell Matching","description":"If true, matches table cells predictions back to PDF cells. Can break table output if PDF cells are merged across table columns. If false, let table structure model define the text cells, ignore PDF cells.","default":true,"examples":[true]},"convert_pipeline":{"$ref":"#/components/schemas/ProcessingPipeline","description":"Choose the pipeline to process PDF or image files.","default":"standard"},"convert_page_range":{"prefixItems":[{"type":"integer"},{"type":"integer"}],"type":"array","maxItems":2,"minItems":2,"title":"Convert Page Range","description":"Only convert a range of pages. The page number starts at 1.","default":[1,9223372036854775807],"examples":[[1,9223372036854775807],[1,4]]},"convert_document_timeout":{"type":"number","title":"Convert Document Timeout","description":"The timeout for processing each document, in seconds.","default":604800.0},"convert_abort_on_error":{"type":"boolean","title":"Convert Abort On Error","description":"Abort on error if enabled. Boolean. Optional, defaults to false.","default":false},"convert_do_table_structure":{"type":"boolean","title":"Convert Do Table Structure","description":"If enabled, the table structure will be extracted. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"convert_include_images":{"type":"boolean","title":"Convert Include Images","description":"If enabled, images will be extracted from the document. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"convert_images_scale":{"type":"number","title":"Convert Images Scale","description":"Scale factor for images. Float. Optional, defaults to 2.0.","default":2.0,"examples":[2.0]},"convert_md_page_break_placeholder":{"type":"string","title":"Convert Md Page Break Placeholder","description":"Add this placeholder between pages in the markdown output.","default":"","examples":["",""]},"convert_do_code_enrichment":{"type":"boolean","title":"Convert Do Code Enrichment","description":"If enabled, perform OCR code enrichment. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_do_formula_enrichment":{"type":"boolean","title":"Convert Do Formula Enrichment","description":"If enabled, perform formula OCR, return LaTeX code. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_do_picture_classification":{"type":"boolean","title":"Convert Do Picture Classification","description":"If enabled, classify pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_do_picture_description":{"type":"boolean","title":"Convert Do Picture Description","description":"If enabled, describe pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_picture_description_area_threshold":{"type":"number","title":"Convert Picture Description Area Threshold","description":"Minimum percentage of the area for a picture to be processed with the models.","default":0.05,"examples":[0.05]},"convert_picture_description_local":{"type":"string","title":"Convert Picture Description Local","description":"Options for running a local vision-language model in the picture description. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with picture_description_api.","examples":["{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}","{\"repo_id\": \"HuggingFaceTB/SmolVLM-256M-Instruct\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}"]},"convert_picture_description_api":{"type":"string","title":"Convert Picture Description Api","description":"API details for using a vision-language model in the picture description. This parameter is mutually exclusive with picture_description_local.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}","{\"url\": \"http://localhost:11434/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}"]},"convert_vlm_pipeline_model":{"anyOf":[{"$ref":"#/components/schemas/VlmModelType"},{"type":"null"}],"description":"Preset of local and API models for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model_api. Use the other options for more parameters.","examples":["granite_docling"]},"convert_vlm_pipeline_model_local":{"type":"string","title":"Convert Vlm Pipeline Model Local","description":"Options for running a local vision-language model for the vlm pipeline. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with vlm_pipeline_model_api and vlm_pipeline_model.","examples":["{\"repo_id\": \"ibm-granite/granite-docling-258M\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-imagetexttotext\", \"extra_generation_config\": {\"skip_special_tokens\": false}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-docling-258M-mlx\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"mlx\", \"transformers_model_type\": \"automodel\", \"extra_generation_config\": {}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Convert this page to markdown. Do not miss any text and only output the bare markdown!\", \"scale\": 2.0, \"response_format\": \"markdown\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-vision2seq\", \"extra_generation_config\": {}, \"temperature\": 0.0}"]},"convert_vlm_pipeline_model_api":{"type":"string","title":"Convert Vlm Pipeline Model Api","description":"API details for using a vision-language model for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"ibm-granite/granite-docling-258M-mlx\"}, \"timeout\": 60.0, \"concurrency\": 1, \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"temperature\": 0.0}"]},"chunking_use_markdown_tables":{"type":"boolean","title":"Chunking Use Markdown Tables","description":"Use markdown table format instead of triplets for table serialization.","default":false},"chunking_include_raw_text":{"type":"boolean","title":"Chunking Include Raw Text","description":"Include both raw_text and text (contextualized) in response. If False, only text is included.","default":false},"chunking_max_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Chunking Max Tokens","description":"Maximum number of tokens per chunk. When left to none, the value is automatically extracted from the tokenizer."},"chunking_tokenizer":{"type":"string","title":"Chunking Tokenizer","description":"HuggingFace model name for custom tokenization. If not specified, uses 'sentence-transformers/all-MiniLM-L6-v2' as default.","default":"sentence-transformers/all-MiniLM-L6-v2","examples":["Qwen/Qwen3-Embedding-0.6B","sentence-transformers/all-MiniLM-L6-v2"]},"chunking_merge_peers":{"type":"boolean","title":"Chunking Merge Peers","description":"Merge undersized successive chunks with same headings.","default":true}},"type":"object","required":["files"],"title":"Body_Chunk_files_with_HierarchicalChunker_v1_chunk_hierarchical_file_post"},"Body_Chunk_files_with_HybridChunker_as_async_task_v1_chunk_hybrid_file_async_post":{"properties":{"files":{"items":{"type":"string","format":"binary"},"type":"array","title":"Files"},"include_converted_doc":{"type":"boolean","title":"Include Converted Doc","description":"If true, the output will include both the chunks and the converted document.","default":false},"target_type":{"$ref":"#/components/schemas/TargetName","description":"Specification for the type of output target.","default":"inbody"},"convert_from_formats":{"items":{"$ref":"#/components/schemas/InputFormat"},"type":"array","title":"Convert From Formats","description":"Input format(s) to convert from. String or list of strings. Allowed values: docx, pptx, html, image, pdf, asciidoc, md, csv, xlsx, xml_uspto, xml_jats, mets_gbs, json_docling, audio, vtt. Optional, defaults to all formats.","default":["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"],"examples":[["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"]]},"convert_image_export_mode":{"$ref":"#/components/schemas/ImageRefMode","description":"Image export mode for the document (in case of JSON, Markdown or HTML). Allowed values: placeholder, embedded, referenced. Optional, defaults to Embedded.","default":"embedded","examples":["embedded"]},"convert_do_ocr":{"type":"boolean","title":"Convert Do Ocr","description":"If enabled, the bitmap content will be processed using OCR. Boolean. Optional, defaults to true","default":true},"convert_force_ocr":{"type":"boolean","title":"Convert Force Ocr","description":"If enabled, replace existing text with OCR-generated text over content. Boolean. Optional, defaults to false.","default":false},"convert_ocr_engine":{"$ref":"#/components/schemas/ocr_engines_enum","description":"The OCR engine to use. String. Allowed values: auto, easyocr, ocrmac, rapidocr, tesserocr, tesseract. Optional, defaults to easyocr.","default":"easyocr","examples":["easyocr"]},"convert_ocr_lang":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Convert Ocr Lang","description":"List of languages used by the OCR engine. Note that each OCR engine has different values for the language names. String or list of strings. Optional, defaults to empty.","examples":[["fr","de","es","en"]]},"convert_pdf_backend":{"$ref":"#/components/schemas/PdfBackend","description":"The PDF backend to use. String. Allowed values: pypdfium2, dlparse_v1, dlparse_v2, dlparse_v4. Optional, defaults to dlparse_v4.","default":"dlparse_v4","examples":["dlparse_v4"]},"convert_table_mode":{"$ref":"#/components/schemas/TableFormerMode","description":"Mode to use for table structure, String. Allowed values: fast, accurate. Optional, defaults to accurate.","default":"accurate","examples":["accurate"]},"convert_table_cell_matching":{"type":"boolean","title":"Convert Table Cell Matching","description":"If true, matches table cells predictions back to PDF cells. Can break table output if PDF cells are merged across table columns. If false, let table structure model define the text cells, ignore PDF cells.","default":true,"examples":[true]},"convert_pipeline":{"$ref":"#/components/schemas/ProcessingPipeline","description":"Choose the pipeline to process PDF or image files.","default":"standard"},"convert_page_range":{"prefixItems":[{"type":"integer"},{"type":"integer"}],"type":"array","maxItems":2,"minItems":2,"title":"Convert Page Range","description":"Only convert a range of pages. The page number starts at 1.","default":[1,9223372036854775807],"examples":[[1,9223372036854775807],[1,4]]},"convert_document_timeout":{"type":"number","title":"Convert Document Timeout","description":"The timeout for processing each document, in seconds.","default":604800.0},"convert_abort_on_error":{"type":"boolean","title":"Convert Abort On Error","description":"Abort on error if enabled. Boolean. Optional, defaults to false.","default":false},"convert_do_table_structure":{"type":"boolean","title":"Convert Do Table Structure","description":"If enabled, the table structure will be extracted. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"convert_include_images":{"type":"boolean","title":"Convert Include Images","description":"If enabled, images will be extracted from the document. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"convert_images_scale":{"type":"number","title":"Convert Images Scale","description":"Scale factor for images. Float. Optional, defaults to 2.0.","default":2.0,"examples":[2.0]},"convert_md_page_break_placeholder":{"type":"string","title":"Convert Md Page Break Placeholder","description":"Add this placeholder between pages in the markdown output.","default":"","examples":["",""]},"convert_do_code_enrichment":{"type":"boolean","title":"Convert Do Code Enrichment","description":"If enabled, perform OCR code enrichment. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_do_formula_enrichment":{"type":"boolean","title":"Convert Do Formula Enrichment","description":"If enabled, perform formula OCR, return LaTeX code. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_do_picture_classification":{"type":"boolean","title":"Convert Do Picture Classification","description":"If enabled, classify pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_do_picture_description":{"type":"boolean","title":"Convert Do Picture Description","description":"If enabled, describe pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_picture_description_area_threshold":{"type":"number","title":"Convert Picture Description Area Threshold","description":"Minimum percentage of the area for a picture to be processed with the models.","default":0.05,"examples":[0.05]},"convert_picture_description_local":{"type":"string","title":"Convert Picture Description Local","description":"Options for running a local vision-language model in the picture description. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with picture_description_api.","examples":["{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}","{\"repo_id\": \"HuggingFaceTB/SmolVLM-256M-Instruct\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}"]},"convert_picture_description_api":{"type":"string","title":"Convert Picture Description Api","description":"API details for using a vision-language model in the picture description. This parameter is mutually exclusive with picture_description_local.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}","{\"url\": \"http://localhost:11434/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}"]},"convert_vlm_pipeline_model":{"anyOf":[{"$ref":"#/components/schemas/VlmModelType"},{"type":"null"}],"description":"Preset of local and API models for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model_api. Use the other options for more parameters.","examples":["granite_docling"]},"convert_vlm_pipeline_model_local":{"type":"string","title":"Convert Vlm Pipeline Model Local","description":"Options for running a local vision-language model for the vlm pipeline. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with vlm_pipeline_model_api and vlm_pipeline_model.","examples":["{\"repo_id\": \"ibm-granite/granite-docling-258M\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-imagetexttotext\", \"extra_generation_config\": {\"skip_special_tokens\": false}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-docling-258M-mlx\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"mlx\", \"transformers_model_type\": \"automodel\", \"extra_generation_config\": {}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Convert this page to markdown. Do not miss any text and only output the bare markdown!\", \"scale\": 2.0, \"response_format\": \"markdown\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-vision2seq\", \"extra_generation_config\": {}, \"temperature\": 0.0}"]},"convert_vlm_pipeline_model_api":{"type":"string","title":"Convert Vlm Pipeline Model Api","description":"API details for using a vision-language model for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"ibm-granite/granite-docling-258M-mlx\"}, \"timeout\": 60.0, \"concurrency\": 1, \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"temperature\": 0.0}"]},"chunking_use_markdown_tables":{"type":"boolean","title":"Chunking Use Markdown Tables","description":"Use markdown table format instead of triplets for table serialization.","default":false},"chunking_include_raw_text":{"type":"boolean","title":"Chunking Include Raw Text","description":"Include both raw_text and text (contextualized) in response. If False, only text is included.","default":false},"chunking_max_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Chunking Max Tokens","description":"Maximum number of tokens per chunk. When left to none, the value is automatically extracted from the tokenizer."},"chunking_tokenizer":{"type":"string","title":"Chunking Tokenizer","description":"HuggingFace model name for custom tokenization. If not specified, uses 'sentence-transformers/all-MiniLM-L6-v2' as default.","default":"sentence-transformers/all-MiniLM-L6-v2","examples":["Qwen/Qwen3-Embedding-0.6B","sentence-transformers/all-MiniLM-L6-v2"]},"chunking_merge_peers":{"type":"boolean","title":"Chunking Merge Peers","description":"Merge undersized successive chunks with same headings.","default":true}},"type":"object","required":["files"],"title":"Body_Chunk_files_with_HybridChunker_as_async_task_v1_chunk_hybrid_file_async_post"},"Body_Chunk_files_with_HybridChunker_v1_chunk_hybrid_file_post":{"properties":{"files":{"items":{"type":"string","format":"binary"},"type":"array","title":"Files"},"include_converted_doc":{"type":"boolean","title":"Include Converted Doc","description":"If true, the output will include both the chunks and the converted document.","default":false},"target_type":{"$ref":"#/components/schemas/TargetName","description":"Specification for the type of output target.","default":"inbody"},"convert_from_formats":{"items":{"$ref":"#/components/schemas/InputFormat"},"type":"array","title":"Convert From Formats","description":"Input format(s) to convert from. String or list of strings. Allowed values: docx, pptx, html, image, pdf, asciidoc, md, csv, xlsx, xml_uspto, xml_jats, mets_gbs, json_docling, audio, vtt. Optional, defaults to all formats.","default":["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"],"examples":[["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"]]},"convert_image_export_mode":{"$ref":"#/components/schemas/ImageRefMode","description":"Image export mode for the document (in case of JSON, Markdown or HTML). Allowed values: placeholder, embedded, referenced. Optional, defaults to Embedded.","default":"embedded","examples":["embedded"]},"convert_do_ocr":{"type":"boolean","title":"Convert Do Ocr","description":"If enabled, the bitmap content will be processed using OCR. Boolean. Optional, defaults to true","default":true},"convert_force_ocr":{"type":"boolean","title":"Convert Force Ocr","description":"If enabled, replace existing text with OCR-generated text over content. Boolean. Optional, defaults to false.","default":false},"convert_ocr_engine":{"$ref":"#/components/schemas/ocr_engines_enum","description":"The OCR engine to use. String. Allowed values: auto, easyocr, ocrmac, rapidocr, tesserocr, tesseract. Optional, defaults to easyocr.","default":"easyocr","examples":["easyocr"]},"convert_ocr_lang":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Convert Ocr Lang","description":"List of languages used by the OCR engine. Note that each OCR engine has different values for the language names. String or list of strings. Optional, defaults to empty.","examples":[["fr","de","es","en"]]},"convert_pdf_backend":{"$ref":"#/components/schemas/PdfBackend","description":"The PDF backend to use. String. Allowed values: pypdfium2, dlparse_v1, dlparse_v2, dlparse_v4. Optional, defaults to dlparse_v4.","default":"dlparse_v4","examples":["dlparse_v4"]},"convert_table_mode":{"$ref":"#/components/schemas/TableFormerMode","description":"Mode to use for table structure, String. Allowed values: fast, accurate. Optional, defaults to accurate.","default":"accurate","examples":["accurate"]},"convert_table_cell_matching":{"type":"boolean","title":"Convert Table Cell Matching","description":"If true, matches table cells predictions back to PDF cells. Can break table output if PDF cells are merged across table columns. If false, let table structure model define the text cells, ignore PDF cells.","default":true,"examples":[true]},"convert_pipeline":{"$ref":"#/components/schemas/ProcessingPipeline","description":"Choose the pipeline to process PDF or image files.","default":"standard"},"convert_page_range":{"prefixItems":[{"type":"integer"},{"type":"integer"}],"type":"array","maxItems":2,"minItems":2,"title":"Convert Page Range","description":"Only convert a range of pages. The page number starts at 1.","default":[1,9223372036854775807],"examples":[[1,9223372036854775807],[1,4]]},"convert_document_timeout":{"type":"number","title":"Convert Document Timeout","description":"The timeout for processing each document, in seconds.","default":604800.0},"convert_abort_on_error":{"type":"boolean","title":"Convert Abort On Error","description":"Abort on error if enabled. Boolean. Optional, defaults to false.","default":false},"convert_do_table_structure":{"type":"boolean","title":"Convert Do Table Structure","description":"If enabled, the table structure will be extracted. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"convert_include_images":{"type":"boolean","title":"Convert Include Images","description":"If enabled, images will be extracted from the document. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"convert_images_scale":{"type":"number","title":"Convert Images Scale","description":"Scale factor for images. Float. Optional, defaults to 2.0.","default":2.0,"examples":[2.0]},"convert_md_page_break_placeholder":{"type":"string","title":"Convert Md Page Break Placeholder","description":"Add this placeholder between pages in the markdown output.","default":"","examples":["",""]},"convert_do_code_enrichment":{"type":"boolean","title":"Convert Do Code Enrichment","description":"If enabled, perform OCR code enrichment. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_do_formula_enrichment":{"type":"boolean","title":"Convert Do Formula Enrichment","description":"If enabled, perform formula OCR, return LaTeX code. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_do_picture_classification":{"type":"boolean","title":"Convert Do Picture Classification","description":"If enabled, classify pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_do_picture_description":{"type":"boolean","title":"Convert Do Picture Description","description":"If enabled, describe pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"convert_picture_description_area_threshold":{"type":"number","title":"Convert Picture Description Area Threshold","description":"Minimum percentage of the area for a picture to be processed with the models.","default":0.05,"examples":[0.05]},"convert_picture_description_local":{"type":"string","title":"Convert Picture Description Local","description":"Options for running a local vision-language model in the picture description. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with picture_description_api.","examples":["{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}","{\"repo_id\": \"HuggingFaceTB/SmolVLM-256M-Instruct\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}"]},"convert_picture_description_api":{"type":"string","title":"Convert Picture Description Api","description":"API details for using a vision-language model in the picture description. This parameter is mutually exclusive with picture_description_local.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}","{\"url\": \"http://localhost:11434/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}"]},"convert_vlm_pipeline_model":{"anyOf":[{"$ref":"#/components/schemas/VlmModelType"},{"type":"null"}],"description":"Preset of local and API models for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model_api. Use the other options for more parameters.","examples":["granite_docling"]},"convert_vlm_pipeline_model_local":{"type":"string","title":"Convert Vlm Pipeline Model Local","description":"Options for running a local vision-language model for the vlm pipeline. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with vlm_pipeline_model_api and vlm_pipeline_model.","examples":["{\"repo_id\": \"ibm-granite/granite-docling-258M\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-imagetexttotext\", \"extra_generation_config\": {\"skip_special_tokens\": false}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-docling-258M-mlx\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"mlx\", \"transformers_model_type\": \"automodel\", \"extra_generation_config\": {}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Convert this page to markdown. Do not miss any text and only output the bare markdown!\", \"scale\": 2.0, \"response_format\": \"markdown\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-vision2seq\", \"extra_generation_config\": {}, \"temperature\": 0.0}"]},"convert_vlm_pipeline_model_api":{"type":"string","title":"Convert Vlm Pipeline Model Api","description":"API details for using a vision-language model for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"ibm-granite/granite-docling-258M-mlx\"}, \"timeout\": 60.0, \"concurrency\": 1, \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"temperature\": 0.0}"]},"chunking_use_markdown_tables":{"type":"boolean","title":"Chunking Use Markdown Tables","description":"Use markdown table format instead of triplets for table serialization.","default":false},"chunking_include_raw_text":{"type":"boolean","title":"Chunking Include Raw Text","description":"Include both raw_text and text (contextualized) in response. If False, only text is included.","default":false},"chunking_max_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Chunking Max Tokens","description":"Maximum number of tokens per chunk. When left to none, the value is automatically extracted from the tokenizer."},"chunking_tokenizer":{"type":"string","title":"Chunking Tokenizer","description":"HuggingFace model name for custom tokenization. If not specified, uses 'sentence-transformers/all-MiniLM-L6-v2' as default.","default":"sentence-transformers/all-MiniLM-L6-v2","examples":["Qwen/Qwen3-Embedding-0.6B","sentence-transformers/all-MiniLM-L6-v2"]},"chunking_merge_peers":{"type":"boolean","title":"Chunking Merge Peers","description":"Merge undersized successive chunks with same headings.","default":true}},"type":"object","required":["files"],"title":"Body_Chunk_files_with_HybridChunker_v1_chunk_hybrid_file_post"},"Body_process_file_async_v1_convert_file_async_post":{"properties":{"files":{"items":{"type":"string","format":"binary"},"type":"array","title":"Files"},"target_type":{"$ref":"#/components/schemas/TargetName","default":"inbody"},"from_formats":{"items":{"$ref":"#/components/schemas/InputFormat"},"type":"array","title":"From Formats","description":"Input format(s) to convert from. String or list of strings. Allowed values: docx, pptx, html, image, pdf, asciidoc, md, csv, xlsx, xml_uspto, xml_jats, mets_gbs, json_docling, audio, vtt. Optional, defaults to all formats.","default":["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"],"examples":[["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"]]},"to_formats":{"items":{"$ref":"#/components/schemas/OutputFormat"},"type":"array","title":"To Formats","description":"Output format(s) to convert to. String or list of strings. Allowed values: md, json, html, html_split_page, text, doctags. Optional, defaults to Markdown.","default":["md"],"examples":[["md"],["md","json"],["md","json","html","html_split_page","text","doctags"]]},"image_export_mode":{"$ref":"#/components/schemas/ImageRefMode","description":"Image export mode for the document (in case of JSON, Markdown or HTML). Allowed values: placeholder, embedded, referenced. Optional, defaults to Embedded.","default":"embedded","examples":["embedded"]},"do_ocr":{"type":"boolean","title":"Do Ocr","description":"If enabled, the bitmap content will be processed using OCR. Boolean. Optional, defaults to true","default":true},"force_ocr":{"type":"boolean","title":"Force Ocr","description":"If enabled, replace existing text with OCR-generated text over content. Boolean. Optional, defaults to false.","default":false},"ocr_engine":{"$ref":"#/components/schemas/ocr_engines_enum","description":"The OCR engine to use. String. Allowed values: auto, easyocr, ocrmac, rapidocr, tesserocr, tesseract. Optional, defaults to easyocr.","default":"easyocr","examples":["easyocr"]},"ocr_lang":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Ocr Lang","description":"List of languages used by the OCR engine. Note that each OCR engine has different values for the language names. String or list of strings. Optional, defaults to empty.","examples":[["fr","de","es","en"]]},"pdf_backend":{"$ref":"#/components/schemas/PdfBackend","description":"The PDF backend to use. String. Allowed values: pypdfium2, dlparse_v1, dlparse_v2, dlparse_v4. Optional, defaults to dlparse_v4.","default":"dlparse_v4","examples":["dlparse_v4"]},"table_mode":{"$ref":"#/components/schemas/TableFormerMode","description":"Mode to use for table structure, String. Allowed values: fast, accurate. Optional, defaults to accurate.","default":"accurate","examples":["accurate"]},"table_cell_matching":{"type":"boolean","title":"Table Cell Matching","description":"If true, matches table cells predictions back to PDF cells. Can break table output if PDF cells are merged across table columns. If false, let table structure model define the text cells, ignore PDF cells.","default":true,"examples":[true]},"pipeline":{"$ref":"#/components/schemas/ProcessingPipeline","description":"Choose the pipeline to process PDF or image files.","default":"standard"},"page_range":{"prefixItems":[{"type":"integer"},{"type":"integer"}],"type":"array","maxItems":2,"minItems":2,"title":"Page Range","description":"Only convert a range of pages. The page number starts at 1.","default":[1,9223372036854775807],"examples":[[1,9223372036854775807],[1,4]]},"document_timeout":{"type":"number","title":"Document Timeout","description":"The timeout for processing each document, in seconds.","default":604800.0},"abort_on_error":{"type":"boolean","title":"Abort On Error","description":"Abort on error if enabled. Boolean. Optional, defaults to false.","default":false},"do_table_structure":{"type":"boolean","title":"Do Table Structure","description":"If enabled, the table structure will be extracted. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"include_images":{"type":"boolean","title":"Include Images","description":"If enabled, images will be extracted from the document. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"images_scale":{"type":"number","title":"Images Scale","description":"Scale factor for images. Float. Optional, defaults to 2.0.","default":2.0,"examples":[2.0]},"md_page_break_placeholder":{"type":"string","title":"Md Page Break Placeholder","description":"Add this placeholder between pages in the markdown output.","default":"","examples":["",""]},"do_code_enrichment":{"type":"boolean","title":"Do Code Enrichment","description":"If enabled, perform OCR code enrichment. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"do_formula_enrichment":{"type":"boolean","title":"Do Formula Enrichment","description":"If enabled, perform formula OCR, return LaTeX code. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"do_picture_classification":{"type":"boolean","title":"Do Picture Classification","description":"If enabled, classify pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"do_picture_description":{"type":"boolean","title":"Do Picture Description","description":"If enabled, describe pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"picture_description_area_threshold":{"type":"number","title":"Picture Description Area Threshold","description":"Minimum percentage of the area for a picture to be processed with the models.","default":0.05,"examples":[0.05]},"picture_description_local":{"type":"string","title":"Picture Description Local","description":"Options for running a local vision-language model in the picture description. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with picture_description_api.","examples":["{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}","{\"repo_id\": \"HuggingFaceTB/SmolVLM-256M-Instruct\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}"]},"picture_description_api":{"type":"string","title":"Picture Description Api","description":"API details for using a vision-language model in the picture description. This parameter is mutually exclusive with picture_description_local.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}","{\"url\": \"http://localhost:11434/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}"]},"vlm_pipeline_model":{"anyOf":[{"$ref":"#/components/schemas/VlmModelType"},{"type":"null"}],"description":"Preset of local and API models for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model_api. Use the other options for more parameters.","examples":["granite_docling"]},"vlm_pipeline_model_local":{"type":"string","title":"Vlm Pipeline Model Local","description":"Options for running a local vision-language model for the vlm pipeline. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with vlm_pipeline_model_api and vlm_pipeline_model.","examples":["{\"repo_id\": \"ibm-granite/granite-docling-258M\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-imagetexttotext\", \"extra_generation_config\": {\"skip_special_tokens\": false}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-docling-258M-mlx\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"mlx\", \"transformers_model_type\": \"automodel\", \"extra_generation_config\": {}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Convert this page to markdown. Do not miss any text and only output the bare markdown!\", \"scale\": 2.0, \"response_format\": \"markdown\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-vision2seq\", \"extra_generation_config\": {}, \"temperature\": 0.0}"]},"vlm_pipeline_model_api":{"type":"string","title":"Vlm Pipeline Model Api","description":"API details for using a vision-language model for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"ibm-granite/granite-docling-258M-mlx\"}, \"timeout\": 60.0, \"concurrency\": 1, \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"temperature\": 0.0}"]}},"type":"object","required":["files"],"title":"Body_process_file_async_v1_convert_file_async_post"},"Body_process_file_v1_convert_file_post":{"properties":{"files":{"items":{"type":"string","format":"binary"},"type":"array","title":"Files"},"target_type":{"$ref":"#/components/schemas/TargetName","default":"inbody"},"from_formats":{"items":{"$ref":"#/components/schemas/InputFormat"},"type":"array","title":"From Formats","description":"Input format(s) to convert from. String or list of strings. Allowed values: docx, pptx, html, image, pdf, asciidoc, md, csv, xlsx, xml_uspto, xml_jats, mets_gbs, json_docling, audio, vtt. Optional, defaults to all formats.","default":["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"],"examples":[["docx","pptx","html","image","pdf","asciidoc","md","csv","xlsx","xml_uspto","xml_jats","mets_gbs","json_docling","audio","vtt"]]},"to_formats":{"items":{"$ref":"#/components/schemas/OutputFormat"},"type":"array","title":"To Formats","description":"Output format(s) to convert to. String or list of strings. Allowed values: md, json, html, html_split_page, text, doctags. Optional, defaults to Markdown.","default":["md"],"examples":[["md"],["md","json"],["md","json","html","html_split_page","text","doctags"]]},"image_export_mode":{"$ref":"#/components/schemas/ImageRefMode","description":"Image export mode for the document (in case of JSON, Markdown or HTML). Allowed values: placeholder, embedded, referenced. Optional, defaults to Embedded.","default":"embedded","examples":["embedded"]},"do_ocr":{"type":"boolean","title":"Do Ocr","description":"If enabled, the bitmap content will be processed using OCR. Boolean. Optional, defaults to true","default":true},"force_ocr":{"type":"boolean","title":"Force Ocr","description":"If enabled, replace existing text with OCR-generated text over content. Boolean. Optional, defaults to false.","default":false},"ocr_engine":{"$ref":"#/components/schemas/ocr_engines_enum","description":"The OCR engine to use. String. Allowed values: auto, easyocr, ocrmac, rapidocr, tesserocr, tesseract. Optional, defaults to easyocr.","default":"easyocr","examples":["easyocr"]},"ocr_lang":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Ocr Lang","description":"List of languages used by the OCR engine. Note that each OCR engine has different values for the language names. String or list of strings. Optional, defaults to empty.","examples":[["fr","de","es","en"]]},"pdf_backend":{"$ref":"#/components/schemas/PdfBackend","description":"The PDF backend to use. String. Allowed values: pypdfium2, dlparse_v1, dlparse_v2, dlparse_v4. Optional, defaults to dlparse_v4.","default":"dlparse_v4","examples":["dlparse_v4"]},"table_mode":{"$ref":"#/components/schemas/TableFormerMode","description":"Mode to use for table structure, String. Allowed values: fast, accurate. Optional, defaults to accurate.","default":"accurate","examples":["accurate"]},"table_cell_matching":{"type":"boolean","title":"Table Cell Matching","description":"If true, matches table cells predictions back to PDF cells. Can break table output if PDF cells are merged across table columns. If false, let table structure model define the text cells, ignore PDF cells.","default":true,"examples":[true]},"pipeline":{"$ref":"#/components/schemas/ProcessingPipeline","description":"Choose the pipeline to process PDF or image files.","default":"standard"},"page_range":{"prefixItems":[{"type":"integer"},{"type":"integer"}],"type":"array","maxItems":2,"minItems":2,"title":"Page Range","description":"Only convert a range of pages. The page number starts at 1.","default":[1,9223372036854775807],"examples":[[1,9223372036854775807],[1,4]]},"document_timeout":{"type":"number","title":"Document Timeout","description":"The timeout for processing each document, in seconds.","default":604800.0},"abort_on_error":{"type":"boolean","title":"Abort On Error","description":"Abort on error if enabled. Boolean. Optional, defaults to false.","default":false},"do_table_structure":{"type":"boolean","title":"Do Table Structure","description":"If enabled, the table structure will be extracted. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"include_images":{"type":"boolean","title":"Include Images","description":"If enabled, images will be extracted from the document. Boolean. Optional, defaults to true.","default":true,"examples":[true]},"images_scale":{"type":"number","title":"Images Scale","description":"Scale factor for images. Float. Optional, defaults to 2.0.","default":2.0,"examples":[2.0]},"md_page_break_placeholder":{"type":"string","title":"Md Page Break Placeholder","description":"Add this placeholder between pages in the markdown output.","default":"","examples":["",""]},"do_code_enrichment":{"type":"boolean","title":"Do Code Enrichment","description":"If enabled, perform OCR code enrichment. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"do_formula_enrichment":{"type":"boolean","title":"Do Formula Enrichment","description":"If enabled, perform formula OCR, return LaTeX code. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"do_picture_classification":{"type":"boolean","title":"Do Picture Classification","description":"If enabled, classify pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"do_picture_description":{"type":"boolean","title":"Do Picture Description","description":"If enabled, describe pictures in documents. Boolean. Optional, defaults to false.","default":false,"examples":[false]},"picture_description_area_threshold":{"type":"number","title":"Picture Description Area Threshold","description":"Minimum percentage of the area for a picture to be processed with the models.","default":0.05,"examples":[0.05]},"picture_description_local":{"type":"string","title":"Picture Description Local","description":"Options for running a local vision-language model in the picture description. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with picture_description_api.","examples":["{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}","{\"repo_id\": \"HuggingFaceTB/SmolVLM-256M-Instruct\", \"prompt\": \"Describe this image in a few sentences.\", \"generation_config\": {\"max_new_tokens\": 200, \"do_sample\": false}}"]},"picture_description_api":{"type":"string","title":"Picture Description Api","description":"API details for using a vision-language model in the picture description. This parameter is mutually exclusive with picture_description_local.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}","{\"url\": \"http://localhost:11434/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"granite3.2-vision:2b\"}, \"timeout\": 20.0, \"concurrency\": 1, \"prompt\": \"Describe this image in a few sentences.\"}"]},"vlm_pipeline_model":{"anyOf":[{"$ref":"#/components/schemas/VlmModelType"},{"type":"null"}],"description":"Preset of local and API models for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model_api. Use the other options for more parameters.","examples":["granite_docling"]},"vlm_pipeline_model_local":{"type":"string","title":"Vlm Pipeline Model Local","description":"Options for running a local vision-language model for the vlm pipeline. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with vlm_pipeline_model_api and vlm_pipeline_model.","examples":["{\"repo_id\": \"ibm-granite/granite-docling-258M\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-imagetexttotext\", \"extra_generation_config\": {\"skip_special_tokens\": false}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-docling-258M-mlx\", \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"inference_framework\": \"mlx\", \"transformers_model_type\": \"automodel\", \"extra_generation_config\": {}, \"temperature\": 0.0}","{\"repo_id\": \"ibm-granite/granite-vision-3.2-2b\", \"prompt\": \"Convert this page to markdown. Do not miss any text and only output the bare markdown!\", \"scale\": 2.0, \"response_format\": \"markdown\", \"inference_framework\": \"transformers\", \"transformers_model_type\": \"automodel-vision2seq\", \"extra_generation_config\": {}, \"temperature\": 0.0}"]},"vlm_pipeline_model_api":{"type":"string","title":"Vlm Pipeline Model Api","description":"API details for using a vision-language model for the vlm pipeline. This parameter is mutually exclusive with vlm_pipeline_model_local and vlm_pipeline_model.","examples":["{\"url\": \"http://localhost:1234/v1/chat/completions\", \"headers\": {}, \"params\": {\"model\": \"ibm-granite/granite-docling-258M-mlx\"}, \"timeout\": 60.0, \"concurrency\": 1, \"prompt\": \"Convert this page to docling.\", \"scale\": 2.0, \"response_format\": \"doctags\", \"temperature\": 0.0}"]}},"type":"object","required":["files"],"title":"Body_process_file_v1_convert_file_post"},"BoundingBox":{"properties":{"l":{"type":"number","title":"L"},"t":{"type":"number","title":"T"},"r":{"type":"number","title":"R"},"b":{"type":"number","title":"B"},"coord_origin":{"$ref":"#/components/schemas/CoordOrigin","default":"TOPLEFT"}},"type":"object","required":["l","t","r","b"],"title":"BoundingBox","description":"BoundingBox."},"ChartBar":{"properties":{"label":{"type":"string","title":"Label"},"values":{"type":"number","title":"Values"}},"type":"object","required":["label","values"],"title":"ChartBar","description":"Represents a bar in a bar chart.\n\nAttributes:\n label (str): The label for the bar.\n values (float): The value associated with the bar."},"ChartLine":{"properties":{"label":{"type":"string","title":"Label"},"values":{"items":{"prefixItems":[{"type":"number"},{"type":"number"}],"type":"array","maxItems":2,"minItems":2},"type":"array","title":"Values"}},"type":"object","required":["label","values"],"title":"ChartLine","description":"Represents a line in a line chart.\n\nAttributes:\n label (str): The label for the line.\n values (List[Tuple[float, float]]): A list of (x, y) coordinate pairs\n representing the line's data points."},"ChartPoint":{"properties":{"value":{"prefixItems":[{"type":"number"},{"type":"number"}],"type":"array","maxItems":2,"minItems":2,"title":"Value"}},"type":"object","required":["value"],"title":"ChartPoint","description":"Represents a point in a scatter chart.\n\nAttributes:\n value (Tuple[float, float]): A (x, y) coordinate pair representing a point in a\n chart."},"ChartSlice":{"properties":{"label":{"type":"string","title":"Label"},"value":{"type":"number","title":"Value"}},"type":"object","required":["label","value"],"title":"ChartSlice","description":"Represents a slice in a pie chart.\n\nAttributes:\n label (str): The label for the slice.\n value (float): The value represented by the slice."},"ChartStackedBar":{"properties":{"label":{"items":{"type":"string"},"type":"array","title":"Label"},"values":{"items":{"prefixItems":[{"type":"string"},{"type":"integer"}],"type":"array","maxItems":2,"minItems":2},"type":"array","title":"Values"}},"type":"object","required":["label","values"],"title":"ChartStackedBar","description":"Represents a stacked bar in a stacked bar chart.\n\nAttributes:\n label (List[str]): The labels for the stacked bars. Multiple values are stored\n in cases where the chart is \"double stacked,\" meaning bars are stacked both\n horizontally and vertically.\n values (List[Tuple[str, int]]): A list of values representing different segments\n of the stacked bar along with their label."},"ChunkDocumentResponse":{"properties":{"chunks":{"items":{"$ref":"#/components/schemas/ChunkedDocumentResultItem"},"type":"array","title":"Chunks"},"documents":{"items":{"$ref":"#/components/schemas/ExportResult"},"type":"array","title":"Documents"},"processing_time":{"type":"number","title":"Processing Time"}},"type":"object","required":["chunks","documents","processing_time"],"title":"ChunkDocumentResponse"},"ChunkedDocumentResultItem":{"properties":{"filename":{"type":"string","title":"Filename"},"chunk_index":{"type":"integer","title":"Chunk Index"},"text":{"type":"string","title":"Text","description":"The chunk text with structural context (headers, 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The registration of local election observers runs until 25 May, and the NEC is still reviewing the application of nearly 5,000 observers.\n\nTable: The number of accredited observers as of 28 April 2022 15\n\n| No. | Name of organization | Number of accredited observers |\n|-------|---------------------------------------------------|----------------------------------|\n| 1 | Union of Youth Federations of Cambodia (UYFC) | 17,266 |\n| 2 | Cambodian Women for Peace and Development | 9,835 |\n| 3 | Association of Democratic Students of Cambodia | 711 |\n| 4 | Association of Intellectual and Youth Volunteer | 46 |\n| 5 | Our Friends Association | 27 |\n| 6 | COMFREL | 26 |\n| 7 | Traditional and Modern Mental Health Organization | 15 |\n| | Total | 27,926 |\n\n15 https://www.nec.gov.kh/khmer/content/5524","json_content":{"schema_name":"DoclingDocument","version":"1.8.0","name":"01030000000045","origin":{"mimetype":"application/pdf","binary_hash":3164034737534307179,"filename":"01030000000045.pdf","uri":null},"furniture":{"self_ref":"#/furniture","parent":null,"children":[],"content_layer":"furniture","meta":null,"name":"_root_","label":"unspecified"},"body":{"self_ref":"#/body","parent":null,"children":[{"$ref":"#/texts/0"},{"$ref":"#/texts/1"},{"$ref":"#/tables/0"},{"$ref":"#/texts/4"}],"content_layer":"body","meta":null,"name":"_root_","label":"unspecified"},"groups":[],"texts":[{"self_ref":"#/texts/0","parent":{"$ref":"#/body"},"children":[],"content_layer":"furniture","meta":null,"label":"page_header","prov":[{"page_no":1,"bbox":{"l":281.571,"t":559.1790009765625,"r":372.715,"b":551.6610009765625,"coord_origin":"BOTTOMLEFT"},"charspan":[0,24]}],"orig":"Civil Society Engagement","text":"Civil Society Engagement","formatting":null,"hyperlink":null},{"self_ref":"#/texts/1","parent":{"$ref":"#/body"},"children":[],"content_layer":"body","meta":null,"label":"text","prov":[{"page_no":1,"bbox":{"l":54.0,"t":537.0420009765626,"r":375.137,"b":499.90200097656253,"coord_origin":"BOTTOMLEFT"},"charspan":[0,157]}],"orig":"election integrity. 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\ No newline at end of file diff --git a/docs/hybrid/research/documents-with-tables.txt b/docs/hybrid/research/documents-with-tables.txt new file mode 100644 index 0000000..793c13b --- /dev/null +++ b/docs/hybrid/research/documents-with-tables.txt @@ -0,0 +1,42 @@ +01030000000045.pdf +01030000000046.pdf +01030000000047.pdf +01030000000051.pdf +01030000000052.pdf +01030000000053.pdf +01030000000064.pdf +01030000000078.pdf +01030000000081.pdf +01030000000082.pdf +01030000000083.pdf +01030000000084.pdf +01030000000088.pdf +01030000000089.pdf +01030000000090.pdf +01030000000110.pdf +01030000000116.pdf +01030000000117.pdf +01030000000119.pdf +01030000000120.pdf +01030000000121.pdf +01030000000122.pdf +01030000000127.pdf +01030000000128.pdf +01030000000130.pdf +01030000000132.pdf +01030000000146.pdf +01030000000147.pdf +01030000000149.pdf +01030000000150.pdf +01030000000165.pdf +01030000000166.pdf +01030000000170.pdf +01030000000178.pdf +01030000000180.pdf +01030000000182.pdf +01030000000187.pdf +01030000000188.pdf +01030000000189.pdf +01030000000190.pdf +01030000000197.pdf +01030000000200.pdf diff --git a/docs/hybrid/research/iobject-structure.md b/docs/hybrid/research/iobject-structure.md new file mode 100644 index 0000000..c9fef3d --- /dev/null +++ b/docs/hybrid/research/iobject-structure.md @@ -0,0 +1,105 @@ +# IObject Class Structure + +## Overview +IObject is imported from `org.verapdf.wcag.algorithms.entities.IObject` (external verapdf-wcag-algs library). + +## JSON Output Types + +Based on sample response analysis, OpenDataLoader produces the following element types: + +### Element Types + +| Type | JSON `type` field | Description | +|------|-------------------|-------------| +| Paragraph | `paragraph` | Text paragraph with font info | +| Heading | `heading` | Section heading with level | +| Table | `table` | Table with rows and cells | +| Image | `image` | Image/figure element | +| List | `list` | Bulleted or numbered list | + +### Common Fields (all types) + +```json +{ + "type": "paragraph", + "id": 17, + "page number": 1, + "bounding box": [left, bottom, right, top] // PDF points, origin at bottom-left +} +``` + +### Paragraph Fields + +```json +{ + "type": "paragraph", + "font": "ArialMT", + "font size": 8.0, + "text color": "[0.0, 0.0, 0.0, 0.7]", + "content": "Text content here" +} +``` + +### Heading Fields + +```json +{ + "type": "heading", + "level": "1", + "content": "Heading text" +} +``` + +### Table Structure + +```json +{ + "type": "table", + "level": "1", + "number of rows": 3, + "number of columns": 3, + "rows": [ + { + "type": "table row", + "row number": 1, + "cells": [ + { + "type": "table cell", + "page number": 1, + "bounding box": [left, bottom, right, top], + "row number": 1, + "column number": 1, + "row span": 1, + "column span": 1, + "kids": [ + { + "type": "paragraph", + "content": "Cell text" + } + ] + } + ] + } + ] +} +``` + +## Bounding Box Coordinate System + +- **OpenDataLoader**: `[left, bottom, right, top]` in PDF points, origin at BOTTOMLEFT +- **Docling**: `{l, t, r, b}` with `coord_origin: "BOTTOMLEFT"` or `"TOPLEFT"` + +### Conversion Notes + +- If docling uses TOPLEFT origin: `bottom = page_height - docling_t`, `top = page_height - docling_b` +- If docling uses BOTTOMLEFT origin: direct mapping `[l, b, r, t]` → `[left, bottom, right, top]` + +## Key Java Classes + +From the codebase: + +- `TableBorder` - Table with border-based detection +- `TableBorderRow` - Table row +- `TableBorderCell` - Table cell with contents, rowSpan, colSpan +- `BoundingBox` - PDF coordinates (page, left, bottom, right, top) +- Processors: `TextLineProcessor`, `TableBorderProcessor`, `HeadingProcessor`, `ListProcessor` diff --git a/docs/hybrid/research/opendataloader-sample-response.json b/docs/hybrid/research/opendataloader-sample-response.json new file mode 100644 index 0000000..a93dc85 --- /dev/null +++ b/docs/hybrid/research/opendataloader-sample-response.json @@ -0,0 +1,370 @@ +{ + "file name" : "01030000000045.pdf", + "number of pages" : 1, + "author" : null, + "title" : null, + "creation date" : null, + "modification date" : null, + "kids" : [ { + "type" : "paragraph", + "id" : 17, + "page number" : 1, + "bounding box" : [ 281.571, 551.756, 372.715, 560.694 ], + "font" : "ArialMT", + "font size" : 8.0, + "text color" : "[0.0, 0.0, 0.0, 0.7]", + "content" : "Civil Society Engagement" + }, { + "type" : "paragraph", + "id" : 19, + "page number" : 1, + "bounding box" : [ 54.0, 499.92, 372.727, 539.282 ], + "font" : "Georgia", + "font size" : 10.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "election integrity. The registration of local election observers runs until 25 May, and the NEC is still reviewing the application of nearly 5,000 observers." + }, { + "type" : "heading", + "id" : 20, + "level" : "Doctitle", + "page number" : 1, + "bounding box" : [ 54.0, 455.381, 350.475, 480.87 ], + "heading level" : 1, + "font" : "Arial-BoldMT", + "font size" : 11.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "Table: The number of accredited observers as of 28 April 202215" + }, { + "type" : "table", + "id" : 21, + "level" : "1", + "page number" : 1, + "bounding box" : [ 54.0, 234.441, 372.727, 440.212 ], + "number of rows" : 3, + "number of columns" : 3, + "rows" : [ { + "type" : "table row", + "row number" : 1, + "cells" : [ { + "type" : "table cell", + "page number" : 1, + "bounding box" : [ 54.375, 413.86, 83.52, 440.087 ], + "row number" : 1, + "column number" : 1, + "row span" : 1, + "column span" : 1, + "kids" : [ { + "type" : "paragraph", + "id" : 1, + "page number" : 1, + "bounding box" : [ 61.757, 427.253, 75.761, 437.307 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "No." + } ] + }, { + "type" : "table cell", + "page number" : 1, + "bounding box" : [ 83.52, 413.86, 273.472, 440.087 ], + "row number" : 1, + "column number" : 2, + "row span" : 1, + "column span" : 1, + "kids" : [ { + "type" : "paragraph", + "id" : 2, + "page number" : 1, + "bounding box" : [ 87.52, 427.253, 173.056, 437.307 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "Name of organization" + } ] + }, { + "type" : "table cell", + "page number" : 1, + "bounding box" : [ 273.472, 413.86, 372.352, 440.087 ], + "row number" : 1, + "column number" : 3, + "row span" : 1, + "column span" : 1, + "kids" : [ { + "type" : "paragraph", + "id" : 3, + "page number" : 1, + "bounding box" : [ 280.08, 416.453, 366.111, 437.307 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "Number of accredited observers" + } ] + } ] + }, { + "type" : "table row", + "row number" : 2, + "cells" : [ { + "type" : "table cell", + "page number" : 1, + "bounding box" : [ 54.375, 249.993, 83.52, 413.86 ], + "row number" : 2, + "column number" : 1, + "row span" : 1, + "column span" : 1, + "kids" : [ { + "type" : "list", + "id" : 4, + "level" : "1", + "page number" : 1, + "bounding box" : [ 66.257, 263.386, 71.261, 410.955 ], + "numbering style" : "arabic numbers", + "number of list items" : 7, + "list items" : [ { + "type" : "list item", + "page number" : 1, + "bounding box" : [ 66.257, 400.9, 71.261, 410.955 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "1", + "kids" : [ ] + }, { + "type" : "list item", + "page number" : 1, + "bounding box" : [ 66.257, 374.548, 71.261, 384.603 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "2", + "kids" : [ ] + }, { + "type" : "list item", + "page number" : 1, + "bounding box" : [ 66.257, 348.196, 71.261, 358.251 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "3", + "kids" : [ ] + }, { + "type" : "list item", + "page number" : 1, + "bounding box" : [ 66.257, 321.844, 71.261, 331.898 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "4", + "kids" : [ ] + }, { + "type" : "list item", + "page number" : 1, + "bounding box" : [ 66.257, 295.491, 71.261, 305.546 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "5", + "kids" : [ ] + }, { + "type" : "list item", + "page number" : 1, + "bounding box" : [ 66.257, 278.939, 71.261, 288.993 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "6", + "kids" : [ ] + }, { + "type" : "list item", + "page number" : 1, + "bounding box" : [ 66.257, 263.386, 71.261, 273.441 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "7", + "kids" : [ ] + } ] + } ] + }, { + "type" : "table cell", + "page number" : 1, + "bounding box" : [ 83.52, 249.993, 273.472, 413.86 ], + "row number" : 2, + "column number" : 2, + "row span" : 1, + "column span" : 1, + "kids" : [ { + "type" : "paragraph", + "id" : 5, + "page number" : 1, + "bounding box" : [ 87.52, 390.1, 249.615, 410.955 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "Union of Youth Federations of Cambodia (UYFC)" + }, { + "type" : "paragraph", + "id" : 6, + "page number" : 1, + "bounding box" : [ 87.52, 363.748, 225.426, 384.603 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "Cambodian Women for Peace and Development" + }, { + "type" : "paragraph", + "id" : 7, + "page number" : 1, + "bounding box" : [ 87.52, 337.396, 239.584, 358.251 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "Association of Democratic Students of Cambodia" + }, { + "type" : "paragraph", + "id" : 8, + "page number" : 1, + "bounding box" : [ 87.52, 311.044, 231.623, 331.898 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "Association of Intellectual and Youth Volunteer" + }, { + "type" : "paragraph", + "id" : 9, + "page number" : 1, + "bounding box" : [ 87.52, 252.586, 237.745, 305.546 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "Our Friends Association COMFREL Traditional and Modern Mental Health Organization" + } ] + }, { + "type" : "table cell", + "page number" : 1, + "bounding box" : [ 273.472, 249.993, 372.352, 413.86 ], + "row number" : 2, + "column number" : 3, + "row span" : 1, + "column span" : 1, + "kids" : [ { + "type" : "paragraph", + "id" : 10, + "page number" : 1, + "bounding box" : [ 309.336, 400.9, 336.858, 410.955 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "17,266" + }, { + "type" : "paragraph", + "id" : 11, + "page number" : 1, + "bounding box" : [ 311.839, 374.548, 334.357, 384.603 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "9,835" + }, { + "type" : "paragraph", + "id" : 12, + "page number" : 1, + "bounding box" : [ 315.926, 348.196, 329.608, 358.251 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "711" + }, { + "type" : "paragraph", + "id" : 13, + "page number" : 1, + "bounding box" : [ 318.095, 321.844, 328.103, 331.898 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "46" + }, { + "type" : "paragraph", + "id" : 14, + "page number" : 1, + "bounding box" : [ 318.095, 263.386, 328.103, 305.546 ], + "font" : "ArialMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "27 26 15" + } ] + } ] + }, { + "type" : "table row", + "row number" : 3, + "cells" : [ { + "type" : "table cell", + "page number" : 1, + "bounding box" : [ 54.375, 234.566, 83.52, 249.993 ], + "row number" : 3, + "column number" : 1, + "row span" : 1, + "column span" : 1, + "kids" : [ ] + }, { + "type" : "table cell", + "page number" : 1, + "bounding box" : [ 83.52, 234.566, 273.472, 249.993 ], + "row number" : 3, + "column number" : 2, + "row span" : 1, + "column span" : 1, + "kids" : [ { + "type" : "paragraph", + "id" : 15, + "page number" : 1, + "bounding box" : [ 87.52, 237.034, 108.351, 247.089 ], + "font" : "Arial-BoldMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "Total" + } ] + }, { + "type" : "table cell", + "page number" : 1, + "bounding box" : [ 273.472, 234.566, 372.352, 249.993 ], + "row number" : 3, + "column number" : 3, + "row span" : 1, + "column span" : 1, + "kids" : [ { + "type" : "paragraph", + "id" : 16, + "page number" : 1, + "bounding box" : [ 309.336, 237.034, 336.858, 247.089 ], + "font" : "Arial-BoldMT", + "font size" : 9.0, + "text color" : "[0.0, 0.0, 0.0, 1.0]", + "content" : "27,926" + } ] + } ] + } ] + }, { + "type" : "image", + "id" : 22, + "page number" : 1, + "bounding box" : [ 54.0, 68.275, 126.0, 68.525 ] + }, { + "type" : "paragraph", + "id" : 23, + "page number" : 1, + "bounding box" : [ 54.0, 52.729, 185.287, 59.432 ], + "font" : "ArialMT", + "font size" : 6.0, + "text color" : "[0.86, 0.57, 0.0, 0.16]", + "content" : "15 https://www.nec.gov.kh/khmer/content/5524" + }, { + "type" : "paragraph", + "id" : 18, + "page number" : 1, + "bounding box" : [ 363.829, 34.305, 372.725, 43.242 ], + "font" : "ArialMT", + "font size" : 8.0, + "text color" : "[0.0, 0.0, 0.0, 0.75]", + "content" : "17" + } ] +} \ No newline at end of file diff --git a/docs/hybrid/research/opendataloader-sample-response.md b/docs/hybrid/research/opendataloader-sample-response.md new file mode 100644 index 0000000..e97fd55 --- /dev/null +++ b/docs/hybrid/research/opendataloader-sample-response.md @@ -0,0 +1,16 @@ +Civil Society Engagement + +election integrity. The registration of local election observers runs until 25 May, and the NEC is still reviewing the application of nearly 5,000 observers. + +# Table: The number of accredited observers as of 28 April 202215 + +|No.|Name of organization|Number of accredited observers| +|---|---|---| +|1
2
3
4
5
6
7
|Union of Youth Federations of Cambodia (UYFC)

Cambodian Women for Peace and Development

Association of Democratic Students of Cambodia

Association of Intellectual and Youth Volunteer

Our Friends Association COMFREL Traditional and Modern Mental Health Organization|17,266

9,835

711

46

27 26 15| +||Total|27,926| + + +15 https://www.nec.gov.kh/khmer/content/5524 + +17 + diff --git a/docs/superpowers/plans/2026-03-16-cid-font-detection.md b/docs/superpowers/plans/2026-03-16-cid-font-detection.md new file mode 100644 index 0000000..4e4b85f --- /dev/null +++ b/docs/superpowers/plans/2026-03-16-cid-font-detection.md @@ -0,0 +1,630 @@ +# CID Font Extraction Failure Detection — Implementation Plan + +> **For agentic workers:** REQUIRED: Use superpowers:subagent-driven-development (if subagents available) or superpowers:executing-plans to implement this plan. Steps use checkbox (`- [ ]`) syntax for tracking. + +**Goal:** Detect pages where CID font extraction failed (high U+FFFD ratio), emit warning logs, and auto-route to OCR backend in hybrid mode. + +**Architecture:** Measure replacement character ratio in ContentFilterProcessor before replacement, store in StaticLayoutContainers, consume in TriageProcessor as highest-priority signal. Warning log fires regardless of hybrid mode. + +**Tech Stack:** Java 11+, JUnit Jupiter, veraPDF API (`ChunkParser.REPLACEMENT_CHARACTER_STRING`) + +--- + +## File Structure + +| File | Responsibility | +|---|---| +| `TextProcessor.java` | New `measureReplacementCharRatio()` method | +| `StaticLayoutContainers.java` | Per-page replacement ratio storage | +| `ContentFilterProcessor.java` | Measure + warn + store before replacement | +| `TriageProcessor.java` | Signal 0: route high-ratio pages to BACKEND | +| `TextProcessorTest.java` | Unit tests for measurement | +| `TriageProcessorTest.java` | Unit tests for Signal 0 routing | +| `CidFontDetectionTest.java` (new) | e2e test with synthetic PDF | +| `test/resources/cid-font-no-tounicode.pdf` (new) | Test fixture | +| `test/resources/generate-cid-test-pdf.py` (new) | Generation script (reference) | + +All paths below are relative to `java/opendataloader-pdf-core/src/`. + +--- + +## Chunk 1: Measurement + Storage + +### Task 1: Add per-page ratio storage to StaticLayoutContainers + +**Files:** +- Modify: `main/java/org/opendataloader/pdf/containers/StaticLayoutContainers.java` + +- [ ] **Step 1: Add ThreadLocal map field and imports** + +Add after line 40 (`imageFormat` field): + +```java +private static final ThreadLocal> replacementCharRatios = ThreadLocal.withInitial(HashMap::new); +``` + +Add to imports: + +```java +import java.util.HashMap; +import java.util.Map; +``` + +- [ ] **Step 2: Add getter and setter** + +Add after `setImageFormat()` (after line 145): + +```java +public static void setReplacementCharRatio(int pageNumber, double ratio) { + replacementCharRatios.get().put(pageNumber, ratio); +} + +public static double getReplacementCharRatio(int pageNumber) { + return replacementCharRatios.get().getOrDefault(pageNumber, 0.0); +} +``` + +- [ ] **Step 3: Clear in clearContainers()** + +Add inside `clearContainers()` method, after line 51 (`imageFormat.set(...)`): + +```java +replacementCharRatios.get().clear(); +``` + +- [ ] **Step 4: Compile check** + +Run: `cd java && mvn compile -pl opendataloader-pdf-core -q` +Expected: BUILD SUCCESS + +- [ ] **Step 5: Commit** + +```bash +git add java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/containers/StaticLayoutContainers.java +git commit -m "feat: add per-page replacement char ratio storage to StaticLayoutContainers" +``` + +### Task 2: Add measureReplacementCharRatio to TextProcessor + +**Files:** +- Modify: `main/java/org/opendataloader/pdf/processors/TextProcessor.java` +- Test: `test/java/org/opendataloader/pdf/processors/TextProcessorTest.java` + +- [ ] **Step 1: Write failing tests** + +Add to `TextProcessorTest.java` after the last test method (before closing `}`): + +```java +@Test +public void testMeasureReplacementCharRatio_allReplacement() { + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "\uFFFD\uFFFD\uFFFD", 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertEquals(1.0, ratio, 0.001); +} + +@Test +public void testMeasureReplacementCharRatio_noReplacement() { + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "Hello World", 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertEquals(0.0, ratio, 0.001); +} + +@Test +public void testMeasureReplacementCharRatio_mixed() { + List contents = new ArrayList<>(); + // 3 replacement chars out of 10 total = 0.3 + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "\uFFFD\uFFFD\uFFFDAbcdefg", 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertEquals(0.3, ratio, 0.001); +} + +@Test +public void testMeasureReplacementCharRatio_emptyContents() { + List contents = new ArrayList<>(); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertEquals(0.0, ratio, 0.001); +} + +@Test +public void testMeasureReplacementCharRatio_nonTextChunksIgnored() { + List contents = new ArrayList<>(); + contents.add(new ImageChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0))); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 30.0, 100.0, 40.0), + "\uFFFD\uFFFD\uFFFD\uFFFD\uFFFD", 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + // Only TextChunks counted: 5/5 = 1.0 + Assertions.assertEquals(1.0, ratio, 0.001); +} +``` + +- [ ] **Step 2: Run tests to verify they fail** + +Run: `cd java && mvn test -pl opendataloader-pdf-core -Dtest=TextProcessorTest#testMeasureReplacementCharRatio_allReplacement -q` +Expected: FAIL — `measureReplacementCharRatio` method not found + +- [ ] **Step 3: Implement measureReplacementCharRatio** + +Add to `TextProcessor.java` after `replaceUndefinedCharacters()` method (after line 53): + +```java +public static double measureReplacementCharRatio(List contents) { + char replacementChar = ChunkParser.REPLACEMENT_CHARACTER_STRING.charAt(0); + int totalChars = 0; + int replacementChars = 0; + for (IObject object : contents) { + if (object instanceof TextChunk) { + String value = ((TextChunk) object).getValue(); + totalChars += value.length(); + for (int i = 0; i < value.length(); i++) { + if (value.charAt(i) == replacementChar) { + replacementChars++; + } + } + } + } + if (totalChars == 0) { + return 0.0; + } + return (double) replacementChars / totalChars; +} +``` + +- [ ] **Step 4: Run tests to verify they pass** + +Run: `cd java && mvn test -pl opendataloader-pdf-core -Dtest=TextProcessorTest -q` +Expected: All tests PASS + +- [ ] **Step 5: Commit** + +```bash +git add java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextProcessor.java +git add java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextProcessorTest.java +git commit -m "feat: add measureReplacementCharRatio to TextProcessor + +Counts U+FFFD replacement characters across TextChunks and returns +the ratio. Returns 0.0 for empty contents or pages with no text." +``` + +--- + +## Chunk 2: Warning Log + Triage Routing + +### Task 3: Add warning log in ContentFilterProcessor + +**Files:** +- Modify: `main/java/org/opendataloader/pdf/processors/ContentFilterProcessor.java` + +- [ ] **Step 1: Add import for StaticLayoutContainers** + +Add to imports: + +```java +import org.opendataloader.pdf.containers.StaticLayoutContainers; +``` + +- [ ] **Step 2: Add measurement + warning before replaceUndefinedCharacters** + +Insert immediately before line 74 (`TextProcessor.replaceUndefinedCharacters(...)`) in `getFilteredContents()`: + +```java +double replacementCharRatio = TextProcessor.measureReplacementCharRatio(pageContents); +StaticLayoutContainers.setReplacementCharRatio(pageNumber, replacementCharRatio); +if (replacementCharRatio >= 0.3) { + LOGGER.log(Level.WARNING, + "Page {0}: {1,number,#.#%} of characters are replacement characters (U+FFFD). " + + "This PDF likely contains CID-keyed fonts without ToUnicode mappings. " + + "Text extraction may be incomplete. Consider using --hybrid-mode for OCR fallback.", + new Object[]{pageNumber + 1, replacementCharRatio}); +} +``` + +- [ ] **Step 3: Compile check** + +Run: `cd java && mvn compile -pl opendataloader-pdf-core -q` +Expected: BUILD SUCCESS + +- [ ] **Step 4: Commit** + +```bash +git add java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ContentFilterProcessor.java +git commit -m "feat: detect CID font extraction failure and emit warning log + +Measures U+FFFD ratio before replacement. Warns when >= 30% of +characters are replacement characters, suggesting hybrid mode." +``` + +### Task 4: Add Signal 0 to TriageProcessor + +**Files:** +- Modify: `main/java/org/opendataloader/pdf/hybrid/TriageProcessor.java` +- Test: `test/java/org/opendataloader/pdf/hybrid/TriageProcessorTest.java` + +- [ ] **Step 1: Write failing tests** + +Add to `TriageProcessorTest.java` before the `// Helper methods` comment: + +```java +@Test +public void testClassifyPage_highReplacementRatio_routesToBackend() { + StaticLayoutContainers.clearContainers(); + StaticLayoutContainers.setReplacementCharRatio(0, 0.5); + + List contents = new ArrayList<>(); + contents.add(createTextChunk(10, 100, 200, 120, "text")); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.BACKEND, result.getDecision()); + Assertions.assertEquals(1.0, result.getConfidence(), 0.001); +} + +@Test +public void testClassifyPage_lowReplacementRatio_noEffect() { + StaticLayoutContainers.clearContainers(); + StaticLayoutContainers.setReplacementCharRatio(0, 0.1); + + List contents = new ArrayList<>(); + contents.add(createTextChunk(10, 100, 200, 120, "normal text")); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.JAVA, result.getDecision()); +} + +@Test +public void testClassifyPage_exactThreshold_routesToBackend() { + StaticLayoutContainers.clearContainers(); + StaticLayoutContainers.setReplacementCharRatio(0, 0.3); + + List contents = new ArrayList<>(); + contents.add(createTextChunk(10, 100, 200, 120, "text")); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.BACKEND, result.getDecision()); + Assertions.assertEquals(1.0, result.getConfidence(), 0.001); +} +``` + +- [ ] **Step 2: Run tests to verify they fail** + +Run: `cd java && mvn test -pl opendataloader-pdf-core -Dtest=TriageProcessorTest#testClassifyPage_highReplacementRatio_routesToBackend -q` +Expected: FAIL — returns JAVA instead of BACKEND + +- [ ] **Step 3: Add Signal 0 to classifyPage** + +In `TriageProcessor.java`, in the `classifyPage()` method with `TriageThresholds` parameter, insert before the TableBorder check (before `// Signal 1: TableBorder presence`): + +```java +// Signal 0: CID font extraction failure (highest priority) +// Only fires in hybrid mode (classifyPage is only called from HybridDocumentProcessor) +double replacementRatio = StaticLayoutContainers.getReplacementCharRatio(pageNumber); +if (replacementRatio >= 0.3) { + return TriageResult.backend(pageNumber, 1.0, signals); +} +``` + +Add import at top of file: + +```java +import org.opendataloader.pdf.containers.StaticLayoutContainers; +``` + +Also update the `classifyPage()` Javadoc (around line 617) to list Signal 0: + +``` + *

Signal priority (highest to lowest): + *

    + *
  1. CID font extraction failure (replacement char ratio >= 30%)
    2. + *
  2. TableBorder presence
    3. + * ... +``` + +- [ ] **Step 4: Run tests to verify they pass** + +Run: `cd java && mvn test -pl opendataloader-pdf-core -Dtest=TriageProcessorTest -q` +Expected: All tests PASS + +- [ ] **Step 5: Run full test suite** + +Run: `cd java && mvn test -pl opendataloader-pdf-core -q` +Expected: All tests PASS — no regressions + +- [ ] **Step 6: Commit** + +```bash +git add java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TriageProcessor.java +git add java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageProcessorTest.java +git commit -m "feat: add CID font detection signal to TriageProcessor + +Signal 0 (highest priority): routes pages with >= 30% replacement +characters to backend for OCR fallback in hybrid mode." +``` + +--- + +## Chunk 3: e2e Test + Test Fixture + +### Task 5: Generate synthetic CID PDF test fixture + +**Files:** +- Create: `java/opendataloader-pdf-core/src/test/resources/generate-cid-test-pdf.py` +- Create: `java/opendataloader-pdf-core/src/test/resources/cid-font-no-tounicode.pdf` + +- [ ] **Step 1: Create test resources directory** + +```bash +mkdir -p java/opendataloader-pdf-core/src/test/resources +``` + +- [ ] **Step 2: Write the generation script** + +Create `java/opendataloader-pdf-core/src/test/resources/generate-cid-test-pdf.py`. + +This script generates a minimal PDF with a Type0 (CID) font that has no ToUnicode CMap. The PDF must cause veraPDF to emit `\uFFFD` for the majority of text characters when parsed. + +Approach: Use raw PDF syntax to embed a CID font referencing CID values without a ToUnicode mapping. Alternatively, use `reportlab` which provides low-level CID font control. + +The implementer should: +1. Generate the PDF +2. Verify it with opendataloader-pdf: `cd java && mvn exec:java -pl opendataloader-pdf-cli -Dexec.mainClass="org.opendataloader.pdf.cli.CLIMain" -Dexec.args="../src/test/resources/cid-font-no-tounicode.pdf -f text" 2>&1` +3. Confirm output is mostly empty/whitespace (indicating `\uFFFD` → space replacement) +4. Confirm WARNING log about replacement characters appears + +If generating a proper CID PDF proves difficult, search `odl-test-fixtures` for an existing PDF with CID font issues, or use a known CID-problematic PDF from the Korean pharmaceutical fixtures (pdf-003 through pdf-007). + +- [ ] **Step 3: Commit fixture** + +```bash +git add java/opendataloader-pdf-core/src/test/resources/cid-font-no-tounicode.pdf +git add java/opendataloader-pdf-core/src/test/resources/generate-cid-test-pdf.py +git commit -m "test: add synthetic CID font PDF test fixture + +PDF with CID-keyed font without ToUnicode mapping for testing +replacement character detection. Generation script included." +``` + +### Task 6: Write e2e integration test + +**Files:** +- Create: `test/java/org/opendataloader/pdf/processors/CidFontDetectionTest.java` + +This test follows the pattern from `TriageProcessorIntegrationTest.java`: +`DocumentProcessor.preprocessing()` → `ContentFilterProcessor.getFilteredContents()` → assert ratio and warning. + +- [ ] **Step 1: Write the integration test** + +Create `java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/CidFontDetectionTest.java`: + +```java +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Assumptions; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.ArrayList; +import java.util.List; +import java.util.logging.Handler; +import java.util.logging.Level; +import java.util.logging.LogRecord; +import java.util.logging.Logger; + +/** + * Integration test for CID font extraction failure detection. + * + * Tests the full pipeline: PDF parsing → ContentFilterProcessor → + * measurement → StaticLayoutContainers storage → warning log. + */ +public class CidFontDetectionTest { + + private static final Path CID_PDF_PATH = Paths.get( + "src/test/resources/cid-font-no-tounicode.pdf"); + + private static boolean pdfAvailable = false; + + @BeforeAll + static void checkFixture() { + pdfAvailable = Files.exists(CID_PDF_PATH) && Files.isRegularFile(CID_PDF_PATH); + if (!pdfAvailable) { + System.out.println("CID font test PDF not found: " + CID_PDF_PATH.toAbsolutePath()); + System.out.println("Skipping integration tests. Generate fixture first."); + } + } + + @Test + public void testCidPdf_highReplacementRatio_detected() throws IOException { + Assumptions.assumeTrue(pdfAvailable, "CID font test PDF not available"); + + String pdfPath = CID_PDF_PATH.toAbsolutePath().toString(); + Config config = new Config(); + + DocumentProcessor.preprocessing(pdfPath, config); + StaticLayoutContainers.clearContainers(); + + int numPages = StaticContainers.getDocument().getNumberOfPages(); + Assertions.assertTrue(numPages > 0, "PDF should have at least 1 page"); + + // Process page 0 through ContentFilterProcessor + List filteredContents = ContentFilterProcessor.getFilteredContents( + pdfPath, + StaticContainers.getDocument().getArtifacts(0), + 0, + config + ); + + // Verify ratio was stored + double ratio = StaticLayoutContainers.getReplacementCharRatio(0); + Assertions.assertTrue(ratio >= 0.3, + "CID font PDF should have >= 30% replacement characters, got " + + String.format("%.1f%%", ratio * 100)); + } + + @Test + public void testCidPdf_warningLogEmitted() throws IOException { + Assumptions.assumeTrue(pdfAvailable, "CID font test PDF not available"); + + // Capture warning logs + Logger logger = Logger.getLogger(ContentFilterProcessor.class.getCanonicalName()); + List warnings = new ArrayList<>(); + Handler handler = new Handler() { + @Override public void publish(LogRecord r) { + if (r.getLevel() == Level.WARNING) { + warnings.add(r.getMessage()); + } + } + @Override public void flush() {} + @Override public void close() {} + }; + logger.addHandler(handler); + + try { + String pdfPath = CID_PDF_PATH.toAbsolutePath().toString(); + Config config = new Config(); + + DocumentProcessor.preprocessing(pdfPath, config); + StaticLayoutContainers.clearContainers(); + + ContentFilterProcessor.getFilteredContents( + pdfPath, + StaticContainers.getDocument().getArtifacts(0), + 0, + config + ); + + boolean hasReplacementWarning = warnings.stream() + .anyMatch(w -> w.contains("replacement characters")); + Assertions.assertTrue(hasReplacementWarning, + "Expected WARNING log about replacement characters"); + } finally { + logger.removeHandler(handler); + } + } + + /** + * Unit-level boundary tests (no PDF fixture needed). + */ + @Test + public void testBoundary_belowThreshold_29percent() { + // 29 replacement chars out of 100 = 0.29 (below threshold) + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < 29; i++) sb.append('\uFFFD'); + for (int i = 0; i < 71; i++) sb.append('A'); + + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 500.0, 20.0), + sb.toString(), 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertTrue(ratio < 0.3, + "29% should be below threshold, got " + ratio); + } + + @Test + public void testBoundary_atThreshold_30percent() { + // 30 replacement chars out of 100 = 0.30 (at threshold) + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < 30; i++) sb.append('\uFFFD'); + for (int i = 0; i < 70; i++) sb.append('A'); + + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 500.0, 20.0), + sb.toString(), 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertTrue(ratio >= 0.3, + "30% should be at threshold, got " + ratio); + } +} +``` + +- [ ] **Step 2: Run tests** + +Run: `cd java && mvn test -pl opendataloader-pdf-core -Dtest=CidFontDetectionTest -q` +Expected: Integration tests pass (or skip if fixture not yet generated). Boundary tests always pass. + +- [ ] **Step 3: Run full test suite** + +Run: `cd java && mvn test -pl opendataloader-pdf-core -q` +Expected: All tests PASS + +- [ ] **Step 4: Commit** + +```bash +git add java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/CidFontDetectionTest.java +git commit -m "test: add integration + boundary tests for CID font detection + +Integration tests load cid-font-no-tounicode.pdf through full pipeline. +Boundary tests verify 29%/30% threshold behavior." +``` + +--- + +## Chunk 4: Final Verification + +### Task 7: Full test suite + benchmark regression check + +- [ ] **Step 1: Run full Java test suite** + +Run: `cd java && mvn test -q` +Expected: All tests PASS across both core and cli modules + +- [ ] **Step 2: Check benchmark regression (if benchmark script exists)** + +Run: `./scripts/bench.sh --check-regression 2>/dev/null || echo "No benchmark script — skip"` +Expected: PASS or skip + +- [ ] **Step 3: Review all changes** + +Run: `git log --oneline main..HEAD` +Expected commits (newest first): +1. `test: add e2e tests for CID font detection pipeline` +2. `test: add synthetic CID font PDF test fixture` +3. `feat: add CID font detection signal to TriageProcessor` +4. `feat: detect CID font extraction failure and emit warning log` +5. `feat: add measureReplacementCharRatio to TextProcessor` +6. `feat: add per-page replacement char ratio storage to StaticLayoutContainers` + +- [ ] **Step 4: Update issue #286 comment** + +Update the previously posted enhancement comment with the actual fix status. The earlier `enhancement` label should be removed since this is now a fix. + +```bash +gh issue edit 286 --repo opendataloader-project/opendataloader-pdf --remove-label enhancement +``` diff --git a/docs/superpowers/plans/2026-04-18-hancom-ai-mock-server.md b/docs/superpowers/plans/2026-04-18-hancom-ai-mock-server.md new file mode 100644 index 0000000..efa4769 --- /dev/null +++ b/docs/superpowers/plans/2026-04-18-hancom-ai-mock-server.md @@ -0,0 +1,1710 @@ +# Hancom AI Mock Server Implementation Plan + +> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking. + +**Goal:** Hancom AI 서버 부재 시 transformer 개발/디버그 사이클을 유지하기 위한 fixture-replay HTTP mock 서버 구현 + 클라이언트(`HancomAIClient.java`) REQUEST_ID 규약 패치. + +**Architecture:** Python(FastAPI) 로컬 서버가 200개 벤치 PDF의 SHA256을 인덱싱하고, PDF 입력은 SHA256 룩업, 이미지 입력은 클라이언트가 REQUEST_ID에 인코딩한 `(sha_short, page, obj, module)`로 룩업, pdf2img는 PyMuPDF로 동적 300DPI 렌더링 + base64 응답. 클라이언트는 `convert()` 진입 시 PDF SHA256을 캐시하고 모든 호출에 REQUEST_ID 규약 적용. + +**Tech Stack:** +- Mock 서버: Python 3.10+, FastAPI, uvicorn, PyMuPDF, pytest, httpx (TestClient) +- Client 패치: Java 8+, OkHttp, Jackson, Maven, JUnit 5 +- 데이터: `bundolee/kb-odl/raw/4-기술/2026-04-16_Q2-기술-ctx_hancom-ai-a11y_출력데이터-스키마/` +- PDFs: `opendataloader-project/opendataloader-bench/pdfs/` + +**Spec:** `bundolee/kb-odl/raw/4-기술/2026-04-18_Q2-DEV-02-Code_hancom-ai-mock-server-design.md` (commit `dfe0671`) + +--- + +## File Structure + +### Mock 서버 (신규) + +`opendataloader-project/opendataloader-pdfua/scripts/mock_server/` + +| 파일 | 책임 | +|---|---| +| `mock_server/__init__.py` | 빈 패키지 마커 | +| `mock_server/__main__.py` | CLI 엔트리포인트 (`python -m mock_server ...`) | +| `mock_server/index.py` | 부팅 시 `--pdf-dir` 스캔 → `{sha256: (basename, path)}` 인덱스 | +| `mock_server/request_id.py` | REQUEST_ID 정규식 파싱 (`odl-{sha12}-p{n}-o{n}-{module}`) | +| `mock_server/lookup.py` | 모듈명/입력타입에 따른 fixture 경로 결정 + JSON 로드. `FixtureMiss` 예외. | +| `mock_server/pdf_render.py` | PyMuPDF로 PDF 페이지 → PNG 300DPI bytes | +| `mock_server/server.py` | FastAPI app: `/ping`, `/hocr/sdk`, `/support/pdf2img` (각각 `/api/v1/` 변형 별칭) | +| `mock_server/tests/__init__.py` | | +| `mock_server/tests/conftest.py` | 테스트 fixture (샘플 PDF dir, 샘플 fixture dir) | +| `mock_server/tests/test_index.py` | | +| `mock_server/tests/test_request_id.py` | | +| `mock_server/tests/test_lookup.py` | | +| `mock_server/tests/test_pdf_render.py` | | +| `mock_server/tests/test_server.py` | | +| `mock_server/pyproject.toml` | 의존성 + pytest 설정 | +| `mock_server/README.md` | 실행법 + 디버깅 + client 패치 메모 | + +### Client 패치 (수정) + +`opendataloader-project/opendataloader-pdf/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAIClient.java` + +`opendataloader-project/opendataloader-pdf/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomAIClientRequestIdTest.java` (신규) + +--- + +## Phase 1 — Mock Server (10 tasks) + +### Task 1: 프로젝트 스캐폴딩 + +**Files:** +- Create: `opendataloader-project/opendataloader-pdfua/scripts/mock_server/pyproject.toml` +- Create: `opendataloader-project/opendataloader-pdfua/scripts/mock_server/__init__.py` +- Create: `opendataloader-project/opendataloader-pdfua/scripts/mock_server/tests/__init__.py` +- Create: `opendataloader-project/opendataloader-pdfua/scripts/mock_server/README.md` + +- [ ] **Step 1: pyproject.toml 작성** + +```toml +[project] +name = "hancom-ai-mock-server" +version = "0.1.0" +requires-python = ">=3.10" +dependencies = [ + "fastapi>=0.110", + "uvicorn>=0.27", + "pymupdf>=1.24", + "python-multipart>=0.0.9", +] + +[project.optional-dependencies] +dev = [ + "pytest>=8.0", + "httpx>=0.27", +] + +[tool.pytest.ini_options] +testpaths = ["tests"] +``` + +- [ ] **Step 2: 빈 패키지 마커 + README 초안** + +`mock_server/__init__.py`: +```python +"""Hancom AI HOCR SDK fixture-replay mock server.""" +``` + +`mock_server/tests/__init__.py`: +```python +``` + +`mock_server/README.md`: +```markdown +# Hancom AI Mock Server + +Fixture-replay mock for `HancomAIClient`. See spec at +`bundolee/kb-odl/raw/4-기술/2026-04-18_Q2-DEV-02-Code_hancom-ai-mock-server-design.md`. + +## Run + +```bash +cd opendataloader-pdfua/scripts/mock_server +pip install -e ".[dev]" +python -m mock_server \ + --pdf-dir /path/to/opendataloader-bench/pdfs \ + --fixture-dir /path/to/kb-odl/raw/4-기술/2026-04-16_Q2-기술-ctx_hancom-ai-a11y_출력데이터-스키마 \ + --port 18008 +``` + +## Tests + +```bash +pytest -v +``` +``` + +- [ ] **Step 3: 디렉토리 구조 확인** + +Run: `ls opendataloader-project/opendataloader-pdfua/scripts/mock_server/` +Expected: `pyproject.toml README.md __init__.py tests/` + +- [ ] **Step 4: Commit** + +```bash +cd opendataloader-project/opendataloader-pdfua +git add scripts/mock_server/ +git commit -m "feat(mock-server): scaffold project structure" +``` + +--- + +### Task 2: REQUEST_ID 파서 (TDD) + +**Files:** +- Test: `opendataloader-project/opendataloader-pdfua/scripts/mock_server/tests/test_request_id.py` +- Create: `opendataloader-project/opendataloader-pdfua/scripts/mock_server/mock_server/request_id.py` + +- [ ] **Step 1: 실패하는 테스트 작성** + +`tests/test_request_id.py`: +```python +import pytest +from mock_server.request_id import parse_request_id, RequestIdParts + + +def test_parse_caption(): + parts = parse_request_id("odl-a3f1c9d2e7b8-p0-o5-caption") + assert parts == RequestIdParts(sha_short="a3f1c9d2e7b8", page=0, obj=5, module="caption") + + +def test_parse_chart(): + parts = parse_request_id("odl-deadbeef0000-p3-o12-chart") + assert parts == RequestIdParts(sha_short="deadbeef0000", page=3, obj=12, module="chart") + + +def test_parse_tsr(): + parts = parse_request_id("odl-aabbccddeeff-p0-o0-tsr") + assert parts.module == "tsr" + + +def test_parse_invalid_returns_none(): + assert parse_request_id("odl-DOCUMENT_LAYOUT_WITH_OCR") is None + assert parse_request_id("garbage") is None + assert parse_request_id("") is None + assert parse_request_id("odl-a3f1-p0-o0-unknown") is None # bad module + + +def test_parse_pdf_module_request_id_returns_none(): + # PDF modules use REQUEST_ID for tracing only; mock matches via SHA256 of bytes. + # Parser returns None for these so caller falls back to PDF lookup path. + assert parse_request_id("odl-a3f1c9d2e7b8-dla-ocr") is None +``` + +- [ ] **Step 2: 테스트 실행 (실패 확인)** + +Run: `cd opendataloader-project/opendataloader-pdfua/scripts/mock_server && pytest tests/test_request_id.py -v` +Expected: FAIL — `ModuleNotFoundError: No module named 'mock_server.request_id'` + +- [ ] **Step 3: 최소 구현** + +`mock_server/request_id.py`: +```python +"""Parse client REQUEST_ID for image-input module lookup.""" +import re +from dataclasses import dataclass +from typing import Optional + +_PATTERN = re.compile( + r"^odl-(?P[0-9a-f]{12})-p(?P\d+)-o(?P\d+)-(?Pcaption|chart|tsr)$" +) + + +@dataclass(frozen=True) +class RequestIdParts: + sha_short: str + page: int + obj: int + module: str + + +def parse_request_id(request_id: str) -> Optional[RequestIdParts]: + if not request_id: + return None + m = _PATTERN.match(request_id) + if not m: + return None + return RequestIdParts( + sha_short=m.group("sha"), + page=int(m.group("page")), + obj=int(m.group("obj")), + module=m.group("module"), + ) +``` + +- [ ] **Step 4: 테스트 통과 확인** + +Run: `pytest tests/test_request_id.py -v` +Expected: 5 passed + +- [ ] **Step 5: Commit** + +```bash +git add scripts/mock_server/mock_server/request_id.py scripts/mock_server/tests/test_request_id.py +git commit -m "feat(mock-server): REQUEST_ID parser for image module lookup" +``` + +--- + +### Task 3: SHA256 인덱스 빌더 (TDD) + +**Files:** +- Test: `scripts/mock_server/tests/test_index.py` +- Test: `scripts/mock_server/tests/conftest.py` +- Create: `scripts/mock_server/mock_server/index.py` + +- [ ] **Step 1: conftest fixture 작성** + +`tests/conftest.py`: +```python +import hashlib +import shutil +from pathlib import Path +import pytest + + +@pytest.fixture +def sample_pdf_dir(tmp_path): + """Create a tiny PDF dir with 3 fake PDFs (just bytes, not parsed by index).""" + d = tmp_path / "pdfs" + d.mkdir() + for i in range(1, 4): + (d / f"pdf{i:03d}.pdf").write_bytes(f"FAKE_PDF_CONTENT_{i}".encode()) + return d + + +def sha256_hex(b: bytes) -> str: + return hashlib.sha256(b).hexdigest() +``` + +- [ ] **Step 2: 실패하는 테스트 작성** + +`tests/test_index.py`: +```python +from mock_server.index import build_pdf_index, PdfIndexEntry +from .conftest import sha256_hex + + +def test_build_index_three_pdfs(sample_pdf_dir): + index = build_pdf_index(sample_pdf_dir) + assert len(index) == 3 + expected_sha = sha256_hex(b"FAKE_PDF_CONTENT_1") + assert expected_sha in index + entry = index[expected_sha] + assert entry.basename == "pdf001" + assert entry.path == sample_pdf_dir / "pdf001.pdf" + + +def test_build_index_empty_dir(tmp_path): + index = build_pdf_index(tmp_path) + assert index == {} + + +def test_build_index_sha_short_lookup(sample_pdf_dir): + index = build_pdf_index(sample_pdf_dir) + full_sha = next(iter(index)) + short = full_sha[:12] + entry = index.find_by_short(short) + assert entry is not None + assert entry.basename in {"pdf001", "pdf002", "pdf003"} +``` + +- [ ] **Step 3: 테스트 실행 (실패 확인)** + +Run: `pytest tests/test_index.py -v` +Expected: FAIL — module not found + +- [ ] **Step 4: 최소 구현** + +`mock_server/index.py`: +```python +"""Build SHA256 index of benchmark PDFs at server boot.""" +import hashlib +from dataclasses import dataclass +from pathlib import Path +from typing import Dict, Optional + + +@dataclass(frozen=True) +class PdfIndexEntry: + basename: str + path: Path + + +class PdfIndex(dict): + """Dict {full_sha256: PdfIndexEntry} with helper for short-prefix lookup.""" + + def find_by_short(self, sha_short: str) -> Optional[PdfIndexEntry]: + for full_sha, entry in self.items(): + if full_sha.startswith(sha_short): + return entry + return None + + +def build_pdf_index(pdf_dir: Path) -> PdfIndex: + index = PdfIndex() + for path in sorted(Path(pdf_dir).glob("*.pdf")): + sha = hashlib.sha256(path.read_bytes()).hexdigest() + index[sha] = PdfIndexEntry(basename=path.stem, path=path) + return index +``` + +- [ ] **Step 5: 테스트 통과 확인** + +Run: `pytest tests/test_index.py -v` +Expected: 3 passed + +- [ ] **Step 6: Commit** + +```bash +git add scripts/mock_server/ +git commit -m "feat(mock-server): SHA256 PDF index with short-prefix lookup" +``` + +--- + +### Task 4: Lookup 로직 (TDD) + +**Files:** +- Test: `scripts/mock_server/tests/test_lookup.py` +- Test: `scripts/mock_server/tests/conftest.py` (확장) +- Create: `scripts/mock_server/mock_server/lookup.py` + +- [ ] **Step 1: conftest 확장 — 가짜 fixture dir** + +`tests/conftest.py` 끝에 추가: +```python +import json + + +@pytest.fixture +def sample_fixture_dir(tmp_path): + """Mimic the recorded data layout with one entry per module.""" + root = tmp_path / "fixtures" + for sub in ["DLA_OCR", "DLA", "OCR", "TSR", "TSR_regionlist", "FIGURE"]: + (root / sub).mkdir(parents=True) + (root / "DLA_OCR" / "pdf001.json").write_text(json.dumps({"module": "DLA_OCR", "id": "pdf001"})) + (root / "DLA" / "pdf001.json").write_text(json.dumps({"module": "DLA"})) + (root / "OCR" / "pdf001.json").write_text(json.dumps({"module": "OCR"})) + (root / "TSR" / "pdf002_p0_o0.json").write_text(json.dumps({"module": "TSR", "table": True})) + (root / "TSR_regionlist" / "pdf003_p0_o0.json").write_text(json.dumps({"module": "TSR_regionlist"})) + (root / "FIGURE" / "pdf001_p0_o5_caption.json").write_text(json.dumps({"caption": "test"})) + (root / "FIGURE" / "pdf001_p0_o5_chart.json").write_text(json.dumps({"understanding": "TITLE | <0x0A> 1 | 2"})) + return root +``` + +- [ ] **Step 2: 실패 테스트 작성** + +`tests/test_lookup.py`: +```python +import pytest +from mock_server.lookup import ( + lookup_pdf_module, lookup_image_module, FixtureMiss, + MODULE_TO_DIR, +) + + +def test_pdf_module_lookup_dla_ocr(sample_fixture_dir): + data = lookup_pdf_module(sample_fixture_dir, "DOCUMENT_LAYOUT_WITH_OCR", "pdf001") + assert data == {"module": "DLA_OCR", "id": "pdf001"} + + +def test_pdf_module_lookup_dla(sample_fixture_dir): + data = lookup_pdf_module(sample_fixture_dir, "DOCUMENT_LAYOUT_ANALYSIS", "pdf001") + assert data["module"] == "DLA" + + +def test_pdf_module_lookup_unknown_module(sample_fixture_dir): + with pytest.raises(FixtureMiss) as exc: + lookup_pdf_module(sample_fixture_dir, "BOGUS_MODULE", "pdf001") + assert "BOGUS_MODULE" in str(exc.value) + + +def test_pdf_module_lookup_missing_basename(sample_fixture_dir): + with pytest.raises(FixtureMiss): + lookup_pdf_module(sample_fixture_dir, "DOCUMENT_LAYOUT_WITH_OCR", "pdf999") + + +def test_image_module_lookup_caption(sample_fixture_dir): + data = lookup_image_module(sample_fixture_dir, "caption", "pdf001", page=0, obj=5) + assert data == {"caption": "test"} + + +def test_image_module_lookup_chart(sample_fixture_dir): + data = lookup_image_module(sample_fixture_dir, "chart", "pdf001", page=0, obj=5) + assert data["understanding"].startswith("TITLE") + + +def test_image_module_lookup_tsr_primary(sample_fixture_dir): + data = lookup_image_module(sample_fixture_dir, "tsr", "pdf002", page=0, obj=0) + assert data["table"] is True + + +def test_image_module_lookup_tsr_regionlist_fallback(sample_fixture_dir): + data = lookup_image_module(sample_fixture_dir, "tsr", "pdf003", page=0, obj=0) + assert data["module"] == "TSR_regionlist" + + +def test_image_module_lookup_missing(sample_fixture_dir): + with pytest.raises(FixtureMiss): + lookup_image_module(sample_fixture_dir, "caption", "pdf001", page=99, obj=99) + + +def test_module_to_dir_mapping(): + assert MODULE_TO_DIR["DOCUMENT_LAYOUT_WITH_OCR"] == "DLA_OCR" + assert MODULE_TO_DIR["TABLE_STRUCTURE_RECOGNITION"] == "TSR" +``` + +- [ ] **Step 3: 실패 확인** + +Run: `pytest tests/test_lookup.py -v` +Expected: FAIL — module not found + +- [ ] **Step 4: 구현** + +`mock_server/lookup.py`: +```python +"""Map (module, key) → fixture JSON path and load. Raises FixtureMiss on miss.""" +import json +from pathlib import Path +from typing import Any + + +class FixtureMiss(Exception): + """Raised when no fixture file matches the request.""" + + +MODULE_TO_DIR = { + "DOCUMENT_LAYOUT_WITH_OCR": "DLA_OCR", + "DOCUMENT_LAYOUT_ANALYSIS": "DLA", + "TEXT_RECOGNITION": "OCR", + "TABLE_STRUCTURE_RECOGNITION": "TSR", +} + + +def lookup_pdf_module(fixture_dir: Path, module_name: str, basename: str) -> Any: + sub = MODULE_TO_DIR.get(module_name) + if sub is None: + raise FixtureMiss(f"unknown PDF-input module: {module_name}") + path = Path(fixture_dir) / sub / f"{basename}.json" + if not path.exists(): + raise FixtureMiss(f"no fixture at {sub}/{basename}.json") + return json.loads(path.read_text()) + + +def lookup_image_module( + fixture_dir: Path, module_short: str, basename: str, page: int, obj: int +) -> Any: + if module_short in {"caption", "chart"}: + path = Path(fixture_dir) / "FIGURE" / f"{basename}_p{page}_o{obj}_{module_short}.json" + if not path.exists(): + raise FixtureMiss(f"no FIGURE fixture: {path.name}") + return json.loads(path.read_text()) + if module_short == "tsr": + primary = Path(fixture_dir) / "TSR" / f"{basename}_p{page}_o{obj}.json" + fallback = Path(fixture_dir) / "TSR_regionlist" / f"{basename}_p{page}_o{obj}.json" + for candidate in (primary, fallback): + if candidate.exists(): + return json.loads(candidate.read_text()) + raise FixtureMiss(f"no TSR fixture: {basename}_p{page}_o{obj}.json (TSR/ or TSR_regionlist/)") + raise FixtureMiss(f"unknown image module: {module_short}") +``` + +- [ ] **Step 5: 테스트 통과 확인** + +Run: `pytest tests/test_lookup.py -v` +Expected: 10 passed + +- [ ] **Step 6: Commit** + +```bash +git add scripts/mock_server/ +git commit -m "feat(mock-server): lookup with TSR_regionlist fallback" +``` + +--- + +### Task 5: PDF Renderer (TDD) + +**Files:** +- Test: `scripts/mock_server/tests/test_pdf_render.py` +- Create: `scripts/mock_server/mock_server/pdf_render.py` + +- [ ] **Step 1: 실패 테스트** + +`tests/test_pdf_render.py`: +```python +import io +import pytest +import fitz # PyMuPDF +from mock_server.pdf_render import render_page_png + + +@pytest.fixture +def real_pdf(tmp_path): + """Create a minimal 2-page PDF using PyMuPDF itself.""" + doc = fitz.open() + doc.new_page(width=612, height=792) # 1 page + doc.new_page(width=612, height=792) # 2 pages + p = tmp_path / "minimal.pdf" + doc.save(p) + doc.close() + return p + + +def test_render_first_page_returns_png_bytes(real_pdf): + png_bytes = render_page_png(real_pdf, page_index=0, dpi=300) + assert png_bytes[:8] == b"\x89PNG\r\n\x1a\n" + + +def test_render_dimensions_300dpi(real_pdf): + from PIL import Image + png_bytes = render_page_png(real_pdf, page_index=0, dpi=300) + img = Image.open(io.BytesIO(png_bytes)) + # 612pt at 300dpi / 72pt-per-inch = 2550px (±1 for rounding) + assert abs(img.width - 2550) <= 2 + assert abs(img.height - 3300) <= 2 + + +def test_render_out_of_range_raises(real_pdf): + with pytest.raises(IndexError): + render_page_png(real_pdf, page_index=99) +``` + +Note: Pillow is a transitive dep of PyMuPDF; if not, add to dev deps. + +- [ ] **Step 2: 실패 확인** + +Run: `pytest tests/test_pdf_render.py -v` +Expected: FAIL — module not found + +- [ ] **Step 3: 구현** + +`mock_server/pdf_render.py`: +```python +"""Render a PDF page to PNG bytes using PyMuPDF.""" +from pathlib import Path +import fitz + + +def render_page_png(pdf_path: Path, page_index: int, dpi: int = 300) -> bytes: + doc = fitz.open(str(pdf_path)) + try: + if page_index < 0 or page_index >= doc.page_count: + raise IndexError(f"page_index {page_index} out of range (0..{doc.page_count - 1})") + page = doc.load_page(page_index) + zoom = dpi / 72.0 + matrix = fitz.Matrix(zoom, zoom) + pixmap = page.get_pixmap(matrix=matrix, alpha=False) + return pixmap.tobytes("png") + finally: + doc.close() +``` + +- [ ] **Step 4: pyproject.toml dev deps에 Pillow 추가 (테스트용)** + +Edit `scripts/mock_server/pyproject.toml`, replace `[project.optional-dependencies]` block with: +```toml +[project.optional-dependencies] +dev = [ + "pytest>=8.0", + "httpx>=0.27", + "pillow>=10.0", +] +``` + +Reinstall: `pip install -e ".[dev]"` + +- [ ] **Step 5: 테스트 통과 확인** + +Run: `pytest tests/test_pdf_render.py -v` +Expected: 3 passed + +- [ ] **Step 6: Commit** + +```bash +git add scripts/mock_server/ +git commit -m "feat(mock-server): PyMuPDF page renderer at 300dpi" +``` + +--- + +### Task 6: FastAPI Server — /ping + /hocr/sdk PDF 분기 (TDD) + +**Files:** +- Test: `scripts/mock_server/tests/test_server.py` +- Create: `scripts/mock_server/mock_server/server.py` + +- [ ] **Step 1: 실패 테스트 (ping + DLA_OCR happy path + unknown PDF)** + +`tests/test_server.py`: +```python +import hashlib +import json +import pytest +from fastapi.testclient import TestClient +from mock_server.server import create_app + + +@pytest.fixture +def client(sample_pdf_dir, sample_fixture_dir): + # Make sample_fixture_dir match sample_pdf_dir basenames (pdf001..pdf003) + # sample_fixture_dir already has pdf001/pdf002/pdf003 entries; OK. + app = create_app(pdf_dir=sample_pdf_dir, fixture_dir=sample_fixture_dir) + return TestClient(app) + + +def test_ping(client): + r = client.get("/ping") + assert r.status_code == 200 + + +def test_ping_via_v1_alias(client): + r = client.get("/api/v1/ping") + assert r.status_code == 200 + + +def test_dla_ocr_happy_path(client, sample_pdf_dir): + pdf_bytes = (sample_pdf_dir / "pdf001.pdf").read_bytes() + r = client.post( + "/hocr/sdk", + data={ + "REQUEST_ID": "odl-anything-dla-ocr", + "OPEN_API_NAME": "DOCUMENT_LAYOUT_WITH_OCR", + "DATA_FORMAT": "pdf", + }, + files={"FILE": ("document.pdf", pdf_bytes, "application/pdf")}, + ) + assert r.status_code == 200 + body = r.json() + assert body["SUCCESS"] is True + assert body["MSG"] == "SUCCESS" + assert body["RESULT"] == {"module": "DLA_OCR", "id": "pdf001"} + + +def test_dla_ocr_via_v1_alias(client, sample_pdf_dir): + pdf_bytes = (sample_pdf_dir / "pdf001.pdf").read_bytes() + r = client.post( + "/api/v1/hocr/sdk", + data={"REQUEST_ID": "x", "OPEN_API_NAME": "DOCUMENT_LAYOUT_WITH_OCR", "DATA_FORMAT": "pdf"}, + files={"FILE": ("document.pdf", pdf_bytes, "application/pdf")}, + ) + assert r.status_code == 200 + assert r.json()["SUCCESS"] is True + + +def test_unknown_pdf_returns_fixture_miss(client): + r = client.post( + "/hocr/sdk", + data={"REQUEST_ID": "x", "OPEN_API_NAME": "DOCUMENT_LAYOUT_WITH_OCR", "DATA_FORMAT": "pdf"}, + files={"FILE": ("u.pdf", b"UNKNOWN_PDF_BYTES", "application/pdf")}, + ) + assert r.status_code == 200 # mirror real server semantics + body = r.json() + assert body["SUCCESS"] is False + assert body["MSG"] == "FIXTURE_MISS" + assert "_mock_hint" in body + assert "sha256" in body["_mock_hint"] +``` + +- [ ] **Step 2: 실패 확인** + +Run: `pytest tests/test_server.py -v` +Expected: FAIL — module not found + +- [ ] **Step 3: 구현** + +`mock_server/server.py`: +```python +"""FastAPI app for hancom-ai HOCR SDK mock.""" +import hashlib +import logging +from pathlib import Path +from typing import Optional + +from fastapi import FastAPI, Form, UploadFile, File, APIRouter + +from .index import build_pdf_index, PdfIndex +from .lookup import lookup_pdf_module, lookup_image_module, FixtureMiss +from .request_id import parse_request_id +from .pdf_render import render_page_png + +LOGGER = logging.getLogger("mock_server") + + +def _envelope(request_id: str, success: bool, msg: str, result, hint: Optional[str] = None): + body = {"REQUEST_ID": request_id, "SUCCESS": success, "MSG": msg, "RESULT": result if isinstance(result, list) else [result]} + if hint is not None: + body["_mock_hint"] = hint + return body + + +def create_app(pdf_dir: Path, fixture_dir: Path) -> FastAPI: + pdf_index: PdfIndex = build_pdf_index(Path(pdf_dir)) + LOGGER.info("indexed %d PDFs", len(pdf_index)) + + app = FastAPI() + router = APIRouter() + + @router.get("/ping") + def ping(): + return {"status": "ok"} + + @router.post("/hocr/sdk") + async def hocr_sdk( + REQUEST_ID: str = Form(""), + OPEN_API_NAME: str = Form(...), + DATA_FORMAT: str = Form(...), + FILE: UploadFile = File(...), + ): + body = await FILE.read() + if DATA_FORMAT == "pdf": + sha = hashlib.sha256(body).hexdigest() + entry = pdf_index.get(sha) + if entry is None: + hint = f"sha256={sha[:12]}... not in {len(pdf_index)}-PDF index" + LOGGER.warning("FIXTURE_MISS pdf %s module=%s", sha[:12], OPEN_API_NAME) + return _envelope(REQUEST_ID, False, "FIXTURE_MISS", [], hint) + try: + data = lookup_pdf_module(Path(fixture_dir), OPEN_API_NAME, entry.basename) + except FixtureMiss as e: + LOGGER.warning("FIXTURE_MISS pdf-lookup %s: %s", entry.basename, e) + return _envelope(REQUEST_ID, False, "FIXTURE_MISS", [], str(e)) + return _envelope(REQUEST_ID, True, "SUCCESS", data) + # image branch (Task 7) + return _envelope(REQUEST_ID, False, "FIXTURE_MISS", [], "image branch not implemented yet") + + app.include_router(router) + app.include_router(router, prefix="/api/v1") + return app +``` + +- [ ] **Step 4: 테스트 통과 확인** + +Run: `pytest tests/test_server.py -v` +Expected: 5 passed (ping x2, DLA_OCR happy x2, unknown PDF) + +- [ ] **Step 5: Commit** + +```bash +git add scripts/mock_server/ +git commit -m "feat(mock-server): /ping + /hocr/sdk PDF branch with /api/v1 alias" +``` + +--- + +### Task 7: 이미지 분기 추가 (TDD) + +**Files:** +- Modify: `scripts/mock_server/mock_server/server.py` +- Modify: `scripts/mock_server/tests/test_server.py` + +- [ ] **Step 1: 추가 테스트 작성** + +Append to `tests/test_server.py`: +```python +def test_image_caption_happy_path(client, sample_pdf_dir): + # Compute sha_short for pdf001 + pdf_bytes = (sample_pdf_dir / "pdf001.pdf").read_bytes() + sha_short = hashlib.sha256(pdf_bytes).hexdigest()[:12] + r = client.post( + "/hocr/sdk", + data={ + "REQUEST_ID": f"odl-{sha_short}-p0-o5-caption", + "OPEN_API_NAME": "IMAGE_CAPTIONING", + "DATA_FORMAT": "image", + }, + files={"FILE": ("crop.png", b"\x89PNGfake", "image/png")}, + ) + assert r.status_code == 200 + body = r.json() + assert body["SUCCESS"] is True + assert body["RESULT"][0] == {"caption": "test"} + + +def test_image_unparsable_request_id(client): + r = client.post( + "/hocr/sdk", + data={ + "REQUEST_ID": "odl-bad", + "OPEN_API_NAME": "IMAGE_CAPTIONING", + "DATA_FORMAT": "image", + }, + files={"FILE": ("crop.png", b"\x89PNGfake", "image/png")}, + ) + assert r.status_code == 200 + body = r.json() + assert body["SUCCESS"] is False + assert "REQUEST_ID" in body["_mock_hint"] + + +def test_image_unknown_pdf_short(client): + r = client.post( + "/hocr/sdk", + data={ + "REQUEST_ID": "odl-ffffffffffff-p0-o0-caption", + "OPEN_API_NAME": "IMAGE_CAPTIONING", + "DATA_FORMAT": "image", + }, + files={"FILE": ("crop.png", b"\x89PNGfake", "image/png")}, + ) + body = r.json() + assert body["SUCCESS"] is False + assert "ffffffffffff" in body["_mock_hint"] + + +def test_image_tsr_regionlist_fallback(client, sample_pdf_dir): + pdf_bytes = (sample_pdf_dir / "pdf003.pdf").read_bytes() + sha_short = hashlib.sha256(pdf_bytes).hexdigest()[:12] + r = client.post( + "/hocr/sdk", + data={ + "REQUEST_ID": f"odl-{sha_short}-p0-o0-tsr", + "OPEN_API_NAME": "TABLE_STRUCTURE_RECOGNITION", + "DATA_FORMAT": "image", + }, + files={"FILE": ("crop.png", b"\x89PNGfake", "image/png")}, + ) + assert r.json()["RESULT"][0]["module"] == "TSR_regionlist" +``` + +- [ ] **Step 2: 실패 확인** + +Run: `pytest tests/test_server.py -v -k image` +Expected: 4 failed (image branch returns FIXTURE_MISS placeholder) + +- [ ] **Step 3: 이미지 분기 구현** + +In `mock_server/server.py`, replace the image branch placeholder line `# image branch (Task 7)` and the line below it with: + +```python + # image branch + parts = parse_request_id(REQUEST_ID) + if parts is None: + hint = f"REQUEST_ID does not match odl--p-o-" + LOGGER.warning("FIXTURE_MISS bad REQUEST_ID: %s", REQUEST_ID) + return _envelope(REQUEST_ID, False, "FIXTURE_MISS", [], hint) + entry = pdf_index.find_by_short(parts.sha_short) + if entry is None: + hint = f"sha_short={parts.sha_short} not in {len(pdf_index)}-PDF index" + LOGGER.warning("FIXTURE_MISS unknown sha_short: %s", parts.sha_short) + return _envelope(REQUEST_ID, False, "FIXTURE_MISS", [], hint) + try: + data = lookup_image_module( + Path(fixture_dir), parts.module, entry.basename, parts.page, parts.obj + ) + except FixtureMiss as e: + LOGGER.warning("FIXTURE_MISS image-lookup: %s", e) + return _envelope(REQUEST_ID, False, "FIXTURE_MISS", [], str(e)) + return _envelope(REQUEST_ID, True, "SUCCESS", data) +``` + +- [ ] **Step 4: 테스트 통과 확인** + +Run: `pytest tests/test_server.py -v` +Expected: 9 passed (5 from Task 6 + 4 new) + +- [ ] **Step 5: Commit** + +```bash +git add scripts/mock_server/ +git commit -m "feat(mock-server): image module branch with REQUEST_ID parsing" +``` + +--- + +### Task 8: pdf2img 엔드포인트 (TDD) + +**Files:** +- Modify: `scripts/mock_server/mock_server/server.py` +- Modify: `scripts/mock_server/tests/test_server.py` +- Modify: `scripts/mock_server/tests/conftest.py` (real PDF fixture) + +- [ ] **Step 1: conftest에 real PDF 추가 + 인덱스에 포함** + +Edit `tests/conftest.py`, replace `sample_pdf_dir` with: +```python +@pytest.fixture +def sample_pdf_dir(tmp_path): + """Create a tiny PDF dir: 3 fake byte files + 1 real PDF for pdf2img tests.""" + import fitz + d = tmp_path / "pdfs" + d.mkdir() + for i in range(1, 4): + (d / f"pdf{i:03d}.pdf").write_bytes(f"FAKE_PDF_CONTENT_{i}".encode()) + # real 2-page PDF named pdf004.pdf + doc = fitz.open() + doc.new_page(width=612, height=792) + doc.new_page(width=612, height=792) + doc.save(d / "pdf004.pdf") + doc.close() + return d +``` + +- [ ] **Step 2: 실패 테스트 추가** + +Append to `tests/test_server.py`: +```python +import base64 + + +def test_pdf2img_returns_base64_png(client, sample_pdf_dir): + pdf_bytes = (sample_pdf_dir / "pdf004.pdf").read_bytes() + r = client.post( + "/support/pdf2img", + data={"REQUEST_ID": "odl-pdf2img-0", "PAGE_INDEX": "0"}, + files={"FILE": ("document.pdf", pdf_bytes, "application/pdf")}, + ) + assert r.status_code == 200 + body = r.json() + assert body["SUCCESS"] is True + png_b64 = body["RESULT"][0]["RESULT"]["PAGE_PNG_DATA"] + assert png_b64 + assert base64.b64decode(png_b64)[:8] == b"\x89PNG\r\n\x1a\n" + + +def test_pdf2img_via_v1_alias(client, sample_pdf_dir): + pdf_bytes = (sample_pdf_dir / "pdf004.pdf").read_bytes() + r = client.post( + "/api/v1/support/pdf2img", + data={"REQUEST_ID": "x", "PAGE_INDEX": "1"}, + files={"FILE": ("d.pdf", pdf_bytes, "application/pdf")}, + ) + assert r.json()["SUCCESS"] is True + + +def test_pdf2img_unknown_pdf(client): + r = client.post( + "/support/pdf2img", + data={"REQUEST_ID": "x", "PAGE_INDEX": "0"}, + files={"FILE": ("u.pdf", b"NOT_INDEXED", "application/pdf")}, + ) + body = r.json() + assert body["SUCCESS"] is False + assert body["MSG"] == "FIXTURE_MISS" + + +def test_pdf2img_out_of_range(client, sample_pdf_dir): + pdf_bytes = (sample_pdf_dir / "pdf004.pdf").read_bytes() + r = client.post( + "/support/pdf2img", + data={"REQUEST_ID": "x", "PAGE_INDEX": "99"}, + files={"FILE": ("d.pdf", pdf_bytes, "application/pdf")}, + ) + body = r.json() + assert body["SUCCESS"] is False + assert "page_index" in body["_mock_hint"] +``` + +- [ ] **Step 3: 실패 확인** + +Run: `pytest tests/test_server.py -v -k pdf2img` +Expected: 4 failed (404 from FastAPI — endpoint not registered) + +- [ ] **Step 4: pdf2img 라우트 추가** + +In `mock_server/server.py`, inside `create_app` after the `/hocr/sdk` route, add: +```python + @router.post("/support/pdf2img") + async def pdf2img( + REQUEST_ID: str = Form(""), + PAGE_INDEX: int = Form(...), + FILE: UploadFile = File(...), + ): + body = await FILE.read() + sha = hashlib.sha256(body).hexdigest() + entry = pdf_index.get(sha) + if entry is None: + hint = f"sha256={sha[:12]}... not in {len(pdf_index)}-PDF index" + return _envelope(REQUEST_ID, False, "FIXTURE_MISS", [], hint) + try: + png_bytes = render_page_png(entry.path, PAGE_INDEX, dpi=300) + except IndexError as e: + return _envelope(REQUEST_ID, False, "FIXTURE_MISS", [], str(e)) + import base64 + b64 = base64.b64encode(png_bytes).decode("ascii") + return _envelope( + REQUEST_ID, True, "SUCCESS", + {"RESULT": {"PAGE_PNG_DATA": b64}}, + ) +``` + +- [ ] **Step 5: 테스트 통과 확인** + +Run: `pytest tests/test_server.py -v` +Expected: 13 passed + +- [ ] **Step 6: Commit** + +```bash +git add scripts/mock_server/ +git commit -m "feat(mock-server): /support/pdf2img with PyMuPDF dynamic rendering" +``` + +--- + +### Task 9: CLI 엔트리포인트 + +**Files:** +- Create: `scripts/mock_server/mock_server/__main__.py` + +- [ ] **Step 1: 구현** + +`mock_server/__main__.py`: +```python +"""CLI: python -m mock_server --pdf-dir ... --fixture-dir ... --port 18008""" +import argparse +import logging +import sys +from pathlib import Path + +import uvicorn + +from .server import create_app + + +def main(argv=None): + parser = argparse.ArgumentParser(prog="mock_server") + parser.add_argument("--pdf-dir", required=True, type=Path) + parser.add_argument("--fixture-dir", required=True, type=Path) + parser.add_argument("--port", type=int, default=18008) + parser.add_argument("--host", default="127.0.0.1") + args = parser.parse_args(argv) + + logging.basicConfig( + level=logging.INFO, + format="%(asctime)s %(levelname)s %(name)s %(message)s", + ) + + if not args.pdf_dir.is_dir(): + print(f"--pdf-dir not found: {args.pdf_dir}", file=sys.stderr) + sys.exit(2) + if not args.fixture_dir.is_dir(): + print(f"--fixture-dir not found: {args.fixture_dir}", file=sys.stderr) + sys.exit(2) + + app = create_app(pdf_dir=args.pdf_dir, fixture_dir=args.fixture_dir) + uvicorn.run(app, host=args.host, port=args.port, log_level="info") + + +if __name__ == "__main__": + main() +``` + +- [ ] **Step 2: smoke test — CLI 인자 검증** + +Run: +```bash +cd opendataloader-project/opendataloader-pdfua/scripts/mock_server +python -m mock_server --pdf-dir /nonexistent --fixture-dir /nonexistent +``` +Expected: exit code 2, stderr `--pdf-dir not found: /nonexistent` + +- [ ] **Step 3: 실제 데이터로 부팅 smoke test** + +Run (in a separate terminal or background, then kill): +```bash +python -m mock_server \ + --pdf-dir /Users/benedict/Workspace/opendataloader-project/opendataloader-bench/pdfs \ + --fixture-dir /Users/benedict/Workspace/bundolee/kb-odl/raw/4-기술/2026-04-16_Q2-기술-ctx_hancom-ai-a11y_출력데이터-스키마 \ + --port 18008 & +sleep 2 +curl -s http://127.0.0.1:18008/ping +kill %1 +``` +Expected: log `indexed 200 PDFs`, curl returns `{"status":"ok"}`. + +- [ ] **Step 4: Commit** + +```bash +git add scripts/mock_server/ +git commit -m "feat(mock-server): CLI entrypoint with arg validation" +``` + +--- + +### Task 10: README 마무리 + E2E 절차 기록 + +**Files:** +- Modify: `scripts/mock_server/README.md` + +- [ ] **Step 1: README 확장** + +Replace `mock_server/README.md` with: +```markdown +# Hancom AI Mock Server + +Fixture-replay mock for [HancomAIClient.java](../../../opendataloader-pdf/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAIClient.java). + +Spec: `bundolee/kb-odl/raw/4-기술/2026-04-18_Q2-DEV-02-Code_hancom-ai-mock-server-design.md` + +## Setup + +```bash +cd opendataloader-pdfua/scripts/mock_server +pip install -e ".[dev]" +``` + +## Run + +```bash +python -m mock_server \ + --pdf-dir /Users/benedict/Workspace/opendataloader-project/opendataloader-bench/pdfs \ + --fixture-dir /Users/benedict/Workspace/bundolee/kb-odl/raw/4-기술/2026-04-16_Q2-기술-ctx_hancom-ai-a11y_출력데이터-스키마 \ + --port 18008 +``` + +Expect log: `indexed 200 PDFs, listening on :18008`. + +## Endpoints + +| Method | Path (and `/api/v1/` alias) | Purpose | +|---|---|---| +| GET | `/ping` | Health check (HTTP 200) | +| POST | `/hocr/sdk` | All 6 modules (DATA_FORMAT distinguishes pdf vs image) | +| POST | `/support/pdf2img` | 300dpi PNG, base64 encoded | + +## REQUEST_ID Convention + +Image-input modules (TSR / IMAGE_CAPTIONING / CHART_IMAGE_UNDERSTANDING) require: + +``` +odl-{sha_short}-p{page}-o{obj}-{module_short} +``` + +- `sha_short` = first 12 hex chars of source PDF SHA256 +- `module_short` ∈ {`caption`, `chart`, `tsr`} + +PDF-input modules (DLA_OCR / DLA / OCR / TSR-pdf / pdf2img) match via SHA256 of FILE bytes; REQUEST_ID is informational. + +The Java client patch (Phase 2 of the plan) builds these IDs automatically. + +## End-to-End Smoke Test + +After both Phase 1 (server) and Phase 2 (client patch) are merged: + +```bash +# Terminal 1 +python -m mock_server --pdf-dir ... --fixture-dir ... --port 18008 + +# Terminal 2 — pdfua against the mock +cd opendataloader-project/opendataloader-pdfua +mvn package -q +java -jar target/*.jar \ + --input /path/to/opendataloader-bench/pdfs/01030000000001.pdf \ + --output /tmp/out \ + --hybrid hancom-ai \ + --hybrid-url http://localhost:18008 +``` + +Expected: tagged PDF appears in `/tmp/out`, server log shows DLA_OCR + pdf2img + TSR + IMAGE_CAPTIONING calls all returning SUCCESS. + +## Tests + +```bash +pytest -v +``` + +Expected: ~22 tests pass. + +## FIXTURE_MISS Debugging + +When `SUCCESS:false`, response includes `_mock_hint`: + +- `sha256=... not in 200-PDF index` → input PDF is not in the recorded benchmark set; either add it or use a benchmark PDF. +- `REQUEST_ID does not match odl--p-o-<...>` → client did not apply the REQUEST_ID convention; check Phase 2 patch. +- `no FIXTURE_<...>` → the recorded set lacks this specific page/object; this can happen for new combinations. +``` + +- [ ] **Step 2: Commit** + +```bash +git add scripts/mock_server/README.md +git commit -m "docs(mock-server): README with endpoints, REQUEST_ID convention, E2E smoke" +``` + +--- + +## Phase 2 — Client Patch (4 tasks) + +### Task 11: Test for REQUEST_ID building (TDD) + +**Files:** +- Create: `opendataloader-project/opendataloader-pdf/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomAIClientRequestIdTest.java` + +- [ ] **Step 1: 실패 테스트 작성** + +`HancomAIClientRequestIdTest.java`: +```java +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.ObjectMapper; +import okhttp3.OkHttpClient; +import okhttp3.mockwebserver.MockResponse; +import okhttp3.mockwebserver.MockWebServer; +import okhttp3.mockwebserver.RecordedRequest; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; + +import java.io.ByteArrayOutputStream; +import java.security.MessageDigest; +import java.util.HexFormat; + +import static org.junit.jupiter.api.Assertions.assertTrue; + +class HancomAIClientRequestIdTest { + + private MockWebServer server; + private HancomAIClient client; + + @BeforeEach + void setUp() throws Exception { + server = new MockWebServer(); + server.start(); + client = new HancomAIClient( + server.url("").toString().replaceAll("/$", ""), + new OkHttpClient(), + new ObjectMapper() + ); + } + + @AfterEach + void tearDown() throws Exception { + server.shutdown(); + } + + @Test + void callModule_request_id_includes_sha_short() throws Exception { + byte[] pdfBytes = "PDF_CONTENT_FOR_TEST".getBytes(); + String shaShort = sha256Hex(pdfBytes).substring(0, 12); + + server.enqueue(new MockResponse() + .setResponseCode(200) + .setBody("{\"SUCCESS\":true,\"RESULT\":[]}")); + + // invokeCallModule is a package-private test hook added by the patch. + client.invokeCallModule(pdfBytes, "DOCUMENT_LAYOUT_WITH_OCR"); + + RecordedRequest req = server.takeRequest(); + String body = req.getBody().readUtf8(); + assertTrue(body.contains("odl-" + shaShort + "-dla-ocr"), + "REQUEST_ID should include sha_short and module short name; body=" + body); + } + + @Test + void callImageCaptioning_request_id_includes_page_obj() throws Exception { + byte[] pdfBytes = "PDF_CONTENT_FOR_TEST".getBytes(); + String shaShort = sha256Hex(pdfBytes).substring(0, 12); + client.setSourcePdfShaShort(shaShort); // test hook + + server.enqueue(new MockResponse() + .setResponseCode(200) + .setBody("{\"SUCCESS\":true,\"RESULT\":[[{\"caption\":\"x\"}]]}")); + + client.invokeCallImageCaptioning(new byte[]{1, 2, 3}, /*pageNum*/ 2, /*objectId*/ 7); + + RecordedRequest req = server.takeRequest(); + String body = req.getBody().readUtf8(); + assertTrue(body.contains("odl-" + shaShort + "-p2-o7-caption"), + "image REQUEST_ID format mismatch; body=" + body); + } + + private static String sha256Hex(byte[] b) throws Exception { + MessageDigest md = MessageDigest.getInstance("SHA-256"); + return HexFormat.of().formatHex(md.digest(b)); + } +} +``` + +- [ ] **Step 2: pom.xml에 mockwebserver 의존성 확인** + +Run: `grep -n "mockwebserver" opendataloader-project/opendataloader-pdf/java/opendataloader-pdf-core/pom.xml` +Expected: dependency line exists. If not, add to `pom.xml` ``: +```xml + + com.squareup.okhttp3 + mockwebserver + 4.12.0 + test + +``` + +- [ ] **Step 3: 실패 확인** + +Run: +```bash +cd opendataloader-project/opendataloader-pdf/java +mvn -pl opendataloader-pdf-core test -Dtest=HancomAIClientRequestIdTest +``` +Expected: COMPILE FAIL — `invokeCallModule`, `invokeCallImageCaptioning`, `setSourcePdfShaShort` not defined. + +- [ ] **Step 4: Commit (test only, expecting fail)** + +```bash +cd opendataloader-project/opendataloader-pdf +git add java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomAIClientRequestIdTest.java java/opendataloader-pdf-core/pom.xml +git commit -m "test(hybrid): failing test for HancomAIClient REQUEST_ID convention" +``` + +--- + +### Task 12: HancomAIClient 패치 — REQUEST_ID 빌드 + +**Files:** +- Modify: `opendataloader-project/opendataloader-pdf/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAIClient.java` + +- [ ] **Step 1: SHA256 헬퍼 + 인스턴스 필드 + 모듈 단축명 맵 추가** + +In `HancomAIClient.java` after the existing instance field declarations (after `private final HybridConfig config;`), add: +```java + private String sourcePdfShaShort = "unknown"; + + private static final java.util.Map MODULE_SHORT; + static { + java.util.Map m = new java.util.HashMap<>(); + m.put("DOCUMENT_LAYOUT_WITH_OCR", "dla-ocr"); + m.put("DOCUMENT_LAYOUT_ANALYSIS", "dla"); + m.put("TEXT_RECOGNITION", "ocr"); + m.put("TABLE_STRUCTURE_RECOGNITION", "tsr"); + m.put("IMAGE_CAPTIONING", "caption"); + m.put("CHART_IMAGE_UNDERSTANDING", "chart"); + MODULE_SHORT = java.util.Collections.unmodifiableMap(m); + } + + private static String sha256ShortHex(byte[] data) { + try { + java.security.MessageDigest md = java.security.MessageDigest.getInstance("SHA-256"); + byte[] hash = md.digest(data); + StringBuilder sb = new StringBuilder(12); + for (int i = 0; i < 6; i++) sb.append(String.format("%02x", hash[i])); + return sb.toString(); + } catch (java.security.NoSuchAlgorithmException e) { + return "nohash000000"; + } + } + + // Test hook + void setSourcePdfShaShort(String s) { this.sourcePdfShaShort = s; } +``` + +- [ ] **Step 2: `convert(HybridRequest)` 진입에서 SHA 계산** + +In `convert(...)` method, immediately after `byte[] pdfBytes = request.getPdfBytes();`, add: +```java + this.sourcePdfShaShort = sha256ShortHex(pdfBytes); +``` + +- [ ] **Step 3: `callModule` REQUEST_ID 변경** + +In `callModule(byte[] pdfBytes, String moduleName)` method, replace the line: +```java + .addFormDataPart("REQUEST_ID", "odl-" + moduleName) +``` +with: +```java + .addFormDataPart("REQUEST_ID", + "odl-" + sourcePdfShaShort + "-" + MODULE_SHORT.getOrDefault(moduleName, moduleName)) +``` + +- [ ] **Step 4: `callModuleImage` 시그니처 + REQUEST_ID 변경** + +Replace the entire `callModuleImage` method with: +```java + private JsonNode callModuleImage(byte[] pngBytes, String moduleName, int pageNum, int objectId) throws IOException { + String moduleShort = MODULE_SHORT.getOrDefault(moduleName, moduleName); + String requestId = "odl-" + sourcePdfShaShort + "-p" + pageNum + "-o" + objectId + "-" + moduleShort; + MultipartBody body = new MultipartBody.Builder() + .setType(MultipartBody.FORM) + .addFormDataPart("REQUEST_ID", requestId) + .addFormDataPart("OPEN_API_NAME", moduleName) + .addFormDataPart("DATA_FORMAT", "image") + .addFormDataPart("FILE", "crop.png", + RequestBody.create(pngBytes, MEDIA_TYPE_PNG)) + .build(); + + Request httpRequest = new Request.Builder() + .url(baseUrl + SDK_ENDPOINT) + .post(body) + .build(); + + LOGGER.log(Level.FINE, "Calling Hancom AI module (image): {0} [{1}]", + new Object[]{moduleName, requestId}); + + try (Response response = httpClient.newCall(httpRequest).execute()) { + if (!response.isSuccessful()) { + ResponseBody respBody = response.body(); + String errorMsg = respBody != null ? respBody.string() : ""; + LOGGER.log(Level.WARNING, "Hancom AI module {0} (image) returned HTTP {1}: {2}", + new Object[]{moduleName, response.code(), errorMsg}); + return objectMapper.createArrayNode(); + } + + ResponseBody respBody = response.body(); + if (respBody == null) { + return objectMapper.createArrayNode(); + } + + JsonNode root = objectMapper.readTree(respBody.string()); + boolean success = root.has("SUCCESS") && root.get("SUCCESS").asBoolean(); + if (!success) { + LOGGER.log(Level.WARNING, "Hancom AI module {0} (image) returned SUCCESS=false: {1}", + new Object[]{moduleName, root.has("MSG") ? root.get("MSG").asText() : ""}); + return objectMapper.createArrayNode(); + } + + JsonNode result = root.get("RESULT"); + return result != null ? result : objectMapper.createArrayNode(); + } + } +``` + +Update the single existing call site of `callModuleImage` (line ~410 in original, inside `recognizeTableStructures`) — find: +```java + JsonNode tsrResult = callModuleImage(cropPng, "TABLE_STRUCTURE_RECOGNITION"); +``` +and replace with: +```java + int objId = obj.has("object_id") ? obj.get("object_id").asInt() : -1; + JsonNode tsrResult = callModuleImage(cropPng, "TABLE_STRUCTURE_RECOGNITION", pageNum, objId); +``` + +- [ ] **Step 5: `callImageCaptioning` 시그니처 + REQUEST_ID 변경** + +Replace the `callImageCaptioning` method signature and body with: +```java + private String callImageCaptioning(byte[] pngBytes, int pageNum, int objectId) throws IOException { + String requestId = "odl-" + sourcePdfShaShort + "-p" + pageNum + "-o" + objectId + "-caption"; + MultipartBody body = new MultipartBody.Builder() + .setType(MultipartBody.FORM) + .addFormDataPart("REQUEST_ID", requestId) + .addFormDataPart("OPEN_API_NAME", "IMAGE_CAPTIONING") + .addFormDataPart("DATA_FORMAT", "image") + .addFormDataPart("FILE", "figure.png", + RequestBody.create(pngBytes, MEDIA_TYPE_PNG)) + .build(); + + Request httpRequest = new Request.Builder() + .url(baseUrl + SDK_ENDPOINT) + .post(body) + .build(); + + try (Response response = httpClient.newCall(httpRequest).execute()) { + if (!response.isSuccessful()) return null; + + ResponseBody respBody = response.body(); + if (respBody == null) return null; + + JsonNode root = objectMapper.readTree(respBody.string()); + if (!root.has("SUCCESS") || !root.get("SUCCESS").asBoolean()) return null; + + JsonNode result = root.get("RESULT"); + if (result == null || !result.isArray() || result.size() == 0) return null; + + JsonNode page = result.get(0); + if (page.isArray() && page.size() > 0) page = page.get(0); + + return page.has("caption") ? page.get("caption").asText("") : null; + } + } +``` + +Update the single existing call site (inside `captionFigures`, line ~294 in original) — find: +```java + String caption = callImageCaptioning(croppedPng); +``` +and replace with: +```java + int objIdForCaption = fig.has("object_id") ? fig.get("object_id").asInt() : -1; + String caption = callImageCaptioning(croppedPng, pageNum, objIdForCaption); +``` + +- [ ] **Step 6: `fetchPageImage` REQUEST_ID 강화 (mock 매칭 무관, 디버그 일관성)** + +In `fetchPageImage(...)`, replace: +```java + .addFormDataPart("REQUEST_ID", "odl-pdf2img-" + pageIndex) +``` +with: +```java + .addFormDataPart("REQUEST_ID", + "odl-" + sourcePdfShaShort + "-pdf2img-p" + pageIndex) +``` + +- [ ] **Step 7: 테스트 hook 메서드 추가 (package-private)** + +At the very bottom of the class (before the closing `}`), add: +```java + // --- Test hooks (package-private) --- + + void invokeCallModule(byte[] pdfBytes, String moduleName) throws IOException { + this.sourcePdfShaShort = sha256ShortHex(pdfBytes); + callModule(pdfBytes, moduleName); + } + + void invokeCallImageCaptioning(byte[] pngBytes, int pageNum, int objectId) throws IOException { + callImageCaptioning(pngBytes, pageNum, objectId); + } +``` + +- [ ] **Step 8: 컴파일 + 새 테스트 통과 확인** + +Run: +```bash +cd opendataloader-project/opendataloader-pdf/java +mvn -pl opendataloader-pdf-core test -Dtest=HancomAIClientRequestIdTest +``` +Expected: 2 passed. + +- [ ] **Step 9: 기존 테스트도 회귀 없는지 확인** + +Run: +```bash +mvn -pl opendataloader-pdf-core test +``` +Expected: BUILD SUCCESS, all tests pass. + +- [ ] **Step 10: Commit** + +```bash +cd opendataloader-project/opendataloader-pdf +git add java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAIClient.java +git commit -m "feat(hybrid): HancomAIClient REQUEST_ID convention with sha-short, page, obj + +For mock-server fixture lookup. Real Hancom AI server treats REQUEST_ID +as opaque client-defined string; no behavior change there. + +Spec: bundolee/kb-odl/.../2026-04-18_Q2-DEV-02-Code_hancom-ai-mock-server-design.md" +``` + +--- + +### Task 13: 통합 smoke — pdfua → mock 전체 호출 체인 + +**Files:** (코드 변경 없음, 검증만) + +- [ ] **Step 1: pdf-core 로컬 install** + +Run: +```bash +cd opendataloader-project/opendataloader-pdf/java +mvn -pl opendataloader-pdf-core install -DskipTests +``` +Expected: BUILD SUCCESS, artifact installed to `~/.m2`. + +- [ ] **Step 2: pdfua 빌드** + +Run: +```bash +cd opendataloader-project/opendataloader-pdfua +mvn package -DskipTests +``` +Expected: BUILD SUCCESS, jar at `target/`. + +- [ ] **Step 3: mock 서버 백그라운드 기동** + +Run: +```bash +cd opendataloader-project/opendataloader-pdfua/scripts/mock_server +python -m mock_server \ + --pdf-dir /Users/benedict/Workspace/opendataloader-project/opendataloader-bench/pdfs \ + --fixture-dir /Users/benedict/Workspace/bundolee/kb-odl/raw/4-기술/2026-04-16_Q2-기술-ctx_hancom-ai-a11y_출력데이터-스키마 \ + --port 18008 > /tmp/mock-server.log 2>&1 & +sleep 2 +curl -sf http://127.0.0.1:18008/ping +``` +Expected: `{"status":"ok"}`, log contains `indexed 200 PDFs`. + +- [ ] **Step 4: pdfua 실행** + +Run: +```bash +mkdir -p /tmp/mock-out +cd opendataloader-project/opendataloader-pdfua +java -jar target/*.jar \ + --input /Users/benedict/Workspace/opendataloader-project/opendataloader-bench/pdfs/01030000000001.pdf \ + --output /tmp/mock-out \ + --hybrid hancom-ai \ + --hybrid-url http://localhost:18008 +``` +Expected: exit 0, output PDF in `/tmp/mock-out/`, server log shows DLA_OCR + pdf2img + (TSR or IMAGE_CAPTIONING based on document) all SUCCESS. + +- [ ] **Step 5: FIXTURE_MISS 의도적 트리거 — 외부 PDF** + +Run: +```bash +echo "%PDF-1.4 fake" > /tmp/notindexed.pdf +java -jar opendataloader-project/opendataloader-pdfua/target/*.jar \ + --input /tmp/notindexed.pdf \ + --output /tmp/mock-out2 \ + --hybrid hancom-ai \ + --hybrid-url http://localhost:18008 +``` +Expected: server log contains `FIXTURE_MISS pdf` warning with sha prefix; pdfua may either fail loud or fall back gracefully — record actual behavior in commit message. + +- [ ] **Step 6: 서버 종료 + 로그 보존** + +Run: +```bash +kill %1 || pkill -f "python -m mock_server" +cp /tmp/mock-server.log opendataloader-project/opendataloader-pdfua/scripts/mock_server/e2e-smoke.log +``` + +- [ ] **Step 7: 결과 검토 + commit** + +Run: +```bash +ls -la /tmp/mock-out/ +head -50 opendataloader-project/opendataloader-pdfua/scripts/mock_server/e2e-smoke.log +``` + +```bash +cd opendataloader-project/opendataloader-pdfua +git add scripts/mock_server/e2e-smoke.log +git commit -m "chore(mock-server): record e2e smoke log against benchmark PDF #01030000000001" +``` + +--- + +### Task 14: 회의록에 완료 보고 추가 + +**Files:** +- Modify: `bundolee/kb-odl/raw/운영/회의록/2026-04-16_hancom-ai-a11y_2차회의-매핑표-리뷰.md` (다음 액션 표 업데이트) 또는 별도 진행 보고 + +- [ ] **Step 1: 회의록 다음 액션 표 갱신** + +In the meeting notes' "다음 액션" table (around line 63), find rows referencing the blocked development and append a status note. If unsure where, add a new row below the existing table: + +```markdown +| 8 | hancom-ai mock 서버 + client REQUEST_ID 패치 완료 | 기술 | 2026-04-18 — transformer 재설계 막힘 해소 | +``` + +- [ ] **Step 2: Commit (in kb-odl)** + +```bash +cd /Users/benedict/Workspace/bundolee/kb-odl +git add "raw/운영/회의록/2026-04-16_hancom-ai-a11y_2차회의-매핑표-리뷰.md" +git commit -m "회의록 갱신: hancom-ai mock 서버 구축 완료, transformer 재설계 unblock" +``` + +--- + +## Self-Review Checklist (작성자 자체 검증) + +**Spec coverage:** +- ✅ 6개 모듈 (DLA_OCR/DLA/OCR/TSR/IMAGE_CAPTIONING/CHART) — Task 4 lookup, Task 6/7 server +- ✅ pdf2img 동적 변환 — Task 5 renderer, Task 8 endpoint +- ✅ /ping 엔드포인트 — Task 6 +- ✅ /api/v1 alias — Task 6 +- ✅ DATA_FORMAT 분기 — Task 6/7 +- ✅ TSR_regionlist 폴백 — Task 4 +- ✅ Unknown PDF FIXTURE_MISS — Task 6 +- ✅ Client 패치 (REQUEST_ID 규약 6개 모듈 단축명, sha_short, page, obj) — Task 11/12 +- ✅ E2E smoke — Task 13 + +**Placeholder scan:** TBD/TODO/"구현 나중에" 없음. 모든 코드 step에 완전한 코드 블록 첨부. + +**Type consistency:** `RequestIdParts(sha_short, page, obj, module)` 일관, `MODULE_TO_DIR`(server-side mapping) vs `MODULE_SHORT`(client-side mapping) 분리 명확. `lookup_image_module(..., module_short, basename, page, obj)` 시그니처 일관. + +**Java 컴파일 위험요소:** +- `HexFormat`은 Java 17+. 만약 빌드 타깃이 Java 8/11이면 테스트에서 직접 hex 변환 헬퍼로 대체 필요. Task 11 Step 1 컴파일 실패 시 즉시 발견. +- mockwebserver 의존성 추가 필요 (Task 11 Step 2에서 검증). + +--- + +## Execution Handoff + +Plan complete and saved to `opendataloader-project/opendataloader-pdf/docs/superpowers/plans/2026-04-18-hancom-ai-mock-server.md`. + +Two execution options: + +1. **Subagent-Driven (recommended)** — fresh subagent per task with two-stage review between tasks. Best for this plan since it spans two repos (Python + Java) and has a clear TDD rhythm. + +2. **Inline Execution** — execute tasks in this session with checkpoints. Faster turnaround but heavier on the main context. + +Which approach? diff --git a/docs/superpowers/plans/2026-04-29-hybrid-hancom-ai-options.md b/docs/superpowers/plans/2026-04-29-hybrid-hancom-ai-options.md new file mode 100644 index 0000000..cc7c973 --- /dev/null +++ b/docs/superpowers/plans/2026-04-29-hybrid-hancom-ai-options.md @@ -0,0 +1,1265 @@ +# Hybrid hancom-ai Options & CLI Refactoring Implementation Plan + +> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking. + +**Goal:** Expose 5 hancom-ai-specific knobs as `--hybrid-hancom-ai-*` CLI options, then refactor `CLIOptions` so opendataloader-pdfua reuses the entire core option set instead of redefining its own. + +**Architecture:** Three independent commits. (1) Add 5 options + gate validation in core. (2) Extract `addAllTo` / `applyAllTo` public API on `CLIOptions`. (3) Refactor pdfua's `Main.java` and `RemediationConfig` to consume that API; collapse 9 `RemediationConfig` constructors into a Builder; embed `Config` directly. Hard-break removed getters since all call sites are internal/test. + +**Tech Stack:** Java 11, Apache Commons CLI, JUnit 5, Maven multi-module (`opendataloader-pdf-core`, `opendataloader-pdf-cli`, `opendataloader-pdfua`). + +--- + +## File Structure + +**opendataloader-pdf (core)** + +| File | Action | Responsibility | +|---|---|---| +| `java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java` | Modify | Add 5 option constants, 5 OPTION_DEFINITIONS entries, parsing in `applyHybridOptions`, hancom-ai gate. Add public `addAllTo(Options)` and `applyAllTo(Config, CommandLine)`. | +| `java/opendataloader-pdf-cli/src/test/java/org/opendataloader/pdf/cli/CLIOptionsTest.java` | Modify | Tests for each new option's parsing + gate enforcement. | +| `options.json` (root) | Regenerate | Auto-generated from `CLIOptions` via `npm run sync`. | +| Python/Node bindings | Regenerate | Auto-generated by `npm run sync`. | + +**opendataloader-pdfua** + +| File | Action | Responsibility | +|---|---|---| +| `src/main/java/org/opendataloader/pdf/Main.java` | Modify | Replace self-defined hybrid options with `CLIOptions.addAllTo()`. Add `applyPdfuaDefaults()`. Use new `RemediationConfig.Builder`. | +| `src/main/java/org/opendataloader/pdf/remediation/RemediationConfig.java` | Modify | Embed core `Config`. Replace 9 constructors with one Builder. Remove `getHybridUrl()` / `getHybridMode()` (delegate via `getHybridConfig()`). | +| `src/main/java/org/opendataloader/pdf/remediation/RemediationProcessor.java` | Modify | Replace per-field hybrid forwarding (lines 163-170) with `config = remediationConfig.getCoreConfig()`. | +| `src/test/java/.../AuditBundleEmitterTest.java` | Modify | Switch to Builder. | +| `src/test/java/.../CertificateIssuerTest.java` | Modify | Switch to Builder (4 instantiations). | +| `src/test/java/.../AuditManifestBuilderTest.java` | Modify | Switch to Builder (4 instantiations). | +| `src/test/java/.../RemediationConfigAuditBundleTest.java` | Modify | Switch to Builder. | + +--- + +## Phase 1 — Add 5 hybrid-hancom-ai-* options to core + +### Task 1.1: Add option name + description constants + +**Files:** +- Modify: `opendataloader-pdf/java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java` (insert after line 137, the existing `HYBRID_FALLBACK_DESC`) + +- [ ] **Step 1: Add the 5 long-option constants and descriptions** + +Insert after the `HYBRID_FALLBACK_DESC` block (currently around line 137) and before the `// ===== Stdout Output =====` section header: + +```java + // ===== Hybrid hancom-ai backend-specific ===== + private static final String HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION = + "hybrid-hancom-ai-regionlist-strategy"; + private static final String HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_DESC = + "DLA label 7 (regionlist) handling. Requires --hybrid=hancom-ai. " + + "Values: table-first (default; check TSR overlap), list-only (skip TSR, always treat as list)"; + + private static final String HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION = + "hybrid-hancom-ai-ocr-strategy"; + private static final String HYBRID_HANCOM_AI_OCR_STRATEGY_DESC = + "OCR strategy. Requires --hybrid=hancom-ai. " + + "Values: off (stream-only), auto (default; stream first, OCR fallback), force (OCR-only)"; + + private static final String HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION = + "hybrid-hancom-ai-image-cache"; + private static final String HYBRID_HANCOM_AI_IMAGE_CACHE_DESC = + "Page image cache backing. Requires --hybrid=hancom-ai. " + + "Values: memory (default), disk"; + + private static final String HYBRID_HANCOM_AI_SAVE_CROPS_LONG_OPTION = + "hybrid-hancom-ai-save-crops"; + private static final String HYBRID_HANCOM_AI_SAVE_CROPS_DESC = + "Persist cropped figure images to disk for debugging. Requires --hybrid=hancom-ai"; + + private static final String HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION = + "hybrid-hancom-ai-crop-output-dir"; + private static final String HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_DESC = + "Output directory for --hybrid-hancom-ai-save-crops. Requires --hybrid=hancom-ai"; +``` + +- [ ] **Step 2: Verify file still compiles** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli compile -DskipTests -q` +Expected: BUILD SUCCESS (constants added but unused — no warning since `private static final` is fine). + +- [ ] **Step 3: Commit** + +```bash +cd opendataloader-pdf && git add java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java +git commit -m "$(cat <<'EOF' +feat(cli): add --hybrid-hancom-ai-* option name constants + +Defines long-name and description constants for 5 hancom-ai-specific +flags. Wiring into OPTION_DEFINITIONS and parser comes in subsequent +commits. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 1.2: Register options in OPTION_DEFINITIONS + +**Files:** +- Modify: `opendataloader-pdf/java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java` (the `OPTION_DEFINITIONS` list, currently lines 166-208) + +- [ ] **Step 1: Add 3 exported entries to OPTION_DEFINITIONS (after `HYBRID_FALLBACK_LONG_OPTION` line, around line 196)** + +Insert these three lines immediately after the `new OptionDefinition(HYBRID_FALLBACK_LONG_OPTION, ...)` line and before the `new OptionDefinition(TO_STDOUT_LONG_OPTION, ...)` line: + +```java + new OptionDefinition(HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION, null, "string", + "table-first", HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_DESC, true), + new OptionDefinition(HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION, null, "string", + "auto", HYBRID_HANCOM_AI_OCR_STRATEGY_DESC, true), + new OptionDefinition(HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION, null, "string", + "memory", HYBRID_HANCOM_AI_IMAGE_CACHE_DESC, true), +``` + +- [ ] **Step 2: Add 2 hidden entries (exported=false) after the legacy options block (around line 208)** + +Insert after the `NO_JSON_REPORT_LONG_OPTION` line (the last legacy entry). Note the trailing `)`/`;` of the list — adjust so the new lines come **before** the closing `)`: + +```java + new OptionDefinition(HYBRID_HANCOM_AI_SAVE_CROPS_LONG_OPTION, null, "boolean", + false, HYBRID_HANCOM_AI_SAVE_CROPS_DESC, false), + new OptionDefinition(HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION, null, "string", + null, HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_DESC, false), +``` + +- [ ] **Step 3: Add a "options registered" sanity test** + +Modify `opendataloader-pdf/java/opendataloader-pdf-cli/src/test/java/org/opendataloader/pdf/cli/CLIOptionsTest.java` — append the following test methods at the end of the class (before the closing `}`): + +```java + @Test + void testDefineOptions_containsHybridHancomAiRegionlistStrategy() { + assertTrue(options.hasOption("hybrid-hancom-ai-regionlist-strategy")); + } + + @Test + void testDefineOptions_containsHybridHancomAiOcrStrategy() { + assertTrue(options.hasOption("hybrid-hancom-ai-ocr-strategy")); + } + + @Test + void testDefineOptions_containsHybridHancomAiImageCache() { + assertTrue(options.hasOption("hybrid-hancom-ai-image-cache")); + } + + @Test + void testDefineOptions_containsHybridHancomAiSaveCrops() { + assertTrue(options.hasOption("hybrid-hancom-ai-save-crops")); + } + + @Test + void testDefineOptions_containsHybridHancomAiCropOutputDir() { + assertTrue(options.hasOption("hybrid-hancom-ai-crop-output-dir")); + } +``` + +- [ ] **Step 4: Run the sanity tests** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -Dtest=CLIOptionsTest -q` +Expected: All 5 new tests PASS. (No parsing yet — these only verify Apache Commons CLI registration.) + +- [ ] **Step 5: Commit** + +```bash +cd opendataloader-pdf && git add java/opendataloader-pdf-cli +git commit -m "$(cat <<'EOF' +feat(cli): register --hybrid-hancom-ai-* in OPTION_DEFINITIONS + +Three options (regionlist-strategy, ocr-strategy, image-cache) are +exported to options.json and wrapper bindings; two debug options +(save-crops, crop-output-dir) stay hidden via exported=false. + +Sanity tests verify Apache Commons CLI registration. Parsing logic +and Config wiring come next. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 1.3: Parse new options into HybridConfig + +**Files:** +- Modify: `opendataloader-pdf/java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java` — `applyHybridOptions()` method (around lines 463-557) + +- [ ] **Step 1: Write failing test for `--hybrid-hancom-ai-regionlist-strategy=list-only`** + +Append to `CLIOptionsTest.java`: + +```java + @Test + void testCreateConfig_withHybridHancomAiRegionlistStrategy() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-regionlist-strategy", "list-only", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertEquals("list-only", config.getHybridConfig().getRegionlistStrategy()); + } +``` + +- [ ] **Step 2: Run, expect FAIL** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -Dtest=CLIOptionsTest#testCreateConfig_withHybridHancomAiRegionlistStrategy -q` +Expected: FAIL — value still default `table-first` because parsing hasn't been added yet. + +- [ ] **Step 3: Add parsing for all 5 new options** + +Insert this block inside `applyHybridOptions()`, immediately after the existing `if (commandLine.hasOption(HYBRID_FALLBACK_LONG_OPTION)) { config.getHybridConfig().setFallbackToJava(true); }` line and before `if (commandLine.hasOption(TO_STDOUT_LONG_OPTION)) { ... }`: + +```java + if (commandLine.hasOption(HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION)) { + String value = commandLine.getOptionValue(HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION); + if (value != null && !value.trim().isEmpty()) { + config.getHybridConfig().setRegionlistStrategy(value.trim().toLowerCase(Locale.ROOT)); + } + } + if (commandLine.hasOption(HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION)) { + String value = commandLine.getOptionValue(HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION); + if (value != null && !value.trim().isEmpty()) { + config.getHybridConfig().setOcrStrategy(value.trim().toLowerCase(Locale.ROOT)); + } + } + if (commandLine.hasOption(HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION)) { + String value = commandLine.getOptionValue(HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION); + if (value != null && !value.trim().isEmpty()) { + config.getHybridConfig().setImageCache(value.trim().toLowerCase(Locale.ROOT)); + } + } + if (commandLine.hasOption(HYBRID_HANCOM_AI_SAVE_CROPS_LONG_OPTION)) { + config.getHybridConfig().setSaveCrops(true); + } + if (commandLine.hasOption(HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION)) { + String value = commandLine.getOptionValue(HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION); + if (value != null && !value.trim().isEmpty()) { + config.getHybridConfig().setCropOutputDir(value.trim()); + } + } +``` + +- [ ] **Step 4: Run the test, expect PASS** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -Dtest=CLIOptionsTest#testCreateConfig_withHybridHancomAiRegionlistStrategy -q` +Expected: PASS. + +- [ ] **Step 5: Add coverage tests for the other four options** + +Append to `CLIOptionsTest.java`: + +```java + @Test + void testCreateConfig_withHybridHancomAiOcrStrategy() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-ocr-strategy", "force", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertEquals("force", config.getHybridConfig().getOcrStrategy()); + } + + @Test + void testCreateConfig_withHybridHancomAiImageCache() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-image-cache", "disk", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertEquals("disk", config.getHybridConfig().getImageCache()); + } + + @Test + void testCreateConfig_withHybridHancomAiSaveCrops() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-save-crops", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertTrue(config.getHybridConfig().isSaveCrops()); + } + + @Test + void testCreateConfig_withHybridHancomAiCropOutputDir() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-crop-output-dir", "/tmp/crops", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertEquals("/tmp/crops", config.getHybridConfig().getCropOutputDir()); + } +``` + +- [ ] **Step 6: Run all new tests, expect PASS** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -Dtest=CLIOptionsTest -q` +Expected: All tests PASS. + +- [ ] **Step 7: Commit** + +```bash +cd opendataloader-pdf && git add java/opendataloader-pdf-cli +git commit -m "$(cat <<'EOF' +feat(cli): parse --hybrid-hancom-ai-* into HybridConfig + +Wires --hybrid-hancom-ai-{regionlist-strategy,ocr-strategy,image-cache, +save-crops,crop-output-dir} through applyHybridOptions(). HybridConfig +setters validate enum values and throw IllegalArgumentException on +invalid input. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 1.4: Add hancom-ai gate validation + +**Files:** +- Modify: `opendataloader-pdf/java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java` — `applyHybridOptions()` + +- [ ] **Step 1: Write failing test — using the option without `--hybrid=hancom-ai` should throw** + +Append to `CLIOptionsTest.java`: + +```java + @Test + void testCreateConfig_hybridHancomAiOption_withoutHancomAi_throws() { + String[] args = {"--hybrid-hancom-ai-regionlist-strategy", "list-only", + testPdf.getAbsolutePath()}; + // No --hybrid set, defaults to off. + IllegalArgumentException ex = assertThrows(IllegalArgumentException.class, () -> { + CommandLine cmd = parser.parse(options, args); + CLIOptions.createConfigFromCommandLine(cmd); + }); + assertTrue(ex.getMessage().contains("--hybrid-hancom-ai-"), + "Error should mention the offending prefix, got: " + ex.getMessage()); + assertTrue(ex.getMessage().contains("hancom-ai"), + "Error should mention required backend, got: " + ex.getMessage()); + } + + @Test + void testCreateConfig_hybridHancomAiOption_withDoclingFast_throws() { + String[] args = {"--hybrid", "docling-fast", + "--hybrid-hancom-ai-ocr-strategy", "force", + testPdf.getAbsolutePath()}; + assertThrows(IllegalArgumentException.class, () -> { + CommandLine cmd = parser.parse(options, args); + CLIOptions.createConfigFromCommandLine(cmd); + }); + } +``` + +- [ ] **Step 2: Run, expect FAIL** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -Dtest=CLIOptionsTest#testCreateConfig_hybridHancomAiOption_withoutHancomAi_throws -q` +Expected: FAIL — currently no validation, so the call succeeds silently. + +- [ ] **Step 3: Add the gate at the end of `applyHybridOptions()`** + +Insert this block at the very end of `applyHybridOptions()` (after the `--to-stdout` handling, before the closing `}`): + +```java + boolean usesHancomAiOnly = + commandLine.hasOption(HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_SAVE_CROPS_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION); + if (usesHancomAiOnly && !Config.HYBRID_HANCOM_AI.equals(config.getHybrid())) { + throw new IllegalArgumentException( + "Options --hybrid-hancom-ai-* require --hybrid=hancom-ai (got --hybrid=" + + config.getHybrid() + ")"); + } +``` + +- [ ] **Step 4: Run both gate tests, expect PASS** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -Dtest=CLIOptionsTest -q` +Expected: All tests PASS, including both new gate tests AND all earlier ones (which use `--hybrid hancom-ai`). + +- [ ] **Step 5: Commit** + +```bash +cd opendataloader-pdf && git add java/opendataloader-pdf-cli +git commit -m "$(cat <<'EOF' +feat(cli): reject --hybrid-hancom-ai-* without --hybrid=hancom-ai + +Without this guard, these flags would silently no-op when the user +selects a different backend. Fail fast with a message naming the +offending prefix and required backend. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 1.5: Regenerate options.json and wrapper bindings + +**Files:** +- Modify: `opendataloader-pdf/options.json` +- Modify: `opendataloader-pdf/python/...`, `opendataloader-pdf/node/...` (auto-generated) + +- [ ] **Step 1: Run npm sync** + +Run: `cd opendataloader-pdf && npm run sync` +Expected: Command completes; `git status` shows changes to `options.json` and python/node binding files. The 3 exported new options (regionlist-strategy, ocr-strategy, image-cache) appear; the 2 hidden ones (save-crops, crop-output-dir) do **not**. + +- [ ] **Step 2: Spot-check options.json** + +Verify the diff contains the 3 new options with correct defaults: +```bash +cd opendataloader-pdf && grep -A 2 "hybrid-hancom-ai" options.json +``` +Expected: 3 entries for `hybrid-hancom-ai-regionlist-strategy`, `hybrid-hancom-ai-ocr-strategy`, `hybrid-hancom-ai-image-cache` with their defaults `table-first` / `auto` / `memory`. No entry for `save-crops` or `crop-output-dir`. + +- [ ] **Step 3: Commit** + +```bash +cd opendataloader-pdf && git add options.json python node +git commit -m "$(cat <<'EOF' +chore: regenerate bindings for --hybrid-hancom-ai-* options + +Auto-generated by npm run sync. Adds the 3 exported hancom-ai +options to options.json, Python bindings, and Node bindings. +The 2 hidden debug options (save-crops, crop-output-dir) stay +out of the public surface. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +## Phase 2 — Extract reusable CLIOptions API + +This phase is a **pure refactor** — behavior unchanged. + +### Task 2.1: Add public `addAllTo(Options)` method + +**Files:** +- Modify: `opendataloader-pdf/java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java` — `defineOptions()` (around line 210) + +- [ ] **Step 1: Write a test that exercises `addAllTo` against a fresh Options instance** + +Append to `CLIOptionsTest.java`: + +```java + @Test + void testAddAllTo_registersAllOptions() { + Options ext = new Options(); + CLIOptions.addAllTo(ext); + assertTrue(ext.hasOption("hybrid")); + assertTrue(ext.hasOption("hybrid-mode")); + assertTrue(ext.hasOption("hybrid-hancom-ai-regionlist-strategy")); + assertTrue(ext.hasOption("format")); + assertTrue(ext.hasOption("threads")); + } +``` + +- [ ] **Step 2: Run, expect FAIL (compile error — method does not exist)** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -Dtest=CLIOptionsTest#testAddAllTo_registersAllOptions -q` +Expected: COMPILATION FAILURE — `cannot find symbol: addAllTo`. + +- [ ] **Step 3: Add `addAllTo` and refactor `defineOptions` to use it** + +Replace the existing `defineOptions` method (currently lines ~210-217) with: + +```java + public static Options defineOptions() { + Options options = new Options(); + addAllTo(options); + return options; + } + + /** + * Registers every core CLI option onto an external {@link Options} instance. + * Used by downstream CLIs (e.g. opendataloader-pdfua) that want to inherit + * the entire core option set and add their own options on top. + * + * @param options the Options instance to populate + */ + public static void addAllTo(Options options) { + for (OptionDefinition def : OPTION_DEFINITIONS) { + options.addOption(def.toOption()); + } + } +``` + +- [ ] **Step 4: Run, expect PASS** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -Dtest=CLIOptionsTest -q` +Expected: All tests PASS — `addAllTo` works and all existing tests still work via `defineOptions`. + +- [ ] **Step 5: Commit** + +```bash +cd opendataloader-pdf && git add java/opendataloader-pdf-cli +git commit -m "$(cat <<'EOF' +refactor(cli): extract CLIOptions.addAllTo(Options) public API + +Splits Options registration out of defineOptions() so downstream CLIs +can register every core option onto their own Options instance and +add their own options on top. defineOptions() now delegates. + +Pure refactor — no behavior change. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 2.2: Add public `applyAllTo(Config, CommandLine)` method + +**Files:** +- Modify: `opendataloader-pdf/java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java` — `createConfigFromCommandLine()` (around lines 219-287) + +- [ ] **Step 1: Write a test that exercises `applyAllTo` directly** + +Append to `CLIOptionsTest.java`: + +```java + @Test + void testApplyAllTo_appliesCoreOptions() throws ParseException { + Options ext = new Options(); + CLIOptions.addAllTo(ext); + ext.addOption(null, "downstream-only", true, "Downstream-specific"); + + String[] args = {"--hybrid", "hancom-ai", + "--threads", "2", + "--downstream-only", "value", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(ext, args); + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + CLIOptions.applyAllTo(config, cmd); + + assertEquals("hancom-ai", config.getHybrid()); + assertEquals(2, config.getThreads()); + // downstream-only is not consumed by applyAllTo — that is the caller's job. + assertEquals("value", cmd.getOptionValue("downstream-only")); + } +``` + +- [ ] **Step 2: Run, expect FAIL (compile error)** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -Dtest=CLIOptionsTest#testApplyAllTo_appliesCoreOptions -q` +Expected: COMPILATION FAILURE — `cannot find symbol: applyAllTo`. + +- [ ] **Step 3: Refactor `createConfigFromCommandLine` to delegate to `applyAllTo`** + +Replace the existing `createConfigFromCommandLine` (around lines 219-287) with this two-method form: + +```java + public static Config createConfigFromCommandLine(CommandLine commandLine) { + Config config = new Config(); + if (commandLine.hasOption(CLIOptions.FOLDER_OPTION)) { + config.setOutputFolder(commandLine.getOptionValue(CLIOptions.FOLDER_OPTION)); + } else { + String argument = commandLine.getArgs()[0]; + File file = new File(argument); + file = new File(file.getAbsolutePath()); + config.setOutputFolder(file.isDirectory() ? file.getAbsolutePath() : file.getParent()); + } + applyAllTo(config, commandLine); + return config; + } + + /** + * Applies every core CLI option from the parsed command line onto the given Config. + * Caller is responsible for setting required Config state that is not represented + * by a CLI option (e.g. output folder when no positional input file is provided). + * + * Used by downstream CLIs that build their own Options + Config and want core + * options applied without paying for the positional-arg-based output-folder + * fallback that {@link #createConfigFromCommandLine} performs. + * + * @param config Config to populate + * @param commandLine parsed CommandLine + */ + public static void applyAllTo(Config config, CommandLine commandLine) { + if (commandLine.hasOption(CLIOptions.PASSWORD_OPTION)) { + config.setPassword(commandLine.getOptionValue(CLIOptions.PASSWORD_OPTION)); + } + if (commandLine.hasOption(CLIOptions.KEEP_LINE_BREAKS_LONG_OPTION)) { + config.setKeepLineBreaks(true); + } + if (commandLine.hasOption(CLIOptions.PDF_REPORT_LONG_OPTION)) { + config.setGeneratePDF(true); + } + if (commandLine.hasOption(CLIOptions.MARKDOWN_REPORT_LONG_OPTION)) { + config.setGenerateMarkdown(true); + } + if (commandLine.hasOption(CLIOptions.HTML_REPORT_LONG_OPTION)) { + config.setGenerateHtml(true); + } + if (commandLine.hasOption(CLIOptions.HTML_IN_MARKDOWN_LONG_OPTION)) { + config.setUseHTMLInMarkdown(true); + } + if (commandLine.hasOption(CLIOptions.MARKDOWN_IMAGE_LONG_OPTION)) { + config.setAddImageToMarkdown(true); + } + if (commandLine.hasOption(CLIOptions.NO_JSON_REPORT_LONG_OPTION)) { + config.setGenerateJSON(false); + } + if (commandLine.hasOption(CLIOptions.REPLACE_INVALID_CHARS_LONG_OPTION)) { + config.setReplaceInvalidChars(commandLine.getOptionValue(CLIOptions.REPLACE_INVALID_CHARS_LONG_OPTION)); + } + if (commandLine.hasOption(CLIOptions.USE_STRUCT_TREE_LONG_OPTION)) { + config.setUseStructTree(true); + } + if (commandLine.hasOption(INCLUDE_HEADER_FOOTER_LONG_OPTION)) { + config.setIncludeHeaderFooter(true); + } + if (commandLine.hasOption(DETECT_STRIKETHROUGH_LONG_OPTION)) { + config.setDetectStrikethrough(true); + } + if (commandLine.hasOption(CLIOptions.READING_ORDER_LONG_OPTION)) { + config.setReadingOrder(commandLine.getOptionValue(CLIOptions.READING_ORDER_LONG_OPTION)); + } + if (commandLine.hasOption(CLIOptions.MARKDOWN_PAGE_SEPARATOR_LONG_OPTION)) { + config.setMarkdownPageSeparator(commandLine.getOptionValue(CLIOptions.MARKDOWN_PAGE_SEPARATOR_LONG_OPTION)); + } + if (commandLine.hasOption(CLIOptions.TEXT_PAGE_SEPARATOR_LONG_OPTION)) { + config.setTextPageSeparator(commandLine.getOptionValue(CLIOptions.TEXT_PAGE_SEPARATOR_LONG_OPTION)); + } + if (commandLine.hasOption(CLIOptions.HTML_PAGE_SEPARATOR_LONG_OPTION)) { + config.setHtmlPageSeparator(commandLine.getOptionValue(CLIOptions.HTML_PAGE_SEPARATOR_LONG_OPTION)); + } + applyContentSafetyOption(config, commandLine); + applySanitizeOption(config, commandLine); + applyFormatOption(config, commandLine); + applyTableMethodOption(config, commandLine); + applyImageOptions(config, commandLine); + applyPagesOption(config, commandLine); + applyHybridOptions(config, commandLine); + applyThreadsOption(config, commandLine); + config.normalize(); + } +``` + +The output-folder positional handling stays in `createConfigFromCommandLine` only — pdfua does not have positional input args, so it should not pay for that branch. + +- [ ] **Step 4: Run all CLI tests, expect PASS** + +Run: `cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli test -q` +Expected: All tests PASS — both the new `applyAllTo` test and every existing test (the latter still go through `createConfigFromCommandLine`, which now delegates). + +- [ ] **Step 5: Commit** + +```bash +cd opendataloader-pdf && git add java/opendataloader-pdf-cli +git commit -m "$(cat <<'EOF' +refactor(cli): extract CLIOptions.applyAllTo(Config, CommandLine) + +Splits per-option Config wiring out of createConfigFromCommandLine() +so downstream CLIs (opendataloader-pdfua) can apply core options to +their own Config without inheriting the positional-arg output-folder +fallback. createConfigFromCommandLine() delegates. + +Pure refactor — no behavior change. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 2.3: Install core to local Maven for pdfua + +Per `opendataloader-pdfua/CLAUDE.md`, pdfua consumes core via Maven; cross-repo changes require `mvn install` on core first. + +- [ ] **Step 1: Install core to local Maven** + +Run: `cd opendataloader-pdf/java && mvn install -DskipTests -q` +Expected: BUILD SUCCESS. The new core artifact (with `addAllTo` / `applyAllTo`) is now available to pdfua. + +--- + +## Phase 3 — Refactor pdfua to consume core CLIOptions + +### Task 3.1: Add Builder to RemediationConfig + +**Files:** +- Modify: `opendataloader-pdfua/src/main/java/org/opendataloader/pdf/remediation/RemediationConfig.java` + +This task **adds** a Builder without removing the existing constructors yet — this lets us migrate call sites incrementally while keeping the test suite green. + +- [ ] **Step 1: Add `coreConfig` field, the Builder class, and a builder-based constructor** + +After the existing `private final MockMode mockMode;` line (around line 52), add: + +```java + private final org.opendataloader.pdf.api.Config coreConfig; +``` + +After the last existing constructor (around line 125, ending `this.mockMode = ...;`), add: + +```java + private RemediationConfig(Builder b) { + this.input = b.input; + this.output = b.output; + this.lang = b.lang; + this.hybrid = b.coreConfig.getHybrid(); + this.hybridUrl = b.coreConfig.getHybridConfig().getUrl(); + this.hybridMode = b.coreConfig.getHybridConfig().getMode(); + this.enrichPictureDescription = b.enrichPictureDescription; + this.threads = b.threads; + this.conformances = EnumSet.copyOf(b.conformances); + this.reportLevel = b.reportLevel; + this.fontEmbedMode = b.fontEmbedMode; + this.auditBundleMode = b.auditBundleMode; + this.orgMeta = b.orgMeta != null ? b.orgMeta : OrgMeta.defaults(); + this.mockMode = b.mockMode != null ? b.mockMode : MockMode.OFF; + this.coreConfig = b.coreConfig; + } + + public static Builder builder() { return new Builder(); } + + public org.opendataloader.pdf.api.Config getCoreConfig() { return coreConfig; } + + public static final class Builder { + private String input; + private String output; + private String lang = "en"; + private org.opendataloader.pdf.api.Config coreConfig = new org.opendataloader.pdf.api.Config(); + private boolean enrichPictureDescription = true; + private int threads = 1; + private Set conformances = EnumSet.of(ConformanceLevel.UA1); + private ReportLevel reportLevel = ReportLevel.NONE; + private FontEmbedMode fontEmbedMode = FontEmbedMode.OFF; + private AuditBundleMode auditBundleMode = AuditBundleMode.NONE; + private OrgMeta orgMeta = OrgMeta.defaults(); + private MockMode mockMode = MockMode.OFF; + + public Builder input(String v) { this.input = v; return this; } + public Builder output(String v) { this.output = v; return this; } + public Builder lang(String v) { this.lang = v; return this; } + public Builder coreConfig(org.opendataloader.pdf.api.Config v) { this.coreConfig = v; return this; } + public Builder enrichPictureDescription(boolean v) { this.enrichPictureDescription = v; return this; } + public Builder threads(int v) { this.threads = v; return this; } + public Builder conformances(Set v) { this.conformances = v; return this; } + public Builder reportLevel(ReportLevel v) { this.reportLevel = v; return this; } + public Builder fontEmbedMode(FontEmbedMode v) { this.fontEmbedMode = v; return this; } + public Builder auditBundleMode(AuditBundleMode v) { this.auditBundleMode = v; return this; } + public Builder orgMeta(OrgMeta v) { this.orgMeta = v; return this; } + public Builder mockMode(MockMode v) { this.mockMode = v; return this; } + + public RemediationConfig build() { return new RemediationConfig(this); } + } +``` + +Also: in **each** existing constructor (the 5 of them, ending at line 125), add this line after the existing `this.mockMode = ...;` assignment: + +```java + this.coreConfig = buildCoreConfigForLegacyConstructor(); +``` + +And add this private helper after the constructors (before `public String getInput()`): + +```java + private org.opendataloader.pdf.api.Config buildCoreConfigForLegacyConstructor() { + org.opendataloader.pdf.api.Config c = new org.opendataloader.pdf.api.Config(); + if (this.hybrid != null) { + c.setHybrid(this.hybrid); + } + if (this.hybridUrl != null) { + c.getHybridConfig().setUrl(this.hybridUrl); + } + if (this.hybridMode != null) { + c.getHybridConfig().setMode(this.hybridMode); + } + return c; + } +``` + +This keeps the existing 5 constructors source-compatible during migration. They will be removed in Task 3.5. + +- [ ] **Step 2: Verify pdfua still compiles and tests still pass** + +Run: `cd opendataloader-pdfua && mvn test -q` +Expected: BUILD SUCCESS, all tests pass. (We added members; we did not change existing behavior.) + +- [ ] **Step 3: Commit** + +```bash +cd opendataloader-pdfua && git add src/main/java/org/opendataloader/pdf/remediation/RemediationConfig.java +git commit -m "$(cat <<'EOF' +feat(remediation): add RemediationConfig.Builder + embedded coreConfig + +Adds a Builder API and a coreConfig field carrying the full core +opendataloader-pdf Config. Existing 5 constructors keep working — +they construct a synthetic coreConfig from the flat hybrid fields +to maintain semantics. Migration of call sites and removal of the +legacy constructors follows. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 3.2: Refactor pdfua/Main.java to use core CLIOptions + +**Files:** +- Modify: `opendataloader-pdfua/src/main/java/org/opendataloader/pdf/Main.java` + +- [ ] **Step 1: Replace `buildOptions()` body — remove hybrid options, add `addAllTo`** + +Replace `buildOptions()` (lines 94-125) with: + +```java + static Options buildOptions() { + Options options = new Options(); + // Inherit every core opendataloader-pdf CLI option (--hybrid, --hybrid-url, + // --hybrid-mode, --hybrid-hancom-ai-*, --threads, etc.). + org.opendataloader.pdf.cli.CLIOptions.addAllTo(options); + + // pdfua-specific options + options.addRequiredOption(null, "input", true, "PDF file or directory"); + options.addRequiredOption(null, "output", true, "Output directory"); + options.addOption(null, "lang", true, "Document language ISO 639-1 (default: en)"); + options.addOption(null, "enrich-picture-description", false, "Enable AI picture descriptions (default: on)"); + options.addOption(null, "no-enrich-picture-description", false, "Disable AI picture descriptions"); + options.addOption(null, "conformance", true, + "Conformance levels, comma-separated: ua1, ua2, wtpdf-reuse, wtpdf-accessibility (default: ua1)"); + options.addOption(null, "report", true, "Report level: processing, quality, all, none (default: all)"); + options.addOption(null, "font-embed", true, "Font embedding policy for missing /FontFile: " + + "substitute (default; fall back to bundled Liberation fonts; minor visual risk for Arial/Times), " + + "exact-only (system fonts only), off"); + options.addOption(null, "audit-bundle", true, + "Emit per-PDF audit bundle: full (default), json (machine logs), html, none"); + options.addOption(null, "org-name", true, "Organization name for VPAT/accessibility statement (default: 'Customer Organization')"); + options.addOption(null, "org-contact", true, "Organization contact email (default: accessibility@example.com)"); + options.addOption(null, "product-name", true, "Product name for VPAT (default: opendataloader-pdfua)"); + options.addOption(null, "mock", true, + "Audit-bundle Phase 1.5 trail fill mode. Values: " + + "all (default; overwrite every Phase 1.5 field with template values, " + + "preview mode — MOCK badge rendered) | " + + "fill (fill only unsupported/empty fields; preserve real measurements) | " + + "off (no mock — placeholder fields stay as unsupported; real evidence run)."); + return options; + } +``` + +Note: `--threads` is **removed** here because it now comes from core CLIOptions. The pdfua-specific note about HancomAIClient thread-safety becomes a runtime warning instead — that is handled in BatchProcessor and is out of scope for this plan. (If the warning text was important, file a separate issue.) + +- [ ] **Step 2: Replace `runWithOptions` body** + +Replace `runWithOptions` (lines 52-92) with: + +```java + private static void runWithOptions(String[] args) { + Options options = buildOptions(); + + CommandLineParser parser = new DefaultParser(); + HelpFormatter formatter = new HelpFormatter(); + try { + CommandLine cmd = parser.parse(options, args); + + // 1. Apply all core options to a Config + org.opendataloader.pdf.api.Config coreConfig = new org.opendataloader.pdf.api.Config(); + org.opendataloader.pdf.cli.CLIOptions.applyAllTo(coreConfig, cmd); + + // 2. Apply pdfua's hybrid defaults (only when user did not override) + applyPdfuaDefaults(coreConfig); + + // 3. Read pdfua-specific options + String lang = cmd.getOptionValue("lang", "en"); + boolean enrichPictureDescription = !cmd.hasOption("no-enrich-picture-description"); + int threads = coreConfig.getThreads(); + Set conformances = parseConformances(cmd.getOptionValue("conformance", "ua1")); + RemediationConfig.ReportLevel reportLevel = parseReportLevel(cmd.getOptionValue("report", "all")); + FontEmbedMode fontEmbedMode = parseFontEmbedMode(cmd.getOptionValue("font-embed", "substitute")); + AuditBundleMode auditBundleMode = AuditBundleMode.parse(cmd.getOptionValue("audit-bundle", "full")); + MockMode mockMode = parseMockMode(cmd.getOptionValue("mock", "all")); + + OrgMeta orgMeta = new OrgMeta( + cmd.getOptionValue("org-name"), + cmd.getOptionValue("org-contact"), + cmd.getOptionValue("product-name") + ).withFallbackDefaults(); + + RemediationConfig config = RemediationConfig.builder() + .input(cmd.getOptionValue("input")) + .output(cmd.getOptionValue("output")) + .lang(lang) + .coreConfig(coreConfig) + .enrichPictureDescription(enrichPictureDescription) + .threads(threads) + .conformances(conformances) + .reportLevel(reportLevel) + .fontEmbedMode(fontEmbedMode) + .auditBundleMode(auditBundleMode) + .orgMeta(orgMeta) + .mockMode(mockMode) + .build(); + + new BatchProcessor(config).run(); + } catch (ParseException e) { + formatter.printHelp("opendataloader-pdfua", options); + throw new IllegalArgumentException("Invalid arguments: " + e.getMessage(), e); + } + } + + /** + * Apply pdfua's defaults to a core Config. Unlike opendataloader-pdf, + * pdfua assumes a hybrid backend is always running — so when the user + * does not specify --hybrid / --hybrid-url / --hybrid-mode, we substitute + * pdfua's defaults instead of core's. + */ + private static void applyPdfuaDefaults(org.opendataloader.pdf.api.Config c) { + if (org.opendataloader.pdf.api.Config.HYBRID_OFF.equals(c.getHybrid())) { + c.setHybrid(org.opendataloader.pdf.api.Config.HYBRID_HANCOM_AI); + } + if (c.getHybridConfig().getUrl() == null) { + c.getHybridConfig().setUrl("http://localhost:18008"); + } + if (org.opendataloader.pdf.api.Config.HYBRID_MODE_AUTO.equals(c.getHybridConfig().getMode())) { + c.getHybridConfig().setMode(org.opendataloader.pdf.api.Config.HYBRID_MODE_FULL); + } + } +``` + +- [ ] **Step 3: Run pdfua tests** + +Run: `cd opendataloader-pdfua && mvn test -q` +Expected: PASS. `MainAuditBundleCliTest` exercises CLI parsing and should now route through core CLIOptions transparently. + +- [ ] **Step 4: Manual smoke test of inherited core options** + +Run: `cd opendataloader-pdfua && mvn -q exec:java -Dexec.mainClass=org.opendataloader.pdf.Main -Dexec.args="--input src/test/resources --output /tmp/pdfua-test --hybrid-hancom-ai-regionlist-strategy list-only --hybrid-hancom-ai-ocr-strategy auto --audit-bundle none --mock off" 2>&1 | head -20` + +If the project doesn't have `exec:java` configured, **skip this step** — the test suite covers wiring. + +Expected: Either runs without "Unrecognized option" errors for `--hybrid-hancom-ai-*`, or fails on a downstream concern (network/file). The point is that argument parsing accepts the flags. + +- [ ] **Step 5: Commit** + +```bash +cd opendataloader-pdfua && git add src/main/java/org/opendataloader/pdf/Main.java +git commit -m "$(cat <<'EOF' +refactor(pdfua): inherit core CLIOptions instead of redefining + +Replace pdfua's hand-rolled --hybrid/--hybrid-url/--hybrid-mode/ +--threads definitions with org.opendataloader.pdf.cli.CLIOptions. +addAllTo(). pdfua now automatically inherits every core option, +including the new --hybrid-hancom-ai-* flags. + +pdfua's deviating defaults (hybrid=hancom-ai, url=localhost:18008, +mode=full) are now in an explicit applyPdfuaDefaults() helper +instead of buried in cmd.getOptionValue() defaults. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 3.3: Simplify RemediationProcessor's hybrid forwarding + +**Files:** +- Modify: `opendataloader-pdfua/src/main/java/org/opendataloader/pdf/remediation/RemediationProcessor.java` (lines 163-170) + +- [ ] **Step 1: Read the current hybrid block to confirm context** + +Run: `cd opendataloader-pdfua && sed -n '160,175p' src/main/java/org/opendataloader/pdf/remediation/RemediationProcessor.java` +Expected output (approximately): +```java + Config config = ...; // may need to inspect actual surrounding code + ... + if (remediationConfig.getHybridUrl() != null || !"docling-fast".equals(remediationConfig.getHybrid())) { + config.setHybrid(remediationConfig.getHybrid()); + if (remediationConfig.getHybridUrl() != null) { + config.getHybridConfig().setUrl(remediationConfig.getHybridUrl()); + } + config.getHybridConfig().setMode(remediationConfig.getHybridMode()); + } +``` + +- [ ] **Step 2: Replace the hybrid block with coreConfig copy** + +Replace those lines (currently around 163-170) with: + +```java + // RemediationConfig now carries the full core Config. Adopt it directly. + config = remediationConfig.getCoreConfig(); +``` + +If the local `Config config` variable is constructed earlier in the method with other settings, you must merge them — read the full method first to verify. The simplest correct rewrite is: + +1. Find where the local `Config` is first assigned in `processSingle` or whichever method contains lines 163-170. +2. Replace `Config config = new Config();` with `Config config = remediationConfig.getCoreConfig();` +3. Delete the lines 163-170 hybrid block. +4. Keep any other `config.setXxx()` calls in the method — they continue to work on the borrowed Config instance. + +If `coreConfig` is mutated by other settings inside `processSingle` and that mutation should not leak back to the caller, clone it first. But based on the spec's intent ("RemediationConfig embeds Config directly"), in-place mutation is acceptable since `RemediationConfig` is per-document and short-lived. + +- [ ] **Step 3: Run pdfua tests** + +Run: `cd opendataloader-pdfua && mvn test -q` +Expected: PASS. + +- [ ] **Step 4: Commit** + +```bash +cd opendataloader-pdfua && git add src/main/java/org/opendataloader/pdf/remediation/RemediationProcessor.java +git commit -m "$(cat <<'EOF' +refactor(remediation): forward coreConfig directly to RemediationProcessor + +Replace the per-field hybrid forwarding block (setHybrid + setUrl + +setMode) with config = remediationConfig.getCoreConfig(). Now that +RemediationConfig embeds the full core Config, no manual copy is +needed. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 3.4: Migrate test call sites to Builder + +**Files:** +- Modify: `opendataloader-pdfua/src/test/java/org/opendataloader/pdf/audit/AuditBundleEmitterTest.java` +- Modify: `opendataloader-pdfua/src/test/java/org/opendataloader/pdf/audit/certificate/CertificateIssuerTest.java` +- Modify: `opendataloader-pdfua/src/test/java/org/opendataloader/pdf/audit/manifest/AuditManifestBuilderTest.java` +- Modify: `opendataloader-pdfua/src/test/java/org/opendataloader/pdf/remediation/RemediationConfigAuditBundleTest.java` + +- [ ] **Step 1: Find every `new RemediationConfig(` call site** + +Run: +```bash +cd opendataloader-pdfua && grep -rn "new RemediationConfig(" src/test +``` +Record each file:line and inspect the constructor arguments. + +- [ ] **Step 2: For each call site, replace with Builder** + +For a call like: +```java +RemediationConfig cfg = new RemediationConfig( + "input.pdf", "/tmp/out", "en", "hancom-ai", "http://localhost:18008", "full", + true, 1, EnumSet.of(ConformanceLevel.UA1), ReportLevel.NONE); +``` + +Rewrite as: +```java +org.opendataloader.pdf.api.Config core = new org.opendataloader.pdf.api.Config(); +core.setHybrid("hancom-ai"); +core.getHybridConfig().setUrl("http://localhost:18008"); +core.getHybridConfig().setMode("full"); + +RemediationConfig cfg = RemediationConfig.builder() + .input("input.pdf") + .output("/tmp/out") + .lang("en") + .coreConfig(core) + .enrichPictureDescription(true) + .threads(1) + .conformances(EnumSet.of(ConformanceLevel.UA1)) + .reportLevel(ReportLevel.NONE) + .build(); +``` + +If the test only cares about a subset (e.g. doesn't pass hybrid args), use the relevant builder methods only — Builder defaults handle the rest. + +- [ ] **Step 3: Run pdfua tests** + +Run: `cd opendataloader-pdfua && mvn test -q` +Expected: PASS. + +- [ ] **Step 4: Commit** + +```bash +cd opendataloader-pdfua && git add src/test +git commit -m "$(cat <<'EOF' +test(remediation): migrate RemediationConfig instantiations to Builder + +Switches all 4 test files (AuditBundleEmitterTest, CertificateIssuerTest, +AuditManifestBuilderTest, RemediationConfigAuditBundleTest) from +positional constructors to RemediationConfig.builder() + .build(). + +Prepares for removal of the legacy constructors in the next commit. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 3.5: Remove legacy constructors and `getHybridUrl`/`getHybridMode` + +**Files:** +- Modify: `opendataloader-pdfua/src/main/java/org/opendataloader/pdf/remediation/RemediationConfig.java` + +- [ ] **Step 1: Verify no production code references the legacy constructors** + +Run: +```bash +cd opendataloader-pdfua && grep -rn "new RemediationConfig(" src/main +``` +Expected: No output. (Main.java should now use `builder()`.) + +If any matches appear, migrate them to Builder before continuing. + +- [ ] **Step 2: Verify no code references `getHybridUrl` / `getHybridMode`** + +Run: +```bash +cd opendataloader-pdfua && grep -rn "getHybridUrl\|getHybridMode" src +``` +Expected: Only matches in `RemediationConfig.java` itself (the methods being removed). + +If any other call sites appear, replace with `getCoreConfig().getHybridConfig().getUrl()` / `.getMode()`. + +- [ ] **Step 3: Remove the 5 legacy constructors and the `buildCoreConfigForLegacyConstructor` helper** + +In `RemediationConfig.java`, delete: +- All 5 public constructors (currently lines 54-125) +- The `buildCoreConfigForLegacyConstructor()` helper added in Task 3.1 + +Keep the private `RemediationConfig(Builder b)` constructor. + +- [ ] **Step 4: Remove `getHybridUrl()` and `getHybridMode()` getters; redirect `getHybrid()` to delegate** + +Replace the three lines (currently around 130-132): +```java + public String getHybrid() { return hybrid; } + public String getHybridUrl() { return hybridUrl; } + public String getHybridMode() { return hybridMode; } +``` + +with: +```java + public String getHybrid() { return coreConfig.getHybrid(); } + public org.opendataloader.pdf.hybrid.HybridConfig getHybridConfig() { + return coreConfig.getHybridConfig(); + } +``` + +Also remove the now-unused fields `hybrid`, `hybridUrl`, `hybridMode` (lines ~42-44) and their assignments from the Builder constructor body. Delegate via `coreConfig` everywhere. + +- [ ] **Step 5: Verify compile and tests** + +Run: `cd opendataloader-pdfua && mvn compile -q && mvn test -q` +Expected: BUILD SUCCESS and all tests PASS. + +- [ ] **Step 6: Commit** + +```bash +cd opendataloader-pdfua && git add src/main/java/org/opendataloader/pdf/remediation/RemediationConfig.java +git commit -m "$(cat <<'EOF' +refactor(remediation)!: remove legacy RemediationConfig constructors + +BREAKING: Removes the 5 positional constructors and the flat +hybrid/hybridUrl/hybridMode fields. RemediationConfig now consists +of pdfua-specific fields plus an embedded core Config; hybrid state +is read via getCoreConfig().getHybrid() / getHybridConfig(). + +getHybridUrl() and getHybridMode() are removed — call sites use +getHybridConfig().getUrl() / .getMode() instead. Verified that no +production or test code outside RemediationConfig itself referenced +those getters. + +Co-Authored-By: Claude Opus 4.7 (1M context) +EOF +)" +``` + +--- + +### Task 3.6: Final integration check + +- [ ] **Step 1: Full build + test on both repos** + +Run: +```bash +cd opendataloader-pdf/java && mvn install -DskipTests -q +cd opendataloader-pdfua && mvn clean package -q +``` +Expected: Both BUILD SUCCESS. + +- [ ] **Step 2: Run the full test suite for both** + +Run: +```bash +cd opendataloader-pdf/java && mvn test -q +cd opendataloader-pdfua && mvn test -q +``` +Expected: All tests pass in both repos. + +- [ ] **Step 3: Verify --help output for both CLIs lists the new options** + +```bash +cd opendataloader-pdf/java && mvn -pl opendataloader-pdf-cli exec:java \ + -Dexec.mainClass=org.opendataloader.pdf.cli.CLIMain -Dexec.args="--help" 2>&1 | \ + grep "hybrid-hancom-ai" +``` +Expected: 3 lines (regionlist-strategy, ocr-strategy, image-cache). + +```bash +cd opendataloader-pdfua && java -jar target/*-jar-with-dependencies.jar --input dummy --output dummy --help 2>&1 | grep "hybrid-hancom-ai" +``` +Expected: 3 lines (same options inherited). + +Note: pdfua's `--help` output requires `--input` / `--output` to be supplied since they're `addRequiredOption`. If this is awkward, this verification step can be done by inspecting `Options` programmatically in a quick `MainTest`. + +- [ ] **Step 4: No final commit needed — all phase-3 commits already pushed.** + +--- + +## Self-Review + +**Spec coverage check:** + +| Spec section | Tasks | +|---|---| +| 5 new options with `--hybrid-hancom-ai-*` prefix | Task 1.1, 1.2 | +| Validation gate (require --hybrid=hancom-ai) | Task 1.4 | +| `addAllTo(Options)` public API | Task 2.1 | +| `applyAllTo(Config, CommandLine)` public API | Task 2.2 | +| pdfua/Main inherits core options | Task 3.2 | +| `applyPdfuaDefaults` explicit override block | Task 3.2 | +| `RemediationConfig` Builder + embedded `Config` | Task 3.1, 3.5 | +| Hard break: remove `getHybridUrl/Mode`, 9 constructors | Task 3.5 | +| `RemediationProcessor` simplified | Task 3.3 | +| All test call sites migrated | Task 3.4 | +| `npm run sync` to regenerate bindings | Task 1.5 | +| `mvn install -DskipTests` (core) before pdfua build | Task 2.3, 3.6 | + +All spec items mapped to at least one task. + +**Placeholder check:** No "TBD", "TODO", "fill in details", or stub steps. Every code step contains the actual code. Test code is complete (assertions, args). Commit messages are pre-written. + +**Type consistency:** `coreConfig` field name used consistently. `getCoreConfig()` getter name used consistently. Builder method names match field names. `applyPdfuaDefaults` signature matches between definition (Task 3.2) and call site (also Task 3.2). + +--- + +## Plan complete and saved to `docs/superpowers/plans/2026-04-29-hybrid-hancom-ai-options.md`. Two execution options: + +**1. Subagent-Driven (recommended)** - dispatch a fresh subagent per task, review between tasks, fast iteration + +**2. Inline Execution** - execute tasks in this session using executing-plans, batch execution with checkpoints + +**Which approach?** diff --git a/docs/superpowers/specs/2026-03-16-cid-font-detection-design.md b/docs/superpowers/specs/2026-03-16-cid-font-detection-design.md new file mode 100644 index 0000000..6ec6ccf --- /dev/null +++ b/docs/superpowers/specs/2026-03-16-cid-font-detection-design.md @@ -0,0 +1,151 @@ +# CID Font Extraction Failure Detection + +Issue: [#286](https://github.com/opendataloader-project/opendataloader-pdf/issues/286) + +## Problem + +PDFs with CID-keyed fonts that lack ToUnicode mappings produce no usable text from veraPDF extraction. veraPDF replaces unmappable characters with U+FFFD (replacement character), which `TextProcessor.replaceUndefinedCharacters()` then converts to spaces. The result is empty or whitespace-only output with no indication to the user of what went wrong. + +Users currently resort to external tools (e.g., pdfplumber) to pre-screen PDFs for CID issues before passing them to opendataloader-pdf. + +## Solution + +Detect pages with high replacement character ratios and: + +1. **Always**: emit a WARNING log explaining the problem and suggesting `--hybrid-mode` +2. **When hybrid mode is on**: automatically route affected pages to OCR backend via TriageProcessor + +No new CLI options. Hybrid mode setting is respected as-is. + +## Design + +### Detection: Replacement Character Ratio + +`TextProcessor.measureReplacementCharRatio(List)` counts `\uFFFD` characters across all TextChunks on a page and returns the ratio (0.0–1.0). + +**Threshold**: 30%. CID-affected pages typically show 90%+ replacement characters. 30% catches real problems while avoiding false positives from PDFs with occasional unmappable glyphs. + +**Measurement point**: Inside `ContentFilterProcessor.getFilteredContents()`, immediately before `replaceUndefinedCharacters()` is called (line 74). At this point veraPDF has already inserted `\uFFFD` but the characters haven't been replaced with spaces yet, so measurement is accurate. + +**Safety of measurement point**: The prior processing steps (`mergeCloseTextChunks`, `trimTextChunksWhiteSpaces`, `filterConsecutiveSpaces`, `splitTextChunksByWhiteSpaces`) do not affect U+FFFD characters. U+FFFD is not whitespace, so it is not trimmed, compressed, or used as a split boundary. The count is accurate at this position. + +**Zero-text pages**: When a page has no TextChunk objects (e.g., image-only pages), the method returns 0.0 to avoid division by zero. This correctly avoids triggering the CID warning on non-text pages. + +The method uses `ChunkParser.REPLACEMENT_CHARACTER_STRING` constant (not a hardcoded `"\uFFFD"` literal) to stay consistent with `replaceUndefinedCharacters()`. + +### Data Flow + +The measured ratio is stored in `StaticLayoutContainers` per page: + +``` +ContentFilterProcessor.getFilteredContents() + │ + ├─ TextProcessor.measureReplacementCharRatio() → ratio + ├─ StaticLayoutContainers.setReplacementCharRatio(pageNumber, ratio) + ├─ if ratio >= 0.3: LOGGER.warning(...) + └─ TextProcessor.replaceUndefinedCharacters() // existing call +``` + +Note: `StaticLayoutContainers` currently stores global `ThreadLocal` scalars and lists, not per-page maps. Per-page data (e.g., bounding boxes) lives in `DocumentProcessor`. This change introduces a new per-page `Map` pattern to `StaticLayoutContainers`. We place it here rather than `DocumentProcessor` because it is layout-metadata consumed by `TriageProcessor`, keeping the triage data path self-contained. The existing `clearContainers()` method **must** be updated to clear this map to prevent cross-document data leakage in multi-document processing. + +### Warning Log + +Emitted from `ContentFilterProcessor` when ratio >= 0.3: + +``` +WARNING: Page 3: 94% of characters are replacement characters (U+FFFD). +This PDF likely contains CID-keyed fonts without ToUnicode mappings. +Text extraction may be incomplete. Consider using --hybrid-mode for OCR fallback. +``` + +This fires regardless of hybrid mode setting. + +### Triage Routing + +In `TriageProcessor.classifyPage()`, a new **Signal 0** is inserted before all existing signals (before TableBorder check). This signal only fires when hybrid mode is active, since `classifyPage()` is only called from `HybridDocumentProcessor`. In non-hybrid mode, only the warning log (from `ContentFilterProcessor`) is emitted: + +```java +double replacementRatio = StaticLayoutContainers.getReplacementCharRatio(pageNumber); +if (replacementRatio >= 0.3) { + return TriageResult.backend(pageNumber, 1.0, signals); +} +``` + +Priority is highest (confidence 1.0) because a page with mostly broken text extraction gains nothing from Java-path processing. + +### Behavior Matrix + +| Hybrid Mode | Ratio >= 30% | Result | +|---|---|---| +| OFF | Yes | Warning log. Java path produces incomplete text. | +| OFF | No | No change. Normal processing. | +| ON (auto) | Yes | Warning log + auto-route to BACKEND (OCR). | +| ON (auto) | No | No change. Normal triage. | +| ON (full) | Yes | Warning log. All pages already go to BACKEND. | +| ON (full) | No | No change. All pages already go to BACKEND. | + +## Changes + +### Modified Files + +| File | Change | +|---|---| +| `TextProcessor.java` | Add `measureReplacementCharRatio()` static method | +| `ContentFilterProcessor.java` | Call measurement before `replaceUndefinedCharacters()`, store result, emit warning | +| `StaticLayoutContainers.java` | Add `replacementCharRatios` map with getter/setter, clear in `clearContainers()` | +| `TriageProcessor.java` | Add Signal 0: replacement ratio check before TableBorder signal | + +### New Files + +| File | Purpose | +|---|---| +| `java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/CidFontDetectionTest.java` | e2e test using synthetic CID PDF | +| `java/opendataloader-pdf-core/src/test/resources/cid-font-no-tounicode.pdf` | Pre-generated test fixture (CID font, no ToUnicode) | +| `java/opendataloader-pdf-core/src/test/resources/generate-cid-test-pdf.py` | Generation script for reference | + +### Modified Test Files + +| File | Change | +|---|---| +| `TextProcessorTest.java` | 5 unit tests for `measureReplacementCharRatio()` | +| `TriageProcessorTest.java` | 3 unit tests for Signal 0 routing | + +## Test Plan + +### Unit Tests (TextProcessorTest) + +- `testMeasureReplacementCharRatio_allReplacement` — all U+FFFD → 1.0 +- `testMeasureReplacementCharRatio_noReplacement` — normal text → 0.0 +- `testMeasureReplacementCharRatio_mixed` — 30% U+FFFD → 0.3 +- `testMeasureReplacementCharRatio_emptyContents` — empty list → 0.0 +- `testMeasureReplacementCharRatio_nonTextChunksIgnored` — non-text objects skipped + +### Unit Tests (TriageProcessorTest) + +- `testClassifyPage_highReplacementRatio_routesToBackend` — ratio 0.5 → BACKEND +- `testClassifyPage_lowReplacementRatio_noEffect` — ratio 0.1 → JAVA (default) +- `testClassifyPage_exactThreshold_routesToBackend` — ratio 0.3 → BACKEND + +### Boundary Tests + +- `testWarningNotEmitted_belowThreshold` — ratio 0.29 → no warning log emitted +- `testWarningEmitted_atThreshold` — ratio 0.30 → warning log emitted + +### e2e Test (CidFontDetectionTest) + +- Load pre-generated `cid-font-no-tounicode.pdf` +- Run through `ContentFilterProcessor.getFilteredContents()` +- Assert: `StaticLayoutContainers.getReplacementCharRatio(0) >= 0.3` +- Assert: warning log contains "replacement characters" + +### Benchmark Regression + +- Existing benchmark PDFs are normal documents with near-zero replacement ratios +- New logic does not affect existing test/benchmark results + +## Not In Scope + +- New CLI options (no `--cid-fallback` or similar) +- `npm run sync` not required (no CLI option changes) +- API signature changes (backward compatible) +- Benchmark threshold changes diff --git a/docs/superpowers/specs/2026-04-29-hybrid-hancom-ai-options-design.md b/docs/superpowers/specs/2026-04-29-hybrid-hancom-ai-options-design.md new file mode 100644 index 0000000..29730b5 --- /dev/null +++ b/docs/superpowers/specs/2026-04-29-hybrid-hancom-ai-options-design.md @@ -0,0 +1,240 @@ +# Hybrid hancom-ai Backend Options & CLI Refactoring + +Issue: not yet filed — this design precedes the issue/PRs. +Scope: opendataloader-pdf (core CLI) + opendataloader-pdfua (downstream CLI) + +## Problem + +Five hancom-ai backend behaviors are already wired through `HybridConfig` but not exposed on any CLI: + +| HybridConfig field | Default | Effect when set | +|---|---|---| +| `regionlistStrategy` | `table-first` | How to handle DLA label 7 (regionlist) | +| `ocrStrategy` | `auto` | Stream-only / fallback / OCR-only | +| `imageCache` | `memory` | Page image cache backing | +| `saveCrops` | `false` | Persist cropped figures (debug) | +| `cropOutputDir` | `null` | Output dir for saved crops (debug) | + +`HancomAISchemaTransformer` and `HancomAIClient` already read these via `HybridConfig`, but `CLIOptions.java` has no flags and `applyHybridOptions()` never sets them. They are reachable only through programmatic `Config` use. + +A second, structural problem makes adding these flags painful: + +- **opendataloader-pdf** defines all CLI options in `CLIOptions.OPTION_DEFINITIONS` (private, single source for `options.json`/Python/Node bindings). +- **opendataloader-pdfua** defines its own `--hybrid`, `--hybrid-url`, `--hybrid-mode` separately in `Main.java`, with different defaults, then forwards them through `RemediationConfig` (3 hybrid fields, 9 constructor overloads). + +Adding 5 new flags to both CLIs the current way means duplicating definitions, expanding `RemediationConfig` to 8 hybrid fields, and creating yet more constructor overloads. The two CLIs will drift further apart. + +## Solution + +Two coupled changes, executed in order: + +1. **Add the 5 hancom-ai-specific options** to core `CLIOptions` under a `--hybrid-hancom-ai-*` prefix, with a guard that rejects them when `--hybrid` is not `hancom-ai`. +2. **Refactor core `CLIOptions` to be reusable** so opendataloader-pdfua imports the full core option set and adds only its own pdfua-specific options on top. `RemediationConfig` embeds a core `Config` instead of carrying parallel hybrid fields. + +After this, adding any future core CLI option propagates to pdfua with a rebuild — no Main.java edits. + +## Design + +### Option naming: `--hybrid-hancom-ai-*` (full path) + +Decision rationale (recorded for future contributors): + +- `--hybrid-*` alone (e.g. `--hybrid-regionlist-strategy`) was rejected because docling-fast and other backends will never support these knobs; the name would lie about scope. +- `--hancom-ai-*` alone (e.g. `--hancom-ai-regionlist-strategy`) was rejected because it breaks the existing `--hybrid-mode/url/timeout/fallback` grouping and gives users two mental models. +- `--hybrid-hancom-ai-*` mirrors the `gh pr create` / `git remote add` full-path convention: every option name encodes the context it belongs to. `--help` alphabetic sort keeps all hybrid options in one block. +- A single comma-separated `--hybrid-hancom-ai-config` mega-option was rejected: defeats Apache Commons CLI typo detection, breaks `options.json` codegen for Python/Node bindings, complicates Windows path escaping. + +The five new options: + +| Long option | Type | Default | Exported | Description | +|---|---|---|---|---| +| `--hybrid-hancom-ai-regionlist-strategy` | string | `table-first` | yes | DLA label 7 handling. Values: `table-first`, `list-only` | +| `--hybrid-hancom-ai-ocr-strategy` | string | `auto` | yes | OCR strategy. Values: `off`, `auto`, `force` | +| `--hybrid-hancom-ai-image-cache` | string | `memory` | yes | Page image cache. Values: `memory`, `disk` | +| `--hybrid-hancom-ai-save-crops` | boolean | `false` | **no** | Persist cropped figures (debug only) | +| `--hybrid-hancom-ai-crop-output-dir` | string | `null` | **no** | Output directory for `--hybrid-hancom-ai-save-crops` | + +`exported=false` for the two debug options keeps them out of `options.json` and the auto-generated Python/Node bindings, while remaining usable on the Java CLI. Same pattern as existing legacy options at `CLIOptions.java:201-208`. + +### Validation + +Inside `applyHybridOptions()`, after `--hybrid` is parsed, before returning: + +```java +boolean usesHancomAiOnly = + commandLine.hasOption(HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_SAVE_CROPS_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION); + +if (usesHancomAiOnly && !Config.HYBRID_HANCOM_AI.equals(config.getHybrid())) { + throw new IllegalArgumentException( + "Options --hybrid-hancom-ai-* require --hybrid=hancom-ai"); +} +``` + +Per-value validation (e.g. `regionlistStrategy` must be `table-first`/`list-only`) is already implemented in `HybridConfig` setters and re-thrown as `IllegalArgumentException`. CLI passes the raw value through; HybridConfig is the validation authority. + +### Core CLIOptions refactoring + +Goal: pdfua can register every core option in its own `Options` and ask core to apply them to a `Config`. + +Two new public static methods on `CLIOptions`: + +```java +/** Register every core option onto an external Options. Used by downstream CLIs (pdfua). */ +public static void addAllTo(Options options) { + for (OptionDefinition def : OPTION_DEFINITIONS) { + options.addOption(def.toOption()); + } +} + +/** Apply parsed core options to a Config. Used by downstream CLIs after parse. */ +public static void applyAllTo(Config config, CommandLine commandLine) { + // body identical to current createConfigFromCommandLine, + // minus `new Config()` and minus the positional-arg output-folder fallback +} +``` + +The existing `defineOptions()` and `createConfigFromCommandLine()` keep their signatures and behavior; internally they delegate to the two new methods. Backward compatibility for any existing callers is preserved. + +`OPTION_DEFINITIONS` stays private. `OptionDefinition` stays private. We expose only the two operations downstream CLIs actually need. + +### pdfua/Main.java refactoring + +Replace the self-defined hybrid option block (`Main.java:60-62, 99-101`) with: + +```java +Options options = new Options(); +CLIOptions.addAllTo(options); // all core options +options.addOption(null, "lang", true, ...); // pdfua-specific only +options.addOption(null, "audit-bundle-mode", true, ...); +options.addOption(null, "font-embed-mode", true, ...); +options.addOption(null, "conformance", true, ...); +// ... other pdfua-only options + +CommandLine cmd = parser.parse(options, args); + +Config config = new Config(); +CLIOptions.applyAllTo(config, cmd); +applyPdfuaDefaults(config); // pdfua's hybrid defaults +``` + +### pdfua's hybrid defaults + +pdfua currently hardcodes different defaults from core: `hybrid=hancom-ai`, `hybrid-url=http://localhost:18008`, `hybrid-mode=full` (`Main.java:60-62`). After refactoring, these become an explicit override block: + +```java +private static void applyPdfuaDefaults(Config config) { + if (Config.HYBRID_OFF.equals(config.getHybrid())) { + config.setHybrid(Config.HYBRID_HANCOM_AI); + } + if (config.getHybridConfig().getUrl() == null) { + config.getHybridConfig().setUrl("http://localhost:18008"); + } + if (Config.HYBRID_MODE_AUTO.equals(config.getHybridConfig().getMode())) { + config.getHybridConfig().setMode(Config.HYBRID_MODE_FULL); + } +} +``` + +This makes pdfua's deviation from core defaults explicit and grep-able. User-supplied flags still win — the override only fires when the user did not specify a value. + +### RemediationConfig refactoring (Hard break) + +Current state: 3 flat hybrid fields (`hybrid`, `hybridUrl`, `hybridMode`) and 9 constructor overloads (`RemediationConfig.java:42-105`). + +Target state: embed core `Config` directly. Keep only pdfua-specific fields. Builder replaces the constructor overloads. + +```java +public class RemediationConfig { + private final Config coreConfig; // ← core options live here + + // pdfua-only fields + private final String input, output, lang; + private final AuditBundleMode auditBundleMode; + private final FontEmbedMode fontEmbedMode; + private final List conformances; + private final int threads; + private final boolean enrichPictureDescription; + + private RemediationConfig(Builder b) { ... } + + public Config getCoreConfig() { return coreConfig; } + public String getHybrid() { return coreConfig.getHybrid(); } + public HybridConfig getHybridConfig() { return coreConfig.getHybridConfig(); } + // ... pdfua-only getters + + public static Builder builder() { return new Builder(); } + public static class Builder { ... } +} +``` + +`getHybridUrl()` and `getHybridMode()` are **removed** (Hard break). All call sites move to `getHybridConfig().getUrl()` / `getHybridConfig().getMode()`. Verified call sites are confined to test code (`AuditBundleEmitterTest`, `CertificateIssuerTest`, `AuditManifestBuilderTest`, `RemediationConfigAuditBundleTest`) and `RemediationProcessor.java:165-170`. No external SDK consumers identified. + +`RemediationProcessor.java:163-170` simplifies to: + +```java +Config config = remediationConfig.getCoreConfig(); +// (no per-field copy needed — Config already carries all hybrid state) +``` + +### Files touched + +**opendataloader-pdf (core)** + +- `java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIOptions.java` + - Add 5 option constants (long names + descriptions) + - Add 5 entries to `OPTION_DEFINITIONS` (3 exported, 2 not) + - Extend `applyHybridOptions()`: parse, set on `HybridConfig`, validate hancom-ai gate + - Add public `addAllTo(Options)` and `applyAllTo(Config, CommandLine)` + - `defineOptions()` and `createConfigFromCommandLine()` delegate to the new methods +- `java/opendataloader-pdf-cli/src/test/java/org/opendataloader/pdf/cli/CLIOptionsTest.java` + - Tests for parsing each new option + - Tests for the hancom-ai gate (using flag without `--hybrid=hancom-ai` throws) +- After core changes: run `npm run sync` to regenerate `options.json` + Python/Node bindings + +**opendataloader-pdfua** + +- `src/main/java/org/opendataloader/pdf/Main.java` + - Replace self-defined hybrid options with `CLIOptions.addAllTo(options)` + - Add `applyPdfuaDefaults(config)` helper + - Pass `coreConfig` to `RemediationConfig.Builder` instead of individual hybrid strings +- `src/main/java/org/opendataloader/pdf/remediation/RemediationConfig.java` + - Embed `Config coreConfig`, drop `hybrid/hybridUrl/hybridMode` fields + - Replace 9 constructors with one `Builder` + - Update getters: `getHybrid()` delegates, `getHybridUrl()`/`getHybridMode()` removed +- `src/main/java/org/opendataloader/pdf/remediation/RemediationProcessor.java` + - Simplify the lines 163-170 hybrid forwarding block +- All test files instantiating `RemediationConfig` (5 files identified): switch to `Builder` + +### Build & verification + +Per `opendataloader-pdfua/CLAUDE.md`: + +1. Core changes first: `cd opendataloader-pdf/java && mvn install -DskipTests` +2. Then pdfua: `cd opendataloader-pdfua && mvn clean package` +3. Run both test suites +4. Manually verify: + - `opendataloader-pdf input.pdf --hybrid=hancom-ai --hybrid-hancom-ai-regionlist-strategy=list-only` works + - `opendataloader-pdf input.pdf --hybrid-hancom-ai-regionlist-strategy=list-only` (no `--hybrid`) fails with clear error + - `opendataloader-pdfua input.pdf --hybrid-hancom-ai-ocr-strategy=force` works (inherits core option, pdfua defaults still apply) + +### Phasing + +The work splits cleanly into independent commits/PRs: + +1. **PR 1 (core)**: Add 5 options + gate validation + tests + `npm run sync`. Self-contained, mergeable alone. +2. **PR 2 (core)**: Extract `addAllTo` / `applyAllTo` public API. Pure refactoring, no behavior change. +3. **PR 3 (pdfua)**: Switch `Main.java` to use core's API; refactor `RemediationConfig` to Builder + embedded `Config`; update tests. + +PR 1 unblocks immediate user value. PRs 2 & 3 are coupled (PR 3 depends on PR 2 merge → core artifact rebuild) but neither blocks PR 1. + +## Out of scope + +- Migrating other parts of pdfua to a Builder-style config (only `RemediationConfig` is touched). +- Adding flags to docling-fast or other hybrid backends. Spec is hancom-ai-specific. +- Changing `HybridConfig` setter validation (already strict). +- Renaming or repackaging existing `--hybrid-*` options. +- Documentation site updates — `opendataloader.org` reference docs are CI-generated from `options.json` after core merge. diff --git a/examples/python/batch/README.md b/examples/python/batch/README.md new file mode 100644 index 0000000..18ae539 --- /dev/null +++ b/examples/python/batch/README.md @@ -0,0 +1,45 @@ +# Batch Processing Example + +Demonstrates processing multiple PDFs in a single invocation to avoid repeated Java JVM startup overhead. + +## Prerequisites + +- Python 3.10+ +- Java 11+ (on PATH) + +## Example + +[`batch_processing.py`](batch_processing.py) shows two methods for batch conversion: + +1. **File list** — Pass multiple PDF paths as a list +2. **Directory** — Pass a directory path (recursively finds all PDFs) + +Both methods use a single JVM invocation, which is significantly faster than calling the CLI once per file. + +**Run:** +```bash +pip install -r requirements.txt +python batch_processing.py +``` + +## Sample Output + +``` +Found 4 PDFs in pdf/ + +========================================================== +Method 1: Batch convert with file list +========================================================== + +Document Pages Top-level +---------------------------------------------------------- +1901.03003 15 241 +2408.02509v1 14 365 +chinese_scan 1 1 +lorem 1 2 +---------------------------------------------------------- +Total 31 609 + +Processed 4 documents +Time: 7.95s (single JVM invocation) +``` diff --git a/examples/python/batch/batch_processing.py b/examples/python/batch/batch_processing.py new file mode 100644 index 0000000..6a7bbf8 --- /dev/null +++ b/examples/python/batch/batch_processing.py @@ -0,0 +1,119 @@ +#!/usr/bin/env python3 +""" +Batch Processing Example + +Demonstrates processing multiple PDFs in a single invocation to avoid +repeated Java JVM startup overhead. This is the recommended approach +for large-scale document pipelines. + +Requires Python 3.10+. + +Usage: + pip install opendataloader-pdf + python batch_processing.py +""" + +from __future__ import annotations + +import json +import tempfile +import time +from pathlib import Path + +import opendataloader_pdf + + +def batch_convert(pdf_paths: list[str], output_dir: str) -> list[Path]: + """Convert multiple PDFs in a single JVM invocation.""" + opendataloader_pdf.convert( + input_path=pdf_paths, + output_dir=output_dir, + format="json,markdown", + quiet=True, + ) + # Collect output JSON files + return sorted(Path(output_dir).glob("*.json")) + + +def convert_directory(directory: str, output_dir: str) -> list[Path]: + """Convert all PDFs in a directory (recursive).""" + opendataloader_pdf.convert( + input_path=directory, + output_dir=output_dir, + format="json,markdown", + quiet=True, + ) + return sorted(Path(output_dir).glob("*.json")) + + +def summarize_results(json_files: list[Path]) -> None: + """Print a summary of all converted documents.""" + total_pages = 0 + total_elements = 0 + + print(f"\n{'Document':<40} {'Pages':>6} {'Top-level':>9}") + print("-" * 58) + + for json_path in json_files: + with open(json_path, encoding="utf-8") as f: + doc = json.load(f) + pages = doc.get("number of pages", 0) + elements = len(doc.get("kids", [])) + total_pages += pages + total_elements += elements + print(f"{json_path.stem:<40} {pages:>6} {elements:>9}") + + print("-" * 58) + print(f"{'Total':<40} {total_pages:>6} {total_elements:>9}") + print(f"\nProcessed {len(json_files)} documents") + + +def main(): + # Find sample PDFs relative to this script + script_dir = Path(__file__).resolve().parent + repo_root = script_dir.parent.parent.parent + samples_dir = repo_root / "samples" / "pdf" + + pdf_files = sorted(samples_dir.glob("*.pdf")) + if not pdf_files: + print(f"No sample PDFs found at: {samples_dir}") + return + + print(f"Found {len(pdf_files)} PDFs in {samples_dir.name}/") + for p in pdf_files: + print(f" - {p.name}") + + # --- Method 1: Pass a list of files --- + print("\n" + "=" * 58) + print("Method 1: Batch convert with file list") + print("=" * 58) + + with tempfile.TemporaryDirectory() as temp_dir: + start = time.perf_counter() + json_files = batch_convert( + [str(p) for p in pdf_files], + temp_dir, + ) + elapsed = time.perf_counter() - start + + summarize_results(json_files) + print(f"Time: {elapsed:.2f}s (single JVM invocation)") + + # --- Method 2: Pass a directory --- + # Note: directory input recursively finds PDFs in subdirectories, + # so the file count may differ from Method 1 (which uses top-level glob). + print("\n" + "=" * 58) + print("Method 2: Convert entire directory") + print("=" * 58) + + with tempfile.TemporaryDirectory() as temp_dir: + start = time.perf_counter() + json_files = convert_directory(str(samples_dir), temp_dir) + elapsed = time.perf_counter() - start + + summarize_results(json_files) + print(f"Time: {elapsed:.2f}s (single JVM invocation)") + + +if __name__ == "__main__": + main() diff --git a/examples/python/batch/requirements.txt b/examples/python/batch/requirements.txt new file mode 100644 index 0000000..f6dadd5 --- /dev/null +++ b/examples/python/batch/requirements.txt @@ -0,0 +1,2 @@ +# Requires Python 3.10+ +opendataloader-pdf>=2.2.1 diff --git a/examples/python/rag/README.md b/examples/python/rag/README.md new file mode 100644 index 0000000..fdc5604 --- /dev/null +++ b/examples/python/rag/README.md @@ -0,0 +1,95 @@ +# RAG Examples for OpenDataLoader PDF + +Working examples demonstrating how to use OpenDataLoader PDF in RAG (Retrieval-Augmented Generation) pipelines. + +## Prerequisites + +- Python 3.10+ +- Java 11+ (on PATH) + +## Sample PDF + +Examples use `samples/pdf/1901.03003.pdf` - a multi-page academic paper (arXiv:1901.03003) with: +- Two-column layout +- Multiple sections and headings +- Tables and figures +- Complex reading order + +## Examples + +### 1. Basic Chunking (No External Dependencies) + +[`basic_chunking.py`](basic_chunking.py) demonstrates PDF-to-chunks conversion using only `opendataloader-pdf` and Python standard library. No external embedding or vector store dependencies. + +**Features:** +- PDF to JSON conversion with reading order +- Three chunking strategies: + 1. By element (paragraph, heading, list) + 2. By section (grouped under headings) + 3. Merged chunks (minimum size threshold) +- Bounding box metadata for citations + +**Run:** +```bash +pip install opendataloader-pdf +python basic_chunking.py +``` + +### 2. LangChain Integration + +[`langchain_example.py`](langchain_example.py) shows integration with the official LangChain loader. + +**Features:** +- OpenDataLoaderPDFLoader usage +- Returns LangChain Document objects +- Ready for any LangChain pipeline + +**Run:** +```bash +pip install -r requirements.txt +python langchain_example.py +``` + +## Sample Output + +``` +Processing: 1901.03003.pdf +================================================== +Document: 1901.03003.pdf +Pages: 9 +Elements: 187 + +--- Strategy 1: Chunk by Element --- +Created 156 chunks + [1] RoBERTa: A Robustly Optimized BERT Pretraining Approach + Source: 1901.03003.pdf, Page 1, Position (108, 655) + [2] Yinhan Liu† Myle Ott† Naman Goyal† Jingfei Du† ... + Source: 1901.03003.pdf, Page 1, Position (142, 603) + +--- Strategy 2: Chunk by Section --- +Created 12 chunks + Section: RoBERTa: A Robustly Optimized BERT Pretraining Approach + Section: 1 Introduction + Section: 2 Background + ... +``` + +## Next Steps + +After chunking, integrate with your preferred: +- **Embedding model**: OpenAI, Cohere, HuggingFace, etc. +- **Vector store**: Chroma, FAISS, Pinecone, Weaviate, etc. + +Each chunk includes `text` and `metadata` ready for embedding: + +```python +{ + "text": "Language model pretraining has led to significant...", + "metadata": { + "type": "paragraph", + "page": 1, + "bbox": [108.0, 526.2, 286.5, 592.8], + "source": "1901.03003.pdf" + } +} +``` diff --git a/examples/python/rag/basic_chunking.py b/examples/python/rag/basic_chunking.py new file mode 100644 index 0000000..d3319e6 --- /dev/null +++ b/examples/python/rag/basic_chunking.py @@ -0,0 +1,227 @@ +#!/usr/bin/env python3 +""" +Basic RAG Chunking Example - No External Dependencies + +Demonstrates PDF-to-chunks conversion using only opendataloader-pdf +and Python standard library. Ready for integration with any embedding +model or vector store. + +Usage: + pip install opendataloader-pdf + python basic_chunking.py +""" + +import json +import tempfile +from pathlib import Path + + +import opendataloader_pdf + + +def convert_pdf_to_json(pdf_path: str, output_dir: str) -> Path: + """Convert PDF to JSON and Markdown with reading order enabled.""" + opendataloader_pdf.convert( + input_path=pdf_path, + output_dir=output_dir, + format="json,markdown", + reading_order="xycut", + quiet=True, + ) + pdf_name = Path(pdf_path).stem + return Path(output_dir) / f"{pdf_name}.json" + + +def load_document(json_path: Path) -> dict: + """Load the JSON output from OpenDataLoader.""" + with open(json_path, encoding="utf-8") as f: + return json.load(f) + + +def chunk_by_element(doc: dict) -> list[dict]: + """ + Strategy 1: Chunk by semantic element. + + Creates one chunk per paragraph, heading, or list element. + Best for: Fine-grained retrieval, precise citations. + """ + chunks = [] + for element in doc.get("kids", []): + if element.get("type") in ("paragraph", "heading", "list"): + chunks.append({ + "text": element.get("content", ""), + "metadata": { + "type": element["type"], + "page": element.get("page number"), + "bbox": element.get("bounding box"), + "source": doc.get("file name"), + } + }) + return chunks + + +def chunk_by_section(doc: dict) -> list[dict]: + """ + Strategy 2: Chunk by heading/section. + + Groups content under headings into coherent sections. + Best for: Context-rich retrieval, topic-based search. + """ + chunks = [] + current_heading = None + current_content: list[str] = [] + current_start_page = None + + for element in doc.get("kids", []): + element_type = element.get("type") + + if element_type == "heading": + # Save previous section + if current_content: + chunks.append({ + "text": "\n".join(current_content), + "metadata": { + "heading": current_heading, + "page": current_start_page, + "source": doc.get("file name"), + } + }) + current_heading = element.get("content", "") + current_content = [current_heading] + current_start_page = element.get("page number") + elif element_type in ("paragraph", "list"): + content = element.get("content", "") + if content: + current_content.append(content) + + # Save the last section + if current_content: + chunks.append({ + "text": "\n".join(current_content), + "metadata": { + "heading": current_heading, + "page": current_start_page, + "source": doc.get("file name"), + } + }) + + return chunks + + +def chunk_with_min_size(doc: dict, min_chars: int = 200) -> list[dict]: + """ + Strategy 3: Merge adjacent elements until minimum size. + + Combines small paragraphs to avoid overly fragmented chunks. + Best for: Balanced chunk sizes, reducing noise. + """ + chunks = [] + buffer_text = "" + buffer_pages: list[int] = [] + + for element in doc.get("kids", []): + if element.get("type") in ("paragraph", "heading", "list"): + content = element.get("content", "") + page = element.get("page number") + + buffer_text += content + "\n" + if page and page not in buffer_pages: + buffer_pages.append(page) + + if len(buffer_text) >= min_chars: + chunks.append({ + "text": buffer_text.strip(), + "metadata": { + "pages": buffer_pages.copy(), + "source": doc.get("file name"), + } + }) + buffer_text = "" + buffer_pages = [] + + # Save remaining buffer + if buffer_text.strip(): + chunks.append({ + "text": buffer_text.strip(), + "metadata": { + "pages": buffer_pages, + "source": doc.get("file name"), + } + }) + + return chunks + + +def format_citation(metadata: dict) -> str: + """Generate a citation string from chunk metadata.""" + source = metadata.get("source", "unknown") + page = metadata.get("page") or (metadata.get("pages", [None]) or [None])[0] + bbox = metadata.get("bbox") + + citation = f"Source: {source}" + if page: + citation += f", Page {page}" + if bbox: + citation += f", Position ({bbox[0]:.0f}, {bbox[1]:.0f})" + + return citation + + +def main(): + # Find sample PDF relative to this script + # Using 1901.03003.pdf - a multi-page academic paper with complex layout + script_dir = Path(__file__).resolve().parent + repo_root = script_dir.parent.parent.parent + sample_pdf = repo_root / "samples" / "pdf" / "1901.03003.pdf" + + if not sample_pdf.exists(): + print(f"Sample PDF not found at: {sample_pdf}") + print("Make sure you're running from the repository.") + return + + print(f"Processing: {sample_pdf.name}") + print("=" * 50) + + # Convert PDF to JSON in a temp directory + with tempfile.TemporaryDirectory() as temp_dir: + json_path = convert_pdf_to_json(str(sample_pdf), temp_dir) + doc = load_document(json_path) + + print(f"Document: {doc.get('file name')}") + print(f"Pages: {doc.get('number of pages')}") + print(f"Elements: {len(doc.get('kids', []))}") + + # Strategy 1: By element + print("\n--- Strategy 1: Chunk by Element ---") + element_chunks = chunk_by_element(doc) + print(f"Created {len(element_chunks)} chunks") + for i, chunk in enumerate(element_chunks[:3]): + text_preview = chunk["text"][:60] + "..." if len(chunk["text"]) > 60 else chunk["text"] + print(f" [{i+1}] {text_preview}") + print(f" {format_citation(chunk['metadata'])}") + + # Strategy 2: By section + print("\n--- Strategy 2: Chunk by Section ---") + section_chunks = chunk_by_section(doc) + print(f"Created {len(section_chunks)} chunks") + for i, chunk in enumerate(section_chunks[:2]): + heading = chunk["metadata"].get("heading", "No heading") + print(f" Section: {heading}") + print(f" Text: {chunk['text'][:60]}...") + + # Strategy 3: Merged + print("\n--- Strategy 3: Merged Chunks (min 200 chars) ---") + merged_chunks = chunk_with_min_size(doc, min_chars=200) + print(f"Created {len(merged_chunks)} chunks") + for i, chunk in enumerate(merged_chunks[:2]): + print(f" [{i+1}] {len(chunk['text'])} chars: {chunk['text'][:50]}...") + + # Show example chunk structure + print("\n--- Example Chunk Structure ---") + print("Each chunk has 'text' and 'metadata' ready for embedding:") + if element_chunks: + print(json.dumps(element_chunks[0], indent=2, ensure_ascii=False)) + + +if __name__ == "__main__": + main() diff --git a/examples/python/rag/langchain_example.py b/examples/python/rag/langchain_example.py new file mode 100644 index 0000000..a2640fa --- /dev/null +++ b/examples/python/rag/langchain_example.py @@ -0,0 +1,79 @@ +#!/usr/bin/env python3 +""" +LangChain Integration Example + +Demonstrates using the official langchain-opendataloader-pdf package +for seamless RAG pipeline integration. + +Usage: + pip install langchain-opendataloader-pdf + python langchain_example.py +""" + +from pathlib import Path + +from langchain_opendataloader_pdf import OpenDataLoaderPDFLoader + + +def main(): + # Find sample PDF relative to this script + # Using 1901.03003.pdf - a multi-page academic paper with complex layout + script_dir = Path(__file__).resolve().parent + repo_root = script_dir.parent.parent.parent + sample_pdf = repo_root / "samples" / "pdf" / "1901.03003.pdf" + + if not sample_pdf.exists(): + print(f"Sample PDF not found at: {sample_pdf}") + print("Make sure you're running from the repository.") + return + + print(f"Loading: {sample_pdf.name}") + print("=" * 50) + + # Create loader with LangChain integration + loader = OpenDataLoaderPDFLoader( + file_path=[str(sample_pdf)], + format="text", + quiet=True, + ) + + # Load documents (returns LangChain Document objects) + documents = loader.load() + + print(f"Loaded {len(documents)} document(s)\n") + + for i, doc in enumerate(documents): + print(f"--- Document {i+1} ---") + print(f"Metadata: {doc.metadata}") + content_preview = doc.page_content[:200] + "..." if len(doc.page_content) > 200 else doc.page_content + print(f"Content:\n{content_preview}\n") + + # Show integration points + print("--- LangChain Integration ---") + print("These Document objects work directly with:") + print(" - Text splitters: RecursiveCharacterTextSplitter, etc.") + print(" - Vector stores: Chroma, FAISS, Pinecone, etc.") + print(" - Retrievers: vectorstore.as_retriever()") + print(" - Chains: RetrievalQA, ConversationalRetrievalChain, etc.") + + # Example: Using with a text splitter + print("\n--- Example: Text Splitting ---") + try: + from langchain_text_splitters import RecursiveCharacterTextSplitter + + splitter = RecursiveCharacterTextSplitter( + chunk_size=500, + chunk_overlap=50, + ) + chunks = splitter.split_documents(documents) + print(f"Split into {len(chunks)} chunks") + if chunks: + print(f"First chunk ({len(chunks[0].page_content)} chars):") + print(f" {chunks[0].page_content[:100]}...") + except ImportError: + print("Install langchain-text-splitters to see this example:") + print(" pip install langchain-text-splitters") + + +if __name__ == "__main__": + main() diff --git a/examples/python/rag/requirements.txt b/examples/python/rag/requirements.txt new file mode 100644 index 0000000..681e1e9 --- /dev/null +++ b/examples/python/rag/requirements.txt @@ -0,0 +1,3 @@ +opendataloader-pdf>=2.2.1 +langchain-opendataloader-pdf>=2.0.0 +langchain-text-splitters>=1.1.2 diff --git a/java/.run/OpenDataLoaderCli.run.xml b/java/.run/OpenDataLoaderCli.run.xml new file mode 100644 index 0000000..4ef0677 --- /dev/null +++ b/java/.run/OpenDataLoaderCli.run.xml @@ -0,0 +1,14 @@ + + + + \ No newline at end of file diff --git a/java/checkstyle.xml b/java/checkstyle.xml new file mode 100644 index 0000000..69e30e9 --- /dev/null +++ b/java/checkstyle.xml @@ -0,0 +1,13 @@ + + + + + + + + + + + + + diff --git a/java/opendataloader-pdf-cli/pom.xml b/java/opendataloader-pdf-cli/pom.xml new file mode 100644 index 0000000..a1208e5 --- /dev/null +++ b/java/opendataloader-pdf-cli/pom.xml @@ -0,0 +1,137 @@ + + + + 4.0.0 + + + org.opendataloader + opendataloader-pdf-parent + 0.0.0 + ../pom.xml + + + opendataloader-pdf-cli + jar + + OpenDataLoader PDF CLI + OpenDataLoader PDF CLI + + + + org.opendataloader + opendataloader-pdf-core + ${project.version} + + + commons-cli + commons-cli + + + org.assertj + assertj-core + test + + + org.junit.jupiter + junit-jupiter + test + + + + + + + maven-compiler-plugin + + + org.apache.maven.plugins + maven-shade-plugin + + + package + + shade + + + + + *:* + + about.html + module-info.class + META-INF/*.MF + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + META-INF/versions/** + META-INF/LICENSE + META-INF/LICENSE.txt + META-INF/LICENSE.md + META-INF/NOTICE + META-INF/NOTICE.txt + META-INF/NOTICE.md + + + + com.sun.xml.bind:jaxb-impl + + com/sun/xml/bind/** + + + + org.jacoco:* + + META-INF/maven/** + + + + + + org.opendataloader.pdf.cli.CLIMain + + + + + META-INF/DEPENDENCIES + + + META-INF/LICENSE + ${project.basedir}/../../LICENSE + + + META-INF/NOTICE + ${project.basedir}/../../NOTICE + + + + + + + + + + diff --git a/java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIMain.java b/java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIMain.java new file mode 100644 index 0000000..d0c051e --- /dev/null +++ b/java/opendataloader-pdf-cli/src/main/java/org/opendataloader/pdf/cli/CLIMain.java @@ -0,0 +1,262 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.cli; + +import org.apache.commons.cli.*; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.api.OpenDataLoaderPDF; +import org.opendataloader.pdf.api.cli.CLIOptions; +import org.opendataloader.pdf.exceptions.EncryptedTaggedPdfNotSupportedException; +import org.opendataloader.pdf.exceptions.InvalidPdfFileException; +import org.verapdf.exceptions.InvalidPasswordException; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.io.File; +import java.util.Locale; +import java.util.logging.Handler; +import java.util.logging.Level; +import java.util.logging.Logger; + +public class CLIMain { + + private static final Logger LOGGER = Logger.getLogger(CLIMain.class.getCanonicalName()); + + private static final String HELP = "[options] ...\n Options:"; + + private enum InputSource { CLI_ARGUMENT, DIRECTORY_CHILD } + + /** + * Result of processing a path: whether all files succeeded, and how many + * PDF files were processed under it (counted recursively for directories, + * 1 or 0 for a single file). Used by {@link #processDirectory} to print a + * clear summary when a user-supplied folder contains no PDFs (PDFDLOSP-15). + */ + private static final class PathResult { + final boolean allSucceeded; + final int pdfCount; + + PathResult(boolean allSucceeded, int pdfCount) { + this.allSucceeded = allSucceeded; + this.pdfCount = pdfCount; + } + } + + public static void main(String[] args) { + int exitCode = run(args); + if (exitCode != 0) { + System.exit(exitCode); + } + } + + /** + * Runs the CLI with the given arguments and returns the exit code. + * + * @param args command-line arguments + * @return 0 on success, non-zero on failure + */ + static int run(String[] args) { + Options options = CLIOptions.defineOptions(); + HelpFormatter formatter = new HelpFormatter(); + CommandLine commandLine; + try { + commandLine = new DefaultParser().parse(options, args); + } catch (ParseException e) { + System.out.println(e.getMessage()); + formatter.printHelp(HELP, options); + return 2; + } + + // Handle --export-options before requiring input files + if (commandLine.hasOption(CLIOptions.EXPORT_OPTIONS_LONG_OPTION)) { + CLIOptions.exportOptionsAsJson(System.out); + return 0; + } + + if (commandLine.getArgs().length < 1) { + formatter.printHelp(HELP, options); + return 0; + } + + String[] arguments = commandLine.getArgs(); + + Config config; + boolean quiet; + try { + config = CLIOptions.createConfigFromCommandLine(commandLine); + quiet = commandLine.hasOption(CLIOptions.QUIET_OPTION) || commandLine.hasOption("quiet"); + } catch (IllegalArgumentException exception) { + System.out.println(exception.getMessage()); + formatter.printHelp(HELP, options); + return 2; + } + configureLogging(quiet); + boolean hasFailure = false; + try { + for (String argument : arguments) { + if (!processPath(new File(argument), config, InputSource.CLI_ARGUMENT).allSucceeded) { + hasFailure = true; + } + } + } finally { + // Release resources (e.g., hybrid client thread pools) + OpenDataLoaderPDF.shutdown(); + } + return hasFailure ? 1 : 0; + } + + private static void configureLogging(boolean quiet) { + if (!quiet) { + return; + } + Logger rootLogger = Logger.getLogger(""); + rootLogger.setLevel(Level.OFF); + for (Handler handler : rootLogger.getHandlers()) { + handler.setLevel(Level.OFF); + } + LOGGER.setLevel(Level.OFF); + } + + /** + * Processes a file or directory, returning true if all files succeeded. + * + *

    {@code source} distinguishes user-provided arguments + * ({@link InputSource#CLI_ARGUMENT}) from files discovered during directory + * traversal ({@link InputSource#DIRECTORY_CHILD}): a non-PDF given directly + * on the command line is reported as an error, while non-PDF files inside a + * directory are silently skipped (preserves batch-folder processing). + */ + private static PathResult processPath(File file, Config config, InputSource source) { + if (!file.exists()) { + LOGGER.log(Level.WARNING, "File or folder " + file.getAbsolutePath() + " not found."); + return new PathResult(false, 0); + } + if (file.isDirectory()) { + return processDirectory(file, config, source); + } + if (file.isFile()) { + boolean isPdf = isPdfFile(file); + if (source == InputSource.CLI_ARGUMENT && !isPdf) { + System.out.println("Error: '" + file.getName() + + "' is not a PDF file. Input must be a PDF file or a folder containing PDF files."); + return new PathResult(false, 0); + } + return new PathResult(processFile(file, config, source), isPdf ? 1 : 0); + } + return new PathResult(true, 0); + } + + /** + * Counts PDF files processed under the directory rooted at {@code file} + * (recursively), so the CLI can surface a clear summary when a + * user-supplied folder contains no PDFs. Without this feedback the program + * would exit silently with status 0 and the user could not distinguish + * "wrong folder", "empty folder", and "successful run" (PDFDLOSP-15). + * + *

    The summary is only printed for folders given directly on the command + * line ({@link InputSource#CLI_ARGUMENT}) — nested subdirectories aggregate + * upward into the top-level count rather than each printing their own line. + * + *

    The summary line is the final result of the run, not a log + * entry, and is therefore intentionally emitted on stdout even under + * {@code --quiet}. {@code --quiet} suppresses processing logs; users + * still need to see whether anything was actually processed. The path + * shown is {@link File#getPath()} (the literal argument the user typed, + * e.g. {@code .} or {@code basic_images}) rather than {@link File#getName()}, + * which would be empty for {@code .} or trailing-slash inputs. + */ + private static PathResult processDirectory(File file, Config config, InputSource source) { + File[] children = file.listFiles(); + if (children == null) { + LOGGER.log(Level.WARNING, "Unable to read folder " + file.getAbsolutePath()); + return new PathResult(false, 0); + } + boolean allSucceeded = true; + int pdfCount = 0; + for (File child : children) { + PathResult childResult = processPath(child, config, InputSource.DIRECTORY_CHILD); + if (!childResult.allSucceeded) { + allSucceeded = false; + } + pdfCount += childResult.pdfCount; + } + if (source == InputSource.CLI_ARGUMENT) { + if (pdfCount == 0) { + System.out.println("No PDF files found in '" + file.getPath() + "'."); + } else { + System.out.println("Processed " + pdfCount + " PDF file" + + (pdfCount == 1 ? "" : "s") + " in '" + file.getPath() + "'."); + } + } + return new PathResult(allSucceeded, pdfCount); + } + + /** + * Processes a single PDF file. + * + *

    {@code source} controls how an {@link InvalidPdfFileException} from + * the magic-number guard is surfaced: {@link InputSource#CLI_ARGUMENT} + * routes it to stdout as a user-facing error and fails the run; + * {@link InputSource#DIRECTORY_CHILD} logs a WARNING and treats the file + * as silently skipped so batch-folder runs can still exit 0. + * + * @param file the file to process + * @param config the processing configuration + * @param source whether the file came from a CLI argument or directory traversal + * @return true if processing succeeded (or the file was a silently + * skipped non-PDF inside a directory), false on error. + */ + private static boolean processFile(File file, Config config, InputSource source) { + if (!isPdfFile(file)) { + LOGGER.log(Level.FINE, "Skipping non-PDF file " + file.getAbsolutePath()); + return true; + } + try { + OpenDataLoaderPDF.processFile(file.getAbsolutePath(), config); + return true; + } catch (InvalidPdfFileException invalid) { + if (source == InputSource.CLI_ARGUMENT) { + System.out.println("Error: " + invalid.getMessage()); + return false; + } + LOGGER.log(Level.WARNING, invalid.getMessage() + " Skipping."); + return true; + } catch (InvalidPasswordException exception) { + String password = config.getPassword(); + String message = (password == null || password.isEmpty()) + ? "Error: '" + file.getName() + "' is password-protected. Use --password option." + : "Error: Incorrect password for '" + file.getName() + "'."; + System.out.println(message); + return false; + } catch (EncryptedTaggedPdfNotSupportedException exception) { + System.out.println("Error: " + exception.getMessage()); + return false; + } catch (Exception exception) { + LOGGER.log(Level.SEVERE, "Exception during processing file " + file.getAbsolutePath() + ": " + + exception.getMessage(), exception); + return false; + } finally { + StaticContainers.closeImagesUtils(); + } + } + + private static boolean isPdfFile(File file) { + if (!file.isFile()) { + return false; + } + String name = file.getName(); + return name.toLowerCase(Locale.ROOT).endsWith(".pdf"); + } +} diff --git a/java/opendataloader-pdf-cli/src/test/java/org/opendataloader/pdf/cli/CLIMainTest.java b/java/opendataloader-pdf-cli/src/test/java/org/opendataloader/pdf/cli/CLIMainTest.java new file mode 100644 index 0000000..266aaf6 --- /dev/null +++ b/java/opendataloader-pdf-cli/src/test/java/org/opendataloader/pdf/cli/CLIMainTest.java @@ -0,0 +1,672 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.cli; + +import org.apache.pdfbox.pdmodel.PDDocument; +import org.apache.pdfbox.pdmodel.PDPage; +import org.apache.pdfbox.pdmodel.encryption.AccessPermission; +import org.apache.pdfbox.pdmodel.encryption.StandardProtectionPolicy; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; + +import java.io.ByteArrayOutputStream; +import java.io.IOException; +import java.io.PrintStream; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.ArrayList; +import java.util.List; +import java.util.logging.Handler; +import java.util.logging.Level; +import java.util.logging.LogRecord; +import java.util.logging.Logger; + +import static org.junit.jupiter.api.Assertions.*; + +class CLIMainTest { + + @TempDir + Path tempDir; + + /** + * When processing a PDF file throws any exception, CLIMain.run() must return + * a non-zero exit code. This test uses a malformed PDF with hybrid mode + * targeting an unreachable server, which triggers an exception during processing. + * + *

    Before this fix, processFile() caught all exceptions and logged them at + * SEVERE level but never propagated the failure to the exit code. + * + *

    Regression test for https://github.com/opendataloader-project/opendataloader-pdf/issues/287 + */ + @Test + void testProcessingFailureReturnsNonZeroExitCode() throws IOException { + // Create a minimal PDF file so processFile is actually invoked + // (the file must exist and end in .pdf to pass the isPdfFile check) + Path testPdf = tempDir.resolve("test.pdf"); + Files.write(testPdf, "%PDF-1.4 minimal".getBytes()); + + // Use an unreachable hybrid URL — the processing will fail either at + // the hybrid availability check or during PDF parsing, both of which + // must result in a non-zero exit code. + int exitCode = CLIMain.run(new String[]{ + "--hybrid", "docling-fast", + "--hybrid-url", "http://127.0.0.1:59999", + testPdf.toString() + }); + + assertNotEquals(0, exitCode, + "Exit code must be non-zero when file processing fails"); + } + + /** + * When a directory contains a file that fails processing, run() must return + * non-zero, even though other files in the directory may succeed. The + * "failure" here must be a genuine processing error (unreachable hybrid + * backend), not a corrupt-content classification — corrupt PDFs inside a + * directory are silently skipped by design (see + * {@link #testCorruptPdfInsideDirectoryIsSilentlySkipped()}), so the test + * uses a parseable PDF and lets the hybrid availability check fail. + */ + @Test + void testDirectoryWithFailingFileReturnsNonZeroExitCode() throws IOException { + Path dir = tempDir.resolve("docs"); + Files.createDirectory(dir); + Path testPdf = dir.resolve("bad.pdf"); + try (PDDocument doc = new PDDocument()) { + doc.addPage(new PDPage()); + doc.save(testPdf.toFile()); + } + + int exitCode = CLIMain.run(new String[]{ + "--hybrid", "docling-fast", + "--hybrid-url", "http://127.0.0.1:59999", + dir.toString() + }); + + assertNotEquals(0, exitCode, + "Exit code must be non-zero when any file in directory fails"); + } + + /** + * Normal invocation with no arguments should return 0 (just prints help). + */ + @Test + void testNoArgumentsReturnsZero() { + int exitCode = CLIMain.run(new String[]{}); + assertEquals(0, exitCode); + } + + /** + * Invalid CLI arguments (e.g., unrecognized option) must return exit code 2, + * following POSIX convention for command-line usage errors. + */ + @Test + void testInvalidArgumentsReturnsExitCode2() { + int exitCode = CLIMain.run(new String[]{"--no-such-option"}); + assertEquals(2, exitCode); + } + + /** + * Non-existent input file must return non-zero exit code. + */ + @Test + void testNonExistentFileReturnsNonZeroExitCode() { + int exitCode = CLIMain.run(new String[]{"/nonexistent/path/file.pdf"}); + assertNotEquals(0, exitCode, + "Exit code must be non-zero when input file does not exist"); + } + + /** + * A non-PDF file given directly on the command line must produce a clear + * error message on stdout and a non-zero exit code, instead of silently + * exiting with success. + * + *

    Regression test for PDFDLOSP-5. + */ + @Test + void testNonPdfTopLevelArgumentEmitsErrorAndFails() throws IOException { + Path png = tempDir.resolve("abcd.png"); + Files.write(png, new byte[]{(byte) 0x89, 0x50, 0x4E, 0x47}); + + String stdout = captureStdoutOf(() -> CLIMain.run(new String[]{png.toString()})); + + assertTrue(stdout.contains("'abcd.png' is not a PDF file"), + "stdout must mention the offending file name and that it is not a PDF; got: " + stdout); + assertTrue(stdout.contains("Input must be a PDF file or a folder containing PDF files"), + "stdout must guide the user to valid input; got: " + stdout); + } + + @Test + void testNonPdfTopLevelArgumentReturnsNonZeroExitCode() throws IOException { + Path png = tempDir.resolve("abcd.png"); + Files.write(png, new byte[]{(byte) 0x89, 0x50, 0x4E, 0x47}); + + int exitCode = CLIMain.run(new String[]{png.toString()}); + + assertNotEquals(0, exitCode, + "Exit code must be non-zero when the top-level argument is not a PDF"); + } + + /** + * Non-PDF files inside a directory must continue to be silently skipped — + * batch-folder processing with mixed file types is a legitimate use case + * and must not regress. + */ + @Test + void testNonPdfFileInsideDirectoryIsSilentlySkipped() throws IOException { + Path dir = tempDir.resolve("mixed"); + Files.createDirectory(dir); + Files.write(dir.resolve("note.png"), new byte[]{(byte) 0x89, 0x50, 0x4E, 0x47}); + Files.write(dir.resolve("readme.txt"), "hello".getBytes(StandardCharsets.UTF_8)); + + String stdout = captureStdoutOf(() -> CLIMain.run(new String[]{dir.toString()})); + + assertFalse(stdout.contains("is not a PDF file"), + "Files discovered during directory traversal must not trigger the top-level error; got: " + stdout); + } + + @Test + void testDirectoryWithOnlyNonPdfFilesReturnsZero() throws IOException { + Path dir = tempDir.resolve("non-pdf-only"); + Files.createDirectory(dir); + Files.write(dir.resolve("note.png"), new byte[]{(byte) 0x89, 0x50, 0x4E, 0x47}); + + int exitCode = CLIMain.run(new String[]{dir.toString()}); + + assertEquals(0, exitCode, + "Directories containing only non-PDF files must succeed (silent skip)"); + } + + /** + * A folder containing zero processable PDFs must emit a clear "No PDF files + * found" message instead of exiting silently with status 0 — without this + * the user cannot distinguish "wrong folder", "empty folder", and + * "successful run". The path shown is the literal argument the user typed + * (File#getPath), so {@code .} and trailing-slash inputs render correctly. + * + *

    Regression test for PDFDLOSP-15. + */ + @Test + void testEmptyDirectoryEmitsNoPdfFoundMessage() throws IOException { + Path dir = tempDir.resolve("empty"); + Files.createDirectory(dir); + + String[] stdoutHolder = new String[1]; + int exitCode = (int) runCapturingStdout( + () -> CLIMain.run(new String[]{dir.toString()}), + stdoutHolder); + + assertEquals(0, exitCode, "Empty folder is not an error"); + assertTrue(stdoutHolder[0].contains("No PDF files found in '" + dir + "'"), + "stdout must report that no PDFs were found; got: " + stdoutHolder[0]); + } + + @Test + void testDirectoryWithOnlyNonPdfFilesEmitsNoPdfFoundMessage() throws IOException { + Path dir = tempDir.resolve("basic_images"); + Files.createDirectory(dir); + Files.write(dir.resolve("a.png"), new byte[]{(byte) 0x89, 0x50, 0x4E, 0x47}); + Files.write(dir.resolve("b.jpg"), new byte[]{(byte) 0xFF, (byte) 0xD8}); + + String[] stdoutHolder = new String[1]; + int exitCode = (int) runCapturingStdout( + () -> CLIMain.run(new String[]{dir.toString()}), + stdoutHolder); + + assertEquals(0, exitCode); + assertTrue(stdoutHolder[0].contains("No PDF files found in '" + dir + "'"), + "stdout must report that no PDFs were found; got: " + stdoutHolder[0]); + } + + /** + * Subdirectories must aggregate into the top-level summary rather than + * emit their own "No PDF files found" / "Processed N..." lines — only the + * user-supplied folder path appears in the output. + */ + @Test + void testNestedSubdirectoriesAggregateIntoTopLevelSummary() throws IOException { + Path top = tempDir.resolve("top"); + Path sub = top.resolve("sub"); + Files.createDirectories(sub); + Files.write(sub.resolve("nested.pdf"), "%PDF-1.4 minimal".getBytes(StandardCharsets.UTF_8)); + + String[] stdoutHolder = new String[1]; + runCapturingStdout( + () -> CLIMain.run(new String[]{top.toString()}), + stdoutHolder); + + assertTrue(stdoutHolder[0].contains("Processed 1 PDF file in '" + top + "'"), + "stdout must summarize at the top-level folder including nested PDFs; got: " + + stdoutHolder[0]); + assertFalse(stdoutHolder[0].contains("in '" + sub + "'"), + "stdout must not emit a separate summary for nested subdirectories; got: " + + stdoutHolder[0]); + } + + @Test + void testDirectoryWithMultiplePdfsEmitsProcessedSummary() throws IOException { + Path dir = tempDir.resolve("docs"); + Files.createDirectory(dir); + Files.write(dir.resolve("a.pdf"), "%PDF-1.4 minimal".getBytes(StandardCharsets.UTF_8)); + Files.write(dir.resolve("b.pdf"), "%PDF-1.4 minimal".getBytes(StandardCharsets.UTF_8)); + + String[] stdoutHolder = new String[1]; + runCapturingStdout( + () -> CLIMain.run(new String[]{dir.toString()}), + stdoutHolder); + + assertTrue(stdoutHolder[0].contains("Processed 2 PDF files in '" + dir + "'"), + "stdout must summarize with plural 'files' when count > 1; got: " + + stdoutHolder[0]); + } + + /** + * When the command line mixes a valid PDF argument with a top-level non-PDF + * argument, the run must fail overall but only the non-PDF entry should + * produce the user-facing error message. + */ + @Test + void testMixedTopLevelArgumentsReportOnlyNonPdfAndFailOverall() throws IOException { + Path png = tempDir.resolve("note.png"); + Files.write(png, new byte[]{(byte) 0x89, 0x50, 0x4E, 0x47}); + Path pdf = tempDir.resolve("doc.pdf"); + Files.write(pdf, "%PDF-1.4 minimal".getBytes(StandardCharsets.UTF_8)); + + String[] stdoutHolder = new String[1]; + int exitCode = (int) runCapturingStdout( + () -> CLIMain.run(new String[]{pdf.toString(), png.toString()}), + stdoutHolder); + + assertNotEquals(0, exitCode, + "Exit code must be non-zero when any top-level argument is not a PDF"); + assertTrue(stdoutHolder[0].contains("'note.png' is not a PDF file"), + "stdout must call out the non-PDF argument by name; got: " + stdoutHolder[0]); + } + + /** + * Password-protected PDF with no password supplied must produce a single + * user-friendly error message (no verapdf stack trace) and exit non-zero. + * + *

    Regression test for PDFDLOSP-9. + */ + @Test + void testPasswordProtectedWithoutPasswordEmitsFriendlyError() throws IOException { + Path pdf = createPasswordProtectedPdf(tempDir.resolve("locked.pdf"), "1234"); + + String[] holder = new String[1]; + int exitCode = (int) runCapturingStdout( + () -> CLIMain.run(new String[]{pdf.toString()}), + holder); + + assertNotEquals(0, exitCode, "exit code must be non-zero"); + assertTrue(holder[0].contains("'locked.pdf' is password-protected"), + "stdout must call out the file by name and explain it is password-protected; got: " + holder[0]); + assertTrue(holder[0].contains("--password"), + "stdout must guide the user to the --password option; got: " + holder[0]); + assertFalse(holder[0].contains("InvalidPasswordException"), + "stdout must not expose internal exception type; got: " + holder[0]); + assertFalse(holder[0].contains("at org.verapdf"), + "stdout must not expose a stack trace; got: " + holder[0]); + } + + /** + * Password-protected PDF with an incorrect password must produce a single + * user-friendly error message (no verapdf stack trace) and exit non-zero. + * + *

    Regression test for PDFDLOSP-9. + */ + @Test + void testPasswordProtectedWithWrongPasswordEmitsFriendlyError() throws IOException { + Path pdf = createPasswordProtectedPdf(tempDir.resolve("locked.pdf"), "1234"); + + String[] holder = new String[1]; + int exitCode = (int) runCapturingStdout( + () -> CLIMain.run(new String[]{pdf.toString(), "--password", "wrongpw"}), + holder); + + assertNotEquals(0, exitCode, "exit code must be non-zero"); + assertTrue(holder[0].contains("Incorrect password for 'locked.pdf'"), + "stdout must report incorrect password and the file name; got: " + holder[0]); + assertFalse(holder[0].contains("InvalidPasswordException"), + "stdout must not expose internal exception type; got: " + holder[0]); + assertFalse(holder[0].contains("at org.verapdf"), + "stdout must not expose a stack trace; got: " + holder[0]); + } + + /** + * Correct password must keep the existing success path: exit code 0 and + * the JSON output produced next to the input. Regression guard for the + * happy case while fixing PDFDLOSP-9. + */ + @Test + void testPasswordProtectedWithCorrectPasswordSucceeds() throws IOException { + Path pdf = createPasswordProtectedPdf(tempDir.resolve("locked.pdf"), "1234"); + + int exitCode = CLIMain.run(new String[]{pdf.toString(), "--password", "1234"}); + + assertEquals(0, exitCode, "correct password must keep exit code 0"); + assertTrue(Files.exists(tempDir.resolve("locked.json")), + "JSON output must be produced next to the input PDF"); + } + + private static Path createPasswordProtectedPdf(Path target, String password) throws IOException { + try (PDDocument document = new PDDocument()) { + document.addPage(new PDPage()); + AccessPermission permissions = new AccessPermission(); + StandardProtectionPolicy policy = new StandardProtectionPolicy(password, password, permissions); + policy.setEncryptionKeyLength(128); + document.protect(policy); + document.save(target.toFile()); + } + return target; + } + + // --- PDFDLOSP-21: hybrid backend unavailable, stack-trace guard ------- + + /** + * When the hybrid backend is unreachable and {@code --hybrid-fallback} is + * NOT supplied, CLIMain must surface the friendly fail-fast message + * (including the new {@code --hybrid-fallback} hint) via the SEVERE log + * record and must never leak a Java stack trace to stdout. Regression for + * PDFDLOSP-21. + */ + @Test + void testHybridUnavailableWithoutFallbackEmitsFriendlyMessageNoStackTrace() throws IOException { + Path testPdf = tempDir.resolve("ok.pdf"); + // Minimal but valid-enough header so the file reaches HybridDocumentProcessor. + // PDF parsing happens after health-check on this branch. + try (PDDocument doc = new PDDocument()) { + doc.addPage(new PDPage()); + doc.save(testPdf.toFile()); + } + + // Reserve an ephemeral port and release it so connect() is refused. + int closedPort; + try (java.net.ServerSocket socket = new java.net.ServerSocket(0)) { + closedPort = socket.getLocalPort(); + } + + String[] stdoutHolder = new String[1]; + StringBuilder logCapture = new StringBuilder(); + java.util.logging.Logger cliLogger = java.util.logging.Logger.getLogger( + "org.opendataloader.pdf.cli.CLIMain"); + java.util.logging.Handler captureHandler = new java.util.logging.Handler() { + @Override public void publish(java.util.logging.LogRecord record) { + logCapture.append(record.getMessage()).append('\n'); + Throwable thrown = record.getThrown(); + while (thrown != null) { + logCapture.append(thrown).append('\n'); + for (StackTraceElement frame : thrown.getStackTrace()) { + logCapture.append("\tat ").append(frame).append('\n'); + } + thrown = thrown.getCause(); + } + } + @Override public void flush() {} + @Override public void close() {} + }; + cliLogger.addHandler(captureHandler); + int exitCode; + try { + exitCode = (int) runCapturingStdout(() -> CLIMain.run(new String[]{ + "--hybrid", "docling-fast", + "--hybrid-mode", "full", + "--hybrid-url", "http://127.0.0.1:" + closedPort, + "--output", tempDir.toString(), + testPdf.toString() + }), stdoutHolder); + } finally { + cliLogger.removeHandler(captureHandler); + } + + assertNotEquals(0, exitCode, + "Exit code must be non-zero when hybrid backend is unreachable and fallback is off"); + + String out = stdoutHolder[0]; + assertFalse(out.contains("\tat "), + "stdout must not contain a Java stack trace ('\\tat '); got: " + out); + + String logged = logCapture.toString(); + assertTrue(logged.contains("Hybrid server is not available"), + "Log output should explain that the hybrid backend is unreachable; got: " + logged); + assertTrue(logged.contains("--hybrid-fallback"), + "Log output should include the --hybrid-fallback recovery hint; got: " + logged); + } + + // --- PDFDLOSP-14: magic-number guard regressions ---------------------- + + private static final byte[] JPEG_PREFIX = new byte[]{ + (byte) 0xFF, (byte) 0xD8, (byte) 0xFF, (byte) 0xE0, + 0x00, 0x10, 'J', 'F', 'I', 'F', 0x00 + }; + + /** + * A .pdf-named file whose content is not actually PDF must produce the + * user-facing magic-number error on stdout, fail with non-zero exit, AND + * must not leak any veraPDF internal stack trace. Regression for + * PDFDLOSP-14. + */ + @Test + void testPdfExtensionWithNonPdfContentEmitsMagicNumberError() throws IOException { + Path fakePdf = tempDir.resolve("fake.pdf"); + Files.write(fakePdf, JPEG_PREFIX); + + String[] stdoutHolder = new String[1]; + int exitCode = (int) runCapturingStdout( + () -> CLIMain.run(new String[]{fakePdf.toString()}), + stdoutHolder); + + assertNotEquals(0, exitCode, + "Exit code must be non-zero when input content is not PDF"); + assertTrue(stdoutHolder[0].contains("'fake.pdf' is not a valid PDF file (missing %PDF- header)"), + "stdout must contain the magic-number error; got: " + stdoutHolder[0]); + } + + /** + * Stack-trace leakage guard: the veraPDF internals must NEVER appear on + * stdout for the non-PDF-content case. This is the core regression we + * are preventing — if the catch branch is reverted or the guard moves + * back behind PDDocument construction, this test fails. + */ + @Test + void testPdfExtensionWithNonPdfContentDoesNotLeakStackTrace() throws IOException { + Path fakePdf = tempDir.resolve("fake.pdf"); + Files.write(fakePdf, JPEG_PREFIX); + + String[] stdoutHolder = new String[1]; + runCapturingStdout( + () -> CLIMain.run(new String[]{fakePdf.toString()}), + stdoutHolder); + + String out = stdoutHolder[0]; + assertFalse(out.toLowerCase(java.util.Locale.ROOT).contains("verapdf"), + "Output must not contain 'verapdf'; got: " + out); + assertFalse(out.contains("java.io.IOException:"), + "Output must not contain 'java.io.IOException:'; got: " + out); + assertFalse(out.contains("\tat "), + "Output must not contain a Java stack trace ('\\tat '); got: " + out); + } + + /** + * A directory containing a .pdf-named non-PDF file alongside another + * non-PDF file must (a) NOT print the top-level magic-number error to + * stdout, (b) still exit 0 (silent skip preserves PR #496's batch-folder + * semantics), and (c) emit a single WARNING log line so operators can + * investigate why a file was skipped. Captures CLIMain's JUL logger + * directly because java.util.logging routes WARNING to a ConsoleHandler + * on stderr by default and may be suppressed entirely under --quiet. + */ + @Test + void testPdfExtensionNonPdfInsideDirectoryIsSilentlySkipped() throws IOException { + Path dir = tempDir.resolve("mixed"); + Files.createDirectory(dir); + Files.write(dir.resolve("fake.pdf"), JPEG_PREFIX); + Files.write(dir.resolve("note.png"), new byte[]{(byte) 0x89, 0x50, 0x4E, 0x47}); + + List records = new ArrayList<>(); + String[] stdoutHolder = new String[1]; + int exitCode = (int) captureLogsOf(records, () -> runCapturingStdout( + () -> CLIMain.run(new String[]{dir.toString()}), + stdoutHolder)).intValue(); + + assertEquals(0, exitCode, + "Directory containing only invalid files must still exit 0 (silent skip)"); + assertFalse(stdoutHolder[0].contains("Error:"), + "Directory traversal must not surface 'Error:' on stdout; got: " + stdoutHolder[0]); + assertFalse(stdoutHolder[0].contains("missing %PDF- header"), + "Directory traversal must not surface the magic-number error on stdout; got: " + + stdoutHolder[0]); + long warningMatches = records.stream().filter(r -> + r.getLevel() == Level.WARNING + && r.getMessage() != null + && r.getMessage().contains("'fake.pdf'") + && r.getMessage().contains("missing %PDF- header")).count(); + assertEquals(1L, warningMatches, + "Exactly one WARNING log must name the offending file and the missing header; " + + "got: " + records); + } + + /** + * A PDF with a valid {@code %PDF-} header but a corrupt or truncated body + * must surface the friendly "corrupted or truncated content" error on + * stdout, exit non-zero, AND must not leak a veraPDF stack trace. The + * wording must also be distinct from the missing-header case so users + * can tell the two failure modes apart. + */ + @Test + void testCorruptPdfShowsCorruptedFileErrorWithoutStackTrace() throws IOException { + Path corrupt = tempDir.resolve("corrupt.pdf"); + // Valid header, but nothing else — veraPDF will fail at parse time. + Files.write(corrupt, "%PDF-1.4\n".getBytes(StandardCharsets.UTF_8)); + + String[] stdoutHolder = new String[1]; + int exitCode = (int) runCapturingStdout( + () -> CLIMain.run(new String[]{corrupt.toString()}), + stdoutHolder); + + String out = stdoutHolder[0]; + assertNotEquals(0, exitCode, + "Corrupt PDF must still fail (non-zero exit); got stdout: " + out); + assertTrue(out.contains("'corrupt.pdf' is not a valid PDF file (corrupted or truncated content)"), + "stdout must surface the friendly corrupted-content error; got: " + out); + assertFalse(out.contains("missing %PDF- header"), + "Corrupt-but-headered PDFs must NOT be misreported as missing the header; got: " + + out); + assertFalse(out.toLowerCase(java.util.Locale.ROOT).contains("verapdf"), + "Output must not contain 'verapdf'; got: " + out); + assertFalse(out.contains("java.io.IOException:"), + "Output must not contain 'java.io.IOException:'; got: " + out); + assertFalse(out.contains("\tat "), + "Output must not contain a Java stack trace ('\\tat '); got: " + out); + } + + /** + * A corrupt-but-headered PDF inside a directory must follow the same + * batch-folder semantics as a non-PDF-content file: WARNING log, no + * {@code Error:} on stdout, exit 0. This mirrors + * {@link #testPdfExtensionNonPdfInsideDirectoryIsSilentlySkipped()} for + * the corrupted-body branch so both failure modes route through the + * same {@link InvalidPdfFileException} handler in CLIMain. + */ + @Test + void testCorruptPdfInsideDirectoryIsSilentlySkipped() throws IOException { + Path dir = tempDir.resolve("mixed-corrupt"); + Files.createDirectory(dir); + Files.write(dir.resolve("corrupt.pdf"), + "%PDF-1.4\n".getBytes(StandardCharsets.UTF_8)); + Files.write(dir.resolve("note.png"), new byte[]{(byte) 0x89, 0x50, 0x4E, 0x47}); + + List records = new ArrayList<>(); + String[] stdoutHolder = new String[1]; + int exitCode = (int) captureLogsOf(records, () -> runCapturingStdout( + () -> CLIMain.run(new String[]{dir.toString()}), + stdoutHolder)).intValue(); + + assertEquals(0, exitCode, + "Directory traversal must exit 0 even when a child is a corrupt PDF " + + "(silent-skip semantics); got stdout: " + stdoutHolder[0]); + assertFalse(stdoutHolder[0].contains("Error:"), + "Directory traversal must not surface 'Error:' on stdout; got: " + stdoutHolder[0]); + long warningMatches = records.stream().filter(r -> + r.getLevel() == Level.WARNING + && r.getMessage() != null + && r.getMessage().contains("'corrupt.pdf'") + && r.getMessage().contains("corrupted or truncated")).count(); + assertEquals(1L, warningMatches, + "Exactly one WARNING log must name the offending file and describe " + + "the corrupted-content failure; got: " + records); + } + + /** + * Runs {@code action} with a temporary {@link Handler} attached to + * {@link CLIMain}'s JUL logger, collecting every {@link LogRecord} into + * {@code sink}. Restores the prior handler list and level on exit. + * + *

    JUL is global; this helper assumes sequential test execution + * (JUnit 5 + Surefire default). Returns whatever {@code action} returned. + */ + private static T captureLogsOf(List sink, java.util.concurrent.Callable action) { + Logger logger = Logger.getLogger(CLIMain.class.getCanonicalName()); + Level priorLevel = logger.getLevel(); + boolean priorUseParent = logger.getUseParentHandlers(); + Handler capture = new Handler() { + @Override public void publish(LogRecord record) { sink.add(record); } + @Override public void flush() { } + @Override public void close() { } + }; + capture.setLevel(Level.ALL); + logger.addHandler(capture); + logger.setLevel(Level.ALL); + logger.setUseParentHandlers(false); + try { + return action.call(); + } catch (Exception exception) { + throw new RuntimeException(exception); + } finally { + logger.removeHandler(capture); + logger.setLevel(priorLevel); + logger.setUseParentHandlers(priorUseParent); + } + } + + private static String captureStdoutOf(Runnable action) { + String[] holder = new String[1]; + runCapturingStdout(() -> { + action.run(); + return 0; + }, holder); + return holder[0]; + } + + // System.setOut is JVM-global; this helper assumes sequential test + // execution (JUnit 5 + maven-surefire default). Revisit if parallel + // test execution is enabled — concurrent captures would interleave. + private static long runCapturingStdout(java.util.concurrent.Callable action, String[] stdoutHolder) { + PrintStream originalOut = System.out; + ByteArrayOutputStream buffer = new ByteArrayOutputStream(); + System.setOut(new PrintStream(buffer, true, StandardCharsets.UTF_8)); + try { + int exitCode = action.call(); + stdoutHolder[0] = buffer.toString(StandardCharsets.UTF_8); + return exitCode; + } catch (Exception exception) { + throw new RuntimeException(exception); + } finally { + System.setOut(originalOut); + } + } +} diff --git a/java/opendataloader-pdf-cli/src/test/java/org/opendataloader/pdf/cli/FormatLogRegressionTest.java b/java/opendataloader-pdf-cli/src/test/java/org/opendataloader/pdf/cli/FormatLogRegressionTest.java new file mode 100644 index 0000000..2e83424 --- /dev/null +++ b/java/opendataloader-pdf-cli/src/test/java/org/opendataloader/pdf/cli/FormatLogRegressionTest.java @@ -0,0 +1,124 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.cli; + +import org.apache.pdfbox.pdmodel.PDDocument; +import org.apache.pdfbox.pdmodel.PDPage; +import org.junit.jupiter.api.io.TempDir; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.ValueSource; + +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.ArrayList; +import java.util.List; +import java.util.concurrent.Callable; +import java.util.logging.Handler; +import java.util.logging.Level; +import java.util.logging.LogRecord; +import java.util.logging.Logger; + +import static org.junit.jupiter.api.Assertions.assertEquals; + +/** + * Regression test for PDFDLOSP-26: every {@code --format} value must emit + * exactly one INFO-level "Created <path>" log line after writing its + * output. Tagged-PDF previously skipped this log because + * {@code AutoTaggingProcessor.createTaggedPDF()} had no {@code Logger}. + */ +class FormatLogRegressionTest { + + @TempDir + Path tempDir; + + @ParameterizedTest(name = "--format {0} emits exactly one Created log") + @ValueSource(strings = {"json", "text", "html", "pdf", "markdown", "tagged-pdf"}) + void formatEmitsExactlyOneCreatedLog(String format) throws IOException { + Path pdf = createMinimalPdf(tempDir.resolve("in.pdf")); + Path outDir = tempDir.resolve(format); + Files.createDirectories(outDir); + + List records = new ArrayList<>(); + int exitCode = captureAllLogsOf(records, () -> CLIMain.run(new String[]{ + "--format", format, + "--output", outDir.toString(), + pdf.toString() + })); + + assertEquals(0, exitCode, () -> + "Exit code must be 0 for --format " + format + "; records: " + summarize(records)); + + long createdCount = records.stream() + .filter(r -> r.getLevel() == Level.INFO) + .filter(r -> r.getMessage() != null && r.getMessage().contains("Created")) + .count(); + + assertEquals(1L, createdCount, () -> + "Exactly one INFO 'Created ...' log expected for --format " + format + + "; got " + createdCount + ". Records: " + summarize(records)); + } + + private static Path createMinimalPdf(Path target) throws IOException { + try (PDDocument document = new PDDocument()) { + document.addPage(new PDPage()); + document.save(target.toFile()); + } + return target; + } + + /** + * Captures every {@link LogRecord} emitted by any logger under the + * {@code org.opendataloader.pdf} hierarchy. Attaching to the root logger + * would also include third-party noise; attaching to the package root + * picks up CLIMain plus every generator/processor in core (JUL records + * propagate to parent handlers). + * + *

    JUL is global; this assumes sequential test execution + * (JUnit 5 + Surefire default). + */ + private static T captureAllLogsOf(List sink, Callable action) { + Logger logger = Logger.getLogger("org.opendataloader.pdf"); + Level priorLevel = logger.getLevel(); + boolean priorUseParent = logger.getUseParentHandlers(); + Handler capture = new Handler() { + @Override public void publish(LogRecord record) { sink.add(record); } + @Override public void flush() { } + @Override public void close() { } + }; + capture.setLevel(Level.ALL); + logger.addHandler(capture); + logger.setLevel(Level.ALL); + logger.setUseParentHandlers(false); + try { + return action.call(); + } catch (Exception exception) { + throw new RuntimeException(exception); + } finally { + logger.removeHandler(capture); + logger.setLevel(priorLevel); + logger.setUseParentHandlers(priorUseParent); + } + } + + private static String summarize(List records) { + StringBuilder sb = new StringBuilder("["); + for (LogRecord r : records) { + sb.append('(').append(r.getLevel()).append(": ").append(r.getMessage()).append(") "); + } + return sb.append(']').toString(); + } +} diff --git a/java/opendataloader-pdf-core/pom.xml b/java/opendataloader-pdf-core/pom.xml new file mode 100644 index 0000000..5f3dcf5 --- /dev/null +++ b/java/opendataloader-pdf-core/pom.xml @@ -0,0 +1,245 @@ + + + + 4.0.0 + + + org.opendataloader + opendataloader-pdf-parent + 0.0.0 + ../pom.xml + + + opendataloader-pdf-core + jar + + OpenDataLoader PDF Core + OpenDataLoader PDF Core + + + + org.verapdf + validation-model + ${verapdf.version} + + + org.verapdf + feature-reporting + + + org.jacoco + jacoco-maven-plugin + + + + + org.verapdf + wcag-validation + ${verapdf.version} + + + org.jacoco + jacoco-maven-plugin + + + + + org.verapdf + wcag-algorithms + ${verapdf.wcag.algs.version} + + + org.jacoco + jacoco-maven-plugin + + + + + com.fasterxml.jackson.core + jackson-databind + ${jackson.databind.version} + + + commons-cli + commons-cli + + + + com.squareup.okhttp3 + okhttp-jvm + + + org.junit.jupiter + junit-jupiter + test + + + com.squareup.okhttp3 + mockwebserver3 + test + + + org.assertj + assertj-core + test + + + + + + + ${project.basedir}/../../ + + LICENSE + NOTICE + + META-INF + false + + + ${project.basedir}/../../THIRD_PARTY + + **/* + + META-INF/THIRD_PARTY + false + + + + + org.codehaus.mojo + flatten-maven-plugin + + true + oss + + + + + + + + + + + flatten + process-resources + + flatten + + + + flatten.clean + clean + + clean + + + + + + maven-compiler-plugin + + + org.jacoco + jacoco-maven-plugin + + + + prepare-agent + + + + report + test + + report + + + + + + org.apache.maven.plugins + maven-source-plugin + + + attach-sources + + jar-no-fork + + + + + + org.apache.maven.plugins + maven-javadoc-plugin + + + attach-javadocs + + jar + + + + + + + + + + release + + + + org.sonatype.central + central-publishing-maven-plugin + true + + central + true + published + + + + org.apache.maven.plugins + maven-gpg-plugin + + + sign-artifacts + verify + + sign + + + + + + + + + + diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/AutoTagger.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/AutoTagger.java new file mode 100644 index 0000000..12cb979 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/AutoTagger.java @@ -0,0 +1,92 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.api; + +import org.opendataloader.pdf.processors.AutoTaggingProcessor; +import org.opendataloader.pdf.processors.DocumentProcessor; +import org.opendataloader.pdf.processors.ExtractionResult; +import org.verapdf.pd.PDDocument; +import org.verapdf.tools.StaticResources; + +import java.io.IOException; + +/** + * Public API for standalone PDF auto-tagging. + * + *

    Returns an in-memory tagged {@link PDDocument} without writing intermediate files. + * Use {@link OpenDataLoaderPDF#processFile} for the full extraction + output pipeline. + * + *

    Example usage: + * 

    {@code
+ * Config config = new Config();
+ * config.setHybrid("docling-fast");
+ *
+ * try (TaggingResult result = AutoTagger.tag("input.pdf", config)) {
+ *     PDDocument tagged = result.getDocument();
+ *     // use tagged document...
+ *     result.saveTo("output_tagged.pdf");
+ * }
+ * AutoTagger.shutdown();
+ * }
    + */ +public final class AutoTagger { + + private AutoTagger() { + } + + /** + * Extract content from a PDF and produce a tagged PDF document in-memory. + * Output format flags in config are ignored — this method only produces + * a tagged PDDocument. + * + * @param inputPdf path to the input PDF file + * @param config configuration (extraction + hybrid fields are used; + * output format flags are ignored) + * @return result containing the tagged PDDocument and timing metadata + * @throws IOException if unable to read or process the PDF + */ + public static TaggingResult tag(String inputPdf, Config config, Float pdfVersion) throws IOException { + ExtractionResult extraction = DocumentProcessor.extractContents(inputPdf, config); + return tag(extraction, pdfVersion); + } + + /** + * Tag a PDF document from a previously computed {@link ExtractionResult}. + * Use this when you need both tagged PDF and other output formats from the + * same extraction — call {@link DocumentProcessor#extractContents} once, + * then pass the result here and to other output generators. + * + * @param extraction pre-computed extraction result + * @return result containing the tagged PDDocument and timing metadata + * @throws IOException if unable to tag the document + */ + public static TaggingResult tag(ExtractionResult extraction, Float pdfVersion) throws IOException { + long t0 = System.nanoTime(); + PDDocument document = StaticResources.getDocument(); + AutoTaggingProcessor.tagDocument(document, extraction.getContents(), pdfVersion); + long taggingNs = System.nanoTime() - t0; + + return new TaggingResult(document, extraction.getExtractionNs(), taggingNs, + extraction.getHybridTimings(), extraction.getElementMetadata()); + } + + /** + * Release hybrid client resources. Call when processing is complete. + */ + public static void shutdown() { + OpenDataLoaderPDF.shutdown(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/Config.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/Config.java new file mode 100644 index 0000000..35e36e8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/Config.java @@ -0,0 +1,922 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.api; + +import java.util.ArrayList; +import java.util.HashSet; +import java.util.List; +import java.util.Locale; +import java.util.Set; +import java.util.logging.Level; +import java.util.logging.Logger; + +import org.opendataloader.pdf.hybrid.HybridConfig; + +/** + * Configuration class for the PDF processing. + * Use this class to specify output formats, text processing options, and other settings. + */ +public class Config { + private static final Logger LOGGER = Logger.getLogger(Config.class.getCanonicalName()); + + /** Reading order option: no sorting, keeps PDF COS object order. */ + public static final String READING_ORDER_OFF = "off"; + /** Reading order option: XY-Cut++ algorithm for layout-aware sorting. */ + public static final String READING_ORDER_XYCUT = "xycut"; + private static Set readingOrderOptions = new HashSet<>(); + + /** Hybrid mode: off (Java-only processing, no external dependency). */ + public static final String HYBRID_OFF = "off"; + /** Hybrid mode: docling backend (Docling FastAPI server). */ + public static final String HYBRID_DOCLING = "docling"; + /** Hybrid mode: docling-fast backend (deprecated alias for docling). */ + public static final String HYBRID_DOCLING_FAST = "docling-fast"; + /** Hybrid mode: hancom backend (Hancom Document AI). */ + public static final String HYBRID_HANCOM = "hancom"; + /** Hybrid mode: hancom-ai backend (Hancom AI HOCR SDK — individual modules). */ + public static final String HYBRID_HANCOM_AI = "hancom-ai"; + /** Hybrid mode: azure backend (Azure Document Intelligence). */ + public static final String HYBRID_AZURE = "azure"; + /** Hybrid mode: google backend (Google Document AI). */ + public static final String HYBRID_GOOGLE = "google"; + private static Set hybridOptions = new HashSet<>(); + + /** Hybrid triage mode: auto (dynamic triage based on page content). */ + public static final String HYBRID_MODE_AUTO = "auto"; + /** Hybrid triage mode: full (skip triage, send all pages to backend). */ + public static final String HYBRID_MODE_FULL = "full"; + private static Set hybridModeOptions = new HashSet<>(); + + /** Placeholder string for page number in separators. */ + public static final String PAGE_NUMBER_STRING = "%page-number%"; + private String password; + private boolean isGenerateMarkdown = false; + private boolean isGenerateHtml = false; + private boolean isGeneratePDF = false; + private boolean keepLineBreaks = false; + private boolean isGenerateJSON = true; + private boolean isGenerateText = false; + private boolean isGenerateTaggedPDF = false; + private boolean useStructTree = false; + private boolean useHTMLInMarkdown = false; + private boolean addImageToMarkdown = false; + private String replaceInvalidChars = " "; + private String outputFolder; + private String tableMethod = TABLE_METHOD_DEFAULT; + private String readingOrder = READING_ORDER_XYCUT; + private String markdownPageSeparator = ""; + private String textPageSeparator = ""; + private String htmlPageSeparator = ""; + private String imageOutput = IMAGE_OUTPUT_EXTERNAL; + private String imageFormat = IMAGE_FORMAT_PNG; + private String imageDir; + private String pages; + private List cachedPageNumbers; + private final FilterConfig filterConfig = new FilterConfig(); + private String hybrid = HYBRID_OFF; + private final HybridConfig hybridConfig = new HybridConfig(); + private boolean includeHeaderFooter = false; + private boolean detectStrikethrough = false; + + /** Table detection method: default (border-based detection). */ + public static final String TABLE_METHOD_DEFAULT = "default"; + /** Table detection method: cluster-based detection (includes border-based). */ + public static final String TABLE_METHOD_CLUSTER = "cluster"; + private static Set tableMethodOptions = new HashSet<>(); + + /** Image format: PNG. */ + public static final String IMAGE_FORMAT_PNG = "png"; + /** Image format: JPEG. */ + public static final String IMAGE_FORMAT_JPEG = "jpeg"; + private static Set imageFormatOptions = new HashSet<>(); + + /** Image output mode: no image extraction. */ + public static final String IMAGE_OUTPUT_OFF = "off"; + /** Image output mode: embedded as Base64 data URIs. */ + public static final String IMAGE_OUTPUT_EMBEDDED = "embedded"; + /** Image output mode: external file references. */ + public static final String IMAGE_OUTPUT_EXTERNAL = "external"; + private static Set imageOutputOptions = new HashSet<>(); + + static { + readingOrderOptions.add(READING_ORDER_OFF); + readingOrderOptions.add(READING_ORDER_XYCUT); + tableMethodOptions.add(TABLE_METHOD_DEFAULT); + tableMethodOptions.add(TABLE_METHOD_CLUSTER); + imageFormatOptions.add(IMAGE_FORMAT_PNG); + imageFormatOptions.add(IMAGE_FORMAT_JPEG); + imageOutputOptions.add(IMAGE_OUTPUT_OFF); + imageOutputOptions.add(IMAGE_OUTPUT_EMBEDDED); + imageOutputOptions.add(IMAGE_OUTPUT_EXTERNAL); + hybridOptions.add(HYBRID_OFF); + hybridOptions.add(HYBRID_DOCLING); + hybridOptions.add(HYBRID_DOCLING_FAST); // deprecated alias + hybridOptions.add(HYBRID_HANCOM); + hybridOptions.add(HYBRID_HANCOM_AI); + // azure, google added when implemented + hybridModeOptions.add(HYBRID_MODE_AUTO); + hybridModeOptions.add(HYBRID_MODE_FULL); + } + + /** + * Gets the filter config. + * + * @return The FilterConfig. + */ + public FilterConfig getFilterConfig() { + return filterConfig; + } + + /** + * Default constructor initializing the configuration with default values. + */ + public Config() { + } + + /** + * Gets the password for opening encrypted PDF files. + * + * @return The password, or null if not set. + */ + public String getPassword() { + return password; + } + + /** + * Sets the password for opening encrypted PDF files. + * + * @param password The password to use. + */ + public void setPassword(String password) { + this.password = password; + } + + /** + * Checks if Markdown output generation is enabled. + *

    + * Markdown generation is automatically enabled if {@link #isAddImageToMarkdown()} or + * {@link #isUseHTMLInMarkdown()} is true. + * + * @return true if Markdown output should be generated, false otherwise. + */ + public boolean isGenerateMarkdown() { + return isGenerateMarkdown || isAddImageToMarkdown() || isUseHTMLInMarkdown(); + } + + /** + * Enables or disables Markdown output generation. + * + * @param generateMarkdown true to enable, false to disable. + */ + public void setGenerateMarkdown(boolean generateMarkdown) { + isGenerateMarkdown = generateMarkdown; + } + + /** + * Checks if HTML output generation is enabled. + * + * @return true if HTML output should be generated, false otherwise. + */ + public boolean isGenerateHtml() { + return isGenerateHtml; + } + + /** + * Enables or disables HTML output generation. + * + * @param generateHtml true to enable, false to disable. + */ + public void setGenerateHtml(boolean generateHtml) { + isGenerateHtml = generateHtml; + } + + /** + * Checks if a new PDF with tagged structure is generated. + * + * @return true if PDF generation is enabled, false otherwise. + */ + public boolean isGeneratePDF() { + return isGeneratePDF; + } + + /** + * Enables or disables generation of a new, tagged PDF. + * + * @param generatePDF true to enable, false to disable. + */ + public void setGeneratePDF(boolean generatePDF) { + isGeneratePDF = generatePDF; + } + + /** + * Checks if original line breaks within text blocks should be preserved. + * + * @return true if line breaks are preserved, false otherwise. + */ + public boolean isKeepLineBreaks() { + return keepLineBreaks; + } + + /** + * Sets whether to preserve original line breaks within text blocks. + * + * @param keepLineBreaks true to preserve line breaks, false to merge lines into paragraphs. + */ + public void setKeepLineBreaks(boolean keepLineBreaks) { + this.keepLineBreaks = keepLineBreaks; + } + + /** + * Checks if JSON output generation is enabled. Defaults to true. + * + * @return true if JSON output should be generated, false otherwise. + */ + public boolean isGenerateJSON() { + return isGenerateJSON; + } + + /** + * Enables or disables JSON output generation. + * + * @param generateJSON true to enable, false to disable. + */ + public void setGenerateJSON(boolean generateJSON) { + isGenerateJSON = generateJSON; + } + + /** + * Checks if plain text output generation is enabled. + * + * @return true if plain text output should be generated, false otherwise. + */ + public boolean isGenerateText() { + return isGenerateText; + } + + /** + * Enables or disables plain text output generation. + * + * @param generateText true to enable, false to disable. + */ + public void setGenerateText(boolean generateText) { + isGenerateText = generateText; + } + + public boolean isGenerateTaggedPDF() { + return isGenerateTaggedPDF; + } + + public void setGenerateTaggedPDF(boolean generateTaggedPDF) { + isGenerateTaggedPDF = generateTaggedPDF; + } + + /** + * Checks if HTML tags should be used within the Markdown output for complex structures like tables. + * + * @return true if HTML is used in Markdown, false otherwise. + */ + public boolean isUseHTMLInMarkdown() { + return useHTMLInMarkdown; + } + + /** + * Enables or disables the use of HTML tags in Markdown output. + * Enabling this will also enable {@link #isGenerateMarkdown()}. + * + * @param useHTMLInMarkdown true to use HTML, false for pure Markdown. + */ + public void setUseHTMLInMarkdown(boolean useHTMLInMarkdown) { + this.useHTMLInMarkdown = useHTMLInMarkdown; + } + + /** + * Checks if images should be extracted and included in the Markdown output. + * + * @return true if images are included in Markdown, false otherwise. + */ + public boolean isAddImageToMarkdown() { + return addImageToMarkdown; + } + + /** + * Enables or disables the inclusion of extracted images in Markdown output. + * Enabling this will also enable {@link #isGenerateMarkdown()}. + * + * @param addImageToMarkdown true to include images, false otherwise. + */ + public void setAddImageToMarkdown(boolean addImageToMarkdown) { + this.addImageToMarkdown = addImageToMarkdown; + } + + /** + * Gets the path to the output folder where generated files will be saved. + * + * @return The output folder path. + */ + public String getOutputFolder() { + return outputFolder; + } + + /** + * Sets the path to the output folder where generated files will be saved. + * The directory will be created if it does not exist. + * + * @param outputFolder The path to the output folder. + */ + public void setOutputFolder(String outputFolder) { + this.outputFolder = outputFolder; + } + + /** + * Gets the character, that replaces invalid or unrecognized characters (e.g., �, \u0000). + * + * @return The specified replacement character. + */ + public String getReplaceInvalidChars() { + return replaceInvalidChars; + } + + /** + * Sets the character, that replaces invalid or unrecognized characters (e.g., �, \u0000). + * + * @param replaceInvalidChars The specified replacement character. + */ + public void setReplaceInvalidChars(String replaceInvalidChars) { + this.replaceInvalidChars = replaceInvalidChars; + } + + /** + * Checks if the PDF structure tree should be used for document parsing. + * + * @return true if structure tree should be used, false otherwise. + */ + public boolean isUseStructTree() { + return useStructTree; + } + + /** + * Enables or disables use of PDF structure tree for document parsing. + * + * @param useStructTree true to use structure tree, false otherwise. + */ + public void setUseStructTree(boolean useStructTree) { + this.useStructTree = useStructTree; + } + + /** + * Checks if cluster-based table detection is enabled. + * + * @return true if cluster table detection is enabled, false otherwise. + */ + public boolean isClusterTableMethod() { + return TABLE_METHOD_CLUSTER.equals(tableMethod); + } + + /** + * Gets the table detection method. + * + * @return The table detection method (default or cluster). + */ + public String getTableMethod() { + return tableMethod; + } + + /** + * Sets the table detection method. + * + * @param tableMethod The table detection method (default or cluster). + * @throws IllegalArgumentException if the method is not supported. + */ + public void setTableMethod(String tableMethod) { + if (tableMethod != null && !isValidTableMethod(tableMethod)) { + throw new IllegalArgumentException( + String.format("Unsupported table method '%s'. Supported values: %s", + tableMethod, getTableMethodOptions(", "))); + } + this.tableMethod = tableMethod != null ? tableMethod.toLowerCase(Locale.ROOT) : TABLE_METHOD_DEFAULT; + } + + /** + * Gets the list of methods of table detection. + * + * @param delimiter the delimiter to use between options + * @return the string with methods separated by the delimiter + */ + public static String getTableMethodOptions(CharSequence delimiter) { + return String.join(delimiter, tableMethodOptions); + } + + /** + * Checks if the given table method is valid. + * + * @param method The table method to check. + * @return true if the method is valid, false otherwise. + */ + public static boolean isValidTableMethod(String method) { + return method != null && tableMethodOptions.contains(method.toLowerCase(Locale.ROOT)); + } + + /** + * Gets the reading order, that states in which order content should be processed. + * + * @return The specified order. + */ + public String getReadingOrder() { + return readingOrder; + } + + /** + * Sets the reading order, that states in which order content should be processed. + * + * @param readingOrder The specified order (off or xycut). + * @throws IllegalArgumentException if the order is not supported. + */ + public void setReadingOrder(String readingOrder) { + if (readingOrder != null && !isValidReadingOrder(readingOrder)) { + throw new IllegalArgumentException( + String.format("Unsupported reading order '%s'. Supported values: %s", + readingOrder, getReadingOrderOptions(", "))); + } + this.readingOrder = readingOrder != null ? readingOrder.toLowerCase(Locale.ROOT) : READING_ORDER_XYCUT; + } + + /** + * Gets the list of reading order options. + * + * @param delimiter The delimiter to use between options. + * @return The string with reading orders separated by the delimiter. + */ + public static String getReadingOrderOptions(CharSequence delimiter) { + return String.join(delimiter, readingOrderOptions); + } + + /** + * Checks if the given reading order is valid. + * + * @param order The reading order to check. + * @return true if the order is valid, false otherwise. + */ + public static boolean isValidReadingOrder(String order) { + return order != null && readingOrderOptions.contains(order.toLowerCase(Locale.ROOT)); + } + + /** + * Gets the string, that separates content from different pages in markdown. + * + * @return The specified string. + */ + public String getMarkdownPageSeparator() { + return markdownPageSeparator; + } + + /** + * Sets the string, that separates content from different pages in markdown. + * + * @param markdownPageSeparator The specified string. + */ + public void setMarkdownPageSeparator(String markdownPageSeparator) { + this.markdownPageSeparator = markdownPageSeparator; + } + + /** + * Gets the string, that separates content from different pages in text. + * + * @return The specified string. + */ + public String getTextPageSeparator() { + return textPageSeparator; + } + + /** + * Sets the string, that separates content from different pages in text. + * + * @param textPageSeparator The specified string. + */ + public void setTextPageSeparator(String textPageSeparator) { + this.textPageSeparator = textPageSeparator; + } + + /** + * Gets the string, that separates content from different pages in html. + * + * @return The specified string. + */ + public String getHtmlPageSeparator() { + return htmlPageSeparator; + } + + /** + * Sets the string, that separates content from different pages in html. + * + * @param htmlPageSeparator The specified string. + */ + public void setHtmlPageSeparator(String htmlPageSeparator) { + this.htmlPageSeparator = htmlPageSeparator; + } + + /** + * Checks if images should be embedded as Base64 data URIs in the output. + * + * @return true if images should be embedded as Base64, false for file path references. + */ + public boolean isEmbedImages() { + return IMAGE_OUTPUT_EMBEDDED.equals(imageOutput); + } + + /** + * Checks if image extraction is disabled. + * + * @return true if image output is off, false otherwise. + */ + public boolean isImageOutputOff() { + return IMAGE_OUTPUT_OFF.equals(imageOutput); + } + + /** + * Gets the image output mode. + * + * @return The image output mode (off, embedded, or external). + */ + public String getImageOutput() { + return imageOutput; + } + + /** + * Sets the image output mode. + * + * @param imageOutput The image output mode (off, embedded, or external). + * @throws IllegalArgumentException if the mode is not supported. + */ + public void setImageOutput(String imageOutput) { + if (imageOutput != null && !isValidImageOutput(imageOutput)) { + throw new IllegalArgumentException( + String.format("Unsupported image output mode '%s'. Supported values: %s", + imageOutput, getImageOutputOptions(", "))); + } + this.imageOutput = imageOutput != null ? imageOutput.toLowerCase(Locale.ROOT) : IMAGE_OUTPUT_EXTERNAL; + } + + /** + * Gets the list of supported image output options. + * + * @param delimiter The delimiter to use between options. + * @return The string with image output modes separated by the delimiter. + */ + public static String getImageOutputOptions(CharSequence delimiter) { + return String.join(delimiter, imageOutputOptions); + } + + /** + * Checks if the given image output mode is valid. + * + * @param mode The image output mode to check. + * @return true if the mode is valid, false otherwise. + */ + public static boolean isValidImageOutput(String mode) { + return mode != null && imageOutputOptions.contains(mode.toLowerCase(Locale.ROOT)); + } + + /** + * Gets the image format for extracted images. + * + * @return The image format (png or jpeg). + */ + public String getImageFormat() { + return imageFormat; + } + + /** + * Sets the image format for extracted images. + * + * @param imageFormat The image format (png or jpeg). + * @throws IllegalArgumentException if the format is not supported. + */ + public void setImageFormat(String imageFormat) { + if (imageFormat != null && !isValidImageFormat(imageFormat)) { + throw new IllegalArgumentException( + String.format("Unsupported image format '%s'. Supported values: %s", + imageFormat, getImageFormatOptions(", "))); + } + this.imageFormat = imageFormat != null ? imageFormat.toLowerCase(Locale.ROOT) : IMAGE_FORMAT_PNG; + } + + /** + * Gets the list of supported image format options. + * + * @param delimiter The delimiter to use between options. + * @return The string with image formats separated by the delimiter. + */ + public static String getImageFormatOptions(CharSequence delimiter) { + return String.join(delimiter, imageFormatOptions); + } + + /** + * Checks if the given image format is valid. + * + * @param format The image format to check. + * @return true if the format is valid, false otherwise. + */ + public static boolean isValidImageFormat(String format) { + return format != null && imageFormatOptions.contains(format.toLowerCase(Locale.ROOT)); + } + + /** + * Gets the directory for extracted images. + * + * @return The image directory path, or null for default. + */ + public String getImageDir() { + return imageDir; + } + + /** + * Sets the directory for extracted images. + * Empty or whitespace-only strings are treated as null (use default). + * + * @param imageDir The directory path for extracted images. + */ + public void setImageDir(String imageDir) { + if (imageDir != null && imageDir.trim().isEmpty()) { + this.imageDir = null; + } else { + this.imageDir = imageDir; + } + } + + private static final String INVALID_PAGE_RANGE_FORMAT = "Invalid page range format: '%s'. Expected format: 1,3,5-7"; + /** Split limit to preserve trailing empty strings (e.g., "5-" splits to ["5", ""]). */ + private static final int SPLIT_KEEP_EMPTY_TRAILING = -1; + + /** + * Gets the pages to extract from the PDF. + * + * @return The page specification string (e.g., "1,3,5-7"), or null for all pages. + */ + public String getPages() { + return pages; + } + + /** + * Sets the pages to extract from the PDF. + * + * @param pages The page specification (e.g., "1,3,5-7"). Use null or empty for all pages. + * @throws IllegalArgumentException if the format is invalid. + */ + public void setPages(String pages) { + if (pages != null && !pages.trim().isEmpty()) { + this.cachedPageNumbers = parsePageRanges(pages); + } else { + this.cachedPageNumbers = null; + } + this.pages = pages; + } + + /** + * Gets the list of page numbers to extract. + * + * @return List of 1-based page numbers, or empty list if all pages should be extracted. + */ + public List getPageNumbers() { + if (cachedPageNumbers == null) { + return new ArrayList<>(); + } + return new ArrayList<>(cachedPageNumbers); + } + + /** + * Parses a page range specification into a list of page numbers. + * + * @param pages The page specification (e.g., "1,3,5-7"). + * @return List of 1-based page numbers. + * @throws IllegalArgumentException if the format is invalid. + */ + private static List parsePageRanges(String pages) { + List result = new ArrayList<>(); + String[] parts = pages.split(","); + + for (String part : parts) { + String trimmed = part.trim(); + if (trimmed.isEmpty()) { + throw new IllegalArgumentException(String.format(INVALID_PAGE_RANGE_FORMAT, pages)); + } + + if (trimmed.contains("-")) { + parseRange(trimmed, pages, result); + } else { + parseSinglePage(trimmed, pages, result); + } + } + + return result; + } + + private static void parseRange(String range, String fullInput, List result) { + String[] parts = range.split("-", SPLIT_KEEP_EMPTY_TRAILING); + if (parts.length != 2 || parts[0].isEmpty() || parts[1].isEmpty()) { + throw new IllegalArgumentException(String.format(INVALID_PAGE_RANGE_FORMAT, fullInput)); + } + + try { + int start = Integer.parseInt(parts[0].trim()); + int end = Integer.parseInt(parts[1].trim()); + + if (start < 1 || end < 1) { + throw new IllegalArgumentException( + String.format("Page numbers must be positive: '%s'", fullInput)); + } + if (start > end) { + throw new IllegalArgumentException( + String.format("Invalid page range '%s': start page cannot be greater than end page", range)); + } + + for (int i = start; i <= end; i++) { + result.add(i); + } + } catch (NumberFormatException e) { + throw new IllegalArgumentException(String.format(INVALID_PAGE_RANGE_FORMAT, fullInput)); + } + } + + private static void parseSinglePage(String page, String fullInput, List result) { + try { + int pageNum = Integer.parseInt(page); + if (pageNum < 1) { + throw new IllegalArgumentException( + String.format("Page numbers must be positive: '%s'", fullInput)); + } + result.add(pageNum); + } catch (NumberFormatException e) { + throw new IllegalArgumentException(String.format(INVALID_PAGE_RANGE_FORMAT, fullInput)); + } + } + + /** + * Gets the hybrid backend name. + * + * @return The hybrid backend (off, docling, hancom, azure, google). + */ + public String getHybrid() { + return hybrid; + } + + /** + * Sets the hybrid backend. + * + * @param hybrid The hybrid backend (off, docling, hancom, azure, google). + * @throws IllegalArgumentException if the backend is not supported. + */ + public void setHybrid(String hybrid) { + if (hybrid != null && !isValidHybrid(hybrid)) { + throw new IllegalArgumentException( + String.format("Unsupported hybrid backend '%s'. Supported values: %s", + hybrid, getHybridOptions(", "))); + } + this.hybrid = hybrid != null ? hybrid.toLowerCase(Locale.ROOT) : HYBRID_OFF; + } + + /** + * Gets the list of supported hybrid backend options. + * + * @param delimiter The delimiter to use between options. + * @return The string with hybrid backends separated by the delimiter. + */ + public static String getHybridOptions(CharSequence delimiter) { + return String.join(delimiter, hybridOptions); + } + + /** + * Checks if the given hybrid backend is valid. + * + * @param hybrid The hybrid backend to check. + * @return true if the backend is valid, false otherwise. + */ + public static boolean isValidHybrid(String hybrid) { + return hybrid != null && hybridOptions.contains(hybrid.toLowerCase(Locale.ROOT)); + } + + /** + * Checks if hybrid processing is enabled. + * + * @return true if hybrid mode is not off, false otherwise. + */ + public boolean isHybridEnabled() { + return !HYBRID_OFF.equals(hybrid); + } + + /** + * Gets the hybrid configuration. + * + * @return The HybridConfig instance. + */ + public HybridConfig getHybridConfig() { + return hybridConfig; + } + + /** + * Gets the list of supported hybrid mode options. + * + * @param delimiter The delimiter to use between options. + * @return The string with hybrid modes separated by the delimiter. + */ + public static String getHybridModeOptions(CharSequence delimiter) { + return String.join(delimiter, hybridModeOptions); + } + + /** + * Checks if the given hybrid mode is valid. + * + * @param mode The hybrid mode to check. + * @return true if the mode is valid, false otherwise. + */ + public static boolean isValidHybridMode(String mode) { + return mode != null && hybridModeOptions.contains(mode.toLowerCase(Locale.ROOT)); + } + + /** + * Checks if page headers and footers should be included in output. + * + * @return true if headers and footers should be included, false otherwise. + */ + public boolean isIncludeHeaderFooter() { + return includeHeaderFooter; + } + + /** + * Enables or disables inclusion of page headers and footers in output. + * + * @param includeHeaderFooter true to include headers and footers, false to exclude. + */ + public void setIncludeHeaderFooter(boolean includeHeaderFooter) { + this.includeHeaderFooter = includeHeaderFooter; + } + + public boolean isDetectStrikethrough() { + return detectStrikethrough; + } + + public void setDetectStrikethrough(boolean detectStrikethrough) { + this.detectStrikethrough = detectStrikethrough; + } + + private boolean outputStdout = false; + + public boolean isOutputStdout() { + return outputStdout; + } + + public void setOutputStdout(boolean outputStdout) { + this.outputStdout = outputStdout; + } + + private int threads = 1; + + public int getThreads() { + return threads; + } + + public void setThreads(int threads) { + if (threads < 1) { + throw new IllegalArgumentException("threads must be >= 1, got " + threads); + } + this.threads = Math.min(threads, Runtime.getRuntime().availableProcessors()); + } + + /** + * Returns true if any output format requires structured content + * (reading order, heading levels, list detection, etc.). + * Text-only output does not need these expensive processing steps. + */ + public boolean needsStructuredProcessing() { + return isGenerateMarkdown() || isGenerateHtml() || isGenerateJSON() || isGeneratePDF(); + } + + /** + * Resolves conflicts between individually valid option values. + * Call once after all setters, before passing the Config to a processor. + * Currently: in hybrid mode, forces {@code threads} to 1 because the hybrid + * pipeline runs sequentially regardless of this value. + */ + public void normalize() { + if (isHybridEnabled() && threads > 1) { + LOGGER.log(Level.WARNING, + "--threads={0} ignored in hybrid mode (forcing threads=1); " + + "the hybrid pipeline processes pages sequentially", + threads); + threads = 1; + } + } + +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/FilterConfig.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/FilterConfig.java new file mode 100644 index 0000000..3ad6a2e --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/FilterConfig.java @@ -0,0 +1,205 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.api; + +import org.opendataloader.pdf.utils.SanitizationRule; + +import java.util.ArrayList; +import java.util.List; +import java.util.regex.Pattern; + +/** + * Configuration class for content filtering options. + * Controls filtering of hidden text, out-of-page content, tiny text, and hidden OCGs. + */ +public class FilterConfig { + private boolean filterHiddenText = false; + private boolean filterOutOfPage = true; + private boolean filterTinyText = true; + private boolean filterHiddenOCG = true; + private boolean filterSensitiveData = false; + private final List filterRules; + + /** Default rules */ + private void initializeDefaultRules() { + filterRules.add(new SanitizationRule( + Pattern.compile("[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\\.[A-Za-z]{2,}"), + "email@example.com" + )); + filterRules.add(new SanitizationRule( + Pattern.compile("[+]\\d+(?:-\\d+)+"), + "+00-0000-0000" + )); + filterRules.add(new SanitizationRule( + Pattern.compile("[A-Z]{1,2}\\d{6,9}"), + "AA0000000" + )); + filterRules.add(new SanitizationRule( + Pattern.compile("\\b\\d{4}-?\\d{4}-?\\d{4}-?\\d{4}\\b"), + "0000-0000-0000-0000" + )); + filterRules.add(new SanitizationRule( + Pattern.compile("\\b\\d{10,18}\\b"), + "0000000000000000" + )); + filterRules.add(new SanitizationRule( + Pattern.compile("\\b(?:\\d{1,3}\\.){3}\\d{1,3}\\b"), + "0.0.0.0" + )); + filterRules.add(new SanitizationRule( + Pattern.compile("\\b([0-9a-fA-F]{0,4}:){2,7}[0-9a-fA-F]{0,4}\\b"), + "0.0.0.0::1" + )); + filterRules.add(new SanitizationRule( + Pattern.compile("\\b(?:[0-9A-Fa-f]{2}:){5}[0-9A-Fa-f]{2}\\b"), + "00:00:00:00:00:00" + )); + filterRules.add(new SanitizationRule( + Pattern.compile("\\b\\d{15}\\b"), + "000000000000000" + )); + filterRules.add(new SanitizationRule( + Pattern.compile("https?://[A-Za-z0-9.-]+(:\\d+)?(/\\S*)?"), + "https://example.com" + )); + } + + /** + * Constructor initializing the configuration of filter. + */ + public FilterConfig() { + this.filterRules = new ArrayList<>(); + initializeDefaultRules(); + } + + /** + * Enables or disables filter of hidden text. + * + * @param filterHiddenText true to enable filter, false to disable. + */ + public void setFilterHiddenText(boolean filterHiddenText) { + this.filterHiddenText = filterHiddenText; + } + + /** + * Checks if the processor should attempt to find and extract hidden text. + * + * @return true if hidden text is filtered, false otherwise. + */ + public boolean isFilterHiddenText() { + return filterHiddenText; + } + + /** + * Enables or disables checking content that exceeds MediaBox or CropBox. + * + * @param filterOutOfPage true to enable, false to disable. + */ + public void setFilterOutOfPage(boolean filterOutOfPage) { + this.filterOutOfPage = filterOutOfPage; + } + + /** + * Checks if the processor should filter out of page content. + * + * @return true if filter is enabled, false otherwise. + */ + public boolean isFilterOutOfPage() { + return filterOutOfPage; + } + + /** + * Checks if the processor should filter out tiny text. + * + * @return true if filter is enabled, false otherwise. + */ + public boolean isFilterTinyText() { + return filterTinyText; + } + + /** + * Enables or disables filter of tiny text. + * + * @param filterTinyText true to enable filter, false to disable. + */ + public void setFilterTinyText(boolean filterTinyText) { + this.filterTinyText = filterTinyText; + } + + /** + * Checks if the processor should filter out hidden OCGs. + * + * @return true if filter is enabled, false otherwise. + */ + public boolean isFilterHiddenOCG() { + return filterHiddenOCG; + } + + /** + * Enables or disables filter of hidden OCGs. + * + * @param filterHiddenOCG true to enable filter, false to disable. + */ + public void setFilterHiddenOCG(boolean filterHiddenOCG) { + this.filterHiddenOCG = filterHiddenOCG; + } + + /** + * Checks if the processor should filter out sensitive data. + * + * @return true if filter is enabled, false otherwise. + */ + public boolean isFilterSensitiveData() { + return filterSensitiveData; + } + + /** + * Enables or disables filter of sensitive data. + * + * @param filterSensitiveData true to enable filter, false to disable. + */ + public void setFilterSensitiveData(boolean filterSensitiveData) { + this.filterSensitiveData = filterSensitiveData; + } + + /** + * Gets custom filter sanitization rules. + * + * @return List of sanitization rules. + */ + public List getFilterRules() { + return filterRules; + } + + /** + * Add custom filter sanitization rule. + * + * @param pattern pattern string. + * @param replacement pattern replacement string. + */ + public void addFilterRule(String pattern, String replacement) { + filterRules.add(new SanitizationRule(Pattern.compile(pattern), replacement)); + } + + /** + * Remove filter sanitization rule. + * + * @param pattern pattern string. + */ + public void removeFilterRule(String pattern) { + filterRules.removeIf(rule -> rule.getPattern().pattern().equals(pattern)); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/OpenDataLoaderPDF.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/OpenDataLoaderPDF.java new file mode 100644 index 0000000..b0a13af --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/OpenDataLoaderPDF.java @@ -0,0 +1,52 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.api; + +import org.opendataloader.pdf.hybrid.HybridClientFactory; +import org.opendataloader.pdf.processors.DocumentProcessor; + +import java.io.IOException; + +/** + * The main entry point for the opendataloader-pdf library. + * Use the static method {@link #processFile(String, Config)} to process a PDF. + */ +public final class OpenDataLoaderPDF { + + private OpenDataLoaderPDF() { + } + + /** + * Processes a PDF file to extract its content and structure based on the provided configuration. + * + * @param inputPdfName The path to the input PDF file. + * @param config The configuration object specifying output formats and other options. + * @throws IOException If an error occurs during file reading or processing. + */ + public static void processFile(String inputPdfName, Config config) throws IOException { + DocumentProcessor.processFile(inputPdfName, config); + } + + /** + * Shuts down any cached resources used by the library. + * + *

    This method should be called when processing is complete, typically at CLI exit. + * It releases resources such as HTTP client thread pools used for hybrid mode backends. + */ + public static void shutdown() { + HybridClientFactory.shutdown(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/OutputWriter.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/OutputWriter.java new file mode 100644 index 0000000..0b54e73 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/OutputWriter.java @@ -0,0 +1,83 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.api; + +import org.opendataloader.pdf.processors.DocumentProcessor; +import org.opendataloader.pdf.processors.ExtractionResult; + +import java.io.IOException; + +/** + * Writes configured output files (JSON, Markdown, HTML, PDF, text, images, + * tagged PDF) from a pre-computed {@link ExtractionResult}. + * + *

    Use this when you have already run extraction once (e.g. via + * {@link AutoTagger#tag(ExtractionResult, Float)}) and want to emit file + * outputs from that same result without re-extracting. + * + *

    Typical two-phase usage: + * 

    {@code
+ * Config config = new Config();
+ * config.setOutputFolder("/out");
+ * config.setGenerateJSON(true);
+ * config.setGenerateMarkdown(true);
+ *
+ * // Phase 1: extract once
+ * ExtractionResult extraction =
+ *     org.opendataloader.pdf.processors.DocumentProcessor.extractContents(
+ *         "input.pdf", config);
+ *
+ * // Phase 2a: write output files
+ * OutputWriter.writeOutputs("input.pdf", extraction, config);
+ *
+ * // Phase 2b: tag in-memory and reuse the same extraction
+ * try (TaggingResult tagged = AutoTagger.tag("input.pdf", extraction)) {
+ *     // ... use tagged.getDocument()
+ * }
+ * }
    + * + *

    For the single-call extraction-and-output pipeline, use + * {@link OpenDataLoaderPDF#processFile} instead. + */ +public final class OutputWriter { + + private OutputWriter() { + } + + /** + * Writes the output files configured on {@code config} (e.g. + * {@code generateJSON}, {@code generateMarkdown}, {@code generateHtml}, + * {@code generatePDF}, {@code generateTaggedPDF}, {@code generateText}) + * using the supplied pre-computed extraction. + * + *

    This method does not re-run extraction. Output behaviour is + * identical to {@link OpenDataLoaderPDF#processFile} for the same + * {@link Config}, including stdout mode, image directory resolution, and + * tagged-PDF generation. + * + * @param inputPdfName path to the input PDF file (used for filename derivation + * and tagged-PDF / annotated-PDF re-saves; not re-parsed) + * @param extraction pre-computed extraction result (from + * {@code DocumentProcessor.extractContents}) + * @param config configuration controlling which output formats to emit + * @throws IOException if writing any output file fails + */ + public static void writeOutputs(String inputPdfName, ExtractionResult extraction, Config config) + throws IOException { + DocumentProcessor.generateOutputs(inputPdfName, extraction.getContents(), config, + extraction.getElementMetadata()); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/TaggingResult.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/TaggingResult.java new file mode 100644 index 0000000..52f0224 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/TaggingResult.java @@ -0,0 +1,83 @@ +package org.opendataloader.pdf.api; + +import com.fasterxml.jackson.databind.JsonNode; +import org.opendataloader.pdf.hybrid.ElementMetadata; +import org.verapdf.pd.PDDocument; + +import java.io.IOException; +import java.util.Collections; +import java.util.Map; + +/** + * Result of {@link AutoTagger#tag}. Contains the tagged PDF document in-memory + * and processing timing metadata. + * + *

    Implements {@link AutoCloseable} for use with try-with-resources. + * The caller is responsible for closing this result, which releases the + * underlying PDDocument resources. + */ +public class TaggingResult implements AutoCloseable { + + private final PDDocument document; + private final long extractionNs; + private final long taggingNs; + private final JsonNode hybridTimings; + private final Map elementMetadata; + + public TaggingResult(PDDocument document, long extractionNs, long taggingNs, + JsonNode hybridTimings, Map elementMetadata) { + if (document == null) { + throw new IllegalArgumentException("document must not be null"); + } + this.document = document; + this.extractionNs = extractionNs; + this.taggingNs = taggingNs; + this.hybridTimings = hybridTimings; + this.elementMetadata = elementMetadata != null ? elementMetadata : Collections.emptyMap(); + } + + public TaggingResult(PDDocument document, long extractionNs, long taggingNs, JsonNode hybridTimings) { + this(document, extractionNs, taggingNs, hybridTimings, Collections.emptyMap()); + } + + /** The tagged PDF document. Do not close this directly — close the TaggingResult instead. */ + public PDDocument getDocument() { + return document; + } + + /** Time spent on extraction (parsing + layout + content extraction) in nanoseconds. */ + public long getExtractionNs() { + return extractionNs; + } + + /** Time spent on auto-tagging (structure tree creation) in nanoseconds. */ + public long getTaggingNs() { + return taggingNs; + } + + /** Per-step hybrid server timings, or null if hybrid mode was not used. */ + public JsonNode getHybridTimings() { + return hybridTimings; + } + + /** Element metadata from hybrid backend, or empty map if not available. */ + public Map getElementMetadata() { + return elementMetadata; + } + + /** + * Save the tagged PDF to a file. + * + * @param outputPath the output file path + */ + public void saveTo(String outputPath) throws IOException { + document.saveAs(outputPath); + } + + @Override + public void close() { + if (document != null) { + document.close(); + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/cli/CLIOptions.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/cli/CLIOptions.java new file mode 100644 index 0000000..fa7fc81 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/cli/CLIOptions.java @@ -0,0 +1,819 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.api.cli; + +import org.apache.commons.cli.CommandLine; +import org.apache.commons.cli.Option; +import org.apache.commons.cli.Options; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.hybrid.HybridConfig; + +import java.io.File; +import java.io.PrintStream; +import java.util.Arrays; +import java.util.LinkedHashSet; +import java.util.List; +import java.util.Locale; +import java.util.Set; +import java.util.stream.Collectors; + +/** + * Adapter that maps Apache Commons CLI options to {@link Config} / {@link HybridConfig}. + * + *

    Stable API for downstream tools (e.g. opendataloader-pdfua) — these four + * members are the supported integration surface and will not break compatibly: + *

      + *
    • {@link #defineOptions()} — get a fully populated {@code Options} instance
      • + *
    • {@link #addAllTo(Options)} — add core options into an externally-built {@code Options}
      • + *
    • {@link #applyAllTo(Config, CommandLine)} — populate a {@code Config} from a parsed line
      • + *
    • {@link #FOLDER_OPTION} — short option name for {@code --output-dir}
      • + *
    + * + *

    Everything else is internal. The numerous other public {@code static} members + * (option-name constants, helpers like {@code createConfigFromCommandLine}, + * {@code exportOptionsAsJson}) exist for the CLI module ({@code CLIMain}) and the + * options-export tooling that drives Node/Python binding generation. Their visibility + * is {@code public} only for cross-package access within this codebase; they are + * not part of the supported API and may be renamed, moved, or removed in any + * release. Downstream consumers depending on them do so at their own risk. + * + *

    Pdfua's usage pattern (build your own {@code Options}, add core's, parse, then + * populate {@code Config}): + * 

    {@code
+ *   Options options = new Options();
+ *   options.addOption(...);              // your tool-specific options
+ *   CLIOptions.addAllTo(options);        // add core's options
+ *   CommandLine cmd = parser.parse(options, args);
+ *   Config core = new Config();
+ *   CLIOptions.applyAllTo(core, cmd);
+ * }
    + */ +public class CLIOptions { + + // ===== Output Directory ===== + public static final String FOLDER_OPTION = "o"; + private static final String FOLDER_LONG_OPTION = "output-dir"; + private static final String FOLDER_DESC = "Directory where output files are written. Default: input file directory"; + + // ===== Password ===== + public static final String PASSWORD_OPTION = "p"; + private static final String PASSWORD_LONG_OPTION = "password"; + private static final String PASSWORD_DESC = "Password for encrypted PDF files"; + + // ===== Format ===== + public static final String FORMAT_OPTION = "f"; + public static final String FORMAT_LONG_OPTION = "format"; + private static final String FORMAT_DESC = "Output formats (comma-separated). " + + "Values: json, text, html, pdf, markdown, tagged-pdf. Default: json. " + + "For HTML inside Markdown use --markdown-with-html. " + + "For image extraction control use --image-output."; + + // ===== Quiet ===== + public static final String QUIET_OPTION = "q"; + private static final String QUIET_LONG_OPTION = "quiet"; + private static final String QUIET_DESC = "Suppress console logging output"; + + // ===== Content Safety ===== + private static final String CONTENT_SAFETY_OFF_LONG_OPTION = "content-safety-off"; + private static final String CONTENT_SAFETY_OFF_DESC = "Disable content safety filters. " + + "Values: all, hidden-text, off-page, tiny, hidden-ocg"; + + // ===== Sanitize ===== + private static final String SANITIZE_LONG_OPTION = "sanitize"; + private static final String SANITIZE_DESC = "Enable sensitive data sanitization. " + + "Replaces emails, phone numbers, IPs, credit cards, and URLs with placeholders"; + + // ===== Keep Line Breaks ===== + private static final String KEEP_LINE_BREAKS_LONG_OPTION = "keep-line-breaks"; + private static final String KEEP_LINE_BREAKS_DESC = "Preserve original line breaks in extracted text"; + + // ===== Replace Invalid Chars ===== + private static final String REPLACE_INVALID_CHARS_LONG_OPTION = "replace-invalid-chars"; + private static final String REPLACE_INVALID_CHARS_DESC = "Replacement character for invalid/unrecognized characters. Default: space"; + + // ===== Use Struct Tree ===== + private static final String USE_STRUCT_TREE_LONG_OPTION = "use-struct-tree"; + private static final String USE_STRUCT_TREE_DESC = "Use PDF structure tree (tagged PDF) for reading order and semantic structure. Output quality depends on tag quality"; + + // ===== Table Method ===== + private static final String TABLE_METHOD_LONG_OPTION = "table-method"; + private static final String TABLE_METHOD_DESC = "Table detection method. Values: default (border-based), cluster (border + cluster). Default: default"; + + // ===== Reading Order ===== + private static final String READING_ORDER_LONG_OPTION = "reading-order"; + private static final String READING_ORDER_DESC = "Reading order algorithm. Values: off, xycut. Default: xycut"; + + // ===== Page Separators ===== + private static final String MARKDOWN_PAGE_SEPARATOR_LONG_OPTION = "markdown-page-separator"; + private static final String MARKDOWN_PAGE_SEPARATOR_DESC = "Separator between pages in Markdown output. Use %page-number% for page numbers. Default: none"; + + private static final String TEXT_PAGE_SEPARATOR_LONG_OPTION = "text-page-separator"; + private static final String TEXT_PAGE_SEPARATOR_DESC = "Separator between pages in text output. Use %page-number% for page numbers. Default: none"; + + private static final String HTML_PAGE_SEPARATOR_LONG_OPTION = "html-page-separator"; + private static final String HTML_PAGE_SEPARATOR_DESC = "Separator between pages in HTML output. Use %page-number% for page numbers. Default: none"; + + // ===== Image Options ===== + private static final String IMAGE_OUTPUT_LONG_OPTION = "image-output"; + private static final String IMAGE_OUTPUT_DESC = "Image output mode. Values: off (no images), embedded (Base64 data URIs), external (file references). Default: external"; + + private static final String IMAGE_FORMAT_LONG_OPTION = "image-format"; + private static final String IMAGE_FORMAT_DESC = "Output format for extracted images. Values: png, jpeg. Default: png"; + + private static final String IMAGE_DIR_LONG_OPTION = "image-dir"; + private static final String IMAGE_DIR_DESC = "Directory for extracted images (applies only with --image-output external)"; + + // ===== Pages ===== + private static final String PAGES_LONG_OPTION = "pages"; + private static final String PAGES_DESC = "Pages to extract (e.g., \"1,3,5-7\"). Default: all pages"; + + // ===== Include Header Footer ===== + private static final String INCLUDE_HEADER_FOOTER_LONG_OPTION = "include-header-footer"; + private static final String INCLUDE_HEADER_FOOTER_DESC = "Include page headers and footers in output"; + + // ===== Detect Strikethrough ===== + private static final String DETECT_STRIKETHROUGH_LONG_OPTION = "detect-strikethrough"; + private static final String DETECT_STRIKETHROUGH_DESC = "Detect strikethrough text and wrap with ~~ in Markdown output or tag in HTML output (experimental)"; + + // ===== Hybrid Mode ===== + private static final String HYBRID_LONG_OPTION = "hybrid"; + private static final String HYBRID_DESC = "Hybrid backend (requires a running server). " + + "Quick start: pip install \"opendataloader-pdf[hybrid]\" && opendataloader-pdf-hybrid --port 5002. " + + "For remote servers use --hybrid-url. Values: off (default), docling-fast, hancom-ai"; + + private static final String HYBRID_MODE_LONG_OPTION = "hybrid-mode"; + private static final String HYBRID_MODE_DESC = "Hybrid triage mode. Values: auto (default, dynamic triage), full (skip triage, all pages to backend)"; + + // Deprecated: OCR settings are now configured on the hybrid server + private static final String HYBRID_OCR_LONG_OPTION = "hybrid-ocr"; + private static final String HYBRID_OCR_DESC = "[Deprecated] OCR settings are now configured on the hybrid server (--ocr-lang, --force-ocr)"; + + private static final String HYBRID_URL_LONG_OPTION = "hybrid-url"; + private static final String HYBRID_URL_DESC = "Hybrid backend server URL (overrides default)"; + + private static final String HYBRID_TIMEOUT_LONG_OPTION = "hybrid-timeout"; + private static final String HYBRID_TIMEOUT_DESC = "Hybrid backend request timeout in milliseconds (0 = no timeout). Default: 0"; + + private static final String HYBRID_FALLBACK_LONG_OPTION = "hybrid-fallback"; + private static final String HYBRID_FALLBACK_DESC = "Opt in to Java fallback on hybrid backend error (default: disabled)"; + + // ===== Hybrid hancom-ai backend-specific ===== + private static final String HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION = + "hybrid-hancom-ai-regionlist-strategy"; + private static final String HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_DESC = + "DLA label 7 (regionlist) handling. Requires --hybrid=hancom-ai. " + + "Values: table-first (default; check TSR overlap), list-only (skip TSR, always treat as list)"; + + private static final String HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION = + "hybrid-hancom-ai-ocr-strategy"; + private static final String HYBRID_HANCOM_AI_OCR_STRATEGY_DESC = + "OCR strategy. Requires --hybrid=hancom-ai. " + + "Values: off (stream-only), auto (default; stream first, OCR fallback), force (OCR-only)"; + + private static final String HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION = + "hybrid-hancom-ai-image-cache"; + private static final String HYBRID_HANCOM_AI_IMAGE_CACHE_DESC = + "Page image cache backing. Requires --hybrid=hancom-ai. " + + "Values: memory (default), disk"; + + private static final String HYBRID_HANCOM_AI_SAVE_CROPS_LONG_OPTION = + "hybrid-hancom-ai-save-crops"; + private static final String HYBRID_HANCOM_AI_SAVE_CROPS_DESC = + "Persist cropped figure images to disk for debugging. Requires --hybrid=hancom-ai"; + + private static final String HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION = + "hybrid-hancom-ai-crop-output-dir"; + private static final String HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_DESC = + "Output directory for --hybrid-hancom-ai-save-crops. Requires --hybrid=hancom-ai"; + + // ===== Stdout Output ===== + private static final String TO_STDOUT_LONG_OPTION = "to-stdout"; + private static final String TO_STDOUT_DESC = "Write output to stdout instead of file (single format only)"; + + // ===== Threads ===== + private static final String THREADS_LONG_OPTION = "threads"; + private static final String THREADS_DESC = "Number of worker threads for per-page processing. " + + "Default: 1 (sequential, stable). Values >1 (experimental) run pages in parallel for faster throughput; " + + "output may vary slightly on some PDFs. Capped at the number of available CPU cores. " + + "Applies to the native Java pipeline only; ignored in --hybrid mode"; + + // ===== Markdown modifiers ===== + public static final String HTML_IN_MARKDOWN_LONG_OPTION = "markdown-with-html"; + private static final String HTML_IN_MARKDOWN_DESC = + "Allow HTML tags inside Markdown output for complex structures such as multi-row-span tables. " + + "Implies --format markdown."; + + // ===== Export Options (internal) ===== + public static final String EXPORT_OPTIONS_LONG_OPTION = "export-options"; + + // ===== Legacy Options (hidden, backward compatibility) ===== + public static final String PDF_REPORT_LONG_OPTION = "pdf"; + public static final String MARKDOWN_REPORT_LONG_OPTION = "markdown"; + public static final String HTML_REPORT_LONG_OPTION = "html"; + private static final String MARKDOWN_IMAGE_LONG_OPTION = "markdown-with-images"; + public static final String NO_JSON_REPORT_LONG_OPTION = "no-json"; + + /** + * Single source of truth for all CLI option definitions. + * Add new options here - they will automatically be available in both CLI and + * JSON export. + */ + private static final List OPTION_DEFINITIONS = Arrays.asList( + // Primary options (exported to JSON) + new OptionDefinition(FOLDER_LONG_OPTION, FOLDER_OPTION, "string", null, FOLDER_DESC, true), + new OptionDefinition(PASSWORD_LONG_OPTION, PASSWORD_OPTION, "string", null, PASSWORD_DESC, true), + new OptionDefinition(FORMAT_LONG_OPTION, FORMAT_OPTION, "string", null, FORMAT_DESC, true), + new OptionDefinition(QUIET_LONG_OPTION, QUIET_OPTION, "boolean", false, QUIET_DESC, true), + new OptionDefinition(CONTENT_SAFETY_OFF_LONG_OPTION, null, "string", null, CONTENT_SAFETY_OFF_DESC, true), + new OptionDefinition(SANITIZE_LONG_OPTION, null, "boolean", false, SANITIZE_DESC, true), + new OptionDefinition(KEEP_LINE_BREAKS_LONG_OPTION, null, "boolean", false, KEEP_LINE_BREAKS_DESC, true), + new OptionDefinition(REPLACE_INVALID_CHARS_LONG_OPTION, null, "string", " ", REPLACE_INVALID_CHARS_DESC, + true), + new OptionDefinition(USE_STRUCT_TREE_LONG_OPTION, null, "boolean", false, USE_STRUCT_TREE_DESC, true), + new OptionDefinition(TABLE_METHOD_LONG_OPTION, null, "string", "default", TABLE_METHOD_DESC, true), + new OptionDefinition(READING_ORDER_LONG_OPTION, null, "string", "xycut", READING_ORDER_DESC, true), + new OptionDefinition(MARKDOWN_PAGE_SEPARATOR_LONG_OPTION, null, "string", null, + MARKDOWN_PAGE_SEPARATOR_DESC, true), + new OptionDefinition(HTML_IN_MARKDOWN_LONG_OPTION, null, "boolean", false, + HTML_IN_MARKDOWN_DESC, true), + new OptionDefinition(TEXT_PAGE_SEPARATOR_LONG_OPTION, null, "string", null, TEXT_PAGE_SEPARATOR_DESC, true), + new OptionDefinition(HTML_PAGE_SEPARATOR_LONG_OPTION, null, "string", null, HTML_PAGE_SEPARATOR_DESC, true), + new OptionDefinition(IMAGE_OUTPUT_LONG_OPTION, null, "string", "external", IMAGE_OUTPUT_DESC, true), + new OptionDefinition(IMAGE_FORMAT_LONG_OPTION, null, "string", "png", IMAGE_FORMAT_DESC, true), + new OptionDefinition(IMAGE_DIR_LONG_OPTION, null, "string", null, IMAGE_DIR_DESC, true), + new OptionDefinition(PAGES_LONG_OPTION, null, "string", null, PAGES_DESC, true), + new OptionDefinition(INCLUDE_HEADER_FOOTER_LONG_OPTION, null, "boolean", false, + INCLUDE_HEADER_FOOTER_DESC, true), + new OptionDefinition(DETECT_STRIKETHROUGH_LONG_OPTION, null, "boolean", false, + DETECT_STRIKETHROUGH_DESC, true), + new OptionDefinition(HYBRID_LONG_OPTION, null, "string", "off", HYBRID_DESC, true), + new OptionDefinition(HYBRID_MODE_LONG_OPTION, null, "string", "auto", HYBRID_MODE_DESC, true), + new OptionDefinition(HYBRID_URL_LONG_OPTION, null, "string", null, HYBRID_URL_DESC, true), + new OptionDefinition(HYBRID_TIMEOUT_LONG_OPTION, null, "string", "0", HYBRID_TIMEOUT_DESC, true), + new OptionDefinition(HYBRID_FALLBACK_LONG_OPTION, null, "boolean", false, HYBRID_FALLBACK_DESC, true), + new OptionDefinition(HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION, null, "string", + "table-first", HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_DESC, true), + new OptionDefinition(HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION, null, "string", + "auto", HYBRID_HANCOM_AI_OCR_STRATEGY_DESC, true), + new OptionDefinition(HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION, null, "string", + "memory", HYBRID_HANCOM_AI_IMAGE_CACHE_DESC, true), + new OptionDefinition(TO_STDOUT_LONG_OPTION, null, "boolean", false, TO_STDOUT_DESC, true), + new OptionDefinition(THREADS_LONG_OPTION, null, "string", "1", THREADS_DESC, true), + new OptionDefinition(EXPORT_OPTIONS_LONG_OPTION, null, "boolean", null, null, false), + + // Legacy options (not exported, for backward compatibility) + new OptionDefinition(HYBRID_OCR_LONG_OPTION, null, "string", null, HYBRID_OCR_DESC, false), + new OptionDefinition(PDF_REPORT_LONG_OPTION, null, "boolean", null, null, false), + new OptionDefinition(MARKDOWN_REPORT_LONG_OPTION, null, "boolean", null, null, false), + new OptionDefinition(HTML_REPORT_LONG_OPTION, null, "boolean", null, null, false), + new OptionDefinition(MARKDOWN_IMAGE_LONG_OPTION, null, "boolean", null, null, false), + new OptionDefinition(NO_JSON_REPORT_LONG_OPTION, null, "boolean", null, null, false), + new OptionDefinition(HYBRID_HANCOM_AI_SAVE_CROPS_LONG_OPTION, null, "boolean", + false, HYBRID_HANCOM_AI_SAVE_CROPS_DESC, false), + new OptionDefinition(HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION, null, "string", + null, HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_DESC, false)); + + public static Options defineOptions() { + Options options = new Options(); + addAllTo(options); + return options; + } + + /** + * Registers every core CLI option onto an external {@link Options} instance. + * Used by downstream CLIs (e.g. opendataloader-pdfua) that want to inherit + * the entire core option set and add their own options on top. + * + * @param options the Options instance to populate + */ + public static void addAllTo(Options options) { + for (OptionDefinition def : OPTION_DEFINITIONS) { + options.addOption(def.toOption()); + } + } + + public static Config createConfigFromCommandLine(CommandLine commandLine) { + Config config = new Config(); + if (commandLine.hasOption(CLIOptions.FOLDER_OPTION)) { + config.setOutputFolder(commandLine.getOptionValue(CLIOptions.FOLDER_OPTION)); + } else { + String argument = commandLine.getArgs()[0]; + File file = new File(argument); + file = new File(file.getAbsolutePath()); + config.setOutputFolder(file.isDirectory() ? file.getAbsolutePath() : file.getParent()); + } + applyAllTo(config, commandLine); + return config; + } + + /** + * Applies every core CLI option from the parsed command line onto the given Config. + * Caller is responsible for setting required Config state that is not represented + * by a CLI option (e.g. output folder when no positional input file is provided). + * + * Used by downstream CLIs that build their own Options + Config and want core + * options applied without paying for the positional-arg-based output-folder + * fallback that {@link #createConfigFromCommandLine} performs. + * + * @param config Config to populate + * @param commandLine parsed CommandLine + */ + public static void applyAllTo(Config config, CommandLine commandLine) { + if (commandLine.hasOption(CLIOptions.PASSWORD_OPTION)) { + config.setPassword(commandLine.getOptionValue(CLIOptions.PASSWORD_OPTION)); + } + if (commandLine.hasOption(CLIOptions.KEEP_LINE_BREAKS_LONG_OPTION)) { + config.setKeepLineBreaks(true); + } + if (commandLine.hasOption(CLIOptions.PDF_REPORT_LONG_OPTION)) { + config.setGeneratePDF(true); + } + if (commandLine.hasOption(CLIOptions.MARKDOWN_REPORT_LONG_OPTION)) { + config.setGenerateMarkdown(true); + } + if (commandLine.hasOption(CLIOptions.HTML_REPORT_LONG_OPTION)) { + config.setGenerateHtml(true); + } + if (commandLine.hasOption(CLIOptions.HTML_IN_MARKDOWN_LONG_OPTION)) { + config.setUseHTMLInMarkdown(true); + } + if (commandLine.hasOption(CLIOptions.MARKDOWN_IMAGE_LONG_OPTION)) { + config.setGenerateMarkdown(true); + } + if (commandLine.hasOption(CLIOptions.NO_JSON_REPORT_LONG_OPTION)) { + config.setGenerateJSON(false); + } + if (commandLine.hasOption(CLIOptions.REPLACE_INVALID_CHARS_LONG_OPTION)) { + config.setReplaceInvalidChars(commandLine.getOptionValue(CLIOptions.REPLACE_INVALID_CHARS_LONG_OPTION)); + } + if (commandLine.hasOption(CLIOptions.USE_STRUCT_TREE_LONG_OPTION)) { + config.setUseStructTree(true); + } + if (commandLine.hasOption(INCLUDE_HEADER_FOOTER_LONG_OPTION)) { + config.setIncludeHeaderFooter(true); + } + if (commandLine.hasOption(DETECT_STRIKETHROUGH_LONG_OPTION)) { + config.setDetectStrikethrough(true); + } + if (commandLine.hasOption(CLIOptions.READING_ORDER_LONG_OPTION)) { + config.setReadingOrder(commandLine.getOptionValue(CLIOptions.READING_ORDER_LONG_OPTION)); + } + if (commandLine.hasOption(CLIOptions.MARKDOWN_PAGE_SEPARATOR_LONG_OPTION)) { + config.setMarkdownPageSeparator(commandLine.getOptionValue(CLIOptions.MARKDOWN_PAGE_SEPARATOR_LONG_OPTION)); + } + if (commandLine.hasOption(CLIOptions.TEXT_PAGE_SEPARATOR_LONG_OPTION)) { + config.setTextPageSeparator(commandLine.getOptionValue(CLIOptions.TEXT_PAGE_SEPARATOR_LONG_OPTION)); + } + if (commandLine.hasOption(CLIOptions.HTML_PAGE_SEPARATOR_LONG_OPTION)) { + config.setHtmlPageSeparator(commandLine.getOptionValue(CLIOptions.HTML_PAGE_SEPARATOR_LONG_OPTION)); + } + applyContentSafetyOption(config, commandLine); + applySanitizeOption(config, commandLine); + applyFormatOption(config, commandLine); + applyTableMethodOption(config, commandLine); + applyImageOptions(config, commandLine); + applyPagesOption(config, commandLine); + applyHybridOptions(config, commandLine); + applyThreadsOption(config, commandLine); + config.normalize(); + } + + private static void applyThreadsOption(Config config, CommandLine commandLine) { + if (!commandLine.hasOption(THREADS_LONG_OPTION)) { + return; + } + String value = commandLine.getOptionValue(THREADS_LONG_OPTION); + int requested; + try { + requested = Integer.parseInt(value.trim()); + } catch (NumberFormatException e) { + throw new IllegalArgumentException( + String.format("Option --threads requires an integer >= 1, got '%s'", value)); + } + if (requested < 1) { + throw new IllegalArgumentException( + String.format("Option --threads requires an integer >= 1, got %d", requested)); + } + config.setThreads(requested); + int applied = config.getThreads(); + if (applied < requested) { + System.err.println(String.format( + "Warning: --threads=%d exceeds available CPU cores; capped to %d.", + requested, applied)); + } + } + + private static void applyImageOptions(Config config, CommandLine commandLine) { + if (commandLine.hasOption(IMAGE_OUTPUT_LONG_OPTION)) { + String outputValue = commandLine.getOptionValue(IMAGE_OUTPUT_LONG_OPTION); + if (outputValue == null || outputValue.trim().isEmpty()) { + throw new IllegalArgumentException( + String.format("Option --image-output requires a value. Supported values: %s", + Config.getImageOutputOptions(", "))); + } + String output = outputValue.trim().toLowerCase(Locale.ROOT); + if (!Config.isValidImageOutput(output)) { + throw new IllegalArgumentException( + String.format("Unsupported image output mode '%s'. Supported values: %s", + output, Config.getImageOutputOptions(", "))); + } + config.setImageOutput(output); + } + if (commandLine.hasOption(IMAGE_FORMAT_LONG_OPTION)) { + String formatValue = commandLine.getOptionValue(IMAGE_FORMAT_LONG_OPTION); + if (formatValue == null || formatValue.trim().isEmpty()) { + throw new IllegalArgumentException( + "Option --image-format requires a value. Supported values: png, jpeg"); + } + String format = formatValue.trim().toLowerCase(Locale.ROOT); + if (!Config.isValidImageFormat(format)) { + throw new IllegalArgumentException( + String.format("Unsupported image format '%s'. Supported values: png, jpeg", format)); + } + config.setImageFormat(format); + } + if (commandLine.hasOption(IMAGE_DIR_LONG_OPTION)) { + config.setImageDir(commandLine.getOptionValue(IMAGE_DIR_LONG_OPTION)); + } + } + + private static void applyPagesOption(Config config, CommandLine commandLine) { + if (commandLine.hasOption(PAGES_LONG_OPTION)) { + config.setPages(commandLine.getOptionValue(PAGES_LONG_OPTION)); + } + } + + private static void applyTableMethodOption(Config config, CommandLine commandLine) { + if (commandLine.hasOption(TABLE_METHOD_LONG_OPTION)) { + String methodValue = commandLine.getOptionValue(TABLE_METHOD_LONG_OPTION); + if (methodValue == null || methodValue.trim().isEmpty()) { + throw new IllegalArgumentException( + String.format("Option --table-method requires a value. Supported values: %s", + Config.getTableMethodOptions(", "))); + } + String method = methodValue.trim().toLowerCase(Locale.ROOT); + if (!Config.isValidTableMethod(method)) { + throw new IllegalArgumentException( + String.format("Unsupported table method '%s'. Supported values: %s", + method, Config.getTableMethodOptions(", "))); + } + config.setTableMethod(method); + } + } + + private static void applyContentSafetyOption(Config config, CommandLine commandLine) { + if (!commandLine.hasOption(CONTENT_SAFETY_OFF_LONG_OPTION)) { + return; + } + + String[] optionValues = commandLine.getOptionValues(CONTENT_SAFETY_OFF_LONG_OPTION); + if (optionValues == null || optionValues.length == 0) { + throw new IllegalArgumentException( + "Option --content-safety-off requires at least one value. Supported values: all, hidden-text, off-page, tiny, hidden-ocg"); + } + + Set values = parseOptionValues(optionValues); + if (values.isEmpty()) { + throw new IllegalArgumentException( + "Option --content-safety-off requires at least one value. Supported values: all, hidden-text, off-page, tiny, hidden-ocg"); + } + + for (String value : values) { + switch (value) { + case "hidden-text": + config.getFilterConfig().setFilterHiddenText(false); + break; + case "off-page": + config.getFilterConfig().setFilterOutOfPage(false); + break; + case "tiny": + config.getFilterConfig().setFilterTinyText(false); + break; + case "hidden-ocg": + config.getFilterConfig().setFilterHiddenOCG(false); + break; + case "sensitive-data": + System.err.println("Warning: '--content-safety-off sensitive-data' is deprecated and has no effect. " + + "Sensitive data sanitization is now opt-in. " + + "Use '--sanitize' to enable masking."); + break; + case "all": + config.getFilterConfig().setFilterHiddenText(false); + config.getFilterConfig().setFilterOutOfPage(false); + config.getFilterConfig().setFilterTinyText(false); + config.getFilterConfig().setFilterHiddenOCG(false); + break; + default: + throw new IllegalArgumentException(String.format( + "Unsupported value '%s'. Supported values: all, hidden-text, off-page, tiny, hidden-ocg", + value)); + } + } + } + + private static void applySanitizeOption(Config config, CommandLine commandLine) { + if (commandLine.hasOption(SANITIZE_LONG_OPTION)) { + config.getFilterConfig().setFilterSensitiveData(true); + } + } + + private static void applyFormatOption(Config config, CommandLine commandLine) { + if (!commandLine.hasOption(FORMAT_OPTION)) { + return; + } + + String[] optionValues = commandLine.getOptionValues(FORMAT_OPTION); + if (optionValues == null || optionValues.length == 0) { + throw new IllegalArgumentException( + "Option --format requires at least one value. Supported values: json, text, html, pdf, markdown, tagged-pdf"); + } + + Set values = parseOptionValues(optionValues); + if (values.isEmpty()) { + throw new IllegalArgumentException( + "Option --format requires at least one value. Supported values: json, text, html, pdf, markdown, tagged-pdf"); + } + + config.setGenerateJSON(false); + + for (String value : values) { + switch (value) { + case "json": + config.setGenerateJSON(true); + break; + case "html": + config.setGenerateHtml(true); + break; + case "text": + config.setGenerateText(true); + break; + case "pdf": + config.setGeneratePDF(true); + break; + case "markdown": + config.setGenerateMarkdown(true); + break; + case "markdown-with-html": + System.err.println("[WARN] --format markdown-with-html is deprecated and will be removed " + + "in the next major release. Use --format markdown --markdown-with-html instead."); + config.setUseHTMLInMarkdown(true); + break; + case "markdown-with-images": + System.err.println("[WARN] --format markdown-with-images is deprecated and will be removed " + + "in the next major release. Use --format markdown with --image-output " + + "(off|embedded|external) instead."); + config.setGenerateMarkdown(true); + break; + case "tagged-pdf": + config.setGenerateTaggedPDF(true); + break; + default: + throw new IllegalArgumentException(String.format( + "Unsupported format '%s'. Supported values: json, text, html, pdf, markdown, tagged-pdf", + value)); + } + } + } + + private static Set parseOptionValues(String[] optionValues) { + Set values = new LinkedHashSet<>(); + for (String rawValue : optionValues) { + if (rawValue == null) { + continue; + } + String[] splitValues = rawValue.split(","); + for (String candidate : splitValues) { + String format = candidate.trim().toLowerCase(Locale.ROOT); + if (!format.isEmpty()) { + values.add(format); + } + } + } + return values; + } + + private static void applyHybridOptions(Config config, CommandLine commandLine) { + if (commandLine.hasOption(HYBRID_LONG_OPTION)) { + String hybridValue = commandLine.getOptionValue(HYBRID_LONG_OPTION); + if (hybridValue == null || hybridValue.trim().isEmpty()) { + throw new IllegalArgumentException( + String.format("Option --hybrid requires a value. Supported values: %s", + Config.getHybridOptions(", "))); + } + String hybrid = hybridValue.trim().toLowerCase(Locale.ROOT); + if (!Config.isValidHybrid(hybrid)) { + throw new IllegalArgumentException( + String.format("Unsupported hybrid backend '%s'. Supported values: %s", + hybrid, Config.getHybridOptions(", "))); + } + config.setHybrid(hybrid); + } + if (commandLine.hasOption(HYBRID_MODE_LONG_OPTION)) { + String modeValue = commandLine.getOptionValue(HYBRID_MODE_LONG_OPTION); + if (modeValue == null || modeValue.trim().isEmpty()) { + throw new IllegalArgumentException( + String.format("Option --hybrid-mode requires a value. Supported values: %s", + Config.getHybridModeOptions(", "))); + } + String mode = modeValue.trim().toLowerCase(Locale.ROOT); + if (!Config.isValidHybridMode(mode)) { + throw new IllegalArgumentException( + String.format("Unsupported hybrid mode '%s'. Supported values: %s", + mode, Config.getHybridModeOptions(", "))); + } + config.getHybridConfig().setMode(mode); + } + if (commandLine.hasOption(HYBRID_OCR_LONG_OPTION)) { + // Deprecated: OCR settings are now configured on the hybrid server + System.err.println("Warning: --hybrid-ocr is deprecated. " + + "Configure OCR settings on the hybrid server instead (--ocr-lang, --force-ocr)."); + } + if (commandLine.hasOption(HYBRID_URL_LONG_OPTION)) { + String url = commandLine.getOptionValue(HYBRID_URL_LONG_OPTION); + if (url != null && !url.trim().isEmpty()) { + config.getHybridConfig().setUrl(url.trim()); + } + } + if (commandLine.hasOption(HYBRID_TIMEOUT_LONG_OPTION)) { + String timeoutValue = commandLine.getOptionValue(HYBRID_TIMEOUT_LONG_OPTION); + if (timeoutValue != null && !timeoutValue.trim().isEmpty()) { + try { + int timeout = Integer.parseInt(timeoutValue.trim()); + config.getHybridConfig().setTimeoutMs(timeout); + } catch (NumberFormatException e) { + throw new IllegalArgumentException( + String.format("Invalid timeout value '%s'. Must be a non-negative integer.", timeoutValue)); + } + } + } + if (commandLine.hasOption(HYBRID_FALLBACK_LONG_OPTION)) { + config.getHybridConfig().setFallbackToJava(true); + } + if (commandLine.hasOption(HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION)) { + String value = commandLine.getOptionValue(HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION); + if (value != null && !value.trim().isEmpty()) { + String normalized = value.trim().toLowerCase(Locale.ROOT); + if (!HybridConfig.REGIONLIST_TABLE_FIRST.equals(normalized) + && !HybridConfig.REGIONLIST_LIST_ONLY.equals(normalized)) { + throw new IllegalArgumentException(String.format( + "Option --%s: unsupported value '%s'. Supported values: %s, %s", + HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION, normalized, + HybridConfig.REGIONLIST_TABLE_FIRST, HybridConfig.REGIONLIST_LIST_ONLY)); + } + config.getHybridConfig().setRegionlistStrategy(normalized); + } + } + if (commandLine.hasOption(HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION)) { + String value = commandLine.getOptionValue(HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION); + if (value != null && !value.trim().isEmpty()) { + String normalized = value.trim().toLowerCase(Locale.ROOT); + if (!HybridConfig.OCR_OFF.equals(normalized) + && !HybridConfig.OCR_AUTO.equals(normalized) + && !HybridConfig.OCR_FORCE.equals(normalized)) { + throw new IllegalArgumentException(String.format( + "Option --%s: unsupported value '%s'. Supported values: %s, %s, %s", + HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION, normalized, + HybridConfig.OCR_OFF, HybridConfig.OCR_AUTO, HybridConfig.OCR_FORCE)); + } + config.getHybridConfig().setOcrStrategy(normalized); + } + } + if (commandLine.hasOption(HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION)) { + String value = commandLine.getOptionValue(HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION); + if (value != null && !value.trim().isEmpty()) { + String normalized = value.trim().toLowerCase(Locale.ROOT); + if (!"memory".equals(normalized) && !"disk".equals(normalized)) { + throw new IllegalArgumentException(String.format( + "Option --%s: unsupported value '%s'. Supported values: memory, disk", + HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION, normalized)); + } + config.getHybridConfig().setImageCache(normalized); + } + } + if (commandLine.hasOption(HYBRID_HANCOM_AI_SAVE_CROPS_LONG_OPTION)) { + config.getHybridConfig().setSaveCrops(true); + } + if (commandLine.hasOption(HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION)) { + String value = commandLine.getOptionValue(HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION); + if (value != null && !value.trim().isEmpty()) { + config.getHybridConfig().setCropOutputDir(value.trim()); + } + } + if (commandLine.hasOption(TO_STDOUT_LONG_OPTION)) { + config.setOutputStdout(true); + } + // Keep in sync with all HYBRID_HANCOM_AI_*_LONG_OPTION constants above. + boolean usesHancomAiOnly = + commandLine.hasOption(HYBRID_HANCOM_AI_REGIONLIST_STRATEGY_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_OCR_STRATEGY_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_IMAGE_CACHE_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_SAVE_CROPS_LONG_OPTION) || + commandLine.hasOption(HYBRID_HANCOM_AI_CROP_OUTPUT_DIR_LONG_OPTION); + if (usesHancomAiOnly && !Config.HYBRID_HANCOM_AI.equals(config.getHybrid())) { + throw new IllegalArgumentException( + "Options --hybrid-hancom-ai-* require --hybrid=hancom-ai (got --hybrid=" + + config.getHybrid() + ")"); + } + } + + /** + * Exports CLI option definitions as JSON for code generation. + * This is used to generate Node.js, Python, and documentation from a single + * source of truth. + * + * @param out The output stream to write JSON to + */ + public static void exportOptionsAsJson(PrintStream out) { + List exportable = OPTION_DEFINITIONS.stream() + .filter(d -> d.exported) + .collect(Collectors.toList()); + + // Build JSON manually to avoid external dependencies + StringBuilder json = new StringBuilder(); + json.append("{\n"); + json.append(" \"options\": [\n"); + + for (int i = 0; i < exportable.size(); i++) { + OptionDefinition opt = exportable.get(i); + json.append(" {\n"); + json.append(" \"name\": \"").append(opt.longName).append("\",\n"); + json.append(" \"shortName\": ").append(opt.shortName == null ? "null" : "\"" + opt.shortName + "\"") + .append(",\n"); + json.append(" \"type\": \"").append(opt.type).append("\",\n"); + json.append(" \"required\": false,\n"); + if (opt.defaultValue == null) { + json.append(" \"default\": null,\n"); + } else if (opt.defaultValue instanceof Boolean) { + json.append(" \"default\": ").append(opt.defaultValue).append(",\n"); + } else { + json.append(" \"default\": \"").append(escapeJson(opt.defaultValue.toString())).append("\",\n"); + } + json.append(" \"description\": \"").append(escapeJson(opt.description)).append("\"\n"); + json.append(" }"); + if (i < exportable.size() - 1) { + json.append(","); + } + json.append("\n"); + } + + json.append(" ]\n"); + json.append("}\n"); + + out.print(json.toString()); + } + + private static String escapeJson(String value) { + if (value == null) { + return ""; + } + return value + .replace("\\", "\\\\") + .replace("\"", "\\\"") + .replace("\n", "\\n") + .replace("\r", "\\r") + .replace("\t", "\\t"); + } + + /** + * Internal class to hold option definition for both CLI and JSON export. + * Single source of truth for all option metadata. + */ + private static class OptionDefinition { + final String longName; + final String shortName; + final String type; // "string" | "boolean" + final Object defaultValue; + final String description; + final boolean exported; // Whether to include in JSON export + + OptionDefinition(String longName, String shortName, String type, Object defaultValue, String description, + boolean exported) { + this.longName = longName; + this.shortName = shortName; + this.type = type; + this.defaultValue = defaultValue; + this.description = description; + this.exported = exported; + } + + /** Creates an Apache Commons CLI Option from this definition. */ + Option toOption() { + boolean hasArg = "string".equals(type); + return new Option(shortName, longName, hasArg, description); + } + } + +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/autotagging/ChunksWriter.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/autotagging/ChunksWriter.java new file mode 100644 index 0000000..a0e0ad8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/autotagging/ChunksWriter.java @@ -0,0 +1,323 @@ +package org.opendataloader.pdf.autotagging; + +import org.opendataloader.pdf.processors.AutoTaggingProcessor; +import org.verapdf.as.ASAtom; +import org.verapdf.as.io.ASInputStream; +import org.verapdf.cos.*; +import org.verapdf.gf.model.factory.chunks.ChunkParser; +import org.verapdf.gf.model.factory.chunks.GraphicsState; +import org.verapdf.gf.model.impl.sa.util.ResourceHandler; +import org.verapdf.operator.Operator; +import org.verapdf.parser.Operators; +import org.verapdf.parser.PDFStreamParser; +import org.verapdf.pd.PDContentStream; +import org.verapdf.pd.PDExtGState; +import org.verapdf.pd.images.PDXForm; +import org.verapdf.pd.images.PDXObject; +import org.verapdf.tools.StaticResources; +import org.verapdf.tools.TaggedPDFConstants; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.StreamInfo; + +import java.io.ByteArrayInputStream; +import java.io.IOException; +import java.io.InputStream; +import java.util.*; + +public class ChunksWriter { + + private static final java.util.logging.Logger CHUNKS_LOGGER = java.util.logging.Logger.getLogger(ChunksWriter.class.getName()); + + private final ResourceHandler resourceHandler; + private final GraphicsState graphicsState; + + public ChunksWriter(GraphicsState inheritedGraphicState, ResourceHandler resourceHandler) { + this.graphicsState = inheritedGraphicState.clone(); + this.resourceHandler = resourceHandler; + } + + public static List getTokens(PDContentStream pdContentStream) { + if (pdContentStream != null) { + try { + COSObject contentStream = pdContentStream.getContents(); + if (contentStream.getType() == COSObjType.COS_STREAM || contentStream.getType() == COSObjType.COS_ARRAY) { + try (ASInputStream opStream = contentStream.getDirectBase().getData(COSStream.FilterFlags.DECODE)) { + try (PDFStreamParser streamParser = new PDFStreamParser(opStream)) { + streamParser.parseTokens(); + return streamParser.getTokens(); + } + } + } + } catch (IOException e) { + CHUNKS_LOGGER.warning("Failed to read content stream tokens: " + e.getMessage()); + } + } + return Collections.emptyList(); + } + + public List processTokens(List processTokens, OperatorStreamKey operatorStreamKey) throws IOException { + Map> operatorIndexesToStreamInfosMap = AutoTaggingProcessor.getOperatorIndexesToStreamInfosMap().get(operatorStreamKey); + if (operatorIndexesToStreamInfosMap == null) { + operatorIndexesToStreamInfosMap = Collections.emptyMap(); + } + List result = new ArrayList<>(); + List arguments = new ArrayList<>(); + for (int index = 0; index < processTokens.size(); index++) { + Object token = processTokens.get(index); + if (token instanceof COSBase) { + arguments.add((COSBase) token); + } else if (token instanceof Operator) { + processOperator(result, (Operator)token, arguments, index, operatorIndexesToStreamInfosMap, operatorStreamKey); + arguments.clear(); + } + } + return result; + } + + private void processOperator(List result, Operator rawOperator, List arguments, int operatorIndex, + Map> operatorIndexesToStreamInfosMap, + OperatorStreamKey operatorStreamKey) throws IOException { + String operatorName = rawOperator.getOperator(); + switch (operatorName) { + case Operators.BMC: + case Operators.EMC: + case Operators.BDC: + break; + case Operators.DO: + OperatorStreamKey xObjectOperatorStreamKey = new OperatorStreamKey(operatorStreamKey.getPageNumber(), arguments.get(0).getString()); + Integer xObjectStructParent = AutoTaggingProcessor.getStructParentsIntegers().get(xObjectOperatorStreamKey); + if (AutoTaggingProcessor.getOperatorIndexesToStreamInfosMap().containsKey(xObjectOperatorStreamKey) + && xObjectStructParent != null) { + COSName xObjectName = getLastCOSName(arguments); + PDXObject pdxObject = resourceHandler.getXObject(xObjectName); + if (pdxObject == null) { + processContentOperator(result, rawOperator, arguments, operatorIndex, operatorIndexesToStreamInfosMap, operatorName, operatorStreamKey); + break; + } + pdxObject.setKey(ASAtom.STRUCT_PARENTS, + COSInteger.construct(xObjectStructParent)); + StaticResources.getDocument().getDocument().addChangedObject(pdxObject.getObject()); + PDXForm pdxForm = (PDXForm)pdxObject; + GraphicsState xFormGraphicsState = graphicsState.clone(); + AutoTaggingProcessor.setUpContents(pdxForm.getObject(), new ChunksWriter(xFormGraphicsState, + resourceHandler.getExtendedResources(pdxForm.getResources())).processTokens( + ChunksWriter.getTokens(pdxForm), xObjectOperatorStreamKey)); + // Preserve the Do operator in the parent stream so the XObject is still invoked + result.addAll(arguments); + result.add(rawOperator); + } else { + processContentOperator(result, rawOperator, arguments, operatorIndex, operatorIndexesToStreamInfosMap, operatorName, operatorStreamKey); + } + break; + case Operators.TJ_SHOW: + case Operators.TJ_SHOW_POS: + case Operators.QUOTE: + case Operators.DOUBLE_QUOTE: + case Operators.BI: + case Operators.F_FILL: + case Operators.F_FILL_OBSOLETE: + case Operators.F_STAR_FILL: + case Operators.B_CLOSEPATH_FILL_STROKE: + case Operators.B_STAR_CLOSEPATH_EOFILL_STROKE: + case Operators.S_CLOSE_STROKE: + case Operators.S_STROKE: + processContentOperator(result, rawOperator, arguments, operatorIndex, operatorIndexesToStreamInfosMap, operatorName, operatorStreamKey); + break; + case org.verapdf.model.tools.constants.Operators.GS: + PDExtGState extGState = this.resourceHandler.getExtGState(getLastCOSName(arguments)); + this.graphicsState.copyPropertiesFromExtGState(extGState); + result.addAll(arguments); + result.add(rawOperator); + break; + case org.verapdf.model.tools.constants.Operators.TF: + this.graphicsState.getTextState().setTextFont(resourceHandler.getFont(getFirstCOSName(arguments))); + result.addAll(arguments); + result.add(rawOperator); + break; + default: +// if (!Operators.D_SET_DASH.equals(operatorName)) { + result.addAll(arguments); + result.add(rawOperator); +// } + break; + } + } + + private void processContentOperator(List result, Operator rawOperator, List arguments, int operatorIndex, + Map> operatorIndexesToStreamInfosMap, String operatorName, + OperatorStreamKey operatorStreamKey) { + Set streamInfos = operatorIndexesToStreamInfosMap.get(operatorIndex); + if (streamInfos == null || streamInfos.isEmpty()) { + writeMarkedContent(result, arguments, rawOperator, operatorName, null, null); + } else { + if (streamInfos.size() == 1) { + Integer mcid = streamInfos.iterator().next().getMcid(); + writeMarkedContent(result, arguments, rawOperator, operatorName, mcid, operatorStreamKey); + } else { + List streamInfosList = updateStreamInfos(streamInfos); + Map newArguments = getArguments(arguments.get(arguments.size() - 1), streamInfosList); + for (Map.Entry entry : newArguments.entrySet()) { + arguments.set(arguments.size() - 1, entry.getValue().get()); + writeMarkedContent(result, arguments, rawOperator, operatorName, entry.getKey().getMcid(), operatorStreamKey); + } + } + } + } + + private static String getStructureType(Integer mcid, OperatorStreamKey operatorStreamKey) { + if (mcid == null || operatorStreamKey == null) return null; + List parents = AutoTaggingProcessor.getStructParents().get(operatorStreamKey); + if (parents == null) { + CHUNKS_LOGGER.warning("structParents: no entry for key page=" + operatorStreamKey.getPageNumber() + " xobj=" + operatorStreamKey.getXObjectName() + " (available keys: " + AutoTaggingProcessor.getStructParents().keySet().stream().map(k -> "p"+k.getPageNumber()+"x"+k.getXObjectName()).collect(java.util.stream.Collectors.joining(",")) + ")"); + return null; + } + if (mcid >= parents.size()) { + CHUNKS_LOGGER.warning("structParents: mcid=" + mcid + " out of range (size=" + parents.size() + ") for key page=" + operatorStreamKey.getPageNumber() + " xobj=" + operatorStreamKey.getXObjectName()); + return null; + } + COSObject structElem = parents.get(mcid); + if (structElem == null) return null; + COSObject typeObj = structElem.getKey(ASAtom.S); + if (typeObj == null || typeObj.empty()) return null; + return typeObj.getString(); + } + + private static void writeMarkedContent(List result, List arguments, Operator token, + String operatorName, Integer mcid, OperatorStreamKey operatorStreamKey) { + if (mcid == null) { + result.add(COSName.construct(TaggedPDFConstants.ARTIFACT).getDirectBase()); + result.add(Operator.getOperator(Operators.BMC)); + } else { + String tagName; + if (Operators.BI.equals(operatorName) || Operators.DO.equals(operatorName)) { + tagName = TaggedPDFConstants.FIGURE; + } else { + String structType = getStructureType(mcid, operatorStreamKey); + tagName = (structType != null) ? structType : TaggedPDFConstants.SPAN; + } + result.add(COSName.construct(tagName).getDirectBase()); + COSObject dictionary = COSDictionary.construct(); + dictionary.setKey(ASAtom.MCID, COSInteger.construct(mcid)); + result.add(dictionary.getDirectBase()); + result.add(Operator.getOperator(Operators.BDC)); + } + result.addAll(arguments); + result.add(token); + result.add(Operator.getOperator(Operators.EMC)); + } + + private Map getArguments(COSBase object, List streamInfos) { + Map map = new TreeMap<>(); + if (object.getType() == COSObjType.COS_STRING) { + Queue streamInfoQueue = new LinkedList<>(streamInfos); + processString((COSString)object, map, streamInfoQueue, null, 0); + } else if (object.getType() == COSObjType.COS_ARRAY) { + int stringIndex = 0; + List array = new ArrayList<>(); + Queue streamInfoQueue = new LinkedList<>(streamInfos); + for (COSObject element : (COSArray)object.getDirectBase()) { + if (element.getType() == COSObjType.COS_STRING) { + stringIndex = processString((COSString)element.get(), map, streamInfoQueue, array, stringIndex); + } else if (element.getType().isNumber()) { + array.add(element); + } + } + if (!array.isEmpty()) { + StreamInfo peekInfo = streamInfoQueue.peek(); + COSObject target = peekInfo != null ? map.get(peekInfo) : null; + if (target != null && target.getType() == COSObjType.COS_ARRAY) { + COSArray currentArray = (COSArray) target.get(); + for (COSObject element : array) { + currentArray.add(element); + } + } else { + CHUNKS_LOGGER.warning("Issue during text operator processing"); + } + } + } + return map; + } + + public int processString(COSString string, Map map, Queue streamInfoQueue, + List array, int stringIndex) { + int currentStringIndex = stringIndex; + int currentBytesIndex = 0; + int dif = 0; + byte[] bytes = string.get(); + try (InputStream inputStream = new ByteArrayInputStream(bytes)) { + int available = inputStream.available(); + while (inputStream.available() > 0) { + int code = graphicsState.getTextState().getTextFont().readCode(inputStream); + String value = graphicsState.getTextState().getTextFont().toUnicode(code); + if (value == null) { + value = StaticContainers.getIsIgnoreCharactersWithoutUnicode() ? "" : ChunkParser.REPLACEMENT_CHARACTER_STRING; + } + int newAvailable = inputStream.available(); + dif += available - newAvailable; + available = newAvailable; + int length = streamInfoQueue.peek().getEndIndex() - currentStringIndex; + currentStringIndex += value.length(); + if (length <= value.length()) { + COSObject cosString = COSString.construct(Arrays.copyOfRange(bytes, currentBytesIndex, currentBytesIndex + dif), string.isHexadecimal()); + if (array != null) { + array.add(cosString); + map.put(streamInfoQueue.peek(), new COSObject(new COSArray(array))); + } else { + map.put(streamInfoQueue.peek(), cosString); + } + currentBytesIndex += dif; + dif = 0; + if (array != null) { + array.clear(); + } + if (streamInfoQueue.size() > 1) { + streamInfoQueue.poll(); + } + } + } + } catch (IOException e) { + CHUNKS_LOGGER.warning("Failed to process font string: " + e.getMessage()); + } + if (array != null && dif > 0) { + array.add(COSString.construct(Arrays.copyOfRange(bytes, currentBytesIndex, currentBytesIndex + dif), string.isHexadecimal())); + } + return currentStringIndex; + } + + private static List updateStreamInfos(Set streamInfos) { + Iterator streamInfoIterator = streamInfos.iterator(); + List newStreamInfos = new ArrayList<>(); + StreamInfo streamInfo = null; + int currentIndex = 0; + while (streamInfoIterator.hasNext()) { + streamInfo = streamInfoIterator.next(); + if (currentIndex < streamInfo.getStartIndex()) { + newStreamInfos.add(new StreamInfo(streamInfo.getOperatorIndex(), streamInfo.getXObjectName(), + streamInfo.getXImageObjectKey(), currentIndex, streamInfo.getStartIndex(), streamInfo.getLength(), null)); + } + currentIndex = streamInfo.getEndIndex(); + newStreamInfos.add(streamInfo); + } + if (currentIndex < streamInfo.getLength()) { + newStreamInfos.add(new StreamInfo(streamInfo.getOperatorIndex(), streamInfo.getXObjectName(), + streamInfo.getXImageObjectKey(), streamInfo.getEndIndex(), streamInfo.getLength(), streamInfo.getLength(), null)); + } + return newStreamInfos; + } + + private static COSName getFirstCOSName(List arguments) { + COSBase lastElement = arguments.isEmpty() ? null : arguments.get(0); + if (lastElement instanceof COSName) { + return (COSName) lastElement; + } + return null; + } + + private static COSName getLastCOSName(List arguments) { + COSBase lastElement = arguments.isEmpty() ? null : arguments.get(arguments.size() - 1); + if (lastElement instanceof COSName) { + return (COSName) lastElement; + } + return null; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/autotagging/OperatorStreamKey.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/autotagging/OperatorStreamKey.java new file mode 100644 index 0000000..13f07e9 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/autotagging/OperatorStreamKey.java @@ -0,0 +1,39 @@ +package org.opendataloader.pdf.autotagging; + +import java.util.Objects; + +public class OperatorStreamKey { + private final int pageNumber; + private final String xObjectName; + + public OperatorStreamKey(int pageNumber, String xObjectName) { + this.pageNumber = pageNumber; + this.xObjectName = xObjectName; + } + + public int getPageNumber() { + return pageNumber; + } + + public String getXObjectName() { + return xObjectName; + } + + @Override + public boolean equals(Object o) { + if (this == o) { + return true; + } + if (o == null || getClass() != o.getClass()) { + return false; + } + OperatorStreamKey that = (OperatorStreamKey) o; + return pageNumber == that.pageNumber && + Objects.equals(xObjectName, that.xObjectName); + } + + @Override + public int hashCode() { + return Objects.hash(pageNumber, xObjectName); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/containers/StaticLayoutContainers.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/containers/StaticLayoutContainers.java new file mode 100644 index 0000000..0a0530d --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/containers/StaticLayoutContainers.java @@ -0,0 +1,164 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.containers; + +import org.opendataloader.pdf.api.Config; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; + +import java.io.File; +import java.util.Collections; +import java.util.LinkedList; +import java.util.List; +import java.util.Map; +import java.util.concurrent.ConcurrentHashMap; +import java.util.logging.Logger; + +public class StaticLayoutContainers { + protected static final Logger LOGGER = Logger.getLogger(StaticLayoutContainers.class.getCanonicalName()); + + private static final ThreadLocal currentContentId = new ThreadLocal<>(); + private static final ThreadLocal> headings = new ThreadLocal<>(); + private static final ThreadLocal imageIndex = new ThreadLocal<>(); + private static final ThreadLocal isUseStructTree = new ThreadLocal<>(); + private static final ThreadLocal imagesDirectory = new ThreadLocal<>(); + private static final ThreadLocal embedImages = new ThreadLocal<>(); + private static final ThreadLocal imageFormat = new ThreadLocal<>(); + private static final ThreadLocal> replacementCharRatios = ThreadLocal.withInitial(ConcurrentHashMap::new); + private static final ThreadLocal> embeddedImageBytes = ThreadLocal.withInitial(ConcurrentHashMap::new); + + public static void clearContainers() { + currentContentId.set(1L); + headings.set(Collections.synchronizedList(new LinkedList<>())); + imageIndex.set(1); + isUseStructTree.set(false); + imagesDirectory.set(""); + embedImages.set(false); + imageFormat.set(Config.IMAGE_FORMAT_PNG); + replacementCharRatios.get().clear(); + embeddedImageBytes.get().clear(); + } + + public static long getCurrentContentId() { + return currentContentId.get(); + } + + public static long incrementContentId() { + long id = getCurrentContentId(); + StaticLayoutContainers.setCurrentContentId(id + 1); + return id; + } + + public static void setCurrentContentId(long currentContentId) { + StaticLayoutContainers.currentContentId.set(currentContentId); + } + + public static String getImagesDirectory() { + return imagesDirectory.get(); + } + + public static String getImagesDirectoryName() { + String dir = imagesDirectory.get(); + return dir != null && !dir.isEmpty() ? new File(dir).getName() : ""; + } + + public static void setImagesDirectory(String imagesDirectory) { + StaticLayoutContainers.imagesDirectory.set(imagesDirectory); + } + + public static List getHeadings() { + return headings.get(); + } + + public static void setHeadings(List headings) { + StaticLayoutContainers.headings.set(headings); + } + + public static Boolean isUseStructTree() { + return isUseStructTree.get(); + } + + public static void setIsUseStructTree(Boolean isUseStructTree) { + StaticLayoutContainers.isUseStructTree.set(isUseStructTree); + } + + public static int incrementImageIndex() { + int imageIndex = StaticLayoutContainers.imageIndex.get(); + StaticLayoutContainers.imageIndex.set(imageIndex + 1); + return imageIndex; + } + + public static void resetImageIndex() { + StaticLayoutContainers.imageIndex.set(1); + } + + public static boolean isEmbedImages() { + return Boolean.TRUE.equals(embedImages.get()); + } + + public static void setEmbedImages(boolean embedImages) { + StaticLayoutContainers.embedImages.set(embedImages); + } + + public static String getImageFormat() { + String format = imageFormat.get(); + return format != null ? format : Config.IMAGE_FORMAT_PNG; + } + + public static void setImageFormat(String format) { + StaticLayoutContainers.imageFormat.set(format); + } + + public static void setReplacementCharRatio(int pageNumber, double ratio) { + replacementCharRatios.get().put(pageNumber, ratio); + } + + public static double getReplacementCharRatio(int pageNumber) { + return replacementCharRatios.get().getOrDefault(pageNumber, 0.0); + } + + public static void cacheEmbeddedImageBytes(String absolutePath, byte[] bytes) { + embeddedImageBytes.get().put(normalizeImageKey(absolutePath), bytes); + } + + public static byte[] getEmbeddedImageBytes(String absolutePath) { + return embeddedImageBytes.get().get(normalizeImageKey(absolutePath)); + } + + public static boolean hasEmbeddedImageBytes(String absolutePath) { + return embeddedImageBytes.get().containsKey(normalizeImageKey(absolutePath)); + } + + // Map-level accessors are used by DocumentProcessor.propagateState so worker threads + // share the main thread's cache instance. Today the cache is only touched on the main + // thread, but propagating it eliminates a silent-data-loss trap if generators ever + // run on workers — matches the CLAUDE.md ThreadLocal-propagation gotcha. + public static Map getEmbeddedImageBytesMap() { + return embeddedImageBytes.get(); + } + + public static void setEmbeddedImageBytesMap(Map map) { + embeddedImageBytes.set(map); + } + + // Image paths flow through String.format with File.separator (cache write side) and + // through File.getPath() (cache read side via Base64ImageUtils.toDataUri). The two + // forms can differ on Windows when the user passes forward-slash output paths + // (e.g. /tmp/x). Collapse both forms to a single canonical key so writers and readers + // agree on cache identity. + private static String normalizeImageKey(String path) { + return path == null ? null : new File(path).getPath(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/EnrichedImageChunk.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/EnrichedImageChunk.java new file mode 100644 index 0000000..bf94ee8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/EnrichedImageChunk.java @@ -0,0 +1,106 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.entities; + +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; + +/** + * An ImageChunk enriched with an AI-generated description (alt text). + * + *

    Created when the hybrid backend returns a SemanticPicture whose bounding + * box overlaps a Java-extracted ImageChunk. The description is matched by + * bounding-box IoU in HybridDocumentProcessor and propagated to: + *

      + *
    • AutoTaggingProcessor — inserts /Alt into the Figure struct element
      • + *
    • ImageSerializer — writes "alt" field to JSON output
      • + *
    • MarkdownGenerator / HtmlGenerator — uses description as alt text
      • + *
    + */ +public class EnrichedImageChunk extends ImageChunk { + + /** + * Where the alt text came from. Drives the {@code alt_source} JSON field + * and downstream evidence-report badging — a reviewer treats a human-authored + * /Alt very differently from an AI-generated caption. + */ + public enum AltSource { + /** Pulled from the source PDF's struct-tree /Alt entry. */ + ORIGINAL, + /** Generated by the hybrid backend (Hancom AI / docling SmolVLM). */ + AI_GENERATED + } + + private final String description; + private final AltSource altSource; + + /** + * Convenience constructor for author-authored /Alt sourced from the input + * PDF's struct tree (used by {@link org.opendataloader.pdf.processors.TaggedDocumentProcessor}). + * AI / backend-generated captions must use the 3-arg form with + * {@link AltSource#AI_GENERATED} so downstream consumers can distinguish + * human alt text from synthesised descriptions. + */ + public EnrichedImageChunk(ImageChunk source, String description) { + this(source, description, AltSource.ORIGINAL); + } + + public EnrichedImageChunk(ImageChunk source, String description, AltSource altSource) { + super(source.getBoundingBox()); + // Copy index so serializers can reference the image file + setIndex(source.getIndex()); + // Copy stream infos so MCID / struct-tree linkage is preserved + getStreamInfos().addAll(source.getStreamInfos()); + this.description = description; + this.altSource = altSource; + } + + public String getDescription() { + return description != null ? description : ""; + } + + public boolean hasDescription() { + return description != null && !description.isEmpty(); + } + + public AltSource getAltSource() { + return altSource; + } + + /** + * Sanitized description safe for use as PDF /Alt, Markdown alt text, + * HTML alt attribute, and JSON value. + */ + public String sanitizeDescription() { + if (!hasDescription()) return ""; + return description + .replace("\r\n", " ") + .replace("\n", " ") + .replace("\r", " ") + .replace("\"", "") + .replace("[", "") + .replace("]", "") + .replace("<", "") + .replace(">", "") + .replace("&", "") + .replace("\u0000", "") + // PDF/UA-2 clause 8.4.3.3 forbids Private Use Area code points in /Alt. + // Strip BMP PUA (U+E000–U+F8FF) and supplementary PUA (encoded as surrogate pairs + // U+DB80–U+DBFF paired with U+DC00–U+DFFF). + .replaceAll("[\\uE000-\\uF8FF]|[\\uDB80-\\uDBFF][\\uDC00-\\uDFFF]", "") + .replaceAll("\\s{2,}", " ") + .trim(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/SemanticFootnote.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/SemanticFootnote.java new file mode 100644 index 0000000..f4c2e1b --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/SemanticFootnote.java @@ -0,0 +1,34 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.entities; + +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; + +/** + * Represents a footnote/endnote element. + * Maps to PDF 2.0 FENote structure element in AutoTaggingProcessor. + */ +public class SemanticFootnote extends SemanticParagraph { + public SemanticFootnote() { + super(); + } + + public SemanticFootnote(SemanticParagraph node) { + super(node); + this.setSemanticType(SemanticType.NOTE); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/SemanticFormula.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/SemanticFormula.java new file mode 100644 index 0000000..c5f402a --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/SemanticFormula.java @@ -0,0 +1,52 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.entities; + +import org.verapdf.wcag.algorithms.entities.BaseObject; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +/** + * Represents a mathematical formula element with LaTeX content. + * + *

    This class stores formula content in LaTeX format, which can be rendered + * using MathJax, KaTeX, or similar libraries in the output formats. + * + *

    Extends BaseObject to leverage the standard IObject implementation. + */ +public class SemanticFormula extends BaseObject { + + private final String latex; + + /** + * Creates a SemanticFormula with the given bounding box and LaTeX content. + * + * @param boundingBox The bounding box of the formula + * @param latex The LaTeX representation of the formula + */ + public SemanticFormula(BoundingBox boundingBox, String latex) { + super(boundingBox); + this.latex = latex; + } + + /** + * Gets the LaTeX representation of the formula. + * + * @return The LaTeX string, or empty string if null + */ + public String getLatex() { + return latex != null ? latex : ""; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/SemanticPicture.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/SemanticPicture.java new file mode 100644 index 0000000..6abc67f --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/entities/SemanticPicture.java @@ -0,0 +1,120 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.entities; + +import org.verapdf.wcag.algorithms.entities.BaseObject; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +/** + * Represents a picture element with optional description (alt text). + * + *

    This class stores picture metadata including AI-generated descriptions + * for accessibility purposes. Descriptions are generated using vision-language + * models when the hybrid server is configured with --enrich-picture-description. + * + *

    Extends BaseObject to leverage the standard IObject implementation. + */ +public class SemanticPicture extends BaseObject { + + private final int index; + private final String description; + + /** + * Creates a SemanticPicture with the given bounding box and index. + * + * @param boundingBox The bounding box of the picture + * @param index The sequential index of the picture + */ + public SemanticPicture(BoundingBox boundingBox, int index) { + this(boundingBox, index, null); + } + + /** + * Creates a SemanticPicture with the given bounding box, index, and description. + * + * @param boundingBox The bounding box of the picture + * @param index The sequential index of the picture + * @param description The AI-generated description (alt text) for accessibility + */ + public SemanticPicture(BoundingBox boundingBox, int index, String description) { + super(boundingBox); + this.index = index; + this.description = description; + } + + /** + * Gets the sequential index of this picture. + * + * @return The picture index + */ + public int getPictureIndex() { + return index; + } + + /** + * Gets the description (alt text) of this picture. + * + * @return The description string, or empty string if null + */ + public String getDescription() { + return description != null ? description : ""; + } + + /** + * Checks if this picture has a description. + * + * @return true if description is non-null and non-empty + */ + public boolean hasDescription() { + return description != null && !description.isEmpty(); + } + + /** + * Returns a sanitized version of the description safe for use as alt text + * across all output formats (Markdown, HTML, JSON) without format-specific escaping. + * + *

    Removes characters that are structurally significant in at least one output format: + *

      + *
    • {@code "} — HTML attribute delimiter
      • + *
    • {@code [}, {@code ]} — Markdown alt text delimiters
      • + *
    • {@code <}, {@code >} — HTML tag delimiters
      • + *
    • {@code &} — HTML entity prefix
      • + *
    • {@code \u0000} — null character
      • + *
    • Newlines ({@code \n}, {@code \r}) — replaced with a space
      • + *
    + * Consecutive whitespace is collapsed to a single space and the result is trimmed. + * + * @return sanitized description string, or empty string if no description + */ + public String sanitizeDescription() { + if (!hasDescription()) { + return ""; + } + return description + .replace("\r\n", " ") + .replace("\n", " ") + .replace("\r", " ") + .replace("\"", "") + .replace("[", "") + .replace("]", "") + .replace("<", "") + .replace(">", "") + .replace("&", "") + .replace("\u0000", "") + .replaceAll("\\s{2,}", " ") + .trim(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/exceptions/EncryptedTaggedPdfNotSupportedException.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/exceptions/EncryptedTaggedPdfNotSupportedException.java new file mode 100644 index 0000000..d180947 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/exceptions/EncryptedTaggedPdfNotSupportedException.java @@ -0,0 +1,36 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.exceptions; + +import java.io.IOException; + +/** + * Thrown when tagged-pdf generation is requested for an encrypted document. + * + *

    Encrypted PDFs (those with an {@code /Encrypt} dictionary in the trailer) + * are not supported for tagged-pdf output. Writing a tagged copy requires + * re-serializing the document, which interacts poorly with the document's + * encryption state and is also not permitted by the PDF specification for + * documents whose permissions deny modification. + */ +public class EncryptedTaggedPdfNotSupportedException extends IOException { + + private static final long serialVersionUID = 1L; + + public EncryptedTaggedPdfNotSupportedException(String message) { + super(message); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/exceptions/InvalidPdfFileException.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/exceptions/InvalidPdfFileException.java new file mode 100644 index 0000000..ee7b3a0 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/exceptions/InvalidPdfFileException.java @@ -0,0 +1,60 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.exceptions; + +import java.io.IOException; + +/** + * Thrown when an input file cannot be processed as a PDF. Two failure modes + * share this exception type, distinguished by message wording: + *

      + *
    • Missing header — the {@code %PDF-} magic number is absent + * from the first 1024 bytes (JPEG renamed to {@code .pdf}, empty file, + * arbitrary text). Detected before veraPDF is invoked.
      • + *
    • Corrupted or truncated content — the magic number is + * present but the body fails to parse (interrupted download, missing + * trailing xref, garbage payload). Detected when {@code new PDDocument} + * throws {@link IOException}; the original veraPDF exception is + * preserved via {@link #getCause()} for diagnostics.
      • + *
    + * + *

    This is a checked subtype of {@link IOException} so callers that already + * handle {@code IOException} keep compiling, while callers that want to + * distinguish "not a usable PDF" from other I/O failures can catch this type + * specifically. + * + *

    Public entry points that may surface this exception: + *

      + *
    • {@code OpenDataLoaderPDF.processFile(String, Config)}
      • + *
    • {@code DocumentProcessor.processFile(String, Config)}
      • + *
    • {@code DocumentProcessor.processFileWithResult(String, Config)}
      • + *
    • {@code DocumentProcessor.extractContents(String, Config)}
      • + *
    • {@code DocumentProcessor.preprocessing(String, Config)}
      • + *
    • {@code AutoTagger.tag(String, Config, Float)}
      • + *
    + */ +public class InvalidPdfFileException extends IOException { + + private static final long serialVersionUID = 1L; + + public InvalidPdfFileException(String message) { + super(message); + } + + public InvalidPdfFileException(String message, Throwable cause) { + super(message, cause); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/html/HtmlGenerator.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/html/HtmlGenerator.java new file mode 100644 index 0000000..21e92f9 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/html/HtmlGenerator.java @@ -0,0 +1,550 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.html; + +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.entities.EnrichedImageChunk; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.markdown.MarkdownSyntax; +import org.opendataloader.pdf.utils.Base64ImageUtils; +import org.opendataloader.pdf.utils.GeneratorUtils; +import org.opendataloader.pdf.utils.ImagesUtils; +import org.opendataloader.pdf.utils.OutputType; +import org.verapdf.wcag.algorithms.entities.*; +import org.verapdf.wcag.algorithms.entities.content.*; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; + +import java.awt.Color; +import java.io.Closeable; +import java.io.File; +import java.io.FileWriter; +import java.io.IOException; +import java.nio.charset.StandardCharsets; +import java.nio.file.Path; +import java.util.HashSet; +import java.util.List; +import java.util.Set; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * Generates HTML output from PDF document content. + * Converts semantic elements like paragraphs, headings, tables, and images into HTML format. + */ +public class HtmlGenerator implements Closeable { + + /** Logger for this class. */ + protected static final Logger LOGGER = Logger.getLogger(HtmlGenerator.class.getCanonicalName()); + + /** Writer for the HTML output file. */ + protected final FileWriter htmlWriter; + /** Name of the input PDF file. */ + protected final String pdfFileName; + /** Absolute path to the input PDF file. */ + protected final Path pdfFilePath; + /** Name of the output HTML file. */ + protected final String htmlFileName; + /** Absolute path to the output HTML file. */ + protected final Path htmlFilePath; + /** Current table nesting level for tracking nested tables. */ + protected int tableNesting = 0; + /** String to insert between pages in HTML output. */ + protected String htmlPageSeparator = ""; + /** + * Page numbers (1-based) selected by --pages; an empty set means all pages. + * Sourced from the raw {@link Config#getPageNumbers()} list (not the + * validated set built by {@code DocumentProcessor.getValidPageNumbers}). + * Safe to compare against {@code pageNumber + 1} because the surrounding + * loop is bounded by the document's actual page count, so out-of-range + * values from the raw list are never tested for membership. + */ + protected final Set selectedPageNumbers; + /** Whether to embed images as Base64 data URIs. */ + protected boolean embedImages = false; + /** Format for extracted images (png or jpeg). */ + protected String imageFormat = Config.IMAGE_FORMAT_PNG; + /** Whether to include page headers and footers in output. */ + protected boolean includeHeaderFooter = false; + /** Opening tag for strikethrough text*/ + protected static final String strikethroughTextHtmlOpeningTag = ""; + /** Closing tag for strikethrough text*/ + protected static final String strikethroughTextHtmlClosingTag = "";; + + /** + * Creates a new HtmlGenerator for the specified PDF file. + * + * @param inputPdf the input PDF file + * @param config the configuration settings + * @throws IOException if unable to create the output file + */ + public HtmlGenerator(File inputPdf, Config config) throws IOException { + this.pdfFileName = inputPdf.getName(); + this.pdfFilePath = inputPdf.toPath().toAbsolutePath(); + this.htmlFileName = pdfFileName.substring(0, pdfFileName.length() - 3) + "html"; + this.htmlFilePath = Path.of(config.getOutputFolder(), htmlFileName); + this.htmlWriter = new FileWriter(htmlFilePath.toFile(), StandardCharsets.UTF_8); + this.htmlPageSeparator = escapeHtmlAttribute(config.getHtmlPageSeparator()); + this.selectedPageNumbers = new HashSet<>(config.getPageNumbers()); + this.embedImages = config.isEmbedImages(); + this.imageFormat = config.getImageFormat(); + this.includeHeaderFooter = config.isIncludeHeaderFooter(); + } + + /** + * Writes the document contents to HTML format. + * + * @param contents the document contents organized by page + */ + public void writeToHtml(List> contents) { + try { + htmlWriter.write("\n"); + htmlWriter.write("\n\n\n"); + htmlWriter.write("" + escapeHtmlText(pdfFileName) + "\n"); + htmlWriter.write("\n\n"); + + for (int pageNumber = 0; pageNumber < StaticContainers.getDocument().getNumberOfPages(); pageNumber++) { + if (selectedPageNumbers.isEmpty() || selectedPageNumbers.contains(pageNumber + 1)) { + writePageSeparator(pageNumber); + } + for (IObject content : contents.get(pageNumber)) { + this.write(content); + } + } + + htmlWriter.write("\n\n"); + LOGGER.log(Level.INFO, "Created {0}", htmlFilePath); + } catch (Exception e) { + LOGGER.log(Level.WARNING, "Unable to create html output: " + e.getMessage()); + } + } + + /** + * Writes a page separator to the HTML output if configured. + * + * @param pageNumber the current page number (0-indexed) + * @throws IOException if unable to write to the output + */ + protected void writePageSeparator(int pageNumber) throws IOException { + if (!htmlPageSeparator.isEmpty()) { + htmlWriter.write(htmlPageSeparator.contains(Config.PAGE_NUMBER_STRING) + ? htmlPageSeparator.replace(Config.PAGE_NUMBER_STRING, String.valueOf(pageNumber + 1)) + : htmlPageSeparator); + htmlWriter.write("\n"); + } + } + + /** + * Writes a single content object to the HTML output. + * + * @param object the content object to write + * @throws IOException if unable to write to the output + */ + protected void write(IObject object) throws IOException { + if (object instanceof SemanticHeaderOrFooter) { + if (includeHeaderFooter) { + writeHeaderOrFooter((SemanticHeaderOrFooter) object); + } + return; + } else if (object instanceof SemanticPicture) { + writePicture((SemanticPicture) object); + } else if (object instanceof ImageChunk) { + writeImage((ImageChunk) object); + } else if (object instanceof SemanticFormula) { + writeFormula((SemanticFormula) object); + } else if (object instanceof SemanticHeading) { + writeHeading((SemanticHeading) object); + } else if (object instanceof SemanticParagraph) { + writeParagraph((SemanticParagraph) object); + } else if (object instanceof SemanticTextNode) { + writeSemanticTextNode((SemanticTextNode) object); + } else if (object instanceof TableBorder) { + writeTable((TableBorder) object); + } else if (object instanceof PDFList) { + writeList((PDFList) object); + } else if (object instanceof SemanticTOC) { + writeTOC((SemanticTOC) object); + } else { + return; + } + + if (!isInsideTable()) { + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + } + + /** + * Writes a header or footer element to the HTML output. + * + * @param headerOrFooter the header or footer to write + * @throws IOException if unable to write to the output + */ + protected void writeHeaderOrFooter(SemanticHeaderOrFooter headerOrFooter) throws IOException { + for (IObject content : headerOrFooter.getContents()) { + write(content); + } + } + + /** + * Writes a formula element to the HTML output using MathJax-compatible markup. + * + * @param formula the formula to write + * @throws IOException if unable to write to the output + */ + protected void writeFormula(SemanticFormula formula) throws IOException { + htmlWriter.write(HtmlSyntax.HTML_MATH_DISPLAY_TAG); + htmlWriter.write("\\["); + htmlWriter.write(escapeHtmlText(formula.getLatex())); + htmlWriter.write("\\]"); + htmlWriter.write(HtmlSyntax.HTML_MATH_DISPLAY_CLOSE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + + /** + * Writes an image element to the HTML output. + * + * @param image the image chunk to write + */ + protected void writeImage(ImageChunk image) { + try { + String absolutePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectory(), File.separator, image.getIndex(), imageFormat); + String relativePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectoryName(), "/", image.getIndex(), imageFormat); + + if (ImagesUtils.isImageFileExists(absolutePath)) { + String imageSource; + if (embedImages) { + File imageFile = new File(absolutePath); + imageSource = Base64ImageUtils.toDataUri(imageFile, imageFormat); + if (imageSource == null) { + LOGGER.log(Level.WARNING, "Failed to convert image to Base64: {0}", absolutePath); + } + } else { + imageSource = relativePath; + } + if (imageSource != null) { + String escapedSource = escapeHtmlAttribute(imageSource); + // Empty alt is correct HTML for "missing description": screen + // readers skip it, and our evidence-report flags it as + // alt_source="missing". Never synthesize "figureN". + String altText = (image instanceof EnrichedImageChunk && ((EnrichedImageChunk) image).hasDescription()) + ? ((EnrichedImageChunk) image).sanitizeDescription() + : ""; + String imageString = String.format("\"%s\"", escapedSource, escapeHtmlAttribute(altText)); + htmlWriter.write(imageString); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + } + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Unable to write image for html output: " + e.getMessage()); + } + } + + /** + * Writes a SemanticPicture element with figure/figcaption for description. + * + * @param picture the picture to write + */ + protected void writePicture(SemanticPicture picture) { + try { + String absolutePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectory(), File.separator, picture.getPictureIndex(), imageFormat); + String relativePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectoryName(), "/", picture.getPictureIndex(), imageFormat); + + if (ImagesUtils.isImageFileExists(absolutePath)) { + String imageSource; + if (embedImages) { + File imageFile = new File(absolutePath); + imageSource = Base64ImageUtils.toDataUri(imageFile, imageFormat); + if (imageSource == null) { + LOGGER.log(Level.WARNING, "Failed to convert image to Base64: {0}", absolutePath); + } + } else { + imageSource = relativePath; + } + if (imageSource != null) { + String altText = picture.hasDescription() + ? picture.sanitizeDescription() + : ""; + String escapedSource = escapeHtmlAttribute(imageSource); + + htmlWriter.write(HtmlSyntax.HTML_FIGURE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + String imageString = String.format("\"%s\"", escapedSource, escapeHtmlAttribute(altText)); + htmlWriter.write(imageString); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + htmlWriter.write(HtmlSyntax.HTML_FIGURE_CLOSE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + } + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Unable to write picture for html output: " + e.getMessage()); + } + } + + /** + * Writes a list element to the HTML output. + * + * @param list the PDF list to write + * @throws IOException if unable to write to the output + */ + protected void writeList(PDFList list) throws IOException { + htmlWriter.write(HtmlSyntax.HTML_UNORDERED_LIST_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + for (ListItem item : list.getListItems()) { + htmlWriter.write(HtmlSyntax.HTML_LIST_ITEM_TAG); + + htmlWriter.write(HtmlSyntax.HTML_PARAGRAPH_TAG); + String value = GeneratorUtils.getTextFromLines(item.getLines(), OutputType.HTML); + htmlWriter.write(value); + htmlWriter.write(HtmlSyntax.HTML_PARAGRAPH_CLOSE_TAG); + + for (IObject object : item.getContents()) { + write(object); + } + htmlWriter.write(HtmlSyntax.HTML_LIST_ITEM_CLOSE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + htmlWriter.write(HtmlSyntax.HTML_UNORDERED_LIST_CLOSE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + + protected void writeTOC(SemanticTOC toc) throws IOException { + htmlWriter.write(HtmlSyntax.HTML_UNORDERED_LIST_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + for (IObject item : toc.getTOCItems()) { + if (item instanceof SemanticTOC) { + htmlWriter.write(HtmlSyntax.HTML_LIST_ITEM_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + writeTOC((SemanticTOC) item); + htmlWriter.write(HtmlSyntax.HTML_LIST_ITEM_CLOSE_TAG); + } else if (item instanceof SemanticTOCI) { + SemanticTOCI tocItem = (SemanticTOCI) item; + htmlWriter.write(HtmlSyntax.HTML_LIST_ITEM_TAG); + htmlWriter.write(HtmlSyntax.HTML_PARAGRAPH_TAG); + String value = GeneratorUtils.getTextFromLines(tocItem.getLines(), OutputType.HTML); + htmlWriter.write(value); + htmlWriter.write(HtmlSyntax.HTML_PARAGRAPH_CLOSE_TAG); + for (IObject object : tocItem.getContents()) { + write(object); + } + htmlWriter.write(HtmlSyntax.HTML_LIST_ITEM_CLOSE_TAG); + } + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + htmlWriter.write(HtmlSyntax.HTML_UNORDERED_LIST_CLOSE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + + /** + * Writes a semantic text node as a figure caption to the HTML output. + * + * @param textNode the text node to write + * @throws IOException if unable to write to the output + */ + protected void writeSemanticTextNode(SemanticTextNode textNode) throws IOException { + htmlWriter.write(HtmlSyntax.HTML_FIGURE_CAPTION_TAG); + htmlWriter.write(GeneratorUtils.getTextFromTextNode(textNode, OutputType.HTML)); + htmlWriter.write(HtmlSyntax.HTML_FIGURE_CAPTION_CLOSE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + + /** + * Writes a table element to the HTML output. + * + * @param table the table border to write + * @throws IOException if unable to write to the output + */ + protected void writeTable(TableBorder table) throws IOException { + enterTable(); + htmlWriter.write(HtmlSyntax.HTML_TABLE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + for (int rowNumber = 0; rowNumber < table.getNumberOfRows(); rowNumber++) { + TableBorderRow row = table.getRow(rowNumber); + htmlWriter.write(HtmlSyntax.HTML_TABLE_ROW_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + for (int colNumber = 0; colNumber < table.getNumberOfColumns(); colNumber++) { + TableBorderCell cell = row.getCell(colNumber); + if (cell.getRowNumber() == rowNumber && cell.getColNumber() == colNumber) { + writeCellTag(cell); + List contents = cell.getContents(); + if (!contents.isEmpty()) { + for (IObject contentItem : contents) { + this.write(contentItem); + } + } + if (cell.isHeaderCell()) { + htmlWriter.write(HtmlSyntax.HTML_TABLE_HEADER_CLOSE_TAG); + } else { + htmlWriter.write(HtmlSyntax.HTML_TABLE_CELL_CLOSE_TAG); + } + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + } + + htmlWriter.write(HtmlSyntax.HTML_TABLE_ROW_CLOSE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + + htmlWriter.write(HtmlSyntax.HTML_TABLE_CLOSE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + leaveTable(); + } + + /** + * Writes a paragraph element to the HTML output. + * + * @param paragraph the semantic paragraph to write + * @throws IOException if unable to write to the output + */ + protected void writeParagraph(SemanticParagraph paragraph) throws IOException { + double paragraphIndent = paragraph.getColumns().get(0).getBlocks().get(0).getFirstLineIndent(); + + htmlWriter.write(HtmlSyntax.HTML_PARAGRAPH_TAG); + if (paragraphIndent > 0) { + htmlWriter.write(HtmlSyntax.HTML_INDENT); + } + String paragraphValue = GeneratorUtils.getTextFromTextNode(paragraph, OutputType.HTML); + + if (isInsideTable() && StaticContainers.isKeepLineBreaks()) { + paragraphValue = paragraphValue.replace(HtmlSyntax.HTML_LINE_BREAK, HtmlSyntax.HTML_LINE_BREAK_TAG); + } + + htmlWriter.write(paragraphValue); + htmlWriter.write(HtmlSyntax.HTML_PARAGRAPH_CLOSE_TAG); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + + /** + * Writes a heading element to the HTML output. + * + * @param heading the semantic heading to write + * @throws IOException if unable to write to the output + */ + protected void writeHeading(SemanticHeading heading) throws IOException { + int headingLevel = Math.min(6, Math.max(1, heading.getHeadingLevel())); + htmlWriter.write(""); + htmlWriter.write(GeneratorUtils.getTextFromTextNode(heading, OutputType.HTML)); + htmlWriter.write(""); + htmlWriter.write(HtmlSyntax.HTML_LINE_BREAK); + } + + private void writeCellTag(TableBorderCell cell) throws IOException { + String tag = cell.isHeaderCell() ? ""); + htmlWriter.write(cellTag.toString()); + } + + /** + * Increments the table nesting level when entering a table. + */ + protected void enterTable() { + tableNesting++; + } + + /** + * Decrements the table nesting level when leaving a table. + */ + protected void leaveTable() { + if (tableNesting > 0) { + tableNesting--; + } + } + + /** + * Checks whether currently writing inside a table. + * + * @return true if inside a table, false otherwise + */ + protected boolean isInsideTable() { + return tableNesting > 0; + } + + /** + * Escapes special characters for use in HTML attributes. + * Handles quotes, ampersands, less-than, greater-than, and newlines. + * + * @param value the string to escape + * @return the escaped string safe for HTML attribute values + */ + protected static String escapeHtmlAttribute(String value) { + if (value == null) { + return ""; + } + value = escapeHtmlText(value); + return value + .replace("\"", """) + .replace("\n", " ") + .replace("\r", ""); + } + + protected static String escapeHtmlText(String value) { + if (value == null) { + return ""; + } + return value + .replace("\u0000", "") + .replace("&", "&") + .replace("<", "<") + .replace(">", ">"); + } + + public static void getTextFromLineForHTML(TextLine line, StringBuilder stringBuilder) { + for (TextChunk chunk : line.getTextChunks()) { + String style = getTextStyle(chunk); + if (!style.isEmpty()) { + String styleAttribute = String.format(HtmlSyntax.HTML_STYLE_ATTRIBUTE, style.trim()); + stringBuilder.append(String.format(HtmlSyntax.HTML_SPAN_START_TAG, styleAttribute)); + stringBuilder.append(escapeHtmlText(chunk.getValue())); + stringBuilder.append(HtmlSyntax.HTML_SPAN_CLOSE_TAG); + } else { + stringBuilder.append(escapeHtmlText(chunk.getValue())); + } + } + } + + private static String getTextStyle(TextChunk chunk) { + StringBuilder style = new StringBuilder(); + if (chunk.getIsStrikethroughText() || chunk.getIsUnderlinedText()) { + style.append(String.format(HtmlSyntax.HTML_TEXT_DECORATION_STYLE_PROPERTY, + (chunk.getIsStrikethroughText() ? HtmlSyntax.HTML_STRIKETHROUGH_VALUE : "") + + (chunk.getIsUnderlinedText() ? HtmlSyntax.HTML_UNDERLINE_VALUE : ""))); + } + return style.toString(); + } + + @Override + public void close() throws IOException { + if (htmlWriter != null) { + htmlWriter.close(); + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/html/HtmlGeneratorFactory.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/html/HtmlGeneratorFactory.java new file mode 100644 index 0000000..ffc9840 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/html/HtmlGeneratorFactory.java @@ -0,0 +1,39 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.html; + +import org.opendataloader.pdf.api.Config; + +import java.io.File; +import java.io.IOException; + +/** + * Factory class for creating HtmlGenerator instances. + */ +public class HtmlGeneratorFactory { + + /** + * Creates a new HtmlGenerator for the specified PDF file. + * + * @param inputPdf the input PDF file + * @param config the configuration settings + * @return a new HtmlGenerator instance + * @throws IOException if unable to create the generator + */ + public static HtmlGenerator getHtmlGenerator(File inputPdf, Config config) throws IOException { + return new HtmlGenerator(inputPdf, config); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/html/HtmlSyntax.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/html/HtmlSyntax.java new file mode 100644 index 0000000..3059809 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/html/HtmlSyntax.java @@ -0,0 +1,86 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.html; + +/** + * Constants for HTML syntax elements used in HTML output generation. + */ +public class HtmlSyntax { + /** Format string for image file names. */ + public static final String IMAGE_FILE_NAME_FORMAT = "figure%d.png"; + /** Line break character for HTML output. */ + public static final String HTML_LINE_BREAK = "\n"; + /** Opening table tag with border. */ + public static final String HTML_TABLE_TAG = ""; + /** Closing table tag. */ + public static final String HTML_TABLE_CLOSE_TAG = "
    "; + /** Opening table row tag. */ + public static final String HTML_TABLE_ROW_TAG = ""; + /** Closing table row tag. */ + public static final String HTML_TABLE_ROW_CLOSE_TAG = ""; + /** Opening table cell tag. */ + public static final String HTML_TABLE_CELL_TAG = ""; + /** Closing table cell tag. */ + public static final String HTML_TABLE_CELL_CLOSE_TAG = ""; + /** Opening table header cell tag. */ + public static final String HTML_TABLE_HEADER_TAG = ""; + /** Closing table header cell tag. */ + public static final String HTML_TABLE_HEADER_CLOSE_TAG = ""; + /** Opening ordered list tag. */ + public static final String HTML_ORDERED_LIST_TAG = "
      "; + /** Closing ordered list tag. */ + public static final String HTML_ORDERED_LIST_CLOSE_TAG = "
    "; + /** Opening unordered list tag. */ + public static final String HTML_UNORDERED_LIST_TAG = "
      "; + /** Closing unordered list tag. */ + public static final String HTML_UNORDERED_LIST_CLOSE_TAG = "
    "; + /** Opening list item tag. */ + public static final String HTML_LIST_ITEM_TAG = "
  3. "; + /** Closing list item tag. */ + public static final String HTML_LIST_ITEM_CLOSE_TAG = "
    4. "; + /** HTML line break tag. */ + public static final String HTML_LINE_BREAK_TAG = "
    "; + /** Indentation string for paragraphs. */ + public static final String HTML_INDENT = ""; + /** Opening paragraph tag. */ + public static final String HTML_PARAGRAPH_TAG = "

    "; + /** Closing paragraph tag. */ + public static final String HTML_PARAGRAPH_CLOSE_TAG = "

    "; + /** Opening figure tag. */ + public static final String HTML_FIGURE_TAG = "
    "; + /** Closing figure tag. */ + public static final String HTML_FIGURE_CLOSE_TAG = "
    "; + /** Opening figure caption tag. */ + public static final String HTML_FIGURE_CAPTION_TAG = "
    "; + /** Closing figure caption tag. */ + public static final String HTML_FIGURE_CAPTION_CLOSE_TAG = "
    "; + /** Opening math display block tag for MathJax/KaTeX rendering. */ + public static final String HTML_MATH_DISPLAY_TAG = "
    "; + /** Closing math display block tag. */ + public static final String HTML_MATH_DISPLAY_CLOSE_TAG = "
    "; + /** Span opening tag. */ + public static final String HTML_SPAN_START_TAG = ""; + /** Style attribute */ + public static final String HTML_STYLE_ATTRIBUTE = " style=\"%s\""; + /** Span closing tag. */ + public static final String HTML_SPAN_CLOSE_TAG = ""; + /** Text decoration property. */ + public static final String HTML_TEXT_DECORATION_STYLE_PROPERTY = "text-decoration:%s; "; + /** Strikethrough text property. */ + public static final String HTML_STRIKETHROUGH_VALUE = " line-through"; + /** Underline text property. */ + public static final String HTML_UNDERLINE_VALUE = " underline"; +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DiskPageImageCache.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DiskPageImageCache.java new file mode 100644 index 0000000..5b75b56 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DiskPageImageCache.java @@ -0,0 +1,97 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import javax.imageio.ImageIO; +import java.awt.image.BufferedImage; +import java.io.IOException; +import java.nio.file.DirectoryStream; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * Disk-backed page image cache. Stores page images as PNG files in a + * temporary directory. evict() is a no-op (keeps files for potential re-read). + * close() deletes the temp directory and all files. + */ +public class DiskPageImageCache implements PageImageCache { + + private static final Logger LOGGER = Logger.getLogger(DiskPageImageCache.class.getCanonicalName()); + + private final Path tempDir; + + public DiskPageImageCache() throws IOException { + this.tempDir = Files.createTempDirectory("odl-pages-"); + } + + // Visible for testing + DiskPageImageCache(Path tempDir) { + this.tempDir = tempDir; + } + + @Override + public BufferedImage getOrFetch(int pageIndex, PageImageFetcher fetcher) throws IOException { + Path file = tempDir.resolve("page-" + pageIndex + ".png"); + if (Files.exists(file)) { + BufferedImage cached = ImageIO.read(file.toFile()); + if (cached != null) { + return cached; + } + // Cached file is unreadable (corrupt or no ImageReader) — re-fetch. + LOGGER.log(Level.WARNING, "Cached page image is unreadable, re-fetching: {0}", file); + Files.deleteIfExists(file); + } + BufferedImage image = fetcher.fetch(pageIndex); + if (image == null) { + throw new IOException("Page image fetcher returned null for page " + pageIndex); + } + if (!ImageIO.write(image, "png", file.toFile())) { + throw new IOException("No ImageIO writer accepted PNG output for page " + pageIndex); + } + return image; + } + + @Override + public void evict(int pageIndex) { + // no-op: keep on disk for potential re-read + } + + @Override + public void close() throws IOException { + if (!Files.exists(tempDir)) { + return; + } + try (DirectoryStream stream = Files.newDirectoryStream(tempDir)) { + for (Path entry : stream) { + try { + Files.deleteIfExists(entry); + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Failed to delete temp file: {0}", entry); + } + } + } + Files.deleteIfExists(tempDir); + } + + /** + * Returns the temp directory path (for testing). + */ + Path getTempDir() { + return tempDir; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DoclingFastServerClient.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DoclingFastServerClient.java new file mode 100644 index 0000000..d5afd29 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DoclingFastServerClient.java @@ -0,0 +1,315 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import okhttp3.MediaType; +import okhttp3.MultipartBody; +import okhttp3.OkHttpClient; +import okhttp3.Request; +import okhttp3.RequestBody; +import okhttp3.Response; +import okhttp3.ResponseBody; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.Collections; +import java.util.HashMap; +import java.util.Iterator; +import java.util.List; +import java.util.Map; +import java.util.concurrent.CompletableFuture; +import java.util.concurrent.TimeUnit; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * HTTP client for docling-fast-server API. + * + *

    This client communicates with the optimized FastAPI server (opendataloader-pdf-hybrid) + * which provides 3.3x faster performance than docling-serve by using a DocumentConverter + * singleton pattern. + * + *

    The API is compatible with docling-serve, using the same /v1/convert/file endpoint + * and response format. + * + * @see HybridClient + * @see HybridConfig + */ +public class DoclingFastServerClient implements HybridClient { + + private static final Logger LOGGER = Logger.getLogger(DoclingFastServerClient.class.getCanonicalName()); + + /** Default URL for docling-fast-server. */ + public static final String DEFAULT_URL = "http://localhost:5002"; + + private static final String CONVERT_ENDPOINT = "/v1/convert/file"; + private static final String HEALTH_ENDPOINT = "/health"; + private static final int HEALTH_CHECK_TIMEOUT_MS = 3000; + private static final String DEFAULT_FILENAME = "document.pdf"; + private static final MediaType MEDIA_TYPE_PDF = MediaType.parse("application/pdf"); + + private final String baseUrl; + private final OkHttpClient httpClient; + private final ObjectMapper objectMapper; + + /** + * Creates a new DoclingFastServerClient with the specified configuration. + * + * @param config The hybrid configuration containing URL and timeout settings. + */ + public DoclingFastServerClient(HybridConfig config) { + this.baseUrl = config.getEffectiveUrl("docling-fast"); + this.objectMapper = new ObjectMapper(); + this.httpClient = new OkHttpClient.Builder() + .connectTimeout(config.getTimeoutMs(), TimeUnit.MILLISECONDS) + .readTimeout(config.getTimeoutMs(), TimeUnit.MILLISECONDS) + .writeTimeout(config.getTimeoutMs(), TimeUnit.MILLISECONDS) + .build(); + } + + /** + * Creates a new DoclingFastServerClient with a custom OkHttpClient (for testing). + * + * @param baseUrl The base URL of the docling-fast-server instance. + * @param httpClient The OkHttp client to use for requests. + * @param objectMapper The Jackson ObjectMapper for JSON parsing. + */ + DoclingFastServerClient(String baseUrl, OkHttpClient httpClient, ObjectMapper objectMapper) { + this.baseUrl = baseUrl; + this.httpClient = httpClient; + this.objectMapper = objectMapper; + } + + @Override + public void checkAvailability() throws IOException { + OkHttpClient healthClient = httpClient.newBuilder() + .connectTimeout(HEALTH_CHECK_TIMEOUT_MS, TimeUnit.MILLISECONDS) + .readTimeout(HEALTH_CHECK_TIMEOUT_MS, TimeUnit.MILLISECONDS) + .build(); + + Request healthRequest = new Request.Builder() + .url(baseUrl + HEALTH_ENDPOINT) + .get() + .build(); + + Response response; + try { + response = healthClient.newCall(healthRequest).execute(); + } catch (IOException e) { + throw new IOException( + "Hybrid server is not available at " + baseUrl + "\n" + + "To start the local hybrid server:\n" + + " 1. Install: pip install \"opendataloader-pdf[hybrid]\"\n" + + " 2. Start: opendataloader-pdf-hybrid --port 5002\n" + + "To use a remote server or custom port: --hybrid-url http://host:port\n" + + "Or pass --hybrid-fallback to fall back to Java-only output for this run.\n" + + "Or run without --hybrid flag for Java-only processing.", e); + } + try (response) { + if (!response.isSuccessful()) { + throw new IOException( + "Hybrid server at " + baseUrl + " returned HTTP " + response.code() + + " during health check.\n" + + "The server is reachable but may be starting up or unhealthy."); + } + } + } + + @Override + public HybridResponse convert(HybridRequest request) throws IOException { + Request httpRequest = buildConvertRequest(request); + LOGGER.log(Level.FINE, "Sending request to {0}", baseUrl + CONVERT_ENDPOINT); + + try (Response response = httpClient.newCall(httpRequest).execute()) { + return parseResponse(response); + } + } + + @Override + public CompletableFuture convertAsync(HybridRequest request) { + return CompletableFuture.supplyAsync(() -> { + try { + return convert(request); + } catch (IOException e) { + throw new IllegalStateException("Failed to convert", e); + } + }); + } + + /** + * Gets the base URL of this client. + * + * @return The base URL. + */ + public String getBaseUrl() { + return baseUrl; + } + + /** + * Builds a multipart/form-data HTTP request for the convert endpoint. + */ + private Request buildConvertRequest(HybridRequest request) { + MultipartBody.Builder bodyBuilder = new MultipartBody.Builder() + .setType(MultipartBody.FORM) + .addFormDataPart("files", DEFAULT_FILENAME, + RequestBody.create(request.getPdfBytes(), MEDIA_TYPE_PDF)); + + // Add page range if specified + if (request.getPageNumbers() != null && !request.getPageNumbers().isEmpty()) { + int minPage = request.getPageNumbers().stream().min(Integer::compareTo).orElse(1); + int maxPage = request.getPageNumbers().stream().max(Integer::compareTo).orElse(Integer.MAX_VALUE); + bodyBuilder.addFormDataPart("page_ranges", minPage + "-" + maxPage); + } + + return new Request.Builder() + .url(baseUrl + CONVERT_ENDPOINT) + .post(bodyBuilder.build()) + .build(); + } + + /** + * Parses the HTTP response into a HybridResponse. + */ + private HybridResponse parseResponse(Response response) throws IOException { + if (!response.isSuccessful()) { + ResponseBody body = response.body(); + String bodyStr = body != null ? body.string() : ""; + throw new IOException("Docling Fast Server request failed with status " + response.code() + + ": " + bodyStr); + } + + ResponseBody body = response.body(); + if (body == null) { + throw new IOException("Empty response body"); + } + + String responseStr = body.string(); + JsonNode root = objectMapper.readTree(responseStr); + + // Check for API error status + JsonNode statusNode = root.get("status"); + String status = statusNode != null ? statusNode.asText() : ""; + if ("failure".equals(status)) { + JsonNode errorsNode = root.get("errors"); + String errorMessage = errorsNode != null ? errorsNode.toString() : "Unknown error"; + throw new IOException("Docling Fast Server processing failed: " + errorMessage); + } + + // Log partial_success status + if ("partial_success".equals(status)) { + JsonNode errorsNode = root.get("errors"); + LOGGER.log(Level.WARNING, "Backend returned partial_success: {0}", + errorsNode != null ? errorsNode.toString() : "no error details"); + } + + // Extract document content + JsonNode documentNode = root.get("document"); + if (documentNode == null) { + throw new IOException("Invalid response: missing 'document' field"); + } + + JsonNode jsonContent = documentNode.get("json_content"); + + // Extract per-page content from json_content if available + Map pageContents = extractPageContents(jsonContent); + + // Extract failed pages (1-indexed) from partial_success responses + List failedPages = extractFailedPages(root); + + // Extract per-step pipeline timings (layout, ocr, table_structure, etc.) + JsonNode timingsNode = root.get("timings"); + + return new HybridResponse(null, null, jsonContent, pageContents, failedPages, timingsNode); + } + + /** + * Extracts per-page content from the DoclingDocument JSON structure. + * + *

    The DoclingDocument stores page information in the "pages" object, + * keyed by page number (as string). This method extracts the content + * elements for each page based on the "prov" (provenance) information. + */ + private Map extractPageContents(JsonNode jsonContent) { + Map pageContents = new HashMap<>(); + + if (jsonContent == null) { + return pageContents; + } + + // The pages node contains page metadata keyed by page number + JsonNode pagesNode = jsonContent.get("pages"); + if (pagesNode != null && pagesNode.isObject()) { + Iterator fieldNames = pagesNode.fieldNames(); + while (fieldNames.hasNext()) { + String pageNumStr = fieldNames.next(); + try { + int pageNum = Integer.parseInt(pageNumStr); + pageContents.put(pageNum, pagesNode.get(pageNumStr)); + } catch (NumberFormatException ignored) { + // Skip non-numeric page keys + } + } + } + + return pageContents; + } + + /** + * Extracts the list of failed page numbers from the response. + * + *

    When the backend returns partial_success, the failed_pages array contains + * 1-indexed page numbers that failed during processing (e.g., due to Invalid code point + * errors in PDF font encoding). + */ + private List extractFailedPages(JsonNode root) { + JsonNode failedPagesNode = root.get("failed_pages"); + if (failedPagesNode == null || !failedPagesNode.isArray() || failedPagesNode.isEmpty()) { + return Collections.emptyList(); + } + + List failedPages = new ArrayList<>(); + for (JsonNode pageNode : failedPagesNode) { + if (pageNode.isNumber() && pageNode.canConvertToInt()) { + failedPages.add(pageNode.asInt()); + } + } + return failedPages; + } + + /** + * Shuts down the HTTP client and releases all resources. + * + *

    This gracefully shuts down the dispatcher's executor service, + * allowing the JVM to exit cleanly. Idle connections are evicted + * from the connection pool. + */ + public void shutdown() { + // Gracefully shutdown the dispatcher - allows pending requests to complete + httpClient.dispatcher().executorService().shutdown(); + // Evict idle connections from pool (does not affect the server) + httpClient.connectionPool().evictAll(); + // Close the cache if present + if (httpClient.cache() != null) { + try { + httpClient.cache().close(); + } catch (Exception ignored) { + // Ignore cache close errors + } + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DoclingSchemaTransformer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DoclingSchemaTransformer.java new file mode 100644 index 0000000..0649b3b --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DoclingSchemaTransformer.java @@ -0,0 +1,621 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.util.ArrayList; +import java.util.Collections; +import java.util.Comparator; +import java.util.HashMap; +import java.util.Iterator; +import java.util.List; +import java.util.Map; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * Transforms Docling JSON output to OpenDataLoader IObject hierarchy. + * + *

    This transformer handles the DoclingDocument JSON format and converts + * its elements (texts, tables, pictures) to the equivalent IObject types + * used by OpenDataLoader's downstream processors and generators. + * + *

    Schema Mapping

    + *
      + *
    • texts (label: text) → SemanticParagraph
      • + *
    • texts (label: section_header) → SemanticHeading
      • + *
    • texts (label: caption, footnote) → SemanticParagraph
      • + *
    • texts (label: page_header, page_footer) → Filtered out (furniture)
      • + *
    • tables → TableBorder with rows and cells
      • + *
    • pictures → SemanticPicture (with optional description)
      • + *
    + * + *

    Coordinate System

    + *

    Both Docling and OpenDataLoader use BOTTOMLEFT origin. Docling provides + * bbox as {l, t, r, b} while OpenDataLoader uses [left, bottom, right, top]. + * When Docling uses TOPLEFT origin, coordinates are converted appropriately. + * + *

    Thread Safety

    + *

    This class is NOT thread-safe. The {@code transform()} method updates + * internal state (pictureIndex) during each call. Concurrent calls + * to transform() on the same instance may produce incorrect results. + * Use separate instances for concurrent transformations. + */ +public class DoclingSchemaTransformer implements HybridSchemaTransformer { + + private static final Logger LOGGER = Logger.getLogger(DoclingSchemaTransformer.class.getCanonicalName()); + + private static final String BACKEND_TYPE = "docling"; + + // Picture index counter — accumulates across transform() calls on the same instance + // to ensure document-unique indices when processing chunked responses (#352). + private int pictureIndex; + + // Docling text labels + private static final String LABEL_TEXT = "text"; + private static final String LABEL_SECTION_HEADER = "section_header"; + private static final String LABEL_CAPTION = "caption"; + private static final String LABEL_FOOTNOTE = "footnote"; + private static final String LABEL_PAGE_HEADER = "page_header"; + private static final String LABEL_PAGE_FOOTER = "page_footer"; + private static final String LABEL_LIST_ITEM = "list_item"; + private static final String LABEL_FORMULA = "formula"; + + // Docling coordinate origins + private static final String COORD_ORIGIN_BOTTOMLEFT = "BOTTOMLEFT"; + private static final String COORD_ORIGIN_TOPLEFT = "TOPLEFT"; + + @Override + public String getBackendType() { + return BACKEND_TYPE; + } + + @Override + public List> transform(HybridResponse response, Map pageHeights) { + JsonNode json = response.getJson(); + if (json == null) { + LOGGER.log(Level.WARNING, "HybridResponse JSON is null, returning empty result"); + return Collections.emptyList(); + } + + // Note: pictureIndex is NOT reset here — it must accumulate across + // multiple transform() calls when processing chunked responses (#352). + // Each transformer instance starts with pictureIndex=0 (field default), + // so single-call usage is unaffected. + + // Determine number of pages from page info or content + int numPages = determinePageCount(json, pageHeights); + + // Initialize result list + List> result = new ArrayList<>(numPages); + for (int i = 0; i < numPages; i++) { + result.add(new ArrayList<>()); + } + + // Transform texts + JsonNode texts = json.get("texts"); + if (texts != null && texts.isArray()) { + for (JsonNode textNode : texts) { + transformText(textNode, result, pageHeights); + } + } + + // Transform tables + JsonNode tables = json.get("tables"); + if (tables != null && tables.isArray()) { + for (JsonNode tableNode : tables) { + transformTable(tableNode, result, pageHeights); + } + } + + // Transform pictures + JsonNode pictures = json.get("pictures"); + if (pictures != null && pictures.isArray()) { + for (JsonNode pictureNode : pictures) { + transformPicture(pictureNode, result, pageHeights); + } + } + + // Sort each page's contents by reading order (top to bottom, left to right) + for (List pageContents : result) { + sortByReadingOrder(pageContents); + } + + return result; + } + + @Override + public List transformPage(int pageNumber, JsonNode pageContent, double pageHeight) { + Map pageHeights = new HashMap<>(); + pageHeights.put(pageNumber, pageHeight); + + // Create a wrapper response with just this page's content + HybridResponse singlePageResponse = new HybridResponse("", pageContent, Collections.emptyMap()); + List> result = transform(singlePageResponse, pageHeights); + + if (result.isEmpty()) { + return Collections.emptyList(); + } + + // Find the page in the result + int pageIndex = pageNumber - 1; + if (pageIndex >= 0 && pageIndex < result.size()) { + return result.get(pageIndex); + } + + return Collections.emptyList(); + } + + /** + * Determines the number of pages from the JSON response. + */ + private int determinePageCount(JsonNode json, Map pageHeights) { + // First check pageHeights if provided + if (pageHeights != null && !pageHeights.isEmpty()) { + return pageHeights.keySet().stream().mapToInt(Integer::intValue).max().orElse(0); + } + + // Check pages array in JSON + JsonNode pages = json.get("pages"); + if (pages != null && pages.isArray()) { + return pages.size(); + } + + // Check page_dimensions or similar + JsonNode pageDimensions = json.get("page_dimensions"); + if (pageDimensions != null && pageDimensions.isObject()) { + int maxPage = 0; + Iterator fieldNames = pageDimensions.fieldNames(); + while (fieldNames.hasNext()) { + try { + int pageNum = Integer.parseInt(fieldNames.next()); + maxPage = Math.max(maxPage, pageNum); + } catch (NumberFormatException e) { + // ignore + } + } + return maxPage; + } + + // Default to scanning content + return scanContentForPageCount(json); + } + + /** + * Scans content elements to determine page count. + */ + private int scanContentForPageCount(JsonNode json) { + int maxPage = 0; + + JsonNode texts = json.get("texts"); + if (texts != null && texts.isArray()) { + for (JsonNode text : texts) { + maxPage = Math.max(maxPage, getPageNumberFromProv(text)); + } + } + + JsonNode tables = json.get("tables"); + if (tables != null && tables.isArray()) { + for (JsonNode table : tables) { + maxPage = Math.max(maxPage, getPageNumberFromProv(table)); + } + } + + return maxPage; + } + + /** + * Extracts page number from provenance info. + */ + private int getPageNumberFromProv(JsonNode node) { + JsonNode prov = node.get("prov"); + if (prov != null && prov.isArray() && prov.size() > 0) { + JsonNode firstProv = prov.get(0); + JsonNode pageNo = firstProv.get("page_no"); + if (pageNo != null && pageNo.isInt()) { + return pageNo.asInt(); + } + } + return 0; + } + + /** + * Transforms a Docling text element to an IObject. + */ + private void transformText(JsonNode textNode, List> result, Map pageHeights) { + String label = getTextValue(textNode, "label"); + + // Skip furniture elements (page headers/footers) + if (LABEL_PAGE_HEADER.equals(label) || LABEL_PAGE_FOOTER.equals(label)) { + return; + } + + // Get provenance for position info + JsonNode prov = textNode.get("prov"); + if (prov == null || !prov.isArray() || prov.size() == 0) { + LOGGER.log(Level.FINE, "Text element missing provenance, skipping"); + return; + } + + JsonNode firstProv = prov.get(0); + int pageNo = firstProv.has("page_no") ? firstProv.get("page_no").asInt() : 1; + int pageIndex = pageNo - 1; + + // Ensure result list is large enough + while (result.size() <= pageIndex) { + result.add(new ArrayList<>()); + } + + // Get bounding box + BoundingBox bbox = extractBoundingBox(firstProv.get("bbox"), pageIndex, pageHeights.get(pageNo)); + + // Get text content + String text = getTextValue(textNode, "text"); + if (text == null || text.isEmpty()) { + text = getTextValue(textNode, "orig"); + } + + // Create appropriate IObject based on label + IObject object; + if (LABEL_SECTION_HEADER.equals(label)) { + object = createHeading(text, bbox, textNode); + } else if (LABEL_FORMULA.equals(label)) { + object = createFormula(text, bbox); + } else { + object = createParagraph(text, bbox); + } + + if (object != null) { + result.get(pageIndex).add(object); + } + } + + /** + * Creates a SemanticHeading from Docling section_header. + */ + private SemanticHeading createHeading(String text, BoundingBox bbox, JsonNode textNode) { + int level = 1; // Default level + + // Try to extract level from node metadata + JsonNode meta = textNode.get("meta"); + if (meta != null && meta.has("level")) { + level = meta.get("level").asInt(1); + } + + // Create a text chunk and wrap in TextLine + TextChunk textChunk = new TextChunk(bbox, text, 12.0, 12.0); + textChunk.adjustSymbolEndsToBoundingBox(null); + TextLine textLine = new TextLine(textChunk); + + // Create heading using default constructor and add content + SemanticHeading heading = new SemanticHeading(); + heading.add(textLine); + heading.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + heading.setHeadingLevel(level); + + return heading; + } + + /** + * Creates a SemanticParagraph from Docling text element. + */ + private SemanticParagraph createParagraph(String text, BoundingBox bbox) { + // Create a text chunk and wrap in TextLine + TextChunk textChunk = new TextChunk(bbox, text, 12.0, 12.0); + textChunk.adjustSymbolEndsToBoundingBox(null); + TextLine textLine = new TextLine(textChunk); + + // Create paragraph using default constructor and add content + SemanticParagraph paragraph = new SemanticParagraph(); + paragraph.add(textLine); + paragraph.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + + return paragraph; + } + + /** + * Creates a SemanticFormula from Docling formula element. + * + * @param latex The LaTeX representation of the formula + * @param bbox The bounding box + * @return A SemanticFormula object + */ + private SemanticFormula createFormula(String latex, BoundingBox bbox) { + SemanticFormula formula = new SemanticFormula(bbox, latex); + formula.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + return formula; + } + + /** + * Transforms a Docling picture element to a SemanticPicture. + */ + private void transformPicture(JsonNode pictureNode, List> result, Map pageHeights) { + // Get provenance for position info + JsonNode prov = pictureNode.get("prov"); + if (prov == null || !prov.isArray() || prov.size() == 0) { + LOGGER.log(Level.FINE, "Picture element missing provenance, skipping"); + return; + } + + JsonNode firstProv = prov.get(0); + int pageNo = firstProv.has("page_no") ? firstProv.get("page_no").asInt() : 1; + int pageIndex = pageNo - 1; + + // Ensure result list is large enough + while (result.size() <= pageIndex) { + result.add(new ArrayList<>()); + } + + // Get bounding box + BoundingBox bbox = extractBoundingBox(firstProv.get("bbox"), pageIndex, pageHeights.get(pageNo)); + + // Extract description from annotations (if available) + String description = extractPictureDescription(pictureNode); + + // Create SemanticPicture with description + SemanticPicture picture = new SemanticPicture(bbox, ++pictureIndex, description); + picture.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + + result.get(pageIndex).add(picture); + } + + /** + * Extracts picture description from annotations array. + * + *

    Docling stores picture descriptions in the annotations array with kind="description". + * + * @param pictureNode The picture JSON node + * @return The description text, or null if not available + */ + private String extractPictureDescription(JsonNode pictureNode) { + JsonNode annotations = pictureNode.get("annotations"); + if (annotations != null && annotations.isArray()) { + for (JsonNode annotation : annotations) { + String kind = getTextValue(annotation, "kind"); + if ("description".equals(kind)) { + return getTextValue(annotation, "text"); + } + } + } + return null; + } + + /** + * Transforms a Docling table element to a TableBorder. + */ + private void transformTable(JsonNode tableNode, List> result, Map pageHeights) { + // Get provenance for position info + JsonNode prov = tableNode.get("prov"); + if (prov == null || !prov.isArray() || prov.size() == 0) { + LOGGER.log(Level.FINE, "Table element missing provenance, skipping"); + return; + } + + JsonNode firstProv = prov.get(0); + int pageNo = firstProv.has("page_no") ? firstProv.get("page_no").asInt() : 1; + int pageIndex = pageNo - 1; + + // Ensure result list is large enough + while (result.size() <= pageIndex) { + result.add(new ArrayList<>()); + } + + // Get table data + JsonNode data = tableNode.get("data"); + if (data == null) { + LOGGER.log(Level.FINE, "Table element missing data, skipping"); + return; + } + + // Get grid dimensions + JsonNode gridNode = data.get("grid"); + if (gridNode == null || !gridNode.isArray()) { + LOGGER.log(Level.FINE, "Table missing grid data, skipping"); + return; + } + + int numRows = gridNode.size(); + int numCols = 0; + if (numRows > 0 && gridNode.get(0).isArray()) { + numCols = gridNode.get(0).size(); + } + + if (numRows == 0 || numCols == 0) { + return; + } + + // Get table bounding box + BoundingBox tableBbox = extractBoundingBox(firstProv.get("bbox"), pageIndex, pageHeights.get(pageNo)); + + // Create TableBorder + TableBorder table = new TableBorder(numRows, numCols); + table.setBoundingBox(tableBbox); + table.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + + // Get table cells from data + JsonNode tableCells = data.get("table_cells"); + Map cellMap = new HashMap<>(); + if (tableCells != null && tableCells.isArray()) { + for (JsonNode cell : tableCells) { + int startRow = cell.has("start_row_offset_idx") ? cell.get("start_row_offset_idx").asInt() : 0; + int startCol = cell.has("start_col_offset_idx") ? cell.get("start_col_offset_idx").asInt() : 0; + String key = startRow + "," + startCol; + cellMap.put(key, cell); + } + } + + // Build table structure + double rowHeight = (tableBbox.getTopY() - tableBbox.getBottomY()) / numRows; + double colWidth = (tableBbox.getRightX() - tableBbox.getLeftX()) / numCols; + + for (int row = 0; row < numRows; row++) { + TableBorderRow borderRow = new TableBorderRow(row, numCols, 0L); + double rowTop = tableBbox.getTopY() - (row * rowHeight); + double rowBottom = rowTop - rowHeight; + borderRow.setBoundingBox(new BoundingBox(pageIndex, tableBbox.getLeftX(), rowBottom, tableBbox.getRightX(), rowTop)); + table.getRows()[row] = borderRow; + } + + for (int row = 0; row < numRows; row++) { + for (int col = 0; col < numCols; col++) { + // Slot already covered by a spanning cell from an earlier + // iteration — do not overwrite with a fresh placeholder. + if (table.getRows()[row].getCells()[col] != null) continue; + + String key = row + "," + col; + JsonNode cellNode = cellMap.get(key); + + int rowSpan = 1; + int colSpan = 1; + String cellText = ""; + + if (cellNode != null) { + rowSpan = cellNode.has("row_span") ? cellNode.get("row_span").asInt(1) : 1; + colSpan = cellNode.has("col_span") ? cellNode.get("col_span").asInt(1) : 1; + cellText = getTextValue(cellNode, "text"); + if (cellText == null) { + cellText = ""; + } + } + + // Clamp spans to the declared table bounds. Docling occasionally + // emits col_span/row_span values that, combined with the start + // index, run past the table; let the spanning area be exactly + // what stays inside the grid. Math.max(1, ...) defends against + // malformed zero or negative span values that would otherwise + // leave the slot unfilled. + int effectiveColSpan = Math.max(1, Math.min(colSpan, numCols - col)); + int effectiveRowSpan = Math.max(1, Math.min(rowSpan, numRows - row)); + + TableBorderCell cell = new TableBorderCell(row, col, effectiveRowSpan, effectiveColSpan, 0L); + cell.setSemanticType(row == 0 ? SemanticType.TABLE_HEADER : SemanticType.TABLE_CELL); + double cellLeft = tableBbox.getLeftX() + (col * colWidth); + double cellRight = cellLeft + (effectiveColSpan * colWidth); + double cellTop = tableBbox.getTopY() - (row * rowHeight); + double cellBottom = cellTop - (effectiveRowSpan * rowHeight); + cell.setBoundingBox(new BoundingBox(pageIndex, cellLeft, cellBottom, cellRight, cellTop)); + + if (!cellText.isEmpty()) { + SemanticParagraph content = createParagraph(cellText, cell.getBoundingBox()); + cell.addContentObject(content); + } + + // Mark every slot covered by this cell's span with the same + // instance so AutoTaggingProcessor.addTableRow skips the + // duplicates. Without this Docling produces redundant + // 1x1 placeholders next to spanning cells, breaking + // PDF/UA-1 §7.2 (test 43) / PDF/UA-2 §8.2.5.26 "Table rows + // shall have the same number of columns (taking into account + // column spans)". + for (int r = row; r < row + effectiveRowSpan; r++) { + for (int c = col; c < col + effectiveColSpan; c++) { + table.getRows()[r].getCells()[c] = cell; + } + } + } + } + + result.get(pageIndex).add(table); + } + + /** + * Extracts a BoundingBox from Docling bbox JSON. + * + * @param bboxNode The bbox JSON node with l, t, r, b, coord_origin fields + * @param pageIndex The 0-indexed page number + * @param pageHeight The page height for coordinate transformation + * @return A BoundingBox in OpenDataLoader format + */ + private BoundingBox extractBoundingBox(JsonNode bboxNode, int pageIndex, Double pageHeight) { + if (bboxNode == null) { + return new BoundingBox(pageIndex, 0, 0, 0, 0); + } + + double l = bboxNode.has("l") ? bboxNode.get("l").asDouble() : 0; + double t = bboxNode.has("t") ? bboxNode.get("t").asDouble() : 0; + double r = bboxNode.has("r") ? bboxNode.get("r").asDouble() : 0; + double b = bboxNode.has("b") ? bboxNode.get("b").asDouble() : 0; + + String coordOrigin = bboxNode.has("coord_origin") ? + bboxNode.get("coord_origin").asText() : COORD_ORIGIN_BOTTOMLEFT; + + double left, bottom, right, top; + + if (COORD_ORIGIN_TOPLEFT.equals(coordOrigin) && pageHeight != null) { + // Convert from TOPLEFT to BOTTOMLEFT + // In TOPLEFT: t is distance from top, b is distance from top (t < b since t is higher) + // In BOTTOMLEFT: bottom is distance from bottom, top is distance from bottom + left = l; + right = r; + top = pageHeight - t; // t was distance from top + bottom = pageHeight - b; // b was distance from top + } else { + // BOTTOMLEFT origin - Docling uses {l, t, r, b} where t=top, b=bottom + left = l; + bottom = b; + right = r; + top = t; + } + + return new BoundingBox(pageIndex, left, bottom, right, top); + } + + /** + * Gets a text value from a JSON node. + */ + private String getTextValue(JsonNode node, String fieldName) { + if (node != null && node.has(fieldName)) { + JsonNode field = node.get(fieldName); + if (field.isTextual()) { + return field.asText(); + } + } + return null; + } + + /** + * Sorts page contents by reading order (top to bottom, left to right). + */ + private void sortByReadingOrder(List contents) { + contents.sort(new Comparator() { + @Override + public int compare(IObject o1, IObject o2) { + // Sort by top Y (descending - higher on page first) + double topDiff = o2.getTopY() - o1.getTopY(); + if (Math.abs(topDiff) > 5.0) { // Use tolerance for same-line detection + return topDiff > 0 ? 1 : -1; + } + // Same line, sort by left X (ascending) + return Double.compare(o1.getLeftX(), o2.getLeftX()); + } + }); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/ElementMetadata.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/ElementMetadata.java new file mode 100644 index 0000000..b5cf469 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/ElementMetadata.java @@ -0,0 +1,298 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.annotation.JsonInclude; + +/** + * Per-element metadata produced by hybrid backends. + * Keyed by IObject.recognizedStructureId in a sidecar Map. + * All fields are optional — backends populate what they can. + */ +@JsonInclude(JsonInclude.Include.NON_DEFAULT) +public class ElementMetadata { + + /** DLA AI score (0.0~1.0). Negative sentinel means "not provided". */ + private double aiScore = -1.0; + + /** Original Hancom AI label (0~17), -1 if not applicable. */ + private int sourceLabel = -1; + + /** + * The hybrid backend's per-page detection id for this element — the + * same value that surfaces as {@code object_id} in the raw DLA JSON + * and as {@code scored_items[].id} in the evidence report. Carrying + * it through to the corrected extraction tree lets downstream + * tooling line up a reading-ordered node with the original detection + * row without re-matching by bbox. Negative sentinel ({@code -1}) + * means "not provided" — e.g. native pipeline output. + */ + private int dlaObjectId = -1; + + /** Heading inference method: "bbox-height" or "fixed". */ + private String headingInferenceMethod; + + /** Bounding box height in pixels, used for heading inference. */ + private Double bboxHeightPx; + + /** Word-cell matching method: "bbox-intersection" or "tsr-text-fallback". */ + private String wordMatchMethod; + + /** Number of words matched in the cell. */ + private int matchedWordCount; + + /** TSR metadata for tables. */ + private TsrMetadata tsr; + + /** Caption metadata for images. */ + private CaptionMetadata caption; + + /** Regionlist resolution metadata for label 7. */ + private RegionlistResolution regionlistResolution; + + /** Text source decision: "stream", "ocr", or "ocr-fallback". */ + private String textSource; + + /** Stream vs OCR text similarity score (auto mode only). */ + private Double streamOcrSimilarity; + + public double getAiScore() { + return aiScore; + } + + public ElementMetadata setAiScore(double aiScore) { + this.aiScore = aiScore; + return this; + } + + public int getSourceLabel() { + return sourceLabel; + } + + public ElementMetadata setSourceLabel(int sourceLabel) { + this.sourceLabel = sourceLabel; + return this; + } + + public int getDlaObjectId() { + return dlaObjectId; + } + + public ElementMetadata setDlaObjectId(int dlaObjectId) { + this.dlaObjectId = dlaObjectId; + return this; + } + + public String getHeadingInferenceMethod() { + return headingInferenceMethod; + } + + public ElementMetadata setHeadingInferenceMethod(String headingInferenceMethod) { + this.headingInferenceMethod = headingInferenceMethod; + return this; + } + + public Double getBboxHeightPx() { + return bboxHeightPx; + } + + public ElementMetadata setBboxHeightPx(Double bboxHeightPx) { + this.bboxHeightPx = bboxHeightPx; + return this; + } + + public String getWordMatchMethod() { + return wordMatchMethod; + } + + public ElementMetadata setWordMatchMethod(String wordMatchMethod) { + this.wordMatchMethod = wordMatchMethod; + return this; + } + + public int getMatchedWordCount() { + return matchedWordCount; + } + + public ElementMetadata setMatchedWordCount(int matchedWordCount) { + this.matchedWordCount = matchedWordCount; + return this; + } + + public TsrMetadata getTsr() { + return tsr; + } + + public ElementMetadata setTsr(TsrMetadata tsr) { + this.tsr = tsr; + return this; + } + + public CaptionMetadata getCaption() { + return caption; + } + + public ElementMetadata setCaption(CaptionMetadata caption) { + this.caption = caption; + return this; + } + + public RegionlistResolution getRegionlistResolution() { + return regionlistResolution; + } + + public ElementMetadata setRegionlistResolution(RegionlistResolution regionlistResolution) { + this.regionlistResolution = regionlistResolution; + return this; + } + + public String getTextSource() { + return textSource; + } + + public ElementMetadata setTextSource(String textSource) { + this.textSource = textSource; + return this; + } + + public Double getStreamOcrSimilarity() { + return streamOcrSimilarity; + } + + public ElementMetadata setStreamOcrSimilarity(Double streamOcrSimilarity) { + this.streamOcrSimilarity = streamOcrSimilarity; + return this; + } + + /** + * TSR (Table Structure Recognition) metadata for table elements. + */ + @JsonInclude(JsonInclude.Include.NON_DEFAULT) + public static class TsrMetadata { + + private int numCells; + private String html; + private long runTimeMs; + + public int getNumCells() { + return numCells; + } + + public TsrMetadata setNumCells(int numCells) { + this.numCells = numCells; + return this; + } + + public String getHtml() { + return html; + } + + public TsrMetadata setHtml(String html) { + this.html = html; + return this; + } + + public long getRunTimeMs() { + return runTimeMs; + } + + public TsrMetadata setRunTimeMs(long runTimeMs) { + this.runTimeMs = runTimeMs; + return this; + } + } + + /** + * Caption metadata for image elements. + */ + @JsonInclude(JsonInclude.Include.NON_DEFAULT) + public static class CaptionMetadata { + + private String text; + private String language; + private long runTimeMs; + + public String getText() { + return text; + } + + public CaptionMetadata setText(String text) { + this.text = text; + return this; + } + + public String getLanguage() { + return language; + } + + public CaptionMetadata setLanguage(String language) { + this.language = language; + return this; + } + + public long getRunTimeMs() { + return runTimeMs; + } + + public CaptionMetadata setRunTimeMs(long runTimeMs) { + this.runTimeMs = runTimeMs; + return this; + } + } + + /** + * Resolution metadata for regionlist elements (label 7). + */ + @JsonInclude(JsonInclude.Include.NON_DEFAULT) + public static class RegionlistResolution { + + /** Strategy used: "table-first" or "list-only". */ + private String strategy; + + /** Whether TSR was attempted. */ + private boolean tsrAttempted; + + /** TSR result: "success", "no-cells", "failed", or null. */ + private String tsrResult; + + public String getStrategy() { + return strategy; + } + + public RegionlistResolution setStrategy(String strategy) { + this.strategy = strategy; + return this; + } + + public boolean isTsrAttempted() { + return tsrAttempted; + } + + public RegionlistResolution setTsrAttempted(boolean tsrAttempted) { + this.tsrAttempted = tsrAttempted; + return this; + } + + public String getTsrResult() { + return tsrResult; + } + + public RegionlistResolution setTsrResult(String tsrResult) { + this.tsrResult = tsrResult; + return this; + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAIClient.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAIClient.java new file mode 100644 index 0000000..aa2e6d2 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAIClient.java @@ -0,0 +1,895 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.node.ArrayNode; +import com.fasterxml.jackson.databind.node.ObjectNode; +import okhttp3.MediaType; +import okhttp3.MultipartBody; +import okhttp3.OkHttpClient; +import okhttp3.Request; +import okhttp3.RequestBody; +import okhttp3.Response; +import okhttp3.ResponseBody; + +import javax.imageio.ImageIO; +import java.awt.image.BufferedImage; +import java.io.ByteArrayInputStream; +import java.io.ByteArrayOutputStream; +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.util.ArrayList; +import java.util.Base64; +import java.util.Collections; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.concurrent.CompletableFuture; +import java.util.concurrent.TimeUnit; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * HTTP client for Hancom AI HOCR SDK API. + * + *

    Pipeline: + *

      + *
    1. pdf2img — convert each page to PNG image
      2. + *
    2. DOCUMENT_LAYOUT_WITH_OCR — layout analysis + OCR on full PDF
      3. + *
    3. TABLE_STRUCTURE_RECOGNITION — crop each Table/Regionlist from page image, send to TSR individually
      4. + *
    4. IMAGE_CAPTIONING — crop each Figure region from page image, caption individually
      5. + *
    + * + * @see HancomAISchemaTransformer + */ +public class HancomAIClient implements HybridClient { + + private static final Logger LOGGER = Logger.getLogger(HancomAIClient.class.getCanonicalName()); + + public static final String DEFAULT_URL = "http://localhost:18008"; + + private static final String SDK_ENDPOINT = "/hocr/sdk"; + private static final String PDF2IMG_ENDPOINT = "/support/pdf2img"; + private static final String PING_ENDPOINT = "/ping"; + private static final String HEALTH_ENDPOINT = "/health"; + private static final int HEALTH_CHECK_TIMEOUT_MS = 3000; + private static final String DEFAULT_FILENAME = "document.pdf"; + private static final MediaType MEDIA_TYPE_PDF = MediaType.parse("application/pdf"); + private static final MediaType MEDIA_TYPE_PNG = MediaType.parse("image/png"); + + // DLA label 7 = Regionlist (may be actual table or a list region) + private static final int LABEL_REGIONLIST = 7; + + // DLA label 9 = Table + private static final int LABEL_TABLE = 9; + + // DLA label 10 = Figure + private static final int LABEL_FIGURE = 10; + + /** Padding (pixels) added around table crops before sending to TSR. */ + private static final int TSR_CROP_PADDING = 20; + + private final String baseUrl; + private final OkHttpClient httpClient; + private final ObjectMapper objectMapper; + private final HybridConfig config; + + private String sourcePdfShaShort = "unknown"; + + private static final java.util.Map MODULE_SHORT; + static { + java.util.Map m = new java.util.HashMap<>(); + m.put("DOCUMENT_LAYOUT_WITH_OCR", "dla-ocr"); + m.put("DOCUMENT_LAYOUT_ANALYSIS", "dla"); + m.put("TEXT_RECOGNITION", "ocr"); + m.put("TABLE_STRUCTURE_RECOGNITION", "tsr"); + m.put("IMAGE_CAPTIONING", "caption"); + m.put("CHART_IMAGE_UNDERSTANDING", "chart"); + MODULE_SHORT = java.util.Collections.unmodifiableMap(m); + } + + private static String sha256ShortHex(byte[] data) { + try { + java.security.MessageDigest md = java.security.MessageDigest.getInstance("SHA-256"); + byte[] hash = md.digest(data); + StringBuilder sb = new StringBuilder(12); + for (int i = 0; i < 6; i++) sb.append(String.format("%02x", hash[i])); + return sb.toString(); + } catch (java.security.NoSuchAlgorithmException e) { + return "nohash000000"; + } + } + + // Test hook + void setSourcePdfShaShort(String s) { this.sourcePdfShaShort = s; } + + public HancomAIClient(HybridConfig config) { + this.config = config; + this.baseUrl = config.getEffectiveUrl("hancom-ai"); + this.objectMapper = new ObjectMapper(); + this.httpClient = new OkHttpClient.Builder() + .connectTimeout(config.getTimeoutMs(), TimeUnit.MILLISECONDS) + .readTimeout(config.getTimeoutMs(), TimeUnit.MILLISECONDS) + .writeTimeout(config.getTimeoutMs(), TimeUnit.MILLISECONDS) + .build(); + } + + // Visible for testing + HancomAIClient(String baseUrl, OkHttpClient httpClient, ObjectMapper objectMapper) { + this.config = new HybridConfig(); + this.baseUrl = baseUrl; + this.httpClient = httpClient; + this.objectMapper = objectMapper; + } + + @Override + public JsonNode fetchHealth() { + OkHttpClient healthClient = httpClient.newBuilder() + .connectTimeout(HEALTH_CHECK_TIMEOUT_MS, TimeUnit.MILLISECONDS) + .readTimeout(HEALTH_CHECK_TIMEOUT_MS, TimeUnit.MILLISECONDS) + .build(); + Request request = new Request.Builder() + .url(baseUrl + HEALTH_ENDPOINT) + .get() + .build(); + try (Response response = healthClient.newCall(request).execute()) { + if (!response.isSuccessful()) return null; + ResponseBody body = response.body(); + if (body == null) return null; + return objectMapper.readTree(body.string()); + } catch (IOException e) { + LOGGER.log(Level.FINE, + "Hancom AI /health unavailable: {0}", e.getMessage()); + return null; + } + } + + @Override + public void checkAvailability() throws IOException { + OkHttpClient healthClient = httpClient.newBuilder() + .connectTimeout(HEALTH_CHECK_TIMEOUT_MS, TimeUnit.MILLISECONDS) + .readTimeout(HEALTH_CHECK_TIMEOUT_MS, TimeUnit.MILLISECONDS) + .build(); + + Request request = new Request.Builder() + .url(baseUrl + PING_ENDPOINT) + .get() + .build(); + + try (Response response = healthClient.newCall(request).execute()) { + if (!response.isSuccessful()) { + throw new IOException("Hancom AI server at " + baseUrl + + " returned HTTP " + response.code()); + } + } catch (IOException e) { + throw new IOException( + "Hancom AI server is not available at " + baseUrl + "\n" + + "Check that the server is running and accessible.", e); + } + } + + @Override + public HybridResponse convert(HybridRequest request) throws IOException { + byte[] pdfBytes = request.getPdfBytes(); + this.sourcePdfShaShort = sha256ShortHex(pdfBytes); + LOGGER.log(Level.INFO, "Hancom AI: processing PDF ({0} bytes)", pdfBytes.length); + + // Crop / page-image destination travels with the request, not the + // cached client's config, so the per-document target is correct even + // when the client is reused across documents (and is concurrency-safe + // since nothing shared is mutated). + CropOutput cropOutput = request.getCropOutput(); + + try (PageImageCache pageImageCache = createPageImageCache()) { + ObjectNode merged = objectMapper.createObjectNode(); + ObjectNode timingsNode = objectMapper.createObjectNode(); + + // Step 1: DLA + OCR. This is required — downstream steps have nothing + // to process without it, so treat an empty response as a failure so the + // caller can fall back to the Java pipeline instead of silently emitting + // an empty document. + JsonNode dlaOcrResult = callModule(pdfBytes, "DOCUMENT_LAYOUT_WITH_OCR"); + if (dlaOcrResult == null || !dlaOcrResult.isArray() || dlaOcrResult.size() == 0) { + throw new IOException( + "Hancom AI DOCUMENT_LAYOUT_WITH_OCR returned empty result — " + + "backend unavailable or rejected the document"); + } + merged.set("DOCUMENT_LAYOUT_WITH_OCR", dlaOcrResult); + addTimings(timingsNode, "DOCUMENT_LAYOUT_WITH_OCR", dlaOcrResult); + + // Step 2: Table Structure — crop each Table region from page image, send to TSR individually + long tsrStartMs = System.currentTimeMillis(); + ArrayNode tsrResults = recognizeTableStructures(pdfBytes, dlaOcrResult, pageImageCache, cropOutput); + long tsrMs = System.currentTimeMillis() - tsrStartMs; + merged.set("TABLE_STRUCTURE_RECOGNITION", tsrResults); + + ObjectNode tsrTiming = objectMapper.createObjectNode(); + tsrTiming.put("total_ms", tsrMs); + tsrTiming.put("count", tsrResults.size()); + if (tsrResults.size() > 0) { + tsrTiming.put("avg_ms", tsrMs / tsrResults.size()); + } + timingsNode.set("TABLE_STRUCTURE_RECOGNITION", tsrTiming); + + // Step 3: Figure captioning — pdf2img → crop figures → caption each + long captionStartMs = System.currentTimeMillis(); + ArrayNode figureCaptions = captionFigures(pdfBytes, dlaOcrResult, pageImageCache, cropOutput); + long captionMs = System.currentTimeMillis() - captionStartMs; + merged.set("FIGURE_CAPTIONS", figureCaptions); + + // Evidence-report consumers need the same rendered page image that + // DLA bboxes are expressed against. TSR/FIGURE fetches already save + // their pages; this pass fills only pages that were not otherwise + // rendered. + saveDlaPageImages(pdfBytes, dlaOcrResult, pageImageCache, cropOutput); + + ObjectNode captionTiming = objectMapper.createObjectNode(); + captionTiming.put("total_ms", captionMs); + captionTiming.put("count", figureCaptions.size()); + if (figureCaptions.size() > 0) { + captionTiming.put("avg_ms", captionMs / figureCaptions.size()); + } + timingsNode.set("IMAGE_CAPTIONING", captionTiming); + + merged.set("timings", timingsNode); + + LOGGER.log(Level.INFO, "Hancom AI: completed — {0} table crops, {1} figure captions", + new Object[]{tsrResults.size(), figureCaptions.size()}); + + return new HybridResponse(null, null, merged, Collections.emptyMap(), + Collections.emptyList(), timingsNode); + } + } + + /** + * Creates a PageImageCache based on config. + */ + private PageImageCache createPageImageCache() throws IOException { + if ("disk".equalsIgnoreCase(config.getImageCache())) { + return new DiskPageImageCache(); + } + return new MemoryPageImageCache(); + } + + @Override + public CompletableFuture convertAsync(HybridRequest request) { + return CompletableFuture.supplyAsync(() -> { + try { + return convert(request); + } catch (IOException e) { + throw new IllegalStateException("Failed to convert via Hancom AI", e); + } + }); + } + + /** + * Captions each Figure found by DLA: + * 1. Get page images via pdf2img + * 2. Find Figure objects (label 10) from DLA results + * 3. Crop each Figure from page image + * 4. Send cropped image to IMAGE_CAPTIONING + * + * @return ArrayNode of {page_number, object_id, bbox, caption} + */ + private ArrayNode captionFigures(byte[] pdfBytes, JsonNode dlaResult, + PageImageCache pageImageCache, CropOutput cropOutput) { + ArrayNode captions = objectMapper.createArrayNode(); + + // Extract pages from DLA result + List dlaPages = extractPages(dlaResult); + if (dlaPages.isEmpty()) return captions; + + // Collect Figure objects per page + Map> figuresByPage = new HashMap<>(); + for (JsonNode page : dlaPages) { + int pageNum = page.has("page_number") ? page.get("page_number").asInt() : -1; + if (pageNum < 0) continue; + + JsonNode objects = page.get("objects"); + if (objects == null || !objects.isArray()) continue; + + for (JsonNode obj : objects) { + int label = obj.has("label") ? obj.get("label").asInt() : -1; + if (label == LABEL_FIGURE) { + figuresByPage.computeIfAbsent(pageNum, k -> new ArrayList<>()).add(obj); + } + } + } + + if (figuresByPage.isEmpty()) { + LOGGER.log(Level.INFO, "Hancom AI: no Figure objects found, skipping captioning"); + return captions; + } + + LOGGER.log(Level.INFO, "Hancom AI: captioning {0} figures across {1} pages", + new Object[]{figuresByPage.values().stream().mapToInt(List::size).sum(), + figuresByPage.size()}); + + for (Map.Entry> entry : figuresByPage.entrySet()) { + int pageNum = entry.getKey(); + List figures = entry.getValue(); + + // Get page image via cache + BufferedImage pageImage; + try { + pageImage = pageImageCache.getOrFetch(pageNum, + idx -> fetchPageImage(pdfBytes, idx, cropOutput)); + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Failed to get page {0} image: {1}", + new Object[]{pageNum, e.getMessage()}); + continue; + } + + // Caption each figure + for (JsonNode fig : figures) { + JsonNode bboxNode = fig.get("bbox"); + if (bboxNode == null || !bboxNode.isArray() || bboxNode.size() < 4) continue; + + int left = bboxNode.get(0).asInt(); + int top = bboxNode.get(1).asInt(); + int right = bboxNode.get(2).asInt(); + int bottom = bboxNode.get(3).asInt(); + + // Clamp to image bounds + left = Math.max(0, left); + top = Math.max(0, top); + right = Math.min(pageImage.getWidth(), right); + bottom = Math.min(pageImage.getHeight(), bottom); + + if (right <= left || bottom <= top) continue; + + try { + BufferedImage cropped = pageImage.getSubimage(left, top, right - left, bottom - top); + byte[] croppedPng = imageToPng(cropped); + + // Save crop if configured + if (cropOutput.active()) { + int objId = fig.has("object_id") ? fig.get("object_id").asInt() : -1; + saveCropFile(cropOutput.directory(), pageNum, objId, "figure", croppedPng); + } + + int objIdForCaption = fig.has("object_id") ? fig.get("object_id").asInt() : -1; + CaptionResult captionResult = callImageCaptioning(croppedPng, pageNum, objIdForCaption); + String caption = captionResult != null ? captionResult.caption : null; + + ObjectNode capNode = objectMapper.createObjectNode(); + capNode.put("page_number", pageNum); + capNode.put("object_id", fig.has("object_id") ? fig.get("object_id").asInt() : -1); + ArrayNode bboxArr = objectMapper.createArrayNode(); + bboxArr.add(left).add(top).add(right).add(bottom); + capNode.set("bbox", bboxArr); + capNode.put("caption", caption != null ? caption : ""); + if (captionResult != null && captionResult.confidence != null) { + capNode.put("confidence", captionResult.confidence); + } + captions.add(capNode); + + LOGGER.log(Level.FINE, "Captioned figure page={0} bbox=[{1},{2},{3},{4}]: {5}", + new Object[]{pageNum, left, top, right, bottom, + caption != null ? caption.substring(0, Math.min(50, caption.length())) : ""}); + } catch (Exception e) { + LOGGER.log(Level.WARNING, "Failed to caption figure on page {0}: {1}", + new Object[]{pageNum, e.getMessage()}); + } + } + + // Done with this page — allow cache to reclaim memory + pageImageCache.evict(pageNum); + } + + return captions; + } + + /** + * For each Table region (label 7) found by DLA, crop the region from the + * page image and send the crop to TABLE_STRUCTURE_RECOGNITION individually. + * + *

    When regionlist strategy is "list-only", label 7 is always treated as a + * list and TSR is skipped entirely. + * + * @param pdfBytes the original PDF bytes (needed for pdf2img) + * @param dlaResult the DLA+OCR result containing detected objects + * @param pageImageCache shared cache for page images + * @param cropOutput per-document destination for saved table crops + * @return ArrayNode of per-table results: + * [{page_number, object_id, label, dla_bbox, tsr: {cells, num_cells, html, ...}}] + */ + private ArrayNode recognizeTableStructures(byte[] pdfBytes, JsonNode dlaResult, + PageImageCache pageImageCache, CropOutput cropOutput) { + ArrayNode results = objectMapper.createArrayNode(); + + // In list-only mode, LABEL_REGIONLIST is always rendered as a list and + // does not need TSR. LABEL_TABLE still needs TSR — without it the + // transformer's LABEL_TABLE branch returns null and real tables drop out + // of the structured output entirely. + boolean skipRegionlistTsr = config.isRegionlistListOnly(); + if (skipRegionlistTsr) { + LOGGER.log(Level.INFO, "Hancom AI: regionlist strategy is list-only, " + + "skipping TSR for Regionlist (label 7); Table (label 9) TSR still runs"); + } + + List dlaPages = extractPages(dlaResult); + if (dlaPages.isEmpty()) return results; + + for (JsonNode page : dlaPages) { + int pageNum = page.has("page_number") ? page.get("page_number").asInt() : -1; + if (pageNum < 0) continue; + + JsonNode objects = page.get("objects"); + if (objects == null || !objects.isArray()) continue; + + // Check if any table/regionlist objects exist on this page + boolean needsPageImage = false; + for (JsonNode obj : objects) { + int label = obj.has("label") ? obj.get("label").asInt() : -1; + if (label == LABEL_TABLE + || (label == LABEL_REGIONLIST && !skipRegionlistTsr)) { + needsPageImage = true; + break; + } + } + if (!needsPageImage) continue; + + // Get page image + BufferedImage pageImage; + try { + pageImage = pageImageCache.getOrFetch(pageNum, + idx -> fetchPageImage(pdfBytes, idx, cropOutput)); + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Failed to get page {0} image for TSR: {1}", + new Object[]{pageNum, e.getMessage()}); + continue; + } + + int imgWidth = pageImage.getWidth(); + int imgHeight = pageImage.getHeight(); + + for (JsonNode obj : objects) { + int label = obj.has("label") ? obj.get("label").asInt() : -1; + if (label != LABEL_REGIONLIST && label != LABEL_TABLE) continue; + if (label == LABEL_REGIONLIST && skipRegionlistTsr) continue; + + JsonNode bboxNode = obj.get("bbox"); + if (bboxNode == null || !bboxNode.isArray() || bboxNode.size() < 4) continue; + + int left = bboxNode.get(0).asInt(); + int top = bboxNode.get(1).asInt(); + int right = bboxNode.get(2).asInt(); + int bottom = bboxNode.get(3).asInt(); + + // Add padding around crop + left = Math.max(0, left - TSR_CROP_PADDING); + top = Math.max(0, top - TSR_CROP_PADDING); + right = Math.min(imgWidth, right + TSR_CROP_PADDING); + bottom = Math.min(imgHeight, bottom + TSR_CROP_PADDING); + + if (right <= left || bottom <= top) continue; + + try { + BufferedImage crop = pageImage.getSubimage(left, top, right - left, bottom - top); + byte[] cropPng = imageToPng(crop); + + // Save crop if configured + if (cropOutput.active()) { + int objectId = obj.has("object_id") ? obj.get("object_id").asInt() : -1; + saveCropFile(cropOutput.directory(), pageNum, objectId, "table", cropPng); + } + + // Call TSR with crop image + int objId = obj.has("object_id") ? obj.get("object_id").asInt() : -1; + JsonNode tsrResult = callModuleImage(cropPng, "TABLE_STRUCTURE_RECOGNITION", pageNum, objId); + + // Build result entry + ObjectNode entry = objectMapper.createObjectNode(); + entry.put("page_number", pageNum); + entry.put("object_id", + obj.has("object_id") ? obj.get("object_id").asInt() : -1); + entry.put("label", label); + + // Store the DLA bbox (padded, page-level pixels) for coordinate offset later + ArrayNode dlaBbox = objectMapper.createArrayNode(); + dlaBbox.add(left).add(top).add(right).add(bottom); + entry.set("dla_bbox", dlaBbox); + + // Extract TSR page result. The HOCR envelope wraps results + // as RESULT=[[page]], so the page node is where any + // top-level self-score lands. + List tsrPages = extractPages(tsrResult); + if (!tsrPages.isEmpty()) { + JsonNode tsrPage = tsrPages.get(0); + JsonNode conf = tsrPage.get("confidence"); + if (conf != null && conf.isNumber()) { + // doubleValue() returns the numeric value directly; + // asDouble() has a silent 0.0 fallback we don't want + // even though the isNumber() guard makes it unreachable. + entry.put("confidence", conf.doubleValue()); + } + entry.set("tsr", tsrPage); + } else { + entry.set("tsr", objectMapper.createObjectNode()); + } + + results.add(entry); + } catch (Exception e) { + LOGGER.log(Level.WARNING, "TSR failed for page {0} object: {1}", + new Object[]{pageNum, e.getMessage()}); + } + } + // Evict the page image here only if captionFigures() will not revisit + // this page. captionFigures() iterates pages that contain at least one + // LABEL_FIGURE object; for table-only pages (no figures) the cached + // full-resolution image would otherwise sit in memory until the + // try-with-resources in convert() closes the cache — ~25MB per page + // for the memory cache, which is costly on large table-heavy PDFs. + boolean hasFigure = false; + for (JsonNode obj : objects) { + int objLabel = obj.has("label") ? obj.get("label").asInt() : -1; + if (objLabel == LABEL_FIGURE) { + hasFigure = true; + break; + } + } + if (!hasFigure) { + pageImageCache.evict(pageNum); + } + } + + LOGGER.log(Level.INFO, "Hancom AI: TSR processed {0} table crops", results.size()); + return results; + } + + /** + * Calls a single HOCR SDK module with image (PNG) input. + * Similar to {@link #callModule} but sends image data instead of PDF. + */ + private JsonNode callModuleImage(byte[] pngBytes, String moduleName, int pageNum, int objectId) throws IOException { + String moduleShort = MODULE_SHORT.getOrDefault(moduleName, moduleName); + String requestId = "odl-" + sourcePdfShaShort + "-p" + pageNum + "-o" + objectId + "-" + moduleShort; + MultipartBody body = new MultipartBody.Builder() + .setType(MultipartBody.FORM) + .addFormDataPart("REQUEST_ID", requestId) + .addFormDataPart("OPEN_API_NAME", moduleName) + .addFormDataPart("DATA_FORMAT", "image") + .addFormDataPart("FILE", "crop.png", + RequestBody.create(pngBytes, MEDIA_TYPE_PNG)) + .build(); + + Request httpRequest = new Request.Builder() + .url(baseUrl + SDK_ENDPOINT) + .post(body) + .build(); + + LOGGER.log(Level.FINE, "Calling Hancom AI module (image): {0} [{1}]", + new Object[]{moduleName, requestId}); + + try (Response response = httpClient.newCall(httpRequest).execute()) { + if (!response.isSuccessful()) { + ResponseBody respBody = response.body(); + String errorMsg = respBody != null ? respBody.string() : ""; + LOGGER.log(Level.WARNING, "Hancom AI module {0} (image) returned HTTP {1}: {2}", + new Object[]{moduleName, response.code(), errorMsg}); + return objectMapper.createArrayNode(); + } + + ResponseBody respBody = response.body(); + if (respBody == null) { + return objectMapper.createArrayNode(); + } + + JsonNode root = objectMapper.readTree(respBody.string()); + boolean success = root.has("SUCCESS") && root.get("SUCCESS").asBoolean(); + if (!success) { + LOGGER.log(Level.WARNING, "Hancom AI module {0} (image) returned SUCCESS=false: {1}", + new Object[]{moduleName, root.has("MSG") ? root.get("MSG").asText() : ""}); + return objectMapper.createArrayNode(); + } + + JsonNode result = root.get("RESULT"); + return result != null ? result : objectMapper.createArrayNode(); + } + } + + /** + * Saves full-page render images for every DLA page when evidence image + * capture is enabled. + */ + private void saveDlaPageImages(byte[] pdfBytes, JsonNode dlaResult, + PageImageCache pageImageCache, CropOutput cropOutput) { + if (!cropOutput.active()) return; + + for (JsonNode page : extractPages(dlaResult)) { + int pageNum = page.has("page_number") ? page.get("page_number").asInt() : -1; + if (pageNum < 0) continue; + if (isPageImageFileSaved(cropOutput.directory(), pageNum)) continue; + try { + pageImageCache.getOrFetch(pageNum, idx -> fetchPageImage(pdfBytes, idx, cropOutput)); + } catch (IOException e) { + LOGGER.log(Level.FINE, "Failed to save DLA page image for page " + + pageNum, e); + } finally { + pageImageCache.evict(pageNum); + } + } + } + + private boolean isPageImageFileSaved(String outputDir, int pageNum) { + if (outputDir == null) return false; + File file = new File(new File(outputDir, "page-images"), + String.format("page-%d.png", pageNum)); + return file.isFile(); + } + + /** + * Saves a cropped image to disk for debugging. + */ + private void saveCropFile(String outputDir, int pageNum, int objectId, + String labelName, byte[] pngBytes) { + try { + File dir = new File(outputDir, "crops"); + dir.mkdirs(); + String filename = String.format("page-%d_%s-o%d.png", pageNum, labelName, objectId); + Files.write(new File(dir, filename).toPath(), pngBytes); + } catch (IOException e) { + LOGGER.log(Level.FINE, "Failed to save crop file", e); + } + } + + /** + * Saves a full rendered PDF page image to disk for evidence overlays. + */ + private void savePageImageFile(String outputDir, int pageNum, byte[] pngBytes) { + try { + File dir = new File(outputDir, "page-images"); + dir.mkdirs(); + String filename = String.format("page-%d.png", pageNum); + Files.write(new File(dir, filename).toPath(), pngBytes); + } catch (IOException e) { + LOGGER.log(Level.FINE, "Failed to save page image file", e); + } + } + + /** + * Fetches a page image from the pdf2img endpoint. + */ + private BufferedImage fetchPageImage(byte[] pdfBytes, int pageIndex, CropOutput cropOutput) + throws IOException { + MultipartBody body = new MultipartBody.Builder() + .setType(MultipartBody.FORM) + .addFormDataPart("REQUEST_ID", + "odl-" + sourcePdfShaShort + "-pdf2img-p" + pageIndex) + .addFormDataPart("PAGE_INDEX", String.valueOf(pageIndex)) + .addFormDataPart("FILE", DEFAULT_FILENAME, + RequestBody.create(pdfBytes, MEDIA_TYPE_PDF)) + .build(); + + Request httpRequest = new Request.Builder() + .url(baseUrl + PDF2IMG_ENDPOINT) + .post(body) + .build(); + + try (Response response = httpClient.newCall(httpRequest).execute()) { + if (!response.isSuccessful()) { + throw new IOException("pdf2img returned HTTP " + response.code()); + } + + ResponseBody respBody = response.body(); + if (respBody == null) { + throw new IOException("pdf2img returned empty body"); + } + + JsonNode root = objectMapper.readTree(respBody.string()); + // Navigate: RESULT[0].RESULT.PAGE_PNG_DATA + JsonNode resultArr = root.get("RESULT"); + if (resultArr == null || !resultArr.isArray() || resultArr.size() == 0) { + throw new IOException("pdf2img RESULT is empty"); + } + + JsonNode pageResult = resultArr.get(0); + JsonNode innerResult = pageResult.get("RESULT"); + if (innerResult == null) { + throw new IOException("pdf2img inner RESULT is null"); + } + + String pngBase64 = innerResult.has("PAGE_PNG_DATA") + ? innerResult.get("PAGE_PNG_DATA").asText() : null; + if (pngBase64 == null || pngBase64.isEmpty()) { + throw new IOException("pdf2img PAGE_PNG_DATA is empty"); + } + + byte[] pngBytes; + try { + pngBytes = Base64.getDecoder().decode(pngBase64); + } catch (IllegalArgumentException e) { + // fetchPageImage is declared to throw IOException and callers catch + // only IOException. Escaping IAE would abort the whole conversion + // instead of skipping the failed page. + throw new IOException("pdf2img PAGE_PNG_DATA is not valid Base64", e); + } + BufferedImage image = ImageIO.read(new ByteArrayInputStream(pngBytes)); + if (image == null) { + throw new IOException("pdf2img PAGE_PNG_DATA is not a readable image"); + } + if (cropOutput.active()) { + savePageImageFile(cropOutput.directory(), pageIndex, pngBytes); + } + return image; + } + } + + /** + * Sends a cropped image to IMAGE_CAPTIONING and returns the caption text. + */ + /** Image-captioning result: caption text + the model's self-reported confidence. */ + static final class CaptionResult { + final String caption; + final Double confidence; + CaptionResult(String caption, Double confidence) { + this.caption = caption; + this.confidence = confidence; + } + } + + private CaptionResult callImageCaptioning(byte[] pngBytes, int pageNum, int objectId) throws IOException { + String requestId = "odl-" + sourcePdfShaShort + "-p" + pageNum + "-o" + objectId + "-caption"; + MultipartBody body = new MultipartBody.Builder() + .setType(MultipartBody.FORM) + .addFormDataPart("REQUEST_ID", requestId) + .addFormDataPart("OPEN_API_NAME", "IMAGE_CAPTIONING") + .addFormDataPart("DATA_FORMAT", "image") + .addFormDataPart("FILE", "figure.png", + RequestBody.create(pngBytes, MEDIA_TYPE_PNG)) + .build(); + + Request httpRequest = new Request.Builder() + .url(baseUrl + SDK_ENDPOINT) + .post(body) + .build(); + + try (Response response = httpClient.newCall(httpRequest).execute()) { + if (!response.isSuccessful()) return null; + + ResponseBody respBody = response.body(); + if (respBody == null) return null; + + JsonNode root = objectMapper.readTree(respBody.string()); + if (!root.has("SUCCESS") || !root.get("SUCCESS").asBoolean()) return null; + + JsonNode result = root.get("RESULT"); + if (result == null || !result.isArray() || result.size() == 0) return null; + + JsonNode page = result.get(0); + if (page.isArray() && page.size() > 0) page = page.get(0); + + String caption = page.has("caption") ? page.get("caption").asText("") : null; + JsonNode confNode = page.get("confidence"); + Double confidence = confNode != null && confNode.isNumber() + ? confNode.doubleValue() : null; + return new CaptionResult(caption, confidence); + } + } + + /** + * Calls a single HOCR SDK module with PDF input. + */ + private JsonNode callModule(byte[] pdfBytes, String moduleName) throws IOException { + MultipartBody body = new MultipartBody.Builder() + .setType(MultipartBody.FORM) + .addFormDataPart("REQUEST_ID", + "odl-" + sourcePdfShaShort + "-" + MODULE_SHORT.getOrDefault(moduleName, moduleName)) + .addFormDataPart("OPEN_API_NAME", moduleName) + .addFormDataPart("DATA_FORMAT", "pdf") + .addFormDataPart("FILE", DEFAULT_FILENAME, + RequestBody.create(pdfBytes, MEDIA_TYPE_PDF)) + .build(); + + Request httpRequest = new Request.Builder() + .url(baseUrl + SDK_ENDPOINT) + .post(body) + .build(); + + LOGGER.log(Level.INFO, "Calling Hancom AI module: {0}", moduleName); + + try (Response response = httpClient.newCall(httpRequest).execute()) { + if (!response.isSuccessful()) { + ResponseBody respBody = response.body(); + String errorMsg = respBody != null ? respBody.string() : ""; + LOGGER.log(Level.WARNING, "Hancom AI module {0} returned HTTP {1}: {2}", + new Object[]{moduleName, response.code(), errorMsg}); + return objectMapper.createArrayNode(); + } + + ResponseBody respBody = response.body(); + if (respBody == null) { + return objectMapper.createArrayNode(); + } + + JsonNode root = objectMapper.readTree(respBody.string()); + boolean success = root.has("SUCCESS") && root.get("SUCCESS").asBoolean(); + if (!success) { + LOGGER.log(Level.WARNING, "Hancom AI module {0} returned SUCCESS=false: {1}", + new Object[]{moduleName, root.has("MSG") ? root.get("MSG").asText() : ""}); + return objectMapper.createArrayNode(); + } + + JsonNode result = root.get("RESULT"); + return result != null ? result : objectMapper.createArrayNode(); + } + } + + // --- Helpers --- + + private List extractPages(JsonNode moduleResult) { + List pages = new ArrayList<>(); + if (moduleResult == null || !moduleResult.isArray()) return pages; + JsonNode inner = moduleResult.size() > 0 && moduleResult.get(0).isArray() + ? moduleResult.get(0) : moduleResult; + for (JsonNode page : inner) { + if (page.isObject()) pages.add(page); + } + return pages; + } + + private byte[] imageToPng(BufferedImage image) throws IOException { + ByteArrayOutputStream baos = new ByteArrayOutputStream(); + ImageIO.write(image, "png", baos); + return baos.toByteArray(); + } + + private void addTimings(ObjectNode timingsNode, String moduleName, JsonNode result) { + long totalMs = 0; + int pageCount = 0; + if (result.isArray() && result.size() > 0) { + JsonNode pages = result.get(0).isArray() ? result.get(0) : result; + for (JsonNode page : pages) { + if (page.has("run_time")) { + totalMs += page.get("run_time").asLong(); + pageCount++; + } + } + } + ObjectNode timing = objectMapper.createObjectNode(); + timing.put("total_ms", totalMs); + timing.put("count", pageCount); + if (pageCount > 0) timing.put("avg_ms", totalMs / pageCount); + timingsNode.set(moduleName, timing); + } + + public String getBaseUrl() { + return baseUrl; + } + + public void shutdown() { + httpClient.dispatcher().executorService().shutdown(); + httpClient.connectionPool().evictAll(); + if (httpClient.cache() != null) { + try { httpClient.cache().close(); } catch (Exception ignored) { } + } + } + + // --- Test hooks (package-private) --- + + void invokeCallModule(byte[] pdfBytes, String moduleName) throws IOException { + this.sourcePdfShaShort = sha256ShortHex(pdfBytes); + callModule(pdfBytes, moduleName); + } + + void invokeCallImageCaptioning(byte[] pngBytes, int pageNum, int objectId) throws IOException { + callImageCaptioning(pngBytes, pageNum, objectId); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAISchemaTransformer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAISchemaTransformer.java new file mode 100644 index 0000000..c3a5b60 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomAISchemaTransformer.java @@ -0,0 +1,1352 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.node.ArrayNode; +import com.fasterxml.jackson.databind.node.JsonNodeFactory; +import com.fasterxml.jackson.databind.node.ObjectNode; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; +import org.opendataloader.pdf.entities.SemanticFootnote; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticCaption; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticNode; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.util.ArrayList; +import java.util.Collections; +import java.util.HashMap; +import java.util.LinkedHashMap; +import java.util.List; +import java.util.Map; +import java.util.TreeSet; +import java.util.logging.Level; +import java.util.logging.Logger; +import java.util.regex.Matcher; +import java.util.regex.Pattern; + +/** + * Transforms Hancom AI HOCR SDK API responses into IObject hierarchy. + * + *

    The merged JSON from {@link HancomAIClient} contains results from three modules: + *

      + *
    • {@code DOCUMENT_LAYOUT_WITH_OCR} — objects with label + bbox + ocrtext
      • + *
    • {@code TABLE_STRUCTURE_RECOGNITION} — table cells with html + bbox
      • + *
    • {@code IMAGE_CAPTIONING} — per-page captions
      • + *
    + * + *

    Label Mapping (DLA integer labels → IObject types)

    + * 
    + *   0  → DocTitle    (SemanticHeading level 1)
+ *   1  → ParaTitle   (SemanticHeading level 2)
+ *   2  → ParaText    (SemanticParagraph)
+ *   3  → ListText    (SemanticParagraph)
+ *   4  → RegionTitle (SemanticHeading level 3)
+ *   5  → Date        (currently passed through as paragraph text)
+ *   6  → OtherText   (SemanticParagraph)
+ *   7  → Regionlist  (Table/List region, handled via TABLE_STRUCTURE_RECOGNITION or as list)
+ *   8  → TableName   (SemanticCaption linked to nearest Table)
+ *   9  → Table       (handled via TABLE_STRUCTURE_RECOGNITION)
+ *  10  → Figure      (SemanticPicture)
+ *  11  → FigureName  (SemanticCaption linked to nearest Figure)
+ *  12  → Equation    (SemanticFormula)
+ *  13  → Footnote    (SemanticFootnote → FENote)
+ *  14  → PageHeader  (filtered)
+ *  15  → PageFooter  (filtered)
+ *  16  → Number      (currently passed through as paragraph text)
+ *  17  → PageNumber  (filtered)
+ *
    + * + *

    Coordinate System

    + *

    Hancom AI uses TOPLEFT origin with [left, top, right, bottom] pixel coordinates. + * OpenDataLoader uses BOTTOMLEFT origin in PDF points. Conversion requires page height + * and DPI scaling (API renders at 300 DPI → 1 pixel = 72/300 points). + */ +public class HancomAISchemaTransformer implements HybridSchemaTransformer { + + private static final Logger LOGGER = Logger.getLogger(HancomAISchemaTransformer.class.getCanonicalName()); + + private static final String BACKEND_TYPE = "hancom-ai"; + + // DLA label constants + // DLA label codes — authoritative table from the hancom-ai backend + // (0-indexed). Names mirror the backend's classification labels so + // grepping the codebase for "ParaText" or "DocTitle" matches what the + // model actually reports. + private static final int LABEL_DOC_TITLE = 0; + private static final int LABEL_PARA_TITLE = 1; + private static final int LABEL_PARA_TEXT = 2; + private static final int LABEL_LIST_TEXT = 3; + private static final int LABEL_REGION_TITLE = 4; + private static final int LABEL_DATE = 5; + private static final int LABEL_OTHER_TEXT = 6; + private static final int LABEL_REGIONLIST = 7; + private static final int LABEL_TABLE_NAME = 8; + private static final int LABEL_TABLE = 9; + private static final int LABEL_FIGURE = 10; + private static final int LABEL_FIGURE_NAME = 11; + private static final int LABEL_EQUATION = 12; + private static final int LABEL_FOOTNOTE = 13; + private static final int LABEL_PAGE_HEADER = 14; + private static final int LABEL_PAGE_FOOTER = 15; + private static final int LABEL_NUMBER = 16; + private static final int LABEL_PAGE_NUMBER = 17; + + // DPI conversion: API renders at 300 DPI, PDF uses 72 DPI + private static final double PIXEL_TO_POINT = 72.0 / 300.0; + + // Minimum intersection-over-word-area ratio for bbox matching + private static final double WORD_CELL_OVERLAP_THRESHOLD = 0.5; + + // Bullet/number prefix pattern for list items + private static final Pattern BULLET_PREFIX_PATTERN = Pattern.compile( + "^(\u2022|\u2013|\u2014|-|\\d+[.)::]|[a-zA-Z][.):])(\\s+)"); + + /** + * Holds text and bounding box for a DLA+OCR word-level object. + */ + private static class WordInfo { + final String text; + final BoundingBox bbox; + + WordInfo(String text, BoundingBox bbox) { + this.text = text; + this.bbox = bbox; + } + } + + private int pictureIndex; + private String regionlistStrategy = HybridConfig.REGIONLIST_TABLE_FIRST; + private Map elementMetadataMap = new LinkedHashMap<>(); + private Map> ocrWordsByPage = new HashMap<>(); + + @Override + public Map getElementMetadata() { + return Collections.unmodifiableMap(elementMetadataMap); + } + + @Override + public void rekeyMetadata(Map oldToNew) { + if (oldToNew == null || oldToNew.isEmpty() || elementMetadataMap.isEmpty()) return; + Map rebuilt = new LinkedHashMap<>(elementMetadataMap.size()); + for (Map.Entry entry : elementMetadataMap.entrySet()) { + Long mapped = oldToNew.get(entry.getKey()); + rebuilt.put(mapped != null ? mapped : entry.getKey(), entry.getValue()); + } + elementMetadataMap = rebuilt; + } + + @Override + public Map> getOcrWordsByPage() { + return Collections.unmodifiableMap(ocrWordsByPage); + } + + /** + * Sets the regionlist strategy for label 7 handling. + * + * @param regionlistStrategy the strategy ("table-first" or "list-only") + */ + public void setRegionlistStrategy(String regionlistStrategy) { + this.regionlistStrategy = regionlistStrategy; + } + + /** + * Gets the regionlist strategy. + * + * @return the current regionlist strategy + */ + public String getRegionlistStrategy() { + return regionlistStrategy; + } + + @Override + public String getBackendType() { + return BACKEND_TYPE; + } + + @Override + public List> transform(HybridResponse response, Map pageHeights) { + JsonNode json = response.getJson(); + if (json == null) { + LOGGER.log(Level.WARNING, "HybridResponse JSON is null"); + return Collections.emptyList(); + } + + pictureIndex = 0; + elementMetadataMap.clear(); + ocrWordsByPage.clear(); + + // Get DLA+OCR results (primary source for layout + text) + JsonNode dlaOcr = json.get("DOCUMENT_LAYOUT_WITH_OCR"); + JsonNode tables = json.get("TABLE_STRUCTURE_RECOGNITION"); + JsonNode figureCaptions = json.get("FIGURE_CAPTIONS"); + + // Determine page count from DLA results + List dlaPages = extractPages(dlaOcr); + int numPages = Math.max(dlaPages.size(), pageHeights != null ? + pageHeights.keySet().stream().mapToInt(Integer::intValue).max().orElse(0) : 0); + + // Initialize result + List> result = new ArrayList<>(numPages); + for (int i = 0; i < numPages; i++) { + result.add(new ArrayList<>()); + } + + // Build per-figure caption lookup: "pageNum:objectId" → caption + Map figureCaptionMap = buildFigureCaptionMap(figureCaptions); + + // Build map: page_number -> list of TSR table entries + // New format: TSR is an ArrayNode of per-table entries with dla_bbox + tsr sub-object + Map> tablesByPage = new LinkedHashMap<>(); + JsonNode tsrArray = json.get("TABLE_STRUCTURE_RECOGNITION"); + if (tsrArray != null && tsrArray.isArray()) { + // Check if this is new format (array of table entries with "tsr" sub-object) + // or old format (nested array of pages with "cells" directly) + boolean isNewFormat = false; + if (tsrArray.size() > 0) { + JsonNode first = tsrArray.get(0); + isNewFormat = first.isObject() && (first.has("tsr") || first.has("dla_bbox")); + } + + if (isNewFormat) { + for (JsonNode entry : tsrArray) { + int pageNum = entry.has("page_number") ? entry.get("page_number").asInt() : -1; + if (pageNum >= 0) { + tablesByPage.computeIfAbsent(pageNum, k -> new ArrayList<>()).add(entry); + } + } + } else { + // Legacy format: extract pages and wrap each in a synthetic entry + Map legacyTableByPage = extractTablePages(tsrArray); + for (Map.Entry e : legacyTableByPage.entrySet()) { + JsonNode legacyPage = e.getValue(); + // Wrap legacy page as a table entry with tsr = the page itself + // and dla_bbox derived from table_bbox (page-level coords in legacy format) + com.fasterxml.jackson.databind.node.ObjectNode syntheticEntry = + new com.fasterxml.jackson.databind.ObjectMapper().createObjectNode(); + syntheticEntry.put("page_number", e.getKey()); + JsonNode legacyTableBbox = legacyPage.get("table_bbox"); + if (legacyTableBbox != null) { + syntheticEntry.set("dla_bbox", legacyTableBbox); + } + syntheticEntry.set("tsr", legacyPage); + tablesByPage.computeIfAbsent(e.getKey(), k -> new ArrayList<>()).add(syntheticEntry); + } + } + } + + // Collect all heading heights (label 1 and 4) across all pages for level inference + Map headingHeightToLevel = buildHeadingHeightToLevelMap(dlaPages); + + // Collect per-page word info for cell-word bbox matching + Map> wordsByPage = collectWordsByPage(dlaPages, pageHeights); + + // Expose OCR word data for enrichment fallback + for (Map.Entry> entry : wordsByPage.entrySet()) { + List ocrWords = new ArrayList<>(entry.getValue().size()); + for (WordInfo wi : entry.getValue()) { + ocrWords.add(new OcrWordInfo(wi.text, wi.bbox)); + } + ocrWordsByPage.put(entry.getKey(), ocrWords); + } + + // Process DLA+OCR objects + for (int i = 0; i < dlaPages.size(); i++) { + JsonNode page = dlaPages.get(i); + int pageNumber = page.has("page_number") ? page.get("page_number").asInt() : i; + if (pageNumber >= result.size()) { + while (result.size() <= pageNumber) result.add(new ArrayList<>()); + } + + double pageHeight = getPageHeight(pageNumber, pageHeights, page); + + // Collect TSR table bboxes for this page (used by label 7 overlap check) + // Use dla_bbox (page-level coords) for overlap check, not tsr.table_bbox (crop-relative) + List tsrTableBboxes = new ArrayList<>(); + List pageTables = tablesByPage.getOrDefault(pageNumber, Collections.emptyList()); + for (JsonNode tableEntry : pageTables) { + JsonNode dlaBbox = tableEntry.get("dla_bbox"); + if (dlaBbox != null && dlaBbox.isArray() && dlaBbox.size() >= 4) { + tsrTableBboxes.add(extractBoundingBox(dlaBbox, pageNumber, pageHeight)); + } + } + + JsonNode objects = page.get("objects"); + if (objects == null || !objects.isArray()) continue; + + for (JsonNode obj : objects) { + IObject iobj = transformObject(obj, pageNumber, pageHeight, figureCaptionMap, + headingHeightToLevel, tsrTableBboxes); + + if (iobj != null) { + result.get(pageNumber).add(iobj); + } + } + + // Add tables from TABLE_STRUCTURE_RECOGNITION if available + List pageWords = wordsByPage.getOrDefault(pageNumber, Collections.emptyList()); + for (JsonNode tableEntry : pageTables) { + IObject table = transformTableEntry(tableEntry, pageNumber, pageHeight, pageWords); + if (table != null) { + result.get(pageNumber).add(table); + } + } + } + + // Sort each page by reading order (top to bottom) + for (List pageContents : result) { + pageContents.sort((a, b) -> { + double aTop = a.getBoundingBox() != null ? -a.getBoundingBox().getTopY() : 0; + double bTop = b.getBoundingBox() != null ? -b.getBoundingBox().getTopY() : 0; + int cmp = Double.compare(aTop, bTop); + if (cmp != 0) return cmp; + double aLeft = a.getBoundingBox() != null ? a.getBoundingBox().getLeftX() : 0; + double bLeft = b.getBoundingBox() != null ? b.getBoundingBox().getLeftX() : 0; + return Double.compare(aLeft, bLeft); + }); + } + + // Post-process: group consecutive ListItem objects into PDFList instances + for (int i = 0; i < result.size(); i++) { + result.set(i, groupListItems(result.get(i))); + } + + // Post-process: link SemanticCaption objects to nearest Table/Picture + for (List pageContents : result) { + linkCaptionsToFloats(pageContents); + } + + return result; + } + + @Override + public List transformPage(int pageNumber, JsonNode pageContent, double pageHeight) { + int idx = pageNumber - 1; + Map heights = new HashMap<>(); + heights.put(pageNumber, pageHeight); + + // transform() consumes the merged Hancom shape keyed by DOCUMENT_LAYOUT_WITH_OCR. + // When the caller passes a raw single-page DLA node (no wrapper), rewrap it so + // extractPages() can find it; otherwise transform() sees no pages and returns empty. + JsonNode wrapped = pageContent; + if (pageContent != null && pageContent.get("DOCUMENT_LAYOUT_WITH_OCR") == null) { + ObjectNode page = pageContent.isObject() + ? ((ObjectNode) pageContent).deepCopy() + : JsonNodeFactory.instance.objectNode(); + page.put("page_number", idx); + ArrayNode pages = JsonNodeFactory.instance.arrayNode(); + pages.add(page); + ObjectNode root = JsonNodeFactory.instance.objectNode(); + root.set("DOCUMENT_LAYOUT_WITH_OCR", pages); + wrapped = root; + } + + HybridResponse wrapper = new HybridResponse("", wrapped, Collections.emptyMap()); + List> all = transform(wrapper, heights); + if (idx >= 0 && idx < all.size()) return all.get(idx); + return all.isEmpty() ? Collections.emptyList() : all.get(0); + } + + /** + * Transforms a single DLA object to an IObject based on its label. + */ + private IObject transformObject(JsonNode obj, int pageIndex, double pageHeight, + Map figureCaptionMap, + Map headingHeightToLevel, + List tsrTableBboxes) { + int label = obj.has("label") ? obj.get("label").asInt() : -1; + + // Skip furniture + if (label == LABEL_PAGE_HEADER || label == LABEL_PAGE_FOOTER || label == LABEL_PAGE_NUMBER) { + return null; + } + + JsonNode bboxNode = obj.get("bbox"); + if (bboxNode == null || !bboxNode.isArray() || bboxNode.size() < 4) { + return null; + } + + BoundingBox bbox = extractBoundingBox(bboxNode, pageIndex, pageHeight); + String text = obj.has("ocrtext") ? obj.get("ocrtext").asText("") : ""; + + IObject iobj; + switch (label) { + case LABEL_DOC_TITLE: + iobj = createHeading(text, bbox, 1); + break; + case LABEL_PARA_TITLE: + case LABEL_REGION_TITLE: { + double pixelHeight = bboxNode.get(3).asDouble() - bboxNode.get(1).asDouble(); + int level = headingHeightToLevel.getOrDefault(pixelHeight, 2); + iobj = createHeading(text, bbox, level); + break; + } + + case LABEL_LIST_TEXT: + iobj = text.isEmpty() ? null : createListItem(text, bbox); + break; + + case LABEL_TABLE_NAME: + case LABEL_FIGURE_NAME: + iobj = text.isEmpty() ? null : createCaption(text, bbox); + break; + + case LABEL_FOOTNOTE: + iobj = text.isEmpty() ? null : createFootnote(text, bbox); + break; + + case LABEL_PARA_TEXT: + case LABEL_OTHER_TEXT: + case LABEL_DATE: + case LABEL_NUMBER: + // Date and Number are textual annotations on the page + // (e.g. "March 2024", "€42.00") — distinct from LABEL_PAGE_NUMBER + // which carries the page-number footer/header. Listing them as + // explicit cases keeps the routing intent visible and prevents + // future silent misrouting if the default branch behavior + // changes. + iobj = text.isEmpty() ? null : createParagraph(text, bbox); + break; + + case LABEL_REGIONLIST: + if (HybridConfig.REGIONLIST_LIST_ONLY.equals(regionlistStrategy)) { + // list-only: always treat as list, skip TSR check + iobj = text.isEmpty() ? null : createListFromText(text, bbox); + } else { + // table-first (default): if TSR covers it, skip (table handled separately) + if (hasOverlappingTsr(bbox, tsrTableBboxes)) return null; + // No TSR data — treat as list (parse text by newlines into ListItems) + iobj = text.isEmpty() ? null : createListFromText(text, bbox); + } + break; + + case LABEL_TABLE: + // Table regions are handled separately by transformTableEntry() via TSR + return null; + + case LABEL_FIGURE: { + // Look up per-figure caption from IMAGE_CAPTIONING + int objectId = obj.has("object_id") ? obj.get("object_id").asInt() : -1; + String key = pageIndex + ":" + objectId; + String caption = figureCaptionMap.get(key); + iobj = createPicture(bbox, caption); + break; + } + + case LABEL_EQUATION: + iobj = createFormula(text, bbox); + break; + + default: + iobj = text.isEmpty() ? null : createParagraph(text, bbox); + break; + } + + // Hancom AI DLA reports each object's overall detection score in the + // "confidence" field (numeric, 0..1). The per-word "score" entries + // inside "words" are OCR confidences, not object scores. + double aiScore = -1.0; + if (obj.has("confidence")) { + aiScore = obj.get("confidence").asDouble(-1.0); + } + + // Map AI score to correctSemanticScore (only for SemanticNode subtypes) + if (iobj instanceof SemanticNode && aiScore >= 0.0) { + ((SemanticNode) iobj).setCorrectSemanticScore(aiScore); + } + + // Produce ElementMetadata for this IObject + if (iobj != null && iobj.getRecognizedStructureId() != null) { + // Carry the raw DLA detection id so downstream tooling (evidence + // report) can line a reading-ordered node back to its DLA row + // without re-matching by bbox. Same field the FIGURE branch + // already reads — pulled out here so every label gets it. + int rawObjectId = obj.has("object_id") ? obj.get("object_id").asInt() : -1; + ElementMetadata meta = new ElementMetadata() + .setAiScore(aiScore) + .setSourceLabel(label) + .setDlaObjectId(rawObjectId); + + if (label == LABEL_PARA_TITLE || label == LABEL_REGION_TITLE) { + double pixelHeight = bboxNode.get(3).asDouble() - bboxNode.get(1).asDouble(); + meta.setHeadingInferenceMethod("bbox-height") + .setBboxHeightPx(pixelHeight); + } else if (label == LABEL_DOC_TITLE) { + meta.setHeadingInferenceMethod("fixed"); + } else if (label == LABEL_FIGURE) { + int objectId = obj.has("object_id") ? obj.get("object_id").asInt() : -1; + String key = pageIndex + ":" + objectId; + String captionText = figureCaptionMap.get(key); + if (captionText != null) { + ElementMetadata.CaptionMetadata capMeta = new ElementMetadata.CaptionMetadata(); + capMeta.setText(captionText); + capMeta.setLanguage(detectLanguage(captionText)); + meta.setCaption(capMeta); + } + } else if (label == LABEL_REGIONLIST) { + ElementMetadata.RegionlistResolution rlRes = new ElementMetadata.RegionlistResolution(); + rlRes.setStrategy(regionlistStrategy); + if (HybridConfig.REGIONLIST_LIST_ONLY.equals(regionlistStrategy)) { + rlRes.setTsrAttempted(false); + } else { + rlRes.setTsrAttempted(true); + rlRes.setTsrResult(hasOverlappingTsr(bbox, tsrTableBboxes) ? "success" : "no-cells"); + } + meta.setRegionlistResolution(rlRes); + } + + elementMetadataMap.put(iobj.getRecognizedStructureId(), meta); + } + + return iobj; + } + + /** + * Transforms a single TSR table entry to a TableBorder. + * Accepts the new per-table entry format with {@code dla_bbox} (crop origin in page pixels) + * and {@code tsr} sub-object containing cells with array-format rowspan/colspan. + * + *

    Cell bboxes are relative to the crop image. They are converted to page-level coordinates + * by adding the crop origin ({@code dla_bbox} left/top). + * + * @param tableEntry a TSR table entry with {@code dla_bbox} and {@code tsr} fields + * @param pageWords DLA+OCR word-level objects from the page for bbox matching + */ + private IObject transformTableEntry(JsonNode tableEntry, int pageIndex, double pageHeight, + List pageWords) { + JsonNode tsr = tableEntry.get("tsr"); + if (tsr == null || tsr.isEmpty()) return null; + + JsonNode cellsNode = tsr.get("cells"); + if (cellsNode == null || !cellsNode.isArray() || cellsNode.size() == 0) { + return null; + } + + // DLA bbox = crop origin in page pixels (300DPI, top-left origin) + JsonNode dlaBbox = tableEntry.get("dla_bbox"); + double cropOriginLeft = 0; + double cropOriginTop = 0; + if (dlaBbox != null && dlaBbox.isArray() && dlaBbox.size() >= 4) { + cropOriginLeft = dlaBbox.get(0).asDouble(); + cropOriginTop = dlaBbox.get(1).asDouble(); + } + + // Compute table bbox in page coordinates. dla_bbox is the padded crop + // rectangle written by HancomAIClient (after TSR_CROP_PADDING expansion + // and image-bounds clamping), so using it directly inflates the table + // and its fallback grid cells by the padding. Prefer tsr.table_bbox + // (the table's true extent in crop-local coordinates) offset by the + // crop origin; fall back to padded dla_bbox only when TSR did not + // report its own table_bbox. + BoundingBox tableBbox; + JsonNode tsrTableBbox = tsr.get("table_bbox"); + if (tsrTableBbox != null && tsrTableBbox.isArray() && tsrTableBbox.size() >= 4) { + double[] pageBbox = new double[] { + cropOriginLeft + tsrTableBbox.get(0).asDouble(), + cropOriginTop + tsrTableBbox.get(1).asDouble(), + cropOriginLeft + tsrTableBbox.get(2).asDouble(), + cropOriginTop + tsrTableBbox.get(3).asDouble() + }; + tableBbox = extractBoundingBox(createBboxNode(pageBbox), pageIndex, pageHeight); + } else if (dlaBbox != null && dlaBbox.isArray() && dlaBbox.size() >= 4) { + tableBbox = extractBoundingBox(dlaBbox, pageIndex, pageHeight); + } else { + return null; + } + + // Determine dimensions from array rowspan/colspan + int numRows = 0; + int numCols = 0; + for (JsonNode cell : cellsNode) { + JsonNode rs = cell.get("rowspan"); + JsonNode cs = cell.get("colspan"); + if (rs != null && rs.isArray()) { + for (int i = 0; i < rs.size(); i++) { + numRows = Math.max(numRows, rs.get(i).asInt() + 1); + } + } else if (rs != null && rs.isNumber()) { + // backward compat: integer format + int row = cell.has("row") ? cell.get("row").asInt() : 0; + numRows = Math.max(numRows, row + rs.asInt()); + } + if (cs != null && cs.isArray()) { + for (int i = 0; i < cs.size(); i++) { + numCols = Math.max(numCols, cs.get(i).asInt() + 1); + } + } else if (cs != null && cs.isNumber()) { + int col = cell.has("col") ? cell.get("col").asInt() : 0; + numCols = Math.max(numCols, col + cs.asInt()); + } + } + + if (numRows == 0 || numCols == 0) return null; + + TableBorder table = new TableBorder(numRows, numCols); + table.setBoundingBox(tableBbox); + table.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + + double rowHeight = (tableBbox.getTopY() - tableBbox.getBottomY()) / numRows; + double colWidth = (tableBbox.getRightX() - tableBbox.getLeftX()) / numCols; + + // Initialize rows + for (int r = 0; r < numRows; r++) { + double rowTop = tableBbox.getTopY() - (r * rowHeight); + double rowBottom = rowTop - rowHeight; + TableBorderRow borderRow = new TableBorderRow(r, numCols, 0L); + borderRow.setBoundingBox(new BoundingBox(pageIndex, + tableBbox.getLeftX(), rowBottom, tableBbox.getRightX(), rowTop)); + table.getRows()[r] = borderRow; + + for (int c = 0; c < numCols; c++) { + TableBorderCell emptyCell = new TableBorderCell(r, c, 1, 1, 0L); + emptyCell.setSemanticType(r == 0 ? SemanticType.TABLE_HEADER : SemanticType.TABLE_CELL); + emptyCell.setBoundingBox(new BoundingBox(pageIndex, + tableBbox.getLeftX() + c * colWidth, rowBottom, + tableBbox.getLeftX() + (c + 1) * colWidth, rowTop)); + table.getRows()[r].getCells()[c] = emptyCell; + } + } + + // Fill cells from API with bbox-matched word content + for (JsonNode cellNode : cellsNode) { + JsonNode rowspanArr = cellNode.get("rowspan"); + JsonNode colspanArr = cellNode.get("colspan"); + + int startRow, rowspan, startCol, colspan; + + if (rowspanArr != null && rowspanArr.isArray() && rowspanArr.size() > 0) { + startRow = rowspanArr.get(0).asInt(); + rowspan = rowspanArr.size(); + } else if (rowspanArr != null && rowspanArr.isNumber()) { + // backward compat: integer format + startRow = cellNode.has("row") ? cellNode.get("row").asInt() : 0; + rowspan = rowspanArr.asInt(); + } else { + startRow = 0; + rowspan = 1; + } + + if (colspanArr != null && colspanArr.isArray() && colspanArr.size() > 0) { + startCol = colspanArr.get(0).asInt(); + colspan = colspanArr.size(); + } else if (colspanArr != null && colspanArr.isNumber()) { + startCol = cellNode.has("col") ? cellNode.get("col").asInt() : 0; + colspan = colspanArr.asInt(); + } else { + startCol = 0; + colspan = 1; + } + + // Guard against malformed TSR JSON: negative indices or non-positive spans + // would otherwise crash TableBorderCell construction or index table.getRows() + // out of bounds below. + if (startRow < 0 || startCol < 0 || rowspan <= 0 || colspan <= 0 + || startRow >= numRows || startCol >= numCols) { + LOGGER.log(Level.FINE, + "Skipping TSR cell with invalid span: row={0}, col={1}, rowspan={2}, colspan={3}", + new Object[]{startRow, startCol, rowspan, colspan}); + continue; + } + // Clamp spans so the fill loop below never writes past the grid edge. + rowspan = Math.min(rowspan, numRows - startRow); + colspan = Math.min(colspan, numCols - startCol); + { + TableBorderCell cell = new TableBorderCell(startRow, startCol, rowspan, colspan, 0L); + cell.setSemanticType(startRow == 0 ? SemanticType.TABLE_HEADER : SemanticType.TABLE_CELL); + + // Compute cell bbox: use TSR cell bbox if available, otherwise fall back to grid + BoundingBox cellBbox; + JsonNode cellBboxNode = cellNode.get("bbox"); + if (cellBboxNode != null && cellBboxNode.isArray() && cellBboxNode.size() >= 4) { + // Convert cell bbox from crop coords to page coords by adding crop origin + double pageCellLeft = cropOriginLeft + cellBboxNode.get(0).asDouble(); + double pageCellTop = cropOriginTop + cellBboxNode.get(1).asDouble(); + double pageCellRight = cropOriginLeft + cellBboxNode.get(2).asDouble(); + double pageCellBottom = cropOriginTop + cellBboxNode.get(3).asDouble(); + + // Convert page pixels (300DPI, top-left) → PDF points (72DPI, bottom-left) + double left = pageCellLeft * PIXEL_TO_POINT; + double right = pageCellRight * PIXEL_TO_POINT; + double topY = pageHeight - (pageCellTop * PIXEL_TO_POINT); + double bottomY = pageHeight - (pageCellBottom * PIXEL_TO_POINT); + cellBbox = new BoundingBox(pageIndex, left, bottomY, right, topY); + } else { + double cellLeft = tableBbox.getLeftX() + startCol * colWidth; + double cellRight = cellLeft + colspan * colWidth; + double cellTop = tableBbox.getTopY() - startRow * rowHeight; + double cellBottom = cellTop - rowspan * rowHeight; + cellBbox = new BoundingBox(pageIndex, cellLeft, cellBottom, cellRight, cellTop); + } + cell.setBoundingBox(cellBbox); + + // Match words to this cell via bbox intersection + String matchedText = matchWordsToCell(cellBbox, pageWords); + + // Fallback to TSR text field if no words matched + if (matchedText.isEmpty()) { + String tsrText = cellNode.has("text") ? cellNode.get("text").asText("") : ""; + // Always add a paragraph (even empty) so the cell has a /K child. + // Adobe Acrobat ignores table structure when cells lack children. + cell.addContentObject(createParagraph(tsrText.isEmpty() ? "" : tsrText, cellBbox)); + } else { + cell.addContentObject(createParagraph(matchedText, cellBbox)); + } + + table.getRows()[startRow].getCells()[startCol] = cell; + + // Mark all positions covered by this cell's span with the same instance so the + // PDF emission loop in AutoTaggingProcessor.addTableRow (which skips slots where + // cell.getRowNumber()/getColNumber() don't match the current row/col) omits them. + // Otherwise the empty 1x1 placeholders at those slots would be emitted as TR + // children, producing rows whose effective column count exceeds the table's + // numCols — PDF/UA-2 clause 8.2.5.26 "Table rows shall have the same number of + // columns (taking into account column spans)". + for (int r = startRow; r < startRow + rowspan && r < numRows; r++) { + for (int c = startCol; c < startCol + colspan && c < numCols; c++) { + if (r == startRow && c == startCol) continue; + table.getRows()[r].getCells()[c] = cell; + } + } + } + } + + // Produce ElementMetadata for the table + double tableAiScore = tableEntry.has("confidence") + ? tableEntry.get("confidence").asDouble(-1.0) : -1.0; + int tableRawObjectId = tableEntry.has("object_id") + ? tableEntry.get("object_id").asInt() : -1; + ElementMetadata tableMeta = new ElementMetadata() + .setAiScore(tableAiScore) + .setSourceLabel(tableEntry.has("label") ? tableEntry.get("label").asInt() : LABEL_TABLE) + .setDlaObjectId(tableRawObjectId); + if (tsr != null) { + ElementMetadata.TsrMetadata tsrMeta = new ElementMetadata.TsrMetadata(); + tsrMeta.setNumCells(tsr.has("num_cells") ? tsr.get("num_cells").asInt() : 0); + tsrMeta.setHtml(tsr.has("html") ? tsr.get("html").asText("") : ""); + tsrMeta.setRunTimeMs(tsr.has("run_time") ? tsr.get("run_time").asLong() : 0); + tableMeta.setTsr(tsrMeta); + } + elementMetadataMap.put(table.getRecognizedStructureId(), tableMeta); + + return table; + } + + // --- Helper: cell-word bbox matching --- + + /** + * Collects per-page word info (text + bbox in PDF points) from all DLA+OCR objects. + * Uses individual word-level entries from the {@code words[]} array when available, + * falling back to object-level ocrtext + bbox otherwise. + * Excludes furniture labels (14, 15, 17). + * + *

    Word-level collection is critical for table cell-word bbox matching: + * object-level bbox covers the entire table, but individual word bboxes + * can be matched to specific cells. + */ + private Map> collectWordsByPage(List dlaPages, + Map pageHeights) { + Map> wordsByPage = new HashMap<>(); + + for (int i = 0; i < dlaPages.size(); i++) { + JsonNode page = dlaPages.get(i); + int pageNumber = page.has("page_number") ? page.get("page_number").asInt() : i; + double pageHeight = getPageHeight(pageNumber, pageHeights, page); + + JsonNode objects = page.get("objects"); + if (objects == null || !objects.isArray()) continue; + + List words = new ArrayList<>(); + for (JsonNode obj : objects) { + int label = obj.has("label") ? obj.get("label").asInt() : -1; + // Skip furniture labels + if (label == LABEL_PAGE_HEADER || label == LABEL_PAGE_FOOTER || label == LABEL_PAGE_NUMBER) { + continue; + } + + // Prefer individual words from words[] array (each has its own bbox) + JsonNode wordsArr = obj.get("words"); + if (wordsArr != null && wordsArr.isArray() && wordsArr.size() > 0) { + for (JsonNode word : wordsArr) { + String wordText = word.has("text") ? word.get("text").asText("") : ""; + if (wordText.isEmpty()) continue; + + JsonNode wordBbox = word.get("bbox"); + if (wordBbox == null || !wordBbox.isArray() || wordBbox.size() < 4) continue; + + // Word bbox is 8-point polygon [x1,y1,x2,y2,x3,y3,x4,y4] or 4-point [l,t,r,b] + // Convert to [left, top, right, bottom] in 300DPI pixels + double[] ltrb = wordBboxToLTRB(wordBbox); + JsonNode syntheticBbox = createBboxNode(ltrb); + BoundingBox bbox = extractBoundingBox(syntheticBbox, pageNumber, pageHeight); + words.add(new WordInfo(wordText, bbox)); + } + } else { + // Fallback: use object-level ocrtext + bbox + String text = obj.has("ocrtext") ? obj.get("ocrtext").asText("") : ""; + if (text.isEmpty()) continue; + + JsonNode bboxNode = obj.get("bbox"); + if (bboxNode == null || !bboxNode.isArray() || bboxNode.size() < 4) continue; + + BoundingBox bbox = extractBoundingBox(bboxNode, pageNumber, pageHeight); + words.add(new WordInfo(text, bbox)); + } + } + + if (!words.isEmpty()) { + wordsByPage.put(pageNumber, words); + } + } + + return wordsByPage; + } + + /** + * Converts word bbox from 8-point polygon [x1,y1,x2,y2,x3,y3,x4,y4] or + * 4-point [left,top,right,bottom] to [left, top, right, bottom]. + */ + private static double[] wordBboxToLTRB(JsonNode wordBbox) { + if (wordBbox.size() >= 8) { + // 8-point polygon: find min/max of x and y coordinates + double minX = Double.MAX_VALUE, minY = Double.MAX_VALUE; + double maxX = -Double.MAX_VALUE, maxY = -Double.MAX_VALUE; + for (int j = 0; j < wordBbox.size(); j += 2) { + double x = wordBbox.get(j).asDouble(); + double y = wordBbox.get(j + 1).asDouble(); + minX = Math.min(minX, x); + minY = Math.min(minY, y); + maxX = Math.max(maxX, x); + maxY = Math.max(maxY, y); + } + return new double[]{minX, minY, maxX, maxY}; + } else { + // 4-point: [left, top, right, bottom] + return new double[]{ + wordBbox.get(0).asDouble(), wordBbox.get(1).asDouble(), + wordBbox.get(2).asDouble(), wordBbox.get(3).asDouble() + }; + } + } + + private JsonNode createBboxNode(double[] ltrb) { + com.fasterxml.jackson.databind.node.ArrayNode arr = + new com.fasterxml.jackson.databind.ObjectMapper().createArrayNode(); + for (double v : ltrb) arr.add(v); + return arr; + } + + /** + * Matches DLA+OCR words to a cell by bbox intersection. + * A word belongs to a cell if intersection_area / word_area > 0.5. + * Matched words are sorted by reading order (top-to-bottom, left-to-right) and joined with space. + * + * @return joined text of matched words, or empty string if no matches + */ + private String matchWordsToCell(BoundingBox cellBbox, List pageWords) { + if (pageWords == null || pageWords.isEmpty()) { + return ""; + } + + List matched = new ArrayList<>(); + for (WordInfo word : pageWords) { + double wordArea = bboxArea(word.bbox); + if (wordArea <= 0) continue; + + double intersection = bboxIntersectionArea(cellBbox, word.bbox); + if (intersection / wordArea > WORD_CELL_OVERLAP_THRESHOLD) { + matched.add(word); + } + } + + if (matched.isEmpty()) { + return ""; + } + + // Sort by reading order: top-to-bottom (descending topY), then left-to-right + matched.sort((a, b) -> { + int cmp = Double.compare(b.bbox.getTopY(), a.bbox.getTopY()); // higher topY = higher on page + if (cmp != 0) return cmp; + return Double.compare(a.bbox.getLeftX(), b.bbox.getLeftX()); + }); + + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < matched.size(); i++) { + if (i > 0) sb.append(' '); + sb.append(matched.get(i).text); + } + return sb.toString(); + } + + /** + * Computes the intersection area of two bounding boxes (both in PDF points, bottom-left origin). + */ + private double bboxIntersectionArea(BoundingBox a, BoundingBox b) { + double left = Math.max(a.getLeftX(), b.getLeftX()); + double right = Math.min(a.getRightX(), b.getRightX()); + double bottom = Math.max(a.getBottomY(), b.getBottomY()); + double top = Math.min(a.getTopY(), b.getTopY()); + if (left >= right || bottom >= top) return 0.0; + return (right - left) * (top - bottom); + } + + /** + * Computes the area of a bounding box. + */ + private double bboxArea(BoundingBox b) { + double w = b.getRightX() - b.getLeftX(); + double h = b.getTopY() - b.getBottomY(); + return (w > 0 && h > 0) ? w * h : 0.0; + } + + // --- Helper: TSR overlap check for label 7 --- + + /** + * Checks if any TSR table bbox overlaps with the given region bbox by more than 50%. + * Used to determine if a label 7 (Regionlist/Table) region is already covered by TSR data. + */ + private boolean hasOverlappingTsr(BoundingBox regionBbox, List tsrTableBboxes) { + if (tsrTableBboxes == null || tsrTableBboxes.isEmpty()) return false; + + double regionArea = bboxArea(regionBbox); + if (regionArea <= 0) return false; + + for (BoundingBox tsrBbox : tsrTableBboxes) { + double intersection = bboxIntersectionArea(regionBbox, tsrBbox); + if (intersection / regionArea > WORD_CELL_OVERLAP_THRESHOLD) { + return true; + } + } + return false; + } + + /** + * Creates a PDFList from text by splitting on newlines. + * Each non-empty line becomes a ListItem with bullet detection. + */ + private PDFList createListFromText(String text, BoundingBox bbox) { + String[] lines = text.split("\n"); + List items = new ArrayList<>(); + + int lineCount = 0; + for (String line : lines) { + String trimmed = line.trim(); + if (trimmed.isEmpty()) continue; + lineCount++; + } + + // Compute approximate per-item height + double itemHeight = (lineCount > 0 && bbox != null) + ? (bbox.getTopY() - bbox.getBottomY()) / lineCount : 0; + + int index = 0; + for (String line : lines) { + String trimmed = line.trim(); + if (trimmed.isEmpty()) continue; + + // Approximate per-line bbox + BoundingBox itemBbox = bbox != null + ? new BoundingBox(bbox.getPageNumber(), + bbox.getLeftX(), bbox.getTopY() - (index + 1) * itemHeight, + bbox.getRightX(), bbox.getTopY() - index * itemHeight) + : new BoundingBox(); + + items.add(createListItem(trimmed, itemBbox)); + index++; + } + + if (items.isEmpty()) return null; + + return buildPDFList(items); + } + + // --- Helper: heading level inference --- + + /** + * Collects all label 1 (heading) and label 4 (subheading) bbox heights across all pages, + * then assigns heading levels H2~H6 based on descending height order. + * + *

    Taller bbox = bigger font = higher level (H2). + * Shorter bbox = smaller font = lower level (H3, H4, ...). + * Same height = same level. Capped at H6. + * Single unique height defaults to H2. + * + * @return map from pixel height to heading level (2~6) + */ + private Map buildHeadingHeightToLevelMap(List dlaPages) { + // Collect unique heights using TreeSet (natural descending order via reverseOrder) + TreeSet uniqueHeights = new TreeSet<>(Collections.reverseOrder()); + + for (JsonNode page : dlaPages) { + JsonNode objects = page.get("objects"); + if (objects == null || !objects.isArray()) continue; + + for (JsonNode obj : objects) { + int label = obj.has("label") ? obj.get("label").asInt() : -1; + if (label != LABEL_PARA_TITLE && label != LABEL_REGION_TITLE) continue; + + JsonNode bboxNode = obj.get("bbox"); + if (bboxNode == null || !bboxNode.isArray() || bboxNode.size() < 4) continue; + + double pixelHeight = bboxNode.get(3).asDouble() - bboxNode.get(1).asDouble(); + if (pixelHeight > 0) { + uniqueHeights.add(pixelHeight); + } + } + } + + // Assign levels: tallest → H2, next → H3, ... capped at H6 + Map heightToLevel = new HashMap<>(); + int level = 2; + for (Double height : uniqueHeights) { + heightToLevel.put(height, Math.min(level, 6)); + level++; + } + + return heightToLevel; + } + + // --- Helper: extract pages from RESULT --- + + private List extractPages(JsonNode moduleResult) { + List pages = new ArrayList<>(); + if (moduleResult == null || !moduleResult.isArray()) return pages; + + // RESULT is [[page0, page1, ...]] (nested array) + JsonNode inner = moduleResult.size() > 0 && moduleResult.get(0).isArray() + ? moduleResult.get(0) : moduleResult; + + for (JsonNode page : inner) { + if (page.isObject()) { + pages.add(page); + } + } + return pages; + } + + /** + * Builds a lookup map from FIGURE_CAPTIONS: "pageNumber:objectId" → caption text. + */ + private Map buildFigureCaptionMap(JsonNode figureCaptions) { + Map map = new HashMap<>(); + if (figureCaptions == null || !figureCaptions.isArray()) return map; + + for (JsonNode cap : figureCaptions) { + int pageNum = cap.has("page_number") ? cap.get("page_number").asInt() : -1; + int objectId = cap.has("object_id") ? cap.get("object_id").asInt() : -1; + String caption = cap.has("caption") ? cap.get("caption").asText("") : ""; + if (pageNum >= 0 && objectId >= 0 && !caption.isEmpty()) { + map.put(pageNum + ":" + objectId, caption); + } + } + return map; + } + + /** + * Extracts table pages from legacy TSR format (nested array). + * Used only for backward compatibility with old TSR format. + */ + private Map extractTablePages(JsonNode tableResult) { + Map map = new HashMap<>(); + if (tableResult == null) return map; + + for (JsonNode page : extractPages(tableResult)) { + int pageNum = page.has("page_number") ? page.get("page_number").asInt() : -1; + if (pageNum >= 0) { + map.put(pageNum, page); + } + } + return map; + } + + // --- Helper: page height --- + + private double getPageHeight(int pageNumber, Map pageHeights, JsonNode page) { + // pageHeights uses 1-indexed keys + Double h = pageHeights != null ? pageHeights.get(pageNumber + 1) : null; + if (h != null) return h; + + // Derive from image dimensions (API renders at 300 DPI) + if (page.has("image_height")) { + return page.get("image_height").asDouble() * PIXEL_TO_POINT; + } + return 842.0; // A4 default + } + + // --- Helper: coordinate conversion --- + + /** + * Converts from Hancom AI pixel coordinates [left, top, right, bottom] (TOPLEFT origin, 300 DPI) + * to OpenDataLoader PDF points (BOTTOMLEFT origin, 72 DPI). + */ + private BoundingBox extractBoundingBox(JsonNode bboxNode, int pageIndex, double pageHeight) { + double pixLeft = bboxNode.get(0).asDouble(); + double pixTop = bboxNode.get(1).asDouble(); + double pixRight = bboxNode.get(2).asDouble(); + double pixBottom = bboxNode.get(3).asDouble(); + + // Pixel → PDF points + double left = pixLeft * PIXEL_TO_POINT; + double right = pixRight * PIXEL_TO_POINT; + + // TOPLEFT → BOTTOMLEFT + double topY = pageHeight - (pixTop * PIXEL_TO_POINT); + double bottomY = pageHeight - (pixBottom * PIXEL_TO_POINT); + + return new BoundingBox(pageIndex, left, bottomY, right, topY); + } + + // --- Helper: IObject creation --- + + private SemanticParagraph createParagraph(String text, BoundingBox bbox) { + TextChunk textChunk = new TextChunk(bbox, text, 12.0, 12.0); + textChunk.adjustSymbolEndsToBoundingBox(null); + TextLine textLine = new TextLine(textChunk); + + SemanticParagraph paragraph = new SemanticParagraph(); + paragraph.add(textLine); + paragraph.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + paragraph.setCorrectSemanticScore(1.0); + return paragraph; + } + + private SemanticHeading createHeading(String text, BoundingBox bbox, int level) { + TextChunk textChunk = new TextChunk(bbox, text, 12.0, 12.0); + textChunk.adjustSymbolEndsToBoundingBox(null); + TextLine textLine = new TextLine(textChunk); + + SemanticHeading heading = new SemanticHeading(); + heading.add(textLine); + heading.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + heading.setHeadingLevel(level); + heading.setCorrectSemanticScore(1.0); + return heading; + } + + private SemanticPicture createPicture(BoundingBox bbox, String caption) { + SemanticPicture picture = new SemanticPicture(bbox, ++pictureIndex, caption); + picture.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + return picture; + } + + private SemanticFormula createFormula(String text, BoundingBox bbox) { + SemanticFormula formula = new SemanticFormula(bbox, text); + formula.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + return formula; + } + + private SemanticCaption createCaption(String text, BoundingBox bbox) { + TextChunk textChunk = new TextChunk(bbox, text, 12.0, 12.0); + textChunk.adjustSymbolEndsToBoundingBox(null); + TextLine textLine = new TextLine(textChunk); + SemanticCaption caption = new SemanticCaption(); + caption.add(textLine); + caption.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + caption.setCorrectSemanticScore(1.0); + return caption; + } + + private SemanticFootnote createFootnote(String text, BoundingBox bbox) { + TextChunk textChunk = new TextChunk(bbox, text, 12.0, 12.0); + textChunk.adjustSymbolEndsToBoundingBox(null); + TextLine textLine = new TextLine(textChunk); + SemanticFootnote footnote = new SemanticFootnote(); + footnote.add(textLine); + footnote.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + footnote.setCorrectSemanticScore(1.0); + return footnote; + } + + private ListItem createListItem(String text, BoundingBox bbox) { + TextChunk textChunk = new TextChunk(bbox, text, 12.0, 12.0); + textChunk.adjustSymbolEndsToBoundingBox(null); + TextLine textLine = new TextLine(textChunk); + + ListItem item = new ListItem(bbox, StaticLayoutContainers.incrementContentId()); + item.add(textLine); + item.setLabelLength(detectBulletPrefixLength(text)); + return item; + } + + // --- Helper: caption-float linking post-processing --- + + /** + * Links each {@link SemanticCaption} to the nearest Table or Picture on the same page + * by setting {@code linkedContentId} to the float's {@code recognizedStructureId}. + */ + private void linkCaptionsToFloats(List pageContents) { + List captions = new ArrayList<>(); + List floats = new ArrayList<>(); + for (IObject obj : pageContents) { + if (obj instanceof SemanticCaption) { + captions.add((SemanticCaption) obj); + } + if (obj instanceof TableBorder || obj instanceof SemanticPicture) { + floats.add(obj); + } + } + for (SemanticCaption cap : captions) { + IObject nearest = findNearestFloat(cap, floats); + if (nearest != null) { + cap.setLinkedContentId(nearest.getRecognizedStructureId()); + } + } + } + + /** + * Finds the float (Table or Picture) nearest to the caption by center Y distance. + */ + private IObject findNearestFloat(SemanticCaption caption, List floats) { + if (floats.isEmpty() || caption.getBoundingBox() == null) { + return null; + } + double captionCenterY = caption.getBoundingBox().getCenterY(); + IObject nearest = null; + double minDist = Double.MAX_VALUE; + for (IObject f : floats) { + if (f.getBoundingBox() == null) continue; + double dist = Math.abs(f.getBoundingBox().getCenterY() - captionCenterY); + if (dist < minDist) { + minDist = dist; + nearest = f; + } + } + return nearest; + } + + // --- Helper: list grouping post-processing --- + + /** + * Groups consecutive {@link ListItem} objects into {@link PDFList} instances. + * Any non-ListItem object breaks the current run and starts a new list. + */ + private List groupListItems(List pageContents) { + List grouped = new ArrayList<>(); + List currentRun = new ArrayList<>(); + + for (IObject obj : pageContents) { + if (obj instanceof ListItem) { + currentRun.add((ListItem) obj); + } else { + if (!currentRun.isEmpty()) { + grouped.add(buildPDFList(currentRun)); + currentRun = new ArrayList<>(); + } + grouped.add(obj); + } + } + + // Flush remaining run + if (!currentRun.isEmpty()) { + grouped.add(buildPDFList(currentRun)); + } + + return grouped; + } + + /** + * Builds a {@link PDFList} from a run of {@link ListItem} objects. + * Computes union bounding box and assigns a structure ID. + */ + private PDFList buildPDFList(List items) { + PDFList list = new PDFList(); + list.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + + // Carry forward item-level metadata to the new PDFList ID. DocumentProcessor + // .remapMetadataToContents() keys on top-level content IDs, and grouping + // replaces top-level ListItems with this PDFList — without this copy, the + // list's source label / confidence / regionlist-resolution provenance is + // dropped from the final JSON. + if (!items.isEmpty()) { + Long firstItemId = items.get(0).getRecognizedStructureId(); + ElementMetadata firstItemMeta = firstItemId != null + ? elementMetadataMap.get(firstItemId) + : null; + if (firstItemMeta != null) { + elementMetadataMap.put(list.getRecognizedStructureId(), firstItemMeta); + } + } + + double minLeft = Double.MAX_VALUE; + double minBottom = Double.MAX_VALUE; + double maxRight = -Double.MAX_VALUE; + double maxTop = -Double.MAX_VALUE; + int pageNumber = 0; + + for (ListItem item : items) { + list.add(item); + BoundingBox itemBbox = item.getBoundingBox(); + if (itemBbox != null) { + pageNumber = itemBbox.getPageNumber(); + minLeft = Math.min(minLeft, itemBbox.getLeftX()); + minBottom = Math.min(minBottom, itemBbox.getBottomY()); + maxRight = Math.max(maxRight, itemBbox.getRightX()); + maxTop = Math.max(maxTop, itemBbox.getTopY()); + } + } + + if (minLeft != Double.MAX_VALUE) { + list.setBoundingBox(new BoundingBox(pageNumber, minLeft, minBottom, maxRight, maxTop)); + } + + return list; + } + + /** + * Simple language detection heuristic: if the text contains any CJK character, returns "ko"; + * otherwise returns "en". + */ + static String detectLanguage(String text) { + if (text == null) return "en"; + for (int i = 0; i < text.length(); i++) { + char c = text.charAt(i); + if (Character.UnicodeScript.of(c) == Character.UnicodeScript.HANGUL + || Character.UnicodeScript.of(c) == Character.UnicodeScript.HAN + || Character.UnicodeScript.of(c) == Character.UnicodeScript.HIRAGANA + || Character.UnicodeScript.of(c) == Character.UnicodeScript.KATAKANA) { + return "ko"; + } + } + return "en"; + } + + /** + * Detects bullet/number prefix in text and returns its length (including trailing space). + * Returns 0 if no bullet prefix is found. + */ + static int detectBulletPrefixLength(String text) { + if (text == null || text.isEmpty()) { + return 0; + } + Matcher matcher = BULLET_PREFIX_PATTERN.matcher(text); + if (matcher.find()) { + return matcher.end(); + } + return 0; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomClient.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomClient.java new file mode 100644 index 0000000..1ee91fd --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomClient.java @@ -0,0 +1,306 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import okhttp3.MediaType; +import okhttp3.MultipartBody; +import okhttp3.OkHttpClient; +import okhttp3.Request; +import okhttp3.RequestBody; +import okhttp3.Response; +import okhttp3.ResponseBody; + +import java.io.IOException; +import java.util.concurrent.CompletableFuture; +import java.util.concurrent.TimeUnit; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * HTTP client for Hancom Document AI API. + * + *

    This client communicates with the Hancom Document AI backend service + * for PDF processing. The workflow is: + *

      + *
    1. Upload PDF file to /v1/dl/files/upload
      2. + *
    2. Request visual info extraction from /v1/dl/files/{fileId}/visualinfo
      3. + *
    3. Delete the file from server after processing
      4. + *
    + * + *

    The client ensures cleanup (file deletion) even when processing fails. + * + * @see HybridClient + * @see HybridConfig + */ +public class HancomClient implements HybridClient { + + private static final Logger LOGGER = Logger.getLogger(HancomClient.class.getCanonicalName()); + + /** Default URL for Hancom Document AI API. */ + public static final String DEFAULT_URL = "https://dataloader.cloud.hancom.com/studio-lite/api"; + + private static final String UPLOAD_ENDPOINT = "/v1/dl/files/upload"; + private static final String VISUALINFO_ENDPOINT = "/v1/dl/files/%s/visualinfo"; + private static final String DELETE_ENDPOINT = "/v1/dl/files/%s"; + + private static final String DEFAULT_FILENAME = "document.pdf"; + private static final MediaType MEDIA_TYPE_PDF = MediaType.parse("application/pdf"); + + // Query parameters for visualinfo + private static final String ENGINE = "pdf_ai_dl"; + private static final String DLA_MODE = "ENABLED"; + private static final String OCR_MODE = "FORCE"; + + private static final int HEALTH_CHECK_TIMEOUT_MS = 3000; + + private final String baseUrl; + private final OkHttpClient httpClient; + private final ObjectMapper objectMapper; + + /** + * Creates a new HancomClient with the specified configuration. + * + * @param config The hybrid configuration containing URL and timeout settings. + */ + public HancomClient(HybridConfig config) { + String effectiveUrl = config.getEffectiveUrl("hancom"); + this.baseUrl = effectiveUrl != null ? normalizeUrl(effectiveUrl) : DEFAULT_URL; + this.objectMapper = new ObjectMapper(); + this.httpClient = new OkHttpClient.Builder() + .connectTimeout(config.getTimeoutMs(), TimeUnit.MILLISECONDS) + .readTimeout(config.getTimeoutMs(), TimeUnit.MILLISECONDS) + .writeTimeout(config.getTimeoutMs(), TimeUnit.MILLISECONDS) + .build(); + } + + /** + * Creates a new HancomClient with a custom OkHttpClient (for testing). + * + * @param baseUrl The base URL of the Hancom API. + * @param httpClient The OkHttp client to use for requests. + * @param objectMapper The Jackson ObjectMapper for JSON parsing. + */ + HancomClient(String baseUrl, OkHttpClient httpClient, ObjectMapper objectMapper) { + this.baseUrl = normalizeUrl(baseUrl); + this.httpClient = httpClient; + this.objectMapper = objectMapper; + } + + @Override + public void checkAvailability() throws IOException { + OkHttpClient healthClient = httpClient.newBuilder() + .connectTimeout(HEALTH_CHECK_TIMEOUT_MS, TimeUnit.MILLISECONDS) + .readTimeout(HEALTH_CHECK_TIMEOUT_MS, TimeUnit.MILLISECONDS) + .build(); + + Request request = new Request.Builder() + .url(baseUrl) + .head() + .build(); + + try (Response response = healthClient.newCall(request).execute()) { + // Any HTTP response (including 4xx/5xx) means the server is reachable. + // Hancom API requires authentication for all endpoints, so a 401/403 + // is expected and still proves connectivity. + } catch (IOException e) { + throw new IOException( + "Hybrid server is not available at " + baseUrl + "\n" + + "Please check the server URL and ensure the Hancom API is accessible.\n" + + "Or pass --hybrid-fallback to fall back to Java-only output for this run.\n" + + "Or run without --hybrid flag for Java-only processing.", e); + } + } + + @Override + public HybridResponse convert(HybridRequest request) throws IOException { + String fileId = null; + try { + // Step 1: Upload PDF + fileId = uploadFile(request.getPdfBytes()); + LOGGER.log(Level.FINE, "Uploaded file with ID: {0}", fileId); + + // Step 2: Get visual info + JsonNode visualInfo = getVisualInfo(fileId); + LOGGER.log(Level.FINE, "Retrieved visual info for file: {0}", fileId); + + return new HybridResponse(null, visualInfo, null); + } finally { + // Step 3: Always cleanup + if (fileId != null) { + deleteFile(fileId); + } + } + } + + @Override + public CompletableFuture convertAsync(HybridRequest request) { + return CompletableFuture.supplyAsync(() -> { + try { + return convert(request); + } catch (IOException e) { + throw new IllegalStateException("Failed to convert", e); + } + }); + } + + /** + * Gets the base URL of this client. + * + * @return The base URL. + */ + public String getBaseUrl() { + return baseUrl; + } + + /** + * Uploads a PDF file to the Hancom API. + * + * @param pdfBytes The PDF file bytes. + * @return The file ID assigned by the server. + * @throws IOException If the upload fails. + */ + private String uploadFile(byte[] pdfBytes) throws IOException { + MultipartBody requestBody = new MultipartBody.Builder() + .setType(MultipartBody.FORM) + .addFormDataPart("file", DEFAULT_FILENAME, + RequestBody.create(pdfBytes, MEDIA_TYPE_PDF)) + .build(); + + Request request = new Request.Builder() + .url(baseUrl + UPLOAD_ENDPOINT) + .post(requestBody) + .build(); + + try (Response response = httpClient.newCall(request).execute()) { + if (!response.isSuccessful()) { + ResponseBody body = response.body(); + String bodyStr = body != null ? body.string() : ""; + throw new IOException("Hancom upload failed with status " + response.code() + ": " + bodyStr); + } + + ResponseBody body = response.body(); + if (body == null) { + throw new IOException("Empty response body from upload"); + } + + JsonNode root = objectMapper.readTree(body.string()); + // Response format: {"codeNum":0,"code":"file.upload.success","data":{"fileId":"...",...}} + JsonNode dataNode = root.get("data"); + if (dataNode == null) { + throw new IOException("Invalid upload response: missing data field"); + } + JsonNode fileIdNode = dataNode.get("fileId"); + if (fileIdNode == null || !fileIdNode.isTextual()) { + throw new IOException("Invalid upload response: missing fileId in data"); + } + + return fileIdNode.asText(); + } + } + + /** + * Retrieves visual info for an uploaded file. + * + * @param fileId The file ID from upload. + * @return The visual info JSON response. + * @throws IOException If the request fails. + */ + private JsonNode getVisualInfo(String fileId) throws IOException { + String url = baseUrl + String.format(VISUALINFO_ENDPOINT, fileId) + + "?engine=" + ENGINE + + "&dlaMode=" + DLA_MODE + + "&ocrMode=" + OCR_MODE; + + Request request = new Request.Builder() + .url(url) + .get() + .build(); + + try (Response response = httpClient.newCall(request).execute()) { + if (!response.isSuccessful()) { + ResponseBody body = response.body(); + String bodyStr = body != null ? body.string() : ""; + throw new IOException("Hancom visualinfo failed with status " + response.code() + ": " + bodyStr); + } + + ResponseBody body = response.body(); + if (body == null) { + throw new IOException("Empty response body from visualinfo"); + } + + return objectMapper.readTree(body.string()); + } + } + + /** + * Deletes an uploaded file from the server. + * + *

    This method silently ignores any errors to ensure cleanup + * doesn't interfere with the main processing result. + * + * @param fileId The file ID to delete. + */ + private void deleteFile(String fileId) { + String url = baseUrl + String.format(DELETE_ENDPOINT, fileId); + + Request request = new Request.Builder() + .url(url) + .delete() + .build(); + + try (Response response = httpClient.newCall(request).execute()) { + if (response.isSuccessful()) { + LOGGER.log(Level.FINE, "Deleted file: {0}", fileId); + } else { + LOGGER.log(Level.WARNING, "Failed to delete file {0}: {1}", + new Object[]{fileId, response.code()}); + } + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Error deleting file " + fileId, e); + } + } + + /** + * Normalizes a URL by removing trailing slashes. + */ + private static String normalizeUrl(String url) { + if (url != null && url.endsWith("/")) { + return url.substring(0, url.length() - 1); + } + return url; + } + + /** + * Shuts down the HTTP client and releases all resources. + * + *

    This gracefully shuts down the dispatcher's executor service, + * allowing the JVM to exit cleanly. Idle connections are evicted + * from the connection pool. + */ + public void shutdown() { + httpClient.dispatcher().executorService().shutdown(); + httpClient.connectionPool().evictAll(); + if (httpClient.cache() != null) { + try { + httpClient.cache().close(); + } catch (Exception ignored) { + // Ignore cache close errors + } + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomSchemaTransformer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomSchemaTransformer.java new file mode 100644 index 0000000..8084eb7 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomSchemaTransformer.java @@ -0,0 +1,554 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.util.ArrayList; +import java.util.Collections; +import java.util.Comparator; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * Transforms Hancom VisualInfoDto JSON output to OpenDataLoader IObject hierarchy. + * + *

    This transformer handles the Hancom Document AI response format and converts + * its elements (PARAGRAPH, HEADING, TABLE, FIGURE, etc.) to the equivalent IObject + * types used by OpenDataLoader's downstream processors and generators. + * + *

    Schema Mapping

    + *
      + *
    • PARAGRAPH → SemanticParagraph
      • + *
    • HEADING → SemanticHeading
      • + *
    • TABLE → TableBorder with rows and cells
      • + *
    • FIGURE → SemanticPicture
      • + *
    • FORMULA → SemanticFormula
      • + *
    • LIST_ITEM → SemanticParagraph
      • + *
    • PAGE_HEADER, PAGE_FOOTER → Filtered out (furniture)
      • + *
    + * + *

    Coordinate System

    + *

    Hancom uses TOPLEFT origin with (left, top, width, height) format. + * OpenDataLoader uses BOTTOMLEFT origin with (left, bottom, right, top) format. + * This transformer handles the coordinate conversion. + * + *

    Thread Safety

    + *

    This class is NOT thread-safe. The {@code transform()} method resets + * internal state (pictureIndex) at the start of each call. Concurrent calls + * to transform() on the same instance may produce incorrect results. + * Use separate instances for concurrent transformations. + */ +public class HancomSchemaTransformer implements HybridSchemaTransformer { + + private static final Logger LOGGER = Logger.getLogger(HancomSchemaTransformer.class.getCanonicalName()); + + private static final String BACKEND_TYPE = "hancom"; + + // Picture index counter (reset per transform call) + private int pictureIndex; + + // Hancom element types + private static final String TYPE_PARAGRAPH = "PARAGRAPH"; + private static final String TYPE_HEADING = "HEADING"; + private static final String TYPE_TABLE = "TABLE"; + private static final String TYPE_FIGURE = "FIGURE"; + private static final String TYPE_FORMULA = "FORMULA"; + private static final String TYPE_LIST_ITEM = "LIST_ITEM"; + private static final String TYPE_PAGE_HEADER = "PAGE_HEADER"; + private static final String TYPE_PAGE_FOOTER = "PAGE_FOOTER"; + + @Override + public String getBackendType() { + return BACKEND_TYPE; + } + + @Override + public List> transform(HybridResponse response, Map pageHeights) { + JsonNode json = response.getJson(); + if (json == null) { + LOGGER.log(Level.WARNING, "HybridResponse JSON is null, returning empty result"); + return Collections.emptyList(); + } + + // Reset picture index for each transform call + pictureIndex = 0; + + // Determine number of pages + int numPages = determinePageCount(json, pageHeights); + + // Initialize result list + List> result = new ArrayList<>(numPages); + for (int i = 0; i < numPages; i++) { + result.add(new ArrayList<>()); + } + + // Transform elements + JsonNode elements = json.get("elements"); + if (elements != null && elements.isArray()) { + for (JsonNode element : elements) { + transformElement(element, result, pageHeights); + } + } + + // Sort each page's contents by reading order (top to bottom, left to right) + for (List pageContents : result) { + sortByReadingOrder(pageContents); + } + + return result; + } + + @Override + public List transformPage(int pageNumber, JsonNode pageContent, double pageHeight) { + Map pageHeights = new HashMap<>(); + pageHeights.put(pageNumber, pageHeight); + + // Create a wrapper response with just this page's content + HybridResponse singlePageResponse = new HybridResponse("", pageContent, Collections.emptyMap()); + List> result = transform(singlePageResponse, pageHeights); + + if (result.isEmpty()) { + return Collections.emptyList(); + } + + // Find the page in the result (pageIndex is 0-based, pageNumber is 1-based) + int pageIndex = pageNumber - 1; + if (pageIndex >= 0 && pageIndex < result.size()) { + return result.get(pageIndex); + } + + // If result has content but page index doesn't match, return first page + if (!result.isEmpty() && !result.get(0).isEmpty()) { + return result.get(0); + } + + return Collections.emptyList(); + } + + /** + * Determines the number of pages from the JSON response. + */ + private int determinePageCount(JsonNode json, Map pageHeights) { + // First check pageHeights if provided + if (pageHeights != null && !pageHeights.isEmpty()) { + return pageHeights.keySet().stream().mapToInt(Integer::intValue).max().orElse(0); + } + + // Check pageSizes array + JsonNode pageSizes = json.get("pageSizes"); + if (pageSizes != null && pageSizes.isArray()) { + return pageSizes.size(); + } + + // Scan elements for max pageIndex + return scanElementsForPageCount(json); + } + + /** + * Scans elements to determine page count. + */ + private int scanElementsForPageCount(JsonNode json) { + int maxPage = 0; + + JsonNode elements = json.get("elements"); + if (elements != null && elements.isArray()) { + for (JsonNode element : elements) { + JsonNode pageIndex = element.get("pageIndex"); + if (pageIndex != null && pageIndex.isInt()) { + maxPage = Math.max(maxPage, pageIndex.asInt() + 1); // pageIndex is 0-based + } + } + } + + return Math.max(maxPage, 1); // At least 1 page + } + + /** + * Transforms a single Hancom element to an IObject. + */ + private void transformElement(JsonNode element, List> result, Map pageHeights) { + // Get category type + JsonNode category = element.get("category"); + if (category == null) { + LOGGER.log(Level.FINE, "Element missing category, skipping"); + return; + } + + String type = getTextValue(category, "type"); + if (type == null) { + LOGGER.log(Level.FINE, "Element category missing type, skipping"); + return; + } + + // Skip furniture elements (page headers/footers) + if (TYPE_PAGE_HEADER.equals(type) || TYPE_PAGE_FOOTER.equals(type)) { + return; + } + + // Get page index (0-based) + int pageIndex = element.has("pageIndex") ? element.get("pageIndex").asInt() : 0; + + // Ensure result list is large enough + while (result.size() <= pageIndex) { + result.add(new ArrayList<>()); + } + + // Get bounding box + JsonNode bboxNode = element.get("bbox"); + if (bboxNode == null) { + LOGGER.log(Level.FINE, "Element missing bbox, skipping"); + return; + } + + // Get page height for coordinate conversion + Double pageHeight = pageHeights != null ? pageHeights.get(pageIndex + 1) : null; + if (pageHeight == null) { + // Try to get from pageSizes + pageHeight = 842.0; // Default A4 height + } + + BoundingBox bbox = extractBoundingBox(bboxNode, pageIndex, pageHeight); + + // Get content + JsonNode contentNode = element.get("content"); + String text = contentNode != null ? getTextValue(contentNode, "text") : null; + if (text == null) { + text = ""; + } + + // Create appropriate IObject based on type + IObject object = null; + + switch (type) { + case TYPE_PARAGRAPH: + case TYPE_LIST_ITEM: + object = createParagraph(text, bbox); + break; + case TYPE_HEADING: + object = createHeading(text, bbox); + break; + case TYPE_TABLE: + object = transformTable(element, bbox, pageIndex, pageHeight); + break; + case TYPE_FIGURE: + object = createPicture(bbox); + break; + case TYPE_FORMULA: + object = createFormula(text, bbox); + break; + default: + // Unknown type, treat as paragraph if has text + if (!text.isEmpty()) { + object = createParagraph(text, bbox); + } + break; + } + + if (object != null) { + result.get(pageIndex).add(object); + } + } + + /** + * Creates a SemanticParagraph. + */ + private SemanticParagraph createParagraph(String text, BoundingBox bbox) { + TextChunk textChunk = new TextChunk(bbox, text, 12.0, 12.0); + textChunk.adjustSymbolEndsToBoundingBox(null); + TextLine textLine = new TextLine(textChunk); + + SemanticParagraph paragraph = new SemanticParagraph(); + paragraph.add(textLine); + paragraph.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + // Set semantic score to avoid NullPointerException in ListUtils.isContainsHeading() + paragraph.setCorrectSemanticScore(1.0); + + return paragraph; + } + + /** + * Creates a SemanticHeading. + */ + private SemanticHeading createHeading(String text, BoundingBox bbox) { + TextChunk textChunk = new TextChunk(bbox, text, 12.0, 12.0); + textChunk.adjustSymbolEndsToBoundingBox(null); + TextLine textLine = new TextLine(textChunk); + + SemanticHeading heading = new SemanticHeading(); + heading.add(textLine); + heading.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + heading.setHeadingLevel(1); // Default level + // Set semantic score to avoid NullPointerException in ListUtils.isContainsHeading() + heading.setCorrectSemanticScore(1.0); + + return heading; + } + + /** + * Creates a SemanticFormula. + */ + private SemanticFormula createFormula(String latex, BoundingBox bbox) { + SemanticFormula formula = new SemanticFormula(bbox, latex); + formula.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + return formula; + } + + /** + * Creates a SemanticPicture. + */ + private SemanticPicture createPicture(BoundingBox bbox) { + SemanticPicture picture = new SemanticPicture(bbox, ++pictureIndex, null); + picture.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + return picture; + } + + /** + * Transforms a Hancom table element to a TableBorder. + * + *

    Hancom API returns table data in this structure: + * 

    +     * {
+     *   "content": {
+     *     "text": "...",
+     *     "html": "<table>...</table>",
+     *     "table": {
+     *       "cells": [
+     *         {"cellId": "0", "rowspan": [0], "colspan": [0], "bbox": {...}, "text": "..."},
+     *         ...
+     *       ]
+     *     }
+     *   }
+     * }
+     *
    + */ + private TableBorder transformTable(JsonNode element, BoundingBox tableBbox, + int pageIndex, double pageHeight) { + // Get table cells from content.table.cells + JsonNode contentNode = element.get("content"); + if (contentNode == null) { + LOGGER.log(Level.FINE, "Table element missing content, skipping"); + return null; + } + + // Hancom API: cells are in content.table.cells + JsonNode tableNode = contentNode.get("table"); + if (tableNode == null) { + LOGGER.log(Level.FINE, "Table element missing content.table, skipping"); + return null; + } + + JsonNode cellsNode = tableNode.get("cells"); + if (cellsNode == null || !cellsNode.isArray() || cellsNode.size() == 0) { + LOGGER.log(Level.FINE, "Table missing cells, skipping"); + return null; + } + + // Determine table dimensions from cells + int numRows = 0; + int numCols = 0; + Map cellMap = new HashMap<>(); + + for (JsonNode cell : cellsNode) { + JsonNode rowspanNode = cell.get("rowspan"); + JsonNode colspanNode = cell.get("colspan"); + + if (rowspanNode != null && rowspanNode.isArray() && rowspanNode.size() > 0) { + int maxRow = 0; + for (JsonNode r : rowspanNode) { + maxRow = Math.max(maxRow, r.asInt() + 1); + } + numRows = Math.max(numRows, maxRow); + } + + if (colspanNode != null && colspanNode.isArray() && colspanNode.size() > 0) { + int maxCol = 0; + for (JsonNode c : colspanNode) { + maxCol = Math.max(maxCol, c.asInt() + 1); + } + numCols = Math.max(numCols, maxCol); + } + + // Store cell by row,col key + int row = rowspanNode != null && rowspanNode.size() > 0 ? rowspanNode.get(0).asInt() : 0; + int col = colspanNode != null && colspanNode.size() > 0 ? colspanNode.get(0).asInt() : 0; + String key = row + "," + col; + cellMap.put(key, cell); + } + + if (numRows == 0 || numCols == 0) { + return null; + } + + // Create TableBorder + TableBorder table = new TableBorder(numRows, numCols); + table.setBoundingBox(tableBbox); + table.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + + // Build table structure + double rowHeight = (tableBbox.getTopY() - tableBbox.getBottomY()) / numRows; + double colWidth = (tableBbox.getRightX() - tableBbox.getLeftX()) / numCols; + + // Pass 1: Initialize all row containers to prevent NPE when backfilling spans + for (int row = 0; row < numRows; row++) { + TableBorderRow borderRow = new TableBorderRow(row, numCols, 0L); + double rowTop = tableBbox.getTopY() - (row * rowHeight); + double rowBottom = rowTop - rowHeight; + borderRow.setBoundingBox(new BoundingBox(pageIndex, + tableBbox.getLeftX(), rowBottom, tableBbox.getRightX(), rowTop)); + table.getRows()[row] = borderRow; + } + + // Pass 2: Fill cells with proper span backfill + for (int row = 0; row < numRows; row++) { + TableBorderRow borderRow = table.getRows()[row]; + + for (int col = 0; col < numCols; col++) { + if (borderRow.getCells()[col] != null) { + continue; + } + + String key = row + "," + col; + JsonNode cellNode = cellMap.get(key); + + int rowSpan = 1; + int colSpan = 1; + String cellText = ""; + + if (cellNode != null) { + JsonNode rowspanNode = cellNode.get("rowspan"); + JsonNode colspanNode = cellNode.get("colspan"); + + rowSpan = rowspanNode != null ? rowspanNode.size() : 1; + colSpan = colspanNode != null ? colspanNode.size() : 1; + + cellText = getTextValue(cellNode, "text"); + if (cellText == null) { + cellText = ""; + } + } + + int effectiveRowSpan = Math.max(1, Math.min(rowSpan, numRows - row)); + int effectiveColSpan = Math.max(1, Math.min(colSpan, numCols - col)); + + TableBorderCell cell = new TableBorderCell(row, col, effectiveRowSpan, effectiveColSpan, 0L); + cell.setSemanticType(row == 0 ? SemanticType.TABLE_HEADER : SemanticType.TABLE_CELL); + double cellLeft = tableBbox.getLeftX() + (col * colWidth); + double cellRight = cellLeft + (effectiveColSpan * colWidth); + double cellTop = tableBbox.getTopY() - (row * rowHeight); + double cellBottom = cellTop - (effectiveRowSpan * rowHeight); + cell.setBoundingBox(new BoundingBox(pageIndex, cellLeft, cellBottom, cellRight, cellTop)); + + // Add cell content if present + if (!cellText.isEmpty()) { + SemanticParagraph content = createParagraph(cellText, cell.getBoundingBox()); + cell.addContentObject(content); + } + + borderRow.getCells()[col] = cell; + + // Backfill: assign same cell instance to all slots it covers + // All target rows are guaranteed to exist from Pass 1 + for (int r = row; r < row + effectiveRowSpan; r++) { + for (int c = col; c < col + effectiveColSpan; c++) { + table.getRows()[r].getCells()[c] = cell; + } + } + } + } + + return table; + } + + /** + * Extracts a BoundingBox from Hancom bbox JSON. + * + *

    Hancom uses TOPLEFT origin with {left, top, width, height} format. + * OpenDataLoader uses BOTTOMLEFT origin with {left, bottom, right, top} format. + * + * @param bboxNode The bbox JSON node with left, top, width, height fields + * @param pageIndex The 0-indexed page number + * @param pageHeight The page height for coordinate transformation + * @return A BoundingBox in OpenDataLoader format + */ + private BoundingBox extractBoundingBox(JsonNode bboxNode, int pageIndex, double pageHeight) { + if (bboxNode == null) { + return new BoundingBox(pageIndex, 0, 0, 0, 0); + } + + double left = bboxNode.has("left") ? bboxNode.get("left").asDouble() : 0; + double top = bboxNode.has("top") ? bboxNode.get("top").asDouble() : 0; + double width = bboxNode.has("width") ? bboxNode.get("width").asDouble() : 0; + double height = bboxNode.has("height") ? bboxNode.get("height").asDouble() : 0; + + // Convert from TOPLEFT to BOTTOMLEFT origin + // In TOPLEFT: top is distance from top of page + // In BOTTOMLEFT: bottom is distance from bottom of page + double right = left + width; + double bottomY = pageHeight - top - height; // Convert top distance to bottom coordinate + double topY = pageHeight - top; // Convert top distance to top coordinate + + return new BoundingBox(pageIndex, left, bottomY, right, topY); + } + + /** + * Gets a text value from a JSON node. + */ + private String getTextValue(JsonNode node, String fieldName) { + if (node != null && node.has(fieldName)) { + JsonNode field = node.get(fieldName); + if (field.isTextual()) { + return field.asText(); + } + } + return null; + } + + /** + * Sorts page contents by reading order (top to bottom, left to right). + */ + private void sortByReadingOrder(List contents) { + contents.sort(new Comparator() { + @Override + public int compare(IObject o1, IObject o2) { + // Sort by top Y (descending - higher on page first) + double topDiff = o2.getTopY() - o1.getTopY(); + if (Math.abs(topDiff) > 5.0) { // Use tolerance for same-line detection + return topDiff > 0 ? 1 : -1; + } + // Same line, sort by left X (ascending) + return Double.compare(o1.getLeftX(), o2.getLeftX()); + } + }); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridClient.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridClient.java new file mode 100644 index 0000000..17fbe99 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridClient.java @@ -0,0 +1,435 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.EnumSet; +import java.util.List; +import java.util.Map; +import java.util.Objects; +import java.util.Set; +import java.util.concurrent.CompletableFuture; + +/** + * Interface for hybrid PDF processing backends. + * + *

    Hybrid processing routes pages to external AI backends (like docling, hancom, azure) + * for advanced document parsing capabilities such as table structure extraction and OCR. + * + *

    Implementations of this interface provide HTTP client integration with specific backends. + */ +public interface HybridClient { + + /** + * Optional: fetch the backend's {@code /health} (or equivalent) payload + * for reference-environment metadata (hardware, model identifiers, + * backend version). Best-effort — returns {@code null} when the backend + * has no such endpoint or the call fails. The default returns + * {@code null}; implementations that have a health endpoint should + * override. + */ + default com.fasterxml.jackson.databind.JsonNode fetchHealth() { + return null; + } + + /** + * Per-document destination for crop / page-image artifacts. + * + *

    Clients are cached and reused across documents + * ({@link HybridClientFactory#getOrCreate}), so the {@link HybridConfig} + * captured at construction reflects only the first document and + * cannot be the source of truth for where the current document's + * crops belong. This value travels with each {@link HybridRequest} + * instead, so the destination tracks the document being processed without + * any shared mutable state — safe even if convert calls run concurrently. + * + *

    {@code enabled} controls whether crop / page-image artifacts are + * written; {@code directory} is the destination for this document (or + * {@code null} when none). + */ + final class CropOutput { + /** Sentinel meaning "do not write crops for this request". */ + public static final CropOutput DISABLED = new CropOutput(false, null); + + private final boolean enabled; + private final String directory; + + public CropOutput(boolean enabled, String directory) { + this.enabled = enabled; + this.directory = directory; + } + + /** Whether crop / page-image artifacts should be written. */ + public boolean enabled() { + return enabled; + } + + /** Destination directory, or {@code null} when none is set. */ + public String directory() { + return directory; + } + + /** True when crops should be written and a destination is set. */ + public boolean active() { + return enabled && directory != null; + } + } + + /** + * Output formats that can be requested from the hybrid backend. + */ + enum OutputFormat { + /** JSON structured document format (DoclingDocument). */ + JSON("json"), + /** Markdown text format. */ + MARKDOWN("md"), + /** HTML format. */ + HTML("html"); + + private final String apiValue; + + OutputFormat(String apiValue) { + this.apiValue = apiValue; + } + + /** Returns the API parameter value for this format. */ + public String getApiValue() { + return apiValue; + } + } + + /** + * Request class containing PDF bytes and processing options. + * + *

    Note: OCR and table structure detection are always enabled on the server side. + * The DocumentConverter is initialized once at startup with fixed options for performance. + */ + final class HybridRequest { + private final byte[] pdfBytes; + private final Set pageNumbers; + private final Set outputFormats; + private final CropOutput cropOutput; + + /** + * Creates a new HybridRequest. + * + * @param pdfBytes The raw PDF file bytes to process. + * @param pageNumbers Set of 1-indexed page numbers to process. If empty, process all pages. + * @param outputFormats Set of output formats to request. If empty, defaults to all formats. + */ + public HybridRequest(byte[] pdfBytes, Set pageNumbers, + Set outputFormats) { + this(pdfBytes, pageNumbers, outputFormats, CropOutput.DISABLED); + } + + private HybridRequest(byte[] pdfBytes, Set pageNumbers, + Set outputFormats, CropOutput cropOutput) { + this.pdfBytes = pdfBytes != null ? Arrays.copyOf(pdfBytes, pdfBytes.length) : null; + this.pageNumbers = pageNumbers != null ? pageNumbers : Collections.emptySet(); + this.outputFormats = outputFormats != null && !outputFormats.isEmpty() + ? EnumSet.copyOf(outputFormats) + : EnumSet.allOf(OutputFormat.class); + this.cropOutput = cropOutput != null ? cropOutput : CropOutput.DISABLED; + } + + /** + * Returns a copy of this request with the given crop-output destination. + * Lets the caller attach a per-document crop target without mutating the + * cached client. The original request is unchanged. + * + * @param cropOutput where to write crops / page images for this document + * @return a new request carrying {@code cropOutput} + */ + public HybridRequest withCropOutput(CropOutput cropOutput) { + return new HybridRequest(pdfBytes, pageNumbers, outputFormats, cropOutput); + } + + /** + * Per-document crop / page-image destination. Never {@code null}; + * defaults to {@link CropOutput#DISABLED}. + */ + public CropOutput getCropOutput() { + return cropOutput; + } + + /** + * Creates a request to process all pages with default options. + * + * @param pdfBytes The PDF file bytes. + * @return A new HybridRequest for all pages with all output formats. + */ + public static HybridRequest allPages(byte[] pdfBytes) { + return new HybridRequest(pdfBytes, Collections.emptySet(), null); + } + + /** + * Creates a request to process all pages with specified output formats. + * + * @param pdfBytes The PDF file bytes. + * @param outputFormats The output formats to request. + * @return A new HybridRequest for all pages. + */ + public static HybridRequest allPages(byte[] pdfBytes, Set outputFormats) { + return new HybridRequest(pdfBytes, Collections.emptySet(), outputFormats); + } + + /** + * Creates a request to process specific pages. + * + * @param pdfBytes The PDF file bytes. + * @param pageNumbers The 1-indexed page numbers to process. + * @return A new HybridRequest for the specified pages. + */ + public static HybridRequest forPages(byte[] pdfBytes, Set pageNumbers) { + return new HybridRequest(pdfBytes, pageNumbers, null); + } + + /** + * Creates a request to process specific pages with specified output formats. + * + * @param pdfBytes The PDF file bytes. + * @param pageNumbers The 1-indexed page numbers to process. + * @param outputFormats The output formats to request. + * @return A new HybridRequest for the specified pages. + */ + public static HybridRequest forPages(byte[] pdfBytes, Set pageNumbers, + Set outputFormats) { + return new HybridRequest(pdfBytes, pageNumbers, outputFormats); + } + + public byte[] getPdfBytes() { + return pdfBytes != null ? Arrays.copyOf(pdfBytes, pdfBytes.length) : null; + } + + public Set getPageNumbers() { + return pageNumbers; + } + + /** + * Returns the output formats to request from the backend. + * + * @return Set of output formats. Never empty. + */ + public Set getOutputFormats() { + return outputFormats; + } + + /** + * Checks if JSON output is requested. + * + * @return true if JSON format is included. + */ + public boolean wantsJson() { + return outputFormats.contains(OutputFormat.JSON); + } + + /** + * Checks if Markdown output is requested. + * + * @return true if Markdown format is included. + */ + public boolean wantsMarkdown() { + return outputFormats.contains(OutputFormat.MARKDOWN); + } + + /** + * Checks if HTML output is requested. + * + * @return true if HTML format is included. + */ + public boolean wantsHtml() { + return outputFormats.contains(OutputFormat.HTML); + } + } + + /** + * Response class containing parsed document content. + */ + final class HybridResponse { + private final String markdown; + private final String html; + private final JsonNode json; + private final Map pageContents; + private final List failedPages; + private final JsonNode timings; + + /** + * Creates a new HybridResponse. + * + * @param markdown The markdown representation of the document. + * @param html The HTML representation of the document. + * @param json The full structured JSON output (DoclingDocument format). + * @param pageContents Per-page JSON content, keyed by 1-indexed page number. + * @param failedPages List of 1-indexed page numbers that failed during backend processing. + * @param timings Per-step pipeline timings from the hybrid server (may be null). + */ + public HybridResponse(String markdown, String html, JsonNode json, + Map pageContents, List failedPages, + JsonNode timings) { + this.markdown = markdown != null ? markdown : ""; + this.html = html != null ? html : ""; + this.json = json; + this.pageContents = pageContents != null ? pageContents : Collections.emptyMap(); + this.failedPages = failedPages != null + ? Collections.unmodifiableList(new ArrayList<>(failedPages)) + : Collections.emptyList(); + this.timings = timings; + } + + /** + * Creates a new HybridResponse (without timings, backward compatible). + */ + public HybridResponse(String markdown, String html, JsonNode json, + Map pageContents, List failedPages) { + this(markdown, html, json, pageContents, failedPages, null); + } + + /** + * Creates a new HybridResponse (backward compatible constructor). + * + * @param markdown The markdown representation of the document. + * @param html The HTML representation of the document. + * @param json The full structured JSON output (DoclingDocument format). + * @param pageContents Per-page JSON content, keyed by 1-indexed page number. + */ + public HybridResponse(String markdown, String html, JsonNode json, Map pageContents) { + this(markdown, html, json, pageContents, Collections.emptyList()); + } + + /** + * Creates a new HybridResponse (backward compatible constructor). + * + * @param markdown The markdown representation of the document. + * @param json The full structured JSON output (DoclingDocument format). + * @param pageContents Per-page JSON content, keyed by 1-indexed page number. + */ + public HybridResponse(String markdown, JsonNode json, Map pageContents) { + this(markdown, "", json, pageContents, Collections.emptyList()); + } + + /** + * Creates an empty response. + * + * @return A new HybridResponse with empty/null values. + */ + public static HybridResponse empty() { + return new HybridResponse("", "", null, Collections.emptyMap()); + } + + public String getMarkdown() { + return markdown; + } + + public String getHtml() { + return html; + } + + public JsonNode getJson() { + return json; + } + + public Map getPageContents() { + return pageContents; + } + + /** + * Returns per-step pipeline timings from the hybrid server. + * + *

    Keys are step names (e.g. "layout", "ocr", "table_structure", + * "picture_description"). Each value contains "total_s", "avg_s", and "count". + * + * @return Timings JSON node, or null if profiling was not enabled on the server. + */ + public JsonNode getTimings() { + return timings; + } + + /** + * Returns the list of 1-indexed page numbers that failed during backend processing. + * + *

    When the backend returns partial_success, some pages may have failed due to + * issues like invalid code points in PDF font encoding. These pages can be retried + * via the Java processing path as a fallback. + * + * @return List of failed page numbers (1-indexed), or empty list if all pages succeeded. + */ + public List getFailedPages() { + return failedPages; + } + + /** + * Returns whether the backend reported any failed pages. + * + * @return true if at least one page failed during backend processing. + */ + public boolean hasFailedPages() { + return !failedPages.isEmpty(); + } + + @Override + public boolean equals(Object o) { + if (this == o) return true; + if (o == null || getClass() != o.getClass()) return false; + HybridResponse that = (HybridResponse) o; + return Objects.equals(markdown, that.markdown) && + Objects.equals(html, that.html) && + Objects.equals(json, that.json) && + Objects.equals(pageContents, that.pageContents) && + Objects.equals(failedPages, that.failedPages) && + Objects.equals(timings, that.timings); + } + + @Override + public int hashCode() { + return Objects.hash(markdown, html, json, pageContents, failedPages, timings); + } + } + + /** + * Checks if the backend server is available and ready to accept requests. + * + *

    This performs a lightweight health check (e.g., HTTP GET to /health) with a short + * timeout to verify connectivity before sending actual conversion requests. + * + * @throws IOException If the server is unreachable or not ready. + */ + void checkAvailability() throws IOException; + + /** + * Converts a PDF document synchronously. + * + * @param request The conversion request containing PDF bytes and options. + * @return The conversion response with parsed content. + * @throws IOException If an I/O error occurs during the request. + */ + HybridResponse convert(HybridRequest request) throws IOException; + + /** + * Converts a PDF document asynchronously. + * + *

    This method is useful for parallel processing where multiple pages + * can be processed concurrently with the Java backend. + * + * @param request The conversion request containing PDF bytes and options. + * @return A CompletableFuture that completes with the conversion response. + */ + CompletableFuture convertAsync(HybridRequest request); +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridClientFactory.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridClientFactory.java new file mode 100644 index 0000000..c716bc3 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridClientFactory.java @@ -0,0 +1,188 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import java.util.Map; +import java.util.concurrent.ConcurrentHashMap; + +/** + * Factory for creating and managing hybrid client instances. + * + *

    This factory provides a central point for instantiating HybridClient + * implementations based on the specified backend type. Clients are cached + * and reused to avoid creating multiple thread pools per document. + * + *

    Supported backends: + *

      + *
    • {@code docling-fast} - Optimized docling SDK server
      • + *
    + * + *

    Future backends (not yet implemented): + *

      + *
    • {@code hancom} - Hancom document parsing service
      • + *
    • {@code azure} - Azure Document Intelligence
      • + *
    • {@code google} - Google Document AI
      • + *
    + * + * @see HybridClient + * @see HybridConfig + */ +public class HybridClientFactory { + + /** Backend type constant for Docling Fast Server. */ + public static final String BACKEND_DOCLING_FAST = "docling-fast"; + + /** Backend type constant for Hancom (Studio Lite API). */ + public static final String BACKEND_HANCOM = "hancom"; + + /** Backend type constant for Hancom AI (HOCR SDK individual modules). */ + public static final String BACKEND_HANCOM_AI = "hancom-ai"; + + /** Backend type constant for Azure (not yet implemented). */ + public static final String BACKEND_AZURE = "azure"; + + /** Backend type constant for Google (not yet implemented). */ + public static final String BACKEND_GOOGLE = "google"; + + /** Cache of created clients, keyed by backend type. */ + private static final Map CLIENT_CACHE = new ConcurrentHashMap<>(); + + private HybridClientFactory() { + // Private constructor to prevent instantiation + } + + /** + * Gets or creates a hybrid client for the specified backend. + * + *

    Clients are cached and reused across multiple documents to avoid + * creating new thread pools for each document. Call {@link #shutdown()} + * when processing is complete to release resources. + * + * @param hybrid The backend type (e.g., "docling", "hancom", "azure", "google"). + * @param config The configuration for the hybrid client. + * @return A HybridClient instance for the specified backend. + * @throws IllegalArgumentException If the backend type is unknown or not supported. + */ + public static HybridClient getOrCreate(String hybrid, HybridConfig config) { + if (hybrid == null || hybrid.isEmpty()) { + throw new IllegalArgumentException("Hybrid backend type cannot be null or empty"); + } + + String lowerHybrid = hybrid.toLowerCase(); + + return CLIENT_CACHE.computeIfAbsent(lowerHybrid, key -> createClient(key, config)); + } + + /** + * Creates a new hybrid client instance. + */ + private static HybridClient createClient(String hybrid, HybridConfig config) { + if (BACKEND_DOCLING_FAST.equals(hybrid)) { + return new DoclingFastServerClient(config); + } else if (BACKEND_HANCOM.equals(hybrid)) { + return new HancomClient(config); + } else if (BACKEND_HANCOM_AI.equals(hybrid)) { + return new HancomAIClient(config); + } else if (BACKEND_AZURE.equals(hybrid)) { + throw new UnsupportedOperationException("Azure Document Intelligence backend is not yet implemented"); + } else if (BACKEND_GOOGLE.equals(hybrid)) { + throw new UnsupportedOperationException("Google Document AI backend is not yet implemented"); + } else { + throw new IllegalArgumentException("Unknown hybrid backend: " + hybrid + + ". Supported backends: " + getSupportedBackends()); + } + } + + /** + * Creates a hybrid client for the specified backend. + * + * @param hybrid The backend type (e.g., "docling", "hancom", "azure", "google"). + * @param config The configuration for the hybrid client. + * @return A new HybridClient instance for the specified backend. + * @throws IllegalArgumentException If the backend type is unknown or not supported. + * @deprecated Use {@link #getOrCreate(String, HybridConfig)} instead to reuse clients. + */ + @Deprecated + public static HybridClient create(String hybrid, HybridConfig config) { + return getOrCreate(hybrid, config); + } + + /** + * Creates a hybrid client for the specified backend with default configuration. + * + * @param hybrid The backend type (e.g., "docling"). + * @return A new HybridClient instance for the specified backend. + * @throws IllegalArgumentException If the backend type is unknown or not supported. + * @deprecated Use {@link #getOrCreate(String, HybridConfig)} instead to reuse clients. + */ + @Deprecated + public static HybridClient create(String hybrid) { + return getOrCreate(hybrid, new HybridConfig()); + } + + /** + * Shuts down all cached clients and releases resources. + * + *

    This method should be called when all processing is complete, + * typically at the end of the CLI main method. + */ + public static void shutdown() { + for (HybridClient client : CLIENT_CACHE.values()) { + if (client instanceof DoclingFastServerClient) { + ((DoclingFastServerClient) client).shutdown(); + } else if (client instanceof HancomClient) { + ((HancomClient) client).shutdown(); + } else if (client instanceof HancomAIClient) { + ((HancomAIClient) client).shutdown(); + } + } + CLIENT_CACHE.clear(); + } + + /** + * Checks if a backend type is supported and implemented. + * + * @param hybrid The backend type to check. + * @return true if the backend is supported and implemented, false otherwise. + */ + public static boolean isSupported(String hybrid) { + if (hybrid == null || hybrid.isEmpty()) { + return false; + } + + String lowerHybrid = hybrid.toLowerCase(); + return BACKEND_DOCLING_FAST.equals(lowerHybrid) || BACKEND_HANCOM.equals(lowerHybrid) + || BACKEND_HANCOM_AI.equals(lowerHybrid); + } + + /** + * Gets a comma-separated list of supported backend types. + * + * @return A string listing all supported backends. + */ + public static String getSupportedBackends() { + return String.join(", ", BACKEND_DOCLING_FAST, BACKEND_HANCOM, BACKEND_HANCOM_AI); + } + + /** + * Gets a comma-separated list of all known backend types (including not yet implemented). + * + * @return A string listing all known backends. + */ + public static String getAllKnownBackends() { + return String.join(", ", BACKEND_DOCLING_FAST, BACKEND_HANCOM, BACKEND_AZURE, BACKEND_GOOGLE); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridConfig.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridConfig.java new file mode 100644 index 0000000..1568af7 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridConfig.java @@ -0,0 +1,379 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +/** + * Configuration class for hybrid PDF processing with external AI backends. + * + *

    Hybrid processing routes pages to either Java-based processing or external + * AI backends (like docling, hancom, azure, google) based on page triage decisions. + */ +public class HybridConfig { + + /** Default timeout for backend requests in milliseconds. */ + public static final int DEFAULT_TIMEOUT_MS = 0; + + /** Default maximum concurrent requests to the backend. */ + public static final int DEFAULT_MAX_CONCURRENT_REQUESTS = 4; + + /** Default URL for docling-serve. */ + public static final String DOCLING_DEFAULT_URL = "http://localhost:5001"; + + /** Default URL for docling-fast-server. */ + public static final String DOCLING_FAST_DEFAULT_URL = "http://localhost:5002"; + + /** Default URL for Hancom Document AI API. */ + public static final String HANCOM_DEFAULT_URL = "https://dataloader.cloud.hancom.com/studio-lite/api"; + + /** Default URL for Hancom AI HOCR SDK API. */ + public static final String HANCOM_AI_DEFAULT_URL = "http://localhost:18008/api/v1"; + + private String url; + private int timeoutMs = DEFAULT_TIMEOUT_MS; + private boolean fallbackToJava = false; + private int maxConcurrentRequests = DEFAULT_MAX_CONCURRENT_REQUESTS; + /** Hybrid triage mode: auto (dynamic triage based on page content). */ + public static final String MODE_AUTO = "auto"; + /** Hybrid triage mode: full (skip triage, send all pages to backend). */ + public static final String MODE_FULL = "full"; + + private String mode = MODE_AUTO; + + /** Regionlist strategy: table-first (default) — check TSR overlap, skip if TSR exists. */ + public static final String REGIONLIST_TABLE_FIRST = "table-first"; + /** Regionlist strategy: list-only — always treat label 7 as list, skip TSR check. */ + public static final String REGIONLIST_LIST_ONLY = "list-only"; + + private String regionlistStrategy = REGIONLIST_TABLE_FIRST; + + /** OCR strategy: off (stream only, no OCR fallback). */ + public static final String OCR_OFF = "off"; + /** OCR strategy: auto (stream first, OCR fallback when enrichment fails). */ + public static final String OCR_AUTO = "auto"; + /** OCR strategy: force (OCR only, skip stream-based enrichment). */ + public static final String OCR_FORCE = "force"; + + private String ocrStrategy = OCR_AUTO; + + /** Page image cache strategy: "memory" (default) or "disk". */ + private String imageCache = "memory"; + + /** Whether to save cropped figure images to disk for debugging. */ + private boolean saveCrops = false; + + /** Output directory for saved crops (set by CLI when --save-crops is used). */ + private String cropOutputDir = null; + + /** + * Default constructor initializing the configuration with default values. + */ + public HybridConfig() { + } + + /** + * Gets the backend server URL. + * + * @return The backend URL, or null if using default for the backend type. + */ + public String getUrl() { + return url; + } + + /** + * Sets the backend server URL. + * + * @param url The backend URL to use. + */ + public void setUrl(String url) { + this.url = url; + } + + /** + * Gets the request timeout in milliseconds. + * + * @return The timeout in milliseconds. + */ + public int getTimeoutMs() { + return timeoutMs; + } + + /** + * Sets the request timeout in milliseconds. Use 0 for no timeout. + * + * @param timeoutMs The timeout in milliseconds (0 = no timeout). + * @throws IllegalArgumentException if timeout is negative. + */ + public void setTimeoutMs(int timeoutMs) { + if (timeoutMs < 0) { + throw new IllegalArgumentException("Timeout must be non-negative: " + timeoutMs); + } + this.timeoutMs = timeoutMs; + } + + /** + * Checks if fallback to Java processing is enabled when backend fails. + * + * @return true if fallback is enabled, false otherwise. + */ + public boolean isFallbackToJava() { + return fallbackToJava; + } + + /** + * Sets whether to fallback to Java processing when backend fails. + * + * @param fallbackToJava true to enable fallback, false to fail on backend error. + */ + public void setFallbackToJava(boolean fallbackToJava) { + this.fallbackToJava = fallbackToJava; + } + + /** + * Gets the maximum number of concurrent requests to the backend. + * + * @return The maximum concurrent requests. + */ + public int getMaxConcurrentRequests() { + return maxConcurrentRequests; + } + + /** + * Sets the maximum number of concurrent requests to the backend. + * + * @param maxConcurrentRequests The maximum concurrent requests. + * @throws IllegalArgumentException if the value is not positive. + */ + public void setMaxConcurrentRequests(int maxConcurrentRequests) { + if (maxConcurrentRequests <= 0) { + throw new IllegalArgumentException("Max concurrent requests must be positive: " + maxConcurrentRequests); + } + this.maxConcurrentRequests = maxConcurrentRequests; + } + + /** + * Gets the default URL for a given hybrid backend. + * + * @param hybrid The hybrid backend name (docling, docling-fast, hancom, azure, google). + * @return The default URL, or null if the backend requires explicit URL. + */ + public static String getDefaultUrl(String hybrid) { + if (hybrid == null) { + return null; + } + String lowerHybrid = hybrid.toLowerCase(); + // Both "docling" and "docling-fast" (deprecated) use the same server + if ("docling".equals(lowerHybrid) || "docling-fast".equals(lowerHybrid)) { + return DOCLING_FAST_DEFAULT_URL; + } + if ("hancom".equals(lowerHybrid)) { + return HANCOM_DEFAULT_URL; + } + if ("hancom-ai".equals(lowerHybrid)) { + return HANCOM_AI_DEFAULT_URL; + } + // azure, google require explicit URL + return null; + } + + /** + * Gets the effective URL for a given hybrid backend. + * Returns the configured URL if set, otherwise returns the default URL for the backend. + * + * @param hybrid The hybrid backend name. + * @return The effective URL to use for the backend. + */ + public String getEffectiveUrl(String hybrid) { + if (url != null && !url.isEmpty()) { + return url; + } + return getDefaultUrl(hybrid); + } + + /** + * Gets the hybrid triage mode. + * + * @return The mode (auto or full). + */ + public String getMode() { + return mode; + } + + /** + * Sets the hybrid triage mode. + * + * @param mode The mode (auto or full). + */ + public void setMode(String mode) { + this.mode = mode; + } + + /** + * Checks if full mode is enabled (skip triage, send all pages to backend). + * + * @return true if mode is full, false otherwise. + */ + public boolean isFullMode() { + return MODE_FULL.equals(mode); + } + + /** + * Gets the regionlist strategy for label 7 (Table region) handling. + * + * @return The regionlist strategy (table-first or list-only). + */ + public String getRegionlistStrategy() { + return regionlistStrategy; + } + + /** + * Sets the regionlist strategy for label 7 (Table region) handling. + * + *

      + *
    • {@code "table-first"} (default): check TSR overlap, skip if TSR exists, else treat as list
      • + *
    • {@code "list-only"}: always treat as list, skip TSR check entirely
      • + *
    + * + * @param regionlistStrategy The regionlist strategy to use. + */ + public void setRegionlistStrategy(String regionlistStrategy) { + if (regionlistStrategy != null + && !REGIONLIST_TABLE_FIRST.equals(regionlistStrategy) + && !REGIONLIST_LIST_ONLY.equals(regionlistStrategy)) { + throw new IllegalArgumentException("Invalid regionlistStrategy: " + + regionlistStrategy + " (expected " + REGIONLIST_TABLE_FIRST + + " or " + REGIONLIST_LIST_ONLY + ")"); + } + this.regionlistStrategy = regionlistStrategy; + } + + /** + * Checks if regionlist strategy is list-only (always treat label 7 as list). + * + * @return true if strategy is list-only, false otherwise. + */ + public boolean isRegionlistListOnly() { + return REGIONLIST_LIST_ONLY.equals(regionlistStrategy); + } + + /** + * Gets the page image cache strategy. + * + * @return "memory" or "disk". + */ + public String getImageCache() { + return imageCache; + } + + /** + * Sets the page image cache strategy. + * + * @param imageCache "memory" (in-heap HashMap) or "disk" (temp PNG files). + */ + public void setImageCache(String imageCache) { + if (imageCache != null + && !"memory".equals(imageCache) && !"disk".equals(imageCache)) { + throw new IllegalArgumentException("Invalid imageCache: " + + imageCache + " (expected \"memory\" or \"disk\")"); + } + this.imageCache = imageCache; + } + + /** + * Checks if cropped figure images should be saved to disk. + * + * @return true if save-crops is enabled. + */ + public boolean isSaveCrops() { + return saveCrops; + } + + /** + * Sets whether to save cropped figure images to disk. + * + * @param saveCrops true to save crops. + */ + public void setSaveCrops(boolean saveCrops) { + this.saveCrops = saveCrops; + } + + /** + * Gets the output directory for saved crops. + * + * @return the crop output directory path, or null if not set. + */ + public String getCropOutputDir() { + return cropOutputDir; + } + + /** + * Sets the output directory for saved crops. + * + * @param cropOutputDir the directory path. + */ + public void setCropOutputDir(String cropOutputDir) { + this.cropOutputDir = cropOutputDir; + } + + /** + * Gets the OCR strategy for enrichment fallback. + * + * @return The OCR strategy (off, auto, or force). + */ + public String getOcrStrategy() { + return ocrStrategy; + } + + /** + * Sets the OCR strategy for enrichment fallback. + * + *
      + *
    • {@code "off"}: stream-based enrichment only, no OCR fallback
      • + *
    • {@code "auto"} (default): try stream enrichment first, fall back to OCR words when no match
      • + *
    • {@code "force"}: skip stream enrichment, always use OCR words
      • + *
    + * + * @param ocrStrategy The OCR strategy to use. + */ + public void setOcrStrategy(String ocrStrategy) { + if (ocrStrategy != null + && !OCR_OFF.equals(ocrStrategy) + && !OCR_AUTO.equals(ocrStrategy) + && !OCR_FORCE.equals(ocrStrategy)) { + throw new IllegalArgumentException("Invalid ocrStrategy: " + + ocrStrategy + " (expected " + OCR_OFF + ", " + OCR_AUTO + + ", or " + OCR_FORCE + ")"); + } + this.ocrStrategy = ocrStrategy; + } + + /** + * Checks if OCR strategy is auto (stream first, OCR fallback). + * + * @return true if strategy is auto, false otherwise. + */ + public boolean isOcrAuto() { + return OCR_AUTO.equals(ocrStrategy); + } + + /** + * Checks if OCR strategy is force (OCR only). + * + * @return true if strategy is force, false otherwise. + */ + public boolean isOcrForce() { + return OCR_FORCE.equals(ocrStrategy); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridSchemaTransformer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridSchemaTransformer.java new file mode 100644 index 0000000..97d37f8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridSchemaTransformer.java @@ -0,0 +1,110 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; +import org.verapdf.wcag.algorithms.entities.IObject; + +import java.util.Collections; +import java.util.List; +import java.util.Map; +import java.util.HashMap; + +/** + * Interface for transforming hybrid backend responses to IObject hierarchy. + * + *

    Implementations of this interface convert backend-specific JSON output + * (e.g., Docling's DoclingDocument format) to the OpenDataLoader IObject + * structure that downstream processors and generators expect. + * + *

    The transformer ensures schema compatibility between different backends + * and the Java processing path, allowing seamless integration of results. + */ +public interface HybridSchemaTransformer { + + /** + * Transforms a hybrid backend response to a list of IObjects per page. + * + *

    The returned structure matches the format expected by downstream + * processors: a list indexed by page number (0-based), where each entry + * contains the IObjects for that page. + * + * @param response The hybrid backend response containing JSON output. + * @param pageHeights Map of page number (1-indexed) to page height in PDF points. + * Used for coordinate transformation if needed. + * @return A list of IObject lists, one per page (0-indexed). + */ + List> transform(HybridResponse response, Map pageHeights); + + /** + * Transforms per-page JSON content to IObjects for a specific page. + * + *

    This method is useful when processing pages individually or when + * the backend provides separate responses per page. + * + * @param pageNumber The 1-indexed page number. + * @param pageContent The JSON content for the page. + * @param pageHeight The page height in PDF points. + * @return A list of IObjects for the specified page. + */ + List transformPage(int pageNumber, JsonNode pageContent, double pageHeight); + + /** + * Returns the backend type this transformer handles. + * + * @return The backend name (e.g., "docling", "hancom"). + */ + String getBackendType(); + + /** + * Returns per-element metadata produced during the last {@link #transform} call. + * Keys are {@code IObject.recognizedStructureId} values. + * + * @return unmodifiable map of element metadata, empty by default + */ + default Map getElementMetadata() { + return Collections.emptyMap(); + } + + /** + * Re-key the in-memory {@link ElementMetadata} map after the host + * pipeline renumbered structure IDs. {@code oldToNew} maps the + * transformer-assigned ID to the post-{@code setIDs} ID for IObjects + * the caller just renumbered; entries for unmapped IDs are left alone. + * + *

    Backends that don't expose mutable metadata should leave the + * default no-op; their downstream metadata lookups will continue to + * miss. + */ + default void rekeyMetadata(Map oldToNew) { + // no-op + } + + /** + * Returns per-page OCR word data collected during the last {@link #transform} call. + * Keys are 0-indexed page numbers. Each list contains word-level OCR data with + * text and bounding box in PDF coordinate space. + * + *

    Only populated by backends that perform OCR (e.g., hancom-ai). + * Used by OCR enrichment fallback when Java TextChunks are not available. + * + * @return unmodifiable map of page number to OCR words, empty by default + */ + default Map> getOcrWordsByPage() { + return Collections.emptyMap(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/MemoryPageImageCache.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/MemoryPageImageCache.java new file mode 100644 index 0000000..12d6794 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/MemoryPageImageCache.java @@ -0,0 +1,53 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import java.awt.image.BufferedImage; +import java.io.IOException; +import java.util.HashMap; +import java.util.Map; + +/** + * In-memory page image cache. Stores images in a HashMap; evict() removes + * entries so GC can reclaim memory (~25MB per page image). + */ +public class MemoryPageImageCache implements PageImageCache { + + private final Map cache = new HashMap<>(); + + @Override + public BufferedImage getOrFetch(int pageIndex, PageImageFetcher fetcher) throws IOException { + BufferedImage image = cache.get(pageIndex); + if (image == null) { + image = fetcher.fetch(pageIndex); + if (image == null) { + throw new IOException("Page image fetcher returned null for page " + pageIndex); + } + cache.put(pageIndex, image); + } + return image; + } + + @Override + public void evict(int pageIndex) { + cache.remove(pageIndex); + } + + @Override + public void close() { + cache.clear(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/OcrWordInfo.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/OcrWordInfo.java new file mode 100644 index 0000000..db79bb8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/OcrWordInfo.java @@ -0,0 +1,54 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +/** + * Holds OCR-recognized text and its bounding box in PDF coordinate space. + * + *

    Used to preserve word-level OCR data from the DLA+OCR pipeline so that + * the enrichment step can create invisible text operators when Java TextChunks + * are not available (e.g., scanned/image-based pages). + */ +public class OcrWordInfo { + + private final String text; + private final BoundingBox bbox; + + public OcrWordInfo(String text, BoundingBox bbox) { + this.text = text; + this.bbox = bbox; + } + + /** + * Gets the OCR-recognized text for this word. + * + * @return the recognized text + */ + public String getText() { + return text; + } + + /** + * Gets the bounding box in PDF coordinate space (72 DPI, bottom-left origin). + * + * @return the bounding box + */ + public BoundingBox getBbox() { + return bbox; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/PageImageCache.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/PageImageCache.java new file mode 100644 index 0000000..ad3f7a4 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/PageImageCache.java @@ -0,0 +1,58 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import java.awt.image.BufferedImage; +import java.io.IOException; + +/** + * Cache for page images (pdf2img results). Implementations control where + * images are stored and when they are evicted. + */ +public interface PageImageCache extends AutoCloseable { + + /** + * Get a cached page image or fetch it using the supplier. + * + * @param pageIndex 0-indexed page number + * @param fetcher called if image not in cache; may throw IOException + * @return the page image, never null + * @throws IOException if the fetcher fails + */ + BufferedImage getOrFetch(int pageIndex, PageImageFetcher fetcher) throws IOException; + + /** + * Hint that this page is no longer needed. + * Memory impl evicts immediately; disk impl keeps for potential re-read. + * + * @param pageIndex 0-indexed page number + */ + void evict(int pageIndex); + + /** + * Clean up all resources. Disk impl deletes temp files. + */ + @Override + void close() throws IOException; + + /** + * Functional interface for fetching a page image on cache miss. + */ + @FunctionalInterface + interface PageImageFetcher { + BufferedImage fetch(int pageIndex) throws IOException; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TextSimilarity.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TextSimilarity.java new file mode 100644 index 0000000..bdda2f3 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TextSimilarity.java @@ -0,0 +1,66 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +/** + * Computes text similarity for stream vs OCR comparison. + * Used by enrichment to decide whether stream text is corrupted. + */ +public final class TextSimilarity { + + /** Default similarity threshold. Below this, stream text is considered corrupted. */ + public static final double DEFAULT_THRESHOLD = 0.5; + + private TextSimilarity() {} + + /** + * Computes normalized similarity between two strings (0.0 = completely different, 1.0 = identical). + * Uses Levenshtein distance normalized by the longer string's length. + */ + public static double similarity(String a, String b) { + if (a == null || b == null) return 0.0; + if (a.equals(b)) return 1.0; + if (a.isEmpty() || b.isEmpty()) return 0.0; + + int distance = levenshteinDistance(a, b); + int maxLen = Math.max(a.length(), b.length()); + return 1.0 - ((double) distance / maxLen); + } + + /** + * Returns true if stream text should be trusted over OCR text. + */ + public static boolean trustStream(String streamText, String ocrText, double threshold) { + if (streamText == null || streamText.isEmpty()) return false; + if (ocrText == null || ocrText.isEmpty()) return true; + return similarity(streamText, ocrText) >= threshold; + } + + private static int levenshteinDistance(String a, String b) { + int[] prev = new int[b.length() + 1]; + int[] curr = new int[b.length() + 1]; + for (int j = 0; j <= b.length(); j++) prev[j] = j; + for (int i = 1; i <= a.length(); i++) { + curr[0] = i; + for (int j = 1; j <= b.length(); j++) { + int cost = a.charAt(i - 1) == b.charAt(j - 1) ? 0 : 1; + curr[j] = Math.min(Math.min(curr[j - 1] + 1, prev[j] + 1), prev[j - 1] + cost); + } + int[] temp = prev; prev = curr; curr = temp; + } + return prev[b.length()]; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TriageLogger.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TriageLogger.java new file mode 100644 index 0000000..9a174d1 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TriageLogger.java @@ -0,0 +1,225 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.SerializationFeature; +import com.fasterxml.jackson.databind.node.ArrayNode; +import com.fasterxml.jackson.databind.node.ObjectNode; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageDecision; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageResult; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageSignals; + +import java.io.IOException; +import java.io.Writer; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.List; +import java.util.Map; +import java.util.logging.Level; +import java.util.logging.Logger; +import java.util.stream.Collectors; + +/** + * Logger for triage decisions to JSON format for benchmark evaluation. + * + *

    Output format: + * 

    + * {
+ *   "document": "example.pdf",
+ *   "hybrid": "docling",
+ *   "triage": [
+ *     {
+ *       "page": 1,
+ *       "decision": "JAVA",
+ *       "confidence": 0.95,
+ *       "signals": {
+ *         "lineChunkCount": 2,
+ *         "textChunkCount": 45,
+ *         "lineToTextRatio": 0.04,
+ *         "alignedLineGroups": 0,
+ *         "hasTableBorder": false,
+ *         "hasSuspiciousPattern": false
+ *       }
+ *     }
+ *   ],
+ *   "summary": {
+ *     "totalPages": 10,
+ *     "javaPages": 8,
+ *     "backendPages": 2
+ *   }
+ * }
+ *
    + */ +public class TriageLogger { + + private static final Logger LOGGER = Logger.getLogger(TriageLogger.class.getCanonicalName()); + + /** Default filename for triage log output. */ + public static final String DEFAULT_FILENAME = "triage.json"; + + private final ObjectMapper objectMapper; + + /** + * Creates a new TriageLogger with default settings. + */ + public TriageLogger() { + this.objectMapper = new ObjectMapper(); + this.objectMapper.enable(SerializationFeature.INDENT_OUTPUT); + } + + /** + * Logs triage results to a JSON file. + * + * @param outputDir The output directory path. + * @param documentName The name of the processed document. + * @param hybridBackend The hybrid backend used (e.g., "docling"). + * @param triageResults Map of page number to triage result. + * @throws IOException If writing the file fails. + */ + public void logToFile( + Path outputDir, + String documentName, + String hybridBackend, + Map triageResults) throws IOException { + + Path outputPath = outputDir.resolve(DEFAULT_FILENAME); + Files.createDirectories(outputDir); + + ObjectNode root = createTriageJson(documentName, hybridBackend, triageResults); + + try (Writer writer = Files.newBufferedWriter(outputPath)) { + objectMapper.writeValue(writer, root); + } + + LOGGER.log(Level.INFO, "Triage log written to {0}", outputPath); + } + + /** + * Writes triage results to a Writer. + * + * @param writer The Writer to write to. + * @param documentName The name of the processed document. + * @param hybridBackend The hybrid backend used (e.g., "docling"). + * @param triageResults Map of page number to triage result. + * @throws IOException If writing fails. + */ + public void logToWriter( + Writer writer, + String documentName, + String hybridBackend, + Map triageResults) throws IOException { + + ObjectNode root = createTriageJson(documentName, hybridBackend, triageResults); + objectMapper.writeValue(writer, root); + } + + /** + * Creates the triage JSON structure. + * + * @param documentName The name of the processed document. + * @param hybridBackend The hybrid backend used. + * @param triageResults Map of page number to triage result. + * @return The root ObjectNode containing all triage data. + */ + public ObjectNode createTriageJson( + String documentName, + String hybridBackend, + Map triageResults) { + + ObjectNode root = objectMapper.createObjectNode(); + root.put("document", documentName); + root.put("hybrid", hybridBackend); + + // Create triage array + ArrayNode triageArray = objectMapper.createArrayNode(); + int javaCount = 0; + int backendCount = 0; + + List> sortedEntries = triageResults.entrySet().stream() + .sorted(Map.Entry.comparingByKey()) + .collect(Collectors.toList()); + + for (Map.Entry entry : sortedEntries) { + int pageNumber = entry.getKey(); + TriageResult result = entry.getValue(); + + ObjectNode pageNode = objectMapper.createObjectNode(); + pageNode.put("page", pageNumber + 1); // Convert to 1-indexed for output + pageNode.put("decision", result.getDecision().name()); + pageNode.put("confidence", result.getConfidence()); + + // Add signals + ObjectNode signalsNode = createSignalsNode(result.getSignals()); + pageNode.set("signals", signalsNode); + + triageArray.add(pageNode); + + // Count decisions + if (result.getDecision() == TriageDecision.JAVA) { + javaCount++; + } else { + backendCount++; + } + } + + root.set("triage", triageArray); + + // Create summary + ObjectNode summaryNode = objectMapper.createObjectNode(); + summaryNode.put("totalPages", triageResults.size()); + summaryNode.put("javaPages", javaCount); + summaryNode.put("backendPages", backendCount); + root.set("summary", summaryNode); + + return root; + } + + /** + * Creates a JSON node for triage signals. + * + * @param signals The triage signals. + * @return The ObjectNode containing signal data. + */ + private ObjectNode createSignalsNode(TriageSignals signals) { + ObjectNode signalsNode = objectMapper.createObjectNode(); + signalsNode.put("lineChunkCount", signals.getLineChunkCount()); + signalsNode.put("textChunkCount", signals.getTextChunkCount()); + signalsNode.put("lineToTextRatio", signals.getLineToTextRatio()); + signalsNode.put("alignedLineGroups", signals.getAlignedLineGroups()); + signalsNode.put("hasTableBorder", signals.hasTableBorder()); + signalsNode.put("hasSuspiciousPattern", signals.hasSuspiciousPattern()); + return signalsNode; + } + + /** + * Converts triage results to JSON string. + * + * @param documentName The name of the processed document. + * @param hybridBackend The hybrid backend used. + * @param triageResults Map of page number to triage result. + * @return JSON string representation. + * @throws IOException If serialization fails. + */ + public String toJsonString( + String documentName, + String hybridBackend, + Map triageResults) throws IOException { + + ObjectNode root = createTriageJson(documentName, hybridBackend, triageResults); + return objectMapper.writeValueAsString(root); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TriageProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TriageProcessor.java new file mode 100644 index 0000000..7607ce4 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/TriageProcessor.java @@ -0,0 +1,1132 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.processors.DocumentProcessor; + +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Objects; +import java.util.SortedSet; + +/** + * Processor for triaging PDF pages to determine the optimal processing path. + * + *

    In hybrid mode, pages are classified as either: + *

      + *
    • JAVA - Simple pages processed by the fast Java path
      • + *
    • BACKEND - Complex pages (typically with tables) routed to AI backend
      • + *
    + * + *

    The triage uses a conservative strategy that minimizes false negatives + * (missed tables). It's acceptable to send simple pages to the backend (false positives) + * since the backend can process them correctly, just slower. + */ +public class TriageProcessor { + + /** Default threshold for LineChunk to total content ratio. */ + public static final double DEFAULT_LINE_RATIO_THRESHOLD = 0.3; + + /** Default minimum aligned line groups to trigger BACKEND routing. */ + // Note: Increased from 3 to 5 (Experiment 002, 2026-01-03) + // Threshold 3 caused 10 FPs from normal documents with aligned baselines + public static final int DEFAULT_ALIGNED_LINE_GROUPS_THRESHOLD = 5; + + /** Default gap multiplier for grid pattern detection (relative to text height). */ + public static final double DEFAULT_GRID_GAP_MULTIPLIER = 3.0; + + /** Epsilon for comparing baseline coordinates. */ + private static final double BASELINE_EPSILON = 0.1; + + // ============= Vector Graphics Detection Constants ============= + + /** Minimum number of line segments to suggest table borders. */ + private static final int MIN_LINE_COUNT_FOR_TABLE = 8; + + /** Minimum number of horizontal + vertical line pairs for grid pattern. */ + private static final int MIN_GRID_LINES = 3; + + /** Minimum number of line-text-line alternations for row separator pattern. */ + private static final int MIN_ROW_SEPARATOR_PATTERN = 5; + + /** Minimum LineArt chunks to indicate table structure. */ + private static final int MIN_LINE_ART_FOR_TABLE = 8; + + // ============= Aligned Short Lines Detection Constants ============= + + /** Tolerance for matching line lengths (5%). */ + private static final double LINE_LENGTH_TOLERANCE = 0.05; + + /** Minimum aligned short lines with same X and length. */ + private static final int MIN_ALIGNED_SHORT_LINES = 2; + + // ============= Consecutive Pattern Detection Constants ============= + + /** Minimum consecutive suspicious patterns required. */ + private static final int MIN_CONSECUTIVE_PATTERNS = 2; + + // ============= Large Image Detection Constants ============= + + /** Minimum image area ratio to trigger BACKEND (11% of page). */ + private static final double MIN_LARGE_IMAGE_RATIO = 0.11; + + /** Minimum image aspect ratio (width/height) for table/chart detection. */ + private static final double MIN_IMAGE_ASPECT_RATIO = 1.75; + + /** High pattern count threshold (skip consecutive check). */ + private static final int HIGH_PATTERN_COUNT_THRESHOLD = 30; + + /** Minimum absolute patterns required. */ + private static final int MIN_TABLE_PATTERNS = 3; + + /** Minimum pattern density (patterns / text chunks). */ + private static final double MIN_PATTERN_DENSITY = 0.10; + + /** Minimum patterns for density check. */ + private static final int MIN_PATTERNS_FOR_DENSITY = 2; + + /** X shift ratio to detect column change (filters multi-column layouts). */ + private static final double MULTI_COLUMN_X_SHIFT_RATIO = 2.0; + + /** X difference epsilon for gap detection. */ + private static final double X_DIFFERENCE_EPSILON = 1.5; + + /** + * Triage decision indicating which processing path to use. + */ + public enum TriageDecision { + /** Process using fast Java path. */ + JAVA, + /** Route to AI backend for complex content processing. */ + BACKEND + } + + /** + * Result of triaging a single page. + */ + public static final class TriageResult { + private final int pageNumber; + private final TriageDecision decision; + private final double confidence; + private final TriageSignals signals; + + /** + * Creates a new triage result. + * + * @param pageNumber The 0-indexed page number. + * @param decision The triage decision (JAVA or BACKEND). + * @param confidence Confidence score (0.0 to 1.0). Higher means more certain. + * @param signals The extracted signals used for the decision. + */ + public TriageResult(int pageNumber, TriageDecision decision, double confidence, TriageSignals signals) { + this.pageNumber = pageNumber; + this.decision = decision; + this.confidence = confidence; + this.signals = signals; + } + + /** + * Creates a result indicating JAVA processing path. + * + * @param pageNumber The page number. + * @param confidence The confidence level. + * @param signals The extracted signals. + * @return A new TriageResult with JAVA decision. + */ + public static TriageResult java(int pageNumber, double confidence, TriageSignals signals) { + return new TriageResult(pageNumber, TriageDecision.JAVA, confidence, signals); + } + + /** + * Creates a result indicating BACKEND processing path. + * + * @param pageNumber The page number. + * @param confidence The confidence level. + * @param signals The extracted signals. + * @return A new TriageResult with BACKEND decision. + */ + public static TriageResult backend(int pageNumber, double confidence, TriageSignals signals) { + return new TriageResult(pageNumber, TriageDecision.BACKEND, confidence, signals); + } + + /** + * Gets the page number. + * + * @return The 0-indexed page number. + */ + public int getPageNumber() { + return pageNumber; + } + + /** + * Gets the triage decision. + * + * @return The decision (JAVA or BACKEND). + */ + public TriageDecision getDecision() { + return decision; + } + + /** + * Gets the confidence score. + * + * @return The confidence score (0.0 to 1.0). + */ + public double getConfidence() { + return confidence; + } + + /** + * Gets the extracted signals. + * + * @return The triage signals. + */ + public TriageSignals getSignals() { + return signals; + } + + @Override + public boolean equals(Object obj) { + if (this == obj) return true; + if (obj == null || getClass() != obj.getClass()) return false; + TriageResult that = (TriageResult) obj; + return pageNumber == that.pageNumber && + Double.compare(that.confidence, confidence) == 0 && + decision == that.decision && + Objects.equals(signals, that.signals); + } + + @Override + public int hashCode() { + return Objects.hash(pageNumber, decision, confidence, signals); + } + + @Override + public String toString() { + return "TriageResult{" + + "pageNumber=" + pageNumber + + ", decision=" + decision + + ", confidence=" + confidence + + ", signals=" + signals + + '}'; + } + } + + /** + * Signals extracted from page content used for triage decisions. + */ + public static final class TriageSignals { + private final int lineChunkCount; + private final int textChunkCount; + private final double lineToTextRatio; + private final int alignedLineGroups; + private final boolean hasTableBorder; + private final boolean hasSuspiciousPattern; + + // New vector graphics signals + private final int horizontalLineCount; + private final int verticalLineCount; + private final int lineArtCount; + private final boolean hasGridLines; + private final boolean hasTableBorderLines; + private final boolean hasRowSeparatorPattern; + private final boolean hasAlignedShortLines; + + // New text pattern signals + private final int tablePatternCount; + private final int maxConsecutiveStreak; + private final double patternDensity; + private final boolean hasConsecutivePatterns; + + // Image signals + private final double largeImageRatio; + private final double largeImageAspectRatio; + + /** + * Creates new triage signals with basic fields (backward compatibility). + * + * @param lineChunkCount Number of LineChunk objects on the page. + * @param textChunkCount Number of TextChunk objects on the page. + * @param lineToTextRatio Ratio of LineChunk to total content count. + * @param alignedLineGroups Number of groups of TextChunks with aligned baselines. + * @param hasTableBorder Whether any TableBorder was detected on this page. + * @param hasSuspiciousPattern Whether suspicious text patterns were detected. + */ + public TriageSignals(int lineChunkCount, int textChunkCount, double lineToTextRatio, + int alignedLineGroups, boolean hasTableBorder, boolean hasSuspiciousPattern) { + this(lineChunkCount, textChunkCount, lineToTextRatio, alignedLineGroups, + hasTableBorder, hasSuspiciousPattern, + 0, 0, 0, false, false, false, false, + 0, 0, 0.0, false, 0.0, 0.0); + } + + /** + * Creates new triage signals with all fields. + */ + public TriageSignals(int lineChunkCount, int textChunkCount, double lineToTextRatio, + int alignedLineGroups, boolean hasTableBorder, boolean hasSuspiciousPattern, + int horizontalLineCount, int verticalLineCount, int lineArtCount, + boolean hasGridLines, boolean hasTableBorderLines, + boolean hasRowSeparatorPattern, boolean hasAlignedShortLines, + int tablePatternCount, int maxConsecutiveStreak, double patternDensity, + boolean hasConsecutivePatterns, double largeImageRatio, double largeImageAspectRatio) { + this.lineChunkCount = lineChunkCount; + this.textChunkCount = textChunkCount; + this.lineToTextRatio = lineToTextRatio; + this.alignedLineGroups = alignedLineGroups; + this.hasTableBorder = hasTableBorder; + this.hasSuspiciousPattern = hasSuspiciousPattern; + this.horizontalLineCount = horizontalLineCount; + this.verticalLineCount = verticalLineCount; + this.lineArtCount = lineArtCount; + this.hasGridLines = hasGridLines; + this.hasTableBorderLines = hasTableBorderLines; + this.hasRowSeparatorPattern = hasRowSeparatorPattern; + this.hasAlignedShortLines = hasAlignedShortLines; + this.tablePatternCount = tablePatternCount; + this.maxConsecutiveStreak = maxConsecutiveStreak; + this.patternDensity = patternDensity; + this.hasConsecutivePatterns = hasConsecutivePatterns; + this.largeImageRatio = largeImageRatio; + this.largeImageAspectRatio = largeImageAspectRatio; + } + + /** + * Creates empty signals with default values. + * + * @return A new TriageSignals with zero/false values. + */ + public static TriageSignals empty() { + return new TriageSignals(0, 0, 0.0, 0, false, false, + 0, 0, 0, false, false, false, false, + 0, 0, 0.0, false, 0.0, 0.0); + } + + /** + * Gets the number of LineChunk objects. + * + * @return The line chunk count. + */ + public int getLineChunkCount() { + return lineChunkCount; + } + + /** + * Gets the number of TextChunk objects. + * + * @return The text chunk count. + */ + public int getTextChunkCount() { + return textChunkCount; + } + + /** + * Gets the ratio of LineChunk to total content. + * + * @return The line to text ratio. + */ + public double getLineToTextRatio() { + return lineToTextRatio; + } + + /** + * Gets the number of aligned line groups. + * + * @return The aligned line groups count. + */ + public int getAlignedLineGroups() { + return alignedLineGroups; + } + + /** + * Checks if TableBorder was detected. + * + * @return true if TableBorder is present. + */ + public boolean hasTableBorder() { + return hasTableBorder; + } + + /** + * Checks if suspicious patterns were detected. + * + * @return true if suspicious patterns are present. + */ + public boolean hasSuspiciousPattern() { + return hasSuspiciousPattern; + } + + /** + * Checks if vector graphics indicate table structure. + * + * @return true if any vector graphics signal indicates table. + */ + public boolean hasVectorTableSignal() { + return hasGridLines || hasTableBorderLines || lineArtCount >= MIN_LINE_ART_FOR_TABLE + || hasRowSeparatorPattern || hasAlignedShortLines; + } + + /** + * Checks if text patterns indicate table structure (with consecutive validation). + * + * @return true if text patterns suggest table. + */ + public boolean hasTextTablePattern() { + boolean hasHighPatternCount = tablePatternCount >= HIGH_PATTERN_COUNT_THRESHOLD; + boolean meetsPatternThreshold = tablePatternCount >= MIN_TABLE_PATTERNS + || (patternDensity >= MIN_PATTERN_DENSITY && tablePatternCount >= MIN_PATTERNS_FOR_DENSITY); + return (hasConsecutivePatterns || hasHighPatternCount) && meetsPatternThreshold; + } + + public int getHorizontalLineCount() { + return horizontalLineCount; + } + + public int getVerticalLineCount() { + return verticalLineCount; + } + + public int getLineArtCount() { + return lineArtCount; + } + + public boolean hasGridLines() { + return hasGridLines; + } + + public boolean hasTableBorderLines() { + return hasTableBorderLines; + } + + public boolean hasRowSeparatorPattern() { + return hasRowSeparatorPattern; + } + + public boolean hasAlignedShortLines() { + return hasAlignedShortLines; + } + + public int getTablePatternCount() { + return tablePatternCount; + } + + public int getMaxConsecutiveStreak() { + return maxConsecutiveStreak; + } + + public double getPatternDensity() { + return patternDensity; + } + + public boolean hasConsecutivePatterns() { + return hasConsecutivePatterns; + } + + /** + * Gets the ratio of largest image area to page area. + * + * @return The large image ratio (0.0 to 1.0). + */ + public double getLargeImageRatio() { + return largeImageRatio; + } + + /** + * Checks if a large image is present (potential table/chart image). + * Requires both size (>= 11% of page) and aspect ratio (>= 1.7, wider than tall). + * + * @return true if largest image meets size and aspect ratio criteria. + */ + public boolean hasLargeImage() { + return largeImageRatio >= MIN_LARGE_IMAGE_RATIO + && largeImageAspectRatio >= MIN_IMAGE_ASPECT_RATIO; + } + + /** + * Gets the aspect ratio (width/height) of the largest image. + * + * @return The aspect ratio of the largest image. + */ + public double getLargeImageAspectRatio() { + return largeImageAspectRatio; + } + + @Override + public boolean equals(Object obj) { + if (this == obj) return true; + if (obj == null || getClass() != obj.getClass()) return false; + TriageSignals that = (TriageSignals) obj; + return lineChunkCount == that.lineChunkCount && + textChunkCount == that.textChunkCount && + Double.compare(that.lineToTextRatio, lineToTextRatio) == 0 && + alignedLineGroups == that.alignedLineGroups && + hasTableBorder == that.hasTableBorder && + hasSuspiciousPattern == that.hasSuspiciousPattern && + horizontalLineCount == that.horizontalLineCount && + verticalLineCount == that.verticalLineCount && + lineArtCount == that.lineArtCount && + hasGridLines == that.hasGridLines && + hasTableBorderLines == that.hasTableBorderLines && + hasRowSeparatorPattern == that.hasRowSeparatorPattern && + hasAlignedShortLines == that.hasAlignedShortLines && + tablePatternCount == that.tablePatternCount && + maxConsecutiveStreak == that.maxConsecutiveStreak && + Double.compare(that.patternDensity, patternDensity) == 0 && + hasConsecutivePatterns == that.hasConsecutivePatterns && + Double.compare(that.largeImageRatio, largeImageRatio) == 0 && + Double.compare(that.largeImageAspectRatio, largeImageAspectRatio) == 0; + } + + @Override + public int hashCode() { + return Objects.hash(lineChunkCount, textChunkCount, lineToTextRatio, + alignedLineGroups, hasTableBorder, hasSuspiciousPattern, + horizontalLineCount, verticalLineCount, lineArtCount, + hasGridLines, hasTableBorderLines, hasRowSeparatorPattern, + hasAlignedShortLines, tablePatternCount, maxConsecutiveStreak, + patternDensity, hasConsecutivePatterns, largeImageRatio, + largeImageAspectRatio); + } + + @Override + public String toString() { + return "TriageSignals{" + + "lineChunkCount=" + lineChunkCount + + ", textChunkCount=" + textChunkCount + + ", lineToTextRatio=" + lineToTextRatio + + ", alignedLineGroups=" + alignedLineGroups + + ", hasTableBorder=" + hasTableBorder + + ", hasSuspiciousPattern=" + hasSuspiciousPattern + + ", horizontalLineCount=" + horizontalLineCount + + ", verticalLineCount=" + verticalLineCount + + ", lineArtCount=" + lineArtCount + + ", hasGridLines=" + hasGridLines + + ", hasTableBorderLines=" + hasTableBorderLines + + ", hasRowSeparatorPattern=" + hasRowSeparatorPattern + + ", hasAlignedShortLines=" + hasAlignedShortLines + + ", tablePatternCount=" + tablePatternCount + + ", maxConsecutiveStreak=" + maxConsecutiveStreak + + ", patternDensity=" + patternDensity + + ", hasConsecutivePatterns=" + hasConsecutivePatterns + + ", largeImageRatio=" + largeImageRatio + + ", largeImageAspectRatio=" + largeImageAspectRatio + + '}'; + } + } + + /** + * Configuration for triage thresholds. + * Allows tuning the sensitivity of the triage decision. + */ + public static class TriageThresholds { + private double lineRatioThreshold = DEFAULT_LINE_RATIO_THRESHOLD; + private int alignedLineGroupsThreshold = DEFAULT_ALIGNED_LINE_GROUPS_THRESHOLD; + private double gridGapMultiplier = DEFAULT_GRID_GAP_MULTIPLIER; + + /** + * Creates thresholds with default values. + */ + public TriageThresholds() { + } + + /** + * Gets the line ratio threshold. + * + * @return The threshold for LineChunk to content ratio. + */ + public double getLineRatioThreshold() { + return lineRatioThreshold; + } + + /** + * Sets the line ratio threshold. + * + * @param lineRatioThreshold The threshold value (0.0 to 1.0). + */ + public void setLineRatioThreshold(double lineRatioThreshold) { + this.lineRatioThreshold = lineRatioThreshold; + } + + /** + * Gets the aligned line groups threshold. + * + * @return The minimum number of aligned groups to trigger BACKEND. + */ + public int getAlignedLineGroupsThreshold() { + return alignedLineGroupsThreshold; + } + + /** + * Sets the aligned line groups threshold. + * + * @param alignedLineGroupsThreshold The minimum number of aligned groups. + */ + public void setAlignedLineGroupsThreshold(int alignedLineGroupsThreshold) { + this.alignedLineGroupsThreshold = alignedLineGroupsThreshold; + } + + /** + * Gets the grid gap multiplier. + * + * @return The multiplier for text height to detect grid gaps. + */ + public double getGridGapMultiplier() { + return gridGapMultiplier; + } + + /** + * Sets the grid gap multiplier. + * + * @param gridGapMultiplier The multiplier value. + */ + public void setGridGapMultiplier(double gridGapMultiplier) { + this.gridGapMultiplier = gridGapMultiplier; + } + } + + private TriageProcessor() { + // Static utility class + } + + /** + * Classifies a page for processing path based on its content. + * + *

    Uses a conservative strategy that biases toward BACKEND when uncertain. + * Signals are evaluated in priority order: + *

      + *
    1. CID font extraction failure (replacement char ratio >= 30%)
      2. + *
    2. TableBorder presence (most reliable)
      3. + *
    3. Suspicious text patterns
      4. + *
    4. High LineChunk ratio
      5. + *
    5. Grid pattern detection (aligned baselines with gaps)
      6. + *
    + * + * @param filteredContents The filtered page contents from ContentFilterProcessor. + * @param pageNumber The 0-indexed page number. + * @param config The hybrid configuration (may be null for defaults). + * @return The triage result with decision, confidence, and signals. + */ + public static TriageResult classifyPage( + List filteredContents, + int pageNumber, + HybridConfig config) { + return classifyPage(filteredContents, pageNumber, new TriageThresholds()); + } + + /** + * Classifies a page for processing path with custom thresholds. + * + * @param filteredContents The filtered page contents from ContentFilterProcessor. + * @param pageNumber The 0-indexed page number. + * @param thresholds The triage thresholds to use. + * @return The triage result with decision, confidence, and signals. + */ + public static TriageResult classifyPage( + List filteredContents, + int pageNumber, + TriageThresholds thresholds) { + + // Extract signals from content + TriageSignals signals = extractSignals(filteredContents, pageNumber, thresholds); + + // Signal 0: CID font extraction failure (highest priority) + // Only fires in hybrid mode (classifyPage is only called from HybridDocumentProcessor) + double replacementRatio = StaticLayoutContainers.getReplacementCharRatio(pageNumber); + if (replacementRatio >= 0.3) { + return TriageResult.backend(pageNumber, 1.0, signals); + } + + // Signal 1: TableBorder presence (highest priority, most reliable) + if (signals.hasTableBorder()) { + return TriageResult.backend(pageNumber, 1.0, signals); + } + + // Signal 2: Vector graphics based table detection (grid lines, borders, line art) + if (signals.hasVectorTableSignal()) { + return TriageResult.backend(pageNumber, 0.95, signals); + } + + // Signal 3: Text-based table patterns (with consecutive validation) + if (signals.hasTextTablePattern()) { + return TriageResult.backend(pageNumber, 0.9, signals); + } + + // Signal 3.5: Large image detection (potential table/chart image) + // Added in Experiment 005 (2026-01-03) to catch FN documents with table images + if (signals.hasLargeImage()) { + return TriageResult.backend(pageNumber, 0.85, signals); + } + + // Signal 4: Suspicious text patterns (catches borderless tables) + // Note: Disabled (Experiment 003, 2026-01-03) + // This signal caused 19 FPs (28.4%) by detecting large gaps in non-table layouts + // Disabling reduces FP by 12 with only +1 FN (Recall: 97.62% → 95.24%) + // if (signals.hasSuspiciousPattern()) { + // return TriageResult.backend(pageNumber, 0.85, signals); + // } + + // Signal 5: High LineChunk ratio (grid/border elements) + if (signals.getLineToTextRatio() > thresholds.getLineRatioThreshold()) { + return TriageResult.backend(pageNumber, 0.8, signals); + } + + // Signal 6: Grid pattern detection (aligned baselines with gaps) + // Note: Disabled (Experiment 004D, 2026-01-03) + // This signal caused 12 FPs (21.8%) without detecting any additional true tables + // Disabling reduces FP by 12 with no FN change (Recall: 95.24% maintained) + // if (signals.getAlignedLineGroups() >= thresholds.getAlignedLineGroupsThreshold()) { + // return TriageResult.backend(pageNumber, 0.7, signals); + // } + + // Default: Route to JAVA for simple text-only content + return TriageResult.java(pageNumber, 0.9, signals); + } + + /** + * Extracts triage signals from page contents. + * + * @param filteredContents The filtered page contents. + * @param pageNumber The 0-indexed page number. + * @param thresholds The triage thresholds. + * @return The extracted signals. + */ + static TriageSignals extractSignals( + List filteredContents, + int pageNumber, + TriageThresholds thresholds) { + + if (filteredContents == null || filteredContents.isEmpty()) { + return TriageSignals.empty(); + } + + // Use SignalAccumulator to collect all signals in a single pass + SignalAccumulator accumulator = new SignalAccumulator(); + + for (IObject content : filteredContents) { + if (content instanceof LineChunk) { + accumulator.processLineChunk((LineChunk) content); + } else if (content instanceof TextChunk) { + accumulator.processTextChunk((TextChunk) content); + } else if (content instanceof LineArtChunk) { + accumulator.processLineArtChunk(); + } else if (content instanceof ImageChunk) { + accumulator.processImageChunk((ImageChunk) content); + } + } + + // Calculate derived values + int totalCount = filteredContents.size(); + double lineToTextRatio = totalCount > 0 + ? (double) accumulator.lineChunkCount / totalCount : 0.0; + + // Check for TableBorder in StaticContainers + boolean hasTableBorder = checkTableBorderPresence(pageNumber); + + // Check for suspicious text patterns (grid-like layout) + boolean hasSuspiciousPattern = checkSuspiciousPatterns(accumulator.textChunks); + + // Count aligned line groups (potential table columns) + int alignedLineGroups = countAlignedLineGroups( + accumulator.textChunks, thresholds.getGridGapMultiplier()); + + // Build vector graphics signals + boolean hasGridLines = accumulator.horizontalLineCount >= MIN_GRID_LINES + && accumulator.verticalLineCount >= MIN_GRID_LINES; + boolean hasTableBorderLines = (accumulator.horizontalLineCount + accumulator.verticalLineCount) + >= MIN_LINE_COUNT_FOR_TABLE; + boolean hasRowSeparatorPattern = accumulator.rowSeparatorPatternCount >= MIN_ROW_SEPARATOR_PATTERN; + boolean hasAlignedShortLines = accumulator.hasAlignedShortHorizontalLines(); + + // Build text pattern signals + double patternDensity = accumulator.nonWhitespaceTextCount > 0 + ? (double) accumulator.tablePatternCount / accumulator.nonWhitespaceTextCount : 0.0; + boolean hasConsecutivePatterns = accumulator.maxConsecutiveStreak >= MIN_CONSECUTIVE_PATTERNS; + + // Calculate large image ratio and aspect ratio + double largeImageRatio = 0.0; + double largeImageAspectRatio = accumulator.maxImageAspectRatio; + try { + BoundingBox pageBoundingBox = DocumentProcessor.getPageBoundingBox(pageNumber); + if (pageBoundingBox != null && accumulator.maxImageArea > 0) { + double pageArea = pageBoundingBox.getWidth() * pageBoundingBox.getHeight(); + if (pageArea > 0) { + largeImageRatio = accumulator.maxImageArea / pageArea; + } + } + } catch (Exception e) { + // DocumentProcessor may not be initialized in some test contexts + } + + return new TriageSignals( + accumulator.lineChunkCount, + accumulator.textChunkCount, + lineToTextRatio, + alignedLineGroups, + hasTableBorder, + hasSuspiciousPattern, + accumulator.horizontalLineCount, + accumulator.verticalLineCount, + accumulator.lineArtCount, + hasGridLines, + hasTableBorderLines, + hasRowSeparatorPattern, + hasAlignedShortLines, + accumulator.tablePatternCount, + accumulator.maxConsecutiveStreak, + patternDensity, + hasConsecutivePatterns, + largeImageRatio, + largeImageAspectRatio + ); + } + + /** + * Helper class to accumulate signals during page analysis. + */ + private static class SignalAccumulator { + int lineChunkCount = 0; + int textChunkCount = 0; + int nonWhitespaceTextCount = 0; + int horizontalLineCount = 0; + int verticalLineCount = 0; + int lineArtCount = 0; + int tablePatternCount = 0; + int currentConsecutiveStreak = 0; + int maxConsecutiveStreak = 0; + int rowSeparatorPatternCount = 0; + boolean lastWasHorizontalLine = false; + TextChunk previousTextChunk = null; + List textChunks = new ArrayList<>(); + List shortHorizontalLines = new ArrayList<>(); + double maxImageArea = 0.0; + double maxImageAspectRatio = 0.0; + + void processLineChunk(LineChunk lineChunk) { + lineChunkCount++; + BoundingBox box = lineChunk.getBoundingBox(); + double width = box.getRightX() - box.getLeftX(); + double height = box.getTopY() - box.getBottomY(); + + // Horizontal line: width >> height + if (width > height * 3) { + horizontalLineCount++; + if (!lastWasHorizontalLine) { + rowSeparatorPatternCount++; + } + // Track short horizontal lines for aligned pattern detection + shortHorizontalLines.add(new double[]{box.getLeftX(), width}); + lastWasHorizontalLine = true; + } + // Vertical line: height >> width + else if (height > width * 3) { + verticalLineCount++; + } + } + + void processLineArtChunk() { + lineArtCount++; + } + + void processImageChunk(ImageChunk imageChunk) { + BoundingBox box = imageChunk.getBoundingBox(); + double width = box.getRightX() - box.getLeftX(); + double height = box.getTopY() - box.getBottomY(); + double area = width * height; + if (area > maxImageArea) { + maxImageArea = area; + // Store aspect ratio of the largest image + maxImageAspectRatio = height > 0 ? width / height : 0.0; + } + } + + void processTextChunk(TextChunk textChunk) { + textChunkCount++; + textChunks.add(textChunk); + + if (textChunk.isWhiteSpaceChunk()) { + return; + } + + nonWhitespaceTextCount++; + lastWasHorizontalLine = false; + + if (previousTextChunk != null) { + if (areSuspiciousTextChunks(previousTextChunk, textChunk)) { + tablePatternCount++; + currentConsecutiveStreak++; + if (currentConsecutiveStreak > maxConsecutiveStreak) { + maxConsecutiveStreak = currentConsecutiveStreak; + } + } else { + currentConsecutiveStreak = 0; + } + } + previousTextChunk = textChunk; + } + + /** + * Detects suspicious text chunks that may indicate table structure. + */ + private boolean areSuspiciousTextChunks(TextChunk previous, TextChunk current) { + // Text going backwards suggests multi-column layout or table + if (previous.getTopY() < current.getBottomY()) { + // Filter out multi-column layout: X moves significantly left + double xShift = previous.getLeftX() - current.getLeftX(); + double textWidth = previous.getRightX() - previous.getLeftX(); + if (textWidth > 0 && xShift > textWidth * MULTI_COLUMN_X_SHIFT_RATIO) { + return false; + } + return true; + } + // Same baseline with large horizontal gap suggests table cell boundaries + double baselineDiff = Math.abs(previous.getBaseLine() - current.getBaseLine()); + double avgHeight = (previous.getHeight() + current.getHeight()) / 2.0; + if (baselineDiff < avgHeight * BASELINE_EPSILON) { + return current.getLeftX() - previous.getRightX() > current.getHeight() * X_DIFFERENCE_EPSILON; + } + return false; + } + + /** + * Checks for aligned short horizontal lines with same length and X position. + */ + boolean hasAlignedShortHorizontalLines() { + if (shortHorizontalLines.size() < MIN_ALIGNED_SHORT_LINES) { + return false; + } + for (int i = 0; i < shortHorizontalLines.size(); i++) { + double[] refLine = shortHorizontalLines.get(i); + double refLeftX = refLine[0]; + double refLen = refLine[1]; + int matchCount = 1; + for (int j = i + 1; j < shortHorizontalLines.size(); j++) { + double[] line = shortHorizontalLines.get(j); + double leftX = line[0]; + double len = line[1]; + double xDiff = Math.abs(refLeftX - leftX); + double lenDiff = Math.abs(refLen - len); + double maxLen = Math.max(refLen, len); + boolean xMatches = maxLen > 0 && xDiff / maxLen <= LINE_LENGTH_TOLERANCE; + boolean lenMatches = maxLen > 0 && lenDiff / maxLen <= LINE_LENGTH_TOLERANCE; + if (xMatches && lenMatches) { + matchCount++; + if (matchCount >= MIN_ALIGNED_SHORT_LINES) { + return true; + } + } + } + } + return false; + } + } + + /** + * Checks if any TableBorder exists for the given page. + * + * @param pageNumber The 0-indexed page number. + * @return true if TableBorder is detected, false otherwise. + */ + private static boolean checkTableBorderPresence(int pageNumber) { + try { + SortedSet tableBorders = + StaticContainers.getTableBordersCollection().getTableBorders(pageNumber); + return tableBorders != null && !tableBorders.isEmpty(); + } catch (Exception e) { + // StaticContainers may not be initialized in some contexts + return false; + } + } + + /** + * Checks for suspicious text patterns indicating possible tables. + * Looks for text chunks on the same baseline with large horizontal gaps. + * + * @param textChunks The list of text chunks on the page. + * @return true if suspicious patterns are detected, false otherwise. + */ + private static boolean checkSuspiciousPatterns(List textChunks) { + if (textChunks.size() < 2) { + return false; + } + + TextChunk previous = null; + for (TextChunk current : textChunks) { + if (current.isWhiteSpaceChunk()) { + continue; + } + // Check if text chunks are on the same line with large gap + // Note: Y-overlap check removed (Experiment 001, 2026-01-03) + // The condition `previous.getTopY() < current.getBottomY()` caused 59% of FPs + if (previous != null && areOnSameBaseline(previous, current)) { + double gap = current.getLeftX() - previous.getRightX(); + double avgHeight = (previous.getHeight() + current.getHeight()) / 2.0; + // Gap larger than 3x text height suggests table columns + if (gap > avgHeight * 3.0) { + return true; + } + } + previous = current; + } + return false; + } + + /** + * Checks if two text chunks are on the same baseline. + * + * @param chunk1 First text chunk. + * @param chunk2 Second text chunk. + * @return true if baselines are aligned within epsilon. + */ + private static boolean areOnSameBaseline(TextChunk chunk1, TextChunk chunk2) { + double baselineDiff = Math.abs(chunk1.getBaseLine() - chunk2.getBaseLine()); + double avgHeight = (chunk1.getHeight() + chunk2.getHeight()) / 2.0; + return baselineDiff < avgHeight * BASELINE_EPSILON; + } + + /** + * Counts groups of text chunks with aligned baselines and large gaps. + * Multiple aligned groups suggest a table structure. + * + * @param textChunks The list of text chunks. + * @param gapMultiplier The gap threshold multiplier. + * @return The number of aligned groups detected. + */ + private static int countAlignedLineGroups(List textChunks, double gapMultiplier) { + if (textChunks.size() < 2) { + return 0; + } + + // Group text chunks by baseline + Map> baselineGroups = new HashMap<>(); + for (TextChunk chunk : textChunks) { + if (chunk.isWhiteSpaceChunk()) { + continue; + } + // Round baseline to group similar values + double roundedBaseline = Math.round(chunk.getBaseLine() * 10.0) / 10.0; + + // Find existing group within epsilon + Double matchedKey = null; + for (Double key : baselineGroups.keySet()) { + if (Math.abs(key - roundedBaseline) < chunk.getHeight() * BASELINE_EPSILON) { + matchedKey = key; + break; + } + } + + if (matchedKey != null) { + baselineGroups.get(matchedKey).add(chunk); + } else { + List group = new ArrayList<>(); + group.add(chunk); + baselineGroups.put(roundedBaseline, group); + } + } + + // Count groups with multiple chunks and large gaps + int alignedGroupCount = 0; + for (List group : baselineGroups.values()) { + if (group.size() >= 2) { + // Sort by X position + group.sort((a, b) -> Double.compare(a.getLeftX(), b.getLeftX())); + + // Check for large gaps between consecutive chunks + boolean hasLargeGap = false; + for (int i = 1; i < group.size(); i++) { + TextChunk prev = group.get(i - 1); + TextChunk curr = group.get(i); + double gap = curr.getLeftX() - prev.getRightX(); + double avgHeight = (prev.getHeight() + curr.getHeight()) / 2.0; + if (gap > avgHeight * gapMultiplier) { + hasLargeGap = true; + break; + } + } + + if (hasLargeGap) { + alignedGroupCount++; + } + } + } + + return alignedGroupCount; + } + + /** + * Performs batch triage for all pages in a document. + * + * @param pageContents Map of page number to filtered contents. + * @param config The hybrid configuration. + * @return Map of page number to triage result. + */ + public static Map triageAllPages( + Map> pageContents, + HybridConfig config) { + return triageAllPages(pageContents, new TriageThresholds()); + } + + /** + * Performs batch triage for all pages with custom thresholds. + * + * @param pageContents Map of page number to filtered contents. + * @param thresholds The triage thresholds to use. + * @return Map of page number to triage result. + */ + public static Map triageAllPages( + Map> pageContents, + TriageThresholds thresholds) { + + Map results = new HashMap<>(); + + for (Map.Entry> entry : pageContents.entrySet()) { + int pageNumber = entry.getKey(); + List contents = entry.getValue(); + TriageResult result = classifyPage(contents, pageNumber, thresholds); + results.put(pageNumber, result); + } + + return results; + } + + /** + * Performs batch triage for a list of pages (indexed by position). + * + * @param pagesContents List of page contents, where index is page number. + * @param config The hybrid configuration. + * @return Map of page number to triage result. + */ + public static Map triageAllPages( + List> pagesContents, + HybridConfig config) { + + Map> pageMap = new HashMap<>(); + for (int i = 0; i < pagesContents.size(); i++) { + pageMap.put(i, pagesContents.get(i)); + } + return triageAllPages(pageMap, config); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/JsonName.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/JsonName.java new file mode 100644 index 0000000..46e6452 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/JsonName.java @@ -0,0 +1,81 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json; + +public class JsonName { + public static final String PAGE_NUMBER = "page number"; + public static final String LEVEL = "level"; + public static final String BOUNDING_BOX = "bounding box"; + public static final String TYPE = "type"; + public static final String ID = "id"; + public static final String IMAGE_CHUNK_TYPE = "image"; + public static final String LIST_ITEM_TYPE = "list item"; + public static final String LINE_CHUNK_TYPE = "line"; + public static final String CONTENT = "content"; + public static final String HIDDEN_TEXT = "hidden text"; + public static final String TEXT_CHUNK_TYPE = "text chunk"; + public static final String TABLE_TYPE = "table"; + public static final String TEXT_BLOCK = "text block"; + public static final String LIST_TYPE = "list"; + public static final String TOC_TYPE = "toc"; + public static final String TOC_ITEM_TYPE = "toc item"; + public static final String TABLE_CELL_TYPE = "table cell"; + public static final String ROW_TYPE = "table row"; + public static final String FONT_TYPE = "font"; + public static final String FONT_SIZE = "font size"; + public static final String TEXT_COLOR = "text color"; + public static final String PARAGRAPH_TYPE = "paragraph"; + public static final String HEADING_TYPE = "heading"; + public static final String CAPTION_TYPE = "caption"; + public static final String KIDS = "kids"; + public static final String LIST_ITEMS = "list items"; + public static final String TOC_ITEMS = "toc items"; + public static final String NUMBER_OF_LIST_ITEMS = "number of list items"; + public static final String PREVIOUS_LIST_ID = "previous list id"; + public static final String NEXT_LIST_ID = "next list id"; + public static final String PREVIOUS_TOC_ID = "previous toc id"; + public static final String NEXT_TOC_ID = "next toc id"; + public static final String PREVIOUS_TABLE_ID = "previous table id"; + public static final String NEXT_TABLE_ID = "next table id"; + public static final String AUTHOR = "author"; + public static final String TITLE = "title"; + public static final String COLUMN_NUMBER = "column number"; + public static final String ROW_NUMBER = "row number"; + public static final String COLUMN_SPAN = "column span"; + public static final String ROW_SPAN = "row span"; + public static final String IS_HEADER = "is_header"; + public static final String NUMBER_OF_ROWS = "number of rows"; + public static final String NUMBER_OF_COLUMNS = "number of columns"; + public static final String NUMBER_OF_PAGES = "number of pages"; + public static final String FILE_NAME = "file name"; + public static final String HEADING_LEVEL = "heading level"; + public static final String CREATION_DATE = "creation date"; + public static final String MODIFICATION_DATE = "modification date"; + public static final String ROWS = "rows"; + public static final String CELLS = "cells"; + public static final String NUMBERING_STYLE = "numbering style"; + public static final String SOURCE = "source"; + public static final String DATA = "data"; + public static final String IMAGE_FORMAT = "format"; + public static final String FORMULA_TYPE = "formula"; + public static final String DESCRIPTION = "description"; + public static final String ALT = "alt"; + public static final String ALT_SOURCE = "alt_source"; + public static final String AI_SCORE = "ai_score"; + public static final String PDFUA_TAG = "pdfua_tag"; + public static final String SOURCE_LABEL = "source label"; + public static final String HYBRID = "hybrid"; +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/JsonWriter.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/JsonWriter.java new file mode 100644 index 0000000..97fcec7 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/JsonWriter.java @@ -0,0 +1,134 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json; + +import com.fasterxml.jackson.core.JsonEncoding; +import com.fasterxml.jackson.core.JsonFactory; +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.core.util.DefaultPrettyPrinter; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.verapdf.as.ASAtom; +import org.verapdf.cos.COSDictionary; +import org.verapdf.cos.COSObjType; +import org.verapdf.cos.COSObject; +import org.verapdf.cos.COSTrailer; +import org.verapdf.gf.model.impl.cos.GFCosInfo; +import org.verapdf.pd.PDDocument; +import org.verapdf.tools.StaticResources; +import org.opendataloader.pdf.hybrid.ElementMetadata; +import org.opendataloader.pdf.json.serializers.SerializerUtil; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeaderOrFooter; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.io.File; +import java.io.IOException; +import java.util.Collections; +import java.util.List; +import java.util.Map; +import java.util.logging.Level; +import java.util.logging.Logger; + +public class JsonWriter { + private static final Logger LOGGER = Logger.getLogger(JsonWriter.class.getCanonicalName()); + private static JsonGenerator getJsonGenerator(String fileName) throws IOException { + JsonFactory jsonFactory = new JsonFactory(); + return jsonFactory.createGenerator(new File(fileName), JsonEncoding.UTF8) + .setPrettyPrinter(new DefaultPrettyPrinter()) + .setCodec(ObjectMapperHolder.getObjectMapper()); + } + + public static void writeToJson(File inputPDF, String outputFolder, List> contents) throws IOException { + writeToJson(inputPDF, outputFolder, contents, Collections.emptyMap(), null); + } + + public static void writeToJson(File inputPDF, String outputFolder, List> contents, + Map elementMetadata) throws IOException { + writeToJson(inputPDF, outputFolder, contents, elementMetadata, null); + } + + public static void writeToJson(File inputPDF, String outputFolder, List> contents, + Map elementMetadata, + Map hybridInfo) throws IOException { + writeToJson(inputPDF, outputFolder, contents, elementMetadata, hybridInfo, false); + } + + public static void writeToJson(File inputPDF, String outputFolder, List> contents, + Map elementMetadata, + Map hybridInfo, + boolean includeHeaderFooter) throws IOException { + StaticLayoutContainers.resetImageIndex(); + String jsonFileName = outputFolder + File.separator + inputPDF.getName().substring(0, inputPDF.getName().length() - 3) + "json"; + try (JsonGenerator jsonGenerator = getJsonGenerator(jsonFileName)) { + jsonGenerator.writeStartObject(); + writeDocumentInfo(jsonGenerator, inputPDF.getName()); + + if (hybridInfo != null && !hybridInfo.isEmpty()) { + writeHybridBlock(jsonGenerator, hybridInfo); + } + + SerializerUtil.setElementMetadata(elementMetadata); + try { + jsonGenerator.writeArrayFieldStart(JsonName.KIDS); + for (int pageNumber = 0; pageNumber < StaticContainers.getDocument().getNumberOfPages(); pageNumber++) { + for (IObject content : contents.get(pageNumber)) { + if (content instanceof LineArtChunk) { + continue; + } + if (!includeHeaderFooter && content instanceof SemanticHeaderOrFooter) { + continue; + } + jsonGenerator.writePOJO(content); + } + } + jsonGenerator.writeEndArray(); + } finally { + SerializerUtil.clearElementMetadata(); + } + + jsonGenerator.writeEndObject(); + LOGGER.log(Level.INFO, "Created {0}", jsonFileName); + } catch (Exception ex) { + LOGGER.log(Level.WARNING, "Unable to create JSON output: " + ex.getMessage()); + } + } + + private static void writeHybridBlock(JsonGenerator generator, Map hybridInfo) throws IOException { + generator.writeObjectFieldStart(JsonName.HYBRID); + for (Map.Entry entry : hybridInfo.entrySet()) { + generator.writePOJOField(entry.getKey(), entry.getValue()); + } + generator.writeEndObject(); + } + + private static void writeDocumentInfo(JsonGenerator generator, String pdfName) throws IOException { + PDDocument document = StaticResources.getDocument(); + generator.writeStringField(JsonName.FILE_NAME, pdfName); + generator.writeNumberField(JsonName.NUMBER_OF_PAGES, document.getNumberOfPages()); + COSTrailer trailer = document.getDocument().getTrailer(); + COSObject object = trailer.getKey(ASAtom.INFO); + GFCosInfo info = new GFCosInfo((COSDictionary) + (object != null && object.getType() == COSObjType.COS_DICT ? + object.getDirectBase() : COSDictionary.construct().get())); + generator.writeStringField(JsonName.AUTHOR, info.getAuthor() != null ? info.getAuthor() : info.getXMPCreator()); + generator.writeStringField(JsonName.TITLE, info.getTitle() != null ? info.getTitle() : info.getXMPTitle()); + generator.writeStringField(JsonName.CREATION_DATE, info.getCreationDate() != null ? + info.getCreationDate() : info.getXMPCreateDate()); + generator.writeStringField(JsonName.MODIFICATION_DATE, info.getModDate() != null ? + info.getModDate() : info.getXMPModifyDate()); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/ObjectMapperHolder.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/ObjectMapperHolder.java new file mode 100644 index 0000000..a08edeb --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/ObjectMapperHolder.java @@ -0,0 +1,103 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json; + +import com.fasterxml.jackson.core.Version; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.module.SimpleModule; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.json.serializers.*; +import org.verapdf.wcag.algorithms.entities.*; +import org.verapdf.wcag.algorithms.entities.content.*; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +public class ObjectMapperHolder { + private static final ObjectMapper objectMapper = new ObjectMapper(); + + static { + + SimpleModule module = new SimpleModule("NodeSerializer", new Version(2, 1, + 3, null, null, null)); + + TextChunkSerializer textChunkSerializer = new TextChunkSerializer(TextChunk.class); + module.addSerializer(TextChunk.class, textChunkSerializer); + + TextLineSerializer textLineSerializer = new TextLineSerializer(TextLine.class); + module.addSerializer(TextLine.class, textLineSerializer); + + ImageSerializer imageSerializer = new ImageSerializer(ImageChunk.class); + module.addSerializer(ImageChunk.class, imageSerializer); + + TableSerializer tableSerializer = new TableSerializer(TableBorder.class); + module.addSerializer(TableBorder.class, tableSerializer); + + TableCellSerializer tableCellSerializer = new TableCellSerializer(TableBorderCell.class); + module.addSerializer(TableBorderCell.class, tableCellSerializer); + + ListSerializer listSerializer = new ListSerializer(PDFList.class); + module.addSerializer(PDFList.class, listSerializer); + + ListItemSerializer listItemSerializer = new ListItemSerializer(ListItem.class); + module.addSerializer(ListItem.class, listItemSerializer); + + TOCSerializer tocSerializer = new TOCSerializer(SemanticTOC.class); + module.addSerializer(SemanticTOC.class, tocSerializer); + + TOCItemSerializer tocItemSerializer = new TOCItemSerializer(SemanticTOCI.class); + module.addSerializer(SemanticTOCI.class, tocItemSerializer); + + LineChunkSerializer lineChunkSerializer = new LineChunkSerializer(LineChunk.class); + module.addSerializer(LineChunk.class, lineChunkSerializer); + + SemanticTextNodeSerializer semanticTextNodeSerializer = new SemanticTextNodeSerializer(SemanticTextNode.class); + module.addSerializer(SemanticTextNode.class, semanticTextNodeSerializer); + + TableRowSerializer tableRowSerializer = new TableRowSerializer(TableBorderRow.class); + module.addSerializer(TableBorderRow.class, tableRowSerializer); + + HeadingSerializer headingSerializer = new HeadingSerializer(SemanticHeading.class); + module.addSerializer(SemanticHeading.class, headingSerializer); + + CaptionSerializer captionSerializer = new CaptionSerializer(SemanticCaption.class); + module.addSerializer(SemanticCaption.class, captionSerializer); + + DoubleSerializer doubleSerializer = new DoubleSerializer(Double.class); + module.addSerializer(Double.class, doubleSerializer); + + HeaderFooterSerializer headerFooterSerializer = new HeaderFooterSerializer(SemanticHeaderOrFooter.class); + module.addSerializer(SemanticHeaderOrFooter.class, headerFooterSerializer); + + FormulaSerializer formulaSerializer = new FormulaSerializer(SemanticFormula.class); + module.addSerializer(SemanticFormula.class, formulaSerializer); + + PictureSerializer pictureSerializer = new PictureSerializer(SemanticPicture.class); + module.addSerializer(SemanticPicture.class, pictureSerializer); + + //ParagraphSerializer paragraphSerializer = new ParagraphSerializer(SemanticParagraph.class); + //module.addSerializer(SemanticParagraph.class, paragraphSerializer); + + objectMapper.registerModule(module); + } + + public static ObjectMapper getObjectMapper() { + return objectMapper; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/CaptionSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/CaptionSerializer.java new file mode 100644 index 0000000..4b83ab5 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/CaptionSerializer.java @@ -0,0 +1,53 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.SemanticCaption; + +import java.io.IOException; + +/** + * Jackson serializer for SemanticCaption objects. + * Serializes captions with their essential info and linked content ID. + */ +public class CaptionSerializer extends StdSerializer { + + /** + * Creates a new CaptionSerializer. + * + * @param t the class type for SemanticCaption + */ + public CaptionSerializer(Class t) { + super(t); + } + + @Override + public void serialize(SemanticCaption caption, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, caption, JsonName.CAPTION_TYPE); + if (caption.getLinkedContentId() != null) { + jsonGenerator.writeNumberField("linked content id", caption.getLinkedContentId()); + } + SerializerUtil.writeTextInfo(jsonGenerator, caption); + SerializerUtil.writeMetadataIfPresent(jsonGenerator, caption); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/DoubleSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/DoubleSerializer.java new file mode 100644 index 0000000..fb07eed --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/DoubleSerializer.java @@ -0,0 +1,58 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; + +import java.io.IOException; +import java.math.BigDecimal; +import java.math.RoundingMode; + +/** + * Jackson serializer for Double values. + * Rounds double values to 3 decimal places for cleaner JSON output. + */ +public class DoubleSerializer extends StdSerializer { + + /** + * Creates a new DoubleSerializer. + * + * @param t the class type for Double + */ + public DoubleSerializer(Class t) { + super(t); + } + + private static final int DEFAULT_ROUNDING_VALUE = 3; + + @Override + public void serialize(Double number, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeNumber(round(number, DEFAULT_ROUNDING_VALUE)); + } + + private static double round(double value, int decimalPlaces) { + if (decimalPlaces < 0) { + throw new IllegalArgumentException(); + } + + BigDecimal bigDecimalValue = new BigDecimal(Double.toString(value)); + bigDecimalValue = bigDecimalValue.setScale(decimalPlaces, RoundingMode.HALF_UP); + return bigDecimalValue.doubleValue(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/FormulaSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/FormulaSerializer.java new file mode 100644 index 0000000..2733573 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/FormulaSerializer.java @@ -0,0 +1,55 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.json.JsonName; + +import java.io.IOException; + +/** + * JSON serializer for SemanticFormula objects. + * + *

    Produces JSON output in the format: + * 

    + * {
+ *   "type": "formula",
+ *   "id": 123,
+ *   "page number": 1,
+ *   "bounding box": [x1, y1, x2, y2],
+ *   "content": "\\frac{a}{b}"
+ * }
+ *
    + */ +public class FormulaSerializer extends StdSerializer { + + public FormulaSerializer(Class t) { + super(t); + } + + @Override + public void serialize(SemanticFormula formula, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, formula, JsonName.FORMULA_TYPE); + jsonGenerator.writeStringField(JsonName.CONTENT, formula.getLatex()); + SerializerUtil.writeMetadataIfPresent(jsonGenerator, formula); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/HeaderFooterSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/HeaderFooterSerializer.java new file mode 100644 index 0000000..faff034 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/HeaderFooterSerializer.java @@ -0,0 +1,57 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeaderOrFooter; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; + +import java.io.IOException; + +/** + * Jackson serializer for SemanticHeaderOrFooter objects. + * Serializes headers and footers with their child contents. + */ +public class HeaderFooterSerializer extends StdSerializer { + + /** + * Creates a new HeaderFooterSerializer. + * + * @param t the class type for SemanticHeaderOrFooter + */ + public HeaderFooterSerializer(Class t) { + super(t); + } + + @Override + public void serialize(SemanticHeaderOrFooter header, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, header, header.getSemanticType().getValue().toLowerCase()); + jsonGenerator.writeArrayFieldStart(JsonName.KIDS); + for (IObject content : header.getContents()) { + if (!(content instanceof LineArtChunk)) { + jsonGenerator.writePOJO(content); + } + } + jsonGenerator.writeEndArray(); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/HeadingSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/HeadingSerializer.java new file mode 100644 index 0000000..db32410 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/HeadingSerializer.java @@ -0,0 +1,51 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; + +import java.io.IOException; + +/** + * Jackson serializer for SemanticHeading objects. + * Serializes headings with their level and text content. + */ +public class HeadingSerializer extends StdSerializer { + + /** + * Creates a new HeadingSerializer. + * + * @param t the class type for SemanticHeading + */ + public HeadingSerializer(Class t) { + super(t); + } + + @Override + public void serialize(SemanticHeading heading, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, heading, JsonName.HEADING_TYPE); + jsonGenerator.writeNumberField(JsonName.HEADING_LEVEL, heading.getHeadingLevel()); + SerializerUtil.writeTextInfo(jsonGenerator, heading); + SerializerUtil.writeMetadataIfPresent(jsonGenerator, heading); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ImageSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ImageSerializer.java new file mode 100644 index 0000000..1e7ef7e --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ImageSerializer.java @@ -0,0 +1,82 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.EnrichedImageChunk; +import org.opendataloader.pdf.json.JsonName; +import org.opendataloader.pdf.markdown.MarkdownSyntax; +import org.opendataloader.pdf.utils.Base64ImageUtils; +import org.opendataloader.pdf.utils.ImagesUtils; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; + +import java.io.File; +import java.io.IOException; + +public class ImageSerializer extends StdSerializer { + + public ImageSerializer(Class t) { + super(t); + } + + @Override + public void serialize(ImageChunk imageChunk, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + String imageFormat = StaticLayoutContainers.getImageFormat(); + String absolutePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectory(), File.separator, imageChunk.getIndex(), imageFormat); + String relativePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectoryName(), "/", imageChunk.getIndex(), imageFormat); + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, imageChunk, JsonName.IMAGE_CHUNK_TYPE); + // alt / alt_source policy (PDF/UA semantics): + // - original /Alt present → alt = original, alt_source = "original" + // - no /Alt, AI caption → alt = AI caption, alt_source = "ai-generated" + // - neither present → no alt field, alt_source = "missing" + // We never synthesize a placeholder like "Image N": PDF/UA forbids false + // alternatives and a synthetic string defeats the evidence-report + // signal a reviewer needs to find genuinely missing alt text. + String alt = ""; + String altSource = "missing"; + if (imageChunk instanceof EnrichedImageChunk) { + EnrichedImageChunk eic = (EnrichedImageChunk) imageChunk; + alt = eic.sanitizeDescription(); + if (!alt.isEmpty()) { + altSource = eic.getAltSource() == EnrichedImageChunk.AltSource.AI_GENERATED + ? "ai-generated" : "original"; + } + } + if (!alt.isEmpty()) { + jsonGenerator.writeStringField(JsonName.ALT, alt); + } + jsonGenerator.writeStringField(JsonName.ALT_SOURCE, altSource); + if (ImagesUtils.isImageFileExists(absolutePath)) { + if (StaticLayoutContainers.isEmbedImages()) { + File imageFile = new File(absolutePath); + String dataUri = Base64ImageUtils.toDataUri(imageFile, imageFormat); + if (dataUri != null) { + jsonGenerator.writeStringField(JsonName.DATA, dataUri); + jsonGenerator.writeStringField(JsonName.IMAGE_FORMAT, imageFormat); + } + } else { + jsonGenerator.writeStringField(JsonName.SOURCE, relativePath); + } + } + SerializerUtil.writeMetadataIfPresent(jsonGenerator, imageChunk); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/LineChunkSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/LineChunkSerializer.java new file mode 100644 index 0000000..85a30ca --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/LineChunkSerializer.java @@ -0,0 +1,39 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; + +import java.io.IOException; + +public class LineChunkSerializer extends StdSerializer { + + public LineChunkSerializer(Class t) { + super(t); + } + + @Override + public void serialize(LineChunk lineChunk, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, lineChunk, JsonName.LINE_CHUNK_TYPE); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ListItemSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ListItemSerializer.java new file mode 100644 index 0000000..b7a0697 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ListItemSerializer.java @@ -0,0 +1,49 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; + +import java.io.IOException; + +public class ListItemSerializer extends StdSerializer { + + public ListItemSerializer(Class t) { + super(t); + } + + @Override + public void serialize(ListItem item, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, item, JsonName.LIST_ITEM_TYPE); + SerializerUtil.writeTextInfo(jsonGenerator, item); + jsonGenerator.writeArrayFieldStart(JsonName.KIDS); + for (IObject content : item.getContents()) { + if (!(content instanceof LineArtChunk)) { + jsonGenerator.writePOJO(content); + } + } + jsonGenerator.writeEndArray(); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ListSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ListSerializer.java new file mode 100644 index 0000000..2e4b372 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ListSerializer.java @@ -0,0 +1,55 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; + +import java.io.IOException; + +public class ListSerializer extends StdSerializer { + + public ListSerializer(Class t) { + super(t); + } + + @Override + public void serialize(PDFList list, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, list, JsonName.LIST_TYPE); + jsonGenerator.writeStringField(JsonName.NUMBERING_STYLE, list.getNumberingStyle()); + jsonGenerator.writeNumberField(JsonName.NUMBER_OF_LIST_ITEMS, list.getNumberOfListItems()); + if (list.getPreviousListId() != null) { + jsonGenerator.writeNumberField(JsonName.PREVIOUS_LIST_ID, list.getPreviousListId()); + } + if (list.getNextListId() != null) { + jsonGenerator.writeNumberField(JsonName.NEXT_LIST_ID, list.getNextListId()); + } + jsonGenerator.writeArrayFieldStart(JsonName.LIST_ITEMS); + for (ListItem item : list.getListItems()) { + jsonGenerator.writePOJO(item); + } + + jsonGenerator.writeEndArray(); + SerializerUtil.writeMetadataIfPresent(jsonGenerator, list); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ParagraphSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ParagraphSerializer.java new file mode 100644 index 0000000..5938251 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/ParagraphSerializer.java @@ -0,0 +1,41 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; + +import java.io.IOException; + +public class ParagraphSerializer extends StdSerializer { + + public ParagraphSerializer(Class t) { + super(t); + } + + @Override + public void serialize(SemanticParagraph textParagraph, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, textParagraph, JsonName.PARAGRAPH_TYPE); + SerializerUtil.writeTextInfo(jsonGenerator, textParagraph); + SerializerUtil.writeMetadataIfPresent(jsonGenerator, textParagraph); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/PictureSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/PictureSerializer.java new file mode 100644 index 0000000..0c47e0b --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/PictureSerializer.java @@ -0,0 +1,80 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.json.JsonName; +import org.opendataloader.pdf.markdown.MarkdownSyntax; +import org.opendataloader.pdf.utils.Base64ImageUtils; +import org.opendataloader.pdf.utils.ImagesUtils; + +import java.io.File; +import java.io.IOException; + +/** + * JSON serializer for SemanticPicture elements. + * + *

    Serializes pictures with their description (alt text) and image source. + */ +public class PictureSerializer extends StdSerializer { + + public PictureSerializer(Class t) { + super(t); + } + + @Override + public void serialize(SemanticPicture picture, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + String imageFormat = StaticLayoutContainers.getImageFormat(); + String absolutePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectory(), File.separator, picture.getPictureIndex(), imageFormat); + String relativePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectoryName(), "/", picture.getPictureIndex(), imageFormat); + + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, picture, JsonName.IMAGE_CHUNK_TYPE); + + // alt / alt_source — same policy as ImageSerializer. A SemanticPicture + // only reaches this serializer when enrichBackendResults could not + // match it to a Java ImageChunk, i.e. the backend (always AI for + // SemanticPicture today) is the only source of alt text. Drop the + // legacy `description` field in favor of the unified `alt` schema. + String alt = picture.hasDescription() ? picture.sanitizeDescription() : ""; + if (!alt.isEmpty()) { + jsonGenerator.writeStringField(JsonName.ALT, alt); + jsonGenerator.writeStringField(JsonName.ALT_SOURCE, "ai-generated"); + } else { + jsonGenerator.writeStringField(JsonName.ALT_SOURCE, "missing"); + } + + if (ImagesUtils.isImageFileExists(absolutePath)) { + if (StaticLayoutContainers.isEmbedImages()) { + File imageFile = new File(absolutePath); + String dataUri = Base64ImageUtils.toDataUri(imageFile, imageFormat); + if (dataUri != null) { + jsonGenerator.writeStringField(JsonName.DATA, dataUri); + jsonGenerator.writeStringField(JsonName.IMAGE_FORMAT, imageFormat); + } + } else { + jsonGenerator.writeStringField(JsonName.SOURCE, relativePath); + } + } + SerializerUtil.writeMetadataIfPresent(jsonGenerator, picture); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/SemanticTextNodeSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/SemanticTextNodeSerializer.java new file mode 100644 index 0000000..4d8a041 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/SemanticTextNodeSerializer.java @@ -0,0 +1,41 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; + +import java.io.IOException; + +//For now this class is used to process headers, footers, headings, captions. +public class SemanticTextNodeSerializer extends StdSerializer { + + public SemanticTextNodeSerializer(Class t) { + super(t); + } + + @Override + public void serialize(SemanticTextNode textNode, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, textNode, textNode.getSemanticType().toString().toLowerCase()); + SerializerUtil.writeTextInfo(jsonGenerator, textNode); + SerializerUtil.writeMetadataIfPresent(jsonGenerator, textNode); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/SerializerUtil.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/SerializerUtil.java new file mode 100644 index 0000000..b386744 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/SerializerUtil.java @@ -0,0 +1,219 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import org.opendataloader.pdf.hybrid.ElementMetadata; +import org.opendataloader.pdf.json.JsonName; +import org.opendataloader.pdf.utils.TextNodeUtils; +import org.verapdf.tools.TaggedPDFConstants; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.TextBlock; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; + +import java.io.IOException; +import java.util.Arrays; +import java.util.Collections; +import java.util.Map; + +public class SerializerUtil { + + private static final ThreadLocal> ELEMENT_METADATA = + ThreadLocal.withInitial(Collections::emptyMap); + + public static void setElementMetadata(Map metadata) { + ELEMENT_METADATA.set(metadata != null ? metadata : Collections.emptyMap()); + } + + public static void clearElementMetadata() { + ELEMENT_METADATA.remove(); + } + + /** + * Writes element-level metadata fields (confidence, source label, etc.) if available. + * Call this before writeEndObject() in each serializer. + */ + public static void writeMetadataIfPresent(JsonGenerator gen, IObject object) throws IOException { + if (object == null || object.getRecognizedStructureId() == null) return; + Map metadata = ELEMENT_METADATA.get(); + if (metadata.isEmpty()) return; + + ElementMetadata meta = metadata.get(object.getRecognizedStructureId()); + if (meta == null) return; + + if (meta.getAiScore() >= 0.0) { + gen.writeNumberField(JsonName.AI_SCORE, meta.getAiScore()); + } + if (meta.getSourceLabel() >= 0) { + gen.writeNumberField(JsonName.SOURCE_LABEL, meta.getSourceLabel()); + } + + if (meta.getHeadingInferenceMethod() != null) { + gen.writeObjectFieldStart("heading inference"); + gen.writeStringField("method", meta.getHeadingInferenceMethod()); + if (meta.getBboxHeightPx() != null) { + gen.writeNumberField("bbox height px", meta.getBboxHeightPx()); + } + gen.writeEndObject(); + } + + if (meta.getTsr() != null) { + gen.writeObjectFieldStart("tsr"); + gen.writeNumberField("num cells", meta.getTsr().getNumCells()); + if (meta.getTsr().getHtml() != null && !meta.getTsr().getHtml().isEmpty()) { + gen.writeStringField("html", meta.getTsr().getHtml()); + } + if (meta.getTsr().getRunTimeMs() > 0) { + gen.writeNumberField("run time ms", meta.getTsr().getRunTimeMs()); + } + gen.writeEndObject(); + } + + if (meta.getCaption() != null) { + gen.writeObjectFieldStart("caption"); + if (meta.getCaption().getText() != null) { + gen.writeStringField("text", meta.getCaption().getText()); + } + if (meta.getCaption().getLanguage() != null) { + gen.writeStringField("language", meta.getCaption().getLanguage()); + } + if (meta.getCaption().getRunTimeMs() > 0) { + gen.writeNumberField("run time ms", meta.getCaption().getRunTimeMs()); + } + gen.writeEndObject(); + } + + if (meta.getRegionlistResolution() != null) { + gen.writeObjectFieldStart("regionlist resolution"); + gen.writeStringField("strategy", meta.getRegionlistResolution().getStrategy()); + gen.writeBooleanField("tsr attempted", meta.getRegionlistResolution().isTsrAttempted()); + if (meta.getRegionlistResolution().getTsrResult() != null) { + gen.writeStringField("tsr result", meta.getRegionlistResolution().getTsrResult()); + } + gen.writeEndObject(); + } + + if (meta.getWordMatchMethod() != null) { + gen.writeObjectFieldStart("word match"); + gen.writeStringField("method", meta.getWordMatchMethod()); + gen.writeNumberField("matched words", meta.getMatchedWordCount()); + gen.writeEndObject(); + } + + if (meta.getTextSource() != null) { + gen.writeStringField("text source", meta.getTextSource()); + } + if (meta.getStreamOcrSimilarity() != null) { + gen.writeNumberField("stream ocr similarity", meta.getStreamOcrSimilarity()); + } + } + + public static void writeEssentialInfo(JsonGenerator jsonGenerator, IObject object, String type) throws IOException { + jsonGenerator.writeStringField(JsonName.TYPE, type); + String pdfuaTag = pdfuaTagFor(type, object); + if (pdfuaTag != null) { + jsonGenerator.writeStringField(JsonName.PDFUA_TAG, pdfuaTag); + } + Long id = object.getRecognizedStructureId(); + if (id != null && id != 0L) { + jsonGenerator.writeNumberField(JsonName.ID, id); + } + if (object.getLevel() != null) { + jsonGenerator.writeStringField(JsonName.LEVEL, object.getLevel()); + } + jsonGenerator.writeNumberField(JsonName.PAGE_NUMBER, object.getPageNumber() + 1); + jsonGenerator.writeArrayFieldStart(JsonName.BOUNDING_BOX); + jsonGenerator.writePOJO(object.getLeftX()); + jsonGenerator.writePOJO(object.getBottomY()); + jsonGenerator.writePOJO(object.getRightX()); + jsonGenerator.writePOJO(object.getTopY()); + jsonGenerator.writeEndArray(); + } + + /** + * Maps an extraction JSON `type` (plus heading level when relevant) to the + * PDF/UA structure tag that AutoTaggingProcessor will emit for the node. + * Returns null when the node has no canonical PDF/UA tag (e.g. text chunks + * that live below the structure-element granularity). + */ + static String pdfuaTagFor(String type, IObject object) { + if (type == null) { + return null; + } + switch (type) { + case JsonName.HEADING_TYPE: + if (object instanceof SemanticHeading) { + int level = ((SemanticHeading) object).getHeadingLevel(); + if (level >= 1 && level <= 6) { + return "H" + level; + } + } + // Fallback for unleveled headings. PDF/UA-2 deprecates the + // plain "H" tag in favor of H1..H6; emit it only because we + // cannot infer a level. Downstream remediation may upgrade + // this when more context is available. + return TaggedPDFConstants.H; + case JsonName.PARAGRAPH_TYPE: + return TaggedPDFConstants.P; + case JsonName.IMAGE_CHUNK_TYPE: + return TaggedPDFConstants.FIGURE; + case JsonName.FORMULA_TYPE: + return TaggedPDFConstants.FORMULA; + case JsonName.CAPTION_TYPE: + return TaggedPDFConstants.CAPTION; + case JsonName.LIST_TYPE: + return TaggedPDFConstants.L; + case JsonName.LIST_ITEM_TYPE: + return TaggedPDFConstants.LI; + case JsonName.TOC_TYPE: + return TaggedPDFConstants.TOC; + case JsonName.TOC_ITEM_TYPE: + return TaggedPDFConstants.TOCI; + case JsonName.TABLE_TYPE: + return TaggedPDFConstants.TABLE; + case JsonName.TABLE_CELL_TYPE: + return ((TableBorderCell)object).isHeaderCell() ? TaggedPDFConstants.TH : TaggedPDFConstants.TD; + default: + // header/footer/footnote/line/text-chunk/text-block + // either become Artifact or are not promoted to their own + // PDF/UA structure element. Leave the tag unset for now. + return null; + } + } + + public static void writeTextInfo(JsonGenerator jsonGenerator, SemanticTextNode textNode) throws IOException { + jsonGenerator.writeStringField(JsonName.FONT_TYPE, textNode.getFontName()); + jsonGenerator.writePOJOField(JsonName.FONT_SIZE, textNode.getFontSize()); + double[] textColor = TextNodeUtils.getTextColorOrNull(textNode); + if (textColor != null) { + jsonGenerator.writeStringField(JsonName.TEXT_COLOR, Arrays.toString(textColor)); + } + jsonGenerator.writeStringField(JsonName.CONTENT, textNode.getValue()); + if (textNode.isHiddenText()) { + jsonGenerator.writeBooleanField(JsonName.HIDDEN_TEXT, true); + } + } + + public static void writeTextInfo(JsonGenerator jsonGenerator, TextBlock textBlock) throws IOException { + jsonGenerator.writeStringField(JsonName.FONT_TYPE, textBlock.getFirstLine().getFirstTextChunk().getFontName()); + jsonGenerator.writePOJOField(JsonName.FONT_SIZE, textBlock.getFontSize()); + jsonGenerator.writeStringField(JsonName.TEXT_COLOR, Arrays.toString( + textBlock.getFirstLine().getFirstTextChunk().getFontColor())); + jsonGenerator.writeStringField(JsonName.CONTENT, textBlock.toString()); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TOCItemSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TOCItemSerializer.java new file mode 100644 index 0000000..bfed95b --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TOCItemSerializer.java @@ -0,0 +1,49 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticTOCI; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; + +import java.io.IOException; + +public class TOCItemSerializer extends StdSerializer { + + public TOCItemSerializer(Class t) { + super(t); + } + + @Override + public void serialize(SemanticTOCI item, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, item, JsonName.TOC_ITEM_TYPE); + SerializerUtil.writeTextInfo(jsonGenerator, item); + jsonGenerator.writeArrayFieldStart(JsonName.KIDS); + for (IObject content : item.getContents()) { + if (!(content instanceof LineArtChunk)) { + jsonGenerator.writePOJO(content); + } + } + jsonGenerator.writeEndArray(); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TOCSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TOCSerializer.java new file mode 100644 index 0000000..0e79d0e --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TOCSerializer.java @@ -0,0 +1,52 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticTOC; + +import java.io.IOException; + +public class TOCSerializer extends StdSerializer { + + public TOCSerializer(Class t) { + super(t); + } + + @Override + public void serialize(SemanticTOC toc, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, toc, JsonName.TOC_TYPE); + if (toc.getPreviousTOCId() != null) { + jsonGenerator.writeNumberField(JsonName.PREVIOUS_TOC_ID, toc.getPreviousTOCId()); + } + if (toc.getNextTOCId() != null) { + jsonGenerator.writeNumberField(JsonName.NEXT_TOC_ID, toc.getNextTOCId()); + } + jsonGenerator.writeArrayFieldStart(JsonName.TOC_ITEMS); + for (IObject child : toc.getTOCItems()) { + jsonGenerator.writePOJO(child); + } + jsonGenerator.writeEndArray(); + SerializerUtil.writeMetadataIfPresent(jsonGenerator, toc); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TableCellSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TableCellSerializer.java new file mode 100644 index 0000000..55061bb --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TableCellSerializer.java @@ -0,0 +1,55 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; + +import java.io.IOException; + +public class TableCellSerializer extends StdSerializer { + + public TableCellSerializer(Class t) { + super(t); + } + + @Override + public void serialize(TableBorderCell cell, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, cell, JsonName.TABLE_CELL_TYPE); + jsonGenerator.writeNumberField(JsonName.ROW_NUMBER, cell.getRowNumber() + 1); + jsonGenerator.writeNumberField(JsonName.COLUMN_NUMBER, cell.getColNumber() + 1); + jsonGenerator.writeNumberField(JsonName.ROW_SPAN, cell.getRowSpan()); + jsonGenerator.writeNumberField(JsonName.COLUMN_SPAN, cell.getColSpan()); + if (cell.isHeaderCell()) { + jsonGenerator.writeBooleanField(JsonName.IS_HEADER, true); + } + jsonGenerator.writeArrayFieldStart(JsonName.KIDS); + for (IObject content : cell.getContents()) { + if (!(content instanceof LineArtChunk)) { + jsonGenerator.writePOJO(content); + } + } + jsonGenerator.writeEndArray(); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TableRowSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TableRowSerializer.java new file mode 100644 index 0000000..dbd837b --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TableRowSerializer.java @@ -0,0 +1,51 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.io.IOException; + +public class TableRowSerializer extends StdSerializer { + + public TableRowSerializer(Class t) { + super(t); + } + + @Override + public void serialize(TableBorderRow row, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + jsonGenerator.writeStringField(JsonName.TYPE, JsonName.ROW_TYPE); + jsonGenerator.writeNumberField(JsonName.ROW_NUMBER, row.getRowNumber() + 1); + jsonGenerator.writeArrayFieldStart(JsonName.CELLS); + TableBorderCell[] cells = row.getCells(); + for (int columnNumber = 0; columnNumber < cells.length; columnNumber++) { + TableBorderCell cell = cells[columnNumber]; + if (cell.getColNumber() == columnNumber && cell.getRowNumber() == row.getRowNumber()) { + jsonGenerator.writePOJO(cell); + } + } + + jsonGenerator.writeEndArray(); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TableSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TableSerializer.java new file mode 100644 index 0000000..0b2db27 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TableSerializer.java @@ -0,0 +1,66 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.io.IOException; + +public class TableSerializer extends StdSerializer { + + public TableSerializer(Class t) { + super(t); + } + + @Override + public void serialize(TableBorder table, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, table, table.isTextBlock() ? JsonName.TEXT_BLOCK : JsonName.TABLE_TYPE); + if (table.isTextBlock()) { + jsonGenerator.writeArrayFieldStart(JsonName.KIDS); + for (IObject content : table.getCell(0, 0).getContents()) { + if (!(content instanceof LineArtChunk)) { + jsonGenerator.writePOJO(content); + } + } + jsonGenerator.writeEndArray(); + } else { + jsonGenerator.writeNumberField(JsonName.NUMBER_OF_ROWS, table.getNumberOfRows()); + jsonGenerator.writeNumberField(JsonName.NUMBER_OF_COLUMNS, table.getNumberOfColumns()); + if (table.getPreviousTableId() != null) { + jsonGenerator.writeNumberField(JsonName.PREVIOUS_TABLE_ID, table.getPreviousTableId()); + } + if (table.getNextTableId() != null) { + jsonGenerator.writeNumberField(JsonName.NEXT_TABLE_ID, table.getNextTableId()); + } + jsonGenerator.writeArrayFieldStart(JsonName.ROWS); + for (TableBorderRow row : table.getRows()) { + jsonGenerator.writePOJO(row); + } + jsonGenerator.writeEndArray(); + } + SerializerUtil.writeMetadataIfPresent(jsonGenerator, table); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TextChunkSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TextChunkSerializer.java new file mode 100644 index 0000000..a8a9bb2 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TextChunkSerializer.java @@ -0,0 +1,40 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; + +import java.io.IOException; + +public class TextChunkSerializer extends StdSerializer { + + public TextChunkSerializer(Class t) { + super(t); + } + + @Override + public void serialize(TextChunk textChunk, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, textChunk, JsonName.TEXT_CHUNK_TYPE); + jsonGenerator.writeStringField(JsonName.CONTENT, textChunk.getValue()); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TextLineSerializer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TextLineSerializer.java new file mode 100644 index 0000000..eb9d79e --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/json/serializers/TextLineSerializer.java @@ -0,0 +1,40 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; +import org.opendataloader.pdf.json.JsonName; +import org.verapdf.wcag.algorithms.entities.content.TextLine; + +import java.io.IOException; + +public class TextLineSerializer extends StdSerializer { + + public TextLineSerializer(Class t) { + super(t); + } + + @Override + public void serialize(TextLine textLine, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) + throws IOException { + jsonGenerator.writeStartObject(); + SerializerUtil.writeEssentialInfo(jsonGenerator, textLine, JsonName.TEXT_CHUNK_TYPE); + jsonGenerator.writeStringField(JsonName.CONTENT, textLine.getValue()); + jsonGenerator.writeEndObject(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownGenerator.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownGenerator.java new file mode 100644 index 0000000..dcf3441 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownGenerator.java @@ -0,0 +1,461 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.markdown; + +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.entities.EnrichedImageChunk; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.utils.Base64ImageUtils; +import org.opendataloader.pdf.utils.GeneratorUtils; +import org.opendataloader.pdf.utils.ImagesUtils; +import org.opendataloader.pdf.utils.OutputType; +import org.verapdf.wcag.algorithms.entities.*; +import org.verapdf.wcag.algorithms.entities.content.*; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.io.Closeable; +import java.io.File; +import java.io.FileWriter; +import java.io.IOException; +import java.nio.charset.StandardCharsets; +import java.util.HashSet; +import java.util.List; +import java.util.Set; +import java.util.logging.Level; +import java.util.logging.Logger; + +public class MarkdownGenerator implements Closeable { + + protected static final Logger LOGGER = Logger.getLogger(MarkdownGenerator.class.getCanonicalName()); + protected final java.io.Writer markdownWriter; + protected final String markdownFileName; + protected int tableNesting = 0; + protected boolean isImageSupported; + protected String markdownPageSeparator; + /** + * Page numbers (1-based) selected by --pages; an empty set means all pages. + * Sourced from the raw {@link Config#getPageNumbers()} list (not the + * validated set built by {@code DocumentProcessor.getValidPageNumbers}). + * Safe to compare against {@code pageNumber + 1} because the surrounding + * loop is bounded by the document's actual page count, so out-of-range + * values from the raw list are never tested for membership. + */ + protected final Set selectedPageNumbers; + protected boolean embedImages = false; + protected String imageFormat = Config.IMAGE_FORMAT_PNG; + protected boolean includeHeaderFooter = false; + protected static final String strikethroughTextMD = "~~"; + + MarkdownGenerator(File inputPdf, Config config) throws IOException { + String cutPdfFileName = inputPdf.getName(); + this.markdownFileName = config.getOutputFolder() + File.separator + cutPdfFileName.substring(0, cutPdfFileName.length() - 3) + "md"; + this.markdownWriter = new FileWriter(markdownFileName, StandardCharsets.UTF_8); + this.isImageSupported = !config.isImageOutputOff() && config.isGenerateMarkdown(); + this.markdownPageSeparator = config.getMarkdownPageSeparator(); + this.selectedPageNumbers = new HashSet<>(config.getPageNumbers()); + this.embedImages = config.isEmbedImages(); + this.imageFormat = config.getImageFormat(); + this.includeHeaderFooter = config.isIncludeHeaderFooter(); + } + + /** + * Creates a MarkdownGenerator that writes to an arbitrary Writer (e.g., stdout). + */ + public MarkdownGenerator(java.io.Writer writer, Config config) { + this.markdownFileName = null; + this.markdownWriter = writer; + this.isImageSupported = false; + this.markdownPageSeparator = config.getMarkdownPageSeparator(); + this.selectedPageNumbers = new HashSet<>(config.getPageNumbers()); + this.embedImages = false; + this.imageFormat = config.getImageFormat(); + this.includeHeaderFooter = config.isIncludeHeaderFooter(); + } + + public void writeToMarkdown(List> contents) { + try { + for (int pageNumber = 0; pageNumber < StaticContainers.getDocument().getNumberOfPages(); pageNumber++) { + if (selectedPageNumbers.isEmpty() || selectedPageNumbers.contains(pageNumber + 1)) { + writePageSeparator(pageNumber); + } + for (IObject content : contents.get(pageNumber)) { + if (!isSupportedContent(content)) { + continue; + } + this.write(content); + writeContentsSeparator(); + } + } + + LOGGER.log(Level.INFO, "Created {0}", markdownFileName); + } catch (Exception e) { + LOGGER.log(Level.WARNING, "Unable to create markdown output: " + e.getMessage()); + } + } + + protected void writePageSeparator(int pageNumber) throws IOException { + if (!markdownPageSeparator.isEmpty()) { + markdownWriter.write(markdownPageSeparator.contains(Config.PAGE_NUMBER_STRING) + ? markdownPageSeparator.replace(Config.PAGE_NUMBER_STRING, String.valueOf(pageNumber + 1)) + : markdownPageSeparator); + writeContentsSeparator(); + } + } + + protected boolean isSupportedContent(IObject content) { + if (content instanceof SemanticHeaderOrFooter) { + return includeHeaderFooter; + } + return content instanceof SemanticTextNode || // Heading, Paragraph etc... + content instanceof SemanticFormula || + content instanceof SemanticPicture || + content instanceof TableBorder || + content instanceof PDFList || + content instanceof SemanticTOC || + (content instanceof ImageChunk && isImageSupported); + } + + protected void writeContentsSeparator() throws IOException { + writeLineBreak(); + writeLineBreak(); + } + + protected void write(IObject object) throws IOException { + if (object instanceof SemanticHeaderOrFooter) { + writeHeaderOrFooter((SemanticHeaderOrFooter) object); + } else if (object instanceof SemanticPicture) { + writePicture((SemanticPicture) object); + } else if (object instanceof ImageChunk) { + writeImage((ImageChunk) object); + } else if (object instanceof SemanticFormula) { + writeFormula((SemanticFormula) object); + } else if (object instanceof SemanticHeading) { + writeHeading((SemanticHeading) object); + } else if (object instanceof SemanticParagraph) { + writeParagraph((SemanticParagraph) object); + } else if (object instanceof SemanticTextNode) { + writeSemanticTextNode((SemanticTextNode) object); + } else if (object instanceof TableBorder) { + writeTable((TableBorder) object); + } else if (object instanceof PDFList) { + writeList((PDFList) object); + } else if (object instanceof SemanticTOC) { + writeTOC((SemanticTOC) object); + } + } + + /** + * Wraps an image relative path as a CommonMark angle-bracket link destination + * (`<...>`). The bare form `(my paper.png)` is terminated by the first space or + * unbalanced parenthesis, so paths inheriting filenames with spaces, parens, or + * brackets break in renderers (#405). The angle-bracket form is the + * spec-recommended way to embed such paths and lets the on-disk path stay + * byte-identical to the rendered link, which preserves user intent for both the + * default `_images/` directory and any `--image-dir` value. + * + * Only `<`, `>`, and `\` are reserved inside the angle-bracket form; escape + * those with a backslash. Newlines have no representable form in a link + * destination — replace them with spaces so the destination stays well-formed. + */ + static String formatMarkdownLinkDestination(String path) { + if (path == null) { + return null; + } + StringBuilder sb = new StringBuilder(path.length() + 2); + sb.append('<'); + for (int i = 0; i < path.length(); i++) { + char c = path.charAt(i); + if (c == '<' || c == '>' || c == '\\') { + sb.append('\\').append(c); + } else if (c == '\n' || c == '\r') { + sb.append(' '); + } else { + sb.append(c); + } + } + sb.append('>'); + return sb.toString(); + } + + protected void writeImage(ImageChunk image) { + try { + String absolutePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectory(), File.separator, image.getIndex(), imageFormat); + String relativePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectoryName(), "/", image.getIndex(), imageFormat); + + if (ImagesUtils.isImageFileExists(absolutePath)) { + String imageSource; + if (embedImages) { + File imageFile = new File(absolutePath); + imageSource = Base64ImageUtils.toDataUri(imageFile, imageFormat); + if (imageSource == null) { + LOGGER.log(Level.WARNING, "Failed to convert image to Base64: {0}", absolutePath); + } + } else { + imageSource = formatMarkdownLinkDestination(relativePath); + } + if (imageSource != null) { + // No "image N" fallback: PDF/UA forbids false alternatives, + // and an empty Markdown alt lets screen readers skip the + // image as a decorative element rather than reading a + // meaningless synthetic label. + String altText = (image instanceof EnrichedImageChunk && ((EnrichedImageChunk) image).hasDescription()) + ? ((EnrichedImageChunk) image).sanitizeDescription() + : ""; + String imageString = String.format(MarkdownSyntax.IMAGE_FORMAT, altText, imageSource); + markdownWriter.write(getCorrectMarkdownString(imageString)); + } + } + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Unable to write image for markdown output: " + e.getMessage()); + } + } + + /** + * Writes a SemanticPicture with its description as alt text. + * + * @param picture The picture to write + */ + protected void writePicture(SemanticPicture picture) { + try { + String absolutePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectory(), File.separator, picture.getPictureIndex(), imageFormat); + String relativePath = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectoryName(), "/", picture.getPictureIndex(), imageFormat); + + if (ImagesUtils.isImageFileExists(absolutePath)) { + String imageSource; + if (embedImages) { + File imageFile = new File(absolutePath); + imageSource = Base64ImageUtils.toDataUri(imageFile, imageFormat); + if (imageSource == null) { + LOGGER.log(Level.WARNING, "Failed to convert image to Base64: {0}", absolutePath); + } + } else { + imageSource = formatMarkdownLinkDestination(relativePath); + } + if (imageSource != null) { + String altText = picture.hasDescription() + ? picture.sanitizeDescription() + : ""; + String imageString = String.format(MarkdownSyntax.IMAGE_FORMAT, altText, imageSource); + markdownWriter.write(getCorrectMarkdownString(imageString)); + } + } + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Unable to write picture for markdown output: " + e.getMessage()); + } + } + + /** + * Writes a formula in LaTeX format wrapped in $$ delimiters. + * + * @param formula The formula to write + */ + protected void writeFormula(SemanticFormula formula) throws IOException { + markdownWriter.write(MarkdownSyntax.MATH_BLOCK_START); + markdownWriter.write(MarkdownSyntax.LINE_BREAK); + markdownWriter.write(formula.getLatex()); + markdownWriter.write(MarkdownSyntax.LINE_BREAK); + markdownWriter.write(MarkdownSyntax.MATH_BLOCK_END); + } + + protected void writeHeaderOrFooter(SemanticHeaderOrFooter headerOrFooter) throws IOException { + for (IObject content : headerOrFooter.getContents()) { + if (isSupportedContent(content)) { + write(content); + writeContentsSeparator(); + } + } + } + + protected void writeList(PDFList list) throws IOException { + for (ListItem item : list.getListItems()) { + if (!isInsideTable()) { + markdownWriter.write(MarkdownSyntax.LIST_ITEM); + markdownWriter.write(MarkdownSyntax.SPACE); + } + markdownWriter.write(getCorrectMarkdownString(GeneratorUtils.getTextFromLines(item.getLines(), OutputType.MD))); + writeLineBreak(); + + List itemContents = item.getContents(); + if (!itemContents.isEmpty()) { + writeLineBreak(); + writeContents(itemContents, false); + } + } + } + + protected void writeTOC(SemanticTOC toc) throws IOException { + for (IObject item : toc.getTOCItems()) { + if (item instanceof SemanticTOC) { + writeTOC((SemanticTOC)item); + } else if (item instanceof SemanticTOCI) { + SemanticTOCI tocItem = (SemanticTOCI)item; + markdownWriter.write(getCorrectMarkdownString(GeneratorUtils.getTextFromLines(tocItem.getLines(), OutputType.MD))); + writeLineBreak(); + + List itemContents = tocItem.getContents(); + if (!itemContents.isEmpty()) { + writeLineBreak(); + writeContents(itemContents, false); + } + } + } + } + + protected void writeSemanticTextNode(SemanticTextNode textNode) throws IOException { + String value = GeneratorUtils.getTextFromTextNode(textNode, OutputType.MD); + if (StaticContainers.isKeepLineBreaks()) { + if (textNode instanceof SemanticHeading) { + value = value.replace(MarkdownSyntax.LINE_BREAK, MarkdownSyntax.SPACE); + } else if (isInsideTable()) { + value = value.replace(MarkdownSyntax.LINE_BREAK, getLineBreak()); + } + } else if (isInsideTable()) { + // Always replace line breaks with space in table cells for proper markdown table formatting + value = value.replace(MarkdownSyntax.LINE_BREAK, MarkdownSyntax.SPACE); + } + + markdownWriter.write(getCorrectMarkdownString(value)); + } + + + + protected void writeTable(TableBorder table) throws IOException { + enterTable(); + for (int rowNumber = 0; rowNumber < table.getNumberOfRows(); rowNumber++) { + TableBorderRow row = table.getRow(rowNumber); + markdownWriter.write(MarkdownSyntax.TABLE_COLUMN_SEPARATOR); + for (int colNumber = 0; colNumber < table.getNumberOfColumns(); colNumber++) { + TableBorderCell cell = row.getCell(colNumber); + if (cell.getRowNumber() == rowNumber && cell.getColNumber() == colNumber) { + List cellContents = cell.getContents(); + writeContents(cellContents, true); + } else { + writeSpace(); + } + markdownWriter.write(MarkdownSyntax.TABLE_COLUMN_SEPARATOR); + } + markdownWriter.write(MarkdownSyntax.LINE_BREAK); + //Due to markdown syntax we have to separate column headers + if (rowNumber == 0) { + markdownWriter.write(MarkdownSyntax.TABLE_COLUMN_SEPARATOR); + for (int i = 0; i < table.getNumberOfColumns(); i++) { + markdownWriter.write(MarkdownSyntax.TABLE_HEADER_SEPARATOR); + markdownWriter.write(MarkdownSyntax.TABLE_COLUMN_SEPARATOR); + } + markdownWriter.write(MarkdownSyntax.LINE_BREAK); + } + } + leaveTable(); + } + + protected void writeContents(List contents, boolean isTable) throws IOException { + boolean wroteAnyContent = false; + for (int i = 0; i < contents.size(); i++) { + IObject content = contents.get(i); + if (!isSupportedContent(content)) { + continue; + } + this.write(content); + boolean isLastContent = i == contents.size() - 1; + if (!isTable || !isLastContent) { + writeContentsSeparator(); + } + wroteAnyContent = true; + } + if (!wroteAnyContent && isTable) { + writeSpace(); + } + } + + protected void writeParagraph(SemanticParagraph textNode) throws IOException { + writeSemanticTextNode(textNode); + } + + protected void writeHeading(SemanticHeading heading) throws IOException { + if (!isInsideTable()) { + // Cap heading level to 1-6 per Markdown specification + int headingLevel = Math.min(6, Math.max(1, heading.getHeadingLevel())); + for (int i = 0; i < headingLevel; i++) { + markdownWriter.write(MarkdownSyntax.HEADING_LEVEL); + } + markdownWriter.write(MarkdownSyntax.SPACE); + } + writeSemanticTextNode(heading); + } + + protected void enterTable() { + tableNesting++; + } + + protected void leaveTable() { + if (tableNesting > 0) { + tableNesting--; + } + } + + protected boolean isInsideTable() { + return tableNesting > 0; + } + + protected String getLineBreak() { + if (isInsideTable()) { + return MarkdownSyntax.HTML_LINE_BREAK_TAG; + } else { + return MarkdownSyntax.LINE_BREAK; + } + } + + protected void writeLineBreak() throws IOException { + markdownWriter.write(getLineBreak()); + } + + protected void writeSpace() throws IOException { + markdownWriter.write(MarkdownSyntax.SPACE); + } + + protected String getCorrectMarkdownString(String value) { + if (value != null) { + return value.replace("\u0000", " "); + } + return null; + } + + public static void getTextFromLineForMarkdown(TextLine line, StringBuilder stringBuilder) { + for (TextChunk chunk : line.getTextChunks()) { + if (chunk.getIsStrikethroughText()) { + stringBuilder.append(strikethroughTextMD); + } + stringBuilder.append(chunk.getValue()); + if (chunk.getIsStrikethroughText()) { + stringBuilder.append(strikethroughTextMD); + } + } + } + + @Override + public void close() throws IOException { + if (markdownWriter != null) { + markdownWriter.close(); + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownGeneratorFactory.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownGeneratorFactory.java new file mode 100644 index 0000000..039f90b --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownGeneratorFactory.java @@ -0,0 +1,31 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.markdown; + +import org.opendataloader.pdf.api.Config; + +import java.io.File; +import java.io.IOException; + +public class MarkdownGeneratorFactory { + public static MarkdownGenerator getMarkdownGenerator(File inputPdf, + Config config) throws IOException { + if (config.isUseHTMLInMarkdown()) { + return new MarkdownHTMLGenerator(inputPdf, config); + } + return new MarkdownGenerator(inputPdf, config); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownHTMLGenerator.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownHTMLGenerator.java new file mode 100644 index 0000000..f17b361 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownHTMLGenerator.java @@ -0,0 +1,92 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.markdown; + +import org.opendataloader.pdf.api.Config; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.io.File; +import java.io.IOException; +import java.util.List; + +public class MarkdownHTMLGenerator extends MarkdownGenerator { + + protected MarkdownHTMLGenerator(File inputPdf, Config config) throws IOException { + super(inputPdf, config); + } + + @Override + protected void writeTable(TableBorder table) throws IOException { + enterTable(); + markdownWriter.write(MarkdownSyntax.HTML_TABLE_TAG); + markdownWriter.write(MarkdownSyntax.LINE_BREAK); + for (int rowNumber = 0; rowNumber < table.getNumberOfRows(); rowNumber++) { + TableBorderRow row = table.getRow(rowNumber); + markdownWriter.write(MarkdownSyntax.INDENT); + markdownWriter.write(MarkdownSyntax.HTML_TABLE_ROW_TAG); + markdownWriter.write(MarkdownSyntax.LINE_BREAK); + for (int colNumber = 0; colNumber < table.getNumberOfColumns(); colNumber++) { + TableBorderCell cell = row.getCell(colNumber); + if (cell.getRowNumber() == rowNumber && cell.getColNumber() == colNumber) { + writeCellTagBegin(cell); + + List cellContents = cell.getContents(); + writeContents(cellContents, true); + + writeCellTagEnd(cell.isHeaderCell()); + markdownWriter.write(MarkdownSyntax.LINE_BREAK); + } + } + + markdownWriter.write(MarkdownSyntax.INDENT); + markdownWriter.write(MarkdownSyntax.HTML_TABLE_ROW_CLOSE_TAG); + markdownWriter.write(MarkdownSyntax.LINE_BREAK); + } + + markdownWriter.write(MarkdownSyntax.HTML_TABLE_CLOSE_TAG); + markdownWriter.write(MarkdownSyntax.LINE_BREAK); + leaveTable(); + } + + private void writeCellTagBegin(TableBorderCell cell) throws IOException { + markdownWriter.write(MarkdownSyntax.INDENT); + markdownWriter.write(MarkdownSyntax.INDENT); + String tag = cell.isHeaderCell() ? ""); + markdownWriter.write(getCorrectMarkdownString(cellTag.toString())); + } + + private void writeCellTagEnd(boolean isHeader) throws IOException { + if (isHeader) { + markdownWriter.write(MarkdownSyntax.HTML_TABLE_HEADER_CLOSE_TAG); + } else { + markdownWriter.write(MarkdownSyntax.HTML_TABLE_CELL_CLOSE_TAG); + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownSyntax.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownSyntax.java new file mode 100644 index 0000000..b55cb4d --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/markdown/MarkdownSyntax.java @@ -0,0 +1,50 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.markdown; + +public class MarkdownSyntax { + public static final String TABLE_COLUMN_SEPARATOR = "|"; + public static final String TABLE_HEADER_SEPARATOR = "---"; + public static final String DOUBLE_LINE_BREAK = "\n\n"; + public static final String LINE_BREAK = "\n"; + public static final String SPACE = " "; + public static final String INDENT = " "; + public static final String HEADING_LEVEL = "#"; + public static final String LIST_ITEM = "-"; + public static final String IMAGES_DIRECTORY_SUFFIX = "_images"; + public static final String IMAGE_FILE_NAME_FORMAT = "%s%simageFile%d.%s"; + public static final String IMAGE_FORMAT = "![%s](%s)"; + public static final String HTML_TABLE_TAG = ""; + public static final String HTML_TABLE_CLOSE_TAG = "
    "; + public static final String HTML_TABLE_ROW_TAG = ""; + public static final String HTML_TABLE_ROW_CLOSE_TAG = ""; + public static final String HTML_TABLE_CELL_TAG = ""; + public static final String HTML_TABLE_CELL_CLOSE_TAG = ""; + public static final String HTML_TABLE_HEADER_TAG = ""; + public static final String HTML_TABLE_HEADER_CLOSE_TAG = ""; + public static final String HTML_ORDERED_LIST_TAG = "

      "; + public static final String HTML_ORDERED_LIST_CLOSE_TAG = "
    "; + public static final String HTML_UNORDERED_LIST_TAG = "
      "; + public static final String HTML_UNORDERED_LIST_CLOSE_TAG = "
    "; + public static final String HTML_LIST_ITEM_TAG = "
  4. "; + public static final String HTML_LIST_ITEM_CLOSE_TAG = "
    5. "; + public static final String HTML_LINE_BREAK_TAG = "
    "; + public static final String HTML_INDENT = "    "; + public static final String HTML_PARAGRAPH_TAG = "

    "; + public static final String HTML_PARAGRAPH_CLOSE_TAG = "

    "; + public static final String MATH_BLOCK_START = "$$"; + public static final String MATH_BLOCK_END = "$$"; +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/pdf/PDFLayer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/pdf/PDFLayer.java new file mode 100644 index 0000000..c793911 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/pdf/PDFLayer.java @@ -0,0 +1,38 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.pdf; + +public enum PDFLayer { + CONTENT("content"), + TABLE_CELLS("table cells"), + LIST_ITEMS("list items"), + TOC_ITEMS("toc items"), + TABLE_CONTENT("table content"), + LIST_CONTENT("list content"), + TOC_CONTENT("toc content"), + TEXT_BLOCK_CONTENT("text blocks content"), + HEADER_AND_FOOTER_CONTENT("header and footer content"); + + private final String value; + + PDFLayer(String value) { + this.value = value; + } + + public String getValue() { + return value; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/pdf/PDFWriter.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/pdf/PDFWriter.java new file mode 100644 index 0000000..1190795 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/pdf/PDFWriter.java @@ -0,0 +1,347 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.pdf; + +import org.opendataloader.pdf.processors.DocumentProcessor; +import org.opendataloader.pdf.utils.FileUtils; +import org.apache.pdfbox.Loader; +import org.apache.pdfbox.cos.COSDictionary; +import org.apache.pdfbox.cos.COSName; +import org.apache.pdfbox.cos.COSString; +import org.apache.pdfbox.pdmodel.PDDocument; +import org.apache.pdfbox.pdmodel.PDDocumentCatalog; +import org.apache.pdfbox.pdmodel.common.PDRectangle; +import org.apache.pdfbox.pdmodel.documentinterchange.markedcontent.PDPropertyList; +import org.apache.pdfbox.pdmodel.graphics.color.PDColor; +import org.apache.pdfbox.pdmodel.graphics.color.PDDeviceRGB; +import org.apache.pdfbox.pdmodel.graphics.optionalcontent.PDOptionalContentGroup; +import org.apache.pdfbox.pdmodel.graphics.optionalcontent.PDOptionalContentProperties; +import org.apache.pdfbox.pdmodel.interactive.annotation.PDAnnotation; +import org.apache.pdfbox.pdmodel.interactive.annotation.PDAnnotationSquare; +import org.apache.pdfbox.pdmodel.interactive.annotation.PDAnnotationSquareCircle; +import org.verapdf.wcag.algorithms.entities.*; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.geometry.MultiBoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.io.File; +import java.io.IOException; +import java.util.*; +import java.util.logging.Level; +import java.util.logging.Logger; + +public class PDFWriter { + + private static final Logger LOGGER = Logger.getLogger(PDFWriter.class.getCanonicalName()); + + private final Map optionalContents = new HashMap<>(); + private final List> annotations = new ArrayList<>(); + private final List pageBoundingBoxes = new ArrayList<>(); + + public void updatePDF(File inputPDF, String password, String outputFolder, List> contents) throws IOException { + try (PDDocument document = Loader.loadPDF(inputPDF, password)) { + for (int pageNumber = 0; pageNumber < StaticContainers.getDocument().getNumberOfPages(); pageNumber++) { + annotations.add(new ArrayList<>()); + pageBoundingBoxes.add(DocumentProcessor.getPageBoundingBox(pageNumber)); + } + for (int pageNumber = 0; pageNumber < StaticContainers.getDocument().getNumberOfPages(); pageNumber++) { + for (IObject content : contents.get(pageNumber)) { + drawContent(content, PDFLayer.CONTENT); + } + } + for (int pageNumber = 0; pageNumber < StaticContainers.getDocument().getNumberOfPages(); pageNumber++) { + document.getPage(pageNumber).getAnnotations().addAll(annotations.get(pageNumber)); + } + annotations.clear(); + pageBoundingBoxes.clear(); + createOptContentsForAnnotations(document); + document.setAllSecurityToBeRemoved(true); + + String outputFileName = outputFolder + File.separator + + FileUtils.getBaseName(inputPDF.getName()) + "_annotated.pdf"; + document.save(outputFileName); + LOGGER.log(Level.INFO, "Created {0}", outputFileName); + } catch (Exception ex) { + LOGGER.log(Level.WARNING, "Unable to create annotated PDF output: " + ex.getMessage()); + } + } + + private void drawContent(IObject content, PDFLayer layer) throws IOException { + drawContent(content, layer, null); + } + + private void drawContent(IObject content, PDFLayer layer, Map linkedAnnots) throws IOException { + if ((content instanceof LineChunk)) { + return; + } + Map annots = draw(content.getBoundingBox(), getColor(content), getContents(content), + content.getRecognizedStructureId(), linkedAnnots, content.getLevel(), layer); + if (content instanceof TableBorder) { + drawTableCells((TableBorder) content, annots); + } else if (content instanceof PDFList) { + drawListItems((PDFList) content, annots); + } else if (content instanceof SemanticTOC) { + drawTOCItems((SemanticTOC) content, layer, annots); + } else if (content instanceof SemanticHeaderOrFooter) { + for (IObject contentItem : ((SemanticHeaderOrFooter) content).getContents()) { + drawContent(contentItem, PDFLayer.HEADER_AND_FOOTER_CONTENT, annots); + } + } + } + + private void drawTableCells(TableBorder table, Map annots) throws IOException { + if (table.isTextBlock()) { + for (IObject content : table.getCell(0, 0).getContents()) { + drawContent(content, PDFLayer.TEXT_BLOCK_CONTENT); + } + return; + } + for (int rowNumber = 0; rowNumber < table.getNumberOfRows(); rowNumber++) { + TableBorderRow row = table.getRow(rowNumber); + for (int colNumber = 0; colNumber < table.getNumberOfColumns(); colNumber++) { + TableBorderCell cell = row.getCell(colNumber); + if (cell.getRowNumber() == rowNumber && cell.getColNumber() == colNumber) { + StringBuilder contentValue = new StringBuilder(); + for (IObject object : cell.getContents()) { + if (object instanceof SemanticTextNode) { + contentValue.append(((SemanticTextNode) object).getValue()); + } + } + String cellValue = String.format("Table %scell: row number %s, column number %s, row span %s, column span %s, text content \"%s\"", + cell.isHeaderCell() ? "header " : "", cell.getRowNumber() + 1, cell.getColNumber() + 1, + cell.getRowSpan(), cell.getColSpan(), contentValue); + draw(cell.getBoundingBox(), getColor(SemanticType.TABLE), cellValue, null, annots, cell.getLevel(), PDFLayer.TABLE_CELLS); + for (IObject content : cell.getContents()) { + drawContent(content, PDFLayer.TABLE_CONTENT); + } + } + } + } + } + + private void drawListItems(PDFList list, Map annots) throws IOException { + for (ListItem listItem : list.getListItems()) { + String contentValue = String.format("List item: text content \"%s\"", listItem.toString()); + draw(listItem.getBoundingBox(), getColor(SemanticType.LIST), contentValue, null, annots, listItem.getLevel(), PDFLayer.LIST_ITEMS); + for (IObject content : listItem.getContents()) { + drawContent(content, PDFLayer.LIST_CONTENT); + } + } + } + + private void drawTOCItems(SemanticTOC toc, PDFLayer layer, Map annots) throws IOException { + for (IObject tocItem : toc.getTOCItems()) { + if (tocItem instanceof SemanticTOC) { + drawContent(tocItem, layer, annots); + } else if (tocItem instanceof SemanticTOCI) { + String contentValue = String.format("TOC item: text content \"%s\"", tocItem.toString()); + draw(tocItem.getBoundingBox(), getColor(SemanticType.TABLE_OF_CONTENT), contentValue, null, annots, tocItem.getLevel(), PDFLayer.TOC_ITEMS); + for (IObject content : ((SemanticTOCI)tocItem).getContents()) { + drawContent(content, PDFLayer.TOC_CONTENT); + } + } + } + } + + public Map draw(BoundingBox boundingBox, float[] colorArray, String contents, Long id, + Map linkedAnnots, String level, PDFLayer layerName) { + Map result = new HashMap<>(); + if (!Objects.equals(boundingBox.getPageNumber(), boundingBox.getLastPageNumber())) { + if (boundingBox instanceof MultiBoundingBox) { + for (int pageNumber = boundingBox.getPageNumber(); pageNumber <= boundingBox.getLastPageNumber(); pageNumber++) { + BoundingBox boundingBoxForPage = boundingBox.getBoundingBox(pageNumber); + if (boundingBoxForPage != null) { + result.putAll(draw(boundingBoxForPage, colorArray, contents, id, linkedAnnots, level, layerName)); + } + } + return result; + } else { + LOGGER.log(Level.WARNING, "Bounding box on several pages cannot be split"); + } + } + + BoundingBox movedBoundingBox = new BoundingBox(boundingBox); + BoundingBox pageBoundingBox = pageBoundingBoxes.get(boundingBox.getPageNumber()); + if (pageBoundingBox != null) { + movedBoundingBox.move(pageBoundingBox.getLeftX(), pageBoundingBox.getBottomY()); + } + PDAnnotationSquareCircle square = new PDAnnotationSquare(); + square.setRectangle(new PDRectangle(getFloat(movedBoundingBox.getLeftX()), getFloat(movedBoundingBox.getBottomY()), + getFloat(movedBoundingBox.getWidth()), getFloat(movedBoundingBox.getHeight()))); + square.setConstantOpacity(0.4f); + PDColor color = new PDColor(colorArray, PDDeviceRGB.INSTANCE); + square.setColor(color); + square.setInteriorColor(color); + square.setContents((id != null ? "id = " + id + ", " : "") + (level != null ? "level = " + level + ", " : "") + contents); + if (linkedAnnots != null) { + square.setInReplyTo(linkedAnnots.get(boundingBox.getPageNumber())); + } + square.setOptionalContent(getOptionalContent(layerName)); + annotations.get(boundingBox.getPageNumber()).add(square); + result.put(boundingBox.getPageNumber(), square); + return result; + } + + private static float getFloat(double value) { + float floatValue = (float) value; + if (floatValue == Float.POSITIVE_INFINITY) { + return Float.MAX_VALUE; + } + if (floatValue == Float.NEGATIVE_INFINITY) { + return -Float.MAX_VALUE; + } + return floatValue; + } + + public static String getContents(IObject content) { + if (content instanceof TableBorder) { + TableBorder border = (TableBorder) content; + if (border.isTextBlock()) { + return "Text block"; + } + return String.format("Table: %s rows, %s columns, previous table id %s, next table id %s", + border.getNumberOfRows(), border.getNumberOfColumns(), border.getPreviousTableId(), border.getNextTableId()); + } + if (content instanceof PDFList) { + PDFList list = (PDFList) content; + return String.format("List: number of items %s, previous list id %s, next list id %s", + list.getNumberOfListItems(), list.getPreviousListId(), list.getNextListId()); + } + if (content instanceof SemanticTOC) { + SemanticTOC toc = (SemanticTOC) content; + return String.format("TOC: previous toc id %s, next toc id %s", toc.getPreviousTOCId(), toc.getNextTOCId()); + } + if (content instanceof INode) { + INode node = (INode) content; + if (node.getSemanticType() == SemanticType.HEADER || node.getSemanticType() == SemanticType.FOOTER) { + return node.getSemanticType().getValue(); + } + if (node.getSemanticType() == SemanticType.CAPTION) { + SemanticCaption caption = (SemanticCaption) node; + return DocumentProcessor.getContentsValueForTextNode(caption) + ", connected with object with id = " + + caption.getLinkedContentId(); + } + if (node.getSemanticType() == SemanticType.HEADING) { + SemanticHeading heading = (SemanticHeading) node; + return DocumentProcessor.getContentsValueForTextNode(heading) + + ", heading level " + heading.getHeadingLevel(); + } + if (node instanceof SemanticTextNode) { + return DocumentProcessor.getContentsValueForTextNode((SemanticTextNode) node); + } + } + if (content instanceof ImageChunk) { + return String.format("Image: height %.2f, width %.2f", content.getHeight(), content.getWidth()); + } + if (content instanceof LineArtChunk) { + return String.format("Line Art: height %.2f, width %.2f", content.getHeight(), content.getWidth()); + } + if (content instanceof LineChunk) { + return "Line"; + } + return ""; + } + + public static float[] getColor(IObject content) { + if (content instanceof TableBorder) { + return getColor(SemanticType.TABLE); + } + if (content instanceof PDFList) { + return getColor(SemanticType.LIST); + } + if (content instanceof SemanticTOC) { + return getColor(SemanticType.TABLE_OF_CONTENT); + } + if (content instanceof INode) { + INode node = (INode) content; + return getColor(node.getSemanticType()); + } + if (content instanceof ImageChunk) { + return getColor(SemanticType.FIGURE); + } + if (content instanceof LineArtChunk || content instanceof LineChunk) { + return getColor(SemanticType.PART); + } + return new float[]{}; + } + + public static float[] getColor(SemanticType semanticType) { + if (semanticType == SemanticType.HEADING || semanticType == SemanticType.HEADER || semanticType == SemanticType.FOOTER) { + return new float[]{0, 0, 1}; + } + if (semanticType == SemanticType.LIST) { + return new float[]{0, 1, 0}; + } + if (semanticType == SemanticType.PARAGRAPH) { + return new float[]{0, 1, 1}; + } + if (semanticType == SemanticType.FIGURE) { + return new float[]{1, 0, 0}; + } + if (semanticType == SemanticType.TABLE) { + return new float[]{1, 0, 1}; + } + if (semanticType == SemanticType.TABLE_OF_CONTENT) { + return new float[]{0.8f, 0.2f, 0.8f}; + } + if (semanticType == SemanticType.CAPTION) { + return new float[]{1, 1, 0}; + } + if (semanticType == SemanticType.PART) { + return new float[]{0.9f, 0.9f, 0.9f}; + } + return null; + } + + private void createOptContentsForAnnotations(PDDocument document) { + if (optionalContents.isEmpty()) { + return; + } + PDDocumentCatalog catalog = document.getDocumentCatalog(); + PDOptionalContentProperties oldOCProperties = catalog.getOCProperties(); + if (oldOCProperties == null) { + oldOCProperties = new PDOptionalContentProperties(); + catalog.setOCProperties(oldOCProperties); + } + + for (PDOptionalContentGroup group : optionalContents.values()) { + oldOCProperties.addGroup(group); + oldOCProperties.setGroupEnabled(group, true); + } + optionalContents.clear(); + } + + public PDOptionalContentGroup getOptionalContent(PDFLayer layer) { + PDOptionalContentGroup group = optionalContents.get(layer); + if (group == null) { + COSDictionary cosDictionary = new COSDictionary(); + cosDictionary.setItem(COSName.TYPE, COSName.OCG); + cosDictionary.setItem(COSName.NAME, new COSString(layer.getValue())); + group = (PDOptionalContentGroup) PDPropertyList.create(cosDictionary); + optionalContents.put(layer, group); + } + return group; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/AbstractTableProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/AbstractTableProcessor.java new file mode 100644 index 0000000..b4f4a79 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/AbstractTableProcessor.java @@ -0,0 +1,132 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.tables.TableBordersCollection; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; + +import java.util.ArrayList; +import java.util.List; +import java.util.SortedSet; + +/** + * Abstract base class for table detection processors. + * Provides common functionality for detecting and processing tables in PDF documents. + */ +public abstract class AbstractTableProcessor { + + private static final double Y_DIFFERENCE_EPSILON = 0.1; + private static final double X_DIFFERENCE_EPSILON = 3; + private static final double TABLE_INTERSECTION_PERCENT = 0.01; + + /** + * Processes tables across all pages that may contain tables. + * + * @param contents the document contents organized by page + */ + public void processTables(List> contents) { + List pageNumbers = getPagesWithPossibleTables(contents); + processTables(contents, pageNumbers); + } + + /** + * Processes tables on specified pages. + * + * @param contents the document contents organized by page + * @param pageNumbers the list of page numbers to process + */ + public void processTables(List> contents, List pageNumbers) { + if (!pageNumbers.isEmpty()) { + List> tables = getTables(contents, pageNumbers); + addTablesToTableCollection(tables, pageNumbers); + } + } + + /** + * Detects tables on the specified pages. + * + * @param contents the document contents organized by page + * @param pageNumbers the list of page numbers to process + * @return a list of detected tables for each page + */ + protected abstract List> getTables(List> contents, List pageNumbers); + + private static void addTablesToTableCollection(List> detectedTables, List pageNumbers) { + if (detectedTables != null) { + TableBordersCollection tableCollection = StaticContainers.getTableBordersCollection(); + for (int index = 0; index < pageNumbers.size(); index++) { + SortedSet tables = tableCollection.getTableBorders(pageNumbers.get(index)); + for (TableBorder border : detectedTables.get(index)) { + boolean hasIntersections = false; + for (TableBorder table : tables) { + if (table.getBoundingBox().getIntersectionPercent(border.getBoundingBox()) > TABLE_INTERSECTION_PERCENT) { + hasIntersections = true; + break; + } + } + if (!hasIntersections) { + tables.add(border); + } + } + } + } + } + + /** + * Identifies pages that may contain tables based on text chunk patterns. + * + * @param contents the document contents organized by page + * @return a list of page numbers that may contain tables + */ + public static List getPagesWithPossibleTables(List> contents) { + List pageNumbers = new ArrayList<>(); + for (int pageNumber = 0; pageNumber < StaticContainers.getDocument().getNumberOfPages(); pageNumber++) { + TextChunk previousTextChunk = null; + for (IObject content : contents.get(pageNumber)) { + if (content instanceof TextChunk) { + TextChunk currentTextChunk = (TextChunk) content; + if (currentTextChunk.isWhiteSpaceChunk()) { + continue; + } + if (previousTextChunk != null && areSuspiciousTextChunks(previousTextChunk, currentTextChunk)) { + pageNumbers.add(pageNumber); + break; + } + previousTextChunk = currentTextChunk; + } + } + } + return pageNumbers; + } + + private static boolean areSuspiciousTextChunks(TextChunk previousTextChunk, TextChunk currentTextChunk) { + if (previousTextChunk.getTopY() < currentTextChunk.getBottomY()) { + return true; + } + if (NodeUtils.areCloseNumbers(previousTextChunk.getBaseLine(), currentTextChunk.getBaseLine(), + currentTextChunk.getHeight() * Y_DIFFERENCE_EPSILON)) { + if (currentTextChunk.getLeftX() - previousTextChunk.getRightX() > + currentTextChunk.getHeight() * X_DIFFERENCE_EPSILON) { + return true; + } + } + return false; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/AutoTaggingProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/AutoTaggingProcessor.java new file mode 100644 index 0000000..8fae81c --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/AutoTaggingProcessor.java @@ -0,0 +1,1178 @@ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.autotagging.ChunksWriter; +import org.opendataloader.pdf.autotagging.OperatorStreamKey; +import org.opendataloader.pdf.entities.EnrichedImageChunk; +import org.opendataloader.pdf.entities.SemanticFootnote; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.exceptions.EncryptedTaggedPdfNotSupportedException; +import org.verapdf.as.ASAtom; +import org.verapdf.as.io.ASMemoryInStream; +import org.verapdf.cos.*; + +import org.verapdf.gf.model.factory.chunks.GraphicsState; +import org.verapdf.gf.model.impl.operator.textshow.PUAHelper; +import org.verapdf.gf.model.impl.sa.util.ResourceHandler; +import org.verapdf.pd.*; +import org.verapdf.pd.actions.PDAction; +import org.verapdf.pd.form.PDAcroForm; +import org.verapdf.pd.form.PDFormField; +import org.verapdf.pd.images.PDXObject; +import org.verapdf.tools.StaticResources; +import org.verapdf.tools.TaggedPDFConstants; +import org.verapdf.wcag.algorithms.entities.*; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextColumn; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.StreamInfo; +import org.opendataloader.pdf.utils.FileUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.TextChunkUtils; + +import java.io.*; +import java.nio.charset.StandardCharsets; +import java.util.*; +import java.util.logging.Level; +import java.util.logging.Logger; + +public class AutoTaggingProcessor { + + private static final Logger LOGGER = Logger.getLogger(AutoTaggingProcessor.class.getCanonicalName()); + + private static final Map>> operatorIndexesToStreamInfosMap = new LinkedHashMap<>(); + private static final Map> structParents = new LinkedHashMap<>(); + private static final Map structParentsIntegers = new LinkedHashMap<>(); + // annotation StructParent entries: int key -> single struct element (Link) + private static final Map annotationStructParents = new HashMap<>(); + // First created struct element per page, used to rewrite page destinations to structure destinations. + private static final Map pageNumberToFirstStructElement = new HashMap<>(); + private static final String FORMULA_REPLACEMENT_TEXT = "formula"; + private static final String IMAGE_REPLACEMENT_TEXT = "image "; + private static final String ANNOTATION_REPLACEMENT_TEXT = "Annotation"; + // Namespace for PDF 2.0-only structure types (FENote, etc.), created in createStructTreeRoot. + private static COSObject pdf2_0Namespace; + // Caption elements keyed by their linked content ID (Raman's approach from #377) + private static final Map structElementIdToCaptionMap = new HashMap<>(); + private static boolean isPDF2_0 = false; + private static final Map annotationBBoxesMap = new LinkedHashMap<>(); + private static int currentStructParent = 0; + private static final int MAX_TOKENS_PER_STREAM = 100_000; + // imageChunkCounter is per-call; tracked via the figureObject index across a document + private static int imageChunkFigureCounter = 0; + // Counter for unique /ID strings on Note / FENote struct elements. + // PDF/UA-1 §7.9.1 and PDF 2.0 14.8.4.6 require every Note to carry + // an /ID entry that is unique within the document — veraPDF reports + // a hard failure when missing. Reset per document in tagDocument(). + private static int footnoteCounter = 0; + + /** + * Tag a PDF document in-memory without saving to disk. + * Adds structure tree, marked content references, and parent tree to the document. + * + * @param document the PDDocument to tag (modified in place) + * @param contents extracted content by page + */ + public static synchronized void tagDocument(PDDocument document, List> contents, Float pdfVersion) throws IOException { + operatorIndexesToStreamInfosMap.clear(); + structParents.clear(); + structParentsIntegers.clear(); + annotationStructParents.clear(); + pageNumberToFirstStructElement.clear(); + structElementIdToCaptionMap.clear(); + annotationBBoxesMap.clear(); + currentStructParent = 0; + imageChunkFigureCounter = 0; + footnoteCounter = 0; + isPDF2_0 = pdfVersion != null ? pdfVersion == 2.0F : document.getVersion() == 2.0F; + COSDocument cosDocument = document.getDocument(); + PDCatalog catalog = document.getCatalog(); + COSObject structTreeRoot = createStructTreeRoot(catalog, cosDocument, document); + createStructureTreeElements(document, contents, structTreeRoot, cosDocument); + if (isPDF2_0) { + updateDestinationsToStructureDestinations(document, catalog, cosDocument); + } + updatePages(document, cosDocument); + createParentTree(cosDocument, structTreeRoot); + cosDocument.getTrailer().removeKey(ASAtom.ENCRYPT); + } + + /** + * Tag a PDF document and save to disk. Existing behavior preserved. + */ + public static synchronized void createTaggedPDF(File inputPDF, String outputFolder, PDDocument document, List> contents) throws IOException { + COSObject encrypt = document.getDocument().getTrailer().getEncrypt(); + if (encrypt != null && !encrypt.empty()) { + throw new EncryptedTaggedPdfNotSupportedException( + "'" + inputPDF.getName() + "' is encrypted; tagged-pdf conversion is not supported for encrypted documents."); + } + tagDocument(document, contents, null); + String outputFileName = outputFolder + File.separator + + FileUtils.getBaseName(inputPDF.getName()) + "_tagged.pdf"; + document.saveAs(outputFileName); + LOGGER.log(Level.INFO, "Created {0}", outputFileName); + } + + private static void updatePages(PDDocument document, COSDocument cosDocument) throws IOException { + for (OperatorStreamKey operatorStreamKey : structParents.keySet()) { + structParentsIntegers.put(operatorStreamKey, currentStructParent++); + } + List rawPages = document.getPages(); + for (int pageNumber = 0; pageNumber < rawPages.size(); pageNumber++) { + PDPage page = rawPages.get(pageNumber); + if (isPDF2_0) { + updateAdditionalAction(page.getObject(), cosDocument, document); + } + OperatorStreamKey operatorStreamKey = new OperatorStreamKey(pageNumber, null); + Integer structParent = structParentsIntegers.get(operatorStreamKey); + if (structParent != null) { + page.getObject().setKey(ASAtom.STRUCT_PARENTS, COSInteger.construct(structParent)); + cosDocument.addChangedObject(page.getObject()); + } + COSObject contentsObject = page.getKey(ASAtom.CONTENTS); + ResourceHandler resourceHandler = ResourceHandler.getInstance(page.getResources()); + List processedTokens = new ChunksWriter(new GraphicsState(resourceHandler), + resourceHandler).processTokens(ChunksWriter.getTokens(page.getContent()), operatorStreamKey); + if (processedTokens.size() <= MAX_TOKENS_PER_STREAM) { + if (contentsObject != null && contentsObject.isIndirect() != null && contentsObject.isIndirect()) { + setUpContents(contentsObject, processedTokens); + cosDocument.addChangedObject(contentsObject); + } else { + page.getObject().setKey(ASAtom.CONTENTS, createContentsIndirect(cosDocument, processedTokens)); + cosDocument.addChangedObject(page.getObject()); + } + } else { + COSObject streamsArray = COSArray.construct(); + for (int start = 0; start < processedTokens.size(); start += MAX_TOKENS_PER_STREAM) { + int end = Math.min(start + MAX_TOKENS_PER_STREAM, processedTokens.size()); + List chunk = processedTokens.subList(start, end); + COSObject streamIndirect = createContentsIndirect(cosDocument, chunk); + streamsArray.add(streamIndirect); + } + page.getObject().setKey(ASAtom.CONTENTS, streamsArray); + cosDocument.addChangedObject(page.getObject()); + } + } + } + + private static COSObject createContentsIndirect(COSDocument cosDocument, List tokens) throws IOException { + COSObject streamObj = COSIndirect.construct(COSStream.construct(), cosDocument); + setUpContents(streamObj, tokens); + cosDocument.addObject(streamObj); + return streamObj; + } + + public static void setUpContents(COSObject contentsObj, List tokens) throws IOException { + byte[] res = new PDFStreamWriter().write(tokens); + try (InputStream inStream = new ByteArrayInputStream(res)) { + contentsObj.setData(new ASMemoryInStream(inStream)); + } + contentsObj.setKey(ASAtom.FILTER, new COSObject()); + COSStream newStream = (COSStream) contentsObj.getDirectBase(); + newStream.setFilters(new COSFilters(COSName.construct(ASAtom.FLATE_DECODE))); + } + + private static COSObject createStructTreeRoot(PDCatalog catalog, COSDocument cosDocument, PDDocument document) { + COSObject structTreeRoot = COSIndirect.construct(COSDictionary.construct(), cosDocument); + catalog.setKey(ASAtom.STRUCT_TREE_ROOT, structTreeRoot); + structTreeRoot.setKey(ASAtom.TYPE, COSName.construct(ASAtom.STRUCT_TREE_ROOT)); + cosDocument.addObject(structTreeRoot); + structTreeRoot.setKey(ASAtom.PARENT_TREE_NEXT_KEY, COSInteger.construct(document.getNumberOfPages())); + // Only emit the PDF 2.0 namespace (pdf2/ssn) when the output is PDF 2.0. + // The namespace gates PDF 2.0-only structure types like FENote (tagged + // with an explicit /NS to satisfy PDF/UA-2 clause 8.2.4.1). Attaching + // /Namespaces on a PDF 1.x file would produce invalid output. + pdf2_0Namespace = null; + if (isPDF2_0) { + pdf2_0Namespace = COSDictionary.construct(ASAtom.NS, TaggedPDFConstants.PDF2_NAMESPACE); + pdf2_0Namespace.setNameKey(ASAtom.TYPE, ASAtom.NAMESPACE); + pdf2_0Namespace = COSIndirect.construct(pdf2_0Namespace, cosDocument); + cosDocument.addObject(pdf2_0Namespace); + COSObject namespaces = COSArray.construct(); + namespaces.add(pdf2_0Namespace); + structTreeRoot.setKey(ASAtom.NAMESPACES, namespaces); + } + cosDocument.addChangedObject(catalog.getObject()); + return structTreeRoot; + } + + private static void createParentTree(COSDocument cosDocument, COSObject structTreeRoot) { + COSObject parentTree = COSIndirect.construct(COSDictionary.construct(), cosDocument); + cosDocument.addObject(parentTree); + structTreeRoot.setKey(ASAtom.PARENT_TREE, parentTree); + COSObject nums = COSArray.construct(); + parentTree.setKey(ASAtom.NUMS, nums); + int nextKey = 0; + for (Map.Entry> entry : structParents.entrySet()) { + int key = structParentsIntegers.get(entry.getKey()); + nums.add(COSInteger.construct(key)); + COSObject array = COSArray.construct(); + for (COSObject structParent : entry.getValue()) { + array.add(structParent); + } + nums.add(array); + if (key >= nextKey) nextKey = key + 1; + } + // Add single-entry annotations (Link annotations) to parent tree + for (Map.Entry entry : annotationStructParents.entrySet()) { + nums.add(COSInteger.construct(entry.getKey())); + nums.add(entry.getValue()); + if (entry.getKey() >= nextKey) nextKey = entry.getKey() + 1; + } + structTreeRoot.setKey(ASAtom.PARENT_TREE_NEXT_KEY, COSInteger.construct(nextKey)); + } + + private static COSObject addStructElement(COSObject parent, COSDocument cosDocument, String type, Integer pageNumber) { + return addStructElement(parent, cosDocument, type, pageNumber, false); + } + + private static COSObject addStructElement(COSObject parent, COSDocument cosDocument, String type, Integer pageNumber, boolean isFirstKid) { + COSObject structElement = COSIndirect.construct(COSDictionary.construct(), cosDocument); + COSObject k = parent.getKey(ASAtom.K); + if (k.getType() == COSObjType.COS_ARRAY) { + if (isFirstKid) { + k.insert(0, structElement); + } else { + k.add(structElement); + } + } else { + k = COSArray.construct(); + parent.setKey(ASAtom.K, k); + k.add(structElement); + } + structElement.setKey(ASAtom.S, COSName.construct(type)); + structElement.setKey(ASAtom.TYPE, COSName.construct(ASAtom.STRUCT_ELEM)); + structElement.setKey(ASAtom.P, parent); + if (pageNumber != null) { + structElement.setKey(ASAtom.PG, cosDocument.getPDDocument().getPages().get(pageNumber).getObject()); + pageNumberToFirstStructElement.putIfAbsent(pageNumber, structElement); + } + cosDocument.addObject(structElement); + return structElement; + } + + + public static COSObject createStructureTreeElements(PDDocument document, List> contents, + COSObject structTreeRoot, COSDocument cosDocument) { + COSObject seDocument = addStructElement(structTreeRoot, cosDocument, TaggedPDFConstants.DOCUMENT, null); + Map normalizedLevels = buildNormalizedHeadingLevels(contents); + for (int pageNumber = 0; pageNumber < contents.size(); pageNumber++) { + processAnnotations(document, cosDocument, pageNumber); + List pageContents = contents.get(pageNumber); + addKids(pageContents, seDocument, cosDocument, normalizedLevels); + processAnnotations(cosDocument, seDocument, pageNumber); + } + return seDocument; + } + + /** + * Adds child struct elements, collecting Captions and attaching them to their + * linked float (Figure/Table/List) via addCaptionIfPresent(). + * Based on Raman Kakhnovich's approach from origin/auto_tagging #377. + */ + private static void addKids(List contents, COSObject parentStructElem, COSDocument cosDocument, + Map normalizedLevels) { + // First pass: collect Caption → linkedContentId mappings + for (IObject content : contents) { + if (content instanceof SemanticCaption) { + structElementIdToCaptionMap.put( + ((SemanticCaption) content).getLinkedContentId(), (SemanticCaption) content); + } + } + // Second pass: create struct elements (skipping Captions — they are attached by addCaptionIfPresent) + for (IObject content : contents) { + if (content instanceof SemanticCaption) { + continue; + } + if (content instanceof SemanticHeading && normalizedLevels != null) { + createHeadingStructElem((SemanticHeading) content, parentStructElem, cosDocument, + normalizedLevels.get(content)); + } else { + createStructElem(content, parentStructElem, cosDocument); + } + } + } + + /** Overload for nested contexts (list items, table cells) where heading normalization is not applicable. */ + private static void addKids(List contents, COSObject parentStructElem, COSDocument cosDocument) { + addKids(contents, parentStructElem, cosDocument, null); + } + + /** + * If a Caption is linked to this content element, attach it as first or last child + * of the struct element based on spatial position. + */ + private static void addCaptionIfPresent(IObject content, COSObject linkedObject, COSDocument cosDocument) { + Long linkedContentId = content.getRecognizedStructureId(); + if (linkedContentId != null && structElementIdToCaptionMap.containsKey(linkedContentId)) { + SemanticCaption caption = structElementIdToCaptionMap.get(linkedContentId); + boolean isFirst = isCaptionFirstChild(caption.getBoundingBox(), content.getBoundingBox()); + createCaptionStructElem(caption, linkedObject, cosDocument, isFirst); + } + } + + /** + * Determines if the caption should be the first child (above/before) or last child + * (below/after) of its parent struct element. + */ + private static boolean isCaptionFirstChild(BoundingBox caption, BoundingBox parent) { + if (caption == null || parent == null) return true; + if (caption.getCenterY() > parent.getTopY()) { + return true; + } else if (caption.getCenterY() < parent.getBottomY()) { + return false; + } else { + return caption.getCenterX() < parent.getCenterX(); + } + } + + /** + * Normalizes heading levels across the document so that: + * - The first heading is always H1. + * - A heading may not skip levels going down (e.g., H1→H3 becomes H1→H2). + * - A heading may jump back up freely (e.g., H3→H1 is fine). + * This satisfies PDF/UA-1 §7.4.2 (strict descending sequence, no skipping). + */ + private static Map buildNormalizedHeadingLevels(List> contents) { + // Collect headings in document order + List headings = new ArrayList<>(); + for (List page : contents) { + for (IObject obj : page) { + if (obj instanceof SemanticHeading) { + headings.add((SemanticHeading) obj); + } + } + } + Map result = new IdentityHashMap<>(); + if (headings.isEmpty()) { + return result; + } + // Two-pass: first map original levels to a dense 1-based sequence, + // then assign normalized levels avoiding skips. + int currentNormalized = 1; + int prevOriginal = headings.get(0).getHeadingLevel(); + result.put(headings.get(0), 1); + for (int i = 1; i < headings.size(); i++) { + int orig = headings.get(i).getHeadingLevel(); + if (orig > prevOriginal) { + // Going deeper — allow only one step at a time + currentNormalized = Math.min(currentNormalized + 1, 6); + } else if (orig < prevOriginal) { + // Going back up — allow freely, but don't go below 1 + currentNormalized = Math.max(currentNormalized - (prevOriginal - orig), 1); + } + // else same level — keep currentNormalized + result.put(headings.get(i), currentNormalized); + prevOriginal = orig; + } + return result; + } + + private static boolean needToAddAnnotationToStructTree(PDAnnotation annotation, PDPage page, BoundingBox boundingBox) { + //PDF/UA-1 rule 7.18.2-1 / PDF/UA-2 rule 8.9.2.4.15-1 + if (ASAtom.TRAP_NET.equals(annotation.getSubtype())) { + return false; + } + if (isPDF2_0) { + Long f = annotation.getIntegerKey(ASAtom.F); + //PDF/UA-2 rules 8.9.2.2-1, 8.9.2.2-2 + if (f != null && ((f & 1) != 0 || ((f & 32) != 0 && (f & 256) == 0))) { + return false; + } + ASAtom subtype = annotation.getSubtype(); + //PDF/UA-2 8.9.2.4.11-1, 8.9.2.4.11-2, 8.9.2.4.9-1 + if (ASAtom.SOUND.equals(subtype) || ASAtom.MOVIE.equals(subtype) || ASAtom.POPUP.equals(subtype)) { + return false; + } + //PDF/UA-2 rules 8.10.1-1, 8.9.2.4.13-1, 8.9.2.4.16-1, 8.9.2.3-1, 8.2.5.20-1 + return (ASAtom.WIDGET.equals(subtype) && boundingBox.getHeight() != 0 && boundingBox.getWidth() != 0) + || ASAtom.WATERMARK.equals(subtype) || annotation.isMarkup() || ASAtom.LINK.equals(subtype); + } else { + //PDF/UA-1 rules 7.18.1-1, 7.18.4-1, 7.18.5-1 + return !ASAtom.PRINTER_MARK.equals(annotation.getSubtype()) && + !PDAnnotation.isOutsideCropBox(page, annotation) && PDAnnotation.isVisibleAnnotation(annotation); + } + } + + private static void setAnnotationContents(PDAnnotation annotation, COSObject annotObj) { + String existingContents = annotation.getContents(); + // Preserve the annotation's existing Contents when present + if (existingContents == null || existingContents.isEmpty()) { + // Prefer any existing Contents authored on the annotation (accessibility + // text the author already wrote), otherwise fall back to URI (for Link only), + // then to "Annotation". + String contentsText = null; + // Get URI from action if available + if (ASAtom.LINK.equals(annotation.getSubtype())) { + PDAction action = annotation.getA(); + if (action != null && action.getObject() != null && ASAtom.URI.equals(action.getSubtype())) { + contentsText = action.getStringKey(ASAtom.URI); + } + } + //TODO Use AI to generate descriptions + setStringEntry(contentsText, annotObj, ANNOTATION_REPLACEMENT_TEXT, ASAtom.CONTENTS, false); + } else { + if (PUAHelper.containPUA(existingContents)) { + setStringEntry(existingContents, annotObj, ANNOTATION_REPLACEMENT_TEXT, ASAtom.CONTENTS, false); + } + } + } + + //PDF/UA-2 rule 8.4.3-3 + private static void setStringEntry(String contents, COSObject object, String replacementText, ASAtom key, boolean useFigureCounter) { + contents = stripPuaCodePoints(contents); + if (contents == null || contents.isEmpty()) { + if (useFigureCounter) { + contents = replacementText + (++imageChunkFigureCounter); + } else { + contents = replacementText; + } + } + COSObject textObject = COSString.construct( + contents.getBytes(StandardCharsets.UTF_16), true); + object.setKey(key, textObject); + } + + private static void processAnnotations(PDDocument document, COSDocument cosDocument, int pageNumber) { + PDPage page = document.getPages().get(pageNumber); + List annotations = page.getAnnotations(); + if (annotations == null) return; + boolean pageChanged = false; + for (PDAnnotation annotation : annotations) { + COSObject annotObj = annotation.getObject(); + if (annotObj == null || annotObj.empty()) continue; + + BoundingBox boundingBox = new BoundingBox(page.getPageNumber(), annotation.getRect()); + if (needToAddAnnotationToStructTree(annotation, page, boundingBox)) { + annotationBBoxesMap.put(boundingBox, annotation); + setAnnotationContents(annotation, annotObj); + // Assign StructParent integer to annotation and register in parent tree + int structParentInt = currentStructParent++; + annotObj.setKey(ASAtom.STRUCT_PARENT, COSInteger.construct(structParentInt)); + cosDocument.addChangedObject(annotObj); + pageChanged = true; + } else { + if (annotObj.knownKey(ASAtom.STRUCT_PARENT)) { + annotObj.removeKey(ASAtom.STRUCT_PARENT); + cosDocument.addChangedObject(annotObj); + pageChanged = true; + } + } + } + // Flush the Annots array (may be an indirect object separate from the page) + // so that direct-object annotation dicts inside it (StructParent + Contents) are saved. + if (pageChanged) { + COSObject annotsObj = page.getKey(ASAtom.ANNOTS); + if (annotsObj != null && !annotsObj.empty()) { + cosDocument.addChangedObject(annotsObj); + } + cosDocument.addChangedObject(page.getObject()); + } + } + + private static void processAnnotations(COSDocument cosDocument, COSObject seDocument, int pageNumber) { + for (PDAnnotation annotation : annotationBBoxesMap.values()) { + createAnnotationStructElem(cosDocument, seDocument, annotation, null, pageNumber); + } + annotationBBoxesMap.clear(); + } + + private static void createAnnotationStructElem(COSDocument cosDocument, COSObject parent, PDAnnotation annotation, + List streamInfos, int pageNumber) { + + String tag; + if (ASAtom.LINK.equals(annotation.getSubtype())) { + tag = TaggedPDFConstants.LINK; + } else if (ASAtom.WIDGET.equals(annotation.getSubtype())) { + tag = TaggedPDFConstants.FORM; + } else { + tag = TaggedPDFConstants.ANNOT; + } + COSObject structElement = addStructElement(parent, cosDocument, tag, pageNumber); + + // PDF/UA-2 rule 8.9.4.2-1 requires the annotation's Contents and the enclosing + // struct element's Alt to be identical when both are present. + COSObject contents = annotation.getKey(ASAtom.CONTENTS); + if (contents != null && !contents.empty() && contents.getType() == COSObjType.COS_STRING) { + structElement.setKey(ASAtom.ALT, contents); + } + annotationStructParents.put(annotation.getIntegerKey(ASAtom.STRUCT_PARENT).intValue(), structElement); + // Create OBJR pointing to the annotation + COSObject objr = COSDictionary.construct(); + objr.setKey(ASAtom.TYPE, COSName.construct(ASAtom.OBJR)); + objr.setKey(ASAtom.OBJ, annotation.getObject()); + objr.setKey(ASAtom.PG, cosDocument.getPDDocument().getPages().get(pageNumber).getObject()); + COSObject kArray = COSArray.construct(); + kArray.add(objr); + structElement.setKey(ASAtom.K, kArray); + if (streamInfos != null) { + addMcidChildren(streamInfos, pageNumber, structElement); + } + } + + private static void updateDestinationsToStructureDestinations(PDDocument document, PDCatalog catalog, COSDocument cosDocument) { + for (PDPage page: document.getPages()) { + List annotations = page.getAnnotations(); + if (annotations == null) continue; + for (PDAnnotation annotation : annotations) { + COSObject annotObj = annotation.getObject(); + if (annotObj == null || annotObj.empty()) continue; + rewriteDestinationToStructDestinationInAction(annotObj, document, cosDocument); + updateAdditionalAction(annotObj, cosDocument, document); + if (!ASAtom.LINK.equals(annotation.getSubtype())) continue; + rewriteDestinationToStructDestinationInLinkAnnotation(annotObj, document); + } + } + updateOutlines(cosDocument, document); + updateOpenAction(cosDocument, catalog, document); + updateAdditionalAction(catalog.getObject(), cosDocument, document); + updateAcroForm(document, cosDocument); + } + + /** + * Make a Link annotation's destination compliant with PDF/UA-2 clause 8.8 (all internal + * destinations must be structure destinations). + * + *

    Behaviour differs between annotation {@code /Dest} and action {@code /A /D}: + *

      + *
    • For annotation {@code /Dest}: veraPDF checks the array's first element is a struct + * element (via {@code at(0).knownKey(S)}), so rewrite the first slot to a struct elem ref. + *
    • For a GoTo action: veraPDF first checks {@code /SD} on the action dict itself, so add + * an {@code /SD [structElem /Fit]} entry alongside (or instead of) the existing {@code /D}. + *
    + */ + private static void rewriteDestinationToStructDestinationInLinkAnnotation(COSObject annotObj, PDDocument document) { + COSObject dest = annotObj.getKey(ASAtom.DEST); + if (dest != null && !dest.empty()) { + COSObject structDestArray = buildStructDestArray(dest, document); + if (structDestArray != null) { + annotObj.setKey(ASAtom.DEST, structDestArray); + } else { + annotObj.removeKey(ASAtom.DEST); + } + document.getDocument().addChangedObject(annotObj); + } + } + + private static void rewriteDestinationToStructDestinationInAction(COSObject object, PDDocument document, COSDocument cosDocument) { + rewriteDestinationToStructDestinationInAction(object, document, cosDocument, ASAtom.A); + } + + private static void rewriteDestinationToStructDestinationInAction(COSObject object, PDDocument document, COSDocument cosDocument, ASAtom key) { + COSObject action = object.getKey(key); + if (action == null || action.empty() || action.getType() != COSObjType.COS_DICT) { + return; + } + if (!ASAtom.GO_TO.equals(action.getNameKey(ASAtom.S))) { + return; + } + COSObject d = action.getKey(ASAtom.D); + COSObject structDestArray = buildStructDestArray(d, document); + if (structDestArray != null) { + action.setKey(ASAtom.SD, structDestArray); + cosDocument.addChangedObject(action); + } else { + object.removeKey(key); + cosDocument.addChangedObject(object); + } + } + + private static void updateAdditionalAction(COSObject object, COSDocument cosDocument, PDDocument document) { + if (object.knownKey(ASAtom.AA)) { + COSObject aaEntry = object.getKey(ASAtom.AA); + if (aaEntry.getType() == COSObjType.COS_DICT) { + COSDictionary dictionary = (COSDictionary) aaEntry.getDirectBase(); + for (ASAtom key : new ArrayList<>(dictionary.getKeySet())) { + rewriteDestinationToStructDestinationInAction(aaEntry, document, cosDocument, key); + } + } + } + } + + private static void updateOpenAction(COSDocument cosDocument, PDCatalog catalog, PDDocument document) { + if (catalog.knownKey(ASAtom.OPEN_ACTION)) { + COSObject openAction = catalog.getKey(ASAtom.OPEN_ACTION); + if (openAction.getType() == COSObjType.COS_ARRAY) { + COSObject sd = buildStructDestArray(openAction, document); + if (sd != null) { + catalog.setKey(ASAtom.OPEN_ACTION, sd); + } else { + catalog.removeKey(ASAtom.OPEN_ACTION); + } + cosDocument.addChangedObject(catalog.getObject()); + return; + } + rewriteDestinationToStructDestinationInAction(catalog.getObject(), document, cosDocument, ASAtom.OPEN_ACTION); + } + } + + private static void updateAcroForm(PDDocument document, COSDocument cosDocument) { + PDAcroForm acroForm = document.getAcroForm(); + if (acroForm != null) { + Deque deque = new ArrayDeque<>(acroForm.getFields()); + while (!deque.isEmpty()) { + PDFormField field = deque.poll(); + updateAdditionalAction(field.getObject(), cosDocument, document); + deque.addAll(field.getChildFormFields()); + } + } + } + + /** + * Build a {@code [structElem /Fit]} array suitable as a structure destination. Uses the + * target page from an array-form page destination when available. Falls back to the + * annotation's own page only when the destination is entirely absent — a present-but- + * unresolvable destination (named, non-array, or an unmatched page) returns {@code null} + * so the caller leaves the original destination untouched rather than silently + * redirecting a cross-page link to the annotation's own page. + */ + private static COSObject buildStructDestArray(COSObject originalDest, PDDocument document) { + COSObject target = null; + boolean destIsPresent = originalDest != null && !originalDest.empty(); + COSObject page; + if (destIsPresent) { + page = PDAnnotation.getPageFromDestination(originalDest, ASAtom.D); + if (page != null && !page.empty() && page.getType() == COSObjType.COS_DICT + && ASAtom.PAGE.equals(page.getNameKey(ASAtom.TYPE))) { + List pages = document.getPages(); + for (int i = 0; i < pages.size(); i++) { + if (pages.get(i).getObject().getObjectKey().equals(page.getObjectKey())) { + target = pageNumberToFirstStructElement.get(i); + break; + } + } + } + } + + if (target == null) { + return null; + } + COSObject arr = COSArray.construct(); + arr.add(target); + arr.add(COSName.construct(ASAtom.getASAtom("Fit"))); + return arr; + } + + private static void updateOutlines(COSDocument cosDocument, PDDocument document) { + PDOutlineDictionary dictionary = document.getOutlines(); + if (dictionary == null) { + return; + } + updateOutlineItem(dictionary.getFirst(), document, cosDocument); + } + + private static void updateOutlineItem(PDOutlineItem current, PDDocument document, COSDocument cosDocument) { + while (current != null) { + COSObject currentObject = current.getObject(); + rewriteDestinationToStructDestinationInLinkAnnotation(currentObject, document); + rewriteDestinationToStructDestinationInAction(currentObject, document, cosDocument); + updateOutlineItem(current.getFirst(), document, cosDocument); + current = current.getNext(); + } + } + + private static void createStructElem(IObject object, COSObject parentStructElem, COSDocument cosDocument) { + if (object instanceof SemanticHeading) { + // Fallback: heading inside a nested context (list/table) — use original level + createHeadingStructElem((SemanticHeading) object, parentStructElem, cosDocument, + ((SemanticHeading) object).getHeadingLevel()); + } else if (object instanceof SemanticFootnote) { + createFootnoteStructElem((SemanticFootnote) object, parentStructElem, cosDocument); + } else if (object instanceof SemanticParagraph) { + createParagraphStructElem((SemanticParagraph) object, parentStructElem, cosDocument); + } else if (object instanceof PDFList) { + createListStructElem((PDFList) object, parentStructElem, cosDocument); + } else if (object instanceof SemanticTOC) { + createTOCStructElem((SemanticTOC) object, parentStructElem, cosDocument); + } else if (object instanceof TableBorder) { + TableBorder table = (TableBorder) object; + if (table.isTextBlock()) { + createStructElemForTextBlock(table, parentStructElem, cosDocument); + } else if (!table.isOneCellTable()) { + createTableStructElem(table, parentStructElem, cosDocument); + } + } else if (object instanceof SemanticFormula) { + createFormulaStructElem((SemanticFormula) object, parentStructElem, cosDocument); + } else if (object instanceof ImageChunk) { + createFigureStructElem((ImageChunk) object, parentStructElem, cosDocument); + } + } + + private static void createHeadingStructElem(SemanticHeading heading, COSObject parent, COSDocument cosDocument, + int normalizedLevel) { + // Use the normalized level (1–6) so that: + // - PDF/UA-1 §7.4.4: H is the only child of its parent (satisfied by H1-H6) + // - PDF/UA-1 §7.4.2: heading levels do not skip (satisfied by normalization) + COSObject headingObject = addStructElement(parent, cosDocument, + TaggedPDFConstants.H + normalizedLevel, + heading.getPageNumber()); + processTextNode(heading, headingObject); + } + + private static void createParagraphStructElem(SemanticParagraph paragraph, COSObject parent, COSDocument cosDocument) { + COSObject paragraphObject = addStructElement(parent, cosDocument, TaggedPDFConstants.P, paragraph.getPageNumber()); + processTextNode(paragraph, paragraphObject); + } + + /** + * Remove Unicode Private Use Area code points. PDF/UA-2 clause 8.4.3.3 forbids PUA chars in + * /Alt entries. Iterates by code point so surrogate pairs for supplementary PUA are handled. + */ + public static String stripPuaCodePoints(String in) { + if (in == null || in.isEmpty()) return in; + StringBuilder sb = new StringBuilder(in.length()); + int i = 0; + while (i < in.length()) { + int cp = in.codePointAt(i); + boolean isPua = (cp >= 0xE000 && cp <= 0xF8FF) + || (cp >= 0xF0000 && cp <= 0xFFFFD) + || (cp >= 0x100000 && cp <= 0x10FFFD); + if (!isPua) sb.appendCodePoint(cp); + i += Character.charCount(cp); + } + return sb.toString(); + } + + private static void createFootnoteStructElem(SemanticFootnote footnote, COSObject parent, COSDocument cosDocument) { + // FENote + /NS + /NoteType is the PDF 2.0 path (PDF/UA-2 clause 8.2.4.1). + // For PDF 1.x output, fall back to the Note standard structure type so the + // result is valid for PDF 1.7 tagged-PDF consumers. + boolean usePdf2Footnote = isPDF2_0 && pdf2_0Namespace != null; + COSObject noteObject = addStructElement(parent, cosDocument, + usePdf2Footnote ? TaggedPDFConstants.FENOTE : TaggedPDFConstants.NOTE, + footnote.getPageNumber()); + // PDF/UA-1 §7.9.1 and PDF 2.0 14.8.4.6 require Note / FENote struct + // elements to carry an /ID entry that is unique within the document. + // The value is opaque to veraPDF — any non-empty unique string works. + // We use a per-document counter prefixed with "note" so the IDs are + // human-readable in PDF dumps. footnoteCounter is reset at the top + // of tagDocument(), and tagDocument is synchronized, so the counter + // is safe under repeated calls. US_ASCII is explicit so the byte + // representation does not depend on the JVM default charset — the + // string is pure ASCII so the choice is functionally a no-op, but + // it documents intent and silences SpotBugs DM_DEFAULT_ENCODING. + footnoteCounter++; + String noteId = "note-" + footnoteCounter; + noteObject.setKey(ASAtom.ID, + COSString.construct(noteId.getBytes(java.nio.charset.StandardCharsets.US_ASCII))); + if (usePdf2Footnote) { + noteObject.setKey(ASAtom.NS, pdf2_0Namespace); + noteObject.setKey(ASAtom.NOTE_TYPE, COSName.construct(ASAtom.getASAtom("Footnote"))); + } + processTextNode(footnote, noteObject); + } + + private static void createCaptionStructElem(SemanticCaption caption, COSObject parent, COSDocument cosDocument, boolean isFirstChild) { + COSObject captionObject = addStructElement(parent, cosDocument, TaggedPDFConstants.CAPTION, caption.getPageNumber(), isFirstChild); + processTextNode(caption, captionObject); + } + + private static void createFigureStructElem(ImageChunk image, COSObject parent, COSDocument cosDocument) { + createFigureStructElemReturning(image, parent, cosDocument); + } + + private static COSObject createFigureStructElemReturning(ImageChunk image, COSObject parent, COSDocument cosDocument) { + COSObject figureObject = addStructElement(parent, cosDocument, TaggedPDFConstants.FIGURE, image.getPageNumber()); + double[] bbox = {image.getLeftX(), image.getBottomY(), image.getRightX(), image.getTopY()}; + addAttributeToStructElem(figureObject, ASAtom.LAYOUT, ASAtom.BBOX, COSArray.construct(4, bbox)); + // PDF/UA-1 rule 7.3-1 / PDF/UA-2 rule 8.2.5.28.2-1: every Figure must + // carry a non-empty /Alt. JSON/HTML/Markdown outputs follow the + // alt/alt_source schema (alt absent ↔ alt_source=missing), but the + // PDF struct tree cannot leave /Alt empty without failing verification. + // The "image N" synthetic fallback below is the lesser evil: it + // satisfies veraPDF but is a known false alternative for AT users. + // TODO(a11y): when alt is missing, re-tag as /Artifact (decorative) + // rather than emitting synthetic text. Tracked as a follow-up to the + // alt/alt_source schema unification; file an issue before removing + // this comment. + String altText = null; + if (image instanceof EnrichedImageChunk) { + altText = ((EnrichedImageChunk) image).sanitizeDescription(); + } + // Write as hex string (isHex=true). UTF-16BE code units whose low byte is 0x5C (e.g. U+D55C "한") + // would be misparsed as a backslash escape inside a PDF literal string, shifting all subsequent + // bytes by one and producing PUA code points that fail PDF/UA-2 clause 8.4.3.3. + setStringEntry(altText, figureObject, IMAGE_REPLACEMENT_TEXT, ASAtom.ALT, true); + cosDocument.addChangedObject(figureObject); + processImageNode(image, figureObject); + addCaptionIfPresent(image, figureObject, cosDocument); + return figureObject; + } + + + private static void createFormulaStructElem(SemanticFormula formula, COSObject parent, COSDocument cosDocument) { + COSObject formulaObject = addStructElement(parent, cosDocument, TaggedPDFConstants.FORMULA, formula.getPageNumber()); + double[] bbox = {formula.getLeftX(), formula.getBottomY(), formula.getRightX(), formula.getTopY()}; + addAttributeToStructElem(formulaObject, ASAtom.LAYOUT, ASAtom.BBOX, COSArray.construct(4, bbox)); + //PDF/UA-1 rule 7.7-1 + String altText = formula.getLatex(); + setStringEntry(altText, formulaObject, FORMULA_REPLACEMENT_TEXT, ASAtom.ALT, false); + cosDocument.addChangedObject(formulaObject); + addMcidChildren(formula.getStreamInfos(), formula.getPageNumber(), formulaObject); + } + + private static void createListStructElem(PDFList list, COSObject parent, COSDocument cosDocument) { + COSObject listObject = addStructElement(parent, cosDocument, TaggedPDFConstants.L, list.getPageNumber()); + if (list.getNextList() != null) { + listObject.setKey(ASAtom.ID, COSString.construct(String.valueOf(list.getRecognizedStructureId()).getBytes())); + } + if (list.getPreviousList() != null) { + addAttributeToStructElem(listObject, ASAtom.LIST, ASAtom.CONTINUED_LIST, COSBoolean.construct(true)); + addAttributeToStructElem(listObject, ASAtom.LIST, ASAtom.CONTINUED_FROM, + COSString.construct(String.valueOf(list.getPreviousList().getRecognizedStructureId()).getBytes())); + } + ASAtom numbering = ListProcessor.getListNumbering(list.getNumberingStyle()); + // ListProcessor.getListNumbering returns null for unmapped styles. Fold + // null into NONE so the hasLabel promotion and COSName.construct below + // never receive null. + if (numbering == null || numbering == ASAtom.NONE) { + boolean hasLabel = false; + for (ListItem item : list.getListItems()) { + if (item.getLabelLength() > 0) { hasLabel = true; break; } + } + numbering = hasLabel ? ASAtom.ORDERED : ASAtom.NONE; + } + addAttributeToStructElem(listObject, ASAtom.LIST, ASAtom.LIST_NUMBERING, COSName.construct(numbering)); + + for (ListItem listItem : list.getListItems()) { + COSObject listItemObject = addStructElement(listObject, cosDocument, TaggedPDFConstants.LI, listItem.getPageNumber()); + int labelLength = listItem.getLabelLength(); + if (labelLength > 0) { + COSObject lblObject = addStructElement(listItemObject, cosDocument, TaggedPDFConstants.LBL, listItem.getPageNumber()); + SemanticTextNode lblTextNode = new SemanticTextNode(); + lblTextNode.add(new TextLine(listItem.getFirstLine(), 0, listItem.getLabelLength())); + processTextNode(lblTextNode, lblObject); + } + COSObject lBodyObject = addStructElement(listItemObject, cosDocument, TaggedPDFConstants.LBODY, listItem.getPageNumber()); + SemanticTextNode lBodyTextNode = new SemanticTextNode(); + for (TextLine line : listItem.getLines()) { + lBodyTextNode.add(line); + } + if (labelLength > 0) { + lBodyTextNode.setFirstLine(new TextLine(listItem.getFirstLine(), listItem.getLabelLength(), + listItem.getFirstLine().getValue().length())); + } + processTextNode(lBodyTextNode, lBodyObject); + addKids(listItem.getContents(), lBodyObject, cosDocument); + } + addCaptionIfPresent(list, listObject, cosDocument); + } + + private static void createTOCStructElem(SemanticTOC toc, COSObject parent, COSDocument cosDocument) { + COSObject tocObject = addStructElement(parent, cosDocument, TaggedPDFConstants.TOC, toc.getPageNumber()); + for (IObject child : toc.getTOCItems()) { + if (child instanceof SemanticTOC) { + createTOCStructElem((SemanticTOC)child, tocObject, cosDocument); + } else if (child instanceof SemanticTOCI) { + SemanticTOCI tocItem = ((SemanticTOCI)child); + COSObject tocItemObject = addStructElement(tocObject, cosDocument, TaggedPDFConstants.TOCI, child.getPageNumber()); + SemanticTextNode tocItemTextNode = new SemanticTextNode(); + for (TextLine line : tocItem.getLines()) { + tocItemTextNode.add(line); + } + processTextNode(tocItemTextNode, tocItemObject); + addKids(tocItem.getContents(), tocItemObject, cosDocument); + } + } + } + + private static void createTableStructElem(TableBorder table, COSObject parent, COSDocument cosDocument) { + createTableStructElemReturning(table, parent, cosDocument); + } + + private static COSObject createTableStructElemReturning(TableBorder table, COSObject parent, COSDocument cosDocument) { + COSObject tableObject = addStructElement(parent, cosDocument, TaggedPDFConstants.TABLE, table.getPageNumber()); + + // Flat structure: Table > TR > TH/TD (no THead/TBody wrappers) + // First row uses TH + Scope="Column" for header identification. + // This is compatible with both Adobe Acrobat and veraPDF PDF/UA-2 validation. + for (int rowNumber = 0; rowNumber < table.getNumberOfRows(); rowNumber++) { + addTableRow(table, rowNumber, tableObject, cosDocument); + } + + addCaptionIfPresent(table, tableObject, cosDocument); + return tableObject; + } + + private static void addTableRow(TableBorder table, int rowNumber, COSObject parent, + COSDocument cosDocument) { + TableBorderRow row = table.getRow(rowNumber); + COSObject rowObject = addStructElement(parent, cosDocument, TaggedPDFConstants.TR, row.getPageNumber()); + for (int colNumber = 0; colNumber < table.getNumberOfColumns(); colNumber++) { + TableBorderCell cell = row.getCell(colNumber); + if (cell.getRowNumber() == rowNumber && cell.getColNumber() == colNumber) { + String cellTag = cell.isHeaderCell() ? TaggedPDFConstants.TH : TaggedPDFConstants.TD; + COSObject cellObject = addStructElement(rowObject, cosDocument, cellTag, cell.getPageNumber()); + if (cell.isHeaderCell()) { + String scope = "Both"; + if (rowNumber == 0 && colNumber != 0) { + scope = "Column"; + } else if (rowNumber != 0 && colNumber == 0) { + scope = "Row"; + } + addAttributeToStructElem(cellObject, ASAtom.TABLE, + ASAtom.SCOPE, COSName.construct(ASAtom.getASAtom(scope))); + } + if (cell.getColSpan() != 1) { + addAttributeToStructElem(cellObject, ASAtom.TABLE, ASAtom.COL_SPAN, COSInteger.construct(cell.getColSpan())); + } + if (cell.getRowSpan() != 1) { + addAttributeToStructElem(cellObject, ASAtom.TABLE, ASAtom.ROW_SPAN, COSInteger.construct(cell.getRowSpan())); + } + addKids(cell.getContents(), cellObject, cosDocument); + } + } + } + + private static void createStructElemForTextBlock(TableBorder table, COSObject parent, COSDocument cosDocument) { + boolean useAside = isPDF2_0 && pdf2_0Namespace != null; + COSObject partObject = addStructElement(parent, cosDocument, useAside ? TaggedPDFConstants.ASIDE : TaggedPDFConstants.ART, table.getPageNumber()); + if (useAside) { + partObject.setKey(ASAtom.NS, pdf2_0Namespace); + } + TableBorderCell cell = table.getCell(0,0); + addKids(cell.getContents(), partObject, cosDocument); + addCaptionIfPresent(table, partObject, cosDocument); + } + + private static void addAttributeToStructElem(COSObject structElement, ASAtom ownerASAtom, ASAtom attributeName, + COSObject attributeValue) { + COSObject aObject = structElement.getKey(ASAtom.A); + COSObject owner = COSName.construct(ownerASAtom); + if (aObject.empty()) { + aObject = COSDictionary.construct(); + aObject.setKey(ASAtom.O, owner); + aObject.setKey(attributeName, attributeValue); + } else if (aObject.getType() == COSObjType.COS_DICT) { + COSObject ownerObject = aObject.getKey(ASAtom.O); + if (owner.equals(ownerObject)) { + aObject.setKey(attributeName, attributeValue); + } else { + COSObject previousADictionary = aObject; + aObject = COSArray.construct(); + aObject.add(previousADictionary); + addAttributeDictionaryToArray(owner, attributeName, attributeValue, aObject); + } + } else if (aObject.getType() == COSObjType.COS_ARRAY) { + boolean isAttributeSet = false; + for (COSObject dictionary : (COSArray) aObject.getDirectBase()) { + if (owner.equals(dictionary.getKey(ASAtom.O))) { + dictionary.setKey(attributeName, attributeValue); + isAttributeSet = true; + break; + } + } + if (!isAttributeSet) { + addAttributeDictionaryToArray(owner, attributeName, attributeValue, aObject); + } + } + structElement.setKey(ASAtom.A, aObject); + } + + private static void addAttributeDictionaryToArray(COSObject owner, ASAtom attributeName, COSObject attributeValue, + COSObject aObject) { + COSObject newADictionary = COSDictionary.construct(); + newADictionary.setKey(ASAtom.O, owner); + newADictionary.setKey(attributeName, attributeValue); + aObject.add(newADictionary); + } + + private static void processTextNode(SemanticTextNode textNode, COSObject cosObject) { + Map.Entry bBoxToAnnotation = null; + List streamInfos = new ArrayList<>(); + for (TextColumn textColumn : textNode.getColumns()) { + for (TextLine textLine : textColumn.getLines()) { + for (TextChunk textChunk : textLine.getTextChunks()) { + if (bBoxToAnnotation != null && + (!isAnnotIntersectWithBoundingBox(bBoxToAnnotation.getKey(), textChunk.getBoundingBox()) || + TextChunkUtils.getTextChunkPartForRange(textChunk, -Double.MAX_VALUE, + bBoxToAnnotation.getKey().getLeftX(), false) != null)) { + createAnnotationStructElem(StaticResources.getDocument().getDocument(), cosObject, + bBoxToAnnotation.getValue(), streamInfos, textNode.getPageNumber()); + annotationBBoxesMap.remove(bBoxToAnnotation.getKey()); + streamInfos.clear(); + bBoxToAnnotation = null; + } + SortedMap annots = getAnnotationsByBBox(textChunk.getBoundingBox()); + if (!annots.isEmpty()) { + bBoxToAnnotation = processAnnotsForTextChunk(cosObject, bBoxToAnnotation, streamInfos, + textChunk, annots); + } else { + streamInfos.addAll(textChunk.getStreamInfos()); + } + } + } + } + if (bBoxToAnnotation != null) { + createAnnotationStructElem(StaticResources.getDocument().getDocument(), cosObject, bBoxToAnnotation.getValue(), + streamInfos, textNode.getPageNumber()); + annotationBBoxesMap.remove(bBoxToAnnotation.getKey()); + } else { + addMcidChildren(streamInfos, textNode.getPageNumber(), cosObject); + } + } + + private static Map.Entry processAnnotsForTextChunk(COSObject cosObject, + Map.Entry bBoxToAnnotation, + List streamInfos, + TextChunk textChunk, + SortedMap annots) { + Map.Entry currentBBoxToAnnotation = bBoxToAnnotation; + double currentRightX = -Double.MAX_VALUE; + for (Map.Entry entry : annots.entrySet()) { + // Reference equality is intentional: currentBBoxToAnnotation may have been + // carried over from a previous TextChunk when the annotation spans multiple + // chunks. 'entry' comes from the freshly built 'annots' map (ordered by left X) + // for the current chunk. If both references point to the same Map.Entry object, + // we are still accumulating stream infos inside the annotation region that was + // started in a prior iteration and should not flush it yet. + // Processed annotations are removed from annotationBBoxesMap immediately after + // createAnnotationStructElem, so they will never reappear in a subsequent + // getAnnotationsByBBox call, making the identity check safe and unambiguous. + BoundingBox boundingBox = entry.getKey(); + if (currentBBoxToAnnotation == null || !Objects.equals(currentBBoxToAnnotation.getKey(), entry.getKey())) { + if (currentBBoxToAnnotation != null) { + createAnnotationStructElem(StaticResources.getDocument().getDocument(), cosObject, + currentBBoxToAnnotation.getValue(), streamInfos, textChunk.getPageNumber()); + annotationBBoxesMap.remove(currentBBoxToAnnotation.getKey()); + streamInfos.clear(); + currentRightX = currentBBoxToAnnotation.getKey().getRightX(); + } + TextChunk textChunkPart = TextChunkUtils.getTextChunkPartForRange(textChunk, + currentRightX, boundingBox.getLeftX(), false); + if (textChunkPart != null) { + streamInfos.addAll(textChunkPart.getStreamInfos()); + } + addMcidChildren(streamInfos, textChunk.getPageNumber(), cosObject); + streamInfos.clear(); + } + TextChunk textChunkPart = TextChunkUtils.getTextChunkPartForRange(textChunk, + boundingBox.getLeftX(), boundingBox.getRightX(), false); + if (textChunkPart != null) { + streamInfos.addAll(textChunkPart.getStreamInfos()); + } + currentRightX = boundingBox.getRightX(); + currentBBoxToAnnotation = entry; + } + TextChunk textChunkPart = TextChunkUtils.getTextChunkPartForRange(textChunk, + currentRightX, textChunk.getRightX(), false); + if (textChunkPart != null) { + createAnnotationStructElem(StaticResources.getDocument().getDocument(), cosObject, + currentBBoxToAnnotation.getValue(), streamInfos, textChunk.getPageNumber()); + annotationBBoxesMap.remove(currentBBoxToAnnotation.getKey()); + streamInfos.clear(); + streamInfos.addAll(textChunkPart.getStreamInfos()); + currentBBoxToAnnotation = null; + } + return currentBBoxToAnnotation; + } + + private static Map.Entry getAnnotationByBBox(BoundingBox boundingBox) { + for (Map.Entry entry : annotationBBoxesMap.entrySet()) { + if (isAnnotIntersectWithBoundingBox(entry.getKey(), boundingBox)) { + return entry; + } + } + return null; + } + + private static SortedMap getAnnotationsByBBox(BoundingBox boundingBox) { + SortedMap result = new TreeMap<>( + Comparator.comparingDouble((BoundingBox b) -> b.getLeftX()).thenComparingInt(BoundingBox::hashCode)); + for (Map.Entry entry : annotationBBoxesMap.entrySet()) { + if (isAnnotIntersectWithBoundingBox(entry.getKey(), boundingBox)) { + result.put(entry.getKey(), entry.getValue()); + } + } + return result; + } + + private static boolean isAnnotIntersectWithBoundingBox(BoundingBox annotBoundingBox, BoundingBox boundingBox) { + return annotBoundingBox.getIntersectionPercent(boundingBox) > 0.5d || + boundingBox.getIntersectionPercent(annotBoundingBox) > 0.5d; + } + + private static void processImageNode(ImageChunk imageChunk, COSObject cosObject) { + Map.Entry entry = getAnnotationByBBox(imageChunk.getBoundingBox()); + if (entry != null) { + annotationBBoxesMap.remove(entry.getKey()); + createAnnotationStructElem(StaticResources.getDocument().getDocument(), cosObject, entry.getValue(), + imageChunk.getStreamInfos(), imageChunk.getPageNumber()); + } else { + addMcidChildren(imageChunk.getStreamInfos(), imageChunk.getPageNumber(), cosObject); + } + } + + private static void addMcidChildren(List streamInfos, Integer pageNumber, COSObject parentStructElement) { + if (streamInfos.isEmpty()) { + return; + } + COSObject kids = parentStructElement.getKey(ASAtom.K); + if (kids.getType() != COSObjType.COS_ARRAY) { + COSObject array = COSArray.construct(); + parentStructElement.setKey(ASAtom.K, array); + kids = array; + } + List streamInfoList = getMergedStreamInfos(streamInfos); + for (StreamInfo streamInfo : streamInfoList) { + OperatorStreamKey operatorStreamKey = new OperatorStreamKey(pageNumber, streamInfo.getXObjectName()); + List list = structParents.computeIfAbsent(operatorStreamKey, x -> new ArrayList<>()); + int mcid = list.size(); + COSObject mcidObject = COSInteger.construct(mcid); + streamInfo.setMcid(mcid); + operatorIndexesToStreamInfosMap.computeIfAbsent(operatorStreamKey, x -> new HashMap<>()) + .computeIfAbsent(streamInfo.getOperatorIndex(), x -> new TreeSet<>()).add(streamInfo); + list.add(parentStructElement); + if (streamInfo.getXObjectName() != null) { + PDXObject pdxObject = StaticResources.getDocument().getPage(pageNumber).getResources() + .getXObject(ASAtom.getASAtom(streamInfo.getXObjectName())); + if (pdxObject != null) { + COSObject mcrDictionary = COSDictionary.construct(); + mcrDictionary.setKey(ASAtom.TYPE, COSName.construct(ASAtom.MCR)); + mcrDictionary.setKey(ASAtom.MCID, mcidObject); + mcrDictionary.setKey(ASAtom.STM, pdxObject.getObject()); + kids.add(mcrDictionary); + } else { + kids.add(mcidObject); + } + } else { + kids.add(mcidObject); + } + } + } + + private static List getMergedStreamInfos(List streamInfos) { + List streamInfoList = new ArrayList<>(); + Iterator streamInfoIterator = streamInfos.iterator(); + StreamInfo previousInfo = streamInfoIterator.next(); + streamInfoList.add(previousInfo); + while (streamInfoIterator.hasNext()) { + StreamInfo currentStreamInfo = streamInfoIterator.next(); + if (previousInfo.getOperatorIndex() == currentStreamInfo.getOperatorIndex() && + previousInfo.getEndIndex() <= currentStreamInfo.getStartIndex()) { + previousInfo.setEndIndex(currentStreamInfo.getEndIndex()); + } else { + streamInfoList.add(currentStreamInfo); + previousInfo = currentStreamInfo; + } + } + return streamInfoList; + } + + public static Map getStructParentsIntegers() { + return structParentsIntegers; + } + + public static Map> getStructParents() { + return structParents; + } + + public static Map>> getOperatorIndexesToStreamInfosMap() { + return operatorIndexesToStreamInfosMap; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/CaptionProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/CaptionProcessor.java new file mode 100644 index 0000000..197c2f1 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/CaptionProcessor.java @@ -0,0 +1,151 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticCaption; +import org.verapdf.wcag.algorithms.entities.SemanticFigure; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.CaptionUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; + +import java.util.List; + +/** + * Processor for detecting and linking captions to figures and tables. + * Identifies text nodes that are likely captions based on proximity and content. + */ +public class CaptionProcessor { + + private static final double CAPTION_PROBABILITY = 0.75; + + private static final double CAPTION_VERTICAL_OFFSET_RATIO = 1; + private static final double CAPTION_HORIZONTAL_OFFSET_RATIO = 1; + private static final double SUBTLE_IMAGE_RATIO_THRESHOLD = 0.01; + + /** + * Processes content to identify and link captions to images and tables. + * + * @param contents the list of content objects to process + */ + public static void processCaptions(List contents) { + DocumentProcessor.setIndexesForContentsList(contents); + SemanticFigure imageNode = null; + SemanticTextNode lastTextNode = null; + for (IObject content : contents) { + if (content == null) { + continue; + } + if (content instanceof SemanticTextNode) { + SemanticTextNode textNode = (SemanticTextNode) content; + if (textNode.isSpaceNode() || textNode.isEmpty()) { + continue; + } + + if (imageNode != null && isTextNotContainedInImage(imageNode, textNode)) { + acceptImageCaption(contents, imageNode, lastTextNode, textNode); + imageNode = null; + } + + lastTextNode = textNode; + } else if (content instanceof ImageChunk && !isImageSubtle((ImageChunk) content)) { + if (imageNode != null && isTextNotContainedInImage(imageNode, lastTextNode)) { + acceptImageCaption(contents, imageNode, lastTextNode, null); + lastTextNode = null; + } + imageNode = new SemanticFigure((ImageChunk) content); + imageNode.setRecognizedStructureId(content.getRecognizedStructureId()); + } else if (content instanceof TableBorder && !((TableBorder) content).isTextBlock()) { + if (imageNode != null && isTextNotContainedInImage(imageNode, lastTextNode)) { + acceptImageCaption(contents, imageNode, lastTextNode, null); + lastTextNode = null; + } + ImageChunk imageChunk = new ImageChunk(content.getBoundingBox()); + imageChunk.setRecognizedStructureId(content.getRecognizedStructureId()); + imageNode = new SemanticFigure(imageChunk); + imageNode.setRecognizedStructureId(content.getRecognizedStructureId()); + } + } + if (imageNode != null) { + acceptImageCaption(contents, imageNode, lastTextNode, null); + } +// for (IObject content1 : contents) { +// if (content1 instanceof SemanticTextNode) { +// SemanticTextNode textNode = (SemanticTextNode)content1; +// for (IObject content2 : contents) { +// if (content2 instanceof ImageChunk) { +// SemanticFigure imageNode = new SemanticFigure((ImageChunk) content2); +// acceptImageCaption(imageNode, textNode, textNode); +// } +// } +// } +// } + } + + private static boolean isImageSubtle(ImageChunk imageChunk) { + double imageHeight = imageChunk.getHeight(); + double imageWidth = imageChunk.getWidth(); + if (NodeUtils.areCloseNumbers(imageWidth, 0) || NodeUtils.areCloseNumbers(imageHeight, 0)) { + return true; + } + double aspectRatio = Math.min(imageWidth, imageHeight) / Math.max(imageWidth, imageHeight); + return aspectRatio < SUBTLE_IMAGE_RATIO_THRESHOLD; + } + + + /** + * Checks if a text node is not contained within an image's bounding box. + * + * @param image the image to check against + * @param text the text node to check + * @return true if the text is outside the image bounds, false otherwise + */ + public static boolean isTextNotContainedInImage(SemanticFigure image, SemanticTextNode text) { + if (text == null) { + return true; + } + + double textSize = text.getFontSize(); + return !image.getBoundingBox().contains(text.getBoundingBox(), + textSize * CAPTION_HORIZONTAL_OFFSET_RATIO, + textSize * CAPTION_VERTICAL_OFFSET_RATIO); + } + + private static void acceptImageCaption(List contents, SemanticFigure imageNode, + SemanticTextNode previousNode, SemanticTextNode nextNode) { + if (imageNode.getImages().isEmpty()) { + return; + } + double previousCaptionProbability = CaptionUtils.imageCaptionProbability(previousNode, imageNode); + double nextCaptionProbability = CaptionUtils.imageCaptionProbability(nextNode, imageNode); + double captionProbability; + SemanticTextNode captionNode; + if (previousCaptionProbability > nextCaptionProbability) { + captionProbability = previousCaptionProbability; + captionNode = previousNode; + } else { + captionProbability = nextCaptionProbability; + captionNode = nextNode; + } + if (captionProbability >= CAPTION_PROBABILITY) { + SemanticCaption semanticCaption = new SemanticCaption(captionNode); + contents.set(captionNode.getIndex(), semanticCaption); + semanticCaption.setLinkedContentId(imageNode.getRecognizedStructureId()); + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ClusterTableProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ClusterTableProcessor.java new file mode 100644 index 0000000..7567430 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ClusterTableProcessor.java @@ -0,0 +1,120 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.tables.Table; +import org.verapdf.wcag.algorithms.entities.tables.TableToken; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.semanticalgorithms.consumers.ClusterTableConsumer; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.TextChunkUtils; + +import java.util.ArrayList; +import java.util.List; + +/** + * Table processor that uses clustering algorithms to detect tables. + * Identifies tables by analyzing spatial relationships between text chunks. + */ +public class ClusterTableProcessor extends AbstractTableProcessor { + + @Override + protected List> getTables(List> contents, List pageNumbers) { + List> tables = new ArrayList<>(); + for (int pageNumber : pageNumbers) { + tables.add(processClusterDetectionTables(contents.get(pageNumber))); + } + return tables; + } + + /** + * Detects tables on a single page using cluster-based detection. + * + * @param contents the page contents to analyze + * @return a list of detected table borders + */ + public static List processClusterDetectionTables(List contents) { + ClusterTableConsumer clusterTableConsumer = new ClusterTableConsumer(); + for (IObject content : contents) { + if (content instanceof TextChunk) { + TextChunk textChunk = (TextChunk) content; + if (textChunk.isWhiteSpaceChunk() || textChunk.isEmpty()) { + continue; + } + List splitChunks = TextChunkUtils.splitTextChunkByWhiteSpaces(textChunk); + for (TextChunk splitChunk : splitChunks) { + SemanticTextNode semanticTextNode = new SemanticTextNode(splitChunk); + clusterTableConsumer.accept(new TableToken(splitChunk, semanticTextNode), semanticTextNode); + } +// } else if (content instanceof ImageChunk) { +// SemanticFigure semanticFigure = new SemanticFigure((ImageChunk) content); +// clusterTableConsumer.accept(new TableToken((ImageChunk) content, semanticFigure), semanticFigure); + } + } + clusterTableConsumer.processEnd(); + List result = new ArrayList<>(); + for (Table table : clusterTableConsumer.getTables()) { + TableBorder tableBorder = table.createTableBorderFromTable(); + if (tableBorder != null) { + setTableCellsSemanticTypes(tableBorder); + result.add(tableBorder); + } + } + return result; + } + + private static void setTableCellsSemanticTypes(TableBorder table) { + for (int rowNumber = 0; rowNumber < table.getNumberOfRows(); rowNumber++) { + for (int colNumber = 0; colNumber < table.getNumberOfColumns(); colNumber++) { + TableBorderCell cell = table.getCell(rowNumber, colNumber); + if (cell.getColNumber() == colNumber && cell.getRowNumber() == rowNumber) { + cell.setSemanticType(rowNumber == 0 ? SemanticType.TABLE_HEADER : SemanticType.TABLE_CELL); + } + } + } + } + +// public static void findListAndTablesImageMethod(List nodes) { +// ClusterTableConsumer clusterTableConsumer = new ClusterTableConsumer(); +// for (SemanticTextNode textNode : nodes) { +// ImageChunk imageChunk = new ImageChunk(textNode.getBoundingBox()); +// SemanticFigure figure = new SemanticFigure(imageChunk); +// clusterTableConsumer.accept(new TableToken(imageChunk, figure), figure); +//// if (chunk instanceof TextChunk) { +//// SemanticTextNode semanticTextNode = new SemanticTextNode((TextChunk)chunk); +//// clusterTableConsumer.accept(new TableToken((TextChunk)chunk, semanticTextNode), semanticTextNode); +//// } else if (chunk instanceof ImageChunk) { +//// SemanticFigure semanticFigure = new SemanticFigure((ImageChunk) chunk); +//// clusterTableConsumer.accept(new TableToken((ImageChunk)chunk, semanticFigure), semanticFigure); +//// } +// +// } +// // if (recognitionArea.isValid()) { +//// List restNodes = new ArrayList<>(recognize()); +//// init(); +//// restNodes.add(root); +//// for (INode restNode : restNodes) { +//// accept(restNode); +//// } +//// } +// clusterTableConsumer.processEnd(); +// System.out.println("test"); +// } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ContentFilterProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ContentFilterProcessor.java new file mode 100644 index 0000000..8be018d --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ContentFilterProcessor.java @@ -0,0 +1,156 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.IChunk; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.TextChunkUtils; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.HashSet; +import java.util.List; +import java.util.Set; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * Processor for filtering and cleaning PDF content. + * Removes hidden text, out-of-page content, backgrounds, and other artifacts. + */ +public class ContentFilterProcessor { + + private static final Logger LOGGER = Logger.getLogger(ContentFilterProcessor.class.getCanonicalName()); + + /** + * Filters and cleans page contents based on configuration. + * + * @param inputPdfName the path to the PDF file + * @param contents the raw page contents + * @param pageNumber the page number (0-indexed) + * @param config the configuration settings + * @return the filtered list of content objects + * @throws IOException if unable to process the content + */ + public static List getFilteredContents(String inputPdfName, List contents, int pageNumber, + Config config) throws IOException { + List pageContents = new ArrayList<>(contents); + TextProcessor.removeSameTextChunks(pageContents); + pageContents = DocumentProcessor.removeNullObjectsFromList(pageContents); + TextProcessor.removeTextDecorationImages(pageContents); + pageContents = DocumentProcessor.removeNullObjectsFromList(pageContents); + if (config.getFilterConfig().isFilterTinyText()) { + TextProcessor.filterTinyText(pageContents); + pageContents = DocumentProcessor.removeNullObjectsFromList(pageContents); + } + if (config.getFilterConfig().isFilterOutOfPage()) { + filterOutOfPageContents(pageNumber, pageContents); + pageContents = DocumentProcessor.removeNullObjectsFromList(pageContents); + } + TextProcessor.mergeCloseTextChunks(pageContents); + pageContents = DocumentProcessor.removeNullObjectsFromList(pageContents); + TextProcessor.trimTextChunksWhiteSpaces(pageContents); + filterConsecutiveSpaces(pageContents); + pageContents = splitTextChunksByWhiteSpacesInPageContents(pageContents); + // HiddenText detection moved to DocumentProcessor (sequential post-processing) + // to avoid ContrastRatioConsumer per-thread PDF rendering overhead + double replacementCharRatio = TextProcessor.measureReplacementCharRatio(pageContents); + StaticLayoutContainers.setReplacementCharRatio(pageNumber, replacementCharRatio); + if (replacementCharRatio >= 0.3) { + LOGGER.log(Level.WARNING, + "Page {0}: {1,number,#.#%} of characters are replacement characters (U+FFFD). " + + "This PDF likely contains CID-keyed fonts without ToUnicode mappings. " + + "Text extraction may be incomplete. Consider enabling hybrid OCR fallback with --hybrid docling-fast.", + new Object[]{pageNumber + 1, replacementCharRatio}); + } + TextProcessor.replaceUndefinedCharacters(pageContents, config.getReplaceInvalidChars()); + processBackgrounds(pageNumber, pageContents); + return pageContents; + } + + /** + * Detects and removes background elements from page contents. + * + * @param pageNumber the page number (0-indexed) + * @param contents the page contents to process + */ + public static void processBackgrounds(int pageNumber, List contents) { + BoundingBox pageBoundingBox = DocumentProcessor.getPageBoundingBox(pageNumber); + if (pageBoundingBox == null) { + return; + } + Set backgrounds = new HashSet<>(); + for (IObject content : contents) { + if (content instanceof LineArtChunk) { + if (isBackground(content, pageBoundingBox)) { + backgrounds.add((LineArtChunk) content); + } + } + } + if (!backgrounds.isEmpty()) { + LOGGER.log(Level.WARNING, "Detected background on page " + pageNumber); + contents.removeAll(backgrounds); + } + } + + private static void filterConsecutiveSpaces(List pageContents) { + for (IObject object : pageContents) { + if (object instanceof TextChunk) { + ((TextChunk) object).compressSpaces(); + } + } + } + + private static boolean isBackground(IObject content, BoundingBox pageBoundingBox) { + return (content.getBoundingBox().getWidth() > 0.5 * pageBoundingBox.getWidth() && + content.getBoundingBox().getHeight() > 0.1 * pageBoundingBox.getHeight()) || + (content.getBoundingBox().getWidth() > 0.1 * pageBoundingBox.getWidth() && + content.getBoundingBox().getHeight() > 0.5 * pageBoundingBox.getHeight()); + } + + private static void filterOutOfPageContents(int pageNumber, List contents) { + BoundingBox pageBoundingBox = DocumentProcessor.getPageBoundingBox(pageNumber); + if (pageBoundingBox == null) { + return; + } + pageBoundingBox.move(-pageBoundingBox.getLeftX(), -pageBoundingBox.getBottomY()); + for (int index = 0; index < contents.size(); index++) { + IObject object = contents.get(index); + if (object != null && pageBoundingBox.notOverlaps(object.getBoundingBox())) { + contents.set(index, null); + } + } + } + + private static List splitTextChunksByWhiteSpacesInPageContents(List contents) { + List newContents = new ArrayList<>(); + for (IObject object : contents) { + if (object instanceof TextChunk) { + TextChunk textChunk = (TextChunk) object; + List splitChunks = TextChunkUtils.splitTextChunkByWhiteSpaces(textChunk); + newContents.addAll(splitChunks); + } else { + newContents.add(object); + } + } + return newContents; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/DocumentProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/DocumentProcessor.java new file mode 100644 index 0000000..f7a91a0 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/DocumentProcessor.java @@ -0,0 +1,882 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.hybrid.ElementMetadata; +import org.opendataloader.pdf.processors.readingorder.XYCutPlusPlusSorter; +import org.opendataloader.pdf.json.JsonWriter; +import org.opendataloader.pdf.markdown.MarkdownGenerator; +import org.opendataloader.pdf.markdown.MarkdownGeneratorFactory; +import org.opendataloader.pdf.markdown.MarkdownSyntax; +import org.opendataloader.pdf.html.HtmlGenerator; +import org.opendataloader.pdf.html.HtmlGeneratorFactory; +import org.opendataloader.pdf.pdf.PDFWriter; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.text.TextGenerator; +import org.opendataloader.pdf.utils.ContentSanitizer; +import org.opendataloader.pdf.utils.FileUtils; +import org.opendataloader.pdf.utils.ImagesUtils; +import org.opendataloader.pdf.utils.TextNodeUtils; +import org.verapdf.as.ASAtom; +import org.verapdf.containers.StaticCoreContainers; +import org.verapdf.cos.COSDictionary; +import org.verapdf.cos.COSObjType; +import org.verapdf.cos.COSObject; +import org.verapdf.cos.COSTrailer; +import org.verapdf.exceptions.InvalidPasswordException; +import org.verapdf.gf.model.impl.containers.StaticStorages; +import org.verapdf.gf.model.impl.cos.GFCosInfo; +import org.verapdf.gf.model.impl.sa.GFSAPDFDocument; +import org.verapdf.parser.PDFFlavour; +import org.verapdf.pd.PDDocument; +import org.verapdf.tools.StaticResources; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.TableBordersCollection; +import org.verapdf.wcag.algorithms.semanticalgorithms.consumers.LinesPreprocessingConsumer; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.xmp.containers.StaticXmpCoreContainers; + +import org.opendataloader.pdf.exceptions.InvalidPdfFileException; + +import java.io.File; +import java.io.IOException; +import java.io.InputStream; +import java.io.UncheckedIOException; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.*; +import java.util.concurrent.ForkJoinPool; +import java.util.stream.Collectors; +import java.util.stream.IntStream; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * Main processor for PDF document analysis and output generation. + * Coordinates the extraction, processing, and generation of various output formats. + */ +public class DocumentProcessor { + private static final Logger LOGGER = Logger.getLogger(DocumentProcessor.class.getCanonicalName()); + + /** + * Releases PDF resources to prevent file locks and memory leaks. + * - Closes PDDocument to free OS file handles (required for file deletion) + * - Clears static containers to remove lingering references + * Should always be called in a finally block. + */ + private static void closePdfResources() { + clearCleanupStep("PDDocument", () -> { + PDDocument document = StaticResources.getDocument(); + if (document != null) { + document.close(); + } + }); + clearCleanupStep("ImagesUtils", StaticContainers::closeImagesUtils); + + clearCleanupStep("StaticResources", StaticResources::clear); + clearCleanupStep("StaticContainers", () -> StaticContainers.updateContainers(null)); + clearCleanupStep( + "GFStaticContainers", + org.verapdf.gf.model.impl.containers.StaticContainers::clearAllContainers + ); + clearCleanupStep("StaticLayoutContainers", StaticLayoutContainers::clearContainers); + clearCleanupStep("StaticStorages", StaticStorages::clearAllContainers); + clearCleanupStep("StaticCoreContainers", StaticCoreContainers::clearAllContainers); + clearCleanupStep("StaticXmpCoreContainers", StaticXmpCoreContainers::clearAllContainers); + } + + /** + * Executes a cleanup step safely without interrupting subsequent steps. + * + * Each cleanup action is isolated so that a failure in one step + * does not prevent the remaining cleanup operations from running. + * Errors are logged for debugging purposes. + */ + private static void clearCleanupStep(String name, Runnable cleanup) { + try { + cleanup.run(); + } catch (Exception e) { + LOGGER.log(Level.WARNING, "Error clearing " + name, e); + } + } + + /** + * Processes a PDF file and generates the configured outputs. + * + * @param inputPdfName the path to the input PDF file + * @param config the configuration settings + * @throws IOException if unable to process the file + */ + public static void processFile(String inputPdfName, Config config) throws IOException { + processFileWithResult(inputPdfName, config); + } + + /** + * Processes a PDF file and returns a {@link ProcessingResult} containing + * metadata collected during processing (e.g., hybrid server timings). + * + * @param inputPdfName the path to the input PDF file + * @param config the configuration settings + * @return processing result with optional metadata + * @throws IOException if unable to process the file + */ + public static ProcessingResult processFileWithResult(String inputPdfName, Config config) throws IOException { + try { + // Phase 1: Extract + ExtractionResult extraction = extractContents(inputPdfName, config); + + // Phase 2: Output (JSON/MD/HTML/PDF/Text) + long t0 = System.nanoTime(); + generateOutputs(inputPdfName, extraction.getContents(), config, extraction.getElementMetadata()); + long outputNs = System.nanoTime() - t0; + + return new ProcessingResult(extraction.getHybridTimings(), extraction.getExtractionNs(), outputNs); + } finally { + // Always release resources, even if processing threw. closePdfResources + // logs and swallows per-step failures so cleanup cannot mask the original + // processing exception. + closePdfResources(); + } + } + + /** + * Run the extraction pipeline only (preprocessing + content extraction + sanitization). + * Does not generate any output files. The returned {@link ExtractionResult} can be + * passed to {@link org.opendataloader.pdf.api.AutoTagger} or used to generate + * specific output formats. + * + *

    Structured processing (headings, lists, tables, captions) is always enabled + * because auto-tagging and all structured output formats depend on it. + * + * @param inputPdfName path to the input PDF file + * @param config configuration + * @return extraction result with contents and timing metadata + */ + public static ExtractionResult extractContents(String inputPdfName, Config config) throws IOException { + long t0 = System.nanoTime(); + preprocessing(inputPdfName, config); + calculateDocumentInfo(); + Set pagesToProcess = getValidPageNumbers(config); + List> contents; + if (StaticLayoutContainers.isUseStructTree()) { + contents = TaggedDocumentProcessor.processDocument(inputPdfName, config, pagesToProcess); + } else if (config.isHybridEnabled()) { + contents = HybridDocumentProcessor.processDocument(inputPdfName, config, pagesToProcess); + } else { + contents = processDocument(inputPdfName, config, pagesToProcess); + } + sortContents(contents, config); + ContentSanitizer contentSanitizer = new ContentSanitizer(config.getFilterConfig().getFilterRules(), + config.getFilterConfig().isFilterSensitiveData()); + contentSanitizer.sanitizeContents(contents); + long extractionNs = System.nanoTime() - t0; + + // Re-key metadata by actual IObject IDs in contents. + // After enrichment, IObject recognizedStructureIds may differ from transformer-assigned IDs. + // Match metadata to IObjects by bbox proximity. + Map rawMetadata = HybridDocumentProcessor.getLastElementMetadata(); + Map remappedMetadata = remapMetadataToContents(rawMetadata, contents); + + return new ExtractionResult(contents, extractionNs, HybridDocumentProcessor.getLastHybridTimings(), + remappedMetadata); + } + + /** + * Validates and filters page numbers from config against actual document pages. + * Logs warnings for pages that don't exist in the document. + * + * @param config the configuration containing page selection + * @return Set of valid 0-indexed page numbers to process, or null for all pages + */ + private static Set getValidPageNumbers(Config config) { + List requestedPages = config.getPageNumbers(); + if (requestedPages.isEmpty()) { + return null; // null means process all pages + } + + int totalPages = StaticContainers.getDocument().getNumberOfPages(); + Set validPages = new LinkedHashSet<>(); + List invalidPages = new ArrayList<>(); + + for (Integer page : requestedPages) { + int zeroIndexed = page - 1; // Convert 1-based to 0-based + if (zeroIndexed >= 0 && zeroIndexed < totalPages) { + validPages.add(zeroIndexed); + } else { + invalidPages.add(page); + } + } + + if (!invalidPages.isEmpty()) { + LOGGER.log(Level.WARNING, + "Requested pages {0} do not exist in document (total pages: {1}). Processing only existing pages: {2}", + new Object[]{invalidPages, totalPages, + validPages.stream().map(p -> p + 1).collect(Collectors.toList())}); + } + + if (validPages.isEmpty()) { + LOGGER.log(Level.WARNING, + "No valid pages to process. Document has {0} pages but requested: {1}", + new Object[]{totalPages, requestedPages}); + } + + return validPages; + } + + @SuppressWarnings("unchecked") + private static List> processDocument(String inputPdfName, Config config, Set pagesToProcess) throws IOException { + int totalPages = StaticContainers.getDocument().getNumberOfPages(); + List> contents = new ArrayList<>(Collections.nCopies(totalPages, null)); + + // Capture ALL ThreadLocal state from main thread for propagation to workers + final var document = StaticContainers.getDocument(); + final var pdDocument = StaticResources.getDocument(); + final var tableBordersCollection = StaticContainers.getTableBordersCollection(); + final var accumulatedNodeMapper = StaticContainers.getAccumulatedNodeMapper(); + final var objectKeyMapper = StaticContainers.getObjectKeyMapper(); + final var linesCollection = StaticContainers.getLinesCollection(); + final boolean keepLineBreaks = StaticContainers.isKeepLineBreaks(); + final boolean isDataLoader = StaticContainers.isDataLoader(); + final var isIgnoreCharsWithoutUnicode = StaticContainers.getIsIgnoreCharactersWithoutUnicode(); + + // Capture StaticLayoutContainers state (shared mutable — synchronized list for headings) + final var headings = StaticLayoutContainers.getHeadings(); + final long contentId = StaticLayoutContainers.getCurrentContentId(); + final boolean useStructTree = StaticLayoutContainers.isUseStructTree(); + final var embeddedImageBytesMap = StaticLayoutContainers.getEmbeddedImageBytesMap(); + + // Runnable that propagates ThreadLocal state to the current (worker) thread + final Runnable propagateState = () -> { + StaticResources.setDocument(pdDocument); + // veraPDF StaticContainers + StaticContainers.setDocument(document); + StaticContainers.setTableBordersCollection(tableBordersCollection); + StaticContainers.setAccumulatedNodeMapper(accumulatedNodeMapper); + StaticContainers.setObjectKeyMapper(objectKeyMapper); + StaticContainers.setLinesCollection(linesCollection); + StaticContainers.setKeepLineBreaks(keepLineBreaks); + StaticContainers.setIsDataLoader(isDataLoader); + StaticContainers.setIsIgnoreCharactersWithoutUnicode(isIgnoreCharsWithoutUnicode); + StaticContainers.setFileName(inputPdfName); + StaticContainers.setPassword(config.getPassword()); + // Project StaticLayoutContainers — share the same headings list across workers + StaticLayoutContainers.setHeadings(headings); + StaticLayoutContainers.setCurrentContentId(contentId); + StaticLayoutContainers.setIsUseStructTree(useStructTree); + StaticLayoutContainers.setEmbeddedImageBytesMap(embeddedImageBytesMap); + }; + + // Pre-fetch all page artifacts on main thread (document access is ThreadLocal) + List[] pageArtifacts = new List[totalPages]; + for (int i = 0; i < totalPages; i++) { + pageArtifacts[i] = document.getArtifacts(i); + } + + int parallelism = config.getThreads(); + ForkJoinPool pool = new ForkJoinPool(parallelism); + int pagesToProcessCount = (pagesToProcess != null) ? pagesToProcess.size() : totalPages; + LOGGER.log(Level.INFO, "Processing {0} pages with {1} threads", new Object[]{pagesToProcessCount, parallelism}); + + try { + // Loop 1: ContentFilter per-page (largest bottleneck) + pool.submit(() -> + IntStream.range(0, totalPages).parallel().forEach(pageNumber -> { + try { + propagateState.run(); + if (shouldProcessPage(pageNumber, pagesToProcess)) { + List pageContents = ContentFilterProcessor.getFilteredContents(inputPdfName, + (List) pageArtifacts[pageNumber], pageNumber, config); + contents.set(pageNumber, pageContents); + } else { + contents.set(pageNumber, new ArrayList<>()); + } + } catch (IOException e) { + throw new UncheckedIOException(e); + } + }) + ).get(); + + // Hidden text detection: sequential post-processing (requires ContrastRatioConsumer + // which renders PDF pages — not safe to parallelize due to per-thread PDF file I/O) + if (config.getFilterConfig().isFilterHiddenText()) { + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + if (shouldProcessPage(pageNumber, pagesToProcess)) { + List pageContents = HiddenTextProcessor.findHiddenText(contents.get(pageNumber), true); + contents.set(pageNumber, pageContents); + } + } + } + + // Structured processing is always enabled — auto-tagging needs headings, + // lists, tables, and captions regardless of output format flags. + boolean structured = true; + + // ClusterTableProcessor: whole-document (must be sequential) + if (structured && config.isClusterTableMethod()) { + new ClusterTableProcessor().processTables(contents); + } + + // Loop 2: TableBorder + TextLine per-page + pool.submit(() -> + IntStream.range(0, totalPages).parallel().forEach(pageNumber -> { + if (!shouldProcessPage(pageNumber, pagesToProcess)) { + return; + } + propagateState.run(); + List pageContents = contents.get(pageNumber); + if (structured) { + TextDecorationProcessor.processStrikethroughAndUnderlinedText(pageContents, pageNumber, config.isDetectStrikethrough()); + pageContents = TableBorderProcessor.processTableBorders(pageContents, pageNumber); + pageContents = pageContents.stream().filter(x -> !(x instanceof LineChunk)).collect(Collectors.toList()); + pageContents = SpecialTableProcessor.detectSpecialTables(pageContents); + } + pageContents = TextLineProcessor.processTextLines(pageContents); + contents.set(pageNumber, pageContents); + }) + ).get(); + + if (structured) { + // Cross-page operations (must be sequential) + HeaderFooterProcessor.processHeadersAndFooters(contents, false); + new TableOfContentsProcessor().processTableOfContents(contents); + ListProcessor.processLists(contents, false); + } + + // Loop 3: Paragraph + Heading per-page (always need ParagraphProcessor for text output) + pool.submit(() -> + IntStream.range(0, totalPages).parallel().forEach(pageNumber -> { + if (!shouldProcessPage(pageNumber, pagesToProcess)) { + return; + } + propagateState.run(); + List pageContents = contents.get(pageNumber); + pageContents = ParagraphProcessor.processParagraphs(pageContents); + if (structured) { + pageContents = ListProcessor.processListsFromTextNodes(pageContents); + HeadingProcessor.processHeadings(pageContents, false); + } + contents.set(pageNumber, pageContents); + }) + ).get(); + + // Sequential ID assignment (must be in page order, before CaptionProcessor) + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + if (shouldProcessPage(pageNumber, pagesToProcess)) { + setIDs(contents.get(pageNumber)); + } + } + + // Caption detection runs after setIDs so that recognizedStructureId is available + // for linking captions to figures/tables + if (structured) { + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + if (shouldProcessPage(pageNumber, pagesToProcess)) { + CaptionProcessor.processCaptions(contents.get(pageNumber)); + } + } + } + + if (structured) { + // Cross-page post-processing (must be sequential) + ListProcessor.checkNeighborLists(contents); + TableBorderProcessor.checkNeighborTables(contents); + HeadingProcessor.detectHeadingsLevels(); + LevelProcessor.detectLevels(contents); + } + } catch (Exception e) { + throw new IOException("Parallel page processing failed", e); + } finally { + pool.shutdown(); + } + return contents; + } + + /** + * Checks if a page should be processed based on the filter. + * + * @param pageNumber 0-indexed page number + * @param pagesToProcess set of valid page numbers to process, or null for all pages + * @return true if the page should be processed + */ + /** + * Filters ElementMetadata down to entries whose transformer-assigned ID still + * matches an IObject in the post-enrichment contents. This is deliberately + * ID-based (not positional): sorting, filtering, and enrichment can reorder + * or drop IObjects, so positional matching would attach the wrong + * confidence/source label to an element. IObjects whose ID was rewritten + * during enrichment simply lose their metadata — preferable to a wrong one. + */ + private static Map remapMetadataToContents( + Map rawMetadata, List> contents) { + if (rawMetadata == null || rawMetadata.isEmpty()) return Collections.emptyMap(); + + Map remapped = new LinkedHashMap<>(); + for (List pageContents : contents) { + for (IObject obj : pageContents) { + collectMetadata(obj, rawMetadata, remapped); + } + } + return remapped; + } + + /** + * Walks an IObject tree and copies any metadata entry keyed by its + * recognized structure id into {@code remapped}. Containers like + * {@code ListItem} hold their own children via {@code getContents()}, so + * a shallow iteration over the top-level page list would miss nested + * images / pictures — their metadata (ai_score, source label, caption) + * would silently disappear from the JSON output. We recurse through the + * containers we actually emit at this level (lists, tables, headers, + * footers); leaf nodes terminate naturally. + */ + private static void collectMetadata(IObject obj, + Map rawMetadata, + Map remapped) { + if (obj == null) return; + Long id = obj.getRecognizedStructureId(); + if (id != null && id != 0L) { + ElementMetadata meta = rawMetadata.get(id); + if (meta != null) { + remapped.put(id, meta); + } + } + // Recurse into every container the JSON serializers walk. This keeps + // the metadata visibility surface aligned with the serialized tree — + // any image / picture / heading that ends up in the JSON output also + // gets its ElementMetadata copied through. Add new container types + // here when their serializer descends into child IObjects. + if (obj instanceof org.verapdf.wcag.algorithms.entities.lists.ListItem) { + for (IObject child : ((org.verapdf.wcag.algorithms.entities.lists.ListItem) obj).getContents()) { + collectMetadata(child, rawMetadata, remapped); + } + } else if (obj instanceof org.verapdf.wcag.algorithms.entities.lists.PDFList) { + for (org.verapdf.wcag.algorithms.entities.lists.ListItem item : + ((org.verapdf.wcag.algorithms.entities.lists.PDFList) obj).getListItems()) { + collectMetadata(item, rawMetadata, remapped); + } + } else if (obj instanceof org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder) { + org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder table = + (org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder) obj; + if (table.isTextBlock()) { + // Text-block tables serialize as a single anonymous cell. Recurse + // through the cell IObject itself so its own structureId metadata + // is captured alongside the children — going straight to + // getContents() would skip the cell-level entry. + org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell cell = table.getCell(0, 0); + if (cell != null) { + collectMetadata(cell, rawMetadata, remapped); + } + } else { + for (org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow row : table.getRows()) { + for (org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell cell : row.getCells()) { + collectMetadata(cell, rawMetadata, remapped); + } + } + } + } else if (obj instanceof org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell) { + for (IObject child : ((org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell) obj).getContents()) { + collectMetadata(child, rawMetadata, remapped); + } + } else if (obj instanceof org.verapdf.wcag.algorithms.entities.SemanticHeaderOrFooter) { + for (IObject child : ((org.verapdf.wcag.algorithms.entities.SemanticHeaderOrFooter) obj).getContents()) { + collectMetadata(child, rawMetadata, remapped); + } + } + } + + private static boolean shouldProcessPage(int pageNumber, Set pagesToProcess) { + return pagesToProcess == null || pagesToProcess.contains(pageNumber); + } + + /** + * Writes the configured output files (JSON/MD/HTML/PDF/Text/images/tagged PDF) + * from already-extracted contents. + * + *

    Internal API. Do not call directly. This method is + * {@code public} only so the {@link org.opendataloader.pdf.api.OutputWriter} + * facade in the {@code api} package can delegate to it. The signature + * (notably the {@code List>} and + * {@code Map} parameters) is an implementation + * detail and may change in any release. External callers must use + * {@link org.opendataloader.pdf.api.OutputWriter#writeOutputs}, which is + * the stable public API. + */ + public static void generateOutputs(String inputPdfName, List> contents, Config config, + Map elementMetadata) throws IOException { + // Stdout mode: write primary format to stdout, skip file I/O + if (config.isOutputStdout()) { + java.io.Writer stdoutWriter = new java.io.BufferedWriter( + new java.io.OutputStreamWriter(System.out, java.nio.charset.StandardCharsets.UTF_8)); + if (config.isGenerateText()) { + TextGenerator textGenerator = new TextGenerator(stdoutWriter, config); + textGenerator.writeToText(contents); + stdoutWriter.flush(); + } else if (config.isGenerateMarkdown()) { + MarkdownGenerator markdownGenerator = new MarkdownGenerator(stdoutWriter, config); + markdownGenerator.writeToMarkdown(contents); + stdoutWriter.flush(); + } + // JSON and HTML stdout not yet supported + return; + } + + File inputPDF = new File(inputPdfName); + new File(config.getOutputFolder()).mkdirs(); + if (!config.isImageOutputOff() && (config.isGenerateHtml() || config.isGenerateMarkdown() || config.isGenerateJSON())) { + String imagesDirectory; + if (config.getImageDir() != null && !config.getImageDir().isEmpty()) { + imagesDirectory = config.getImageDir(); + } else { + String fileName = Paths.get(inputPdfName).getFileName().toString(); + imagesDirectory = config.getOutputFolder() + File.separator + FileUtils.getBaseName(fileName) + MarkdownSyntax.IMAGES_DIRECTORY_SUFFIX; + } + StaticLayoutContainers.setImagesDirectory(imagesDirectory); + ImagesUtils imagesUtils = new ImagesUtils(); + imagesUtils.write(contents); + } + if (config.isGenerateTaggedPDF()) { + AutoTaggingProcessor.createTaggedPDF(inputPDF, config.getOutputFolder(), + StaticResources.getDocument(), contents); + } + if (config.isGeneratePDF()) { + PDFWriter pdfWriter = new PDFWriter(); + pdfWriter.updatePDF(inputPDF, config.getPassword(), config.getOutputFolder(), contents); + } + if (config.isGenerateJSON()) { + JsonWriter.writeToJson(inputPDF, config.getOutputFolder(), contents, elementMetadata, + null, config.isIncludeHeaderFooter()); + } + if (config.isGenerateMarkdown()) { + try (MarkdownGenerator markdownGenerator = MarkdownGeneratorFactory.getMarkdownGenerator(inputPDF, + config)) { + markdownGenerator.writeToMarkdown(contents); + } + } + if (config.isGenerateHtml()) { + try (HtmlGenerator htmlGenerator = HtmlGeneratorFactory.getHtmlGenerator(inputPDF, config)) { + htmlGenerator.writeToHtml(contents); + } + } + if (config.isGenerateText()) { + try (TextGenerator textGenerator = new TextGenerator(inputPDF, config)) { + textGenerator.writeToText(contents); + } + } + } + + /** + * Performs preprocessing on a PDF document. + * Initializes static containers and parses the document structure. + * + * @param pdfName the path to the PDF file + * @param config the configuration settings + * @throws IOException if unable to read the PDF file + */ + public static void preprocessing(String pdfName, Config config) throws IOException { + LOGGER.log(Level.INFO, () -> "File name: " + pdfName); + validatePdfMagicNumber(pdfName); + updateStaticContainers(config); + PDDocument pdDocument; + try { + pdDocument = new PDDocument(pdfName); + } catch (InvalidPasswordException pw) { + // Encrypted PDFs are not a content-validity failure — let the + // password-handling branch in callers (e.g. CLIMain) take over. + throw pw; + } catch (IOException cause) { + // Magic number was present, so the user expected a real PDF, but + // veraPDF could not parse the document (truncated download, body + // corruption, missing xref). Surface a friendly message instead + // of letting the raw veraPDF IOException leak as a stack trace. + throw new InvalidPdfFileException( + "'" + displayName(pdfName) + "' is not a valid PDF file (corrupted or truncated content).", + cause); + } + StaticResources.setDocument(pdDocument); + GFSAPDFDocument document = new GFSAPDFDocument(pdDocument); +// org.verapdf.gf.model.impl.containers.StaticContainers.setFlavour(Collections.singletonList(PDFAFlavour.WCAG_2_2)); + StaticResources.setFlavour(Collections.singletonList(Objects.equals(pdDocument.getVersion(), 2.0F) ? + PDFFlavour.WCAG_2_2_PDF_2_0_HUMAN : PDFFlavour.WCAG_2_2_HUMAN)); + StaticStorages.setIsFilterInvisibleLayers(config.getFilterConfig().isFilterHiddenOCG()); + StaticContainers.setDocument(document); + if (config.isUseStructTree()) { + document.parseStructureTreeRoot(); + if (document.getTree() != null) { + StaticLayoutContainers.setIsUseStructTree(true); + } else { + StaticLayoutContainers.setIsUseStructTree(false); + LOGGER.log(Level.WARNING, "The document has no structure tree. The 'use-struct-tree' option will be ignored."); + } + } + StaticContainers.setFileName(pdfName); + StaticContainers.setPassword(config.getPassword()); + StaticContainers.setIsDataLoader(true); + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticResources.setIsFontProgramsParsing(true); + StaticStorages.setIsIgnoreMCIDs(!StaticLayoutContainers.isUseStructTree()); + StaticStorages.setIsAddSpacesBetweenTextPieces(true); + document.parseChunks(); + LinesPreprocessingConsumer linesPreprocessingConsumer = new LinesPreprocessingConsumer(); + linesPreprocessingConsumer.findTableBorders(); + StaticContainers.setTableBordersCollection(new TableBordersCollection(linesPreprocessingConsumer.getTableBorders())); + } + + /** + * Verifies the input file contains the PDF magic number ({@code %PDF-}) + * within its first 1024 bytes. + * + *

    ISO 32000-1 §7.5.2 allows the {@code %PDF-} header to appear "near + * the beginning" of the file rather than strictly at byte 0; real-world + * PDFs sometimes have a leading UTF-8 BOM or whitespace. A 1024-byte + * search window matches that tolerance while still rejecting any + * JPG/PNG/HTML/empty file. + * + * @throws InvalidPdfFileException if the magic number is not present + * @throws IOException if the file cannot be opened or read + */ + private static void validatePdfMagicNumber(String pdfName) throws IOException { + Path path = Path.of(pdfName); + byte[] head; + try (InputStream in = Files.newInputStream(path)) { + head = in.readNBytes(1024); + } + byte[] marker = "%PDF-".getBytes(StandardCharsets.US_ASCII); + if (indexOfBytes(head, marker) < 0) { + throw new InvalidPdfFileException( + "'" + displayName(pdfName) + "' is not a valid PDF file (missing %PDF- header)."); + } + } + + /** + * Path.getFileName() returns null for filesystem roots (e.g. {@code C:\}). + * Fall back to the original input string in that case so the user-facing + * error message is never empty. + */ + private static String displayName(String pdfName) { + Path fileName = Path.of(pdfName).getFileName(); + return fileName != null ? fileName.toString() : pdfName; + } + + private static int indexOfBytes(byte[] haystack, byte[] needle) { + if (needle.length == 0 || haystack.length < needle.length) { + return -1; + } + int last = haystack.length - needle.length; + outer: + for (int i = 0; i <= last; i++) { + for (int j = 0; j < needle.length; j++) { + if (haystack[i + j] != needle[j]) { + continue outer; + } + } + return i; + } + return -1; + } + + private static void updateStaticContainers(Config config) { + StaticResources.clear(); + StaticContainers.updateContainers(null); + StaticLayoutContainers.clearContainers(); + org.verapdf.gf.model.impl.containers.StaticContainers.clearAllContainers(); + StaticCoreContainers.clearAllContainers(); + StaticXmpCoreContainers.clearAllContainers(); + StaticContainers.setKeepLineBreaks(config.isKeepLineBreaks()); + StaticLayoutContainers.setCurrentContentId(1); + StaticLayoutContainers.setEmbedImages(config.isEmbedImages()); + StaticLayoutContainers.setImageFormat(config.getImageFormat()); + StaticResources.setPassword(config.getPassword()); + } + + /** + * Assigns unique IDs to each content object. + * + * @param contents the list of content objects + */ + public static void setIDs(List contents) { + for (IObject object : contents) { + object.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + } + } + + /** + * Sets index values for all content objects across all pages. + * + * @param contents the document contents organized by page + */ + public static void setIndexesForDocumentContents(List> contents) { + for (List pageContents : contents) { + setIndexesForContentsList(pageContents); + } + } + + /** + * Sets index values for content objects in a list. + * + * @param contents the list of content objects + */ + public static void setIndexesForContentsList(List contents) { + for (int index = 0; index < contents.size(); index++) { + contents.get(index).setIndex(index); + } + } + + /** + * Creates a new list with null objects removed. + * + * @param contents the list that may contain null objects + * @return a new list without null objects + */ + public static List removeNullObjectsFromList(List contents) { + List newContents = new ArrayList<>(); + for (IObject content : contents) { + if (content != null) { + newContents.add(content); + } + } + return newContents; + } + + private static void calculateDocumentInfo() { + PDDocument document = StaticResources.getDocument(); + LOGGER.log(Level.INFO, () -> "Number of pages: " + document.getNumberOfPages()); + COSTrailer trailer = document.getDocument().getTrailer(); + GFCosInfo info = getInfo(trailer); + LOGGER.log(Level.INFO, () -> "Author: " + (info.getAuthor() != null ? info.getAuthor() : info.getXMPCreator())); + LOGGER.log(Level.INFO, () -> "Title: " + (info.getTitle() != null ? info.getTitle() : info.getXMPTitle())); + LOGGER.log(Level.INFO, () -> "Creation date: " + (info.getCreationDate() != null ? info.getCreationDate() : info.getXMPCreateDate())); + LOGGER.log(Level.INFO, () -> "Modification date: " + (info.getModDate() != null ? info.getModDate() : info.getXMPModifyDate())); + } + + private static GFCosInfo getInfo(COSTrailer trailer) { + COSObject object = trailer.getKey(ASAtom.INFO); + return new GFCosInfo((COSDictionary) (object != null && object.getType() == COSObjType.COS_DICT ? object.getDirectBase() : COSDictionary.construct().get())); + } + + /** + * Gets a debug string representation of a text node. + * + * @param textNode the text node to describe + * @return a string with font, size, color, and content information + */ + public static String getContentsValueForTextNode(SemanticTextNode textNode) { + return String.format("%s: font %s, text size %.2f, text color %s, text content \"%s\"", + textNode.getSemanticType().getValue(), textNode.getFontName(), + textNode.getFontSize(), Arrays.toString(TextNodeUtils.getTextColorOrDefault(textNode)), + textNode.getValue().length() > 15 ? textNode.getValue().substring(0, 15) + "..." : textNode.getValue()); + } + + /** + * Gets the bounding box for a page. + * + * @param pageNumber the page number (0-indexed) + * @return the page bounding box, or null if not available + */ + public static BoundingBox getPageBoundingBox(int pageNumber) { + PDDocument document = StaticResources.getDocument(); + if (document == null) { + return null; + } + double[] cropBox = document.getPage(pageNumber).getCropBox(); + if (cropBox == null) { + return null; + } + return new BoundingBox(pageNumber, cropBox); + } + + /** + * Sorts page contents by their bounding box positions. + * + * @param contents the list of content objects to sort + * @return a new sorted list of content objects + */ + public static List sortPageContents(List contents) { + if (contents == null || contents.isEmpty()) { + return contents; + } + List sortedContents = new ArrayList<>(contents); + sortedContents.sort((o1, o2) -> { + BoundingBox b1 = o1.getBoundingBox(); + BoundingBox b2 = o2.getBoundingBox(); + if (b1 == null && b2 == null) { + return 0; + } + if (b1 == null) { + return 1; + } + if (b2 == null) { + return -1; + } + if (!Objects.equals(b1.getPageNumber(), b2.getPageNumber())) { + return b1.getPageNumber() - b2.getPageNumber(); + } + if (!Objects.equals(b1.getLastPageNumber(), b2.getLastPageNumber())) { + return b1.getLastPageNumber() - b2.getLastPageNumber(); + } + if (!Objects.equals(b1.getTopY(), b2.getTopY())) { + return b2.getTopY() - b1.getTopY() > 0 ? 1 : -1; + } + if (!Objects.equals(b1.getLeftX(), b2.getLeftX())) { + return b1.getLeftX() - b2.getLeftX() > 0 ? 1 : -1; + } + if (!Objects.equals(b1.getBottomY(), b2.getBottomY())) { + return b1.getBottomY() - b2.getBottomY() > 0 ? 1 : -1; + } + if (!Objects.equals(b1.getRightX(), b2.getRightX())) { + return b1.getRightX() - b2.getRightX() > 0 ? 1 : -1; + } + return 0; + }); + return sortedContents; + } + + /** + * Sorts document contents according to the configured reading order. + * + * @param contents the document contents organized by page + * @param config the configuration containing reading order settings + */ + public static void sortContents(List> contents, Config config) { + String readingOrder = config.getReadingOrder(); + + // xycut: XY-Cut++ sorting (per-page, stateless — safe to parallelize) + if (Config.READING_ORDER_XYCUT.equals(readingOrder)) { + int totalPages = StaticContainers.getDocument().getNumberOfPages(); + IntStream pages = IntStream.range(0, totalPages); + if (config.getThreads() > 1) { + pages.parallel().forEach(pageNumber -> + contents.set(pageNumber, XYCutPlusPlusSorter.sort(contents.get(pageNumber)))); + } else { + pages.forEach(pageNumber -> + contents.set(pageNumber, XYCutPlusPlusSorter.sort(contents.get(pageNumber)))); + } + return; + } + + // Log warning for unknown reading order values + if (!Config.READING_ORDER_OFF.equals(readingOrder)) { + LOGGER.log(Level.WARNING, "Unknown reading order value ''{0}'', using default ''off''", readingOrder); + } + + // off: skip sorting (keep PDF COS object order) + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ExtractionResult.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ExtractionResult.java new file mode 100644 index 0000000..a33d6fb --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ExtractionResult.java @@ -0,0 +1,64 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import com.fasterxml.jackson.databind.JsonNode; +import org.opendataloader.pdf.hybrid.ElementMetadata; +import org.verapdf.wcag.algorithms.entities.IObject; + +import java.util.Collections; +import java.util.List; +import java.util.Map; + +/** + * Internal result of the extraction pipeline (preprocessing + content extraction + sanitization). + * Carries the extracted contents and timing metadata for use by AutoTagger. + */ +public class ExtractionResult { + + private final List> contents; + private final long extractionNs; + private final JsonNode hybridTimings; + private final Map elementMetadata; + + public ExtractionResult(List> contents, long extractionNs, JsonNode hybridTimings, + Map elementMetadata) { + this.contents = contents; + this.extractionNs = extractionNs; + this.hybridTimings = hybridTimings; + this.elementMetadata = elementMetadata != null ? elementMetadata : Collections.emptyMap(); + } + + public ExtractionResult(List> contents, long extractionNs, JsonNode hybridTimings) { + this(contents, extractionNs, hybridTimings, Collections.emptyMap()); + } + + public List> getContents() { + return contents; + } + + public long getExtractionNs() { + return extractionNs; + } + + public JsonNode getHybridTimings() { + return hybridTimings; + } + + public Map getElementMetadata() { + return elementMetadata; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HeaderFooterProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HeaderFooterProcessor.java new file mode 100644 index 0000000..08ac9cc --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HeaderFooterProcessor.java @@ -0,0 +1,365 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.verapdf.wcag.algorithms.entities.INode; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeaderOrFooter; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListInterval; +import org.verapdf.wcag.algorithms.entities.lists.ListIntervalsCollection; +import org.verapdf.wcag.algorithms.entities.lists.info.ListItemInfo; +import org.verapdf.wcag.algorithms.entities.lists.info.ListItemTextInfo; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.ListLabelsUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.listLabelsDetection.*; + +import java.util.*; +import java.util.stream.Collectors; + +/** + * Processor for detecting and extracting headers and footers from PDF documents. + * Identifies repeating content at the top and bottom of pages. + */ +public class HeaderFooterProcessor { + + /** + * Processes document contents to detect headers and footers. + * + * @param contents the document contents organized by page + * @param isTagged whether the document is tagged + */ + public static void processHeadersAndFooters(List> contents, boolean isTagged) { + DocumentProcessor.setIndexesForDocumentContents(contents); + List> sortedContents = new ArrayList<>(); + for (List content : contents) { + sortedContents.add(DocumentProcessor.sortPageContents(content)); + } + List> filteredSortedContents = new ArrayList<>(); + for (List content : sortedContents) { + filteredSortedContents.add(content.stream().filter(c -> !(c instanceof LineChunk) && !(c instanceof LineArtChunk)).collect(Collectors.toList())); + } + List footers = getHeadersOrFooters(filteredSortedContents, false); + List headers = getHeadersOrFooters(filteredSortedContents, true); + for (int pageNumber = 0; pageNumber < contents.size(); pageNumber++) { + contents.set(pageNumber, updatePageContents(contents.get(pageNumber), headers.get(pageNumber), footers.get(pageNumber))); + } + if (!isTagged) { + processHeadersOrFootersContents(footers); + processHeadersOrFootersContents(headers); + } + } + + private static void processHeadersOrFootersContents(List headersOrFooters) { + for (SemanticHeaderOrFooter headerOrFooter : headersOrFooters) { + if (headerOrFooter != null) { + headerOrFooter.setContents(processHeaderOrFooterContent(headerOrFooter.getContents())); + } + } + } + + private static List updatePageContents(List pageContents, SemanticHeaderOrFooter header, SemanticHeaderOrFooter footer) { + SortedSet headerAndFooterIndexes = new TreeSet<>(); + headerAndFooterIndexes.addAll(getHeaderOrFooterContentsIndexes(header)); + headerAndFooterIndexes.addAll(getHeaderOrFooterContentsIndexes(footer)); + if (headerAndFooterIndexes.isEmpty()) { + return pageContents; + } + List result = new ArrayList<>(); + if (header != null) { + result.add(header); + } + Iterator iterator = headerAndFooterIndexes.iterator(); + int nextHeaderOrFooterIndex = iterator.hasNext() ? iterator.next() : pageContents.size(); + for (int index = 0; index < pageContents.size(); index++) { + if (index < nextHeaderOrFooterIndex) { + result.add(pageContents.get(index)); + } else { + nextHeaderOrFooterIndex = iterator.hasNext() ? iterator.next() : pageContents.size(); + } + } + if (footer != null) { + result.add(footer); + } + return result; + } + + private static Set getHeaderOrFooterContentsIndexes(SemanticHeaderOrFooter header) { + if (header == null) { + return Collections.emptySet(); + } + SortedSet set = new TreeSet<>(); + for (IObject content : header.getContents()) { + set.add(content.getIndex()); + } + return set; + } + + private static List getHeadersOrFooters(List> sortedContents, boolean isHeaderDetection) { + List headersOrFooters = new ArrayList<>(sortedContents.size()); + List numberOfHeaderOrFooterContentsForEachPage = getNumberOfHeaderOrFooterContentsForEachPage(sortedContents, isHeaderDetection); + for (int pageNumber = 0; pageNumber < sortedContents.size(); pageNumber++) { + Integer currentIndex = numberOfHeaderOrFooterContentsForEachPage.get(pageNumber); + if (currentIndex == 0) { + headersOrFooters.add(null); + continue; + } + List pageContents = sortedContents.get(pageNumber); + List headerContents = filterHeaderOrFooterContents(isHeaderDetection ? pageContents.subList(0, currentIndex) : + pageContents.subList(pageContents.size() - currentIndex, pageContents.size()), pageNumber, isHeaderDetection); + if (headerContents.isEmpty()) { + headersOrFooters.add(null); + continue; + } + SemanticHeaderOrFooter semanticHeaderOrFooter = new SemanticHeaderOrFooter(isHeaderDetection ? SemanticType.HEADER : SemanticType.FOOTER); + semanticHeaderOrFooter.addContents(headerContents); + semanticHeaderOrFooter.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + headersOrFooters.add(semanticHeaderOrFooter); + } + return headersOrFooters; + } + + private static List processHeaderOrFooterContent(List contents) { + List newContents = ParagraphProcessor.processParagraphs(contents); + newContents = ListProcessor.processListsFromTextNodes(newContents); + HeadingProcessor.processHeadings(newContents, false); + DocumentProcessor.setIDs(newContents); + CaptionProcessor.processCaptions(newContents); + return newContents; + } + + /** + * Maximum vertical gap (in points) allowed between consecutive footer/header elements. + * If a candidate element is farther than this from the previously accepted element, + * it is not included in the header/footer region. This prevents body text that happens + * to repeat across pages from being absorbed into the footer. + */ + private static final double MAX_HEADER_FOOTER_GAP = 30.0; + + private static List getNumberOfHeaderOrFooterContentsForEachPage(List> sortedContents, boolean isHeaderDetection) { + List numberOfHeaderOrFooterContentsForEachPage = new ArrayList<>(sortedContents.size()); + for (int pageNumber = 0; pageNumber < sortedContents.size(); pageNumber++) { + numberOfHeaderOrFooterContentsForEachPage.add(0); + } + int currentIndex = 0; + while (true) { + List contents = new ArrayList<>(sortedContents.size()); + for (int pageNumber = 0; pageNumber < sortedContents.size(); pageNumber++) { + if (numberOfHeaderOrFooterContentsForEachPage.get(pageNumber) != currentIndex) { + contents.add(null); + continue; + } + List pageContents = sortedContents.get(pageNumber); + int index = isHeaderDetection ? currentIndex : pageContents.size() - 1 - currentIndex; + if (index >= 0 && index < pageContents.size()) { + IObject candidate = pageContents.get(index); + if (currentIndex > 0 && !isAdjacentToExistingHeaderOrFooter( + pageContents, currentIndex, isHeaderDetection, candidate)) { + contents.add(null); + } else { + contents.add(candidate); + } + } else { + contents.add(null); + } + } + Set newIndexes = getIndexesOfHeaderOrFootersContents(contents); + if (newIndexes.isEmpty()) { + break; + } + for (Integer newIndex : newIndexes) { + numberOfHeaderOrFooterContentsForEachPage.set(newIndex, currentIndex + 1); + } + currentIndex++; + } + return numberOfHeaderOrFooterContentsForEachPage; + } + + private static boolean isAdjacentToExistingHeaderOrFooter( + List pageContents, int currentIndex, boolean isHeaderDetection, IObject candidate) { + int previousIndex = isHeaderDetection ? currentIndex - 1 : pageContents.size() - currentIndex; + if (previousIndex < 0 || previousIndex >= pageContents.size()) { + return true; + } + IObject previousElement = pageContents.get(previousIndex); + double gap; + if (isHeaderDetection) { + gap = previousElement.getBottomY() - candidate.getTopY(); + } else { + gap = candidate.getBottomY() - previousElement.getTopY(); + } + return gap <= MAX_HEADER_FOOTER_GAP; + } + + private static Set getIndexesOfHeaderOrFootersContents(List contents) { + Set result = new HashSet<>(contents.size()); + for (int pageNumber = 0; pageNumber < contents.size() - 1; pageNumber++) { + IObject currentObject = contents.get(pageNumber); + IObject nextObject = contents.get(pageNumber + 1); + if (currentObject != null && nextObject != null) { + if (arePossibleHeadersOrFooters(currentObject, nextObject, 1)) { + result.add(pageNumber); + result.add(pageNumber + 1); + } + } + } + //2-page style + for (int pageNumber = 0; pageNumber < contents.size() - 2; pageNumber++) { + IObject currentObject = contents.get(pageNumber); + IObject nextObject = contents.get(pageNumber + 2); + if (currentObject != null && nextObject != null) { + if (arePossibleHeadersOrFooters(currentObject, nextObject, 2)) { + result.add(pageNumber); + result.add(pageNumber + 2); + } + } + } + return result; + } + + /** + * Checks if a content object is a header or footer. + * + * @param content the content object to check + * @return true if the content is a header or footer, false otherwise + */ + public static boolean isHeaderOrFooter(IObject content) { + if (content instanceof INode) { + INode node = (INode) content; + if (node.getSemanticType() == SemanticType.HEADER || node.getSemanticType() == SemanticType.FOOTER) { + return true; + } + } + return false; + } + + private static List filterHeaderOrFooterContents(List contents, int pageNumber, boolean isHeaderDetection) { + BoundingBox boundingBox = DocumentProcessor.getPageBoundingBox(pageNumber); + if (boundingBox == null) { + return contents; + } + List result = new ArrayList<>(); + for (IObject content : contents) { + if (isHeaderDetection) { + if (content.getBottomY() < boundingBox.getHeight() * 2 / 3) { + continue; + } + } else { + if (content.getTopY() > boundingBox.getHeight() / 3) { + continue; + } + } + result.add(content); + } + return result; + } + + private static boolean arePossibleHeadersOrFooters(IObject object1, IObject object2, int increment) { + if (object1 instanceof SemanticTextNode && object2 instanceof SemanticTextNode) { + SemanticTextNode textNode1 = (SemanticTextNode) object1; + SemanticTextNode textNode2 = (SemanticTextNode) object2; + if (!BoundingBox.areOverlapsBoundingBoxesExcludingPages(object1.getBoundingBox(), object2.getBoundingBox())) { + return false; + } + if (!NodeUtils.areCloseNumbers(textNode1.getFontSize(), textNode2.getFontSize())) { + return false; + } + if (Objects.equals(textNode1.getValue(), textNode2.getValue())) { + return true; + } + List textNodes = new ArrayList<>(2); + textNodes.add(textNode1); + textNodes.add(textNode2); + if (getHeadersOrFootersIntervals(textNodes, increment).size() == 1) { + return true; + } + } else if (object1 instanceof TextLine && object2 instanceof TextLine) { + TextLine line1 = (TextLine) object1; + TextLine line2 = (TextLine) object2; + SemanticTextNode textNode1 = new SemanticTextNode(); + textNode1.add(line1); + SemanticTextNode textNode2 = new SemanticTextNode(); + textNode2.add(line2); + return arePossibleHeadersOrFooters(textNode1, textNode2, increment); + } else { + if (BoundingBox.areSameBoundingBoxesExcludingPages(object1.getBoundingBox(), object2.getBoundingBox())) { + return true; + } + } + return false; + } + + private static Set getHeadersOrFootersIntervals(List textNodes, int increment) { + List textChildrenInfo = new ArrayList<>(textNodes.size()); + for (int i = 0; i < textNodes.size(); i++) { + SemanticTextNode textNode = textNodes.get(i); + TextLine line = textNode.getFirstNonSpaceLine(); + TextLine secondLine = textNode.getNonSpaceLine(1); + textChildrenInfo.add(new ListItemTextInfo(i, textNode.getSemanticType(), + line, line.getValue().trim(), secondLine == null)); + } + Set intervals = getHeadersOfFooterIntervals(textChildrenInfo, increment); + return intervals; + } + + private static Set getHeadersOfFooterIntervals(List itemsInfo, int increment) { + ListIntervalsCollection listIntervals = new ListIntervalsCollection(); + listIntervals.putAll((new AlfaLettersListLabelsDetectionAlgorithm1(increment)).getItemsIntervals(itemsInfo)); + listIntervals.putAll((new AlfaLettersListLabelsDetectionAlgorithm2(increment)).getItemsIntervals(itemsInfo)); + listIntervals.putAll((new KoreanLettersListLabelsDetectionAlgorithm(increment)).getItemsIntervals(itemsInfo)); + listIntervals.putAll((new RomanNumbersListLabelsDetectionAlgorithm(increment)).getItemsIntervals(itemsInfo)); + ArabicNumbersListLabelsDetectionAlgorithm arabicNumbersListLabelsDetectionAlgorithm = new ArabicNumbersListLabelsDetectionAlgorithm(increment); + arabicNumbersListLabelsDetectionAlgorithm.setHeaderOrFooterDetection(true); + listIntervals.putAll((arabicNumbersListLabelsDetectionAlgorithm).getItemsIntervals(itemsInfo)); + ListIntervalsCollection correctIntervals = new ListIntervalsCollection(getEqualsItems(itemsInfo)); + for (ListInterval listInterval : listIntervals.getSet()) { + List labels = new LinkedList<>(); + for (ListItemInfo info : listInterval.getListItemsInfos()) { + labels.add(((ListItemTextInfo) info).getListItem()); + } + if (ListLabelsUtils.isListLabels(labels, increment)) { + correctIntervals.put(listInterval); + } + } + return correctIntervals.getSet(); + } + + private static Set getEqualsItems(List itemsInfo) { + Set listIntervals = new HashSet<>(); + String value = null; + ListInterval interval = new ListInterval(); + for (ListItemTextInfo info : itemsInfo) { + if (!Objects.equals(info.getListItem(), value)) { + if (interval.getNumberOfListItems() > 1) { + listIntervals.add(interval); + } + value = info.getListItem(); + interval = new ListInterval(); + } + interval.getListItemsInfos().add(info); + } + if (interval.getNumberOfListItems() > 1) { + listIntervals.add(interval); + } + return listIntervals; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HeadingProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HeadingProcessor.java new file mode 100644 index 0000000..b779c6a --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HeadingProcessor.java @@ -0,0 +1,244 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.utils.BulletedParagraphUtils; +import org.opendataloader.pdf.utils.TextNodeStatistics; +import org.opendataloader.pdf.utils.TextNodeUtils; +import org.verapdf.wcag.algorithms.entities.INode; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.TextBlock; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.text.TextStyle; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; + +import java.util.*; + +/** + * Processor for detecting and classifying headings in PDF content. + * Uses font size, weight, and position to identify potential headings. + */ +public class HeadingProcessor { + private static final double HEADING_PROBABILITY = 0.75; + private static final double BULLETED_HEADING_PROBABILITY = 0.1; + + /** + * Processes content to identify and mark headings. + * + * @param contents the list of content objects to process + * @param isTableCell whether the content is inside a table cell + */ + public static void processHeadings(List contents, boolean isTableCell) { + TextNodeStatistics textNodeStatistics = new TextNodeStatistics(); + List textNodes = new LinkedList<>(); + Map textNodeToListMap = new HashMap<>(); + for (IObject content : contents) { + processContent(textNodes, content, textNodeStatistics, textNodeToListMap); + } + + int textNodesCount = textNodes.size(); + if (isTableCell && textNodesCount < 2) { + return; + } + for (int index = 0; index < textNodesCount; index++) { + SemanticTextNode textNode = textNodes.get(index); + if (textNode.getSemanticType() == SemanticType.HEADING) { + continue; + } + SemanticTextNode prevNode = index != 0 ? textNodes.get(index - 1) : null; + SemanticTextNode nextNode = index + 1 < textNodesCount ? textNodes.get(index + 1) : null; + double probability = NodeUtils.headingProbability(textNode, prevNode, nextNode, textNode); + + probability += textNodeStatistics.fontSizeRarityBoost(textNode); + probability += textNodeStatistics.fontWeightRarityBoost(textNode); + + if (BulletedParagraphUtils.isBulletedParagraph(textNode)) { + probability += BULLETED_HEADING_PROBABILITY; + } + if (probability > HEADING_PROBABILITY && textNode.getSemanticType() != SemanticType.LIST) { + textNode.setSemanticType(SemanticType.HEADING); + } + if (textNode.getSemanticType() == SemanticType.HEADING && textNode.getInitialSemanticType() == SemanticType.LIST) { + PDFList list = textNodeToListMap.get(textNode); + if (isNotHeadings(list)) { + continue; + } + int listIndex = contents.indexOf(list); + contents.remove(listIndex); + contents.addAll(listIndex, disassemblePDFList(list)); + } + } + setHeadings(contents); + } + + private static List disassemblePDFList(PDFList list) { + List contents = new LinkedList<>(); + for (ListItem item : list.getListItems()) { + SemanticTextNode node = convertListItemToSemanticTextNode(item); + node.setSemanticType(SemanticType.HEADING); + contents.add(node); + contents.addAll(item.getContents()); + } + return contents; + } + + private static SemanticTextNode convertListItemToSemanticTextNode(TextBlock textBlock) { + SemanticTextNode semanticTextNode = new SemanticTextNode(SemanticType.LIST); + for (TextLine line : textBlock.getLines()) { + semanticTextNode.add(line); + } + return semanticTextNode; + } + + private static List getTextNodesFromContents(List contents) { + List textNodes = new LinkedList<>(); + for (IObject content : contents) { + if (content instanceof SemanticTextNode) { + textNodes.add((SemanticTextNode) content); + } + } + return textNodes; + } + + private static void processContent(List textNodes, IObject content, TextNodeStatistics textNodeStatistics, + Map possibleHeadingsInList) { + if (content instanceof SemanticTextNode) { + SemanticTextNode textNode = (SemanticTextNode) content; + if (!textNode.isSpaceNode()) { + textNodes.add(textNode); + textNodeStatistics.addTextNode(textNode); + } + } else if (content instanceof TableBorder && ((TableBorder) content).isTextBlock()) { + TableBorder textBlock = (TableBorder) content; + TableBorderCell cell = textBlock.getCell(0, 0); + List cellTextNodes = getTextNodesFromContents(cell.getContents()); + if (cellTextNodes.size() == 1) { + processContent(textNodes, cellTextNodes.get(0), textNodeStatistics, possibleHeadingsInList); + } + } else if (content instanceof PDFList) { + PDFList list = (PDFList) content; + ListItem listItem = list.getFirstListItem(); + SemanticTextNode textNode = convertListItemToSemanticTextNode(listItem); + textNodes.add(textNode); + textNodeStatistics.addTextNode(textNode); + possibleHeadingsInList.put(textNode, list); + } + } + + private static boolean isNotHeadings(PDFList list) { + for (int i = 0; i < list.getListItems().size() - 1; i++) { + boolean onlyLineArtChunks = true; + List listItems = list.getListItems(); + if (listItems.get(i).getContents().isEmpty()) { + return true; + } + for (IObject item : listItems.get(i).getContents()) { + if (!(item instanceof LineArtChunk)) { + onlyLineArtChunks = false; + break; + } + } + if (onlyLineArtChunks) { + return true; + } + } + return false; + } + + private static void setHeadings(List contents) { + for (int index = 0; index < contents.size(); index++) { + IObject content = contents.get(index); + if (content instanceof SemanticTextNode && ((INode) content).getSemanticType() == SemanticType.HEADING && !(content instanceof SemanticHeading)) { + SemanticHeading heading = new SemanticHeading((SemanticTextNode) content); + contents.set(index, heading); + StaticLayoutContainers.getHeadings().add(heading); + } + if (content instanceof TableBorder) { + TableBorder table = (TableBorder) content; + if (table.isTextBlock()) { + List textBlockContents = table.getCell(0, 0).getContents(); + setHeadings(textBlockContents); + } + } + } + } + + /** + * Detects and assigns heading levels based on text style. + * Groups headings by text style and assigns levels from 1 upwards. + */ + public static void detectHeadingsLevels() { + SortedMap> map = new TreeMap<>(); + List headings = StaticLayoutContainers.getHeadings(); + List colorlessHeadings = new ArrayList<>(); + for (SemanticHeading heading : headings) { + if (TextNodeUtils.getTextColorOrNull(heading) == null) { + colorlessHeadings.add(heading); + continue; + } + TextStyle textStyle = TextStyle.getTextStyle(heading); + map.computeIfAbsent(textStyle, k -> new HashSet<>()).add(heading); + } + int level = 1; + TextStyle previousTextStyle = null; + for (Map.Entry> entry : map.entrySet()) { + if (previousTextStyle != null && previousTextStyle.compareTo(entry.getKey()) != 0) { + level++; + } + previousTextStyle = entry.getKey(); + for (SemanticHeading heading : entry.getValue()) { + heading.setHeadingLevel(level); + } + } + // Headings without color info get level based on font size relative to existing levels + for (SemanticHeading heading : colorlessHeadings) { + heading.setHeadingLevel(findClosestLevel(heading, map)); + } + } + + private static int findClosestLevel(SemanticHeading heading, SortedMap> map) { + if (map.isEmpty()) { + return 1; + } + double fontSize = heading.getFontSize(); + int bestLevel = 1; + double bestDiff = Double.MAX_VALUE; + int level = 1; + TextStyle previousStyle = null; + for (Map.Entry> entry : map.entrySet()) { + if (previousStyle != null && previousStyle.compareTo(entry.getKey()) != 0) { + level++; + } + previousStyle = entry.getKey(); + SemanticHeading representative = entry.getValue().iterator().next(); + double diff = Math.abs(representative.getFontSize() - fontSize); + if (diff < bestDiff) { + bestDiff = diff; + bestLevel = level; + } + } + return bestLevel; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HiddenTextProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HiddenTextProcessor.java new file mode 100644 index 0000000..b4eb5c4 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HiddenTextProcessor.java @@ -0,0 +1,71 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.semanticalgorithms.consumers.ContrastRatioConsumer; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.LinkedList; +import java.util.List; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * Processor for detecting hidden text in PDF documents. + * Identifies text with low contrast ratio against the background. + */ +public class HiddenTextProcessor { + private static final Logger LOGGER = Logger.getLogger(HiddenTextProcessor.class.getCanonicalName()); + + private static final double MIN_CONTRAST_RATIO = 1.2d; + + /** + * Finds and marks or filters hidden text based on contrast ratio. + * + * @param contents the page contents to process + * @param isFilterHiddenText whether to filter out hidden text or just mark it + * @return the processed list of content objects + */ + public static List findHiddenText(List contents, boolean isFilterHiddenText) { + if (StaticContainers.getImagesUtils() == null) { + LOGGER.log(Level.WARNING, "Hidden-text filtering will be skipped for this document."); + return contents; + } + List result = new LinkedList<>(); + try { + ContrastRatioConsumer contrastRatioConsumer = new ContrastRatioConsumer(); + for (IObject content : contents) { + if (content instanceof TextChunk) { + TextChunk textChunk = (TextChunk) content; + contrastRatioConsumer.calculateContrastRatio(textChunk); + if (textChunk.getContrastRatio() < MIN_CONTRAST_RATIO) { + if (!isFilterHiddenText) { + textChunk.setHiddenText(true); + } else { + continue; + } + } + } + result.add(content); + } + } finally { + StaticContainers.getImagesUtils().clearRenderedPages(); + } + return result; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HybridDocumentProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HybridDocumentProcessor.java new file mode 100644 index 0000000..3c81aa1 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HybridDocumentProcessor.java @@ -0,0 +1,1529 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.entities.EnrichedImageChunk; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.hybrid.DoclingSchemaTransformer; +import org.opendataloader.pdf.hybrid.ElementMetadata; +import org.opendataloader.pdf.hybrid.HancomAISchemaTransformer; +import org.opendataloader.pdf.hybrid.HancomSchemaTransformer; +import org.opendataloader.pdf.hybrid.HybridClient; +import org.opendataloader.pdf.hybrid.HybridClientFactory; +import org.opendataloader.pdf.hybrid.HybridClient.HybridRequest; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; +import org.opendataloader.pdf.hybrid.HybridClient.OutputFormat; +import com.fasterxml.jackson.databind.JsonNode; +import org.opendataloader.pdf.hybrid.HybridConfig; +import org.opendataloader.pdf.hybrid.HybridSchemaTransformer; +import org.opendataloader.pdf.hybrid.TextSimilarity; +import org.opendataloader.pdf.hybrid.OcrWordInfo; +import org.opendataloader.pdf.hybrid.TriageLogger; +import org.opendataloader.pdf.hybrid.TriageProcessor; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageDecision; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageResult; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextColumn; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.ArrayList; +import java.util.Collections; +import java.util.EnumSet; +import java.util.HashMap; +import java.util.HashSet; +import java.util.IdentityHashMap; +import java.util.List; +import java.util.Objects; +import java.util.Map; +import java.util.Set; +import java.util.TreeSet; +import java.util.concurrent.TimeUnit; +import java.util.logging.Level; +import java.util.logging.Logger; +import java.util.stream.Collectors; + +/** + * Hybrid document processor that routes pages to Java or external AI backend based on triage. + * + *

    The processing flow: + *

      + *
    1. Filter all pages using ContentFilterProcessor
      2. + *
    2. Triage all pages to determine JAVA vs BACKEND routing
      3. + *
    3. Process JAVA pages using Java processors (parallel)
      4. + *
    4. Process BACKEND pages via external API (batch async)
      5. + *
    5. Merge results maintaining page order
      6. + *
    + * + *

    The Java and Backend paths run concurrently for optimal performance. + */ +public class HybridDocumentProcessor { + + private static final Logger LOGGER = Logger.getLogger(HybridDocumentProcessor.class.getCanonicalName()); + + /** + * Stores the last hybrid server timings collected during {@link #processBackendPath}. + * Accumulated across all chunks. Reset at the start of each {@code processDocument} call. + */ + private static volatile JsonNode lastHybridTimings; + + /** + * Cumulative client-side wall-clock for {@code client.convert(...)} calls during + * the most recent {@link #processDocument} run. Includes network RTT, JSON + * (de)serialization, and any queueing — i.e. the time the user actually waited + * on the backend. May exceed the server-reported {@code total_ms} (which + * counts only on-GPU work) and is the truer figure for SLA / throughput + * reasoning. {@code null} when no backend chunks were attempted. + */ + private static volatile Long lastHybridClientMs; + + /** + * Stores element metadata from the most recent hybrid backend processing. + * Reset at the start of each {@code processDocument} call. + */ + private static volatile Map lastElementMetadata; + + /** + * Stores per-page OCR word data from the most recent hybrid backend processing. + * Used for OCR enrichment fallback when Java TextChunks are not available. + * Reset at the start of each {@code processDocument} call. + */ + private static volatile Map> lastOcrWordsByPage; + + /** + * Stores the raw merged JSON returned by the hybrid backend's most recent + * {@code HybridResponse.getJson()}. Downstream tools (e.g. opendataloader-pdfua + * evidence reports) need per-module raw outputs to file as L2 evidence. + * + *

    Single-threaded by contract: this static is overwritten on each + * {@code processDocument} call, so concurrent invocations would race. Callers + * that need per-document raw JSON must serialize {@code processDocument} + * invocations (or wrap with their own ThreadLocal). + * + *

    Multi-chunk documents (>{@link #BACKEND_CHUNK_SIZE} backend pages) currently + * keep only the last chunk's JSON. Single-chunk documents capture the full + * response. + */ + private static volatile JsonNode lastHybridRawJson; + + /** + * Snapshot of the hybrid backend's {@code /health} response taken at the + * start of the most recent {@link #processDocument} call. Downstream + * tools surface this so server-side timings can be interpreted against + * the hardware that produced them. {@code null} if hybrid was off or + * the backend did not provide a health endpoint. + */ + private static volatile JsonNode lastHybridHealth; + + /** Returns the hybrid server timings from the most recent {@link #processDocument} call. */ + public static JsonNode getLastHybridTimings() { + return lastHybridTimings; + } + + /** + * Returns cumulative client-side wall-clock for hybrid backend calls during + * the most recent {@link #processDocument} call, or {@code null} if hybrid + * was off or the backend was never invoked. Always measured client-side, so + * mock and real backends are directly comparable on the same scale. + */ + public static Long getLastHybridClientMs() { + return lastHybridClientMs; + } + + /** + * Returns the raw merged hybrid backend JSON from the most recent + * {@link #processDocument} call, or {@code null} if hybrid was not used. + */ + public static JsonNode getLastHybridRawJson() { + return lastHybridRawJson; + } + + /** + * Returns the hybrid backend's reported {@code /health} payload + * (hardware + models + version) from the most recent processing run, + * or {@code null} if hybrid was off or the backend didn't report one. + */ + public static JsonNode getLastHybridHealth() { + return lastHybridHealth; + } + + /** Returns the element metadata from the most recent {@link #processDocument} call. */ + public static Map getLastElementMetadata() { + return lastElementMetadata; + } + + /** Returns the OCR word data from the most recent {@link #processDocument} call. */ + public static Map> getLastOcrWordsByPage() { + return lastOcrWordsByPage; + } + + /** + * Maximum number of pages to send to the backend in a single request. + * Large scanned PDFs (100+ pages) cause the backend to hang when sent all at once + * due to non-linear memory/processing scaling in the AI pipeline. + * Chunking into smaller batches avoids this while adding negligible overhead + * (the model is loaded once at server startup, not per-request). + * + * @see #352 + */ + static final int BACKEND_CHUNK_SIZE = 50; + + private HybridDocumentProcessor() { + // Static utility class + } + + /** + * Processes a document using hybrid mode with triage-based routing. + * + * @param inputPdfName The path to the input PDF file. + * @param config The configuration settings. + * @param pagesToProcess The set of 0-indexed page numbers to process, or null for all pages. + * @return List of IObject lists, one per page. + * @throws IOException If an error occurs during processing. + */ + public static List> processDocument( + String inputPdfName, + Config config, + Set pagesToProcess) throws IOException { + return processDocument(inputPdfName, config, pagesToProcess, null); + } + + /** + * Processes a document using hybrid mode with triage-based routing and optional triage logging. + * + * @param inputPdfName The path to the input PDF file. + * @param config The configuration settings. + * @param pagesToProcess The set of 0-indexed page numbers to process, or null for all pages. + * @param outputDir The output directory for triage logging, or null to skip logging. + * @return List of IObject lists, one per page. + * @throws IOException If an error occurs during processing. + */ + public static List> processDocument( + String inputPdfName, + Config config, + Set pagesToProcess, + Path outputDir) throws IOException { + + lastHybridTimings = null; // Reset for this processing run + lastElementMetadata = null; + lastOcrWordsByPage = null; + lastHybridRawJson = null; + lastHybridHealth = null; + lastHybridClientMs = null; + + int totalPages = StaticContainers.getDocument().getNumberOfPages(); + LOGGER.log(Level.INFO, "Starting hybrid processing for {0} pages", totalPages); + + if (pagesToProcess != null && pagesToProcess.isEmpty()) { + LOGGER.log(Level.INFO, "Skipping hybrid processing because no valid pages were selected"); + return createEmptyContents(totalPages); + } + + // Phase 0: Check backend availability before any processing. + // Runs before triage intentionally — if the user explicitly requested hybrid mode, + // they expect the server to be available regardless of how pages would be routed. + // When the health check fails and --hybrid-fallback is enabled, route every page + // through the Java path instead of aborting the whole run (PDFDLOSP-21). + try { + getClient(config).checkAvailability(); + } catch (IOException e) { + if (config.getHybridConfig().isFallbackToJava()) { + LOGGER.log(Level.WARNING, + "Hybrid backend unavailable; falling back to Java-only processing: {0}", + e.getMessage()); + return processAllPagesAsJavaFallback( + inputPdfName, config, pagesToProcess, totalPages); + } + throw e; + } + + // Phase 1: Filter all pages and collect filtered contents + Map> filteredContents = filterAllPages(inputPdfName, config, pagesToProcess, totalPages); + + // Phase 2: Triage all pages (or skip if full mode) + Map triageResults; + if (config.getHybridConfig().isFullMode()) { + // Full mode: skip triage, route all pages to backend + LOGGER.log(Level.INFO, "Hybrid mode=full: skipping triage, all pages to backend"); + triageResults = new HashMap<>(); + for (int pageNumber : filteredContents.keySet()) { + if (shouldProcessPage(pageNumber, pagesToProcess)) { + triageResults.put(pageNumber, + TriageResult.backend(pageNumber, 1.0, TriageProcessor.TriageSignals.empty())); + } + } + } else { + // Auto mode: dynamic triage based on page content + triageResults = TriageProcessor.triageAllPages( + filteredContents, config.getHybridConfig() + ); + } + + // Log triage summary + logTriageSummary(triageResults); + + // Log triage results to JSON file if output directory is specified + if (outputDir != null) { + logTriageToFile(inputPdfName, config.getHybrid(), triageResults, outputDir); + } + + // Phase 3: Split pages by decision + Set javaPages = filterByDecision(triageResults, TriageDecision.JAVA); + Set backendPages = filterByDecision(triageResults, TriageDecision.BACKEND); + + LOGGER.log(Level.INFO, "Routing: {0} pages to Java, {1} pages to Backend", + new Object[]{javaPages.size(), backendPages.size()}); + + // Phase 4: Process sequentially (Java first, then backend) + List> contents = new ArrayList<>(); + for (int i = 0; i < totalPages; i++) { + contents.add(new ArrayList<>()); + } + + // Process Java path first + Map> javaResults = processJavaPath( + filteredContents, javaPages, config, totalPages + ); + + // Process backend path (synchronous) + Map> backendResults; + Set backendFailedPages = new HashSet<>(); + // Track SemanticPicture→EnrichedImageChunk swaps so we can rekey + // ElementMetadata after Phase 6 cross-page processors (HeaderFooter, + // List, etc.) re-run setIDs and mutate the picture's structure id. + Map pictureSwapOriginalIds = new IdentityHashMap<>(); + try { + backendResults = processBackendPath(inputPdfName, backendPages, config, backendFailedPages); + // Enrich backend results: copy StreamInfos from Java-extracted content for MCID linkage + enrichBackendResults(backendResults, filteredContents, config.getHybridConfig(), + pictureSwapOriginalIds); + } catch (Exception e) { + LOGGER.log(Level.WARNING, "Backend processing failed: {0}", e.getMessage()); + if (config.getHybridConfig().isFallbackToJava()) { + LOGGER.log(Level.INFO, "Falling back to Java processing for backend pages"); + backendResults = processJavaPath(filteredContents, backendPages, config, totalPages); + } else { + throw new IOException("Backend processing failed and fallback is disabled", e); + } + } + + // Fallback: reprocess backend-failed pages through Java path + if (!backendFailedPages.isEmpty()) { + // Log 1-indexed page numbers for human readability + List failedPages1Indexed = backendFailedPages.stream() + .map(p -> p + 1).sorted().collect(Collectors.toList()); + if (config.getHybridConfig().isFallbackToJava()) { + LOGGER.log(Level.WARNING, "Backend returned partial_success: {0} page(s) failed (pages {1}), falling back to Java path", + new Object[]{backendFailedPages.size(), failedPages1Indexed}); + Map> fallbackResults = processJavaPath( + filteredContents, backendFailedPages, config, totalPages + ); + backendResults.putAll(fallbackResults); + } else { + LOGGER.log(Level.WARNING, "Backend returned partial_success: {0} page(s) failed (pages {1}), fallback disabled — failing fast", + new Object[]{backendFailedPages.size(), failedPages1Indexed}); + failFastIfBackendFailedWithoutFallback(backendFailedPages, config.getHybridConfig()); + } + } + + // Phase 5: Merge results + mergeResults(contents, javaResults, backendResults, pagesToProcess, totalPages); + + // Phase 6: Post-processing (cross-page operations) + postProcess(contents, config, pagesToProcess, totalPages); + + // Phase 7: Final metadata rekey. setIDs runs inside HeaderFooterProcessor / + // ListProcessor / TableBorderProcessor during Phase 6 and may rewrite the + // structure id of any IObject on the page — including EnrichedImageChunks + // we just created from SemanticPicture. Without this final pass, an image + // node downstream of a list (or header/footer container that triggers + // setIDs) drops ai_score / source label / caption metadata. + if (!pictureSwapOriginalIds.isEmpty() && lastElementMetadata != null + && !lastElementMetadata.isEmpty()) { + Map oldToFinal = new HashMap<>(pictureSwapOriginalIds.size()); + for (Map.Entry e : pictureSwapOriginalIds.entrySet()) { + Long oldId = e.getValue(); + Long finalId = e.getKey().getRecognizedStructureId(); + if (oldId != null && finalId != null && !oldId.equals(finalId)) { + oldToFinal.put(oldId, finalId); + } + } + if (!oldToFinal.isEmpty()) { + Map rebuilt = new HashMap<>(lastElementMetadata); + // Two-phase apply: first detach every (oldId → meta) we plan + // to move, then re-attach under finalId. This prevents a + // finalId that coincides with another picture's oldId from + // clobbering unrelated metadata. + Map detached = new HashMap<>(oldToFinal.size()); + for (Long oldId : oldToFinal.keySet()) { + ElementMetadata meta = rebuilt.remove(oldId); + if (meta != null) { + detached.put(oldId, meta); + } + } + for (Map.Entry e : oldToFinal.entrySet()) { + Long oldId = e.getKey(); + ElementMetadata meta = detached.get(oldId); + if (meta == null) continue; + Long finalId = e.getValue(); + if (rebuilt.containsKey(finalId)) { + // Another node already owns finalId after setIDs ran. + // Re-attaching here would silently overwrite that + // node's metadata. Try to restore the detached entry + // under its original key — but only if oldId is also + // unowned. With HashMap iteration order, an earlier + // iteration in this same loop may have migrated some + // other picture *into* oldId (its finalId == this + // oldId), and rolling back would clobber that + // legitimately-migrated entry. Permanent metadata + // loss is the lesser evil there: the WARNING flags + // it for investigation. + if (!rebuilt.containsKey(oldId)) { + LOGGER.log(Level.WARNING, + "PhaseRekey: finalId {0} already owned in metadata map, keeping picture entry at oldId {1} (alt may not surface in JSON output)", + new Object[]{finalId, oldId}); + rebuilt.put(oldId, meta); + } else { + LOGGER.log(Level.WARNING, + "PhaseRekey: both finalId {0} and oldId {1} already owned in metadata map; dropping picture metadata to preserve migrated entries", + new Object[]{finalId, oldId}); + } + continue; + } + rebuilt.put(finalId, meta); + } + lastElementMetadata = Collections.unmodifiableMap(rebuilt); + } + } + + return contents; + } + + /** + * Runs the full document through the Java path when the hybrid backend health check + * fails and {@code --hybrid-fallback} is enabled. Mirrors the structure of + * {@link #processDocument} so the caller still gets a per-page result list, but + * skips triage and the backend chunk loop entirely. + */ + private static List> processAllPagesAsJavaFallback( + String inputPdfName, + Config config, + Set pagesToProcess, + int totalPages) throws IOException { + + Map> filteredContents = + filterAllPages(inputPdfName, config, pagesToProcess, totalPages); + + Set allPages = new HashSet<>(); + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + if (shouldProcessPage(pageNumber, pagesToProcess)) { + allPages.add(pageNumber); + } + } + + Map> javaResults = + processJavaPath(filteredContents, allPages, config, totalPages); + + List> contents = new ArrayList<>(); + for (int i = 0; i < totalPages; i++) { + contents.add(new ArrayList<>()); + } + mergeResults(contents, javaResults, new HashMap<>(), pagesToProcess, totalPages); + postProcess(contents, config, pagesToProcess, totalPages); + return contents; + } + + private static List> createEmptyContents(int totalPages) { + List> contents = new ArrayList<>(totalPages); + for (int i = 0; i < totalPages; i++) { + contents.add(new ArrayList<>()); + } + return contents; + } + + /** + * Fails fast when the backend left pages unprocessed and fallback to Java is disabled. + * Without this, the CLI would exit 0 with a sparse JSON that drops failed pages, + * making backend failures invisible to automation. + * + * @param backendFailedPages 0-indexed pages that the backend failed to process. + * @param hybridConfig Hybrid configuration; consulted for the fallback flag. + * @throws IOException if {@code backendFailedPages} is non-empty and + * {@code hybridConfig.isFallbackToJava()} returns false. The + * exception message lists the 1-indexed failed page numbers. + */ + static void failFastIfBackendFailedWithoutFallback( + Set backendFailedPages, + HybridConfig hybridConfig) throws IOException { + Objects.requireNonNull(backendFailedPages, "backendFailedPages"); + Objects.requireNonNull(hybridConfig, "hybridConfig"); + if (backendFailedPages.isEmpty() || hybridConfig.isFallbackToJava()) { + return; + } + List failedPages1Indexed = backendFailedPages.stream() + .map(p -> p + 1).sorted().collect(Collectors.toList()); + throw new IOException(String.format( + "Backend processing failed for %d page(s) with fallback disabled: pages %s", + backendFailedPages.size(), failedPages1Indexed)); + } + + /** + * Filters all pages using ContentFilterProcessor. + */ + private static Map> filterAllPages( + String inputPdfName, + Config config, + Set pagesToProcess, + int totalPages) throws IOException { + + Map> filteredContents = new HashMap<>(); + + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + if (!shouldProcessPage(pageNumber, pagesToProcess)) { + filteredContents.put(pageNumber, new ArrayList<>()); + continue; + } + + List pageContents = ContentFilterProcessor.getFilteredContents( + inputPdfName, + StaticContainers.getDocument().getArtifacts(pageNumber), + pageNumber, + config + ); + filteredContents.put(pageNumber, pageContents); + } + + return filteredContents; + } + + /** + * Filters triage results by decision type. + */ + private static Set filterByDecision( + Map triageResults, + TriageDecision decision) { + + return triageResults.entrySet().stream() + .filter(e -> e.getValue().getDecision() == decision) + .map(Map.Entry::getKey) + .collect(Collectors.toSet()); + } + + /** + * Processes pages using the Java processing path. + */ + private static Map> processJavaPath( + Map> filteredContents, + Set pageNumbers, + Config config, + int totalPages) { + + if (pageNumbers.isEmpty()) { + return new HashMap<>(); + } + + LOGGER.log(Level.FINE, "Processing {0} pages via Java path", pageNumbers.size()); + + // Create a working copy of contents for Java processing + List> workingContents = new ArrayList<>(); + for (int i = 0; i < totalPages; i++) { + if (pageNumbers.contains(i)) { + workingContents.add(new ArrayList<>(filteredContents.get(i))); + } else { + workingContents.add(new ArrayList<>()); + } + } + + // Apply cluster table processing if enabled + if (config.isClusterTableMethod()) { + new ClusterTableProcessor().processTables(workingContents); + } + + // Process each page through the standard Java pipeline + // Note: Sequential processing is required because StaticContainers uses ThreadLocal + for (int pageNumber : pageNumbers) { + try { + List pageContents = workingContents.get(pageNumber); + TextDecorationProcessor.processStrikethroughAndUnderlinedText(pageContents, pageNumber, config.isDetectStrikethrough()); + pageContents = TableBorderProcessor.processTableBorders(pageContents, pageNumber); + pageContents = pageContents.stream() + .filter(x -> !(x instanceof LineChunk)) + .collect(Collectors.toList()); + pageContents = TextLineProcessor.processTextLines(pageContents); + pageContents = SpecialTableProcessor.detectSpecialTables(pageContents); + workingContents.set(pageNumber, pageContents); + } catch (Exception e) { + LOGGER.log(Level.WARNING, "Error processing page {0}: {1}", + new Object[]{pageNumber, e.getMessage()}); + } + } + + // Apply cross-page processing for Java pages only + applyJavaPagePostProcessing(workingContents, pageNumbers); + + // Extract results + Map> results = new HashMap<>(); + for (int pageNumber : pageNumbers) { + results.put(pageNumber, workingContents.get(pageNumber)); + } + + return results; + } + + /** + * Applies post-processing to Java-processed pages. + */ + private static void applyJavaPagePostProcessing(List> contents, Set pageNumbers) { + // Process paragraphs, lists, and headings for each page + for (int pageNumber : pageNumbers) { + List pageContents = contents.get(pageNumber); + pageContents = ParagraphProcessor.processParagraphs(pageContents); + pageContents = ListProcessor.processListsFromTextNodes(pageContents); + HeadingProcessor.processHeadings(pageContents, false); + DocumentProcessor.setIDs(pageContents); + CaptionProcessor.processCaptions(pageContents); + contents.set(pageNumber, pageContents); + } + } + + /** + * Processes pages using the external backend. + * + * @param inputPdfName The path to the input PDF file. + * @param pageNumbers Set of 0-indexed page numbers to process. + * @param config The configuration settings. + * @param backendFailedPages Output parameter: populated with 0-indexed page numbers that + * failed during backend processing (e.g., due to Invalid code point). + * These pages can be retried via the Java processing path. + * @return Map of page number to IObject list for successfully processed pages. + * @throws IOException If an error occurs during processing. + */ + private static Map> processBackendPath( + String inputPdfName, + Set pageNumbers, + Config config, + Set backendFailedPages) throws IOException { + + if (pageNumbers.isEmpty()) { + return new HashMap<>(); + } + + LOGGER.log(Level.INFO, "Processing {0} pages via {1} backend", + new Object[]{pageNumbers.size(), config.getHybrid()}); + + // Get or create cached client + HybridClient client = getClient(config); + + // Best-effort: snapshot backend health (hardware, models, version) + // so downstream tooling can interpret server timings against the + // environment that produced them. Narrow catch to Exception so + // JVM-fatal errors (OutOfMemoryError etc.) still propagate. + try { + lastHybridHealth = client.fetchHealth(); + } catch (Exception e) { + lastHybridHealth = null; + LOGGER.log(Level.FINE, "fetchHealth failed", e); + } + + // Read PDF bytes + byte[] pdfBytes = Files.readAllBytes(Path.of(inputPdfName)); + + // Determine required output formats based on config + Set outputFormats = determineOutputFormats(config); + + // Get page heights for coordinate transformation + Map pageHeights = getPageHeights(pageNumbers); + + HybridSchemaTransformer transformer = createTransformer(config); + Map> results = new HashMap<>(); + + // Split backend pages into chunks to prevent hang on large documents (#352). + // Pages are sorted so that page_ranges sent to the server are contiguous. + List sortedPages = new ArrayList<>(new TreeSet<>(pageNumbers)); + + for (int chunkStart = 0; chunkStart < sortedPages.size(); chunkStart += BACKEND_CHUNK_SIZE) { + int chunkEnd = Math.min(chunkStart + BACKEND_CHUNK_SIZE, sortedPages.size()); + List chunkPages = sortedPages.subList(chunkStart, chunkEnd); + + // Convert 0-indexed page numbers to 1-indexed for the server API + Set chunkPages1Indexed = new HashSet<>(); + for (int page0 : chunkPages) { + chunkPages1Indexed.add(page0 + 1); + } + + if (sortedPages.size() > BACKEND_CHUNK_SIZE) { + LOGGER.log(Level.INFO, "Sending pages {0}-{1} of {2} backend pages", + new Object[]{chunkPages.get(0) + 1, chunkPages.get(chunkPages.size() - 1) + 1, + sortedPages.size()}); + } + + try { + HybridRequest request = HybridRequest.forPages(pdfBytes, chunkPages1Indexed, outputFormats) + .withCropOutput(cropOutputFor(config)); + long convertStartNs = System.nanoTime(); + HybridResponse response; + try { + response = client.convert(request); + } finally { + // Accumulate client wall-clock for this convert call whether + // it succeeded, failed with IOException, or otherwise unwound + // — the user waited that long regardless of outcome, and + // that's what this metric exists to measure (SLA / throughput). + // nanoTime() is monotonic; safe against wall-clock jumps + // (NTP / DST / manual changes). + long convertElapsedMs = TimeUnit.NANOSECONDS.toMillis( + System.nanoTime() - convertStartNs); + lastHybridClientMs = (lastHybridClientMs == null ? 0L : lastHybridClientMs) + + convertElapsedMs; + } + + // Capture hybrid server pipeline timings (last chunk wins for now; + // in single-chunk documents this is exact) + if (response.getTimings() != null) { + lastHybridTimings = response.getTimings(); + } + if (response.getJson() != null) { + lastHybridRawJson = response.getJson(); + } + + // Collect failed pages (convert from 1-indexed to 0-indexed) + if (response.hasFailedPages()) { + for (int failedPage1Indexed : response.getFailedPages()) { + int failedPage0Indexed = failedPage1Indexed - 1; + if (pageNumbers.contains(failedPage0Indexed)) { + backendFailedPages.add(failedPage0Indexed); + } + } + } + + // Build page heights subset for this chunk (1-indexed keys, matching getPageHeights) + Map chunkPageHeights = new HashMap<>(); + for (int page1 : chunkPages1Indexed) { + Double height = pageHeights.get(page1); + if (height != null) { + chunkPageHeights.put(page1, height); + } + } + + // Transform response to IObjects. + // Contract: transform() returns a list indexed by absolute page number (pageNo - 1). + // For chunk pages 51-100, the list has 100 entries with content at indices 50-99. + // This matches page0 values used below for extraction. + List> transformedContents = transformer.transform(response, chunkPageHeights); + + // Extract results for this chunk's pages (excluding failed pages) + for (int page0 : chunkPages) { + if (backendFailedPages.contains(page0)) { + continue; // Skip failed pages — they will be retried via Java path + } + if (page0 < transformedContents.size()) { + List pageContents = transformedContents.get(page0); + TextProcessor.replaceUndefinedCharacters(pageContents, config.getReplaceInvalidChars()); + // Capture transformer-assigned IDs before setIDs rewrites them + // so ElementMetadata keyed by the original ID can be migrated + // to the renumbered structure ID. + List oldIds = new ArrayList<>(pageContents.size()); + for (IObject obj : pageContents) { + oldIds.add(obj.getRecognizedStructureId()); + } + DocumentProcessor.setIDs(pageContents); + rekeyMetadata(transformer, oldIds, pageContents); + results.put(page0, pageContents); + } else { + results.put(page0, new ArrayList<>()); + } + } + } catch (IOException e) { + // Isolate chunk failures — mark pages as failed so they can be retried + // via the Java path, and continue processing remaining chunks. + LOGGER.log(Level.WARNING, "Backend chunk failed (pages {0}-{1}): {2}", + new Object[]{chunkPages.get(0) + 1, chunkPages.get(chunkPages.size() - 1) + 1, + e.getMessage()}); + for (int page0 : chunkPages) { + backendFailedPages.add(page0); + } + } + } + + // Capture element metadata and OCR words from the transformer (e.g., HancomAISchemaTransformer) + lastElementMetadata = transformer.getElementMetadata(); + lastOcrWordsByPage = transformer.getOcrWordsByPage(); + + // Note: Client is cached and reused across documents. + // HybridClientFactory.shutdown() should be called at CLI exit. + + return results; + } + + /** + * Gets or creates a hybrid client based on configuration. + * + *

    Uses HybridClientFactory to cache and reuse clients across documents. + */ + private static HybridClient getClient(Config config) { + return HybridClientFactory.getOrCreate(config.getHybrid(), config.getHybridConfig()); + } + + /** + * Resolve the per-document crop / page-image destination from the config. + * + *

    The cached client cannot hold this — it is reused across documents and + * its config reflects only the first one. Carrying it on the per-document + * {@link HybridClient.HybridRequest} keeps the destination correct (and + * needs no shared mutable state) for the document being processed. + */ + private static HybridClient.CropOutput cropOutputFor(Config config) { + HybridConfig hc = config.getHybridConfig(); + if (hc == null || !hc.isSaveCrops() || hc.getCropOutputDir() == null) { + return HybridClient.CropOutput.DISABLED; + } + return new HybridClient.CropOutput(true, hc.getCropOutputDir()); + } + + /** + * Migrate ElementMetadata entries from transformer-assigned IDs onto the + * structure IDs that {@code setIDs} just renumbered each IObject with. + * Without this, the metadata map keeps pointing at the throwaway IDs the + * transformer minted and downstream metadata lookups all miss. + */ + private static void rekeyMetadata(HybridSchemaTransformer transformer, + List oldIds, List pageContents) { + Map oldToNew = new java.util.HashMap<>(pageContents.size()); + for (int i = 0; i < pageContents.size(); i++) { + Long oldId = oldIds.get(i); + Long newId = pageContents.get(i).getRecognizedStructureId(); + if (oldId == null || newId == null || oldId.equals(newId)) continue; + oldToNew.put(oldId, newId); + } + if (!oldToNew.isEmpty()) { + transformer.rekeyMetadata(oldToNew); + } + } + + /** + * Creates a schema transformer based on configuration. + */ + private static HybridSchemaTransformer createTransformer(Config config) { + String hybrid = config.getHybrid(); + + // docling and docling-fast (deprecated) use DoclingSchemaTransformer + if (Config.HYBRID_DOCLING.equals(hybrid) || Config.HYBRID_DOCLING_FAST.equals(hybrid)) { + return new DoclingSchemaTransformer(); + } + + // hancom uses HancomSchemaTransformer + if (Config.HYBRID_HANCOM.equals(hybrid)) { + return new HancomSchemaTransformer(); + } + + // hancom-ai uses HancomAISchemaTransformer. Thread the regionlist strategy + // from HybridConfig so --regionlist-strategy is honoured instead of silently + // falling back to the transformer's default. + if (Config.HYBRID_HANCOM_AI.equals(hybrid)) { + HancomAISchemaTransformer transformer = new HancomAISchemaTransformer(); + String regionlistStrategy = config.getHybridConfig() != null + ? config.getHybridConfig().getRegionlistStrategy() : null; + if (regionlistStrategy != null) { + transformer.setRegionlistStrategy(regionlistStrategy); + } + return transformer; + } + + throw new IllegalArgumentException("Unsupported hybrid backend: " + hybrid); + } + + /** + * Gets page heights for coordinate transformation. + */ + private static Map getPageHeights(Set pageNumbers) { + Map pageHeights = new HashMap<>(); + + for (int pageNumber : pageNumbers) { + BoundingBox pageBbox = DocumentProcessor.getPageBoundingBox(pageNumber); + if (pageBbox != null) { + pageHeights.put(pageNumber + 1, pageBbox.getHeight()); // 1-indexed for transformer + } + } + + return pageHeights; + } + + /** + * Merges Java and backend results into the final contents list. + */ + /** + * Enriches backend results with MCID/StreamInfo data from Java-extracted content. + * + *

    Backend-generated IObjects (from docling) lack StreamInfo, which is required + * for PDF struct-tree tagging. This method: + *

      + *
    1. Replaces SemanticPicture with EnrichedImageChunk (copies StreamInfo + description)
      2. + *
    2. Copies StreamInfo from Java TextChunks to backend TextChunks by bbox overlap
      3. + *
    + */ + private static void enrichBackendResults( + Map> backendResults, + Map> filteredContents, + HybridConfig hybridConfig, + Map pictureSwapOriginalIds) { + + for (Map.Entry> entry : backendResults.entrySet()) { + int pageNumber = entry.getKey(); + List backendPage = entry.getValue(); + + List javaPage = filteredContents.getOrDefault(pageNumber, List.of()); + + // Collect Java-extracted ImageChunks and TextChunks for matching + List javaImageChunks = new ArrayList<>(); + List javaTextChunks = new ArrayList<>(); + collectJavaChunks(javaPage, javaImageChunks, javaTextChunks); + + // Replace SemanticPicture entries with matched EnrichedImageChunk + if (!javaImageChunks.isEmpty()) { + List enriched = new ArrayList<>(backendPage.size()); + for (IObject obj : backendPage) { + if (obj instanceof SemanticPicture) { + SemanticPicture picture = (SemanticPicture) obj; + ImageChunk matched = findMatchingImageChunk(picture, javaImageChunks); + if (matched != null) { + // Author-authored /Alt wins over AI caption. If the + // matched chunk is already an EnrichedImageChunk with + // AltSource.ORIGINAL (TaggedDocumentProcessor extracts + // the source PDF's /Alt that way), preserve it; the + // backend caption is discarded because a human-authored + // /Alt is more trustworthy than any AI description. + String alt; + EnrichedImageChunk.AltSource altSource; + if (matched instanceof EnrichedImageChunk + && ((EnrichedImageChunk) matched).getAltSource() + == EnrichedImageChunk.AltSource.ORIGINAL + && ((EnrichedImageChunk) matched).hasDescription()) { + alt = ((EnrichedImageChunk) matched).getDescription(); + altSource = EnrichedImageChunk.AltSource.ORIGINAL; + // Author /Alt wins; AI caption is intentionally + // discarded here. Logged so a future regression + // (e.g. whitespace-only original /Alt that + // passes hasDescription) is visible during + // hybrid-pipeline debugging. + if (picture.getDescription() != null + && !picture.getDescription().isEmpty()) { + LOGGER.log(Level.FINE, + "Page {0}: kept original /Alt over AI caption (orig len={1}, ai len={2})", + new Object[]{pageNumber, alt.length(), picture.getDescription().length()}); + } + } else { + alt = picture.getDescription(); + altSource = EnrichedImageChunk.AltSource.AI_GENERATED; + } + EnrichedImageChunk replacement = new EnrichedImageChunk( + matched, alt, altSource); + // Preserve the SemanticPicture's structure id so that + // ElementMetadata keyed by it (ai_score, source label, + // caption) survives the SemanticPicture → EnrichedImageChunk + // swap. Without this, downstream metadata lookups miss + // and the JSON output drops every picture-level metadata + // field except `alt`. + Long originalId = picture.getRecognizedStructureId(); + replacement.setRecognizedStructureId(originalId); + if (originalId != null) { + pictureSwapOriginalIds.put(replacement, originalId); + } + enriched.add(replacement); + } else { + // No Java ImageChunk overlapped this backend Figure. + // We preserve the SemanticPicture rather than dropping + // it: dropping silently discards the backend's caption + // and the corresponding ai-raw FIGURE evidence, and + // the page would no longer mention a region the + // backend definitively classified as a figure. + // Downstream PDF struct-tree tagging tolerates a + // missing StreamInfo (the figure is tagged from its + // bounding box) but the alt text and evidence remain. + LOGGER.fine(() -> "Page " + pageNumber + ": kept SemanticPicture without StreamInfo (no matching Java ImageChunk) at bbox [" + + String.format("%.1f,%.1f,%.1f,%.1f", picture.getLeftX(), picture.getBottomY(), picture.getRightX(), picture.getTopY()) + "]"); + enriched.add(picture); + } + } else { + enriched.add(obj); + } + } + backendPage = enriched; + entry.setValue(enriched); + } + + // Replace backend TextChunks with Java TextChunks that carry StreamInfo, + // and copy StreamInfos to SemanticFormula objects + if (!javaTextChunks.isEmpty()) { + enrichTextStreamInfos(backendPage, javaTextChunks, hybridConfig); + enrichFormulaStreamInfos(backendPage, javaTextChunks); + } else if (hybridConfig.isOcrAuto() || hybridConfig.isOcrForce()) { + // OCR-only (scanned) page: no Java TextChunks to compare against, + // so text_source cannot be inferred from stream/OCR similarity. + // Record "ocr" for every SemanticTextNode so the JSON output still + // reflects that the text came from OCR rather than the PDF stream. + markAllTextSourcesAsOcr(backendPage); + } + + // OCR fallback: log elements that still lack StreamInfo after enrichment + if (hybridConfig.isOcrAuto() || hybridConfig.isOcrForce()) { + Map> ocrWords = lastOcrWordsByPage; + if (ocrWords != null) { + List pageOcrWords = ocrWords.getOrDefault(pageNumber, List.of()); + logOcrFallbackCandidates(backendPage, pageNumber, pageOcrWords); + } + } + + final int pg = pageNumber; + final int javaTotal = javaTextChunks.size(); + LOGGER.fine(() -> "Page " + pg + ": enrichment complete — " + + javaTotal + " Java TextChunks available"); + } + } + + /** + * Logs backend elements that still lack StreamInfo after enrichment and could + * benefit from OCR fallback. Walks the IObject tree recursively to find + * SemanticTextNodes with no StreamInfo in any of their TextChunks. + * + *

    This is Phase A (logging only). Phase B will actually insert invisible + * text operators into the content stream for these elements. + */ + private static void logOcrFallbackCandidates( + List backendPage, int pageNumber, List ocrWords) { + int candidateCount = 0; + int ocrWordMatchCount = 0; + + for (IObject obj : backendPage) { + if (obj instanceof SemanticTextNode) { + SemanticTextNode textNode = (SemanticTextNode) obj; + boolean hasStreamInfo = false; + for (TextColumn col : textNode.getColumns()) { + for (TextLine line : col.getLines()) { + for (TextChunk chunk : line.getTextChunks()) { + if (!chunk.getStreamInfos().isEmpty()) { + hasStreamInfo = true; + break; + } + } + if (hasStreamInfo) break; + } + if (hasStreamInfo) break; + } + if (!hasStreamInfo) { + candidateCount++; + // Count OCR words that overlap with this text node's bbox + double nLeft = textNode.getLeftX(); + double nRight = textNode.getRightX(); + double nBottom = textNode.getBottomY(); + double nTop = textNode.getTopY(); + double tol = 5.0; + int matchedWords = 0; + for (OcrWordInfo word : ocrWords) { + BoundingBox wb = word.getBbox(); + double cx = (wb.getLeftX() + wb.getRightX()) / 2.0; + double cy = (wb.getBottomY() + wb.getTopY()) / 2.0; + if (cx >= nLeft - tol && cx <= nRight + tol + && cy >= nBottom - tol && cy <= nTop + tol) { + matchedWords++; + } + } + if (matchedWords > 0) { + ocrWordMatchCount += matchedWords; + final int mw = matchedWords; + LOGGER.fine(() -> "Page " + pageNumber + ": OCR fallback candidate — " + + "SemanticTextNode at [" + + String.format("%.1f,%.1f,%.1f,%.1f", nLeft, nBottom, nRight, nTop) + + "] has " + mw + " matching OCR words"); + } + } + } + } + + if (candidateCount > 0) { + final int cc = candidateCount; + final int owm = ocrWordMatchCount; + LOGGER.info(() -> "Page " + pageNumber + ": " + cc + + " element(s) need OCR fallback, " + owm + " OCR words available"); + } + } + + /** + * Collects ImageChunks and TextChunks from Java-filtered page contents. + */ + private static void collectJavaChunks(List javaPage, + List imageChunks, + List textChunks) { + for (IObject obj : javaPage) { + if (obj instanceof ImageChunk) { + imageChunks.add((ImageChunk) obj); + } else if (obj instanceof TextChunk) { + // Raw TextChunk from ContentFilterProcessor (pre-paragraph processing) + textChunks.add((TextChunk) obj); + } else if (obj instanceof SemanticTextNode) { + // TextChunks wrapped in SemanticTextNode (post-paragraph processing) + SemanticTextNode textNode = (SemanticTextNode) obj; + for (TextColumn col : textNode.getColumns()) { + for (TextLine line : col.getLines()) { + textChunks.addAll(line.getTextChunks()); + } + } + } + } + } + + /** + * Replaces backend TextChunks with Java TextChunks that have StreamInfo. + * + *

    Backend-generated TextChunks lack StreamInfo (needed for MCID/struct-tree). + * For each backend SemanticTextNode, we find Java TextChunks whose centers fall + * within the node's bbox and replace the backend TextChunk with the Java ones. + * This preserves the backend's structural decisions (heading/paragraph/reading order) + * while using the Java TextChunks that carry StreamInfo. + */ + private static void enrichTextStreamInfos(List backendPage, List javaTextChunks, + HybridConfig config) { + if (javaTextChunks.isEmpty()) return; + + Set usedJavaIndices = new HashSet<>(); + enrichTextStreamInfosRecursive(backendPage, javaTextChunks, usedJavaIndices, config); + } + + /** + * Recursively walks the IObject tree and replaces TextChunks in SemanticTextNodes + * with Java TextChunks that carry StreamInfo. Handles TableBorder cells, PDFList items, + * and any other container that holds nested IObjects. + */ + private static void enrichTextStreamInfosRecursive( + List objects, List javaTextChunks, Set usedJavaIndices, + HybridConfig config) { + + for (IObject obj : objects) { + if (obj instanceof SemanticFormula) { + // Formula inside table/list — enrich StreamInfos by bbox overlap + enrichSingleFormula((SemanticFormula) obj, javaTextChunks); + } else if (obj instanceof SemanticTextNode) { + enrichSingleTextNode((SemanticTextNode) obj, javaTextChunks, usedJavaIndices, config); + } else if (obj instanceof TableBorder) { + TableBorder table = (TableBorder) obj; + for (int rowNumber = 0; rowNumber < table.getNumberOfRows(); rowNumber++) { + TableBorderRow row = table.getRow(rowNumber); + for (int colNumber = 0; colNumber < table.getNumberOfColumns(); colNumber++) { + TableBorderCell cell = row.getCell(colNumber); + if (cell.getRowNumber() == rowNumber && cell.getColNumber() == colNumber) { + enrichTextStreamInfosRecursive(cell.getContents(), javaTextChunks, usedJavaIndices, config); + } + } + } + } else if (obj instanceof PDFList) { + PDFList list = (PDFList) obj; + for (ListItem item : list.getListItems()) { + // Enrich ListItem's own text lines (used by AutoTaggingProcessor for Lbl/LBody) + if (config == null || !config.isOcrForce()) { + for (TextLine line : item.getLines()) { + for (TextChunk backendChunk : line.getTextChunks()) { + if (backendChunk.getStreamInfos().isEmpty()) { + matchAndReplaceStreamInfos(backendChunk, javaTextChunks, usedJavaIndices, config); + } + } + } + } + // Enrich nested contents (images, paragraphs, sub-lists) + enrichTextStreamInfosRecursive(item.getContents(), javaTextChunks, usedJavaIndices, config); + } + } + } + } + + /** + * Replaces a single SemanticTextNode's TextChunks with matching Java TextChunks. + * In OCR auto mode, compares stream vs OCR text similarity before deciding. + * In OCR force mode, always keeps OCR text (backend TextChunks). + * Records the text source decision in ElementMetadata. + */ + private static void enrichSingleTextNode( + SemanticTextNode textNode, List javaTextChunks, Set usedJavaIndices, + HybridConfig config) { + + // Force mode: always keep OCR text, don't replace with stream + if (config != null && config.isOcrForce()) { + recordTextSource(textNode, "ocr", null); + return; + } + + double nLeft = textNode.getLeftX(); + double nRight = textNode.getRightX(); + double nBottom = textNode.getBottomY(); + double nTop = textNode.getTopY(); + + List matched = new ArrayList<>(); + double tol = 5.0; + for (int i = 0; i < javaTextChunks.size(); i++) { + if (usedJavaIndices.contains(i)) continue; + TextChunk javaChunk = javaTextChunks.get(i); + if (javaChunk.getStreamInfos().isEmpty()) continue; + + double jCx = javaChunk.getCenterX(); + double jCy = javaChunk.getCenterY(); + + if (jCx >= nLeft - tol && jCx <= nRight + tol && jCy >= nBottom - tol && jCy <= nTop + tol) { + matched.add(javaChunk); + usedJavaIndices.add(i); + } + } + + if (matched.isEmpty()) { + LOGGER.fine(() -> "enrichSingleTextNode: no Java TextChunk matched for backend node at bbox [" + + String.format("%.1f,%.1f,%.1f,%.1f", nLeft, nBottom, nRight, nTop) + "]"); + recordTextSource(textNode, "ocr-fallback", null); + return; + } + + // Auto mode: compare stream vs OCR text similarity + if (config != null && config.isOcrAuto()) { + String streamText = extractTextFromChunks(matched); + String ocrText = extractTextFromNode(textNode); + double sim = TextSimilarity.similarity(streamText, ocrText); + + if (!TextSimilarity.trustStream(streamText, ocrText, TextSimilarity.DEFAULT_THRESHOLD)) { + // Stream text is corrupted — keep OCR text (backend TextChunks) + LOGGER.fine(() -> "OCR auto: stream text untrusted (sim=" + + String.format("%.2f", sim) + + "), keeping OCR for node at [" + + String.format("%.1f,%.1f,%.1f,%.1f", nLeft, nBottom, nRight, nTop) + "]"); + recordTextSource(textNode, "ocr", sim); + return; + } + recordTextSource(textNode, "stream", sim); + } else { + recordTextSource(textNode, "stream", null); + } + + // Off mode or auto mode with trusted stream: replace with Java TextChunks + textNode.getColumns().clear(); + TextColumn newCol = new TextColumn(); + for (TextChunk tc : matched) { + newCol.add(new TextLine(tc)); + } + textNode.getColumns().add(newCol); + } + + /** + * Records "ocr" as the text source for every SemanticTextNode in the page, + * used on scanned pages where there are no Java TextChunks to compare with. + * Mirrors {@link #enrichTextStreamInfosRecursive} in how it descends into + * TableBorder/PDFList — the shared IObject tree has no generic children API, + * so both walks enumerate the containers they know about. + */ + private static void markAllTextSourcesAsOcr(List objects) { + if (objects == null) return; + for (IObject obj : objects) { + if (obj instanceof SemanticTextNode) { + recordTextSource((SemanticTextNode) obj, "ocr", null); + } else if (obj instanceof TableBorder) { + TableBorder table = (TableBorder) obj; + for (int rowNumber = 0; rowNumber < table.getNumberOfRows(); rowNumber++) { + TableBorderRow row = table.getRow(rowNumber); + for (int colNumber = 0; colNumber < table.getNumberOfColumns(); colNumber++) { + TableBorderCell cell = row.getCell(colNumber); + if (cell.getRowNumber() == rowNumber && cell.getColNumber() == colNumber) { + markAllTextSourcesAsOcr(cell.getContents()); + } + } + } + } else if (obj instanceof PDFList) { + PDFList list = (PDFList) obj; + for (ListItem item : list.getListItems()) { + markAllTextSourcesAsOcr(item.getContents()); + } + } + } + } + + /** + * Records the text source decision in ElementMetadata for a SemanticTextNode. + * + * @param textNode the text node whose metadata to update + * @param source "stream", "ocr", or "ocr-fallback" + * @param similarity the stream-OCR similarity score, or null if not applicable + */ + private static void recordTextSource(SemanticTextNode textNode, String source, Double similarity) { + if (lastElementMetadata == null || textNode.getRecognizedStructureId() == null) return; + ElementMetadata meta = lastElementMetadata.get(textNode.getRecognizedStructureId()); + if (meta == null) return; + meta.setTextSource(source); + if (similarity != null) { + meta.setStreamOcrSimilarity(similarity); + } + } + + /** + * Extracts concatenated text from a list of TextChunks. + */ + private static String extractTextFromChunks(List chunks) { + StringBuilder sb = new StringBuilder(); + for (TextChunk tc : chunks) { + if (sb.length() > 0) sb.append(' '); + sb.append(tc.getValue()); + } + return sb.toString().trim(); + } + + /** + * Extracts concatenated text from a SemanticTextNode's columns/lines/chunks. + */ + private static String extractTextFromNode(SemanticTextNode node) { + StringBuilder sb = new StringBuilder(); + for (TextColumn col : node.getColumns()) { + for (TextLine line : col.getLines()) { + for (TextChunk chunk : line.getTextChunks()) { + if (sb.length() > 0) sb.append(' '); + sb.append(chunk.getValue()); + } + } + } + return sb.toString().trim(); + } + + /** + * Copies StreamInfos from matching Java TextChunks to a backend TextChunk that lacks them. + * Used for ListItem lines where the text is stored directly in TextLine/TextChunk + * rather than in a SemanticTextNode wrapper. + * In OCR auto mode, compares stream vs OCR text similarity before copying. + */ + private static void matchAndReplaceStreamInfos( + TextChunk backendChunk, List javaTextChunks, Set usedJavaIndices, + HybridConfig config) { + double bCx = backendChunk.getCenterX(); + double bCy = backendChunk.getCenterY(); + double tol = 5.0; + for (int i = 0; i < javaTextChunks.size(); i++) { + if (usedJavaIndices.contains(i)) continue; + TextChunk javaChunk = javaTextChunks.get(i); + if (javaChunk.getStreamInfos().isEmpty()) continue; + double jCx = javaChunk.getCenterX(); + double jCy = javaChunk.getCenterY(); + if (Math.abs(bCx - jCx) <= tol && Math.abs(bCy - jCy) <= tol) { + // In auto mode, check if stream text is trustworthy + if (config != null && config.isOcrAuto()) { + String streamText = javaChunk.getValue(); + String ocrText = backendChunk.getValue(); + if (!TextSimilarity.trustStream(streamText, ocrText, TextSimilarity.DEFAULT_THRESHOLD)) { + LOGGER.fine(() -> "OCR auto: stream text untrusted for ListItem chunk, keeping OCR"); + return; + } + } + backendChunk.getStreamInfos().addAll(javaChunk.getStreamInfos()); + usedJavaIndices.add(i); + return; + } + } + } + + /** + * Copies StreamInfos from Java TextChunks to SemanticFormula objects by bbox overlap. + * + *

    SemanticFormula (from backend) has no StreamInfo. We find all Java TextChunks + * whose centers fall within the formula's bbox and copy their StreamInfos directly + * to the formula's StreamInfo list (inherited from BaseObject). + */ + private static void enrichFormulaStreamInfos(List backendPage, List javaTextChunks) { + for (IObject obj : backendPage) { + if (obj instanceof SemanticFormula) { + enrichSingleFormula((SemanticFormula) obj, javaTextChunks); + } + } + } + + /** + * Copies StreamInfos from Java TextChunks to a SemanticFormula by bbox overlap. + * Allows reuse of Java chunks since formula content often IS the text content. + */ + private static void enrichSingleFormula(SemanticFormula formula, List javaTextChunks) { + if (!formula.getStreamInfos().isEmpty()) return; + + double fLeft = formula.getLeftX(); + double fRight = formula.getRightX(); + double fBottom = formula.getBottomY(); + double fTop = formula.getTopY(); + double tol = 5.0; + + for (TextChunk javaChunk : javaTextChunks) { + if (javaChunk.getStreamInfos().isEmpty()) continue; + double jCx = javaChunk.getCenterX(); + double jCy = javaChunk.getCenterY(); + + if (jCx >= fLeft - tol && jCx <= fRight + tol && jCy >= fBottom - tol && jCy <= fTop + tol) { + formula.getStreamInfos().addAll(javaChunk.getStreamInfos()); + } + } + } + + /** + * Finds the ImageChunk whose center point lies within the SemanticPicture's bounding box. + * Returns null if no candidate's center is contained (with 1pt tolerance). + */ + private static ImageChunk findMatchingImageChunk(SemanticPicture picture, List candidates) { + double picLeft = picture.getLeftX(); + double picRight = picture.getRightX(); + double picBottom = picture.getBottomY(); + double picTop = picture.getTopY(); + + ImageChunk best = null; + double bestDist = Double.MAX_VALUE; + + for (ImageChunk chunk : candidates) { + double cx = chunk.getCenterX(); + double cy = chunk.getCenterY(); + // Center-point containment (with 1pt tolerance) + if (cx >= picLeft - 1 && cx <= picRight + 1 && cy >= picBottom - 1 && cy <= picTop + 1) { + double dist = Math.hypot(cx - picture.getCenterX(), cy - picture.getCenterY()); + if (dist < bestDist) { + bestDist = dist; + best = chunk; + } + } + } + return best; + } + + private static void mergeResults( + List> contents, + Map> javaResults, + Map> backendResults, + Set pagesToProcess, + int totalPages) { + + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + if (!shouldProcessPage(pageNumber, pagesToProcess)) { + continue; + } + + List pageContents; + if (javaResults.containsKey(pageNumber)) { + pageContents = javaResults.get(pageNumber); + } else if (backendResults.containsKey(pageNumber)) { + pageContents = backendResults.get(pageNumber); + } else { + pageContents = new ArrayList<>(); + } + + contents.set(pageNumber, pageContents); + } + } + + /** + * Applies post-processing operations that span multiple pages. + */ + private static void postProcess( + List> contents, + Config config, + Set pagesToProcess, + int totalPages) { + + // Cross-page operations + HeaderFooterProcessor.processHeadersAndFooters(contents, false); + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + contents.set(pageNumber, ListProcessor.processListsFromTextNodes(contents.get(pageNumber))); + } + ListProcessor.checkNeighborLists(contents); + TableBorderProcessor.checkNeighborTables(contents); + HeadingProcessor.detectHeadingsLevels(); + LevelProcessor.detectLevels(contents); + } + + /** + * Checks if a page should be processed. + */ + private static boolean shouldProcessPage(int pageNumber, Set pagesToProcess) { + return pagesToProcess == null || pagesToProcess.contains(pageNumber); + } + + /** + * Determines the output formats to request from the hybrid backend. + * + *

    Only JSON is requested. Markdown and HTML are generated by Java processors + * from the IObject structure, which allows consistent application of: + *

      + *
    • Reading order algorithms (XYCutPlusPlusSorter)
      • + *
    • Page separators and other formatting options
      • + *
    + * + * @param config The configuration settings (unused, kept for API compatibility). + * @return Set containing only JSON format. + */ + private static Set determineOutputFormats(Config config) { + return EnumSet.of(OutputFormat.JSON); + } + + /** + * Logs a summary of triage decisions. + */ + private static void logTriageSummary(Map triageResults) { + long javaCount = triageResults.values().stream() + .filter(r -> r.getDecision() == TriageDecision.JAVA) + .count(); + long backendCount = triageResults.values().stream() + .filter(r -> r.getDecision() == TriageDecision.BACKEND) + .count(); + + LOGGER.log(Level.INFO, "Triage summary: JAVA={0}, BACKEND={1}", new Object[]{javaCount, backendCount}); + + // Log individual decisions at FINE level + for (Map.Entry entry : triageResults.entrySet()) { + TriageResult result = entry.getValue(); + LOGGER.log(Level.FINE, "Page {0}: {1} (confidence={2})", + new Object[]{entry.getKey(), result.getDecision(), result.getConfidence()}); + } + } + + /** + * Logs triage results to a JSON file for benchmark evaluation. + * + * @param inputPdfName The path to the input PDF file. + * @param hybridBackend The hybrid backend used. + * @param triageResults Map of page number to triage result. + * @param outputDir The output directory for the triage log. + */ + private static void logTriageToFile( + String inputPdfName, + String hybridBackend, + Map triageResults, + Path outputDir) { + + try { + String documentName = Path.of(inputPdfName).getFileName().toString(); + TriageLogger triageLogger = new TriageLogger(); + triageLogger.logToFile(outputDir, documentName, hybridBackend, triageResults); + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Failed to write triage log: {0}", e.getMessage()); + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/LevelProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/LevelProcessor.java new file mode 100644 index 0000000..c34bb44 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/LevelProcessor.java @@ -0,0 +1,148 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.utils.BulletedParagraphUtils; +import org.opendataloader.pdf.utils.levels.*; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.util.Collections; +import java.util.List; +import java.util.Stack; +import java.util.logging.Level; +import java.util.logging.Logger; + +public class LevelProcessor { + + private static final Logger LOGGER = Logger.getLogger(LevelProcessor.class.getCanonicalName()); + + private static boolean isDocTitleSet = false; + + public static void detectLevels(List> contents) { + setLevels(contents, new Stack<>()); + } + + private static void setLevels(List> contents, Stack levelInfos) { + int levelInfosSize = levelInfos.size(); + for (List pageContents : contents) { + for (IObject content : pageContents) { + if (content instanceof SemanticHeading) { + setLevelForHeading((SemanticHeading) content); + continue; + } + LevelInfo levelInfo = null; + Integer index = null; + if (content instanceof PDFList) { + PDFList previousList = ((PDFList) content).getPreviousList(); + if (previousList != null) { + if (previousList.getLevel() == null) { + LOGGER.log(Level.WARNING, "List without detected level"); + } else { + index = Integer.parseInt(previousList.getLevel()) - 1; + } + } + if (index == null) { + levelInfo = new ListLevelInfo((PDFList) content); + } + } else if (content instanceof TableBorder) { + TableBorder previousTable = ((TableBorder) content).getPreviousTable(); + if (previousTable != null) { + if (previousTable.getLevel() == null) { + LOGGER.log(Level.WARNING, "Table without detected level"); + } else { + index = Integer.parseInt(previousTable.getLevel()) - 1; + } + } + if (index == null) { + TableBorder table = (TableBorder) content; + setLevelForTable(table); + if (!table.isTextBlock()) { + levelInfo = new TableLevelInfo(table); + } + } + } else if (content instanceof SemanticTextNode) { + if (BulletedParagraphUtils.isBulletedParagraph((SemanticTextNode) content)) { + if (BulletedParagraphUtils.isBulletedLineArtParagraph((SemanticTextNode) content)) { + levelInfo = new LineArtBulletParagraphLevelInfo((SemanticTextNode) content); + } else { + levelInfo = new TextBulletParagraphLevelInfo((SemanticTextNode) content); + } + } + } + if (levelInfo == null && index == null) { + continue; + } + if (index == null) { + index = getLevelInfoIndex(levelInfos, levelInfo); + } + if (index == null) { + content.setLevel(String.valueOf(levelInfos.size() + 1)); + levelInfos.add(levelInfo); + } else { + content.setLevel(String.valueOf(index + 1)); + for (int i = Math.max(index + 1, levelInfosSize); i < levelInfos.size(); i++) { + levelInfos.pop(); + } + } + if (content instanceof PDFList) { + for (ListItem listItem : ((PDFList) content).getListItems()) { + setLevels(Collections.singletonList(listItem.getContents()), levelInfos); + } + } + } + } + isDocTitleSet = false; + } + + private static void setLevelForHeading(SemanticHeading heading) { + if (heading.getHeadingLevel() == 1 && !isDocTitleSet) { + heading.setLevel("Doctitle"); + isDocTitleSet = true; + } else { + heading.setLevel("Subtitle"); + } + } + + private static Integer getLevelInfoIndex(Stack levelInfos, LevelInfo levelInfo) { + for (int index = 0; index < levelInfos.size(); index++) { + LevelInfo currentLevelInfo = levelInfos.get(index); + if (LevelInfo.areSameLevelsInfos(currentLevelInfo, levelInfo)) { + return index; + } + } + return null; + } + + private static void setLevelForTable(TableBorder tableBorder) { + for (int rowNumber = 0; rowNumber < tableBorder.getNumberOfRows(); rowNumber++) { + TableBorderRow row = tableBorder.getRow(rowNumber); + for (int colNumber = 0; colNumber < tableBorder.getNumberOfColumns(); colNumber++) { + TableBorderCell tableBorderCell = row.getCell(colNumber); + if (tableBorderCell.getRowNumber() == rowNumber && tableBorderCell.getColNumber() == colNumber) { + setLevels(Collections.singletonList(tableBorderCell.getContents()), new Stack<>()); + } + } + } + } + +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ListProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ListProcessor.java new file mode 100644 index 0000000..3365f9b --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ListProcessor.java @@ -0,0 +1,573 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.utils.BulletedParagraphUtils; +import org.verapdf.as.ASAtom; +import org.verapdf.wcag.algorithms.entities.INode; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.*; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.enums.TextAlignment; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListInterval; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.lists.TextListInterval; +import org.verapdf.wcag.algorithms.entities.lists.info.ListItemInfo; +import org.verapdf.wcag.algorithms.entities.lists.info.ListItemTextInfo; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.ChunksMergeUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.ListLabelsUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.ListUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.listLabelsDetection.NumberingStyleNames; + +import java.util.*; +import java.util.logging.Level; +import java.util.logging.Logger; +import java.util.regex.Matcher; +import java.util.regex.Pattern; + +public class ListProcessor { + + private static final Logger LOGGER = Logger.getLogger(ListProcessor.class.getCanonicalName()); + + private static final double LIST_ITEM_PROBABILITY = 0.7; + private static final double LIST_ITEM_BASELINE_DIFFERENCE = 1.2; + private static final double LIST_ITEM_X_INTERVAL_RATIO = 0.3; + private static final Pattern ATTACHMENTS_PATTERN = Pattern.compile("^붙\\s*임\\s*(?=.)"); + + /** + * Maximum number of intervals to scan backward when matching a TextLine to an existing list. + * Prevents O(n²) scaling on large documents. A higher value is safer but slower. + */ + private static final int MAX_LIST_INTERVAL_LOOKBACK = 500; + + private static final Map listNumberingMap = new HashMap<>(); + + static { + listNumberingMap.put(NumberingStyleNames.ENGLISH_LETTERS, ASAtom.ORDERED); + listNumberingMap.put(NumberingStyleNames.ENGLISH_LETTERS_UPPER_CASE, ASAtom.UPPER_ALPHA); + listNumberingMap.put(NumberingStyleNames.ENGLISH_LETTERS_LOWER_CASE, ASAtom.LOWER_ALPHA); + listNumberingMap.put(NumberingStyleNames.ROMAN_NUMBERS_LOWER_CASE, ASAtom.LOWER_ROMAN); + listNumberingMap.put(NumberingStyleNames.ROMAN_NUMBERS, ASAtom.ORDERED); + listNumberingMap.put(NumberingStyleNames.ROMAN_NUMBERS_UPPER_CASE, ASAtom.UPPER_ROMAN); + listNumberingMap.put(NumberingStyleNames.KOREAN_LETTERS, ASAtom.ORDERED); + listNumberingMap.put(NumberingStyleNames.ARABIC_NUMBERS, ASAtom.DECIMAL); + listNumberingMap.put(NumberingStyleNames.CIRCLED_ARABIC_NUMBERS, ASAtom.ORDERED); + listNumberingMap.put(NumberingStyleNames.UNORDERED,ASAtom.UNORDERED); + listNumberingMap.put(NumberingStyleNames.UNKNOWN, ASAtom.NONE); + } + + public static ASAtom getListNumbering(String numberingStyle) { + return listNumberingMap.get(numberingStyle); + } + + public static void processLists(List> contents, boolean isTableCell) { + List intervalsList = getTextLabelListIntervals(contents); + for (TextListInterval interval : intervalsList) { + for (ListItemTextInfo info : interval.getListItemsInfos()) { + info.getListItemValue().setListLine(true); + } + } + for (TextListInterval interval : intervalsList) { +// if (interval.getNumberOfColumns() > 1/*== interval.getNumberOfListItems()*/) {//to fix bounding box for multi-column lists +// continue; +// } + if (!isCorrectList(interval)) {//todo move to arabic number list recognition + continue; + } + Integer currentPageNumber = interval.getListItemsInfos().get(0).getPageNumber(); + int index = 0; + PDFList previousList = null; + interval.setCommonSuffixLengthToAllInfos(); + for (int i = 0; i < interval.getNumberOfListItems(); i++) { + ListItemInfo currentInfo = interval.getListItemsInfos().get(i); + if (!Objects.equals(currentInfo.getPageNumber(), currentPageNumber)) { + PDFList list = calculateList(interval, index, i - 1, contents.get(isTableCell ? 0 : currentPageNumber)); + for (ListItem listItem : list.getListItems()) { + listItem.setContents(processListItemContent(listItem.getContents())); + } + if (previousList != null) { + PDFList.setListConnected(previousList, list); + } + currentPageNumber = currentInfo.getPageNumber(); + index = i; + previousList = list; + } + } + PDFList list = calculateList(interval, index, interval.getNumberOfListItems() - 1, contents.get(isTableCell ? 0 : currentPageNumber)); + for (ListItem listItem : list.getListItems()) { + listItem.setContents(processListItemContent(listItem.getContents())); + } + if (previousList != null) { + PDFList.setListConnected(previousList, list); + } + } + contents.replaceAll(DocumentProcessor::removeNullObjectsFromList); + } + + private static List processListItemContent(List contents) { + List newContents = ParagraphProcessor.processParagraphs(contents); + newContents = ListProcessor.processListsFromTextNodes(newContents); + DocumentProcessor.setIDs(newContents); + List> contentsList = new ArrayList<>(1); + contentsList.add(newContents); + ListProcessor.checkNeighborLists(contentsList); + newContents = contentsList.get(0); + return newContents; + } + + private static void processTextNodeListItemContent(List contents) { + DocumentProcessor.setIDs(contents); + } + + private static List getTextLabelListIntervals(List> contents) { + List listIntervals = new ArrayList<>(); + for (List pageContents : contents) { + for (int i = 0; i < pageContents.size(); i++) { + IObject content = pageContents.get(i); + if (!(content instanceof TextLine)) { + continue; + } + TextLine line = (TextLine) content; + String value = line.getValue(); + if (value.isEmpty() || line.isHiddenText()) { + continue; + } + ListItemTextInfo listItemTextInfo = createListItemTextInfo(i, line, value); + processListItem(listIntervals, listItemTextInfo); + } + } + LinkedHashSet intervalsList = new LinkedHashSet<>(); + for (TextListInterval interval : listIntervals) { + if (interval != null && interval.getListItemsInfos().size() > 1) { + intervalsList.add(interval); + } + } + List result = new ArrayList<>(intervalsList); + Collections.reverse(result); + return result; + } + + private static void processListItem(List listIntervals, ListItemTextInfo listItemTextInfo) { + double maxXGap = getMaxXGap(listItemTextInfo.getListItemValue().getFontSize()); + boolean isSingle = true; + boolean shouldHaveSameLeft = false; + boolean shouldHaveSameLeftDifference = false; + boolean isUnordered = true; + Double previousLeftDifference = null; + int minIndex = Math.max(0, listIntervals.size() - MAX_LIST_INTERVAL_LOOKBACK); + for (int index = listIntervals.size() - 1; index >= minIndex; index--) { + TextListInterval interval = listIntervals.get(index); + ListItemTextInfo preivousListItemTextInfo = interval.getLastListItemInfo(); + if (Objects.equals(listItemTextInfo.getPageNumber(), preivousListItemTextInfo.getPageNumber()) && + listItemTextInfo.getListItemValue().getTopY() > preivousListItemTextInfo.getListItemValue().getTopY()) { + break; + } + double leftDifference = listItemTextInfo.getListItemValue().getLeftX() - + preivousListItemTextInfo.getListItemValue().getLeftX(); + boolean haveSameLeft = NodeUtils.areCloseNumbers(leftDifference, 0, maxXGap); + try { + if (NodeUtils.areCloseNumbers(leftDifference, 0, 4 * maxXGap) && + ListLabelsUtils.isTwoListItemsOfOneList(interval, listItemTextInfo, + !haveSameLeft, isUnordered)) { + listIntervals.add(interval); + isSingle = false; + break; + } + } catch (StringIndexOutOfBoundsException e) { + // Malformed label cannot be matched; treat as new list (isSingle remains true) + LOGGER.log(Level.WARNING, "Malformed list label, starting new list: " + listItemTextInfo.getListItemValue().getValue(), e); + break; + } + if (shouldHaveSameLeftDifference && !NodeUtils.areCloseNumbers(previousLeftDifference, leftDifference)) { + break; + } + if (leftDifference > maxXGap) { + isUnordered = false; + shouldHaveSameLeftDifference = true; + } + previousLeftDifference = leftDifference; + if (haveSameLeft) { + shouldHaveSameLeft = true; + } else if (shouldHaveSameLeft) { + isUnordered = false; +// break; + } + if (interval.getListItemsInfos().size() > 1 && haveSameLeft && + !NumberingStyleNames.UNORDERED.equals(interval.getNumberingStyle())) { + isUnordered = false; + } + } + if (isSingle) { + TextListInterval listInterval = new TextListInterval(); + listInterval.getListItemsInfos().add(listItemTextInfo); + listIntervals.add(listInterval); + } + } + + private static ListItemTextInfo createListItemTextInfo(int i, TextLine line, String value) { + Matcher matcher = ATTACHMENTS_PATTERN.matcher(value); + if (matcher.find()) { + int length = matcher.group().length(); + line = new TextLine(line); + line.getBoundingBox().setLeftX(line.getSymbolStartCoordinate(length)); + value = value.substring(length); + } + return new ListItemTextInfo(i, SemanticType.PARAGRAPH, + line, value, true); + } + + private static PDFList calculateList(TextListInterval interval, int startIndex, int endIndex, List pageContents) { + PDFList list = new PDFList(); + list.setNumberingStyle(interval.getNumberingStyle()); + list.setCommonPrefix(interval.getCommonPrefix()); + boolean isListSet = false; + for (int index = startIndex; index <= endIndex; index++) { + ListItemTextInfo currentInfo = interval.getListItemsInfos().get(index); + int nextIndex = index != endIndex ? interval.getListItemsInfos().get(index + 1).getIndex() : pageContents.size(); + ListItem listItem = new ListItem(new BoundingBox(), null); + IObject object = pageContents.get(currentInfo.getIndex()); + if (object == null || object instanceof PDFList) { + LOGGER.log(Level.INFO, "List item is connected with different lists"); + continue; + } + pageContents.set(currentInfo.getIndex(), isListSet ? null : list); + isListSet = true; + if (object instanceof SemanticTextNode) { + SemanticTextNode textNode = (SemanticTextNode) object; + for (TextLine textLine : textNode.getFirstColumn().getLines()) { + listItem.add(textLine); + } + } else { + TextLine textLine = (TextLine) object; + listItem.add(textLine); + } + if (index != endIndex) { + addContentToListItem(nextIndex, currentInfo, pageContents, listItem); + } else { + addContentToLastPageListItem(nextIndex, currentInfo, pageContents, listItem); + } + listItem.setLabelLength(currentInfo.getLabelLength()); + list.add(listItem); + } + if (list.getListItems().isEmpty()) { + LOGGER.log(Level.WARNING, "List is not added to contents"); + } + return list; + } + + private static void addContentToListItem(int nextIndex, ListItemInfo currentInfo, List pageContents, + ListItem listItem) { + boolean isListItem = true; + TextLine previousTextLine = null; + for (int index = currentInfo.getIndex() + 1; index < nextIndex; index++) { + IObject content = pageContents.get(index); + if (content instanceof TextLine) { + TextLine currentTextLine = (TextLine) content; + if (previousTextLine != null) { + if (isListItem && isListItemLine(listItem, previousTextLine, currentTextLine)) { + listItem.add(previousTextLine); + } else { + isListItem = false; + listItem.getContents().add(previousTextLine); + } + } + previousTextLine = currentTextLine; + } else if (content != null) { + if (previousTextLine != null) { + if (isListItem && isListItemLine(listItem, previousTextLine, null)) { + listItem.add(previousTextLine); + } else { + isListItem = false; + listItem.getContents().add(previousTextLine); + } + previousTextLine = null; + } + listItem.getContents().add(content); + } + pageContents.set(index, null); + } + if (previousTextLine != null) { + if (isListItem && isListItemLine(listItem, previousTextLine, null)) { + listItem.add(previousTextLine); + } else { + listItem.getContents().add(previousTextLine); + } + } + } + + private static void addContentToLastPageListItem(int nextIndex, ListItemInfo currentInfo, List pageContents, + ListItem listItem) { + TextLine previousTextLine = null; + Integer previousIndex = null; + for (int index = currentInfo.getIndex() + 1; index < nextIndex; index++) { + IObject content = pageContents.get(index); + if (!(content instanceof TextLine)) { + continue; + } + TextLine nextLine = (TextLine) content; + if (previousTextLine != null) { + if (isListItemLine(listItem, previousTextLine, nextLine)) { + listItem.add(previousTextLine); + pageContents.set(previousIndex, null); + } else { + previousTextLine = null; + break; + } + } + previousTextLine = nextLine; + previousIndex = index; + } + if (previousTextLine != null) { + if (isListItemLine(listItem, previousTextLine, null)) { + listItem.add(previousTextLine); + pageContents.set(previousIndex, null); + } + } + } + + private static boolean isListItemLine(ListItem listItem, TextLine currentLine, TextLine nextLine) { + TextLine listLine = listItem.getLastLine(); + if (ChunksMergeUtils.mergeLeadingProbability(listLine, currentLine) < LIST_ITEM_PROBABILITY) { + return false; + } + if (nextLine != null) { + if (Math.abs(listLine.getBaseLine() - currentLine.getBaseLine()) > + LIST_ITEM_BASELINE_DIFFERENCE * Math.abs(currentLine.getBaseLine() - nextLine.getBaseLine())) { + return false; + } + } + if (listItem.getLinesNumber() > 1) { + TextAlignment alignment = ChunksMergeUtils.getAlignment(listLine, currentLine); + if (alignment != TextAlignment.JUSTIFY && alignment != TextAlignment.LEFT) { + return false; + } + } else { + double maxXGap = getMaxXGap(listLine.getFontSize()); + if (currentLine.getLeftX() < listLine.getLeftX() - maxXGap) { + return false; + } + } + if (BulletedParagraphUtils.isLabeledLine(currentLine)) { + return false; + } + if (currentLine.isListLine()) { + return false; + } + return true; + } + + private static double getMaxXGap(double fontSize) { + return fontSize * LIST_ITEM_X_INTERVAL_RATIO; + } + + public static List processListsFromTextNodes(List contents) { + List textNodes = new ArrayList<>(); + List textNodesIndexes = new ArrayList<>(); + for (int index = 0; index < contents.size(); index++) { + IObject content = contents.get(index); + if (content instanceof SemanticTextNode) { + textNodes.add((SemanticTextNode) content); + textNodesIndexes.add(index); + } + } + List textChildrenInfo = calculateTextChildrenInfo(textNodes); + List nodes = new LinkedList<>(textNodes); + Set intervals = ListUtils.getChildrenListIntervals(ListLabelsUtils.getListItemsIntervals(textChildrenInfo), nodes); + for (ListInterval interval : intervals) { + updateListInterval(interval, textNodesIndexes); + TextListInterval textListInterval = new TextListInterval(interval); + if (!isCorrectList(textListInterval)) { + continue; + } + textListInterval.setCommonSuffixLengthToAllInfos(); + PDFList list = calculateList(textListInterval, 0, interval.getNumberOfListItems() - 1, contents); + for (ListItem listItem : list.getListItems()) { + processTextNodeListItemContent(listItem.getContents()); + } + } + return DocumentProcessor.removeNullObjectsFromList(contents); + } + + private static List calculateTextChildrenInfo(List textNodes) { + List textChildrenInfo = new ArrayList<>(textNodes.size()); + for (int i = 0; i < textNodes.size(); i++) { + SemanticTextNode textNode = textNodes.get(i); + if (textNode.isSpaceNode() || textNode.isEmpty()) { + continue; + } + TextLine line = textNode.getFirstNonSpaceLine(); + TextLine secondLine = textNode.getNonSpaceLine(1); + textChildrenInfo.add(new ListItemTextInfo(i, textNode.getSemanticType(), + line, line.getValue(), secondLine == null)); + } + return textChildrenInfo; + } + + private static void updateListInterval(ListInterval interval, List textNodesIndexes) { + for (ListItemInfo itemInfo : interval.getListItemsInfos()) { + itemInfo.setIndex(textNodesIndexes.get(itemInfo.getIndex())); + } + } + + private static boolean isCorrectList(TextListInterval interval) {//move inside arabic numeration detection + return !isDoubles(interval); + } + + private static boolean isDoubles(TextListInterval interval) { + for (ListItemTextInfo listItemTextInfo : interval.getListItemsInfos()) { + if (listItemTextInfo != null) { + if (!listItemTextInfo.getListItemValue().getValue().matches("^\\d+\\.\\d+$")) { + return false; + } + } else { + return false; + } + } + return true; + } + + public static void checkNeighborLists(List> contents) { + PDFList previousList = null; + SemanticTextNode middleContent = null; + for (List pageContents : contents) { + DocumentProcessor.setIndexesForContentsList(pageContents); + for (IObject content : pageContents) { + if (content instanceof PDFList) { + PDFList currentList = (PDFList) content; + if (previousList != null) { + if (previousList.getNextList() == null && currentList.getPreviousList() == null) { + if (isNeighborLists(previousList, currentList, middleContent)) { + if (middleContent != null) { + addMiddleContentToList(previousList, currentList, middleContent, pageContents); + } + if (Objects.equals(previousList.getPageNumber(), currentList.getPageNumber()) && + BoundingBox.areHorizontalOverlapping(previousList.getBoundingBox(), currentList.getBoundingBox())) { + previousList.add(currentList); + pageContents.set(currentList.getIndex(), null); + currentList = null; + } else { + PDFList.setListConnected(previousList, currentList); + } + } + } else if (Objects.equals(previousList.getNextListId(), currentList.getRecognizedStructureId())) { + if (middleContent != null && isMiddleContentPartOfList(previousList, middleContent, currentList)) { + addMiddleContentToList(previousList, currentList, middleContent, pageContents); + } + } + } + if (currentList != null) { + previousList = currentList; + } + middleContent = null; + } else { + if (!HeaderFooterProcessor.isHeaderOrFooter(content) && + !(content instanceof LineChunk) && !(content instanceof LineArtChunk) && + !(content instanceof ImageChunk)) { + if (middleContent == null && content instanceof SemanticTextNode) { + middleContent = (SemanticTextNode) content; + } else { + middleContent = null; + previousList = null; + } + } + } + } + } + contents.replaceAll(DocumentProcessor::removeNullObjectsFromList); + } + + private static void addMiddleContentToList(PDFList previousList, PDFList currentList, SemanticTextNode middleContent, List pageContents) { + ListItem lastListItem = previousList.getLastListItem(); + if (Objects.equals(lastListItem.getPageNumber(), middleContent.getPageNumber()) && + BoundingBox.areHorizontalOverlapping(lastListItem.getBoundingBox(), middleContent.getBoundingBox())) { + for (TextColumn textColumn : middleContent.getColumns()) { + lastListItem.add(textColumn.getLines()); + } + previousList.getBoundingBox().union(middleContent.getBoundingBox()); + pageContents.set(middleContent.getIndex(), null); + } else { + if (middleContent.getTopY() > currentList.getTopY()) { + addFirstLBodyToList(currentList, middleContent); + pageContents.set(middleContent.getIndex(), null); + } + } + } + + private static void addFirstLBodyToList(PDFList currentList, SemanticTextNode middleContent) { + ListItem listItem = new ListItem(new BoundingBox(), middleContent.getRecognizedStructureId()); + for (TextColumn textColumn : middleContent.getColumns()) { + listItem.add(textColumn.getLines()); + } + currentList.add(0, listItem); + } + + public static boolean isNeighborLists(PDFList previousList, PDFList currentList, SemanticTextNode middleContent) { + List textChildrenInfo = getTextChildrenInfosForNeighborLists(previousList, currentList); + Set listIntervals = ListLabelsUtils.getListItemsIntervals(textChildrenInfo); + if (listIntervals.size() != 1) { + return false; + } + ListInterval interval = listIntervals.iterator().next(); + if (interval.getNumberOfListItems() != textChildrenInfo.size()) { + return false; + } + if (middleContent != null && !isMiddleContentPartOfList(previousList, middleContent, currentList)) { + return false; + } + return true; + } + + private static boolean isMiddleContentPartOfList(PDFList previousList, SemanticTextNode middleContent, PDFList currentList) { + if (middleContent.getLeftX() < currentList.getLeftX()) { + return false; + } + if (!Objects.equals(middleContent.getPageNumber(), currentList.getPageNumber())) { + return false; + } + for (ListItem listItem : currentList.getListItems()) { + if (listItem.getLinesNumber() > 1) { + double xInterval = getMaxXGap(Math.max(listItem.getFontSize(), middleContent.getFontSize())); + if (!NodeUtils.areCloseNumbers(listItem.getSecondLine().getLeftX(), middleContent.getLeftX(), xInterval)) { + return false; + } + break; + } + } + return true; + } + + private static List getTextChildrenInfosForNeighborLists(PDFList previousList, PDFList currentList) { + List textChildrenInfo = new ArrayList<>(4); + if (previousList.getNumberOfListItems() > 1) { + textChildrenInfo.add(createListItemTextInfoFromListItem(0, previousList.getPenultListItem())); + } + textChildrenInfo.add(createListItemTextInfoFromListItem(1, previousList.getLastListItem())); + textChildrenInfo.add(createListItemTextInfoFromListItem(2, currentList.getFirstListItem())); + if (currentList.getNumberOfListItems() > 1) { + textChildrenInfo.add(createListItemTextInfoFromListItem(3, currentList.getSecondListItem())); + } + return textChildrenInfo; + } + + private static ListItemTextInfo createListItemTextInfoFromListItem(int index, ListItem listItem) { + TextLine line = listItem.getFirstLine(); + return new ListItemTextInfo(index, SemanticType.LIST_ITEM, line, line.getValue(), listItem.getLinesNumber() == 1); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/PDFStreamWriter.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/PDFStreamWriter.java new file mode 100644 index 0000000..b22de3d --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/PDFStreamWriter.java @@ -0,0 +1,102 @@ +package org.opendataloader.pdf.processors; + +import org.apache.pdfbox.io.IOUtils; +import org.verapdf.as.ASAtom; +import org.verapdf.cos.*; +import org.verapdf.operator.InlineImageOperator; +import org.verapdf.operator.Operator; +import org.verapdf.parser.Operators; + +import java.io.ByteArrayOutputStream; +import java.io.IOException; +import java.io.OutputStream; +import java.io.PrintWriter; +import java.util.List; +import java.util.Map; + +public class PDFStreamWriter { + + public PDFStreamWriter() { + + } + + public byte[] write(List tokens) throws IOException { + try (ByteArrayOutputStream out = new ByteArrayOutputStream(); + PrintWriter printWriter = new PrintWriter(out)) { + for (Object rawToken : tokens) { + write(rawToken, printWriter, out); + } + return out.toByteArray(); + } + } + + private void write(Object rawToken, PrintWriter printWriter, OutputStream out) throws IOException { + if (rawToken instanceof COSArray) { + out.write("[".getBytes()); + for (COSObject item : (COSArray) rawToken) { + write(item.getDirectBase(), printWriter, out); + } + out.write("]".getBytes()); + out.write(" ".getBytes()); + } else if (rawToken instanceof COSDictionary) { + out.write("<<".getBytes()); + for (Map.Entry item : ((COSDictionary)rawToken).getEntrySet()) { + out.write(item.getKey().toString().getBytes()); + out.write(" ".getBytes()); + write(item.getValue(), printWriter, out); + } + out.write(">>".getBytes()); + out.write(" ".getBytes()); + } else if (rawToken instanceof COSString) { + COSString string = (COSString) rawToken; + if (string.isHexadecimal()) { + out.write("<".getBytes()); + out.write(string.getHexString().getBytes()); + out.write(">".getBytes()); + out.write(" ".getBytes()); + } else { + out.write("(".getBytes()); + byte[] bytes = ((COSString) rawToken).get(); + for (byte currentByte : bytes) { + if (currentByte == 40 || currentByte == 41 || currentByte == 92) { + out.write('\\'); + } + if (currentByte == 13) { + out.write('\\'); + out.write('r'); + } else { + out.write(currentByte); + } + } + out.write(")".getBytes()); + out.write(" ".getBytes()); + } + } else if (rawToken instanceof COSBoolean) { + out.write(((COSBoolean) rawToken).getBoolean().toString().getBytes()); + out.write(" ".getBytes()); + } else if (rawToken instanceof COSBase) { + out.write(rawToken.toString().getBytes()); + out.write(" ".getBytes()); + } else if (rawToken instanceof COSObject) { + write(((COSObject) rawToken).getDirectBase(), printWriter, out); + } else if (rawToken instanceof Operator) { + Operator operator = (Operator) rawToken; + out.write(((Operator) rawToken).getOperator().getBytes()); + out.write("\n".getBytes()); + if (Operators.BI.equals(operator.getOperator())) { + InlineImageOperator inlineImageOperator = (InlineImageOperator) operator; + for (Map.Entry item : inlineImageOperator.getImageParameters().getEntrySet()) { + out.write(item.getKey().toString().getBytes()); + out.write(" ".getBytes()); + write(item.getValue(), printWriter, out); + } + out.write(Operators.ID.getBytes()); + out.write("\n".getBytes()); + IOUtils.copy(inlineImageOperator.getImageData(), out); + out.write("\n".getBytes()); + out.write(Operators.EI.getBytes()); + out.write("\n".getBytes()); + } + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ParagraphProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ParagraphProcessor.java new file mode 100644 index 0000000..e2b4400 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ParagraphProcessor.java @@ -0,0 +1,542 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.utils.BulletedParagraphUtils; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.TextBlock; +import org.verapdf.wcag.algorithms.entities.content.TextColumn; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.TextAlignment; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.CaptionUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.ChunksMergeUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.TextChunkUtils; + +import java.util.*; + +public class ParagraphProcessor { + + public static final double DIFFERENT_LINES_PROBABILITY = 0.75; + + public static List processParagraphs(List contents) { + DocumentProcessor.setIndexesForContentsList(contents); + List blocks = new ArrayList<>(); + for (IObject content : contents) { + if (content instanceof TextLine) { + blocks.add(new TextBlock((TextLine) content)); + } + } + blocks = detectParagraphsWithJustifyAlignments(blocks); + blocks = detectFirstAndLastLinesOfParagraphsWithJustifyAlignments(blocks); + blocks = detectParagraphsWithLeftAlignments(blocks, true); + blocks = detectParagraphsWithLeftAlignments(blocks, false); + blocks = detectFirstLinesOfParagraphWithLeftAlignments(blocks); + blocks = detectParagraphsWithCenterAlignments(blocks); + blocks = detectParagraphsWithRightAlignments(blocks); + blocks = detectTwoLinesParagraphs(blocks); + blocks = processOtherLines(blocks); + return getContentsWithDetectedParagraphs(contents, blocks); + } + + private static List getContentsWithDetectedParagraphs(List contents, List blocks) { + List newContents = new ArrayList<>(); + Iterator iterator = blocks.iterator(); + TextBlock currentBlock = iterator.hasNext() ? iterator.next() : null; + Integer currentIndex = currentBlock != null ? currentBlock.getFirstLine().getIndex() : null; + for (int index = 0; index < contents.size(); index++) { + IObject content = contents.get(index); + if (!(content instanceof TextLine)) { + newContents.add(content); + } else if (Objects.equals(currentIndex, index)) { + newContents.add(createParagraphFromTextBlock(currentBlock)); + currentBlock = iterator.hasNext() ? iterator.next() : null; + currentIndex = currentBlock != null ? currentBlock.getFirstLine().getIndex() : null; + } + } + return newContents; + } + + private static List detectParagraphsWithJustifyAlignments(List textBlocks) { + List newBlocks = new ArrayList<>(); + if (!textBlocks.isEmpty()) { + newBlocks.add(textBlocks.get(0)); + } + if (textBlocks.size() > 1) { + for (int i = 1; i < textBlocks.size(); i++) { + TextBlock previousBlock = newBlocks.get(newBlocks.size() - 1); + TextBlock nextBlock = textBlocks.get(i); + TextAlignment textAlignment = ChunksMergeUtils.getAlignment(previousBlock.getLastLine(), nextBlock.getFirstLine()); + double probability = getDifferentLinesProbability(previousBlock, nextBlock, false, false); + if (textAlignment == TextAlignment.JUSTIFY && probability > DIFFERENT_LINES_PROBABILITY && + areTextBlocksHaveSameTextSize(previousBlock, nextBlock)) { + previousBlock.add(nextBlock.getLines()); + previousBlock.setTextAlignment(TextAlignment.JUSTIFY); + } else { + newBlocks.add(nextBlock); + } + } + } + return newBlocks; + } + + private static List detectParagraphsWithCenterAlignments(List textBlocks) { + List newBlocks = new ArrayList<>(); + if (!textBlocks.isEmpty()) { + newBlocks.add(textBlocks.get(0)); + } + if (textBlocks.size() > 1) { + for (int i = 1; i < textBlocks.size(); i++) { + TextBlock previousBlock = newBlocks.get(newBlocks.size() - 1); + TextBlock nextBlock = textBlocks.get(i); + if (areLinesOfParagraphsWithCenterAlignments(previousBlock, nextBlock)) { + previousBlock.add(nextBlock.getLines()); + previousBlock.setTextAlignment(TextAlignment.CENTER); + } else { + newBlocks.add(nextBlock); + } + } + } + return newBlocks; + } + + private static boolean areLinesOfParagraphsWithCenterAlignments(TextBlock previousBlock, TextBlock nextBlock) { + TextAlignment textAlignment = ChunksMergeUtils.getAlignment(previousBlock.getLastLine(), nextBlock.getFirstLine()); + if (textAlignment != TextAlignment.CENTER) { + return false; + } + double probability = getDifferentLinesProbability(previousBlock, nextBlock, true, false); + if (probability < DIFFERENT_LINES_PROBABILITY) { + return false; + } + if (!areTextBlocksHaveSameTextSize(previousBlock, nextBlock)) { + return false; + } + return true; + } + + private static List detectFirstAndLastLinesOfParagraphsWithJustifyAlignments(List textBlocks) { + List newBlocks = new ArrayList<>(); + if (!textBlocks.isEmpty()) { + newBlocks.add(textBlocks.get(0)); + } + if (textBlocks.size() > 1) { + for (int i = 1; i < textBlocks.size(); i++) { + TextBlock previousBlock = newBlocks.get(newBlocks.size() - 1); + TextBlock nextBlock = textBlocks.get(i); + TextAlignment textAlignment = ChunksMergeUtils.getAlignment(previousBlock.getLastLine(), nextBlock.getFirstLine()); + double probability = getDifferentLinesProbability(previousBlock, nextBlock, false, false); + if (isFirstLineOfBlock(previousBlock, nextBlock, textAlignment, probability)) { + previousBlock.add(nextBlock.getLines()); + previousBlock.setTextAlignment(TextAlignment.JUSTIFY); + previousBlock.setHasStartLine(true); + previousBlock.setHasEndLine(nextBlock.isHasEndLine()); + } else if (isLastLineOfBlock(previousBlock, nextBlock, textAlignment, probability)) { + previousBlock.add(nextBlock.getLines()); + previousBlock.setHasEndLine(true); + } else { + newBlocks.add(nextBlock); + } + } + } + return newBlocks; + } + + private static List detectParagraphsWithLeftAlignments(List textBlocks, boolean checkStyle) { + List newBlocks = new ArrayList<>(); + if (!textBlocks.isEmpty()) { + newBlocks.add(textBlocks.get(0)); + } + if (textBlocks.size() > 1) { + for (int i = 1; i < textBlocks.size(); i++) { + TextBlock previousBlock = newBlocks.get(newBlocks.size() - 1); + TextBlock nextBlock = textBlocks.get(i); + if (areLinesOfParagraphsWithLeftAlignments(previousBlock, nextBlock, checkStyle)) { + previousBlock.add(nextBlock.getLines()); + previousBlock.setTextAlignment(TextAlignment.LEFT); + previousBlock.setHasEndLine(false); + } else { + newBlocks.add(nextBlock); + } + } + } + return newBlocks; + } + + private static boolean areLinesOfParagraphsWithRightAlignments(TextBlock previousBlock, TextBlock nextBlock) { + TextAlignment textAlignment = ChunksMergeUtils.getAlignment(previousBlock.getLastLine(), nextBlock.getFirstLine()); + if (textAlignment != TextAlignment.RIGHT) { + return false; + } + double probability = getDifferentLinesProbability(previousBlock, nextBlock, false, false); + if (probability < DIFFERENT_LINES_PROBABILITY) { + return false; + } + if (previousBlock.getLinesNumber() != 1 && previousBlock.getTextAlignment() != TextAlignment.RIGHT) { + return false; + } + if (!areTextBlocksHaveSameTextSize(previousBlock, nextBlock)) { + return false; + } + if (nextBlock.getLinesNumber() != 1 && nextBlock.getTextAlignment() != TextAlignment.RIGHT) { + return false; + } + return true; + } + + private static boolean areLinesOfParagraphsWithLeftAlignments(TextBlock previousBlock, TextBlock nextBlock, boolean checkStyle) { + TextAlignment textAlignment = ChunksMergeUtils.getAlignment(previousBlock.getLastLine(), nextBlock.getFirstLine()); + if (textAlignment != TextAlignment.LEFT) { + return false; + } + boolean haveSameStyle = TextChunkUtils.areTextChunksHaveSameStyle(previousBlock.getLastLine().getFirstTextChunk(), + nextBlock.getFirstLine().getFirstTextChunk()); + if (checkStyle && !haveSameStyle) { + return false; + } + if (!areTextBlocksHaveSameTextSize(previousBlock, nextBlock)) { + return false; + } + if (BulletedParagraphUtils.isLabeledLine(nextBlock.getFirstLine())) { + return false; + } + boolean areShouldBeCloseLines = false; + if (previousBlock.getLinesNumber() != 1) { + if (previousBlock.getTextAlignment() == TextAlignment.JUSTIFY) { + if (!haveSameStyle) { + return false; + } + areShouldBeCloseLines = true; + } else if (previousBlock.getTextAlignment() != TextAlignment.LEFT) { + return false; + } + } + if (nextBlock.getLinesNumber() != 1) { + if (nextBlock.getTextAlignment() == TextAlignment.JUSTIFY) { + if (!haveSameStyle) { + return false; + } + areShouldBeCloseLines = true; + } else if (nextBlock.getTextAlignment() != TextAlignment.LEFT) { + return false; + } + } + double probability = getDifferentLinesProbability(previousBlock, nextBlock, true, areShouldBeCloseLines); + if (probability < DIFFERENT_LINES_PROBABILITY) { + return false; + } + return true; + } + + private static List detectFirstLinesOfParagraphWithLeftAlignments(List textBlocks) { + List newBlocks = new ArrayList<>(); + if (!textBlocks.isEmpty()) { + newBlocks.add(textBlocks.get(0)); + } + if (textBlocks.size() > 1) { + for (int i = 1; i < textBlocks.size(); i++) { + TextBlock previousBlock = newBlocks.get(newBlocks.size() - 1); + TextBlock nextBlock = textBlocks.get(i); + if (isFirstLineOfParagraphWithLeftAlignment(previousBlock, nextBlock)) { + previousBlock.add(nextBlock.getLines()); + previousBlock.setTextAlignment(TextAlignment.LEFT); + previousBlock.setHasStartLine(true); + } else { + newBlocks.add(nextBlock); + } + } + } + return newBlocks; + } + + private static boolean isFirstLineOfParagraphWithLeftAlignment(TextBlock previousBlock, TextBlock nextBlock) { + double probability = getDifferentLinesProbability(previousBlock, nextBlock, false, false); + if (previousBlock.getLinesNumber() != 1) { + return false; + } + if (probability < DIFFERENT_LINES_PROBABILITY) { + return false; + } + if (!areTextBlocksHaveSameTextSize(previousBlock, nextBlock)) { + return false; + } + if (BulletedParagraphUtils.isLabeledLine(nextBlock.getFirstLine())) { + return false; + } + if (nextBlock.isHasStartLine()) { + return false; + } + if (nextBlock.getTextAlignment() != TextAlignment.LEFT) { + return false; + } + if (!CaptionUtils.areOverlapping(previousBlock.getLastLine(), nextBlock.getFirstLine().getBoundingBox())) { + return false; + } + return true; + } + + private static List detectTwoLinesParagraphs(List textBlocks) { + List newBlocks = new ArrayList<>(); + if (!textBlocks.isEmpty()) { + newBlocks.add(textBlocks.get(0)); + } + if (textBlocks.size() > 1) { + for (int i = 1; i < textBlocks.size(); i++) { + TextBlock previousBlock = newBlocks.get(newBlocks.size() - 1); + TextBlock nextBlock = textBlocks.get(i); + if (isTwoLinesParagraph(previousBlock, nextBlock)) { + previousBlock.add(nextBlock.getLines()); + previousBlock.setTextAlignment(TextAlignment.LEFT); + previousBlock.setHasStartLine(true); + previousBlock.setHasEndLine(true); + } else { + newBlocks.add(nextBlock); + } + } + } + return newBlocks; + } + + private static boolean isTwoLinesParagraph(TextBlock previousBlock, TextBlock nextBlock) { + if (previousBlock.getLinesNumber() != 1 || nextBlock.getLinesNumber() != 1) { + return false; + } + double probability = getDifferentLinesProbability(previousBlock, nextBlock, false, false); + if (probability < DIFFERENT_LINES_PROBABILITY) { + return false; + } + if (!areTextBlocksHaveSameTextSize(previousBlock, nextBlock)) { + return false; + } + if (BulletedParagraphUtils.isLabeledLine(nextBlock.getFirstLine())) { + return false; + } + if (previousBlock.getLastLine().getLeftX() < nextBlock.getFirstLine().getLeftX() || + previousBlock.getLastLine().getRightX() < nextBlock.getFirstLine().getRightX()) { + return false; + } + return true; + } + + private static boolean isFirstLineOfBulletedParagraphWithLeftAlignment(TextBlock previousBlock, TextBlock nextBlock) { + double probability = getDifferentLinesProbability(previousBlock, nextBlock, false, false); + if (probability < DIFFERENT_LINES_PROBABILITY) { + return false; + } + if (previousBlock.getLinesNumber() != 1) { + return false; + } + if (nextBlock.isHasStartLine()) { + return false; + } + if (BulletedParagraphUtils.isLabeledLine(nextBlock.getFirstLine())) { + return false; + } + if (!BulletedParagraphUtils.isLabeledLine(previousBlock.getFirstLine())) { + return false; + } + if (previousBlock.getLastLine().getLeftX() > nextBlock.getFirstLine().getLeftX()) { + return false; + } + if (nextBlock.getTextAlignment() != TextAlignment.LEFT && nextBlock.getLinesNumber() != 1) { + return false; + } + if (!CaptionUtils.areOverlapping(previousBlock.getLastLine(), nextBlock.getFirstLine().getBoundingBox())) { + return false; + } + return true; + } + + private static List detectParagraphsWithRightAlignments(List textBlocks) { + List newBlocks = new ArrayList<>(); + if (!textBlocks.isEmpty()) { + newBlocks.add(textBlocks.get(0)); + } + if (textBlocks.size() > 1) { + for (int i = 1; i < textBlocks.size(); i++) { + TextBlock previousBlock = newBlocks.get(newBlocks.size() - 1); + TextBlock nextBlock = textBlocks.get(i); + if (areLinesOfParagraphsWithRightAlignments(previousBlock, nextBlock)) { + previousBlock.add(nextBlock.getLines()); + previousBlock.setTextAlignment(TextAlignment.RIGHT); + } else { + newBlocks.add(nextBlock); + } + } + } + return newBlocks; + } + + private static List detectBulletedParagraphsWithLeftAlignments(List textBlocks) { + List newBlocks = new ArrayList<>(); + if (!textBlocks.isEmpty()) { + newBlocks.add(textBlocks.get(0)); + } + if (textBlocks.size() > 1) { + for (int i = 1; i < textBlocks.size(); i++) { + TextBlock previousBlock = newBlocks.get(newBlocks.size() - 1); + TextBlock nextBlock = textBlocks.get(i); + if (isFirstLineOfBulletedParagraphWithLeftAlignment(previousBlock, nextBlock)) { + previousBlock.add(nextBlock.getLines()); + previousBlock.setTextAlignment(TextAlignment.LEFT); + previousBlock.setHasStartLine(true); + } else { + newBlocks.add(nextBlock); + } + } + } + return newBlocks; + } + + private static List processOtherLines(List textBlocks) { + List newBlocks = new ArrayList<>(); + if (!textBlocks.isEmpty()) { + newBlocks.add(textBlocks.get(0)); + } + if (textBlocks.size() > 1) { + for (int i = 1; i < textBlocks.size(); i++) { + TextBlock previousBlock = newBlocks.get(newBlocks.size() - 1); + TextBlock nextBlock = textBlocks.get(i); + if (isOneParagraph(previousBlock, nextBlock)) { + previousBlock.add(nextBlock.getLines()); + } else { + newBlocks.add(nextBlock); + } + } + } + return newBlocks; + } + + private static boolean isOneParagraph(TextBlock previousBlock, TextBlock nextBlock) { + if (!areCloseStyle(previousBlock, nextBlock)) { + return false; + } + double probability = getDifferentLinesProbability(previousBlock, nextBlock, false, false); + if (probability < DIFFERENT_LINES_PROBABILITY) { + return false; + } + if (!areTextBlocksHaveSameTextSize(previousBlock, nextBlock)) { + return false; + } + if (BulletedParagraphUtils.isLabeledLine(nextBlock.getFirstLine())) { + return false; + } + if (!CaptionUtils.areOverlapping(previousBlock.getLastLine(), nextBlock.getFirstLine().getBoundingBox())) { + return false; + } + if (previousBlock.getLinesNumber() != 1 && previousBlock.getTextAlignment() != null) { + return false; + } + if (nextBlock.getLinesNumber() != 1 && nextBlock.getTextAlignment() != null) { + return false; + } + return true; + } + + private static boolean isFirstLineOfBlock(TextBlock previousBlock, TextBlock nextBlock, TextAlignment textAlignment, + double probability) { + if (previousBlock.getLinesNumber() != 1) { + return false; + } + if (textAlignment != TextAlignment.RIGHT) { + return false; + } + if (!areTextBlocksHaveSameTextSize(previousBlock, nextBlock)) { + return false; + } + if (nextBlock.getTextAlignment() != TextAlignment.JUSTIFY) { + return false; + } + if (nextBlock.isHasStartLine()) { + return false; + } + if (probability < DIFFERENT_LINES_PROBABILITY) { + return false; + } + return true; + } + + private static boolean isLastLineOfBlock(TextBlock previousBlock, TextBlock nextBlock, TextAlignment textAlignment, + double probability) { + if (nextBlock.getLinesNumber() != 1) { + return false; + } + if (textAlignment != TextAlignment.LEFT) { + return false; + } + if (!areTextBlocksHaveSameTextSize(previousBlock, nextBlock)) { + return false; + } + if (previousBlock.getTextAlignment() != TextAlignment.JUSTIFY) { + return false; + } + if (previousBlock.isHasEndLine()) { + return false; + } + if (probability < DIFFERENT_LINES_PROBABILITY) { + return false; + } + return true; + } + + public static SemanticParagraph createParagraphFromTextBlock(TextBlock textBlock) { + SemanticParagraph textParagraph = new SemanticParagraph(); + textParagraph.getColumns().add(new TextColumn()); + textParagraph.getLastColumn().getBlocks().add(textBlock); + textParagraph.setBoundingBox(textBlock.getBoundingBox()); + textParagraph.setCorrectSemanticScore(1.0); + textParagraph.setHiddenText(textBlock.isHiddenText()); + return textParagraph; + } + + private static double getDifferentLinesProbability(TextBlock previousBlock, TextBlock nextBlock, + boolean areSupportNotSingleLines, boolean areShouldBeCloseLines) { + if (previousBlock.isHiddenText() != nextBlock.isHiddenText()) { + return 0; + } + if (previousBlock.getLinesNumber() == 1 && nextBlock.getLinesNumber() == 1) { + return ChunksMergeUtils.mergeLeadingProbability(previousBlock.getLastLine(), nextBlock.getFirstLine()); + } + if (previousBlock.getLinesNumber() == 1) { + return ChunksMergeUtils.mergeLeadingProbability(previousBlock.getLastLine(), nextBlock, areShouldBeCloseLines); + } + if (nextBlock.getLinesNumber() == 1) { + return ChunksMergeUtils.mergeLeadingProbability(previousBlock, nextBlock.getFirstLine(), areShouldBeCloseLines); + } + if (areSupportNotSingleLines) { + return ChunksMergeUtils.mergeLeadingProbability(previousBlock, nextBlock); + } + return 0; + } + + private static boolean areCloseStyle(TextBlock previousBlock, TextBlock nextBlock) { + return NodeUtils.areCloseNumbers(previousBlock.getFontSize(), nextBlock.getFontSize(), 1e-1) && + NodeUtils.areCloseNumbers(previousBlock.getFirstLine().getFirstTextChunk().getFontWeight(), + nextBlock.getFirstLine().getFirstTextChunk().getFontWeight(), 1e-1); + } + + private static boolean areTextBlocksHaveSameTextSize(TextBlock firstBlock, TextBlock secondBlock) { + for (Double textSize1 : firstBlock.getTextSizes()) { + for (Double textSize2 : secondBlock.getTextSizes()) { + if (NodeUtils.areCloseNumbers(textSize1, textSize2)) { + return true; + } + } + } + return false; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ProcessingResult.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ProcessingResult.java new file mode 100644 index 0000000..19e87c8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ProcessingResult.java @@ -0,0 +1,80 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import com.fasterxml.jackson.databind.JsonNode; + +/** + * Result of {@link DocumentProcessor#processFile} containing optional metadata + * collected during processing. + * + *

    Currently carries hybrid-server pipeline timings when hybrid mode is used. + * The timings JSON has the structure: + * 

    {
+ *   "layout":          {"total_s": 1.2, "avg_s": 0.12, "count": 10},
+ *   "ocr":             {"total_s": 2.1, "avg_s": 0.21, "count": 10},
+ *   "table_structure":  {"total_s": 0.8, "avg_s": 0.40, "count": 2},
+ *   "doc_enrich":       {"total_s": 5.3, "avg_s": 5.30, "count": 1},
+ *   ...
+ * }
    + */ +public class ProcessingResult { + + private static final ProcessingResult EMPTY = new ProcessingResult(null, 0, 0); + + private final JsonNode hybridTimings; + private final long extractionNs; + private final long outputNs; + + public ProcessingResult(JsonNode hybridTimings, long extractionNs, long outputNs) { + this.hybridTimings = hybridTimings; + this.extractionNs = extractionNs; + this.outputNs = outputNs; + } + + /** Returns an empty result. */ + public static ProcessingResult empty() { + return EMPTY; + } + + /** + * Per-step pipeline timings from the hybrid server, or {@code null} if + * hybrid mode was not used or the server did not return timings. + */ + public JsonNode getHybridTimings() { + return hybridTimings; + } + + /** Time spent on data extraction (parsing + layout analysis + content extraction), in nanoseconds. */ + public long getExtractionNs() { + return extractionNs; + } + + /** Time spent on output generation (auto-tagging + JSON/MD/HTML export), in nanoseconds. */ + public long getOutputNs() { + return outputNs; + } + + /** Extraction time in milliseconds. */ + public long getExtractionMs() { + return extractionNs / 1_000_000; + } + + /** Output generation time in milliseconds. */ + public long getOutputMs() { + return outputNs / 1_000_000; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/SpecialTableProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/SpecialTableProcessor.java new file mode 100644 index 0000000..b44a873 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/SpecialTableProcessor.java @@ -0,0 +1,100 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.util.ArrayList; +import java.util.List; + +public class SpecialTableProcessor { + + private static final String KOREAN_TABLE_REGEX = "\\(?(수신|경유|제목)\\)?.*"; + + public static List detectSpecialTables(List contents) { + detectSpecialKoreanTables(contents); + return DocumentProcessor.removeNullObjectsFromList(contents); + } + + private static void detectSpecialKoreanTables(List contents) { + List lines = new ArrayList<>(); + Integer index = null; + for (int currentIndex = 0; currentIndex < contents.size(); currentIndex++) { + IObject content = contents.get(currentIndex); + if (content instanceof TextLine) { + TextLine line = ((TextLine) content); + if (line.getValue().matches(KOREAN_TABLE_REGEX)) { + lines.add(line); + contents.set(currentIndex, null); + if (index == null) { + index = currentIndex; + } + } else if (!lines.isEmpty()) { + contents.set(index, detectSpecialKoreanTable(lines)); + lines.clear(); + } + } else if (!lines.isEmpty()) { + contents.set(index, detectSpecialKoreanTable(lines)); + lines.clear(); + } + } + if (!lines.isEmpty()) { + contents.set(index, detectSpecialKoreanTable(lines)); + } + } + + private static TableBorder detectSpecialKoreanTable(List lines) { + TableBorder table = new TableBorder(lines.size(), 2); + for (int rowNumber = 0; rowNumber < lines.size(); rowNumber++) { + TextLine line = lines.get(rowNumber); + BoundingBox box = line.getBoundingBox(); + int index = line.getValue().indexOf(":"); + boolean isOneCellRow = index == -1; + TableBorderRow tableBorderRow = new TableBorderRow(rowNumber, 2, null); + table.getRows()[rowNumber] = tableBorderRow; + if (isOneCellRow) { + TableBorderCell tableBorderCell = new TableBorderCell(rowNumber, 0, 1, 2, null); + tableBorderCell.setSemanticType(SemanticType.TABLE_CELL); + tableBorderCell.addContentObject(line); + tableBorderCell.setBoundingBox(box); + tableBorderRow.getCells()[0] = tableBorderCell; + tableBorderRow.getCells()[1] = tableBorderCell; + } else { + TableBorderCell cell1 = new TableBorderCell(rowNumber, 0, 1, 1, null); + cell1.setSemanticType(SemanticType.TABLE_CELL); + TextLine line1 = new TextLine(line, 0, index - 1); + cell1.addContentObject(line1); + cell1.setBoundingBox(line1.getBoundingBox()); + tableBorderRow.getCells()[0] = cell1; + TableBorderCell cell2 = new TableBorderCell(rowNumber, 1, 1, 1, null); + cell2.setSemanticType(SemanticType.TABLE_CELL); + TextLine line2 = new TextLine(line, index + 1, line.getValue().length()); + cell2.addContentObject(line2); + cell2.setBoundingBox(line2.getBoundingBox()); + tableBorderRow.getCells()[1] = cell2; + } + tableBorderRow.setBoundingBox(box); + table.getBoundingBox().union(box); + } + return TableBorderProcessor.normalizeAndProcessTableBorder(new ArrayList<>(lines), table, table.getPageNumber()); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableBorderProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableBorderProcessor.java new file mode 100644 index 0000000..8897ecf --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableBorderProcessor.java @@ -0,0 +1,253 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.TextChunkUtils; + +import java.util.ArrayList; +import java.util.HashMap; +import java.util.LinkedHashSet; +import java.util.List; +import java.util.Map; +import java.util.Set; + +public class TableBorderProcessor { + + private static final double LINE_ART_PERCENT = 0.9; + private static final double NEIGHBOUR_TABLE_EPSILON = 0.2; + + /** + * Maximum depth for nested table processing. + * Real-world PDFs rarely have tables nested more than 2-3 levels. + * This limit prevents stack overflow from malicious or malformed PDFs. + */ + private static final int MAX_NESTED_TABLE_DEPTH = 10; + + /** + * Thread-local counter for tracking current nesting depth. + */ + private static final ThreadLocal currentDepth = ThreadLocal.withInitial(() -> 0); + + public static List processTableBorders(List contents, int pageNumber) { + // Check if TableBordersCollection exists (may be null if no borders detected during preprocessing) + if (StaticContainers.getTableBordersCollection() == null) { + return new ArrayList<>(contents); + } + + // Check depth limit to prevent stack overflow from deeply nested tables + int depth = currentDepth.get(); + if (depth >= MAX_NESTED_TABLE_DEPTH) { + // Exceeded maximum nesting depth - return contents without further table processing + return new ArrayList<>(contents); + } + + try { + currentDepth.set(depth + 1); + + List newContents = new ArrayList<>(); + Set processedTableBorders = new LinkedHashSet<>(); + for (IObject content : contents) { + TableBorder tableBorder = addContentToTableBorder(content); + if (tableBorder != null) { + if (content instanceof LineChunk && tableBorder.isOneCellTable()) { + continue; + } + if (!processedTableBorders.contains(tableBorder)) { + processedTableBorders.add(tableBorder); + newContents.add(tableBorder); + } + if (content instanceof TextChunk) { + TextChunk textChunk = (TextChunk) content; + TextChunk textChunkPart = getTextChunkPartBeforeTable(textChunk, tableBorder); + if (textChunkPart != null && !textChunkPart.isEmpty() && !textChunkPart.isWhiteSpaceChunk()) { + newContents.add(textChunkPart); + } + textChunkPart = getTextChunkPartAfterTable(textChunk, tableBorder); + if (textChunkPart != null && !textChunkPart.isEmpty() && !textChunkPart.isWhiteSpaceChunk()) { + newContents.add(textChunkPart); + } + } + } else { + newContents.add(content); + } + } + Map normalizedTables = new HashMap<>(); + for (TableBorder border : processedTableBorders) { + StaticContainers.getTableBordersCollection().removeTableBorder(border, pageNumber); + TableBorder normalizedTable = normalizeAndProcessTableBorder(contents, border, pageNumber); + normalizedTables.put(border, normalizedTable); + // Remove the outer table while processing its contents, then restore the page index + // with the final instance so later lookups still see the normalized table. +// StaticContainers.getTableBordersCollection().getTableBorders(pageNumber).add(normalizedTable); + } + for (int index = 0; index < newContents.size(); index++) { + IObject content = newContents.get(index); + if (content instanceof TableBorder && normalizedTables.containsKey(content)) { + newContents.set(index, normalizedTables.get(content)); + } + } + return newContents; + } finally { + // Reset depth when exiting this level (clean up ThreadLocal) + if (depth == 0) { + currentDepth.remove(); + } else { + currentDepth.set(depth); + } + } + } + + private static TableBorder addContentToTableBorder(IObject content) { + if (StaticContainers.getTableBordersCollection() == null) { + return null; + } + TableBorder tableBorder = StaticContainers.getTableBordersCollection().getTableBorder(content.getBoundingBox()); + if (tableBorder != null) { + if (content instanceof LineChunk) { + return tableBorder; + } + if (content instanceof LineArtChunk && BoundingBox.areSameBoundingBoxes(tableBorder.getBoundingBox(), content.getBoundingBox())) { + return tableBorder; + } + Set tableBorderCells = tableBorder.getTableBorderCells(content); + if (!tableBorderCells.isEmpty()) { + if (tableBorderCells.size() > 1 && content instanceof TextChunk) { + TextChunk textChunk = (TextChunk) content; + for (TableBorderCell tableBorderCell : tableBorderCells) { + TextChunk currentTextChunk = getTextChunkPartForTableCell(textChunk, tableBorderCell); + if (currentTextChunk != null && !currentTextChunk.isEmpty()) { + tableBorderCell.addContentObject(currentTextChunk); + } + } + } else { + for (TableBorderCell tableBorderCell : tableBorderCells) { + if (content instanceof LineArtChunk && + tableBorderCell.getBoundingBox().getIntersectionPercent(content.getBoundingBox()) > LINE_ART_PERCENT) { + return tableBorder; + } + tableBorderCell.addContentObject(content); + break; + } + } + return tableBorder; + } + if (content instanceof LineArtChunk) { + return tableBorder; + } + } + return null; + } + + public static void processTableBorder(TableBorder tableBorder, int pageNumber) { + processTableBorderContents(tableBorder, pageNumber); + } + + static TableBorder normalizeAndProcessTableBorder(List rawPageContents, TableBorder tableBorder, int pageNumber) { + TableBorder normalizedTable = TableStructureNormalizer.normalize(rawPageContents, tableBorder); + processTableBorderContents(normalizedTable, pageNumber); + return normalizedTable; + } + + private static void processTableBorderContents(TableBorder tableBorder, int pageNumber) { + for (int rowNumber = 0; rowNumber < tableBorder.getNumberOfRows(); rowNumber++) { + TableBorderRow row = tableBorder.getRow(rowNumber); + for (int colNumber = 0; colNumber < tableBorder.getNumberOfColumns(); colNumber++) { + TableBorderCell tableBorderCell = row.getCell(colNumber); + if (tableBorderCell.getRowNumber() == rowNumber && tableBorderCell.getColNumber() == colNumber) { + tableBorderCell.setContents(processTableCellContent(tableBorderCell.getContents(), pageNumber)); + } + } + } + } + + private static List processTableCellContent(List contents, int pageNumber) { + List newContents = TableBorderProcessor.processTableBorders(contents, pageNumber); + newContents = TextLineProcessor.processTextLines(newContents); + List> contentsList = new ArrayList<>(1); + contentsList.add(newContents); + ListProcessor.processLists(contentsList, true); + newContents = contentsList.get(0); + newContents = ParagraphProcessor.processParagraphs(newContents); + newContents = ListProcessor.processListsFromTextNodes(newContents); + HeadingProcessor.processHeadings(newContents, true); + DocumentProcessor.setIDs(newContents); + CaptionProcessor.processCaptions(newContents); + contentsList.set(0, newContents); + ListProcessor.checkNeighborLists(contentsList); + newContents = contentsList.get(0); + return newContents; + } + + public static void checkNeighborTables(List> contents) { + TableBorder previousTable = null; + for (List iObjects : contents) { + for (IObject content : iObjects) { + if (content instanceof TableBorder && !((TableBorder) content).isTextBlock()) { + TableBorder currentTable = (TableBorder) content; + if (previousTable != null) { + checkNeighborTables(previousTable, currentTable); + } + previousTable = currentTable; + } else { + if (!HeaderFooterProcessor.isHeaderOrFooter(content) && + !(content instanceof LineChunk) && !(content instanceof LineArtChunk)) { + previousTable = null; + } + } + } + } + } + + private static void checkNeighborTables(TableBorder previousTable, TableBorder currentTable) { + if (currentTable.getNumberOfColumns() != previousTable.getNumberOfColumns()) { + return; + } + if (!NodeUtils.areCloseNumbers(currentTable.getWidth(), previousTable.getWidth(), NEIGHBOUR_TABLE_EPSILON)) { + return; + } + for (int columnNumber = 0; columnNumber < previousTable.getNumberOfColumns(); columnNumber++) { + TableBorderCell cell1 = previousTable.getCell(0, columnNumber); + TableBorderCell cell2 = currentTable.getCell(0, columnNumber); + if (!NodeUtils.areCloseNumbers(cell1.getWidth(), cell2.getWidth(), NEIGHBOUR_TABLE_EPSILON)) { + return; + } + } + previousTable.setNextTable(currentTable); + currentTable.setPreviousTable(previousTable); + } + + private static TextChunk getTextChunkPartForTableCell(TextChunk textChunk, TableBorderCell cell) { + return TextChunkUtils.getTextChunkPartForRange(textChunk, cell.getLeftX(), cell.getRightX(), true); + } + + public static TextChunk getTextChunkPartBeforeTable(TextChunk textChunk, TableBorder table) { + return TextChunkUtils.getTextChunkPartBeforeBoundingBox(textChunk, table.getBoundingBox()); + } + + public static TextChunk getTextChunkPartAfterTable(TextChunk textChunk, TableBorder table) { + return TextChunkUtils.getTextChunkPartAfterBoundingBox(textChunk, table.getBoundingBox()); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableOfContentsProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableOfContentsProcessor.java new file mode 100644 index 0000000..c3622ea --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableOfContentsProcessor.java @@ -0,0 +1,221 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.*; +import org.verapdf.wcag.algorithms.entities.content.*; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.tocs.TOCIInfo; +import org.verapdf.wcag.algorithms.semanticalgorithms.tocs.TOCInterval; +import org.verapdf.wcag.algorithms.semanticalgorithms.consumers.TOCDetectionConsumer; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; + +import java.util.*; + +public class TableOfContentsProcessor { + + private static final double TOC_ITEM_X_INTERVAL_RATIO = 0.3; + + private final Set pageLabels = new HashSet<>(); + + public void processTableOfContents(List> contents) { + pageLabels.clear(); + calculatePageLabels(); + List intervalsList = getTocIntervals(contents); + for (TOCInterval interval : intervalsList) { + for (TOCIInfo info : interval.getTOCItemsInfos()) { + info.getTOCItemValue().setListLine(true); + } + } + for (TOCInterval interval : intervalsList) { + Integer currentPageNumber = interval.getTOCItemsInfos().get(0).getPageNumber(); + int index = 0; + SemanticTOC previousTOC = null; + for (int i = 0; i < interval.getNumberOfTOCItems(); i++) { + TOCIInfo currentInfo = interval.getTOCItemsInfos().get(i); + if (!Objects.equals(currentInfo.getPageNumber(), currentPageNumber)) { + SemanticTOC toc = calculateTableOfContents(interval, index, i - 1, + contents.get(currentPageNumber)); + processTOC(previousTOC, toc); + currentPageNumber = currentInfo.getPageNumber(); + index = i; + previousTOC = toc; + } + } + SemanticTOC toc = calculateTableOfContents(interval, index, interval.getNumberOfTOCItems() - 1, + contents.get(currentPageNumber)); + processTOC(previousTOC, toc); + } + contents.replaceAll(DocumentProcessor::removeNullObjectsFromList); + } + + private static void processTOC(SemanticTOC previousTOC, SemanticTOC toc) { + for (IObject tocItem : toc.getTOCItems()) { + if (tocItem instanceof SemanticTOCI) { + SemanticTOCI toci = (SemanticTOCI) tocItem; + toci.setContents(processTOCItemContent(toci.getContents())); + } else { + // + } + } + if (previousTOC != null) { + SemanticTOC.setTOCConnected(previousTOC, toc); + } + } + + private void calculatePageLabels() { + for (int pageNumber = 0; pageNumber < StaticContainers.getDocument().getNumberOfPages(); pageNumber++) { + String pageLabel = StaticContainers.getDocument().getPage(pageNumber).getPageLabel(); + if (pageLabel != null) { + pageLabels.add(pageLabel); + } + } + } + + private static List processTOCItemContent(List contents) { + List newContents = ParagraphProcessor.processParagraphs(contents); + DocumentProcessor.setIDs(newContents); + return newContents; + } + + private List getTocIntervals(List> contents) { + List tocIntervals = new ArrayList<>(); + for (List pageContents : contents) { + for (int i = 0; i < pageContents.size(); i++) { + IObject content = pageContents.get(i); + if (!(content instanceof TextLine)) { + continue; + } + TextLine line = (TextLine) content; + String value = line.getValue(); + if (value.isEmpty() || line.isHiddenText()) { + continue; + } + TOCIInfo tocItemTextInfo = createTOCIInfo(i, line, value); + processTOCItem(tocIntervals, tocItemTextInfo); + } + } + LinkedHashSet intervalsList = new LinkedHashSet<>(); + for (TOCInterval interval : tocIntervals) { + if (interval != null && interval.getTOCItemsInfos().size() > 2) { + intervalsList.add(interval); + } + } + List result = new ArrayList<>(intervalsList); + Collections.reverse(result); + return result; + } + + private void processTOCItem(List tocIntervals, TOCIInfo tocItemTextInfo) { + if (!hasPageNumber(tocItemTextInfo)) { + return; + } + boolean isSingle = true; + if (!tocIntervals.isEmpty()) { + TOCInterval interval = tocIntervals.get(tocIntervals.size() - 1); + if (isTwoTOCItemsOfOneTOC(interval, tocItemTextInfo)) { + tocIntervals.add(interval); + isSingle = false; + } + } + if (isSingle) { + TOCInterval tocInterval = new TOCInterval(); + tocInterval.getTOCItemsInfos().add(tocItemTextInfo); + tocIntervals.add(tocInterval); + } + } + + private static boolean isTwoTOCItemsOfOneTOC(TOCInterval interval, TOCIInfo currentItem) { + double maxXGap = getMaxXGap(currentItem.getTOCItemValue().getFontSize()); + TOCIInfo previousItem = interval.getLastTOCItemInfo(); + if (previousItem == null) { + return false; + } + if (Objects.equals(currentItem.getPageNumber(), previousItem.getPageNumber()) && + currentItem.getTOCItemValue().getTopY() > previousItem.getTOCItemValue().getTopY()) { + return false; + } + if (!NodeUtils.areCloseNumbers(previousItem.getTOCItemValue().getRightX(), + currentItem.getTOCItemValue().getRightX(), maxXGap)) { + return false; + } + interval.getTOCItemsInfos().add(currentItem); + return true; + } + + private boolean hasPageNumber(TOCIInfo tocItem) { + String textValue = tocItem.getText(); + if (textValue.matches(".+[" + TOCDetectionConsumer.SPACES + "\\.]\\d+") && !textValue.matches(".*\\d+\\.\\d+")) { + return true; + } + for (String pageLabel : pageLabels) { + if (textValue.length() > pageLabel.length() && textValue.endsWith(pageLabel)) { + return true; + } + } + return false; + } + + private static TOCIInfo createTOCIInfo(int i, TextLine line, String value) { + TOCIInfo tociInfo = new TOCIInfo(); + tociInfo.setIndex(i); + tociInfo.setTOCItemValue(line); + tociInfo.setText(value); + return tociInfo; + } + + private static SemanticTOC calculateTableOfContents(TOCInterval interval, int startIndex, int endIndex, + List pageContents) { + SemanticTOC toc = new SemanticTOC(); + for (int index = startIndex; index <= endIndex; index++) { + TOCIInfo currentInfo = interval.getTOCItemsInfos().get(index); + SemanticTOCI tocItem = new SemanticTOCI(new BoundingBox(), null); + TextLine textLine = (TextLine) pageContents.get(currentInfo.getIndex()); + if (index != startIndex) { + int nextIndex = interval.getTOCItemsInfos().get(index - 1).getIndex(); + addContentToTOCItem(nextIndex, currentInfo, pageContents, tocItem); + } else { + // + } + pageContents.set(interval.getTOCItemsInfos().get(index).getIndex(), index == startIndex ? toc : null); + tocItem.add(textLine); + toc.add(tocItem); + } + return toc; + } + + private static void addContentToTOCItem(int nextIndex, TOCIInfo currentInfo, List pageContents, + SemanticTOCI tocItem) { + + List lines = new LinkedList<>(); + for (int index = currentInfo.getIndex() - 1; index > nextIndex; index--) { + IObject content = pageContents.get(index); + if (content instanceof TextLine) { + TextLine currentTextLine = (TextLine) content; + lines.add(0, currentTextLine); + } else if (content != null) { + tocItem.getContents().add(0, content); + } + pageContents.set(index, null); + } + tocItem.add(lines); + } + + private static double getMaxXGap(double fontSize) { + return fontSize * TOC_ITEM_X_INTERVAL_RATIO; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableStructureNormalizer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableStructureNormalizer.java new file mode 100644 index 0000000..6f00d9e --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableStructureNormalizer.java @@ -0,0 +1,510 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.TextChunkUtils; + +import java.util.ArrayList; +import java.util.Comparator; +import java.util.List; + +class TableStructureNormalizer { + + private static final int MAX_UNDERSEGMENTED_ROWS = 2; + private static final int MIN_UNDERSEGMENTED_COLUMNS = 3; + private static final int MIN_UNDERSEGMENTED_TEXT_LINES = 8; + private static final int MIN_ROW_BAND_MISMATCH = 2; + private static final int OVERSIZED_CELL_LINE_COUNT = 4; + private static final double MIN_ROW_BAND_EPSILON = 3.0; + private static final double ROW_BAND_EPSILON_RATIO = 0.6; + private static final double ROW_BAND_ASSIGNMENT_EPSILON = 6.0; + private static final double ROW_ORDER_EPSILON = 1.5; + private static final Comparator CONTENT_COMPARATOR = + Comparator.comparingDouble(IObject::getCenterY).reversed() + .thenComparingDouble(IObject::getLeftX); + private static final Comparator TEXT_LINE_COMPARATOR = + Comparator.comparingDouble(TextLine::getCenterY).reversed() + .thenComparingDouble(TextLine::getLeftX); + + static TableBorder normalize(List rawPageContents, TableBorder tableBorder) { + if (rawPageContents == null || rawPageContents.isEmpty()) { + return tableBorder; + } + if (tableBorder.isTextBlock()) { + return tableBorder; + } + if (tableBorder.getNumberOfRows() > MAX_UNDERSEGMENTED_ROWS || + tableBorder.getNumberOfColumns() < MIN_UNDERSEGMENTED_COLUMNS) { + return tableBorder; + } + + List columnSnapshots = collectColumnSnapshots(rawPageContents, tableBorder); + int denseColumns = countDenseColumns(columnSnapshots); + if (denseColumns < 2) { + return tableBorder; + } + + List rowBands = collectRowBands(tableBorder, columnSnapshots); + if (rowBands.size() < tableBorder.getNumberOfRows() + MIN_ROW_BAND_MISMATCH) { + return tableBorder; + } + + TableBorder rebuiltTable = rebuildTable(tableBorder, rowBands); + if (!isReplacementQualityBetter(tableBorder, rebuiltTable)) { + return tableBorder; + } + + return rebuiltTable; + } + + private static List collectColumnSnapshots(List rawPageContents, TableBorder tableBorder) { + List columnSnapshots = new ArrayList<>(tableBorder.getNumberOfColumns()); + for (int columnNumber = 0; columnNumber < tableBorder.getNumberOfColumns(); columnNumber++) { + columnSnapshots.add(new ColumnSnapshot()); + } + + for (IObject content : rawPageContents) { + if (content == null || !isInsideTableBounds(content, tableBorder)) { + continue; + } + + if (content instanceof TextChunk) { + addTextChunkToColumns((TextChunk) content, tableBorder, columnSnapshots); + } else if (!(content instanceof LineChunk) && !(content instanceof LineArtChunk)) { + int columnNumber = findBestColumn(content, tableBorder); + if (columnNumber >= 0) { + columnSnapshots.get(columnNumber).addContent(content); + } + } + } + + for (ColumnSnapshot columnSnapshot : columnSnapshots) { + columnSnapshot.finalizeSnapshot(); + } + return columnSnapshots; + } + + private static void addTextChunkToColumns(TextChunk textChunk, TableBorder tableBorder, + List columnSnapshots) { + for (int columnNumber = 0; columnNumber < tableBorder.getNumberOfColumns(); columnNumber++) { + TextChunk columnTextChunk = TextChunkUtils.getTextChunkPartForRange(textChunk, + tableBorder.getLeftX(columnNumber), tableBorder.getRightX(columnNumber), true); + if (columnTextChunk != null && !columnTextChunk.isEmpty() && !columnTextChunk.isWhiteSpaceChunk()) { + columnSnapshots.get(columnNumber).addContent(columnTextChunk); + } + } + } + + private static int findBestColumn(IObject content, TableBorder tableBorder) { + double centerX = content.getCenterX(); + for (int columnNumber = 0; columnNumber < tableBorder.getNumberOfColumns(); columnNumber++) { + if (centerX >= tableBorder.getLeftX(columnNumber) && centerX <= tableBorder.getRightX(columnNumber)) { + return columnNumber; + } + } + + int closestColumn = -1; + double closestDistance = Double.MAX_VALUE; + for (int columnNumber = 0; columnNumber < tableBorder.getNumberOfColumns(); columnNumber++) { + double columnCenter = (tableBorder.getLeftX(columnNumber) + tableBorder.getRightX(columnNumber)) / 2; + double distance = Math.abs(centerX - columnCenter); + if (distance < closestDistance) { + closestDistance = distance; + closestColumn = columnNumber; + } + } + return closestColumn; + } + + private static boolean isInsideTableBounds(IObject content, TableBorder tableBorder) { + return content.getCenterX() >= tableBorder.getLeftX() && content.getCenterX() <= tableBorder.getRightX() && + content.getCenterY() >= tableBorder.getBottomY() && content.getCenterY() <= tableBorder.getTopY(); + } + + private static int countDenseColumns(List columnSnapshots) { + int denseColumns = 0; + for (ColumnSnapshot columnSnapshot : columnSnapshots) { + if (columnSnapshot.meaningfulLineCount >= MIN_UNDERSEGMENTED_TEXT_LINES) { + denseColumns++; + } + } + return denseColumns; + } + + private static List collectRowBands(TableBorder tableBorder, List columnSnapshots) { + List textLines = new ArrayList<>(); + for (ColumnSnapshot columnSnapshot : columnSnapshots) { + textLines.addAll(columnSnapshot.textLines); + } + textLines.sort(TEXT_LINE_COMPARATOR); + + List rowBands = new ArrayList<>(); + for (TextLine textLine : textLines) { + RowBand matchingBand = findMatchingRowBand(rowBands, textLine); + if (matchingBand == null) { + matchingBand = new RowBand(tableBorder.getNumberOfColumns()); + rowBands.add(matchingBand); + } + matchingBand.addLine(textLine); + } + + for (int columnNumber = 0; columnNumber < columnSnapshots.size(); columnNumber++) { + for (IObject content : columnSnapshots.get(columnNumber).contents) { + RowBand matchingBand = findBestRowBand(rowBands, content); + if (matchingBand != null) { + matchingBand.addContent(columnNumber, content); + } + } + } + + rowBands.removeIf(rowBand -> rowBand.isEmpty()); + rowBands.sort(Comparator.comparingDouble(RowBand::getCenterY).reversed()); + rowBands.forEach(RowBand::sortContents); + return rowBands; + } + + private static RowBand findMatchingRowBand(List rowBands, TextLine textLine) { + for (RowBand rowBand : rowBands) { + double epsilon = Math.max(MIN_ROW_BAND_EPSILON, + Math.min(rowBand.getAverageHeight(), textLine.getHeight()) * ROW_BAND_EPSILON_RATIO); + if (Math.abs(rowBand.getCenterY() - textLine.getCenterY()) <= epsilon || + rowBand.hasVerticalOverlap(textLine.getTopY(), textLine.getBottomY())) { + return rowBand; + } + } + return null; + } + + private static RowBand findBestRowBand(List rowBands, IObject content) { + RowBand bestBand = null; + double bestDistance = Double.MAX_VALUE; + for (RowBand rowBand : rowBands) { + if (rowBand.hasVerticalOverlap(content.getTopY(), content.getBottomY())) { + double distance = Math.abs(rowBand.getCenterY() - content.getCenterY()); + if (distance < bestDistance) { + bestDistance = distance; + bestBand = rowBand; + } + } + } + if (bestBand != null) { + return bestBand; + } + + for (RowBand rowBand : rowBands) { + double distance = Math.abs(rowBand.getCenterY() - content.getCenterY()); + if (distance < bestDistance && distance <= ROW_BAND_ASSIGNMENT_EPSILON + rowBand.getAverageHeight()) { + bestDistance = distance; + bestBand = rowBand; + } + } + return bestBand; + } + + private static TableBorder rebuildTable(TableBorder originalTable, List rowBands) { + TableBorder rebuiltTable = new TableBorder(rowBands.size(), originalTable.getNumberOfColumns()); + rebuiltTable.setRecognizedStructureId(originalTable.getRecognizedStructureId()); + rebuiltTable.setBoundingBox(new BoundingBox(originalTable.getBoundingBox())); + rebuiltTable.setNode(originalTable.getNode()); + rebuiltTable.setIndex(originalTable.getIndex()); + rebuiltTable.setLevel(originalTable.getLevel()); + rebuiltTable.setPreviousTable(originalTable.getPreviousTable()); + rebuiltTable.setNextTable(originalTable.getNextTable()); + + for (int rowNumber = 0; rowNumber < rowBands.size(); rowNumber++) { + RowBand rowBand = rowBands.get(rowNumber); + TableBorderRow rebuiltRow = new TableBorderRow(rowNumber, originalTable.getNumberOfColumns(), + originalTable.getRecognizedStructureId()); + rebuiltRow.setBoundingBox(rowBand.createRowBoundingBox(originalTable)); + rebuiltTable.getRows()[rowNumber] = rebuiltRow; + + for (int columnNumber = 0; columnNumber < originalTable.getNumberOfColumns(); columnNumber++) { + TableBorderCell rebuiltCell = new TableBorderCell(rowNumber, columnNumber, 1, 1, + originalTable.getRecognizedStructureId()); + rebuiltCell.setSemanticType(rowNumber == 0 ? SemanticType.TABLE_HEADER : SemanticType.TABLE_CELL); + rebuiltCell.setContents(rowBand.getContents(columnNumber)); + rebuiltCell.setBoundingBox(rowBand.createCellBoundingBox(originalTable, columnNumber)); + rebuiltRow.getCells()[columnNumber] = rebuiltCell; + } + } + + rebuiltTable.calculateCoordinatesUsingBoundingBoxesOfRowsAndColumns(); + return rebuiltTable; + } + + private static boolean isReplacementQualityBetter(TableBorder originalTable, TableBorder rebuiltTable) { + int originalNonEmptyRows = countNonEmptyRows(originalTable); + int rebuiltNonEmptyRows = countNonEmptyRows(rebuiltTable); + if (rebuiltNonEmptyRows <= originalNonEmptyRows) { + return false; + } + + int originalNonEmptyColumns = countNonEmptyColumns(originalTable); + int rebuiltNonEmptyColumns = countNonEmptyColumns(rebuiltTable); + if (rebuiltNonEmptyColumns < originalNonEmptyColumns) { + return false; + } + + if (!hasMonotonicRowOrder(rebuiltTable)) { + return false; + } + + TableLineStats originalLineStats = collectTableLineStats(originalTable); + TableLineStats rebuiltLineStats = collectTableLineStats(rebuiltTable); + + return rebuiltLineStats.oversizedCellCount < originalLineStats.oversizedCellCount || + rebuiltLineStats.maxMeaningfulTextLines < originalLineStats.maxMeaningfulTextLines; + } + + private static int countNonEmptyRows(TableBorder tableBorder) { + int count = 0; + for (int rowNumber = 0; rowNumber < tableBorder.getNumberOfRows(); rowNumber++) { + boolean hasContent = false; + for (int columnNumber = 0; columnNumber < tableBorder.getNumberOfColumns(); columnNumber++) { + TableBorderCell cell = tableBorder.getRow(rowNumber).getCell(columnNumber); + if (cell != null && cell.getRowNumber() == rowNumber && cell.getColNumber() == columnNumber && + hasMeaningfulContent(cell.getContents())) { + hasContent = true; + break; + } + } + if (hasContent) { + count++; + } + } + return count; + } + + private static int countNonEmptyColumns(TableBorder tableBorder) { + int count = 0; + for (int columnNumber = 0; columnNumber < tableBorder.getNumberOfColumns(); columnNumber++) { + boolean hasContent = false; + for (int rowNumber = 0; rowNumber < tableBorder.getNumberOfRows(); rowNumber++) { + TableBorderCell cell = tableBorder.getRow(rowNumber).getCell(columnNumber); + if (cell != null && cell.getRowNumber() == rowNumber && cell.getColNumber() == columnNumber && + hasMeaningfulContent(cell.getContents())) { + hasContent = true; + break; + } + } + if (hasContent) { + count++; + } + } + return count; + } + + private static boolean hasMeaningfulContent(List contents) { + if (contents == null) { + return false; + } + for (IObject content : contents) { + if (content instanceof TextChunk) { + if (!((TextChunk) content).isWhiteSpaceChunk() && !((TextChunk) content).isEmpty()) { + return true; + } + } else if (content instanceof TextLine) { + if (!((TextLine) content).isSpaceLine() && !((TextLine) content).isEmpty()) { + return true; + } + } else if (!(content instanceof LineChunk) && !(content instanceof LineArtChunk)) { + return true; + } + } + return false; + } + + private static boolean hasMonotonicRowOrder(TableBorder tableBorder) { + double previousCenterY = Double.POSITIVE_INFINITY; + double previousBottomY = Double.POSITIVE_INFINITY; + for (int rowNumber = 0; rowNumber < tableBorder.getNumberOfRows(); rowNumber++) { + TableBorderRow row = tableBorder.getRow(rowNumber); + double currentCenterY = row.getBoundingBox().getCenterY(); + if (currentCenterY >= previousCenterY) { + return false; + } + if (row.getTopY() > previousBottomY + ROW_ORDER_EPSILON) { + return false; + } + previousCenterY = currentCenterY; + previousBottomY = row.getBottomY(); + } + return true; + } + + private static TableLineStats collectTableLineStats(TableBorder tableBorder) { + int oversizedCellCount = 0; + int maxMeaningfulTextLines = 0; + for (int rowNumber = 0; rowNumber < tableBorder.getNumberOfRows(); rowNumber++) { + for (int columnNumber = 0; columnNumber < tableBorder.getNumberOfColumns(); columnNumber++) { + TableBorderCell cell = tableBorder.getRow(rowNumber).getCell(columnNumber); + if (cell != null && cell.getRowNumber() == rowNumber && cell.getColNumber() == columnNumber) { + int meaningfulTextLines = countMeaningfulTextLines(cell.getContents()); + if (meaningfulTextLines >= OVERSIZED_CELL_LINE_COUNT) { + oversizedCellCount++; + } + maxMeaningfulTextLines = Math.max(maxMeaningfulTextLines, meaningfulTextLines); + } + } + } + return new TableLineStats(oversizedCellCount, maxMeaningfulTextLines); + } + + private static int countMeaningfulTextLines(List contents) { + if (contents == null || contents.isEmpty()) { + return 0; + } + + List orderedContents = new ArrayList<>(contents); + orderedContents.sort(CONTENT_COMPARATOR); + int count = 0; + for (IObject content : TextLineProcessor.processTextLines(orderedContents)) { + if (content instanceof TextLine) { + TextLine textLine = (TextLine) content; + if (!textLine.isEmpty() && !textLine.isSpaceLine()) { + count++; + } + } + } + return count; + } + + private static final class ColumnSnapshot { + + private final List contents = new ArrayList<>(); + private final List textLines = new ArrayList<>(); + private int meaningfulLineCount; + + private void addContent(IObject content) { + contents.add(content); + } + + private void finalizeSnapshot() { + contents.sort(CONTENT_COMPARATOR); + List textCandidates = new ArrayList<>(); + for (IObject content : contents) { + if (content instanceof TextChunk || content instanceof TextLine) { + textCandidates.add(content); + } + } + for (IObject content : TextLineProcessor.processTextLines(textCandidates)) { + if (content instanceof TextLine) { + TextLine textLine = (TextLine) content; + if (!textLine.isEmpty() && !textLine.isSpaceLine()) { + textLines.add(textLine); + meaningfulLineCount++; + } + } + } + } + } + + private static final class TableLineStats { + + private final int oversizedCellCount; + private final int maxMeaningfulTextLines; + + private TableLineStats(int oversizedCellCount, int maxMeaningfulTextLines) { + this.oversizedCellCount = oversizedCellCount; + this.maxMeaningfulTextLines = maxMeaningfulTextLines; + } + } + + private static final class RowBand { + + private final List> contentsByColumn; + private double topY = Double.NEGATIVE_INFINITY; + private double bottomY = Double.POSITIVE_INFINITY; + private double centerY; + private double averageHeight; + private int lineCount; + + private RowBand(int columnCount) { + this.contentsByColumn = new ArrayList<>(columnCount); + for (int columnNumber = 0; columnNumber < columnCount; columnNumber++) { + this.contentsByColumn.add(new ArrayList<>()); + } + } + + private void addLine(TextLine textLine) { + updateBounds(textLine.getTopY(), textLine.getBottomY(), textLine.getCenterY(), textLine.getHeight()); + } + + private void addContent(int columnNumber, IObject content) { + contentsByColumn.get(columnNumber).add(content); + updateBounds(content.getTopY(), content.getBottomY(), content.getCenterY(), content.getHeight()); + } + + private void updateBounds(double contentTopY, double contentBottomY, double contentCenterY, double height) { + topY = Math.max(topY, contentTopY); + bottomY = Math.min(bottomY, contentBottomY); + centerY = ((centerY * lineCount) + contentCenterY) / (lineCount + 1); + averageHeight = ((averageHeight * lineCount) + height) / (lineCount + 1); + lineCount++; + } + + private boolean hasVerticalOverlap(double contentTopY, double contentBottomY) { + return contentBottomY <= topY + ROW_ORDER_EPSILON && contentTopY >= bottomY - ROW_ORDER_EPSILON; + } + + private boolean isEmpty() { + for (List contents : contentsByColumn) { + if (!contents.isEmpty()) { + return false; + } + } + return true; + } + + private void sortContents() { + for (List contents : contentsByColumn) { + contents.sort(CONTENT_COMPARATOR); + } + } + + private List getContents(int columnNumber) { + return new ArrayList<>(contentsByColumn.get(columnNumber)); + } + + private BoundingBox createRowBoundingBox(TableBorder tableBorder) { + return new BoundingBox(tableBorder.getPageNumber(), tableBorder.getLeftX(), bottomY, + tableBorder.getRightX(), topY); + } + + private BoundingBox createCellBoundingBox(TableBorder tableBorder, int columnNumber) { + return new BoundingBox(tableBorder.getPageNumber(), tableBorder.getLeftX(columnNumber), bottomY, + tableBorder.getRightX(columnNumber), topY); + } + + private double getCenterY() { + return centerY; + } + + private double getAverageHeight() { + return averageHeight; + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TaggedDocumentProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TaggedDocumentProcessor.java new file mode 100644 index 0000000..65344c2 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TaggedDocumentProcessor.java @@ -0,0 +1,497 @@ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.EnrichedImageChunk; +import org.opendataloader.pdf.entities.SemanticFootnote; +import org.verapdf.gf.model.impl.sa.GFSANode; +import org.verapdf.wcag.algorithms.entities.*; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.content.TextBlock; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.geometry.MultiBoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.consumers.TableChecker; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.*; + +public class TaggedDocumentProcessor { + + private static List> contents; + private static Stack> contentsStack = new Stack<>(); + private static Set pagesToProcess; + + public static List> processDocument(String inputPdfName, Config config, Set pages) { + pagesToProcess = pages; + contentsStack.clear(); + contents = new ArrayList<>(); + int totalPages = StaticContainers.getDocument().getNumberOfPages(); + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + contents.add(new ArrayList<>()); + } + ITree tree = StaticContainers.getDocument().getTree(); + processStructElem(tree.getRoot(), null); + List> artifacts = collectArtifacts(totalPages); + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + if (!shouldProcessPage(pageNumber)) { + continue; + } + artifacts.set(pageNumber, TextLineProcessor.processTextLines(artifacts.get(pageNumber))); + } + + HeaderFooterProcessor.processHeadersAndFooters(artifacts, true); + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + if (!shouldProcessPage(pageNumber)) { + continue; + } + DocumentProcessor.setIDs(artifacts.get(pageNumber)); + contents.get(pageNumber).addAll(artifacts.get(pageNumber)); + } + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + if (!shouldProcessPage(pageNumber)) { + continue; + } + List pageContents = TextLineProcessor.processTextLines(contents.get(pageNumber)); + contents.set(pageNumber, ParagraphProcessor.processParagraphs(pageContents)); + } + return contents; + } + + private static List> collectArtifacts(int totalPages) { + List> artifacts = new ArrayList<>(); + for (int pageNumber = 0; pageNumber < totalPages; pageNumber++) { + artifacts.add(new ArrayList<>()); + if (!shouldProcessPage(pageNumber)) { + continue; + } + for (IObject content : StaticContainers.getDocument().getArtifacts(pageNumber)) { + if (content instanceof ImageChunk) { + artifacts.get(pageNumber).add(content); + } else if (content instanceof TextChunk) { + TextChunk textChunk = (TextChunk) content; + if (!textChunk.isWhiteSpaceChunk() && !textChunk.isEmpty()) { + artifacts.get(pageNumber).add(content); + } + } + } + } + return artifacts; + } + + /** + * Checks if a page should be processed based on the filter. + * + * @param pageNumber 0-indexed page number + * @return true if the page should be processed + */ + private static boolean shouldProcessPage(int pageNumber) { + return pagesToProcess == null || pagesToProcess.contains(pageNumber); + } + + private static void processStructElem(INode node, INode parent) { + if (node instanceof SemanticFigure) { + processImage((SemanticFigure) node, parent); + return; + } + if (node instanceof SemanticSpan) { + processTextChunk((SemanticSpan) node); + } + if (node.getInitialSemanticType() == null) { + for (INode child : node.getChildren()) { + processStructElem(child, node); + } + return; + } + switch (node.getInitialSemanticType()) { + case CAPTION: + processCaption(node); + break; + case HEADING: + case TITLE: + processHeading(node); + break; + case LIST: + processList(node); + break; + case NUMBER_HEADING: + processNumberedHeading(node); + break; + case PARAGRAPH: + processParagraph(node); + break; + case TABLE: + processTable(node); + break; + case TABLE_OF_CONTENT: + addObjectToContent(processTOC(node)); + break; + case NOTE: + case FENOTE: + processFootnote(node); + break; + default: + for (INode child : node.getChildren()) { + processStructElem(child, node); + } + } + } + + private static void addObjectToContent(IObject object) { + Integer pageNumber = object.getPageNumber(); + if (pageNumber != null && shouldProcessPage(pageNumber)) { + if (contentsStack.isEmpty()) { + contents.get(pageNumber).add(object); + } else { + contentsStack.peek().add(object); + } + } + object.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + } + + private static void processParagraph(INode paragraph) { + addObjectToContent(createParagraph(paragraph)); + } + + private static SemanticParagraph createParagraph(INode paragraph) { + List contents = new ArrayList<>(); + processChildContents(paragraph, contents); + contents = TextLineProcessor.processTextLines(contents); + TextBlock textBlock = new TextBlock(new MultiBoundingBox()); + for (IObject content : contents) { + if (content instanceof TextLine) { + textBlock.add((TextLine)content); + } else { + addObjectToContent(content); + } + } + return ParagraphProcessor.createParagraphFromTextBlock(textBlock); + } + + private static void processHeading(INode node) { + SemanticHeading heading = new SemanticHeading(createParagraph(node)); + heading.setHeadingLevel(1);//update + addObjectToContent(heading); + } + + private static void processFootnote(INode node) { + SemanticFootnote footnote = new SemanticFootnote(createParagraph(node)); + addObjectToContent(footnote); + } + + private static void processNumberedHeading(INode node) { + SemanticHeading heading = new SemanticHeading(createParagraph(node)); + GFSANode gfsaNode = (GFSANode) node; + String headingLevel = gfsaNode.getStructElem().getstandardType(); + heading.setHeadingLevel(Integer.parseInt(headingLevel.substring(1))); + addObjectToContent(heading); + } + + private static void processList(INode node) { + PDFList list = new PDFList(); + list.setBoundingBox(new MultiBoundingBox()); + for (INode child : node.getChildren()) { + if (child.getInitialSemanticType() == SemanticType.LIST) { + processList(child); + } else if (child.getInitialSemanticType() == SemanticType.LIST_ITEM) { + ListItem listItem = processListItem(child); + if (listItem.getPageNumber() != null) { + list.add(listItem); + } + } else { + processStructElem(child, node); + } + } + addObjectToContent(list); + } + + private static ListItem processListItem(INode node) { + ListItem listItem = new ListItem(new MultiBoundingBox(), null); + List contents = new ArrayList<>(); + listItem.setLabelLength(calculateLabelLength(node)); + processChildContents(node, contents); + contents = TextLineProcessor.processTextLines(contents); + for (IObject content : contents) { + if (content instanceof TextLine) { + listItem.add((TextLine)content); + } else { + listItem.getContents().add(content); + } + } + listItem.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + return listItem; + } + + private static int calculateLabelLength(INode listItem) { + List children = listItem.getChildren(); + if (!children.isEmpty()) { + INode firstChild = children.get(0); + if (firstChild.getInitialSemanticType() == SemanticType.LIST_LABEL) { + return getTextChunksLength(firstChild); + } + } + return 0; + } + + private static int getTextChunksLength(INode node) { + int result = 0; + for (INode child : node.getChildren()) { + if (child instanceof SemanticSpan) { + result += (((SemanticSpan)child).getColumns().get(0).getFirstLine().getFirstTextChunk().getValue().length()); + } else { + result += getTextChunksLength(child); + } + } + return result; + } + + private static void processTable(INode tableNode) { + List tableRows = processTableRows(tableNode); + if (tableRows.isEmpty()) { + return; + } + int numberOfRows = tableRows.size(); + int numberOfColumns = TableChecker.getNumberOfColumns(tableRows.get(0)); + List> table = new ArrayList<>(numberOfRows); + for (int rowNumber = 0; rowNumber < numberOfRows; rowNumber++) { + addTableRow(numberOfColumns, table); + } + BoundingBox tableBoundingBox = new MultiBoundingBox(); + for (int rowNumber = 0; rowNumber < tableRows.size(); rowNumber++) { + int columnNumber = 0; + for (INode elem : tableRows.get(rowNumber).getChildren()) { + SemanticType type = elem.getInitialSemanticType(); + if (SemanticType.TABLE_CELL != type && SemanticType.TABLE_HEADER != type) { + continue; + } + while (columnNumber < numberOfColumns && table.get(rowNumber).get(columnNumber) != null) { + ++columnNumber; + } + TableBorderCell cell = new TableBorderCell(elem, rowNumber, columnNumber); + cell.setSemanticType(type); + processTableCell(cell, elem); + tableBoundingBox.union(cell.getBoundingBox()); + for (int i = 0; i < cell.getRowSpan(); i++) { + if (rowNumber + i >= numberOfRows) { + numberOfRows++; + addTableRow(numberOfColumns, table); + } + for (int j = 0; j < cell.getColSpan(); j++) { + if (columnNumber + j >= numberOfColumns) { + addTableColumn(table); + numberOfColumns++; + } + table.get(rowNumber + i).set(columnNumber + j, cell); + } + } + columnNumber += cell.getColSpan(); + } + } + if (tableBoundingBox.isEmpty()) { + //empty table + return; + } + TableBorder tableBorder = new TableBorder(tableBoundingBox, createRowsForTable(table, numberOfRows, numberOfColumns), + numberOfRows, numberOfColumns); + setBoundingBoxesForTableRowsAndTableCells(tableBorder); + addObjectToContent(tableBorder); + } + + private static List processTableRows(INode table) { + List listTR = new LinkedList<>(); + for (INode elem : table.getChildren()) { + SemanticType type = elem.getInitialSemanticType(); + if (SemanticType.TABLE_ROW == type) { + listTR.add(elem); + processTableRowsChildren(elem); + } else if (SemanticType.TABLE_FOOTER == type || SemanticType.TABLE_BODY == type || + SemanticType.TABLE_HEADERS == type) { + for (INode child : elem.getChildren()) { + if (SemanticType.TABLE_ROW == child.getInitialSemanticType()) { + listTR.add(child); + processTableRowsChildren(child); + } else { + processStructElem(child, elem); + } + } + } else { + processStructElem(elem, table); + } + } + return listTR; + } + + private static void processTableRowsChildren(INode tableRow) { + for (INode tableCell : tableRow.getChildren()) { + SemanticType tableCellType = tableCell.getInitialSemanticType(); + if (SemanticType.TABLE_CELL != tableCellType && SemanticType.TABLE_HEADER != tableCellType) { + processStructElem(tableCell, tableRow); + } + } + } + + private static void addTableRow(int numberOfColumns, List> table) { + List row = new ArrayList<>(numberOfColumns); + table.add(row); + for (int columnNumber = 0; columnNumber < numberOfColumns; columnNumber++) { + row.add(null); + } + } + + private static void addTableColumn(List> table) { + for (List tableBorderCells : table) { + tableBorderCells.add(null); + } + } + + private static void processTableCell(TableBorderCell cell, INode elem) { + List rawContents = new ArrayList<>(); + processChildContents(elem, rawContents); + List processed = TextLineProcessor.processTextLines(rawContents); + TextBlock textBlock = new TextBlock(new MultiBoundingBox()); + for (IObject content : processed) { + if (content instanceof TextLine) { + textBlock.add((TextLine) content); + } else { + cell.getContents().add(content); + } + } + if (!textBlock.isEmpty()) { + cell.getContents().add(ParagraphProcessor.createParagraphFromTextBlock(textBlock)); + } + BoundingBox cellBoundingBox = new MultiBoundingBox(); + for (IObject content : cell.getContents()) { + cellBoundingBox.union(content.getBoundingBox()); + } + cell.setBoundingBox(cellBoundingBox); + cell.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + } + + private static void processChildContents(INode elem, List contents) { + contentsStack.add(contents); + for (INode childChild : elem.getChildren()) { + processStructElem(childChild, elem); + } + contentsStack.pop(); + } + + private static TableBorderRow[] createRowsForTable(List> table, int numberOfRows, int numberOfColumns) { + TableBorderRow[] rows = new TableBorderRow[numberOfRows]; + for (int rowNumber = 0; rowNumber < numberOfRows; rowNumber++) { + rows[rowNumber] = new TableBorderRow(rowNumber, numberOfColumns, null); + } + for (int rowNumber = 0; rowNumber < numberOfRows; rowNumber++) { + for (int colNumber = 0; colNumber < numberOfColumns; colNumber++) { + rows[rowNumber].getCells()[colNumber] = table.get(rowNumber).get(colNumber); + if (rows[rowNumber].getCell(colNumber) == null) { + TableBorderCell cell = new TableBorderCell(rowNumber, colNumber, 1, 1, 0L); + cell.setSemanticType(SemanticType.TABLE_CELL); + cell.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + rows[rowNumber].getCells()[colNumber] = cell; + } + } + } + return rows; + } + + private static void setBoundingBoxesForTableRowsAndTableCells(TableBorder tableBorder) { + BoundingBox boundingBox = new BoundingBox(tableBorder.getPageNumber(), + tableBorder.getTopY(), tableBorder.getLeftX(), tableBorder.getTopY(), tableBorder.getLeftX()); + for (int rowNumber = 0; rowNumber < tableBorder.getNumberOfRows(); rowNumber++) { + BoundingBox rowBoundingBox = new MultiBoundingBox(); + for (int colNumber = 0; colNumber < tableBorder.getNumberOfColumns(); colNumber++) { + TableBorderCell cell = tableBorder.getCell(rowNumber, colNumber); + if (cell.getColNumber() == colNumber && cell.getRowNumber() == rowNumber) { + if (cell.getBoundingBox().isEmpty()) { + cell.setBoundingBox(boundingBox); + } else { + rowBoundingBox.union(tableBorder.getCell(rowNumber, colNumber).getBoundingBox()); + } + } + } + tableBorder.getRow(rowNumber).setBoundingBox(rowBoundingBox.isEmpty() ? boundingBox : rowBoundingBox); + } + for (int rowNumber = 0; rowNumber < tableBorder.getNumberOfRows(); rowNumber++) { + for (int columnNumber = 0; columnNumber < tableBorder.getNumberOfColumns(); columnNumber++) { + TableBorderCell cell = tableBorder.getCell(rowNumber, columnNumber); + if (cell.getRowNumber() == rowNumber && cell.getColNumber() == columnNumber && cell.getBoundingBox().isEmpty()) { + cell.setBoundingBox(boundingBox); + } + } + } + } + + private static void processCaption(INode node) { + SemanticCaption caption = new SemanticCaption(createParagraph(node)); + addObjectToContent(caption); + } + + private static SemanticTOC processTOC(INode node) { + SemanticTOC toc = new SemanticTOC(); + toc.setBoundingBox(new MultiBoundingBox()); + for (INode child : node.getChildren()) { + if (child.getInitialSemanticType() == SemanticType.TABLE_OF_CONTENT) { + toc.add(processTOC(child)); + } else if (child.getInitialSemanticType() == SemanticType.TABLE_OF_CONTENT_ITEM) { + SemanticTOCI tocItem = processTOCItem(child); + if (tocItem.getPageNumber() != null) { + toc.add(tocItem); + } + } else { + processStructElem(child, node); + } + } + return toc; + } + + private static SemanticTOCI processTOCItem(INode node) { + SemanticTOCI tocItem = new SemanticTOCI(new MultiBoundingBox(), null); + List contents = new ArrayList<>(); + processChildContents(node, contents); + contents = TextLineProcessor.processTextLines(contents); + for (IObject content : contents) { + if (content instanceof TextLine) { + tocItem.add((TextLine)content); + } else { + tocItem.getContents().add(content); + } + } + tocItem.setRecognizedStructureId(StaticLayoutContainers.incrementContentId()); + return tocItem; + } + + private static void processImage(SemanticFigure image, INode parent) { + GFSANode parentNode = (GFSANode) parent; + List images = image.getImages(); + if (!images.isEmpty()) { + String alt = parentNode.getStructElem().getStructElemDictionary().getAlternateDescription(); + ImageChunk imageChunk = images.get(0); + addObjectToContent(alt == null ? imageChunk : new EnrichedImageChunk(imageChunk, alt)); + } + } + + private static void processTextChunk(SemanticSpan semanticSpan) { + addObjectToContent(semanticSpan.getColumns().get(0).getFirstLine().getFirstTextChunk()); + } + + private static List getContents(INode node) { + List result = new ArrayList<>(); + for (INode child : node.getChildren()) { + if (child instanceof SemanticSpan) { + result.add(((SemanticSpan)child).getColumns().get(0).getFirstLine().getFirstTextChunk()); + } else if (child instanceof SemanticFigure) { + processImage((SemanticFigure)child, node); + } else { + result.addAll(getContents(child)); + } + } + return result; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextDecorationProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextDecorationProcessor.java new file mode 100644 index 0000000..87187e6 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextDecorationProcessor.java @@ -0,0 +1,301 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; + +import java.util.*; + +/** + * Detects strikethrough and underlined text by finding horizontal line or line-art rules that + * pass through the vertical center or baseline of text chunks. Marks affected TextChunks by + * setting their isStrikethroughText or isUnderlinedText fields to true. + * + * Filters to avoid false positives: + * 1. Rule-to-text-height ratio (rejects thick background fills/borders) + * 2. Rule-to-text width ratio (rejects rules wider than text) + * 3. Vertical center or baseline alignment + * 4. Horizontal overlap requirement + * 5. Multi-chunk matching using the combined text width + */ +public class TextDecorationProcessor { + + private static final double VERTICAL_CENTER_TOLERANCE = 0.2; + private static final double MIN_HORIZONTAL_OVERLAP_RATIO = 0.8; + private static final double MAX_LINE_TO_TEXT_WIDTH_RATIO = 1.5; + + // Real strikethrough marks are thin rules. Text-height rectangles commonly + // come from glyph bounds, filled artifacts, backgrounds, or table artwork. + private static final double MAX_RULE_THICKNESS = 2.0; + private static final double MAX_RULE_TO_TEXT_HEIGHT_RATIO = 0.25; + + /** + * Detects strikethrough and underlined lines among page contents and sets affected + * TextChunk isStrikethroughText or isUnderlinedText field to true. + * + * @param pageContents the list of content objects for a page + * @param pageNumber the number of a page + * @param detectStrikethrough wether strikethrough text should be detected + */ + public static void processStrikethroughAndUnderlinedText(List pageContents, int pageNumber, boolean detectStrikethrough) { + if (pageContents == null) { + return; + } + + SortedSet horizontalLines = StaticContainers.getLinesCollection() != null ? + StaticContainers.getLinesCollection().getHorizontalLines(pageNumber) : Collections.emptySortedSet(); + List horizontalRules = new ArrayList<>(); + + for (LineChunk lineChunk : horizontalLines) { + HorizontalRuleCandidate rule = HorizontalRuleCandidate.fromLineChunk(lineChunk); + if (rule != null) { + horizontalRules.add(rule); + } + } + + List textChunks = new ArrayList<>(); + for (IObject content : pageContents) { +// if (content instanceof LineArtChunk) { +// HorizontalRuleCandidate rule = HorizontalRuleCandidate.fromLineArtChunk((LineArtChunk) content); +// if (rule != null) { +// horizontalRules.add(rule); +// } +// } else + if (content instanceof TextChunk) { + textChunks.add((TextChunk) content); + } + } + + if (horizontalRules.isEmpty() || textChunks.isEmpty()) { + return; + } + + for (HorizontalRuleCandidate rule : horizontalRules) { + List strikethroughMatches = new ArrayList<>(); + List underlineMatches = new ArrayList<>(); + + for (TextChunk textChunk : textChunks) { + if (textChunk.isWhiteSpaceChunk() || textChunk.isEmpty()) { + continue; + } + if (detectStrikethrough && isStrikethroughRule(rule, textChunk)) { + strikethroughMatches.add(textChunk); + } + if (isUnderlineRule(rule, textChunk)) { + underlineMatches.add(textChunk); + } + } + + if (detectStrikethrough && isValidMatch(rule, strikethroughMatches)) { + for (TextChunk chunk : strikethroughMatches) { + if (!chunk.getIsStrikethroughText()) { + chunk.setIsStrikethroughText(); + } + } + } + + if (isValidMatch(rule, underlineMatches)) { + for (TextChunk chunk : underlineMatches) { + if (!chunk.getIsUnderlinedText()) { + chunk.setIsUnderlinedText(); + } + } + } + } + + } + + /** + * Determines whether a horizontal line is a strikethrough for the given text chunk. + */ + static boolean isStrikethroughLine(LineChunk line, TextChunk textChunk) { + HorizontalRuleCandidate rule = HorizontalRuleCandidate.fromLineChunk(line); + return rule != null && isStrikethroughRule(rule, textChunk) && isValidMatch(rule, Collections.singletonList(textChunk)); + } + + /** + * Determines whether a line-art rectangle is a strikethrough for the given text chunk. + */ +// static boolean isStrikethroughLineArt(LineArtChunk lineArt, TextChunk textChunk) { +// HorizontalRuleCandidate rule = HorizontalRuleCandidate.fromLineArtChunk(lineArt); +// // Line-art rectangles are also used for table/background artwork, so +// // apply the width-ratio guard even for direct single-chunk checks. +// return rule != null && isStrikethroughRule(rule, textChunk) && isValidMatch(rule, List.of(textChunk)); +// } + + /** + * Determines whether a horizontal line is an underlined for the given text chunk. + */ + public static boolean isUnderlineLine(LineChunk line, TextChunk textChunk) { + HorizontalRuleCandidate rule = HorizontalRuleCandidate.fromLineChunk(line); + return rule != null && isUnderlineRule(rule, textChunk) && isValidMatch(rule, Collections.singletonList(textChunk)); + } + + /** + * Determines whether a line-art rectangle is an underlined for the given text chunk. + */ +// public static boolean isUnderlineLineArt(LineArtChunk lineArt, TextChunk textChunk) { +// HorizontalRuleCandidate rule = HorizontalRuleCandidate.fromLineArtChunk(lineArt); +// return rule != null && isUnderlineRule(rule, textChunk) && isValidMatch(rule, List.of(textChunk)); +// } + +// private static boolean isHorizontalLineArt(LineArtChunk lineArt) { +// BoundingBox bbox = lineArt.getBoundingBox(); +// return bbox != null && bbox.getWidth() > bbox.getHeight(); +// } + + private static boolean isStrikethroughRule(HorizontalRuleCandidate rule, TextChunk textChunk) { + if (rule == null || textChunk == null) { + return false; + } + + double textHeight = textChunk.getHeight(); + + if (textHeight <= 0) { + return false; + } + + // LineChunk thickness is stroke width; LineArtChunk thickness is rectangle + // height. In both cases, strikethrough marks should stay thin relative to text. + double maxRuleThickness = Math.min(MAX_RULE_THICKNESS, textHeight * MAX_RULE_TO_TEXT_HEIGHT_RATIO); + if (rule.thickness > maxRuleThickness) { + return false; + } + + // Check vertical position: the line's Y should be near the vertical center of the text + double textCenterY = textChunk.getCenterY(); + double lineY = rule.centerY; + double tolerance = textHeight * VERTICAL_CENTER_TOLERANCE; + + if (Math.abs(lineY - textCenterY) > tolerance) { + return false; + } + + // Check horizontal overlap + double textLeftX = textChunk.getLeftX(); + double textRightX = textChunk.getRightX(); + double lineLeftX = rule.leftX; + double lineRightX = rule.rightX; + + double overlapLeft = Math.max(textLeftX, lineLeftX); + double overlapRight = Math.min(textRightX, lineRightX); + double overlapWidth = overlapRight - overlapLeft; + + if (overlapWidth <= 0) { + return false; + } + + double textWidth = textChunk.getWidth(); + if (textWidth <= 0 || (overlapWidth / textWidth) < MIN_HORIZONTAL_OVERLAP_RATIO) { + return false; + } + + return true; + } + + private static boolean isUnderlineRule(HorizontalRuleCandidate rule, TextChunk textChunk) { + if (rule == null || textChunk == null) { + return false; + } + double textHeight = textChunk.getHeight(); + if (textHeight <= 0) return false; + + // Thickness: line width must be less than eps[2] * textHeight + // (eps[2] = 0.3, i.e. 30% of text height) + if (rule.thickness >= NodeUtils.UNDERLINED_TEXT_EPSILONS[2] * textHeight) { + return false; + } + + // Vertical position: line must be between the baseline and + // (baseline - eps[1] * textHeight) + double baseline = textChunk.getBaseLine(); + double lineY = rule.centerY; + double lowerBound = baseline - NodeUtils.UNDERLINED_TEXT_EPSILONS[1] * textHeight; + // Assuming Y increases upward, baseline is above the descender zone. + // lineY should be <= baseline and >= lowerBound. + if (lineY > baseline || lineY < lowerBound) { + return false; + } + + // Horizontal overlap: at least eps[0] * textWidth overlap + double textLeftX = textChunk.getLeftX(); + double textRightX = textChunk.getRightX(); + double overlap = Math.min(rule.rightX - textLeftX, textRightX - rule.leftX); + if (overlap <= NodeUtils.UNDERLINED_TEXT_EPSILONS[0] * textChunk.getWidth()) { + return false; + } + + return true; + } + + private static boolean isValidMatch(HorizontalRuleCandidate rule, List matchingChunks) { + if (matchingChunks.isEmpty()) { + return false; + } + + // Validate against the combined span of all matched chunks. This accepts + // split text on one visual line while still rejecting table separators + // and background rules that extend far past the text group. + double textGroupWidth = 0.0; + for (TextChunk chunk : matchingChunks) { + textGroupWidth += chunk.getWidth(); + } + return textGroupWidth > 0 && rule.width / textGroupWidth <= MAX_LINE_TO_TEXT_WIDTH_RATIO; + } + + /** + * Normalized geometry for either LineChunk or LineArtChunk. + */ + private static class HorizontalRuleCandidate { + private final double leftX; + private final double rightX; + private final double centerY; + private final double width; + private final double thickness; + + private HorizontalRuleCandidate(double leftX, double rightX, double centerY, double width, double thickness) { + this.leftX = leftX; + this.rightX = rightX; + this.centerY = centerY; + this.width = width; + this.thickness = thickness; + } + + private static HorizontalRuleCandidate fromLineChunk(LineChunk line) { + if (line == null || line.getBoundingBox() == null || !line.isHorizontalLine()) { + return null; + } + BoundingBox bbox = line.getBoundingBox(); + return new HorizontalRuleCandidate(line.getLeftX(), line.getRightX(), line.getCenterY(), + bbox.getWidth(), line.getWidth()); + } + +// private static HorizontalRuleCandidate fromLineArtChunk(LineArtChunk lineArt) { +// if (lineArt == null || !isHorizontalLineArt(lineArt)) { +// return null; +// } +// BoundingBox bbox = lineArt.getBoundingBox(); +// return new HorizontalRuleCandidate(lineArt.getLeftX(), lineArt.getRightX(), lineArt.getCenterY(), +// bbox.getWidth(), bbox.getHeight()); +// } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextLineProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextLineProcessor.java new file mode 100644 index 0000000..6e71c40 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextLineProcessor.java @@ -0,0 +1,150 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.ChunksMergeUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.ListUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.TextChunkUtils; + +import java.util.ArrayList; +import java.util.Collections; +import java.util.Comparator; +import java.util.IdentityHashMap; +import java.util.List; +import java.util.Set; + +public class TextLineProcessor { + + private static final double ONE_LINE_PROBABILITY = 0.75; + private static final Comparator TEXT_CHUNK_COMPARATOR = + Comparator.comparingDouble(o -> o.getBoundingBox().getLeftX()); + + public static List processTextLines(List contents) { + List newContents = new ArrayList<>(); + // Track which TextChunk immediately follows a whitespace chunk in stream order, + // using reference identity so lookups are immune to TextChunk.equals() semantics. + // Stream order may differ from visual (leftX) order in rare PDFs, but whitespace + // chunks originate from the same PDF text operator as their adjacent text chunks, + // so stream-order adjacency is reliable for this signal. + Set chunksAfterWhitespace = Collections.newSetFromMap(new IdentityHashMap<>()); + TextLine previousLine = new TextLine(new TextChunk("")); + boolean isSeparateLine = false; + boolean pendingWhitespace = false; + for (IObject content : contents) { + if (content instanceof TextChunk) { + TextChunk textChunk = (TextChunk) content; + if (textChunk.isWhiteSpaceChunk() || textChunk.isEmpty()) { + if (textChunk.isWhiteSpaceChunk()) { + pendingWhitespace = true; + } + continue; + } + if (pendingWhitespace) { + chunksAfterWhitespace.add(textChunk); + pendingWhitespace = false; + } + TextLine currentLine = new TextLine(textChunk); + double oneLineProbability = ChunksMergeUtils.countOneLineProbability(new SemanticTextNode(), previousLine, currentLine); + isSeparateLine |= (oneLineProbability < ONE_LINE_PROBABILITY) || previousLine.isHiddenText() != currentLine.isHiddenText(); + if (isSeparateLine) { + previousLine.setBoundingBox(new BoundingBox(previousLine.getBoundingBox())); + previousLine = currentLine; + newContents.add(previousLine); + } else { + previousLine.add(currentLine); + } + isSeparateLine = false; + } else { + if (content instanceof TableBorder) { + isSeparateLine = true; + } + newContents.add(content); + pendingWhitespace = false; + } + } + for (int i = 0; i < newContents.size(); i++) { + IObject content = newContents.get(i); + if (content instanceof TextLine) { + TextLine textLine = (TextLine) content; + textLine.getTextChunks().sort(TEXT_CHUNK_COMPARATOR); + double threshold = textLine.getFontSize() * TextChunkUtils.TEXT_LINE_SPACE_RATIO; + newContents.set(i, getTextLineWithSpaces(textLine, threshold, chunksAfterWhitespace)); + } + } + linkTextLinesWithConnectedLineArtBullet(newContents); + return newContents; + } + + private static TextLine getTextLineWithSpaces(TextLine textLine, double threshold, + Set chunksAfterWhitespace) { + List textChunks = textLine.getTextChunks(); + TextChunk currentTextChunk = textChunks.get(0); + double previousEnd = currentTextChunk.getTextEnd(); + TextLine newLine = new TextLine(); + newLine.add(currentTextChunk); + for (int i = 1; i < textChunks.size(); i++) { + currentTextChunk = textChunks.get(i); + double currentStart = currentTextChunk.getTextStart(); + boolean hasGap = currentStart - previousEnd > threshold; + boolean hadWhitespace = chunksAfterWhitespace.contains(currentTextChunk); + if (hasGap || hadWhitespace) { + TextChunk spaceChunk = new TextChunk(new BoundingBox(currentTextChunk.getBoundingBox()), " ", currentTextChunk.getFontName(), + currentTextChunk.getFontSize(), currentTextChunk.getFontWeight(), currentTextChunk.getItalicAngle(), currentTextChunk.getBaseLine(), + currentTextChunk.getFontColor(), null, currentTextChunk.getSlantDegree()); + spaceChunk.setTextStart(previousEnd); + spaceChunk.setTextEnd(currentStart); + spaceChunk.adjustSymbolEndsToBoundingBox(null); + newLine.add(spaceChunk); + } + previousEnd = currentTextChunk.getTextEnd(); + newLine.add(currentTextChunk); + } + + return newLine; + } + + private static void linkTextLinesWithConnectedLineArtBullet(List contents) { + LineArtChunk lineArtChunk = null; + for (IObject content : contents) { + if (content instanceof LineArtChunk) { + lineArtChunk = (LineArtChunk) content; + continue; + } + if (content instanceof TableBorder) { + lineArtChunk = null; + } + if (content instanceof TextLine && lineArtChunk != null) { + TextLine textLine = (TextLine) content; + if (isLineConnectedWithLineArt(textLine, lineArtChunk)) { + textLine.setConnectedLineArtLabel(lineArtChunk); + } + lineArtChunk = null; + } + } + } + + private static boolean isLineConnectedWithLineArt(TextLine textLine, LineArtChunk lineArt) { + return lineArt.getRightX() <= textLine.getLeftX() && lineArt.getBoundingBox().getHeight() < + ListUtils.LIST_LABEL_HEIGHT_EPSILON * textLine.getBoundingBox().getHeight(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextProcessor.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextProcessor.java new file mode 100644 index 0000000..f1ea435 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TextProcessor.java @@ -0,0 +1,161 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.verapdf.gf.model.factory.chunks.ChunkParser; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.ChunksMergeUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.TextChunkUtils; + +import java.util.Comparator; +import java.util.List; +import java.util.Objects; +import java.util.stream.Collectors; + +public class TextProcessor { + + private static final double MIN_TEXT_INTERSECTION_PERCENT = 0.5; + private static final double MAX_TOP_DECORATION_IMAGE_EPSILON = 0.3; + private static final double MAX_BOTTOM_DECORATION_IMAGE_EPSILON = 0.1; + private static final double MAX_LEFT_DECORATION_IMAGE_EPSILON = 0.1; + private static final double MAX_RIGHT_DECORATION_IMAGE_EPSILON = 1.5; + private static final double NEIGHBORS_TEXT_CHUNKS_EPSILON = 0.1; + private static final double TEXT_MIN_HEIGHT = 1; + + public static void replaceUndefinedCharacters(List contents, String replacementCharacterString) { + if (ChunkParser.REPLACEMENT_CHARACTER_STRING.equals(replacementCharacterString)) { + return; + } + for (IObject object : contents) { + if (object instanceof TextChunk) { + TextChunk textChunk = ((TextChunk) object); + if (textChunk.getValue().contains(ChunkParser.REPLACEMENT_CHARACTER_STRING)) { + textChunk.setValue(textChunk.getValue().replace(ChunkParser.REPLACEMENT_CHARACTER_STRING, replacementCharacterString)); + } + } + } + } + + public static double measureReplacementCharRatio(List contents) { + char replacementChar = ChunkParser.REPLACEMENT_CHARACTER_STRING.charAt(0); + int totalChars = 0; + int replacementChars = 0; + for (IObject object : contents) { + if (object instanceof TextChunk) { + String value = ((TextChunk) object).getValue(); + totalChars += value.length(); + for (int i = 0; i < value.length(); i++) { + if (value.charAt(i) == replacementChar) { + replacementChars++; + } + } + } + } + if (totalChars == 0) { + return 0.0; + } + return (double) replacementChars / totalChars; + } + + public static void filterTinyText(List contents) { + for (int i = 0; i < contents.size(); i++) { + IObject object = contents.get(i); + if (object instanceof TextChunk) { + TextChunk textChunk = ((TextChunk) object); + if (textChunk.getBoundingBox().getHeight() <= TEXT_MIN_HEIGHT) { + contents.set(i, null); + } + } + } + } + + public static void trimTextChunksWhiteSpaces(List contents) { + for (int i = 0; i < contents.size(); i++) { + IObject object = contents.get(i); + if (object instanceof TextChunk) { + contents.set(i, ChunksMergeUtils.getTrimTextChunk((TextChunk) object)); + } + } + } + + public static void mergeCloseTextChunks(List contents) { + for (int i = 0; i < contents.size() - 1; i++) { + IObject object = contents.get(i); + IObject nextObject = contents.get(i + 1); + if (object instanceof TextChunk && nextObject instanceof TextChunk) { + TextChunk textChunk = (TextChunk) object; + TextChunk nextTextChunk = (TextChunk) nextObject; + if (TextChunkUtils.areTextChunksHaveSameStyle(textChunk, nextTextChunk) && + TextChunkUtils.areTextChunksHaveSameBaseLine(textChunk, nextTextChunk) && + areNeighborsTextChunks(textChunk, nextTextChunk)) { + contents.set(i, null); + contents.set(i + 1, TextChunkUtils.unionTextChunks(textChunk, nextTextChunk)); + } + } + } + } + + public static void removeSameTextChunks(List contents) { + DocumentProcessor.setIndexesForContentsList(contents); + List sortedTextChunks = contents.stream().filter(c -> c instanceof TextChunk).sorted( + Comparator.comparing(x -> ((TextChunk) x).getValue())).collect(Collectors.toList()); + TextChunk lastTextChunk = null; + for (IObject object : sortedTextChunks) { + if (object instanceof TextChunk) { + TextChunk currentTextChunk = (TextChunk) object; + if (lastTextChunk != null && areSameTextChunks(lastTextChunk, currentTextChunk)) { + contents.set(lastTextChunk.getIndex(), null); + } + lastTextChunk = currentTextChunk; + } + } + } + + public static boolean areSameTextChunks(TextChunk firstTextChunk, TextChunk secondTextChunk) { + return Objects.equals(firstTextChunk.getValue(), secondTextChunk.getValue()) && + NodeUtils.areCloseNumbers(firstTextChunk.getWidth(), secondTextChunk.getWidth()) && + NodeUtils.areCloseNumbers(firstTextChunk.getHeight(), secondTextChunk.getHeight()) && + firstTextChunk.getBoundingBox().getIntersectionPercent(secondTextChunk.getBoundingBox()) > MIN_TEXT_INTERSECTION_PERCENT; + } + + public static void removeTextDecorationImages(List contents) { + TextChunk lastTextChunk = null; + for (int index = 0; index < contents.size(); index++) { + IObject object = contents.get(index); + if (object instanceof TextChunk) { + lastTextChunk = (TextChunk) object; + } else if (object instanceof ImageChunk && lastTextChunk != null && + isTextChunkDecorationImage((ImageChunk) object, lastTextChunk)) { + contents.set(index, null); + } + } + } + + public static boolean isTextChunkDecorationImage(ImageChunk imageChunk, TextChunk textChunk) { + return NodeUtils.areCloseNumbers(imageChunk.getTopY(), textChunk.getTopY(), MAX_TOP_DECORATION_IMAGE_EPSILON * textChunk.getHeight()) && + NodeUtils.areCloseNumbers(imageChunk.getBottomY(), textChunk.getBottomY(), MAX_BOTTOM_DECORATION_IMAGE_EPSILON * textChunk.getHeight()) && + (NodeUtils.areCloseNumbers(imageChunk.getLeftX(), textChunk.getLeftX(), MAX_LEFT_DECORATION_IMAGE_EPSILON * textChunk.getHeight()) || imageChunk.getLeftX() > textChunk.getLeftX()) && + (NodeUtils.areCloseNumbers(imageChunk.getRightX(), textChunk.getRightX(), MAX_RIGHT_DECORATION_IMAGE_EPSILON * textChunk.getHeight()) || imageChunk.getRightX() < textChunk.getRightX()); + } + + private static boolean areNeighborsTextChunks(TextChunk firstTextChunk, TextChunk secondTextChunk) { + return NodeUtils.areCloseNumbers(firstTextChunk.getTextEnd(), secondTextChunk.getTextStart(), + NEIGHBORS_TEXT_CHUNKS_EPSILON * firstTextChunk.getBoundingBox().getHeight()); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/readingorder/XYCutPlusPlusSorter.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/readingorder/XYCutPlusPlusSorter.java new file mode 100644 index 0000000..45c340d --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/readingorder/XYCutPlusPlusSorter.java @@ -0,0 +1,651 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors.readingorder; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +import java.util.ArrayList; +import java.util.Comparator; +import java.util.List; + +/** + * XY-Cut++ algorithm for reading order detection based on arXiv:2504.10258. + *

    + * An enhanced XY-Cut implementation that handles: + *

      + *
    • Cross-layout elements (headers, footers spanning multiple columns)
      • + *
    • Adaptive axis selection based on density ratios
      • + *
    • L-shaped region handling
      • + *
    + *

    + * This is a simplified geometric implementation without semantic type priorities. + *

    + * Algorithm overview: + *

      + *
    1. Pre-mask: Identify cross-layout elements (width > beta * maxWidth, overlaps >= 2)
      2. + *
    2. Compute density ratio to determine split direction preference
      3. + *
    3. Recursive segmentation with adaptive XY/YX-Cut
      4. + *
    4. Merge cross-layout elements at appropriate positions
      5. + *
    + */ +public class XYCutPlusPlusSorter { + + /** Default beta multiplier for cross-layout detection threshold. + * Higher value = fewer elements detected as cross-layout. + * 2.0 means element must be 2x wider than maxWidth to be considered cross-layout (effectively disabled). */ + static final double DEFAULT_BETA = 2.0; + + /** Default density threshold for adaptive axis selection. */ + static final double DEFAULT_DENSITY_THRESHOLD = 0.9; + + /** Minimum horizontal overlap ratio to count as overlapping. */ + static final double OVERLAP_THRESHOLD = 0.1; + + /** Minimum number of overlaps required for cross-layout classification. */ + static final int MIN_OVERLAP_COUNT = 2; + + /** Minimum gap size (in points) required to perform a cut. + * Prevents splitting on insignificant gaps (e.g., 1-pixel gaps). */ + static final double MIN_GAP_THRESHOLD = 5.0; + + /** Width ratio threshold for narrow outlier filtering. + * Elements narrower than this fraction of the region width are considered + * potential outliers that may bridge column gaps (e.g., page numbers, footnote markers). */ + static final double NARROW_ELEMENT_WIDTH_RATIO = 0.1; + + private XYCutPlusPlusSorter() { + // Utility class - prevent instantiation + } + + // ========== PUBLIC API ========== + + /** + * Sort objects using XY-Cut++ algorithm with default parameters. + * + * @param objects List of objects to sort + * @return Sorted list of objects in reading order + */ + public static List sort(List objects) { + return sort(objects, DEFAULT_BETA, DEFAULT_DENSITY_THRESHOLD); + } + + /** + * Sort objects using XY-Cut++ algorithm with custom parameters. + * + * @param objects List of objects to sort + * @param beta Cross-layout detection threshold multiplier + * @param densityThreshold Density ratio threshold for axis selection + * @return Sorted list of objects in reading order + */ + public static List sort(List objects, double beta, double densityThreshold) { + if (objects == null || objects.size() <= 1) { + return objects; + } + + // Filter out objects with null bounding boxes + List validObjects = new ArrayList<>(); + for (IObject obj : objects) { + if (obj != null && obj.getBoundingBox() != null) { + validObjects.add(obj); + } + } + if (validObjects.size() <= 1) { + return validObjects; + } + + // Phase 1: Pre-mask cross-layout elements + List crossLayoutElements = identifyCrossLayoutElements(validObjects, beta); + List remainingObjects = new ArrayList<>(validObjects); + remainingObjects.removeAll(crossLayoutElements); + + if (remainingObjects.isEmpty()) { + // All objects are cross-layout, just sort by Y + return sortByYThenX(validObjects); + } + + // Phase 2: Compute density ratio for adaptive axis selection + double densityRatio = computeDensityRatio(remainingObjects); + boolean preferHorizontalFirst = densityRatio > densityThreshold; + + // Phase 3: Recursive segmentation with adaptive axis + List sortedMain = recursiveSegment(remainingObjects, preferHorizontalFirst); + + // Phase 4: Merge cross-layout elements back at appropriate positions + return mergeCrossLayoutElements(sortedMain, crossLayoutElements); + } + + // ========== PHASE 1: CROSS-LAYOUT DETECTION ========== + + /** + * Identify cross-layout elements that span multiple regions. + * An element is cross-layout if: + * 1. Its width exceeds beta * maxWidth (where maxWidth is the widest element) + * 2. It horizontally overlaps with at least MIN_OVERLAP_COUNT other elements + * + * Using maxWidth instead of median ensures only truly wide elements + * (like titles spanning the full page) are detected as cross-layout. + * + * @param objects List of objects to analyze + * @param beta Threshold multiplier for width comparison (e.g., 0.7 = 70% of max width) + * @return List of cross-layout elements + */ + static List identifyCrossLayoutElements(List objects, double beta) { + List crossLayoutElements = new ArrayList<>(); + + if (objects.size() < 3) { + // Need at least 3 objects for meaningful cross-layout detection + return crossLayoutElements; + } + + // Calculate max width among all objects + double maxWidth = 0; + for (IObject obj : objects) { + BoundingBox bbox = obj.getBoundingBox(); + if (bbox != null) { + double width = bbox.getWidth(); + maxWidth = Math.max(maxWidth, width); + } + } + + // Threshold: element must be at least beta * maxWidth to be cross-layout + // With beta=0.7, element must be at least 70% as wide as the widest element + double threshold = beta * maxWidth; + + for (IObject obj : objects) { + BoundingBox bbox = obj.getBoundingBox(); + if (bbox == null) { + continue; + } + + double width = bbox.getWidth(); + + // Criterion 1: Width exceeds threshold (close to max width) + if (width >= threshold) { + // Criterion 2: Overlaps with at least MIN_OVERLAP_COUNT other elements + if (hasMinimumOverlaps(obj, objects, MIN_OVERLAP_COUNT)) { + crossLayoutElements.add(obj); + } + } + } + + return crossLayoutElements; + } + + /** + * Check if an element horizontally overlaps with at least minCount other elements. + * + * @param element The element to check + * @param objects All objects including the element + * @param minCount Minimum number of overlaps required + * @return true if the element overlaps with at least minCount other elements + */ + static boolean hasMinimumOverlaps(IObject element, List objects, int minCount) { + BoundingBox elementBox = element.getBoundingBox(); + if (elementBox == null) { + return false; + } + + int overlapCount = 0; + for (IObject other : objects) { + if (other == element) { + continue; + } + + BoundingBox otherBox = other.getBoundingBox(); + if (otherBox == null) { + continue; + } + + double overlapRatio = calculateHorizontalOverlapRatio(elementBox, otherBox); + if (overlapRatio >= OVERLAP_THRESHOLD) { + overlapCount++; + if (overlapCount >= minCount) { + return true; + } + } + } + + return false; + } + + /** + * Calculate the horizontal overlap ratio between two bounding boxes. + * The ratio is relative to the smaller box's width. + * + * @param box1 First bounding box + * @param box2 Second bounding box + * @return Overlap ratio (0.0 to 1.0) + */ + static double calculateHorizontalOverlapRatio(BoundingBox box1, BoundingBox box2) { + double overlapLeft = Math.max(box1.getLeftX(), box2.getLeftX()); + double overlapRight = Math.min(box1.getRightX(), box2.getRightX()); + double overlapWidth = Math.max(0, overlapRight - overlapLeft); + + if (overlapWidth <= 0) { + return 0; + } + + double width1 = box1.getWidth(); + double width2 = box2.getWidth(); + double smallerWidth = Math.min(width1, width2); + + return smallerWidth > 0 ? overlapWidth / smallerWidth : 0; + } + + // ========== PHASE 2: DENSITY RATIO COMPUTATION ========== + + /** + * Compute the density ratio to determine split direction preference. + * Density = total content area / bounding region area. + * Higher density suggests content-dense layouts (newspapers) -> prefer horizontal splits. + * Lower density suggests sparse layouts -> prefer vertical splits. + * + * @param objects List of objects + * @return Density ratio (0.0 to 1.0) + */ + static double computeDensityRatio(List objects) { + if (objects == null || objects.isEmpty()) { + return 1.0; // Default to XY-Cut + } + + BoundingBox regionBounds = calculateBoundingRegion(objects); + if (regionBounds == null) { + return 1.0; + } + + double regionArea = regionBounds.getArea(); + + if (regionArea <= 0) { + return 1.0; + } + + double contentArea = calculateTotalArea(objects); + return Math.min(1.0, contentArea / regionArea); + } + + /** + * Calculate the bounding box that encompasses all objects. + * + * @param objects List of objects + * @return Bounding box encompassing all objects, or null if no valid objects + */ + static BoundingBox calculateBoundingRegion(List objects) { + BoundingBox boundingBox = new BoundingBox(); + + for (IObject obj : objects) { + BoundingBox bbox = obj.getBoundingBox(); + boundingBox.union(bbox); + } + + return boundingBox.isEmpty() ? null : boundingBox; + } + + /** + * Calculate the total area covered by all objects. + * + * @param objects List of objects + * @return Total area + */ + static double calculateTotalArea(List objects) { + double totalArea = 0; + for (IObject obj : objects) { + BoundingBox bbox = obj.getBoundingBox(); + if (bbox != null) { + totalArea += bbox.getArea(); + } + } + return totalArea; + } + + // ========== PHASE 3: RECURSIVE SEGMENTATION ========== + + /** + * Recursively segment and sort objects using adaptive XY/YX-Cut. + *

    + * The algorithm uses projection-based gap detection to find clean cuts. + * For two-column academic paper layouts: + * 1. First try horizontal cut to separate header from body + * 2. Then try vertical cut to separate columns + *

    + * The algorithm prefers horizontal cuts first (Y-axis split) when there's a significant + * horizontal gap, which properly handles layouts with wide headers followed by columns. + * + * @param objects List of objects to segment + * @param preferHorizontalFirst Initial preference (used as tiebreaker) + * @return Sorted list of objects + */ + static List recursiveSegment(List objects, boolean preferHorizontalFirst) { + if (objects == null || objects.size() <= 1) { + return objects != null ? new ArrayList<>(objects) : new ArrayList<>(); + } + + // Find best cuts in both directions using projection-based detection + CutInfo horizontalCut = findBestHorizontalCutWithProjection(objects); + CutInfo verticalCut = findBestVerticalCutWithProjection(objects); + + // Choose cut direction based on gap sizes + // Apply minimum gap threshold to avoid splitting on insignificant gaps + boolean hasValidHorizontalCut = horizontalCut.gap >= MIN_GAP_THRESHOLD; + boolean hasValidVerticalCut = verticalCut.gap >= MIN_GAP_THRESHOLD; + + boolean useHorizontalCut; + if (hasValidHorizontalCut && hasValidVerticalCut) { + // Both cuts available - prefer larger gap + useHorizontalCut = horizontalCut.gap > verticalCut.gap; + } else if (hasValidHorizontalCut) { + useHorizontalCut = true; + } else if (hasValidVerticalCut) { + useHorizontalCut = false; + } else { + // No valid cuts found - sort by Y then X (reading order) + return sortByYThenX(objects); + } + + if (useHorizontalCut) { + List> groups = splitByHorizontalCut(objects, horizontalCut.position); + // Safety: if split produced only one group, fall back to prevent infinite recursion + if (groups.size() <= 1) { + return sortByYThenX(objects); + } + return flatMapRecursive(groups, preferHorizontalFirst); + } else { + List> groups = splitByVerticalCut(objects, verticalCut.position); + // Safety: if split produced only one group, fall back to prevent infinite recursion + if (groups.size() <= 1) { + return sortByYThenX(objects); + } + return flatMapRecursive(groups, preferHorizontalFirst); + } + } + + /** + * Container for cut information including position and gap size. + */ + private static class CutInfo { + final double position; + final double gap; + + CutInfo(double position, double gap) { + this.position = position; + this.gap = gap; + } + } + + /** + * Recursively process groups and flatten results. + */ + private static List flatMapRecursive(List> groups, boolean preferHorizontalFirst) { + List result = new ArrayList<>(); + for (List group : groups) { + result.addAll(recursiveSegment(group, preferHorizontalFirst)); + } + return result; + } + + /** + * Find the best vertical cut using projection profile. + * Projects all objects onto the X-axis and finds the largest gap. + * + * @param objects List of objects + * @return CutInfo containing position and gap size + */ + private static CutInfo findBestVerticalCutWithProjection(List objects) { + if (objects.size() < 2) { + return new CutInfo(0, 0); + } + + CutInfo edgeCut = findVerticalCutByEdges(objects); + + // If the edge gap is already significant, use it directly. + if (edgeCut.gap >= MIN_GAP_THRESHOLD) { + return edgeCut; + } + + // When edge gap is small, narrow outlier elements (e.g., page numbers, + // footnote markers) may bridge an otherwise clear column gap. + // Retry without elements narrower than 10% of the region width. + if (objects.size() >= 3) { + BoundingBox region = calculateBoundingRegion(objects); + if (region != null) { + double regionWidth = region.getWidth(); + double narrowThreshold = regionWidth * NARROW_ELEMENT_WIDTH_RATIO; + List filtered = new ArrayList<>(); + for (IObject obj : objects) { + BoundingBox bbox = obj.getBoundingBox(); + double width = bbox.getWidth(); + if (width >= narrowThreshold) { + filtered.add(obj); + } + } + if (filtered.size() >= 2 && filtered.size() < objects.size()) { + CutInfo filteredCut = findVerticalCutByEdges(filtered); + if (filteredCut.gap > edgeCut.gap && filteredCut.gap >= MIN_GAP_THRESHOLD) { + return filteredCut; + } + } + } + } + + return edgeCut; + } + + /** + * Find vertical cut by edge gaps. + * Finds the largest gap between rightX of one element and leftX of the next. + */ + private static CutInfo findVerticalCutByEdges(List objects) { + List sorted = new ArrayList<>(objects); + sorted.sort(Comparator.comparingDouble((IObject o) -> o.getBoundingBox().getLeftX()) + .thenComparingDouble(o -> o.getBoundingBox().getRightX())); + + double largestGap = 0; + double cutPosition = 0; + Double prevRight = null; + + for (IObject obj : sorted) { + double left = obj.getLeftX(); + double right = obj.getRightX(); + + if (prevRight != null && left > prevRight) { + double gap = left - prevRight; + if (gap > largestGap) { + largestGap = gap; + cutPosition = (prevRight + left) / 2.0; + } + } + + prevRight = (prevRight == null) ? right : Math.max(prevRight, right); + } + + return new CutInfo(cutPosition, largestGap); + } + + /** + * Find the best horizontal cut using projection profile. + * Projects all objects onto the Y-axis and finds the largest gap. + * + * @param objects List of objects + * @return CutInfo containing position and gap size + */ + private static CutInfo findBestHorizontalCutWithProjection(List objects) { + if (objects.size() < 2) { + return new CutInfo(0, 0); + } + + // Sort by topY descending (PDF: top to bottom) + List sorted = new ArrayList<>(objects); + sorted.sort(Comparator.comparingDouble((IObject o) -> -o.getBoundingBox().getTopY()) + .thenComparingDouble(o -> -o.getBoundingBox().getBottomY())); + + double largestGap = 0; + double cutPosition = 0; + Double prevBottom = null; + + for (IObject obj : sorted) { + double top = obj.getTopY(); + double bottom = obj.getBottomY(); + + if (prevBottom != null && prevBottom > top) { + double gap = prevBottom - top; + if (gap > largestGap) { + largestGap = gap; + cutPosition = (prevBottom + top) / 2.0; + } + } + + prevBottom = (prevBottom == null) ? bottom : Math.min(prevBottom, bottom); + } + + return new CutInfo(cutPosition, largestGap); + } + + /** + * Split objects by a horizontal cut at the given Y coordinate. + * Objects above the cut come first, then objects below. + * + * @param objects List of objects to split + * @param cutY Y coordinate of the cut + * @return List of two groups: [above, below] + */ + static List> splitByHorizontalCut(List objects, double cutY) { + List above = new ArrayList<>(); + List below = new ArrayList<>(); + + for (IObject obj : objects) { + // Use center Y to determine which group + double centerY = obj.getCenterY(); + if (centerY > cutY) { + above.add(obj); + } else { + below.add(obj); + } + } + + List> groups = new ArrayList<>(); + if (!above.isEmpty()) { + groups.add(above); + } + if (!below.isEmpty()) { + groups.add(below); + } + return groups; + } + + /** + * Split objects by a vertical cut at the given X coordinate. + * Objects to the left come first, then objects to the right. + * + * @param objects List of objects to split + * @param cutX X coordinate of the cut + * @return List of two groups: [left, right] + */ + static List> splitByVerticalCut(List objects, double cutX) { + List left = new ArrayList<>(); + List right = new ArrayList<>(); + + for (IObject obj : objects) { + // Use center X to determine which group + double centerX = obj.getCenterX(); + if (centerX < cutX) { + left.add(obj); + } else { + right.add(obj); + } + } + + List> groups = new ArrayList<>(); + if (!left.isEmpty()) { + groups.add(left); + } + if (!right.isEmpty()) { + groups.add(right); + } + return groups; + } + + // ========== PHASE 4: MERGING ========== + + /** + * Merge cross-layout elements back into the sorted content at appropriate positions. + * Cross-layout elements are inserted based on their Y position relative to surrounding content. + * + * @param sortedMain Main content sorted by reading order + * @param crossLayoutElements Cross-layout elements to merge + * @return Merged list with cross-layout elements in correct positions + */ + static List mergeCrossLayoutElements(List sortedMain, List crossLayoutElements) { + if (crossLayoutElements.isEmpty()) { + return sortedMain; + } + + if (sortedMain.isEmpty()) { + return sortByYThenX(crossLayoutElements); + } + + // Sort cross-layout elements by Y (top to bottom) + List sortedCrossLayout = sortByYThenX(crossLayoutElements); + + List result = new ArrayList<>(); + int mainIndex = 0; + int crossIndex = 0; + + while (mainIndex < sortedMain.size() || crossIndex < sortedCrossLayout.size()) { + if (crossIndex >= sortedCrossLayout.size()) { + // No more cross-layout elements, add remaining main + result.add(sortedMain.get(mainIndex++)); + } else if (mainIndex >= sortedMain.size()) { + // No more main elements, add remaining cross-layout + result.add(sortedCrossLayout.get(crossIndex++)); + } else { + // Compare Y positions (PDF: higher Y = top) + IObject mainObj = sortedMain.get(mainIndex); + IObject crossObj = sortedCrossLayout.get(crossIndex); + + double mainTopY = mainObj.getTopY(); + double crossTopY = crossObj.getTopY(); + + if (crossTopY >= mainTopY) { + // Cross-layout element is above or at same level, add it first + result.add(crossObj); + crossIndex++; + } else { + // Main element is above, add it first + result.add(mainObj); + mainIndex++; + } + } + } + + return result; + } + + // ========== UTILITY METHODS ========== + + /** + * Sort objects by Y coordinate (top to bottom), then X coordinate (left to right). + * + * @param objects List of objects to sort + * @return Sorted list + */ + static List sortByYThenX(List objects) { + List sorted = new ArrayList<>(objects); + sorted.sort(Comparator + .comparingDouble((IObject o) -> -o.getBoundingBox().getTopY()) // Higher Y first (top) + .thenComparingDouble(o -> o.getBoundingBox().getLeftX())); // Lower X first (left) + return sorted; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/text/TextGenerator.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/text/TextGenerator.java new file mode 100644 index 0000000..67d5bac --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/text/TextGenerator.java @@ -0,0 +1,268 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.text; + +import org.opendataloader.pdf.api.Config; +import org.verapdf.wcag.algorithms.entities.*; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.io.Closeable; +import java.io.File; +import java.io.FileWriter; +import java.io.IOException; +import java.nio.charset.StandardCharsets; +import java.util.Arrays; +import java.util.HashSet; +import java.util.List; +import java.util.Set; +import java.util.logging.Level; +import java.util.logging.Logger; +import java.util.stream.Collectors; + +/** + * Generates a plain text representation of the extracted PDF contents. + */ +public class TextGenerator implements Closeable { + + private static final Logger LOGGER = Logger.getLogger(TextGenerator.class.getCanonicalName()); + private static final String INDENT = " "; + + private final java.io.Writer textWriter; + private final String textFileName; + private final String lineSeparator = System.lineSeparator(); + private final String textPageSeparator; + /** + * Page numbers (1-based) selected by --pages; an empty set means all pages. + * Sourced from the raw {@link Config#getPageNumbers()} list (not the + * validated set built by {@code DocumentProcessor.getValidPageNumbers}). + * Safe to compare against {@code pageIndex + 1} because the surrounding + * loop is bounded by the document's actual page count, so out-of-range + * values from the raw list are never tested for membership. + */ + private final Set selectedPageNumbers; + private final boolean includeHeaderFooter; + + public TextGenerator(File inputPdf, Config config) throws IOException { + String cutPdfFileName = inputPdf.getName(); + this.textFileName = config.getOutputFolder() + File.separator + cutPdfFileName.substring(0, cutPdfFileName.length() - 3) + "txt"; + this.textWriter = new FileWriter(textFileName, StandardCharsets.UTF_8); + this.textPageSeparator = config.getTextPageSeparator(); + this.selectedPageNumbers = new HashSet<>(config.getPageNumbers()); + this.includeHeaderFooter = config.isIncludeHeaderFooter(); + } + + /** + * Creates a TextGenerator that writes to an arbitrary Writer (e.g., stdout). + */ + public TextGenerator(java.io.Writer writer, Config config) { + this.textFileName = null; + this.textWriter = writer; + this.textPageSeparator = config.getTextPageSeparator(); + this.selectedPageNumbers = new HashSet<>(config.getPageNumbers()); + this.includeHeaderFooter = config.isIncludeHeaderFooter(); + } + + public void writeToText(List> contents) { + try { + for (int pageIndex = 0; pageIndex < contents.size(); pageIndex++) { + if (selectedPageNumbers.isEmpty() || selectedPageNumbers.contains(pageIndex + 1)) { + writePageSeparator(pageIndex); + } + List pageContents = contents.get(pageIndex); + writeContents(pageContents, 0); + if (pageIndex < contents.size() - 1) { + textWriter.write(lineSeparator); + } + } + LOGGER.log(Level.INFO, "Created {0}", textFileName); + } catch (Exception e) { + LOGGER.log(Level.WARNING, "Unable to create text output: " + e.getMessage()); + } + } + + private void writePageSeparator(int pageIndex) throws IOException { + if (!textPageSeparator.isEmpty()) { + textWriter.write(textPageSeparator.contains(Config.PAGE_NUMBER_STRING) + ? textPageSeparator.replace(Config.PAGE_NUMBER_STRING, String.valueOf(pageIndex + 1)) + : textPageSeparator); + textWriter.write(lineSeparator); + } + } + + private void writeContents(List contents, int indentLevel) throws IOException { + for (int index = 0; index < contents.size(); index++) { + write(contents.get(index), indentLevel); + if (index < contents.size() - 1) { + textWriter.write(lineSeparator); + } + } + } + + private void write(IObject object, int indentLevel) throws IOException { + if (object instanceof SemanticHeaderOrFooter) { + if (includeHeaderFooter) { + writeHeaderOrFooter((SemanticHeaderOrFooter) object, indentLevel); + } + } else if (object instanceof SemanticHeading) { + writeMultiline(((SemanticHeading) object).getValue(), indentLevel); + } else if (object instanceof SemanticParagraph) { + writeMultiline(((SemanticParagraph) object).getValue(), indentLevel); + } else if (object instanceof SemanticTextNode) { + writeMultiline(((SemanticTextNode) object).getValue(), indentLevel); + } else if (object instanceof PDFList) { + writeList((PDFList) object, indentLevel); + } else if (object instanceof SemanticTOC) { + writeTOC((SemanticTOC) object, indentLevel); + } else if (object instanceof TableBorder) { + writeTable((TableBorder) object, indentLevel); + } + } + + private void writeHeaderOrFooter(SemanticHeaderOrFooter headerOrFooter, int indentLevel) throws IOException { + writeContents(headerOrFooter.getContents(), indentLevel); + } + + private void writeList(PDFList list, int indentLevel) throws IOException { + for (ListItem item : list.getListItems()) { + writeMultiline(item.toString(), indentLevel); + if (!item.getContents().isEmpty()) { + writeContents(item.getContents(), indentLevel + 1); + } + } + } + + private void writeTOC(SemanticTOC toc, int indentLevel) throws IOException { + for (IObject item : toc.getTOCItems()) { + if (item instanceof SemanticTOC) { + writeTOC((SemanticTOC)item, indentLevel + 1); + } else if (item instanceof SemanticTOCI) { + SemanticTOCI tocItem = (SemanticTOCI) item; + writeMultiline(tocItem.toString(), indentLevel); + if (!tocItem.getContents().isEmpty()) { + writeContents(tocItem.getContents(), indentLevel + 1); + } + } + } + } + + private void writeTable(TableBorder table, int indentLevel) throws IOException { + String indent = indent(indentLevel); + for (TableBorderRow row : table.getRows()) { + String rowText = Arrays.stream(row.getCells()) + .map(cell -> compactWhitespace(collectPlainText(cell.getContents()))) + .filter(text -> !text.isEmpty()) + .collect(Collectors.joining("\t")); + if (rowText.isEmpty()) { + continue; + } + textWriter.write(indent); + textWriter.write(rowText); + textWriter.write(lineSeparator); + } + } + + private String collectPlainText(List contents) { + StringBuilder builder = new StringBuilder(); + for (IObject content : contents) { + String piece = extractPlainText(content); + if (piece.isEmpty()) { + continue; + } + if (builder.length() > 0) { + builder.append(' '); + } + builder.append(piece); + } + return builder.toString(); + } + + private String extractPlainText(IObject content) { + if (content instanceof SemanticHeaderOrFooter) { + if (includeHeaderFooter) { + return collectPlainText(((SemanticHeaderOrFooter) content).getContents()); + } + return ""; + } else if (content instanceof SemanticHeading) { + return sanitize(((SemanticHeading) content).getValue()); + } else if (content instanceof SemanticParagraph) { + return sanitize(((SemanticParagraph) content).getValue()); + } else if (content instanceof SemanticTextNode) { + return sanitize(((SemanticTextNode) content).getValue()); + } else if (content instanceof PDFList) { + PDFList list = (PDFList) content; + return list.getListItems().stream() + .map(item -> compactWhitespace(collectPlainText(item.getContents()))) + .filter(text -> !text.isEmpty()) + .collect(Collectors.joining(" ")); + } else if (content instanceof TableBorder) { + TableBorder table = (TableBorder) content; + return Arrays.stream(table.getRows()) + .map(row -> Arrays.stream(row.getCells()) + .map(cell -> compactWhitespace(collectPlainText(cell.getContents()))) + .filter(text -> !text.isEmpty()) + .collect(Collectors.joining(" "))) + .filter(text -> !text.isEmpty()) + .collect(Collectors.joining(" ")); + } + return ""; + } + + private void writeMultiline(String value, int indentLevel) throws IOException { + if (value == null) { + return; + } + String sanitized = sanitize(value); + String indent = indent(indentLevel); + String[] lines = sanitized.split("\r?\n", -1); + for (String line : lines) { + if (line.isBlank()) { + continue; + } + textWriter.write(indent); + textWriter.write(line); + textWriter.write(lineSeparator); + } + } + + private String indent(int level) { + if (level <= 0) { + return ""; + } + return INDENT.repeat(level); + } + + private String sanitize(String value) { + return value == null ? "" : value.replace("\u0000", " "); + } + + private String compactWhitespace(String value) { + if (value == null) { + return ""; + } + String sanitized = sanitize(value); + return sanitized.replaceAll("\\s+", " ").trim(); + } + + @Override + public void close() throws IOException { + if (textWriter != null) { + textWriter.close(); + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/Base64ImageUtils.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/Base64ImageUtils.java new file mode 100644 index 0000000..91756f7 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/Base64ImageUtils.java @@ -0,0 +1,100 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; + +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.util.Base64; +import java.util.logging.Level; +import java.util.logging.Logger; + +/** + * Utility class for converting images to Base64 data URIs. + */ +public final class Base64ImageUtils { + private static final Logger LOGGER = Logger.getLogger(Base64ImageUtils.class.getCanonicalName()); + + /** + * Maximum image file size for Base64 embedding (10MB). + * Larger images will be skipped to prevent memory exhaustion. + */ + public static final long MAX_EMBEDDED_IMAGE_SIZE = 10L * 1024 * 1024; + + private Base64ImageUtils() { + // Private constructor to prevent instantiation + } + + /** + * Converts an image file to a Base64 data URI string. + * Images larger than {@link #MAX_EMBEDDED_IMAGE_SIZE} will be skipped. + * + * @param imageFile The image file to convert + * @param format The image format (png, jpeg) + * @return The Base64 data URI string, or null if conversion fails or image is too large + */ + public static String toDataUri(File imageFile, String format) { + try { + // Embedded mode keeps encoded image bytes in memory keyed by the path + // generators expect — no disk roundtrip in production. + byte[] fileContent = StaticLayoutContainers.getEmbeddedImageBytes(imageFile.getPath()); + if (fileContent == null) { + // Disk fallback: runs in external mode (where files exist on disk) and + // also serves unit tests that prepare PNG files directly and bypass + // the in-memory pipeline (see ImageSerializerTest, MarkdownGenerator tests). + long fileSize = imageFile.length(); + if (fileSize > MAX_EMBEDDED_IMAGE_SIZE) { + LOGGER.log(Level.WARNING, "Image too large to embed ({0} bytes, max {1} bytes): {2}", + new Object[]{fileSize, MAX_EMBEDDED_IMAGE_SIZE, imageFile.getName()}); + return null; + } + fileContent = Files.readAllBytes(imageFile.toPath()); + } else if (fileContent.length > MAX_EMBEDDED_IMAGE_SIZE) { + LOGGER.log(Level.WARNING, "Image too large to embed ({0} bytes, max {1} bytes): {2}", + new Object[]{(long) fileContent.length, MAX_EMBEDDED_IMAGE_SIZE, imageFile.getName()}); + return null; + } + String base64 = Base64.getEncoder().encodeToString(fileContent); + String mimeType = getMimeType(format); + return String.format("data:%s;base64,%s", mimeType, base64); + } catch (IOException e) { + LOGGER.log(Level.WARNING, "Unable to convert image to Base64: " + e.getMessage()); + return null; + } + } + + /** + * Gets the MIME type for the given image format. + * + * @param format The image format (png, jpeg) + * @return The corresponding MIME type + */ + public static String getMimeType(String format) { + if (format == null) { + return "image/png"; + } + switch (format.toLowerCase()) { + case "jpeg": + case "jpg": + return "image/jpeg"; + case "png": + default: + return "image/png"; + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/BulletedParagraphUtils.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/BulletedParagraphUtils.java new file mode 100644 index 0000000..ba07100 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/BulletedParagraphUtils.java @@ -0,0 +1,160 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils; + +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.TextLine; + +import java.util.HashSet; +import java.util.Set; + +/** + * Utility class for detecting and processing bulleted paragraphs and list items. + * Provides methods to identify various bullet and label formats including symbols, + * numbers, Korean characters, and special Unicode characters. + */ +public class BulletedParagraphUtils { + private static final String POSSIBLE_LABELS = "∘*+-.=‐‑‒–—―•‣․‧※⁃⁎→↳⇒⇨⇾∙■□▢▣▤▥▦▧▨▩▪▬▭▮▯▰▱▲△▴▵▶▷▸▹►▻▼▽▾▿◀◁◂◃◄◅◆◇◈◉◊○◌◍" + + "◎●◐◑◒◓◔◕◖◗◘◙◢◣◤◥◦◧◨◩◪◫◬◭◮◯◰◱◲◳◴◵◶◷◸◹◺◻◼◽◾◿★☆☐☑☒☓☛☞♠♡♢♣♤♥♦♧⚪⚫⚬✓✔✕✖✗✘✙✚✛✜✝✞✟✦✧✨❍❏❐❑" + + "❒❖➔➙➛➜➝➞➟➠➡➢➣➤➥➦➧➨➩➪➭➮➯➱⬛⬜⬝⬞⬟⬠⬡⬢⬣⬤⬥⬦⬧⬨⬩⬪⬫⬬⬭⬮⬯⭐⭑⭒⭓⭔⭕⭖⭗⭘⭙⯀⯁⯂⯃⯄⯅⯆⯇⯈⯌⯍⯎⯏⯐〇" + + "󰁾󰋪󰋫󰋬󰋭󰋮󰋯󰋰󰋱󰋲󰋳󰋴󰋵󰋶󰋷󰋸󰋹󰋺󰋻󰋼"; + private static final Set BULLET_REGEXES = new HashSet<>(); + private static final Set ARABIC_NUMBER_REGEXES = new HashSet<>(); + private static final String KOREAN_NUMBERS_REGEX = "[가나다라마바사아자차카타파하거너더러머버서어저처커터퍼허고노도로모보소오조초코토포호구누두루무부수우주추쿠투푸후그느드르므브스으즈츠크트프흐기니디리미비시이지치키티피히]"; + /** Regular expression for Korean chapter patterns like 제1장, 제2조, 제3절. */ + public static final String KOREAN_CHAPTER_REGEX = "^(제\\d+[장조절]).*"; + + /** + * Gets the first character label from a text node. + * + * @param semanticTextNode the text node to extract the label from + * @return the first character of the text node value + */ + public static String getLabel(SemanticTextNode semanticTextNode) { + return semanticTextNode.getValue().substring(0, 1); + } + + /** + * Checks if a text node starts with a bullet or list marker. + * + * @param textNode the text node to check + * @return true if the first line is bulleted, false otherwise + */ + public static boolean isBulletedParagraph(SemanticTextNode textNode) { + return isBulletedLine(textNode.getFirstLine()); + } + + /** + * Checks if a text line starts with a bullet or list marker. + * + * @param textLine the text line to check + * @return true if the line is bulleted, false otherwise + */ + public static boolean isBulletedLine(TextLine textLine) { + if (isLabeledLine(textLine)) { + return true; + } + return false; + } + + /** + * Checks if a text line starts with a recognized label character or pattern. + * + * @param textLine the text line to check + * @return true if the line has a recognized label, false otherwise + */ + public static boolean isLabeledLine(TextLine textLine) { + String value = textLine.getValue(); + if (value == null || value.isEmpty()) { + return false; + } + char character = value.charAt(0); + if (POSSIBLE_LABELS.indexOf(character) != -1) { + return true; + } + if (textLine.getConnectedLineArtLabel() != null) { + return true; + } + for (String regex : BULLET_REGEXES) { + if (value.matches(regex)) { + return true; + } + } + return false; + } + + /** + * Checks if a text node has a connected line art label (graphical bullet). + * + * @param textNode the text node to check + * @return true if the first line has a connected line art label, false otherwise + */ + public static boolean isBulletedLineArtParagraph(SemanticTextNode textNode) { + return textNode.getFirstLine().getConnectedLineArtLabel() != null; + } + + /** + * Finds the matching regex pattern for a text node's label. + * + * @param textNode the text node to analyze + * @return the matching regex pattern, or null if no pattern matches + */ + public static String getLabelRegex(SemanticTextNode textNode) { + String value = textNode.getFirstLine().getValue(); + for (String regex : BULLET_REGEXES) { + if (value.matches(regex)) { + return regex; + } + } + return null; + } + + static { + ARABIC_NUMBER_REGEXES.add("^\\d+[ \\.\\]\\)>].*"); + BULLET_REGEXES.add("^\\(\\d+\\).*"); + ARABIC_NUMBER_REGEXES.add("^<\\d+>.*"); + ARABIC_NUMBER_REGEXES.add("^\\[\\d+\\].*"); + ARABIC_NUMBER_REGEXES.add("^{\\d+}.*"); + ARABIC_NUMBER_REGEXES.add("^【\\d+】.*"); + BULLET_REGEXES.add("^\\d+[\\.\\)]\\s+.*"); + BULLET_REGEXES.add("^[ㄱㄴㄷㄹㅁㅂㅅㅇㅈㅊㅋㅌㅍㅎ][\\.\\)\\]>].*"); + BULLET_REGEXES.add("^" + KOREAN_NUMBERS_REGEX + "\\..+"); + BULLET_REGEXES.add("^" + KOREAN_NUMBERS_REGEX + "[)\\]>].*"); + BULLET_REGEXES.add("^" + KOREAN_NUMBERS_REGEX + "(-\\d+).*"); + BULLET_REGEXES.add("^\\(" + KOREAN_NUMBERS_REGEX + "\\).*"); + BULLET_REGEXES.add("^<" + KOREAN_NUMBERS_REGEX + ">.*"); + BULLET_REGEXES.add("^\\[" + KOREAN_NUMBERS_REGEX + "\\].*"); + BULLET_REGEXES.add("^[{]" + KOREAN_NUMBERS_REGEX + "[}].*"); + BULLET_REGEXES.add(KOREAN_CHAPTER_REGEX); + BULLET_REGEXES.add("^법\\.(제\\d+조).*"); + BULLET_REGEXES.add("^[\u0049]\\..*");//"^[Ⅰ-Ⅻ]" + BULLET_REGEXES.add("^[\u2160-\u216B].*");//"^[Ⅰ-Ⅻ]" + BULLET_REGEXES.add("^[\u2170-\u217B].*");//"^[ⅰ-ⅻ]" + BULLET_REGEXES.add("^[\u2460-\u2473].*");//"^[①-⑳]" + BULLET_REGEXES.add("^[\u2474-\u2487].*");//"^[⑴-⒇]" + BULLET_REGEXES.add("^[\u2488-\u249B].*");//"^[⒈-⒛]" + BULLET_REGEXES.add("^[\u249C-\u24B5].*");//"^[⒜-⒵]" + BULLET_REGEXES.add("^[\u24B6-\u24CF].*");//"^[Ⓐ-Ⓩ]" + BULLET_REGEXES.add("^[\u24D0-\u24E9].*");//"^[ⓐ-ⓩ]" + BULLET_REGEXES.add("^[\u24F5-\u24FE].*");//"^[⓵-⓾]" + BULLET_REGEXES.add("^[\u2776-\u277F].*");//"^[❶-❿]" + BULLET_REGEXES.add("^[\u2780-\u2789].*");//"^[➀-➉]" + BULLET_REGEXES.add("^[\u278A-\u2793].*");//"^[➊-➓]" + BULLET_REGEXES.add("^[\u326E-\u327B].*");//"^[㉮-㉻]" + BULLET_REGEXES.add("^[\uF081-\uF08A].*");//"^[-]" + BULLET_REGEXES.add("^[\uF08C-\uF095].*");//"^[-]" + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/ContentSanitizer.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/ContentSanitizer.java new file mode 100644 index 0000000..b08b083 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/ContentSanitizer.java @@ -0,0 +1,322 @@ +package org.opendataloader.pdf.utils; + +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeaderOrFooter; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.TextBlock; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextColumn; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.util.Comparator; +import java.util.List; +import java.util.ArrayList; +import java.util.logging.Level; +import java.util.logging.Logger; +import java.util.regex.Matcher; + +public class ContentSanitizer { + private static final Logger LOGGER = Logger.getLogger(ContentSanitizer.class.getName()); + private final List rules; + private final boolean contentSafetyEnabled; + + public ContentSanitizer(List rules) { + this.rules = rules; + this.contentSafetyEnabled = true; + } + + public ContentSanitizer(List rules, boolean contentSafetyEnabled) { + this.rules = rules; + this.contentSafetyEnabled = contentSafetyEnabled; + } + + public void sanitizeContents(List> contents) { + if (!contentSafetyEnabled) { + return; + } + + for (List pageContents : contents) { + for (IObject obj : pageContents) { + processObject(obj); + } + } + } + + private void processObject(IObject obj) { + if (obj instanceof SemanticTextNode) { + processSemanticTextNode((SemanticTextNode) obj); + } else if (obj instanceof TextLine) { + processTextLine((TextLine) obj); + } else if (obj instanceof PDFList) { + processPDFList((PDFList) obj); + } else if (obj instanceof TableBorder) { + processTableBorder((TableBorder) obj); + } else if (obj instanceof SemanticHeaderOrFooter) { + processSemanticHeaderOrFooter((SemanticHeaderOrFooter) obj); + } + } + + private void processSemanticHeaderOrFooter(SemanticHeaderOrFooter headerOrFooter) { + for (IObject obj : headerOrFooter.getContents()) { + processObject(obj); + } + } + + private void processPDFList(PDFList pdfList) { + for (ListItem listItem : pdfList.getListItems()) { + for (TextLine textLine : listItem.getLines()) { + processTextLine(textLine); + } + for (IObject obj : listItem.getContents()) { + processObject(obj); + } + } + } + + private void processTableBorder(TableBorder tableBorder) { + for (TableBorderRow row : tableBorder.getRows()) { + TableBorderCell[] cells = row.getCells(); + for (int columnNumber = 0; columnNumber < cells.length; columnNumber++) { + TableBorderCell cell = cells[columnNumber]; + if (cell.getColNumber() == columnNumber && cell.getRowNumber() == row.getRowNumber()) { + for (IObject obj : cell.getContents()) { + processObject(obj); + } + } + } + } + } + + private void processSemanticTextNode(SemanticTextNode node) { + for (TextColumn textColumn : node.getColumns()) { + for (TextBlock textBlock : textColumn.getBlocks()) { + for (TextLine textLine : textBlock.getLines()) { + processTextLine(textLine); + } + } + } + } + + private void processTextLine(TextLine textLine) { + if (textLine == null || textLine.getTextChunks() == null || textLine.getTextChunks().isEmpty()) { + return; + } + String originalText = textLine.getValue(); + if (originalText.isEmpty()) { + return; + } + + List replacements = findAllReplacements(originalText); + if (replacements.isEmpty()) { + return; + } + List textChunks = textLine.getTextChunks(); + List newChunks = applyReplacementsToChunks(textChunks, replacements); + + textChunks.clear(); + textChunks.addAll(newChunks); + } + + protected List applyReplacementsToChunks(List originalChunks, + List replacements) { + List newChunks = new ArrayList<>(); + List chunkInfos = getChunkInfos(originalChunks); + int currentChunkIndex = 0; + int currentPosition = 0; + replacements.sort(Comparator.comparingInt((ReplacementInfo a) -> a.originalStart) + .thenComparing(Comparator.comparingInt((ReplacementInfo a) -> a.originalEnd).reversed())); + removeOverlappingReplacements(replacements); + for (ReplacementInfo replacement : replacements) { + while (currentPosition < replacement.originalStart && currentChunkIndex < chunkInfos.size()) { + ChunkInfo info = chunkInfos.get(currentChunkIndex); + if (currentPosition >= info.start && currentPosition < info.end) { + int chunkStart = currentPosition - info.start; + int chunkEnd = Math.min(info.end, replacement.originalStart) - info.start; + + if (chunkStart < chunkEnd) { + TextChunk chunk = originalChunks.get(currentChunkIndex); + TextChunk subChunk = TextChunk.getTextChunk(chunk, chunkStart, chunkEnd); + if (isNotEmptyChunk(subChunk)) { + newChunks.add(subChunk); + } + } + currentPosition = Math.min(info.end, replacement.originalStart); + + if (currentPosition >= info.end) { + currentChunkIndex++; + } + } else { + currentChunkIndex++; + } + } + int endChunkIndex = findEndChunkIndex(currentChunkIndex, chunkInfos, replacement); + String replacementText = replacement.replacementText; + if (!replacementText.isEmpty()) { + newChunks.add(createReplacementChunk(originalChunks, currentChunkIndex, replacementText, endChunkIndex, replacement, chunkInfos)); + } + currentPosition = replacement.originalEnd; + currentChunkIndex = endChunkIndex; + if (currentChunkIndex < chunkInfos.size() && currentPosition == chunkInfos.get(endChunkIndex).end) { + currentChunkIndex++; + } + + } + if (currentChunkIndex < chunkInfos.size()) { + ChunkInfo info = chunkInfos.get(currentChunkIndex); + + if (currentPosition >= info.start && currentPosition < info.end) { + int chunkStart = currentPosition - info.start; + TextChunk chunk = originalChunks.get(currentChunkIndex); + TextChunk subChunk = TextChunk.getTextChunk(chunk, chunkStart, info.length); + if (isNotEmptyChunk(subChunk)) { + newChunks.add(subChunk); + } + currentChunkIndex++; + } + while (currentChunkIndex < originalChunks.size()) { + info = chunkInfos.get(currentChunkIndex); + if (currentPosition < info.start) { + TextChunk chunk = originalChunks.get(currentChunkIndex); + if (isNotEmptyChunk(chunk)) { + newChunks.add(chunk); + } + } + currentChunkIndex++; + } + } + + return newChunks; + } + + private static boolean doReplacementsOverlap(ReplacementInfo a, ReplacementInfo b) { + return Math.max(a.originalStart, b.originalStart) < Math.min(a.originalEnd, b.originalEnd); + } + + private static void removeOverlappingReplacements(List replacements) { + if (replacements.size() <= 1) { + return; + } + + int index = 1; + ReplacementInfo lastReplacement = replacements.get(0); + + for (int i = 1; i < replacements.size(); i++) { + ReplacementInfo cur = replacements.get(i); + if (!doReplacementsOverlap(lastReplacement, cur)) { + replacements.set(index++, cur); + lastReplacement = cur; + } else { + LOGGER.log(Level.INFO,"Dropping overlapping replacement: " + cur.replacementText + + " (start = " + cur.originalStart + ", end = " + cur.originalEnd + ") overlaps with " + + lastReplacement.replacementText + " (start = " + lastReplacement.originalStart + + ", end = " + lastReplacement.originalEnd + ")"); + } + } + replacements.subList(index, replacements.size()).clear(); + } + + private TextChunk createReplacementChunk(List originalChunks, int currentChunkIndex, String replacementText, + int endChunkIndex, ReplacementInfo replacement, List chunkInfos) { + TextChunk sourceChunk = originalChunks.get(currentChunkIndex); + TextChunk replacementChunk = new TextChunk(sourceChunk); + replacementChunk.setValue(replacementText); + updateBBoxForReplacement(replacementChunk, originalChunks, currentChunkIndex, endChunkIndex, replacement.originalStart, replacement.originalEnd, chunkInfos); + return replacementChunk; + } + + private int findEndChunkIndex(int currentChunkIndex, List chunkInfos, ReplacementInfo replacement) { + int endChunkIndex = -1; + for (int i = currentChunkIndex; i < chunkInfos.size(); i++) { + ChunkInfo info = chunkInfos.get(i); + if (replacement.originalEnd > info.start && + replacement.originalEnd <= info.end) { + endChunkIndex = i; + break; + } + } + if (endChunkIndex == -1) { + endChunkIndex = chunkInfos.size() - 1; + } + return endChunkIndex; + } + + private boolean isNotEmptyChunk(TextChunk chunk) { + return chunk != null && chunk.getValue() != null && !chunk.getValue().isEmpty(); + } + + protected List findAllReplacements(String originalText) { + List replacements = new ArrayList<>(); + + for (SanitizationRule rule : rules) { + Matcher matcher = rule.getPattern().matcher(originalText); + while (matcher.find()) { + replacements.add(new ReplacementInfo(matcher.start(), matcher.end(), rule.getReplacement())); + } + } + return replacements; + } + + private void updateBBoxForReplacement(TextChunk replacementChunk, + List originalChunks, + int startChunkIndex, int endChunkIndex, + int replacementStart, int replacementEnd, + List chunkInfos) { + TextChunk firstChunk = originalChunks.get(startChunkIndex); + TextChunk lastChunk = originalChunks.get(endChunkIndex); + ChunkInfo firstInfo = chunkInfos.get(startChunkIndex); + ChunkInfo lastInfo = chunkInfos.get(endChunkIndex); + int startInFirstChunk = replacementStart - firstInfo.start; + int endInLastChunk = replacementEnd - lastInfo.start; + double left = firstChunk.getSymbolStartCoordinate(startInFirstChunk); + double right = lastChunk.getSymbolStartCoordinate(endInLastChunk); + + BoundingBox bBox = replacementChunk.getBoundingBox(); + bBox.setLeftX(left); + bBox.setRightX(right); + replacementChunk.adjustSymbolEndsToBoundingBox(null); + } + + protected static class ReplacementInfo { + int originalStart; + int originalEnd; + String replacementText; + + ReplacementInfo(int originalStart, int originalEnd, String replacementText) { + this.originalStart = originalStart; + this.originalEnd = originalEnd; + this.replacementText = replacementText; + } + } + + private static class ChunkInfo { + int start; + int end; + int length; + + ChunkInfo(int start, int length) { + this.start = start; + this.length = length; + this.end = start + length; + } + } + + private List getChunkInfos(List textChunks) { + List infos = new ArrayList<>(); + int currentPosition = 0; + + for (TextChunk chunk : textChunks) { + String chunkText = chunk.getValue() != null ? chunk.getValue() : ""; + int chunkLength = chunkText.length(); + infos.add(new ChunkInfo(currentPosition, chunkLength)); + currentPosition += chunkLength; + } + + return infos; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/FileUtils.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/FileUtils.java new file mode 100644 index 0000000..806743c --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/FileUtils.java @@ -0,0 +1,31 @@ +package org.opendataloader.pdf.utils; + +/** + * File-name utility helpers shared across the PDF processing pipeline. + */ +public class FileUtils { + + private FileUtils() { + // utility class — no instances + } + + /** + * Returns the base name of {@code fileName} by stripping the last extension. + * + *

    Uses {@link String#lastIndexOf(int) lastIndexOf('.')} so it correctly handles: + *

      + *
    • Uppercase extensions — {@code "my_paper.PDF"} → {@code "my_paper"}
      • + *
    • Multi-dot filenames — {@code "report.v1.2.pdf"} → {@code "report.v1.2"}
      • + *
    • No extension — {@code "myfile"} → {@code "myfile"}
      • + *
    • Hidden files / dot at index 0 — {@code ".hidden"} → {@code ".hidden"}
      • + *
    + * + * @param fileName the plain file name (not a full path) + * @return the file name without its last extension, or the original string if no + * extension is present or the only dot is at position 0 + */ + public static String getBaseName(String fileName) { + int dotIndex = fileName.lastIndexOf('.'); + return dotIndex > 0 ? fileName.substring(0, dotIndex) : fileName; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/GeneratorUtils.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/GeneratorUtils.java new file mode 100644 index 0000000..34e68d8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/GeneratorUtils.java @@ -0,0 +1,53 @@ +package org.opendataloader.pdf.utils; + +import org.opendataloader.pdf.html.HtmlGenerator; +import org.opendataloader.pdf.markdown.MarkdownGenerator; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.TextBlock; +import org.verapdf.wcag.algorithms.entities.content.TextColumn; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.TextChunkUtils; + +import java.util.List; + +public class GeneratorUtils { + + public static String getTextFromTextNode(SemanticTextNode textNode, OutputType outputType) { + StringBuilder stringBuilder = new StringBuilder(); + for (TextColumn column : textNode.getColumns()) { + List blocks = column.getBlocks(); + for (int i = 0; i < blocks.size() - 1; i++) { + TextBlock block = blocks.get(i); + stringBuilder.append(getTextFromLines(block.getLines(), outputType)); + TextChunkUtils.formatLineEnd(stringBuilder); + } + stringBuilder.append(getTextFromLines(blocks.get(blocks.size() - 1).getLines(), outputType)); + } + return stringBuilder.toString(); + } + + public static String getTextFromLines(List textLines, OutputType outputType) { + StringBuilder stringBuilder = new StringBuilder(); + for (int i = 0; i < textLines.size() - 1; i++) { + TextLine line = textLines.get(i); + switch (outputType) { + case MD: + MarkdownGenerator.getTextFromLineForMarkdown(line, stringBuilder); + break; + case HTML: + HtmlGenerator.getTextFromLineForHTML(line, stringBuilder); + break; + } + TextChunkUtils.formatLineEnd(stringBuilder); + } + switch (outputType) { + case MD: + MarkdownGenerator.getTextFromLineForMarkdown(textLines.get(textLines.size() - 1), stringBuilder); + break; + case HTML: + HtmlGenerator.getTextFromLineForHTML(textLines.get(textLines.size() - 1), stringBuilder); + break; + } + return stringBuilder.toString(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/ImagesUtils.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/ImagesUtils.java new file mode 100644 index 0000000..4b5ace6 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/ImagesUtils.java @@ -0,0 +1,200 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.markdown.MarkdownSyntax; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.ObjectKey; +import org.verapdf.wcag.algorithms.entities.SemanticHeaderOrFooter; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.consumers.ContrastRatioConsumer; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.StreamInfo; + +import javax.imageio.ImageIO; +import java.awt.image.BufferedImage; +import java.io.ByteArrayOutputStream; +import java.io.File; +import java.io.IOException; +import java.util.List; +import java.util.logging.Level; +import java.util.logging.Logger; + +public class ImagesUtils { + private static final Logger LOGGER = Logger.getLogger(ImagesUtils.class.getCanonicalName()); + + /** + * Tracks whether the images output directory has already been created for this + * ImagesUtils instance, so we only invoke {@link #createImagesDirectory(String)} + * once per document — matching the previous behaviour that piggy-backed on the + * (now removed) {@code contrastRatioConsumer} field as a "first call" sentinel. + */ + private boolean imagesDirectoryInitialized = false; + + public void createImagesDirectory(String path) { + // Embedded mode is self-contained: no external image directory is created. + if (StaticLayoutContainers.isEmbedImages()) { + return; + } + File directory = new File(path); + if (!directory.exists()) { + directory.mkdirs(); + } + } + + public void write(List> contents) { + for (int pageNumber = 0; pageNumber < StaticContainers.getDocument().getNumberOfPages(); pageNumber++) { + for (IObject content : contents.get(pageNumber)) { + writeFromContents(content); + } + } + } + + private void writeFromContents(IObject content) { + if (content instanceof ImageChunk) { + writeImage((ImageChunk) content); + } else if (content instanceof SemanticPicture) { + writePicture((SemanticPicture) content); + } else if (content instanceof PDFList) { + for (ListItem listItem : ((PDFList) content).getListItems()) { + for (IObject item : listItem.getContents()) { + writeFromContents(item); + } + } + } else if (content instanceof TableBorder) { + for (TableBorderRow row : ((TableBorder) content).getRows()) { + TableBorderCell[] cells = row.getCells(); + for (int columnNumber = 0; columnNumber < cells.length; columnNumber++) { + TableBorderCell cell = cells[columnNumber]; + if (cell.getColNumber() == columnNumber && cell.getRowNumber() == row.getRowNumber()) { + for (IObject item : cell.getContents()) { + writeFromContents(item); + } + } + } + } + } else if (content instanceof SemanticHeaderOrFooter) { + for (IObject item : ((SemanticHeaderOrFooter) content).getContents()) { + writeFromContents(item); + } + } + } + + protected void writeImage(ImageChunk chunk) { + int currentImageIndex = StaticLayoutContainers.incrementImageIndex(); + ensureImagesDirectoryInitialized(); + String imageFormat = StaticLayoutContainers.getImageFormat(); + String fileName = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectory(), + File.separator, currentImageIndex, imageFormat); + chunk.setIndex(currentImageIndex); + StreamInfo streamInfo = chunk.getStreamInfos() != null && !chunk.getStreamInfos().isEmpty() ? chunk.getStreamInfos().get(0) : null; + createImageFile(chunk.getBoundingBox(), fileName, imageFormat, streamInfo != null ? streamInfo.getXImageObjectKey() : null); + } + + protected void writePicture(SemanticPicture picture) { + int pictureIndex = picture.getPictureIndex(); + ensureImagesDirectoryInitialized(); + String imageFormat = StaticLayoutContainers.getImageFormat(); + String fileName = String.format(MarkdownSyntax.IMAGE_FILE_NAME_FORMAT, StaticLayoutContainers.getImagesDirectory(), + File.separator, pictureIndex, imageFormat); + createImageFile(picture.getBoundingBox(), fileName, imageFormat, null); + } + + private void ensureImagesDirectoryInitialized() { + if (!imagesDirectoryInitialized) { + createImagesDirectory(StaticLayoutContainers.getImagesDirectory()); + imagesDirectoryInitialized = true; + } + } + + /** + * Issue #458 hotfix: no longer keeps a long-lived reference to + * {@link ContrastRatioConsumer} on this instance. The consumer is + * retrieved per call from {@link StaticLayoutContainers} (which caches + * it in a ThreadLocal), used to fetch the page sub-image, and then + * dropped — letting the JVM reclaim the rendered BufferedImage as + * soon as {@link #writeBufferedImageToFile} returns. + */ + private void createImageFile(BoundingBox imageBox, String fileName, String imageFormat, ObjectKey xImageObjectKey) { + if (StaticContainers.getImagesUtils() == null) { + LOGGER.log(Level.WARNING, "Image extraction will be skipped for this document."); + return; + } + BufferedImage targetImage = null; + if (xImageObjectKey != null) { + targetImage = StaticContainers.getImagesUtils().getXObjectImage(imageBox.getPageNumber(), xImageObjectKey); + } + if (targetImage == null) { + targetImage = StaticContainers.getImagesUtils().getPageSubImage(imageBox); + } + if (targetImage == null) { + return; + } + writeBufferedImageToFile(targetImage, fileName, imageFormat); + } + + /** + * Writes the given {@link BufferedImage} to disk (or embed cache) and + * always invokes {@link BufferedImage#flush()} afterwards — even on + * I/O failure — so the raster data and any cached resources become + * eligible for GC. + * + * Hotfix for issue #458: without flush(), large page-sub-images + * accumulate on the heap and trigger {@code OutOfMemoryError}. + * + * Package-private to allow direct unit testing of the flush contract. + */ + void writeBufferedImageToFile(BufferedImage targetImage, String fileName, String imageFormat) { + try { + try { + if (StaticLayoutContainers.isEmbedImages()) { + // Embedded mode: encode in memory and cache for downstream base64 inlining; + // no disk write — output is a single self-contained file. + ByteArrayOutputStream buffer = new ByteArrayOutputStream(); + ImageIO.write(targetImage, imageFormat, buffer); + StaticLayoutContainers.cacheEmbeddedImageBytes(fileName, buffer.toByteArray()); + } else { + File outputFile = new File(fileName); + ImageIO.write(targetImage, imageFormat, outputFile); + } + } catch (IOException e) { + // Same catch covers both branches — encoding-to-buffer (embedded) + // and writing-to-disk (external). Keep the message neutral. + LOGGER.log(Level.WARNING, "Unable to encode image: " + e.getMessage()); + } + } finally { + // Issue #458: release raster + cached resources so they can be GC'd + // even if encoding/writing fails. + targetImage.flush(); + } + } + + public static boolean isImageFileExists(String fileName) { + if (StaticLayoutContainers.isEmbedImages() && StaticLayoutContainers.hasEmbeddedImageBytes(fileName)) { + return true; + } + File outputFile = new File(fileName); + return outputFile.exists(); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/ModeWeightStatistics.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/ModeWeightStatistics.java new file mode 100644 index 0000000..0b8f810 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/ModeWeightStatistics.java @@ -0,0 +1,75 @@ +package org.opendataloader.pdf.utils; + +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.stream.Collectors; + +public class ModeWeightStatistics { + private final double scoreMax; + private final double scoreMin; + private final double modeMin; + private final double modeMax; + private final Map countMap = new HashMap<>(); + private List> sorted = new ArrayList<>(); + private List higherScores = new ArrayList<>(); + private boolean isInitHigherScores = false; + + public ModeWeightStatistics(double scoreMin, double scoreMax, double modeMin, double modeMax) { + this.scoreMin = scoreMin; + this.scoreMax = scoreMax; + this.modeMin = modeMin; + this.modeMax = modeMax; + } + + public void addScore(double score) { + countMap.merge(score, 1L, Long::sum); + } + + public double getBoost(double score) { + initHigherScores(); + int n = higherScores.size(); + if (n == 0) { + return 0.0; + } + for (int i = 0; i < n; i++) { + if (Double.compare(higherScores.get(i), score) == 0) { + return (double) (i + 1) / n; + } + } + return 0.0; + } + + public void sortByFrequency() { + sorted = new ArrayList<>(countMap.entrySet()); + sorted.sort((a, b) -> Long.compare(b.getValue(), a.getValue())); + } + + public double getMode() { + for (Map.Entry entry : sorted) { + double value = entry.getKey(); + if (value >= modeMin && value <= modeMax) { + return value; + } + } + return 0.0; + } + + private void initHigherScores() { + if (isInitHigherScores) { + return; + } + + sortByFrequency(); + double mode = getMode(); + + higherScores = sorted.stream() + .map(Map.Entry::getKey) + .filter(s -> s > mode && s >= scoreMin && s <= scoreMax) + .sorted() + .collect(Collectors.toList()); + + isInitHigherScores = true; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/OutputType.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/OutputType.java new file mode 100644 index 0000000..780a32f --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/OutputType.java @@ -0,0 +1,9 @@ +package org.opendataloader.pdf.utils; + +public enum OutputType { + TXT, + MD, + HTML, + JSON, + PDF +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/SanitizationRule.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/SanitizationRule.java new file mode 100644 index 0000000..a96ed2b --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/SanitizationRule.java @@ -0,0 +1,21 @@ +package org.opendataloader.pdf.utils; + +import java.util.regex.Pattern; + +public class SanitizationRule { + private final Pattern pattern; + private final String replacement; + + public SanitizationRule(Pattern pattern, String replacement) { + this.pattern = pattern; + this.replacement = replacement; + } + + public Pattern getPattern() { + return pattern; + } + + public String getReplacement() { + return replacement; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/TextNodeStatistics.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/TextNodeStatistics.java new file mode 100644 index 0000000..92db752 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/TextNodeStatistics.java @@ -0,0 +1,47 @@ +package org.opendataloader.pdf.utils; + +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; + +public class TextNodeStatistics { + private final ModeWeightStatistics fontSizeStatistics; + private final ModeWeightStatistics fontWeightStatistics; + private final TextNodeStatisticsConfig config; + + public TextNodeStatistics() { + this(new TextNodeStatisticsConfig()); + } + + public TextNodeStatistics(TextNodeStatisticsConfig config) { + this.config = config; + + double sizeScoreMin = config.fontSizeHeadingMin; + double sizeScoreMax = config.fontSizeHeadingMax; + double sizeModeMin = config.fontSizeDominantMin; + double sizeModeMax = config.fontSizeDominantMax; + fontSizeStatistics = new ModeWeightStatistics(sizeScoreMin, sizeScoreMax, sizeModeMin, sizeModeMax); + + double weightScoreMin = config.fontWeightHeadingMin; + double weightScoreMax = config.fontWeightHeadingMax; + double weightModeMin = config.fontWeightDominantMin; + double weightModeMax = config.fontWeightDominantMax; + fontWeightStatistics = new ModeWeightStatistics(weightScoreMin, weightScoreMax, weightModeMin, weightModeMax); + } + + public void addTextNode(SemanticTextNode textNode) { + if (textNode == null) { + return; + } + fontSizeStatistics.addScore(textNode.getFontSize()); + fontWeightStatistics.addScore(textNode.getFontWeight()); + } + + public double fontSizeRarityBoost(SemanticTextNode textNode) { + double boost = fontSizeStatistics.getBoost(textNode.getFontSize()); + return boost * config.fontSizeRarityBoost; + } + + public double fontWeightRarityBoost(SemanticTextNode textNode) { + double boost = fontWeightStatistics.getBoost(textNode.getFontWeight()); + return boost * config.fontWeightRarityBoost; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/TextNodeStatisticsConfig.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/TextNodeStatisticsConfig.java new file mode 100644 index 0000000..9dc35f7 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/TextNodeStatisticsConfig.java @@ -0,0 +1,20 @@ +package org.opendataloader.pdf.utils; + +/** + * Configuration holder that exposes the scoring constants used by {@link TextNodeStatistics}. + * The defaults mimic the legacy hard-coded probabilities but callers may override them + * to tune heading detection without touching the algorithm code. + */ +public class TextNodeStatisticsConfig { + public double fontSizeDominantMin = 10.0; + public double fontSizeDominantMax = 13.0; + public double fontSizeHeadingMin = 10.0; + public double fontSizeHeadingMax = 32.0; + public double fontSizeRarityBoost = 0.5; + + public double fontWeightDominantMin = 395.0; + public double fontWeightDominantMax = 405.0; + public double fontWeightHeadingMin = 400.0; + public double fontWeightHeadingMax = 900.0; + public double fontWeightRarityBoost = 0.3; +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/TextNodeUtils.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/TextNodeUtils.java new file mode 100644 index 0000000..b60102f --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/TextNodeUtils.java @@ -0,0 +1,55 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils; + +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; + +import java.util.logging.Level; +import java.util.logging.Logger; + +public class TextNodeUtils { + private static final Logger LOGGER = Logger.getLogger(TextNodeUtils.class.getName()); + private static final double[] DEFAULT_TEXT_COLOR = {0.0, 0.0, 0.0}; + + /** + * Returns the text color, falling back to default black on NPE. + * Hybrid backend nodes may lack color info; returning a default + * keeps heading detection and line merging working normally. + */ + public static double[] getTextColorOrDefault(SemanticTextNode textNode) { + try { + double[] color = textNode.getTextColor(); + return color != null ? color : DEFAULT_TEXT_COLOR; + } catch (NullPointerException e) { + LOGGER.log(Level.FINE, "textColor unavailable, using default black", e); + return DEFAULT_TEXT_COLOR; + } + } + + /** + * Returns the raw text color, or null if unavailable. + * Use this for serialization where omitting the field is preferred + * over writing a fabricated default. + */ + public static double[] getTextColorOrNull(SemanticTextNode textNode) { + try { + return textNode.getTextColor(); + } catch (NullPointerException e) { + LOGGER.log(Level.FINE, "textColor unavailable", e); + return null; + } + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/LevelInfo.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/LevelInfo.java new file mode 100644 index 0000000..9ec32ba --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/LevelInfo.java @@ -0,0 +1,107 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils.levels; + +import org.opendataloader.pdf.utils.BulletedParagraphUtils; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; + +import java.util.Objects; + +public class LevelInfo { + + protected static final double X_GAP_MULTIPLIER = 0.3; + + private final double left; + private final double right; + + public LevelInfo(double left, double right) { + this.left = left; + this.right = right; + } + + public static boolean areSameLevelsInfos(LevelInfo levelInfo1, LevelInfo levelInfo2) { + if (levelInfo1.isTable() || levelInfo2.isTable()) { + return false; + } + boolean checkBoundingBox = false; + if (levelInfo1.isList() && levelInfo2.isList()) { + ListLevelInfo listLevelInfo1 = (ListLevelInfo) levelInfo1; + ListLevelInfo listLevelInfo2 = (ListLevelInfo) levelInfo2; + if (Objects.equals(listLevelInfo1.getNumberingStyle(), listLevelInfo2.getNumberingStyle()) && + Objects.equals(listLevelInfo1.getCommonPrefix(), listLevelInfo2.getCommonPrefix())) { + checkBoundingBox = true; + } + } else if (levelInfo1.isTextBulletParagraph() && levelInfo2.isTextBulletParagraph()) { + TextBulletParagraphLevelInfo textBulletParagraphLevelInfo1 = (TextBulletParagraphLevelInfo) levelInfo1; + TextBulletParagraphLevelInfo textBulletParagraphLevelInfo2 = (TextBulletParagraphLevelInfo) levelInfo2; + if (Objects.equals(textBulletParagraphLevelInfo1.getLabel(), textBulletParagraphLevelInfo2.getLabel())) { + checkBoundingBox = true; + } + if (textBulletParagraphLevelInfo1.getLabelRegex() != null && Objects.equals(textBulletParagraphLevelInfo1.getLabelRegex(), textBulletParagraphLevelInfo2.getLabelRegex())) { + if (Objects.equals(textBulletParagraphLevelInfo1.getLabelRegex(), BulletedParagraphUtils.KOREAN_CHAPTER_REGEX)) { + return true; + } + checkBoundingBox = true; + } + } else if (levelInfo1.isLineArtBulletParagraph() && levelInfo2.isLineArtBulletParagraph()) { + LineArtBulletParagraphLevelInfo lineArtBulletParagraphLevelInfo1 = (LineArtBulletParagraphLevelInfo) levelInfo1; + LineArtBulletParagraphLevelInfo lineArtBulletParagraphLevelInfo2 = (LineArtBulletParagraphLevelInfo) levelInfo2; + LineArtChunk bullet1 = lineArtBulletParagraphLevelInfo1.getBullet(); + LineArtChunk bullet2 = lineArtBulletParagraphLevelInfo2.getBullet(); + if (LineArtChunk.areHaveSameSizes(bullet1, bullet2)) { + checkBoundingBox = true; + } + } + return checkBoundingBox ? checkBoundingBoxes(levelInfo1, levelInfo2) : false; + } + + public static boolean checkBoundingBoxes(LevelInfo levelInfo1, LevelInfo levelInfo2) { + if (levelInfo1.right < levelInfo2.left || levelInfo2.right < levelInfo1.left) { + + } else { + if (!NodeUtils.areCloseNumbers(levelInfo1.left, levelInfo2.left, getMaxXGap(levelInfo1, levelInfo2)) && + !NodeUtils.areCloseNumbers(levelInfo1.right, levelInfo2.right, getMaxXGap(levelInfo1, levelInfo2))) { + return false; + } + } + return true; + } + + public boolean isTable() { + return false; + } + + public boolean isList() { + return false; + } + + public boolean isLineArtBulletParagraph() { + return false; + } + + public boolean isTextBulletParagraph() { + return false; + } + + public double getMaxXGap() { + return 0; + } + + public static double getMaxXGap(LevelInfo levelInfo1, LevelInfo levelInfo2) { + return Math.max(levelInfo1.getMaxXGap(), levelInfo2.getMaxXGap()); + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/LineArtBulletParagraphLevelInfo.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/LineArtBulletParagraphLevelInfo.java new file mode 100644 index 0000000..06556b0 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/LineArtBulletParagraphLevelInfo.java @@ -0,0 +1,44 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils.levels; + +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; + +public class LineArtBulletParagraphLevelInfo extends LevelInfo { + private final LineArtChunk bullet; + private final double maxFontSize; + + public LineArtBulletParagraphLevelInfo(SemanticTextNode textNode) { + super(0, 0); + this.bullet = textNode.getFirstLine().getConnectedLineArtLabel(); + this.maxFontSize = textNode.getMaxFontSize(); + } + + @Override + public boolean isLineArtBulletParagraph() { + return true; + } + + public LineArtChunk getBullet() { + return bullet; + } + + @Override + public double getMaxXGap() { + return maxFontSize * X_GAP_MULTIPLIER; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/ListLevelInfo.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/ListLevelInfo.java new file mode 100644 index 0000000..7fe9c5a --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/ListLevelInfo.java @@ -0,0 +1,50 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils.levels; + +import org.verapdf.wcag.algorithms.entities.lists.PDFList; + +public class ListLevelInfo extends LevelInfo { + private final String commonPrefix; + private final String numberingStyle; + private final double maxFontSize; + + public ListLevelInfo(PDFList pdfList) { + super(pdfList.getFirstListItem().getFirstLine().getLeftX(), pdfList.getRightX()); +// this.label = pdfList.getFirstListItem().getFirstLine().getValue().substring(0, 1); + commonPrefix = pdfList.getCommonPrefix(); + numberingStyle = pdfList.getNumberingStyle(); + this.maxFontSize = pdfList.getFirstListItem().getFontSize(); + } + + @Override + public boolean isList() { + return true; + } + + public String getCommonPrefix() { + return commonPrefix; + } + + public String getNumberingStyle() { + return numberingStyle; + } + + @Override + public double getMaxXGap() { + return maxFontSize * X_GAP_MULTIPLIER; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/TableLevelInfo.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/TableLevelInfo.java new file mode 100644 index 0000000..018a9a8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/TableLevelInfo.java @@ -0,0 +1,29 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils.levels; + +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; + +public class TableLevelInfo extends LevelInfo { + public TableLevelInfo(TableBorder table) { + super(0, 0); + } + + @Override + public boolean isTable() { + return true; + } +} diff --git a/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/TextBulletParagraphLevelInfo.java b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/TextBulletParagraphLevelInfo.java new file mode 100644 index 0000000..6eed1ee --- /dev/null +++ b/java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/utils/levels/TextBulletParagraphLevelInfo.java @@ -0,0 +1,50 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils.levels; + +import org.opendataloader.pdf.utils.BulletedParagraphUtils; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; + +public class TextBulletParagraphLevelInfo extends LevelInfo { + private final String label; + private final String labelRegex; + private final double maxFontSize; + + public TextBulletParagraphLevelInfo(SemanticTextNode semanticTextNode) { + super(semanticTextNode.getFirstLine().getLeftX(), semanticTextNode.getRightX()); + this.labelRegex = BulletedParagraphUtils.getLabelRegex(semanticTextNode); + this.label = BulletedParagraphUtils.getLabel(semanticTextNode); + this.maxFontSize = semanticTextNode.getMaxFontSize(); + } + + @Override + public boolean isTextBulletParagraph() { + return true; + } + + public String getLabel() { + return label; + } + + public String getLabelRegex() { + return labelRegex; + } + + @Override + public double getMaxXGap() { + return maxFontSize * X_GAP_MULTIPLIER; + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/EmbedImagesIntegrationTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/EmbedImagesIntegrationTest.java new file mode 100644 index 0000000..95532ea --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/EmbedImagesIntegrationTest.java @@ -0,0 +1,231 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf; + +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.processors.DocumentProcessor; + +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * Integration tests for the --embed-images feature. + * Tests the full pipeline from Config to output files. + */ +class EmbedImagesIntegrationTest { + + private static final String SAMPLE_PDF_WITH_IMAGES = "../../samples/pdf/1901.03003.pdf"; + private static final String SAMPLE_PDF_BASENAME = "1901.03003"; + private static final String SAMPLE_PDF_IMAGES_DIR = SAMPLE_PDF_BASENAME + "_images"; + private static final String BASE64_DATA_URI_PREFIX = "data:image/png;base64,"; + private static final String BASE64_JPEG_PREFIX = "data:image/jpeg;base64,"; + + @TempDir + Path tempDir; + + @BeforeEach + void setUp() { + // Ensure sample PDF exists + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Warning: Sample PDF not found at " + samplePdf.getAbsolutePath()); + } + } + + @AfterEach + void tearDown() { + // Cleanup is handled by @TempDir + } + + @Test + void testEmbedImagesInJsonOutput() throws IOException { + // Given + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EMBEDDED); + config.setImageFormat("png"); + config.setGenerateJSON(true); + config.setGenerateHtml(false); + config.setGenerateMarkdown(false); + + // When + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + // Then + Path jsonOutput = tempDir.resolve(SAMPLE_PDF_BASENAME + ".json"); + assertTrue(Files.exists(jsonOutput), "JSON output should exist"); + + String jsonContent = Files.readString(jsonOutput); + assertTrue(jsonContent.contains("\"type\" : \"image\""), + "Sample PDF should produce at least one image entry"); + assertTrue( + jsonContent.contains(BASE64_DATA_URI_PREFIX) || jsonContent.contains(BASE64_JPEG_PREFIX), + "JSON should contain Base64 data URI for images when embedImages is true"); + assertTrue(jsonContent.contains("\"format\""), "JSON should contain format field"); + + Path imagesDir = tempDir.resolve(SAMPLE_PDF_IMAGES_DIR); + assertFalse(Files.exists(imagesDir), + "Embedded mode must be self-contained: external image directory should not be created"); + } + + @Test + void testEmbedImagesInHtmlOutput() throws IOException { + // Given + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EMBEDDED); + config.setImageFormat("png"); + config.setGenerateJSON(false); + config.setGenerateHtml(true); + + // When + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + // Then + Path htmlOutput = tempDir.resolve(SAMPLE_PDF_BASENAME + ".html"); + assertTrue(Files.exists(htmlOutput), "HTML output should exist"); + + String htmlContent = Files.readString(htmlOutput); + assertTrue(htmlContent.contains(" tag"); + assertTrue(htmlContent.contains("src=\"data:image/"), + "HTML img tags should use Base64 data URI when embedImages is true"); + + Path imagesDir = tempDir.resolve(SAMPLE_PDF_IMAGES_DIR); + assertFalse(Files.exists(imagesDir), + "Embedded mode must be self-contained: external image directory should not be created"); + } + + @Test + void testEmbedImagesInMarkdownOutput() throws IOException { + // Given + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EMBEDDED); + config.setImageFormat("png"); + config.setGenerateJSON(false); + config.setAddImageToMarkdown(true); + + // When + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + // Then + Path mdOutput = tempDir.resolve(SAMPLE_PDF_BASENAME + ".md"); + assertTrue(Files.exists(mdOutput), "Markdown output should exist"); + + String mdContent = Files.readString(mdOutput); + assertTrue(mdContent.contains("!["), + "Sample PDF should produce at least one markdown image block"); + assertTrue(mdContent.contains("](data:image/"), + "Markdown images should use Base64 data URI when embedImages is true"); + + Path imagesDir = tempDir.resolve(SAMPLE_PDF_IMAGES_DIR); + assertFalse(Files.exists(imagesDir), + "Embedded mode must be self-contained: external image directory should not be created"); + } + + @Test + void testNoEmbedImagesUsesFilePaths() throws IOException { + // Given + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EXTERNAL); + config.setGenerateJSON(true); + + // When + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + // Then + Path jsonOutput = tempDir.resolve(SAMPLE_PDF_BASENAME + ".json"); + assertTrue(Files.exists(jsonOutput), "JSON output should exist"); + + String jsonContent = Files.readString(jsonOutput); + assertTrue(jsonContent.contains("\"type\" : \"image\""), + "Sample PDF should produce at least one image entry"); + assertTrue(jsonContent.contains("\"source\""), "JSON should contain source field for file path"); + assertFalse(jsonContent.contains("\"data\" : \"data:image"), "JSON should not contain Base64 data"); + + Path imagesDir = tempDir.resolve(SAMPLE_PDF_IMAGES_DIR); + assertTrue(Files.exists(imagesDir), + "External mode must extract images to disk: image directory should be created"); + } + + @Test + void testEmbedImagesWithJpegFormat() throws IOException { + // Given + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EMBEDDED); + config.setImageFormat("jpeg"); + config.setGenerateJSON(true); + + // When + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + // Then + Path jsonOutput = tempDir.resolve(SAMPLE_PDF_BASENAME + ".json"); + assertTrue(Files.exists(jsonOutput), "JSON output should exist"); + + String jsonContent = Files.readString(jsonOutput); + assertTrue(jsonContent.contains("\"type\" : \"image\""), + "Sample PDF should produce at least one image entry"); + assertTrue(jsonContent.contains(BASE64_JPEG_PREFIX), + "JSON should contain JPEG Base64 data URI when imageFormat is jpeg"); + assertTrue(jsonContent.contains("\"format\" : \"jpeg\""), "Format field should be jpeg"); + + Path imagesDir = tempDir.resolve(SAMPLE_PDF_IMAGES_DIR); + assertFalse(Files.exists(imagesDir), + "Embedded mode must be self-contained: external image directory should not be created"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/HybridBackendFailureIntegrationTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/HybridBackendFailureIntegrationTest.java new file mode 100644 index 0000000..8b2da3e --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/HybridBackendFailureIntegrationTest.java @@ -0,0 +1,238 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf; + +import mockwebserver3.MockResponse; +import mockwebserver3.MockWebServer; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.api.OpenDataLoaderPDF; +import org.opendataloader.pdf.hybrid.HybridClientFactory; +import org.opendataloader.pdf.hybrid.HybridConfig; +import org.opendataloader.pdf.processors.DocumentProcessor; + +import java.io.File; +import java.io.IOException; +import java.net.ServerSocket; +import java.nio.file.Files; +import java.nio.file.Path; + +import static org.junit.jupiter.api.Assertions.assertDoesNotThrow; +import static org.junit.jupiter.api.Assertions.assertFalse; +import static org.junit.jupiter.api.Assertions.assertThrows; +import static org.junit.jupiter.api.Assertions.assertTrue; + +/** + * End-to-end test for the fail-fast contract on hybrid backend failures. + * + *

    Wires a real PDF through {@link DocumentProcessor#processFile} with a mocked + * hybrid backend, verifying that the failure surfaces as an {@link IOException} + * all the way to the caller — guarding the call site at which + * {@code HybridDocumentProcessor.processDocument} invokes the fail-fast helper. + * The {@code HybridDocumentProcessorTest} suite covers the helper in isolation; + * this test covers the wiring. + */ +class HybridBackendFailureIntegrationTest { + + private static final String SAMPLE_PDF = "../../samples/pdf/lorem.pdf"; + + @TempDir + Path tempDir; + + private MockWebServer server; + private File samplePdf; + + @BeforeEach + void setUp() throws IOException { + // HybridClientFactory keeps a process-wide cache keyed by backend name, + // so any earlier test that touched docling-fast leaves a client wired + // to its own URL. Clear it before standing up our MockWebServer URL. + HybridClientFactory.shutdown(); + + server = new MockWebServer(); + server.start(); + samplePdf = new File(SAMPLE_PDF); + assertTrue(samplePdf.exists(), "Sample PDF not found at " + samplePdf.getAbsolutePath()); + } + + @AfterEach + void tearDown() throws IOException { + try { + // Guard against partial @BeforeEach failure leaving server unassigned + // (HybridClientFactory.shutdown() or `new MockWebServer()` could throw + // before the assignment). JUnit 5 still calls tearDown, so the guard + // prevents an NPE from masking the real setup failure. + if (server != null) { + server.close(); + } + } finally { + // Drop the cached HybridClient holding the mock server's URL so other + // tests don't accidentally reuse it. Runs even if server.shutdown() + // throws, so the cache never leaks the mock URL into other tests. + OpenDataLoaderPDF.shutdown(); + } + } + + @Test + void backendPartialSuccessFailsFastWhenFallbackDisabled() { + // /health probe (Phase 0 checkAvailability) + server.enqueue(new MockResponse.Builder().code(200).body("ok").build()); + // /v1/convert/file response — the single page of lorem.pdf is marked + // failed. Listing just the requested pages keeps the test's intent + // explicit instead of relying on the processor's intersection logic. + String partialSuccess = "{" + + "\"status\": \"partial_success\"," + + "\"document\": {\"json_content\": {\"pages\": {}}}," + + "\"processing_time\": 0.5," + + "\"errors\": [\"Unknown page: pipeline terminated early\"]," + + "\"failed_pages\": [1]" + + "}"; + server.enqueue(new MockResponse.Builder() + .body(partialSuccess) + .addHeader("Content-Type", "application/json") + .build()); + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setHybrid("docling-fast"); + // Full mode routes every page to the backend, so the mocked response + // covers all of them without depending on triage decisions. + config.getHybridConfig().setMode(HybridConfig.MODE_FULL); + config.getHybridConfig().setUrl(server.url("").toString().replaceAll("/$", "")); + // setFallbackToJava is false by default; assert to document the precondition. + assertFalse(config.getHybridConfig().isFallbackToJava(), + "fallback should be disabled by default for this scenario"); + + IOException ex = assertThrows(IOException.class, + () -> DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config)); + + assertTrue(ex.getMessage().contains("page(s) with fallback disabled"), + "exception should mention fallback context: " + ex.getMessage()); + } + + /** + * PDFDLOSP-21 case 1 (P0): backend is entirely unreachable and + * {@code --hybrid-fallback} is ON. {@code processDocument} must catch the + * health-check IOException and route every page through the Java path so the + * run completes normally and writes a valid JSON output. + */ + @Test + void serverAbsent_withFallback_processesWithJava() throws IOException { + // Reserve a port and immediately close the socket so connection attempts + // hit a closed port (most reliable connection-refused simulation that + // does not depend on platform DNS quirks). + int closedPort = reserveClosedPort(); + String unreachableUrl = "http://127.0.0.1:" + closedPort; + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setHybrid("docling-fast"); + config.getHybridConfig().setMode(HybridConfig.MODE_FULL); + config.getHybridConfig().setUrl(unreachableUrl); + config.getHybridConfig().setFallbackToJava(true); + + assertDoesNotThrow( + () -> DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config), + "with --hybrid-fallback the run must succeed when the backend is absent"); + + Path jsonOutput = tempDir.resolve("lorem.json"); + assertTrue(Files.exists(jsonOutput), + "Java-fallback path should still produce JSON output at " + jsonOutput); + assertTrue(Files.size(jsonOutput) > 0L, + "JSON output must not be empty when fallback ran successfully"); + } + + /** + * PDFDLOSP-21 case 2 (P0): backend is entirely unreachable and + * {@code --hybrid-fallback} is OFF. The run must fail fast with an + * {@link IOException} whose message points the user at the new + * {@code --hybrid-fallback} escape hatch (DoclingFastServerClient patch). + */ + @Test + void serverAbsent_withoutFallback_failsFastWithHelpfulMessage() throws IOException { + int closedPort = reserveClosedPort(); + String unreachableUrl = "http://127.0.0.1:" + closedPort; + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setHybrid("docling-fast"); + config.getHybridConfig().setMode(HybridConfig.MODE_FULL); + config.getHybridConfig().setUrl(unreachableUrl); + // Document the precondition: fallback stays off, so health-check failure + // must propagate. + assertFalse(config.getHybridConfig().isFallbackToJava(), + "fallback must be disabled for the fail-fast scenario"); + + IOException ex = assertThrows(IOException.class, + () -> DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config)); + + String msg = ex.getMessage() == null ? "" : ex.getMessage(); + assertTrue(msg.contains("Hybrid server is not available"), + "exception should identify the health-check failure: " + msg); + assertTrue(msg.contains("--hybrid-fallback"), + "exception should point user to --hybrid-fallback escape hatch: " + msg); + } + + /** + * PDFDLOSP-21 case 3 (P0): same as case 1 but with an aggressive 1 ms + * timeout. The fallback path must be triggered by any IOException raised + * from {@code checkAvailability()} — connection refused, connect timeout, + * read timeout — so this guards H-6/H-7 equivalence: timeout-driven failures + * are recovered just like connection-refused failures. + */ + @Test + void serverAbsent_withFallbackAndTinyTimeout_processesWithJava() throws IOException { + int closedPort = reserveClosedPort(); + String unreachableUrl = "http://127.0.0.1:" + closedPort; + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setHybrid("docling-fast"); + config.getHybridConfig().setMode(HybridConfig.MODE_FULL); + config.getHybridConfig().setUrl(unreachableUrl); + config.getHybridConfig().setFallbackToJava(true); + config.getHybridConfig().setTimeoutMs(1); + + assertDoesNotThrow( + () -> DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config), + "fallback must handle timeout-driven health-check failures too"); + + Path jsonOutput = tempDir.resolve("lorem.json"); + assertTrue(Files.exists(jsonOutput), + "Java-fallback path should still produce JSON output at " + jsonOutput); + assertTrue(Files.size(jsonOutput) > 0L, + "JSON output must not be empty when fallback ran with tiny timeout"); + } + + /** + * Binds an ephemeral port and releases it. Subsequent connect() attempts to + * the returned port number are extremely likely to be refused, giving a + * deterministic "backend unreachable" condition without relying on + * unrouteable IPs (which can hang on some hosts). + */ + private static int reserveClosedPort() throws IOException { + try (ServerSocket socket = new ServerSocket(0)) { + return socket.getLocalPort(); + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/ImageDirIntegrationTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/ImageDirIntegrationTest.java new file mode 100644 index 0000000..7fccda0 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/ImageDirIntegrationTest.java @@ -0,0 +1,255 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf; + +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.processors.DocumentProcessor; + +import java.io.File; +import java.nio.file.Files; +import java.nio.file.Path; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * Integration tests for the --image-dir feature. + * Tests the full pipeline from Config to actual image file placement. + */ +class ImageDirIntegrationTest { + + private static final String SAMPLE_PDF_WITH_IMAGES = "../../samples/pdf/1901.03003.pdf"; + private static final String SAMPLE_PDF_BASENAME = "1901.03003"; + + @TempDir + Path tempDir; + + @AfterEach + void tearDown() { + StaticLayoutContainers.clearContainers(); + } + + @Test + void testCustomImageDir_imagesWrittenToCustomPath() throws Exception { + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Path outputDir = tempDir.resolve("output"); + Path customImageDir = tempDir.resolve("my-custom-images"); + + Config config = new Config(); + config.setOutputFolder(outputDir.toString()); + config.setImageDir(customImageDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EXTERNAL); + config.setGenerateJSON(true); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + // Verify images in custom directory + assertTrue(Files.exists(customImageDir), "Custom image dir should be created"); + assertTrue(Files.list(customImageDir).findAny().isPresent(), "Images should exist in custom dir"); + + // Verify default directory NOT created + Path defaultImageDir = outputDir.resolve(SAMPLE_PDF_BASENAME + "_images"); + assertFalse(Files.exists(defaultImageDir), "Default dir should NOT be created when custom dir is specified"); + } + + @Test + void testDefaultImageDir_imagesWrittenToDefaultPath() throws Exception { + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Path outputDir = tempDir.resolve("output"); + + Config config = new Config(); + config.setOutputFolder(outputDir.toString()); + // imageDir not set - should use default + config.setImageOutput(Config.IMAGE_OUTPUT_EXTERNAL); + config.setGenerateJSON(true); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + // Verify images in default directory + Path defaultImageDir = outputDir.resolve(SAMPLE_PDF_BASENAME + "_images"); + assertTrue(Files.exists(defaultImageDir), "Default image dir should be created"); + assertTrue(Files.list(defaultImageDir).findAny().isPresent(), "Images should exist in default dir"); + } + + @Test + void testCustomImageDir_jsonReferencesCorrectPath() throws Exception { + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Path customImageDir = tempDir.resolve("custom-images"); + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setImageDir(customImageDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EXTERNAL); + config.setGenerateJSON(true); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(SAMPLE_PDF_BASENAME + ".json"); + assertTrue(Files.exists(jsonOutput), "JSON output should exist"); + + String jsonContent = Files.readString(jsonOutput); + + // JSON should reference custom-images directory + if (jsonContent.contains("\"source\"")) { + assertTrue(jsonContent.contains("custom-images/imageFile"), + "JSON source should reference custom image directory"); + } + } + + @Test + void testCustomImageDir_markdownReferencesCorrectPath() throws Exception { + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Path customImageDir = tempDir.resolve("my-images"); + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setImageDir(customImageDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EXTERNAL); + config.setGenerateJSON(false); + config.setAddImageToMarkdown(true); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(SAMPLE_PDF_BASENAME + ".md"); + assertTrue(Files.exists(mdOutput), "Markdown output should exist"); + + String mdContent = Files.readString(mdOutput); + + // Markdown should reference custom image directory + if (mdContent.contains("![")) { + assertTrue(mdContent.contains("my-images/imageFile"), + "Markdown should reference custom image directory"); + } + } + + /** + * Regression test for #405: when the input filename contains characters that + * have special meaning in CommonMark link destinations (spaces, parens, etc.), + * the on-disk directory keeps the original filename and the rendered Markdown + * link wraps the destination in angle brackets per CommonMark §6.4 so it stays + * a single, parseable token. + */ + @Test + void testDefaultImageDir_markdownLinkUsesAngleBracketDestination() throws Exception { + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + // Copy the sample PDF under a filename containing CommonMark-reserved chars. + String unsafeStem = "my paper (draft) [v2]"; + Path renamed = tempDir.resolve(unsafeStem + ".pdf"); + Files.copy(samplePdf.toPath(), renamed); + + Path outputDir = tempDir.resolve("output"); + + Config config = new Config(); + config.setOutputFolder(outputDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EXTERNAL); + config.setGenerateJSON(false); + config.setAddImageToMarkdown(true); + + DocumentProcessor.processFile(renamed.toAbsolutePath().toString(), config); + + // The on-disk image directory keeps the original filename — we don't rewrite + // user input. The rendered destination uses the angle-bracket form. + Path imageDir = outputDir.resolve(unsafeStem + "_images"); + assertTrue(Files.exists(imageDir), + "On-disk image directory should keep the original filename"); + + Path mdOutput = outputDir.resolve(unsafeStem + ".md"); + assertTrue(Files.exists(mdOutput), "Markdown output should exist"); + + String mdContent = Files.readString(mdOutput); + assertTrue(mdContent.contains("!["), + "Test precondition: sample must produce markdown image syntax"); + + // Inside `<...>` the path stays byte-identical to the on-disk directory. + String expectedDestination = "<" + unsafeStem + "_images/imageFile"; + assertTrue(mdContent.contains(expectedDestination), + "Markdown link should wrap the path in angle brackets; expected '" + expectedDestination + "'"); + // The raw unwrapped form must NOT appear inside a link destination — that + // is the exact bug #405 reports. + assertFalse(mdContent.contains("(" + unsafeStem + "_images/"), + "Raw unwrapped directory name must not appear as a Markdown link destination"); + } + + /** + * #405 reproduces equally through the `--image-dir` path. A user-provided + * directory name with spaces or parens lands verbatim on disk (we respect the + * user's input) and the Markdown link wraps it in angle brackets. + */ + @Test + void testCustomImageDir_markdownLinkUsesAngleBracketDestination() throws Exception { + File samplePdf = new File(SAMPLE_PDF_WITH_IMAGES); + if (!samplePdf.exists()) { + System.out.println("Skipping test: Sample PDF not found"); + return; + } + + Path customImageDir = tempDir.resolve("my pictures (v2)"); + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setImageDir(customImageDir.toString()); + config.setImageOutput(Config.IMAGE_OUTPUT_EXTERNAL); + config.setGenerateJSON(false); + config.setAddImageToMarkdown(true); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + // On-disk directory keeps the user-provided name verbatim. + assertTrue(Files.exists(customImageDir), + "Custom image directory should keep the user-provided name"); + + Path mdOutput = tempDir.resolve(SAMPLE_PDF_BASENAME + ".md"); + assertTrue(Files.exists(mdOutput), "Markdown output should exist"); + + String mdContent = Files.readString(mdOutput); + assertTrue(mdContent.contains("!["), + "Test precondition: sample must produce markdown image syntax"); + + String expectedDestination = " 0, + "Sample PDF must have at least one detected header/footer for this " + + "test to be meaningful; got " + countWithFlag + ". " + + "If detection regressed, pick a different fixture PDF."); + assertEquals(0, countWithoutFlag, + "JSON output must not contain header/footer elements when " + + "--include-header-footer is disabled (default). " + + "Got " + countWithoutFlag + " element(s)."); + } + + private int runAndCountHeaderFooter(Path outputDir, boolean includeHeaderFooter) throws IOException { + Config config = new Config(); + config.setOutputFolder(outputDir.toString()); + config.setGenerateJSON(true); + config.setIncludeHeaderFooter(includeHeaderFooter); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = outputDir.resolve(OUTPUT_BASENAME + ".json"); + assertTrue(Files.exists(jsonOutput), "JSON output missing at " + jsonOutput); + + JsonNode root = new ObjectMapper().readTree(Files.readString(jsonOutput)); + return countHeaderFooterTypes(root); + } + + private static int countHeaderFooterTypes(JsonNode node) { + if (node == null) { + return 0; + } + int count = 0; + if (node.isObject()) { + JsonNode type = node.get("type"); + if (type != null) { + String typeName = type.asText(); + if ("header".equals(typeName) || "footer".equals(typeName)) { + count++; + } + } + java.util.Iterator iter = node.elements(); + while (iter.hasNext()) { + count += countHeaderFooterTypes(iter.next()); + } + } else if (node.isArray()) { + for (JsonNode child : node) { + count += countHeaderFooterTypes(child); + } + } + return count; + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/IntegrationTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/IntegrationTest.java new file mode 100644 index 0000000..65dc1bd --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/IntegrationTest.java @@ -0,0 +1,84 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.node.ArrayNode; +import org.opendataloader.pdf.processors.DocumentProcessor; +import org.opendataloader.pdf.api.Config; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.Arguments; +import org.junit.jupiter.params.provider.MethodSource; + +import java.io.File; +import java.io.FileInputStream; +import java.io.IOException; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.stream.Stream; + +public class IntegrationTest { + + static Stream integrationTestParams() { + return Stream.of( + Arguments.of("lorem.pdf")); + } + + @ParameterizedTest(name = "{index}: ({0}) => {0}") + @MethodSource("integrationTestParams") + public void test(String fileName) throws IOException { + Path pdfPath = Paths.get("../../samples/pdf", fileName); + Path jsonPath = Paths.get("../../samples/json", fileName.replace(".pdf", ".json")); + File pdfFile = pdfPath.toFile(); + File jsonFile = jsonPath.toFile(); + + Config config = new Config(); + config.setOutputFolder("../../samples/json"); + DocumentProcessor.processFile(pdfFile.getAbsolutePath(), config); + + Path resultPath = Paths.get("../../samples/json", fileName.replace(".pdf", ".json")); + File resultJson = resultPath.toFile(); + + ObjectMapper mapper = new ObjectMapper(); + JsonNode tree1 = mapper.readTree(new FileInputStream(jsonFile)); + JsonNode tree2 = mapper.readTree(new FileInputStream(resultJson)); + checkJsonNodes(tree1, tree2); + } + + private static void checkJsonNodes(JsonNode node1, JsonNode node2) { + Assertions.assertEquals(node1.get("type"), node2.get("type")); + checkArrayFields(node1, node2, "kids"); + checkArrayFields(node1, node2, "rows"); + checkArrayFields(node1, node2, "cells"); + checkArrayFields(node1, node2, "list items"); + } + + private static void checkArrayFields(JsonNode node1, JsonNode node2, String fieldName) { + JsonNode child1 = node1.get(fieldName); + JsonNode child2 = node2.get(fieldName); + Assertions.assertEquals(child1 != null, child2 != null); + if (child1 != null && child2 != null) { + ArrayNode array1 = (ArrayNode) child1; + ArrayNode array2 = (ArrayNode) child2; + Assertions.assertEquals(array1.size(), array2.size()); + for (int i = 0; i < array2.size(); i++) { + checkJsonNodes(array1.get(i), array2.get(i)); + } + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/Issue336IntegrationTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/Issue336IntegrationTest.java new file mode 100644 index 0000000..2876e6b --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/Issue336IntegrationTest.java @@ -0,0 +1,263 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.processors.DocumentProcessor; + +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.ArrayList; +import java.util.List; +import java.util.regex.Matcher; +import java.util.regex.Pattern; + +import static org.junit.jupiter.api.Assertions.assertTrue; + +class Issue336IntegrationTest { + + private static final String SAMPLE_PDF = "../../samples/pdf/issue-336-conto-economico-bialetti.pdf"; + private static final String OUTPUT_BASENAME = "issue-336-conto-economico-bialetti"; + + @TempDir + Path tempDir; + + private File samplePdf; + + @BeforeEach + void setUp() { + samplePdf = new File(SAMPLE_PDF); + assertTrue(samplePdf.exists(), "Sample PDF not found at " + samplePdf.getAbsolutePath()); + } + + @Test + void testSpreadsheetExportedTableKeepsFinancialRowsSeparatedAcrossStandardOutputs() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setGenerateMarkdown(true); + config.setGenerateHtml(true); + config.setGenerateText(true); + config.setGeneratePDF(true); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(OUTPUT_BASENAME + ".json"); + Path markdownOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + Path htmlOutput = tempDir.resolve(OUTPUT_BASENAME + ".html"); + Path textOutput = tempDir.resolve(OUTPUT_BASENAME + ".txt"); + Path annotatedPdfOutput = tempDir.resolve(OUTPUT_BASENAME + "_annotated.pdf"); + + assertTrue(Files.exists(jsonOutput), "JSON output should exist"); + assertTrue(Files.exists(markdownOutput), "Markdown output should exist"); + assertTrue(Files.exists(htmlOutput), "HTML output should exist"); + assertTrue(Files.exists(textOutput), "Text output should exist"); + assertTrue(Files.exists(annotatedPdfOutput), "Annotated PDF output should exist"); + assertTrue(Files.size(annotatedPdfOutput) > 0, "Annotated PDF output should not be empty"); + + assertJsonContainsExpectedRow(jsonOutput); + assertMarkdownTableContainsExpectedRow(markdownOutput); + assertHtmlTableContainsExpectedRow(htmlOutput); + assertTextContainsExpectedRow(textOutput); + } + + @Test + void testSpreadsheetExportedTableKeepsFinancialRowsSeparatedInMarkdownHtmlOutput() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setUseHTMLInMarkdown(true); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path markdownOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + assertTrue(Files.exists(markdownOutput), "Markdown-with-HTML output should exist"); + assertHtmlTableContainsExpectedRow(markdownOutput); + } + + @Test + void testSpreadsheetExportedTableKeepsFinancialRowsSeparatedInMarkdownImageMode() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setAddImageToMarkdown(true); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path markdownOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + assertTrue(Files.exists(markdownOutput), "Markdown-with-images output should exist"); + assertMarkdownTableContainsExpectedRow(markdownOutput); + } + + private static void assertJsonContainsExpectedRow(Path jsonOutput) throws IOException { + JsonNode root = new ObjectMapper().readTree(Files.readString(jsonOutput)); + List> rows = extractTableRows(root); + + assertTrue(rows.contains(expectedFinancialRow()), + "Expected the financial statement row to be extracted as its own table row"); + } + + private static void assertMarkdownTableContainsExpectedRow(Path markdownOutput) throws IOException { + String markdown = Files.readString(markdownOutput); + String escapedLabel = Pattern.quote(expectedFinancialRow().get(0)); + String rowPattern = "(?m)^\\|\\s*" + escapedLabel + + "\\s*\\|\\s*1\\.942\\.000\\s*\\|\\s*117\\.000\\s*\\|\\s*2\\.538\\.000\\s*\\|\\s*-3\\.970\\.000\\s*\\|\\s*$"; + + assertTrue(Pattern.compile(rowPattern).matcher(markdown).find(), + "Expected the financial statement row to remain a single Markdown table row"); + } + + private static void assertHtmlTableContainsExpectedRow(Path htmlOutput) throws IOException { + String html = Files.readString(htmlOutput); + Matcher rowMatcher = Pattern.compile("(?is)]*>.*?").matcher(html); + List expectedRow = expectedFinancialRow(); + boolean found = false; + while (rowMatcher.find()) { + String rowText = normalizeText(rowMatcher.group().replaceAll("(?is)<[^>]+>", " ")); + if (containsExpectedValues(rowText, expectedRow)) { + found = true; + break; + } + } + + assertTrue(found, + "Expected the financial statement row to remain a single HTML table row"); + } + + private static void assertTextContainsExpectedRow(Path textOutput) throws IOException { + String text = Files.readString(textOutput); + String expectedLine = String.join("\t", expectedFinancialRow()); + + assertTrue(text.contains(expectedLine), + "Expected the financial statement row to remain a single plain-text table row"); + } + + private static List expectedFinancialRow() { + return List.of( + "2) Variazione rimanenze prodotti in corso di lavor., semilavorati e finiti", + "1.942.000", + "117.000", + "2.538.000", + "-3.970.000" + ); + } + + private static boolean containsExpectedValues(String value, List expectedValues) { + for (String expectedValue : expectedValues) { + if (!value.contains(expectedValue)) { + return false; + } + } + return true; + } + + private static List> extractTableRows(JsonNode root) { + List tables = new ArrayList<>(); + collectTables(root, tables); + + List> rows = new ArrayList<>(); + for (JsonNode table : tables) { + JsonNode tableRows = table.get("rows"); + if (tableRows == null || !tableRows.isArray()) { + continue; + } + for (JsonNode row : tableRows) { + JsonNode cells = row.get("cells"); + if (cells == null || !cells.isArray()) { + continue; + } + List rowTexts = new ArrayList<>(); + for (JsonNode cell : cells) { + rowTexts.add(normalizeText(collectContent(cell))); + } + rows.add(rowTexts); + } + } + + return rows; + } + + private static void collectTables(JsonNode node, List tables) { + if (node == null) { + return; + } + if (node.isObject()) { + JsonNode type = node.get("type"); + if (type != null && "table".equals(type.asText())) { + tables.add(node); + } + node.fields().forEachRemaining(entry -> collectTables(entry.getValue(), tables)); + return; + } + if (node.isArray()) { + for (JsonNode child : node) { + collectTables(child, tables); + } + } + } + + private static String collectContent(JsonNode node) { + StringBuilder builder = new StringBuilder(); + appendContent(node, builder); + return builder.toString(); + } + + private static void appendContent(JsonNode node, StringBuilder builder) { + if (node == null) { + return; + } + if (node.isObject()) { + JsonNode content = node.get("content"); + if (content != null && !content.asText().isBlank()) { + if (builder.length() > 0) { + builder.append(' '); + } + builder.append(content.asText()); + } + + JsonNode listItems = node.get("list items"); + if (listItems != null && listItems.isArray()) { + for (JsonNode listItem : listItems) { + appendContent(listItem, builder); + } + } + + JsonNode kids = node.get("kids"); + if (kids != null && kids.isArray()) { + for (JsonNode kid : kids) { + appendContent(kid, builder); + } + } + return; + } + if (node.isArray()) { + for (JsonNode child : node) { + appendContent(child, builder); + } + } + } + + private static String normalizeText(String value) { + return value == null ? "" : value.replaceAll("\\s+", " ").trim(); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/Issue408IntegrationTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/Issue408IntegrationTest.java new file mode 100644 index 0000000..44814a3 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/Issue408IntegrationTest.java @@ -0,0 +1,98 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.processors.DocumentProcessor; + +import java.io.File; +import java.nio.file.Files; +import java.nio.file.Path; + +import static org.junit.jupiter.api.Assertions.assertFalse; +import static org.junit.jupiter.api.Assertions.assertTrue; + +/** + * Regression test for #408: after `processFile` returns, the input PDF must no + * longer be locked by the JVM. The fix in #410 closes the underlying PDDocument + * (and the verapdf-internal temp PDF stream) so that callers can immediately + * delete the source file. On Windows this surfaced as "file in use by another + * process"; POSIX systems allow unlink with open FDs but the leak was real. + * + * The test deletes the input PDF after processing; on Windows CI this asserts + * that the OS file handle has been released (a regression would throw a + * FileSystemException). POSIX runs document the contract even when the OS would + * tolerate a stray FD. + */ +class Issue408IntegrationTest { + + private static final String SAMPLE_PDF = "../../samples/pdf/1901.03003.pdf"; + + @TempDir + Path tempDir; + + @Test + void testProcessFile_releasesInputFileLock() throws Exception { + File source = new File(SAMPLE_PDF); + assertTrue(source.exists(), "Sample PDF not found at " + source.getAbsolutePath()); + + Path inputPdf = tempDir.resolve("input.pdf"); + Files.copy(source.toPath(), inputPdf); + + Path outputDir = tempDir.resolve("output"); + + Config config = new Config(); + config.setOutputFolder(outputDir.toString()); + config.setGenerateJSON(true); + + DocumentProcessor.processFile(inputPdf.toAbsolutePath().toString(), config); + + // On Windows a leaked file handle would cause Files.delete to throw + // FileSystemException("The process cannot access the file..."). + // On POSIX delete always succeeds, but this still documents the contract + // so a future refactor that re-leaks the handle fails on Windows CI. + Files.delete(inputPdf); + assertFalse(Files.exists(inputPdf), + "Input PDF must be deletable immediately after processFile returns"); + } + + @Test + void testProcessFile_canBeCalledRepeatedlyOnTheSameJvm() throws Exception { + File source = new File(SAMPLE_PDF); + assertTrue(source.exists(), "Sample PDF not found at " + source.getAbsolutePath()); + + // Running processFile in a loop exercises the cleanup path's idempotency: + // each call clears the static containers, and the next call must + // re-initialize them via preprocessing without NPE. + for (int i = 0; i < 3; i++) { + Path inputPdf = tempDir.resolve("input-" + i + ".pdf"); + Files.copy(source.toPath(), inputPdf); + + Path outputDir = tempDir.resolve("output-" + i); + + Config config = new Config(); + config.setOutputFolder(outputDir.toString()); + config.setGenerateJSON(true); + + DocumentProcessor.processFile(inputPdf.toAbsolutePath().toString(), config); + + // Verify cleanup ran on every iteration, not just the last one. + Files.delete(inputPdf); + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/PageSeparatorIntegrationTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/PageSeparatorIntegrationTest.java new file mode 100644 index 0000000..be0dba1 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/PageSeparatorIntegrationTest.java @@ -0,0 +1,657 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf; + +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.processors.DocumentProcessor; + +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; + +import static org.junit.jupiter.api.Assertions.*; +import static org.junit.jupiter.api.Assumptions.assumeTrue; + +/** + * Integration tests for page separator options (--markdown-page-separator, --text-page-separator, --html-page-separator). + * Tests the full pipeline from Config to output files. + */ +class PageSeparatorIntegrationTest { + + private static final String SAMPLE_PDF = "../../samples/pdf/1901.03003.pdf"; + private static final String OUTPUT_BASENAME = "1901.03003"; + + @TempDir + Path tempDir; + + private File samplePdf; + + @BeforeEach + void setUp() { + samplePdf = new File(SAMPLE_PDF); + assumeTrue(samplePdf.exists(), "Sample PDF not found at " + samplePdf.getAbsolutePath()); + } + + // --- Markdown Page Separator Tests --- + + @Test + void testMarkdownPageSeparatorSimple() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + config.setMarkdownPageSeparator("---"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + assertTrue(Files.exists(mdOutput), "Markdown output should exist"); + + String mdContent = Files.readString(mdOutput); + assertTrue(mdContent.contains("---"), "Markdown should contain the page separator '---'"); + } + + @Test + void testMarkdownPageSeparatorWithPageNumber() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + config.setMarkdownPageSeparator(""); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + assertTrue(Files.exists(mdOutput), "Markdown output should exist"); + + String mdContent = Files.readString(mdOutput); + assertTrue(mdContent.contains(""), "Markdown should contain page separator with page number 1"); + } + + @Test + void testMarkdownPageSeparatorEmpty() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + // Default empty separator - no separator should be added + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + assertTrue(Files.exists(mdOutput), "Markdown output should exist"); + + String mdContent = Files.readString(mdOutput); + assertFalse(mdContent.contains(""}, {@code "data-page=\"1\""}) + * so page 1 does not falsely match inside page 10..15. + */ + private static int countOccurrences(String haystack, String needle) { + int count = 0; + int idx = 0; + while ((idx = haystack.indexOf(needle, idx)) != -1) { + count++; + idx += needle.length(); + } + return count; + } + + private static String mdMarker(int page) { + return ""; + } + + private static String textMarker(int page) { + return "[Page " + page + "]"; + } + + private static String htmlMarker(int page) { + return "data-page="" + page + """; + } + + @Test + void testMarkdownPageSeparatorRespectsPagesFilter() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + config.setMarkdownPageSeparator(""); + config.setPages("1,3"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + String mdContent = Files.readString(mdOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + int expected = (page == 1 || page == 3) ? 1 : 0; + assertEquals(expected, countOccurrences(mdContent, mdMarker(page)), + "Markdown page " + page + " marker count mismatch"); + } + } + + @Test + void testTextPageSeparatorRespectsPagesFilter() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateText(true); + config.setTextPageSeparator("[Page %page-number%]"); + config.setPages("1,3"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path txtOutput = tempDir.resolve(OUTPUT_BASENAME + ".txt"); + String txtContent = Files.readString(txtOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + int expected = (page == 1 || page == 3) ? 1 : 0; + assertEquals(expected, countOccurrences(txtContent, textMarker(page)), + "Text page " + page + " marker count mismatch"); + } + } + + @Test + void testHtmlPageSeparatorRespectsPagesFilter() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateHtml(true); + config.setHtmlPageSeparator("

    "); + config.setPages("1,3"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path htmlOutput = tempDir.resolve(OUTPUT_BASENAME + ".html"); + String htmlContent = Files.readString(htmlOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + int expected = (page == 1 || page == 3) ? 1 : 0; + assertEquals(expected, countOccurrences(htmlContent, htmlMarker(page)), + "HTML page " + page + " marker count mismatch"); + } + } + + // No-filter regression guard: every page must emit its separator exactly once when --pages + // is unset. Ensures the filter change does not regress to "select none" when the set is empty. + + @Test + void testMarkdownPageSeparatorWithoutPagesFilterEmitsAllPages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + config.setMarkdownPageSeparator(""); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + String mdContent = Files.readString(mdOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + assertEquals(1, countOccurrences(mdContent, mdMarker(page)), + "Markdown page " + page + " marker should appear exactly once without filter"); + } + } + + @Test + void testTextPageSeparatorWithoutPagesFilterEmitsAllPages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateText(true); + config.setTextPageSeparator("[Page %page-number%]"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path txtOutput = tempDir.resolve(OUTPUT_BASENAME + ".txt"); + String txtContent = Files.readString(txtOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + assertEquals(1, countOccurrences(txtContent, textMarker(page)), + "Text page " + page + " marker should appear exactly once without filter"); + } + } + + @Test + void testHtmlPageSeparatorWithoutPagesFilterEmitsAllPages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateHtml(true); + config.setHtmlPageSeparator("
    "); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path htmlOutput = tempDir.resolve(OUTPUT_BASENAME + ".html"); + String htmlContent = Files.readString(htmlOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + assertEquals(1, countOccurrences(htmlContent, htmlMarker(page)), + "HTML page " + page + " marker should appear exactly once without filter"); + } + } + + // Boundary scenarios — lock in contract corners most likely to regress in future refactors. + + @Test + void testMarkdownPageSeparatorLastPageOnly() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + config.setMarkdownPageSeparator(""); + config.setPages(String.valueOf(SAMPLE_PAGE_COUNT)); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + String mdContent = Files.readString(mdOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + int expected = (page == SAMPLE_PAGE_COUNT) ? 1 : 0; + assertEquals(expected, countOccurrences(mdContent, mdMarker(page)), + "Markdown page " + page + " marker count mismatch for last-page-only selection"); + } + } + + @Test + void testMarkdownPageSeparatorWithOutOfRangePages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + config.setMarkdownPageSeparator(""); + // Mix valid + out-of-range: the in-range page must still emit; the out-of-range page must not. + config.setPages("1,99"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + String mdContent = Files.readString(mdOutput); + + assertEquals(1, countOccurrences(mdContent, mdMarker(1)), "Page 1 marker should appear once"); + assertEquals(0, countOccurrences(mdContent, mdMarker(99)), "Out-of-range page 99 marker must not appear"); + for (int page = 2; page <= SAMPLE_PAGE_COUNT; page++) { + assertEquals(0, countOccurrences(mdContent, mdMarker(page)), + "Markdown page " + page + " marker must not appear"); + } + } + + @Test + void testMarkdownPageSeparatorWithNonContiguousPages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + config.setMarkdownPageSeparator(""); + config.setPages("1,4,5"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + String mdContent = Files.readString(mdOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + int expected = (page == 1 || page == 4 || page == 5) ? 1 : 0; + assertEquals(expected, countOccurrences(mdContent, mdMarker(page)), + "Markdown page " + page + " marker count mismatch for non-contiguous selection"); + } + } + + @Test + void testMarkdownEmptyPageSeparatorWithPagesFilter() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + // Empty separator combined with --pages: the filter must not introduce any marker. + config.setPages("1,3"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + String mdContent = Files.readString(mdOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + assertEquals(0, countOccurrences(mdContent, mdMarker(page)), + "Markdown page " + page + " marker must not appear with empty separator"); + } + } + + // Boundary scenarios — Text format + + @Test + void testTextPageSeparatorLastPageOnly() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateText(true); + config.setTextPageSeparator("[Page %page-number%]"); + config.setPages(String.valueOf(SAMPLE_PAGE_COUNT)); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path txtOutput = tempDir.resolve(OUTPUT_BASENAME + ".txt"); + String txtContent = Files.readString(txtOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + int expected = (page == SAMPLE_PAGE_COUNT) ? 1 : 0; + assertEquals(expected, countOccurrences(txtContent, textMarker(page)), + "Text page " + page + " marker count mismatch for last-page-only selection"); + } + } + + @Test + void testTextPageSeparatorWithOutOfRangePages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateText(true); + config.setTextPageSeparator("[Page %page-number%]"); + config.setPages("1,99"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path txtOutput = tempDir.resolve(OUTPUT_BASENAME + ".txt"); + String txtContent = Files.readString(txtOutput); + + assertEquals(1, countOccurrences(txtContent, textMarker(1)), "Page 1 marker should appear once"); + assertEquals(0, countOccurrences(txtContent, textMarker(99)), "Out-of-range page 99 marker must not appear"); + for (int page = 2; page <= SAMPLE_PAGE_COUNT; page++) { + assertEquals(0, countOccurrences(txtContent, textMarker(page)), + "Text page " + page + " marker must not appear"); + } + } + + @Test + void testTextPageSeparatorWithNonContiguousPages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateText(true); + config.setTextPageSeparator("[Page %page-number%]"); + config.setPages("1,4,5"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path txtOutput = tempDir.resolve(OUTPUT_BASENAME + ".txt"); + String txtContent = Files.readString(txtOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + int expected = (page == 1 || page == 4 || page == 5) ? 1 : 0; + assertEquals(expected, countOccurrences(txtContent, textMarker(page)), + "Text page " + page + " marker count mismatch for non-contiguous selection"); + } + } + + @Test + void testTextEmptyPageSeparatorWithPagesFilter() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateText(true); + config.setPages("1,3"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path txtOutput = tempDir.resolve(OUTPUT_BASENAME + ".txt"); + String txtContent = Files.readString(txtOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + assertEquals(0, countOccurrences(txtContent, textMarker(page)), + "Text page " + page + " marker must not appear with empty separator"); + } + } + + // Boundary scenarios — HTML format + + @Test + void testHtmlPageSeparatorLastPageOnly() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateHtml(true); + config.setHtmlPageSeparator("
    "); + config.setPages(String.valueOf(SAMPLE_PAGE_COUNT)); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path htmlOutput = tempDir.resolve(OUTPUT_BASENAME + ".html"); + String htmlContent = Files.readString(htmlOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + int expected = (page == SAMPLE_PAGE_COUNT) ? 1 : 0; + assertEquals(expected, countOccurrences(htmlContent, htmlMarker(page)), + "HTML page " + page + " marker count mismatch for last-page-only selection"); + } + } + + @Test + void testHtmlPageSeparatorWithOutOfRangePages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateHtml(true); + config.setHtmlPageSeparator("
    "); + config.setPages("1,99"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path htmlOutput = tempDir.resolve(OUTPUT_BASENAME + ".html"); + String htmlContent = Files.readString(htmlOutput); + + assertEquals(1, countOccurrences(htmlContent, htmlMarker(1)), "Page 1 marker should appear once"); + assertEquals(0, countOccurrences(htmlContent, htmlMarker(99)), "Out-of-range page 99 marker must not appear"); + for (int page = 2; page <= SAMPLE_PAGE_COUNT; page++) { + assertEquals(0, countOccurrences(htmlContent, htmlMarker(page)), + "HTML page " + page + " marker must not appear"); + } + } + + @Test + void testHtmlPageSeparatorWithNonContiguousPages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateHtml(true); + config.setHtmlPageSeparator("
    "); + config.setPages("1,4,5"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path htmlOutput = tempDir.resolve(OUTPUT_BASENAME + ".html"); + String htmlContent = Files.readString(htmlOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + int expected = (page == 1 || page == 4 || page == 5) ? 1 : 0; + assertEquals(expected, countOccurrences(htmlContent, htmlMarker(page)), + "HTML page " + page + " marker count mismatch for non-contiguous selection"); + } + } + + @Test + void testHtmlEmptyPageSeparatorWithPagesFilter() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateHtml(true); + config.setPages("1,3"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path htmlOutput = tempDir.resolve(OUTPUT_BASENAME + ".html"); + String htmlContent = Files.readString(htmlOutput); + + for (int page = 1; page <= SAMPLE_PAGE_COUNT; page++) { + assertEquals(0, countOccurrences(htmlContent, htmlMarker(page)), + "HTML page " + page + " marker must not appear with empty separator"); + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/PagesOptionIntegrationTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/PagesOptionIntegrationTest.java new file mode 100644 index 0000000..38497eb --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/PagesOptionIntegrationTest.java @@ -0,0 +1,344 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.hybrid.HybridClientFactory; +import org.opendataloader.pdf.processors.DocumentProcessor; + +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.HashSet; +import java.util.Set; + +import static org.junit.jupiter.api.Assertions.assertDoesNotThrow; +import static org.junit.jupiter.api.Assertions.*; +import static org.junit.jupiter.api.Assumptions.assumeTrue; + +/** + * Integration tests for the --pages option. + * Tests the full pipeline from Config to output files with page filtering. + */ +class PagesOptionIntegrationTest { + + private static final String SAMPLE_PDF = "../../samples/pdf/1901.03003.pdf"; + private static final String OUTPUT_BASENAME = "1901.03003"; + private static final String JSON_EXT = ".json"; + private static final String JSON_OUTPUT_EXISTS_MSG = "JSON output should exist"; + private static final String PAGE_1_CONTENT_MSG = "Page 1 should have content"; + private static final String PAGE_3_CONTENT_MSG = "Page 3 should have content"; + private static final String TAGGED_PDF_NOT_FOUND_MSG = "Tagged PDF not found at "; + + @TempDir + Path tempDir; + + private File samplePdf; + + @BeforeEach + void setUp() { + HybridClientFactory.shutdown(); + samplePdf = new File(SAMPLE_PDF); + assumeTrue(samplePdf.exists(), "Sample PDF not found at " + samplePdf.getAbsolutePath()); + } + + @Test + void testPagesOptionSinglePage() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setPages("1"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertEquals(Set.of(1), pagesInOutput, "Only page 1 should have content when --pages=1"); + } + + @Test + void testPagesOptionMultiplePages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setPages("1,3,5"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertTrue(pagesInOutput.contains(1), PAGE_1_CONTENT_MSG); + assertTrue(pagesInOutput.contains(3), PAGE_3_CONTENT_MSG); + assertTrue(pagesInOutput.contains(5), "Page 5 should have content"); + assertFalse(pagesInOutput.contains(2), "Page 2 should NOT have content"); + assertFalse(pagesInOutput.contains(4), "Page 4 should NOT have content"); + } + + @Test + void testPagesOptionPageRange() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setPages("1-3"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertTrue(pagesInOutput.contains(1), PAGE_1_CONTENT_MSG); + assertTrue(pagesInOutput.contains(2), "Page 2 should have content"); + assertTrue(pagesInOutput.contains(3), PAGE_3_CONTENT_MSG); + assertFalse(pagesInOutput.contains(4), "Page 4 should NOT have content"); + } + + @Test + void testPagesOptionMixedRangeAndSingle() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setPages("1,3-5"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertTrue(pagesInOutput.contains(1), PAGE_1_CONTENT_MSG); + assertFalse(pagesInOutput.contains(2), "Page 2 should NOT have content"); + assertTrue(pagesInOutput.contains(3), PAGE_3_CONTENT_MSG); + assertTrue(pagesInOutput.contains(4), "Page 4 should have content"); + assertTrue(pagesInOutput.contains(5), "Page 5 should have content"); + } + + @Test + void testPagesOptionAllPages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + // No pages option - all pages should be processed + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + // 15-page document should have content from many pages + assertTrue(pagesInOutput.size() > 5, "All pages should have content when no --pages option"); + } + + @Test + void testPagesOptionMarkdown() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(false); + config.setGenerateMarkdown(true); + config.setMarkdownPageSeparator(""); + config.setPages("1,3"); + + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path mdOutput = tempDir.resolve(OUTPUT_BASENAME + ".md"); + assertTrue(Files.exists(mdOutput), "Markdown output should exist"); + + String mdContent = Files.readString(mdOutput); + assertTrue(mdContent.contains(""), "Should contain page 1 separator"); + assertTrue(mdContent.contains(""), "Should contain page 3 separator"); + // Page 2 is skipped, so its separator shouldn't appear + // Note: Page separators are added between pages, so we verify page 1 and 3 content exists + } + + @Test + void testPagesOptionExceedsDocumentPages() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setPages("1,100,200"); // 100, 200 don't exist in 15-page document + + // Should not throw - just warn and process existing pages + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertTrue(pagesInOutput.contains(1), "Only page 1 should have content (100, 200 don't exist)"); + assertFalse(pagesInOutput.contains(100), "Page 100 should NOT exist"); + assertFalse(pagesInOutput.contains(200), "Page 200 should NOT exist"); + } + + @Test + void testPagesOptionAllPagesExceedDocument() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setPages("100,200"); // All pages don't exist + + // Should not throw - just warn and produce empty result + DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertTrue(pagesInOutput.isEmpty(), "No pages should have content when all requested pages don't exist"); + } + + @Test + void testPagesOptionAllPagesExceedDocumentInHybridMode() throws IOException { + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setImageOutput(Config.IMAGE_OUTPUT_OFF); + config.setHybrid(Config.HYBRID_DOCLING_FAST); + config.getHybridConfig().setUrl("http://127.0.0.1:1"); + config.setPages("100,200"); // All pages don't exist + + assertDoesNotThrow(() -> DocumentProcessor.processFile(samplePdf.getAbsolutePath(), config), + "Hybrid mode should not require backend availability when no valid pages remain"); + + Path jsonOutput = tempDir.resolve(OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertTrue(pagesInOutput.isEmpty(), + "No pages should have content when all requested pages don't exist, even in hybrid mode"); + } + + // ===== Tagged PDF Tests (using struct-tree) ===== + + private static final String TAGGED_PDF = "../../samples/pdf/pdfua-1-reference-suite-1-1/PDFUA-Ref-2-04_Presentation.pdf"; + private static final String TAGGED_OUTPUT_BASENAME = "PDFUA-Ref-2-04_Presentation"; + + @Test + void testPagesOptionTaggedPdfSinglePage() throws IOException { + File taggedPdf = new File(TAGGED_PDF); + assumeTrue(taggedPdf.exists(), TAGGED_PDF_NOT_FOUND_MSG + taggedPdf.getAbsolutePath()); + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setUseStructTree(true); + config.setPages("1"); + + DocumentProcessor.processFile(taggedPdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(TAGGED_OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertEquals(Set.of(1), pagesInOutput, "Only page 1 should have content when --pages=1"); + } + + @Test + void testPagesOptionTaggedPdfMultiplePages() throws IOException { + File taggedPdf = new File(TAGGED_PDF); + assumeTrue(taggedPdf.exists(), TAGGED_PDF_NOT_FOUND_MSG + taggedPdf.getAbsolutePath()); + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setUseStructTree(true); + config.setPages("1,2"); + + DocumentProcessor.processFile(taggedPdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(TAGGED_OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertTrue(pagesInOutput.contains(1), PAGE_1_CONTENT_MSG); + assertTrue(pagesInOutput.contains(2), "Page 2 should have content"); + } + + @Test + void testPagesOptionTaggedPdfAllPages() throws IOException { + File taggedPdf = new File(TAGGED_PDF); + assumeTrue(taggedPdf.exists(), TAGGED_PDF_NOT_FOUND_MSG + taggedPdf.getAbsolutePath()); + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateJSON(true); + config.setUseStructTree(true); + // No pages option - all pages should be processed + + DocumentProcessor.processFile(taggedPdf.getAbsolutePath(), config); + + Path jsonOutput = tempDir.resolve(TAGGED_OUTPUT_BASENAME + JSON_EXT); + assertTrue(Files.exists(jsonOutput), JSON_OUTPUT_EXISTS_MSG); + + JsonNode root = parseJson(jsonOutput); + Set pagesInOutput = getPageNumbersFromKids(root); + + assertFalse(pagesInOutput.isEmpty(), "All pages should have content when no --pages option"); + } + + private JsonNode parseJson(Path jsonPath) throws IOException { + ObjectMapper mapper = new ObjectMapper(); + return mapper.readTree(Files.newInputStream(jsonPath)); + } + + /** + * Extracts all unique page numbers from the 'kids' array in the JSON output. + * Each kid element has a 'page number' field. + */ + private Set getPageNumbersFromKids(JsonNode root) { + Set pageNumbers = new HashSet<>(); + JsonNode kids = root.get("kids"); + if (kids != null && kids.isArray()) { + for (JsonNode kid : kids) { + JsonNode pageNumber = kid.get("page number"); + if (pageNumber != null && pageNumber.isInt()) { + pageNumbers.add(pageNumber.asInt()); + } + } + } + return pageNumbers; + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/AutoTaggerTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/AutoTaggerTest.java new file mode 100644 index 0000000..46fe11e --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/AutoTaggerTest.java @@ -0,0 +1,62 @@ +package org.opendataloader.pdf.api; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.verapdf.pd.PDDocument; + +import java.io.File; +import java.nio.file.Path; + +import static org.assertj.core.api.Assertions.assertThat; + +class AutoTaggerTest { + + private static final String TEST_PDF = new File("src/test/resources/cid-font-no-tounicode.pdf").getAbsolutePath(); + + @Test + void tagReturnsDocumentWithStructTree() throws Exception { + Config config = new Config(); + + try (TaggingResult result = AutoTagger.tag(TEST_PDF, config, null)) { + PDDocument doc = result.getDocument(); + assertThat(doc).isNotNull(); + assertThat(doc.getCatalog().getKey(org.verapdf.as.ASAtom.STRUCT_TREE_ROOT).empty()) + .as("Tagged PDF should have StructTreeRoot") + .isFalse(); + } + } + + @Test + void tagTimingsArePositive() throws Exception { + Config config = new Config(); + + try (TaggingResult result = AutoTagger.tag(TEST_PDF, config, null)) { + assertThat(result.getExtractionNs()).isGreaterThan(0); + assertThat(result.getTaggingNs()).isGreaterThan(0); + } + } + + @Test + void saveToWritesFile(@TempDir Path tempDir) throws Exception { + Config config = new Config(); + String outputPath = tempDir.resolve("output_tagged.pdf").toString(); + + try (TaggingResult result = AutoTagger.tag(TEST_PDF, config, null)) { + result.saveTo(outputPath); + } + + assertThat(new File(outputPath)).exists(); + assertThat(new File(outputPath).length()).isGreaterThan(0); + } + + @Test + void tagIgnoresOutputFormatFlags() throws Exception { + Config config = new Config(); + config.setGenerateJSON(true); + config.setGenerateMarkdown(true); + + try (TaggingResult result = AutoTagger.tag(TEST_PDF, config, null)) { + assertThat(result.getDocument()).isNotNull(); + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/ConfigTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/ConfigTest.java new file mode 100644 index 0000000..0fdcec0 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/ConfigTest.java @@ -0,0 +1,338 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.api; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.ValueSource; + +import java.util.List; + +import static org.junit.jupiter.api.Assertions.*; + +class ConfigTest { + + @Test + void testDefaultValues() { + Config config = new Config(); + + // Verify default values (new defaults: external, xycut) + assertFalse(config.isEmbedImages()); + assertFalse(config.isImageOutputOff()); + assertEquals(Config.IMAGE_OUTPUT_EXTERNAL, config.getImageOutput()); + assertEquals(Config.IMAGE_FORMAT_PNG, config.getImageFormat()); + assertEquals(Config.READING_ORDER_XYCUT, config.getReadingOrder()); + } + + @Test + void testSetImageOutputAffectsIsEmbedImages() { + Config config = new Config(); + + config.setImageOutput(Config.IMAGE_OUTPUT_EMBEDDED); + assertTrue(config.isEmbedImages()); + assertFalse(config.isImageOutputOff()); + + config.setImageOutput(Config.IMAGE_OUTPUT_EXTERNAL); + assertFalse(config.isEmbedImages()); + assertFalse(config.isImageOutputOff()); + + config.setImageOutput(Config.IMAGE_OUTPUT_OFF); + assertFalse(config.isEmbedImages()); + assertTrue(config.isImageOutputOff()); + } + + @Test + void testSetImageFormat() { + Config config = new Config(); + + config.setImageFormat("jpeg"); + assertEquals("jpeg", config.getImageFormat()); + + config.setImageFormat("png"); + assertEquals("png", config.getImageFormat()); + } + + @ParameterizedTest + @ValueSource(strings = {"png", "PNG", "jpeg", "JPEG"}) + void testIsValidImageFormat_withValidFormats(String format) { + assertTrue(Config.isValidImageFormat(format)); + } + + @ParameterizedTest + @ValueSource(strings = {"bmp", "gif", "tiff", "webp", "invalid", ""}) + void testIsValidImageFormat_withInvalidFormats(String format) { + assertFalse(Config.isValidImageFormat(format)); + } + + @Test + void testIsValidImageFormat_withNull() { + assertFalse(Config.isValidImageFormat(null)); + } + + @Test + void testGetImageFormatOptions() { + String options = Config.getImageFormatOptions(", "); + + assertTrue(options.contains("png")); + assertTrue(options.contains("jpeg")); + assertFalse(options.contains("webp")); + } + + @Test + void testImageFormatConstants() { + assertEquals("png", Config.IMAGE_FORMAT_PNG); + assertEquals("jpeg", Config.IMAGE_FORMAT_JPEG); + } + + @Test + void testSetImageFormatNormalizesToLowercase() { + Config config = new Config(); + + config.setImageFormat("PNG"); + assertEquals("png", config.getImageFormat()); + + config.setImageFormat("JPEG"); + assertEquals("jpeg", config.getImageFormat()); + } + + @Test + void testSetImageFormatWithNullDefaultsToPng() { + Config config = new Config(); + + config.setImageFormat(null); + assertEquals("png", config.getImageFormat()); + } + + @ParameterizedTest + @ValueSource(strings = {"bmp", "gif", "webp", "invalid"}) + void testSetImageFormatThrowsExceptionForInvalidFormat(String format) { + Config config = new Config(); + + IllegalArgumentException exception = assertThrows( + IllegalArgumentException.class, + () -> config.setImageFormat(format) + ); + assertTrue(exception.getMessage().contains("Unsupported image format")); + assertTrue(exception.getMessage().contains(format)); + } + + @Test + void testSetImageOutput() { + Config config = new Config(); + + config.setImageOutput(Config.IMAGE_OUTPUT_EXTERNAL); + assertEquals(Config.IMAGE_OUTPUT_EXTERNAL, config.getImageOutput()); + assertFalse(config.isEmbedImages()); + + config.setImageOutput(Config.IMAGE_OUTPUT_EMBEDDED); + assertEquals(Config.IMAGE_OUTPUT_EMBEDDED, config.getImageOutput()); + assertTrue(config.isEmbedImages()); + } + + @ParameterizedTest + @ValueSource(strings = {"off", "OFF", "embedded", "EMBEDDED", "external", "EXTERNAL"}) + void testIsValidImageOutput_withValidModes(String mode) { + assertTrue(Config.isValidImageOutput(mode)); + } + + @ParameterizedTest + @ValueSource(strings = {"base64", "file", "invalid", ""}) + void testIsValidImageOutput_withInvalidModes(String mode) { + assertFalse(Config.isValidImageOutput(mode)); + } + + @Test + void testGetImageOutputOptions() { + String options = Config.getImageOutputOptions(", "); + + assertTrue(options.contains("off")); + assertTrue(options.contains("embedded")); + assertTrue(options.contains("external")); + } + + @Test + void testImageOutputConstants() { + assertEquals("off", Config.IMAGE_OUTPUT_OFF); + assertEquals("embedded", Config.IMAGE_OUTPUT_EMBEDDED); + assertEquals("external", Config.IMAGE_OUTPUT_EXTERNAL); + } + + @Test + void testSetImageOutputNormalizesToLowercase() { + Config config = new Config(); + + config.setImageOutput("EXTERNAL"); + assertEquals("external", config.getImageOutput()); + + config.setImageOutput("EMBEDDED"); + assertEquals("embedded", config.getImageOutput()); + } + + @Test + void testSetImageOutputWithNullDefaultsToExternal() { + Config config = new Config(); + + config.setImageOutput(null); + assertEquals(Config.IMAGE_OUTPUT_EXTERNAL, config.getImageOutput()); + } + + @ParameterizedTest + @ValueSource(strings = {"base64", "file", "invalid"}) + void testSetImageOutputThrowsExceptionForInvalidMode(String mode) { + Config config = new Config(); + + IllegalArgumentException exception = assertThrows( + IllegalArgumentException.class, + () -> config.setImageOutput(mode) + ); + assertTrue(exception.getMessage().contains("Unsupported image output mode")); + assertTrue(exception.getMessage().contains(mode)); + } + + // Test existing Config fields to ensure new fields don't break them + @Test + void testExistingConfigFields() { + Config config = new Config(); + + // Test default values + assertTrue(config.isGenerateJSON()); + assertFalse(config.isGenerateMarkdown()); + assertFalse(config.isGenerateHtml()); + assertFalse(config.isGeneratePDF()); + assertFalse(config.isKeepLineBreaks()); + + // Test setting values + config.setGenerateJSON(false); + assertFalse(config.isGenerateJSON()); + + config.setGenerateMarkdown(true); + assertTrue(config.isGenerateMarkdown()); + + config.setGenerateHtml(true); + assertTrue(config.isGenerateHtml()); + } + + // ===== Pages Option Tests ===== + + @Test + void testDefaultPages() { + Config config = new Config(); + assertNull(config.getPages()); + assertTrue(config.getPageNumbers().isEmpty()); + } + + @Test + void testSetPages_singlePage() { + Config config = new Config(); + config.setPages("1"); + assertEquals("1", config.getPages()); + assertEquals(List.of(1), config.getPageNumbers()); + } + + @Test + void testSetPages_commaSeparated() { + Config config = new Config(); + config.setPages("1,3,5"); + assertEquals(List.of(1, 3, 5), config.getPageNumbers()); + } + + @Test + void testSetPages_range() { + Config config = new Config(); + config.setPages("1-5"); + assertEquals(List.of(1, 2, 3, 4, 5), config.getPageNumbers()); + } + + @Test + void testSetPages_mixed() { + Config config = new Config(); + config.setPages("1,3,5-7"); + assertEquals(List.of(1, 3, 5, 6, 7), config.getPageNumbers()); + } + + @Test + void testSetPages_complexMixed() { + Config config = new Config(); + config.setPages("1-3,5,7-9"); + assertEquals(List.of(1, 2, 3, 5, 7, 8, 9), config.getPageNumbers()); + } + + @Test + void testSetPages_withSpaces() { + Config config = new Config(); + config.setPages(" 1 , 3 , 5 - 7 "); + assertEquals(List.of(1, 3, 5, 6, 7), config.getPageNumbers()); + } + + @ParameterizedTest + @ValueSource(strings = {"abc", "1-", "-5", "5-3", "0", "-1", "1,,3", "1-2-3", ""}) + void testSetPages_invalidFormat(String invalidPages) { + Config config = new Config(); + if (invalidPages.isEmpty()) { + // Empty string should not throw, just set as-is + config.setPages(invalidPages); + assertTrue(config.getPageNumbers().isEmpty()); + } else { + assertThrows(IllegalArgumentException.class, () -> config.setPages(invalidPages)); + } + } + + @Test + void testSetPages_nullAndEmpty() { + Config config = new Config(); + + config.setPages(null); + assertNull(config.getPages()); + assertTrue(config.getPageNumbers().isEmpty()); + + config.setPages(""); + assertTrue(config.getPageNumbers().isEmpty()); + + config.setPages(" "); + assertTrue(config.getPageNumbers().isEmpty()); + } + + @Test + void testSetPages_reverseRangeThrows() { + Config config = new Config(); + IllegalArgumentException exception = assertThrows( + IllegalArgumentException.class, + () -> config.setPages("5-3") + ); + assertTrue(exception.getMessage().contains("start page cannot be greater than end page")); + } + + @Test + void testSetPages_zeroPageThrows() { + Config config = new Config(); + IllegalArgumentException exception = assertThrows( + IllegalArgumentException.class, + () -> config.setPages("0") + ); + assertTrue(exception.getMessage().contains("Page numbers must be positive")); + } + + @Test + void testSetPages_negativePageThrows() { + Config config = new Config(); + IllegalArgumentException exception = assertThrows( + IllegalArgumentException.class, + () -> config.setPages("-1") + ); + // This will throw "Invalid page range format" because "-1" looks like a range + assertTrue(exception.getMessage().contains("Invalid page range format")); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/FilterConfigTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/FilterConfigTest.java new file mode 100644 index 0000000..fb7a767 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/FilterConfigTest.java @@ -0,0 +1,20 @@ +package org.opendataloader.pdf.api; + +import org.junit.jupiter.api.Test; + +import static org.junit.jupiter.api.Assertions.assertFalse; +import static org.junit.jupiter.api.Assertions.assertTrue; + +class FilterConfigTest { + + @Test + void defaultsKeepInvisibleContentFiltersEnabledButSensitiveDataDisabled() { + FilterConfig config = new FilterConfig(); + + assertFalse(config.isFilterHiddenText()); + assertTrue(config.isFilterOutOfPage()); + assertTrue(config.isFilterTinyText()); + assertTrue(config.isFilterHiddenOCG()); + assertFalse(config.isFilterSensitiveData()); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/cli/CLIOptionsContentSafetyTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/cli/CLIOptionsContentSafetyTest.java new file mode 100644 index 0000000..b3c07af --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/cli/CLIOptionsContentSafetyTest.java @@ -0,0 +1,102 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.api.cli; + +import org.apache.commons.cli.CommandLine; +import org.apache.commons.cli.CommandLineParser; +import org.apache.commons.cli.DefaultParser; +import org.apache.commons.cli.Options; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.api.Config; + +import java.io.ByteArrayOutputStream; +import java.io.PrintStream; + +import static org.junit.jupiter.api.Assertions.*; + +class CLIOptionsContentSafetyTest { + + private Config parseArgs(String... args) throws Exception { + Options options = CLIOptions.defineOptions(); + CommandLineParser parser = new DefaultParser(); + CommandLine commandLine = parser.parse(options, args); + return CLIOptions.createConfigFromCommandLine(commandLine); + } + + @Test + void sanitizeFlagEnablesSensitiveDataFilter() throws Exception { + Config config = parseArgs("--output-dir", "/tmp", "--sanitize"); + assertTrue(config.getFilterConfig().isFilterSensitiveData(), + "--sanitize should set filterSensitiveData to true"); + } + + @Test + void defaultDoesNotEnableSensitiveDataFilter() throws Exception { + Config config = parseArgs("--output-dir", "/tmp"); + assertFalse(config.getFilterConfig().isFilterSensitiveData(), + "Without --sanitize, filterSensitiveData should remain false"); + } + + @Test + void sanitizeWithContentSafetyOffAllStillEnablesSanitize() throws Exception { + Config config = parseArgs("--output-dir", "/tmp", "--content-safety-off", "all", "--sanitize"); + assertTrue(config.getFilterConfig().isFilterSensitiveData(), + "--sanitize should set filterSensitiveData=true even when --content-safety-off all is used"); + assertFalse(config.getFilterConfig().isFilterHiddenText(), + "--content-safety-off all should disable filterHiddenText"); + assertFalse(config.getFilterConfig().isFilterOutOfPage(), + "--content-safety-off all should disable filterOutOfPage"); + assertFalse(config.getFilterConfig().isFilterTinyText(), + "--content-safety-off all should disable filterTinyText"); + assertFalse(config.getFilterConfig().isFilterHiddenOCG(), + "--content-safety-off all should disable filterHiddenOCG"); + } + + @Test + void contentSafetyOffAllDoesNotTouchSensitiveData() throws Exception { + Config config = parseArgs("--output-dir", "/tmp", "--content-safety-off", "all"); + assertFalse(config.getFilterConfig().isFilterSensitiveData(), + "--content-safety-off all should not enable filterSensitiveData (stays false)"); + } + + @Test + void deprecatedSensitiveDataValueIsAccepted() throws Exception { + Config config = parseArgs("--output-dir", "/tmp", "--content-safety-off", "sensitive-data"); + assertFalse(config.getFilterConfig().isFilterSensitiveData(), + "Deprecated sensitive-data value should not enable sanitization"); + } + + @Test + void deprecatedSensitiveDataValuePrintsWarning() throws Exception { + PrintStream originalErr = System.err; + ByteArrayOutputStream errContent = new ByteArrayOutputStream(); + System.setErr(new PrintStream(errContent)); + try { + parseArgs("--output-dir", "/tmp", "--content-safety-off", "sensitive-data"); + assertTrue(errContent.toString().contains("deprecated"), + "Should print a deprecation warning to stderr"); + } finally { + System.setErr(originalErr); + } + } + + @Test + void sanitizeWithDeprecatedSensitiveDataStillEnablesSanitize() throws Exception { + Config config = parseArgs("--output-dir", "/tmp", "--content-safety-off", "sensitive-data", "--sanitize"); + assertTrue(config.getFilterConfig().isFilterSensitiveData(), + "--sanitize should win over deprecated --content-safety-off sensitive-data"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/cli/CLIOptionsTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/cli/CLIOptionsTest.java new file mode 100644 index 0000000..f673a6d --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/api/cli/CLIOptionsTest.java @@ -0,0 +1,782 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.api.cli; + +import org.apache.commons.cli.CommandLine; +import org.apache.commons.cli.CommandLineParser; +import org.apache.commons.cli.DefaultParser; +import org.apache.commons.cli.Options; +import org.apache.commons.cli.ParseException; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.ValueSource; +import org.opendataloader.pdf.api.Config; + +import java.io.ByteArrayOutputStream; +import java.io.File; +import java.io.IOException; +import java.io.PrintStream; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.List; + +import static org.junit.jupiter.api.Assertions.*; + +class CLIOptionsTest { + + @TempDir + Path tempDir; + + private File testPdf; + private Options options; + private CommandLineParser parser; + + @BeforeEach + void setUp() throws IOException { + testPdf = tempDir.resolve("test.pdf").toFile(); + Files.createFile(testPdf.toPath()); + options = CLIOptions.defineOptions(); + parser = new DefaultParser(); + } + + @Test + void testDefineOptions_containsImageOutputOption() { + assertTrue(options.hasOption("image-output")); + } + + @Test + void testDefineOptions_containsImageFormatOption() { + assertTrue(options.hasOption("image-format")); + } + + @Test + void testCreateConfig_withImageOutputEmbedded() throws ParseException { + String[] args = {"--image-output", "embedded", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertTrue(config.isEmbedImages()); + assertEquals(Config.IMAGE_OUTPUT_EMBEDDED, config.getImageOutput()); + } + + @Test + void testCreateConfig_withImageOutputExternal() throws ParseException { + String[] args = {"--image-output", "external", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertFalse(config.isEmbedImages()); + assertEquals(Config.IMAGE_OUTPUT_EXTERNAL, config.getImageOutput()); + } + + @Test + void testCreateConfig_defaultImageOutput() throws ParseException { + // Default should be external + String[] args = {testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertFalse(config.isEmbedImages()); + assertFalse(config.isImageOutputOff()); + assertEquals(Config.IMAGE_OUTPUT_EXTERNAL, config.getImageOutput()); + } + + @Test + void testCreateConfig_withImageOutputOff() throws ParseException { + String[] args = {"--image-output", "off", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertFalse(config.isEmbedImages()); + assertTrue(config.isImageOutputOff()); + assertEquals(Config.IMAGE_OUTPUT_OFF, config.getImageOutput()); + } + + @ParameterizedTest + @ValueSource(strings = {"png", "jpeg"}) + void testCreateConfig_withValidImageFormat(String format) throws ParseException { + String[] args = {"--image-format", format, testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals(format, config.getImageFormat()); + } + + @Test + void testCreateConfig_withUppercaseImageFormat() throws ParseException { + String[] args = {"--image-format", "JPEG", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals("jpeg", config.getImageFormat()); + } + + @Test + void testCreateConfig_withInvalidImageFormat() throws ParseException { + String[] args = {"--image-format", "bmp", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + assertThrows(IllegalArgumentException.class, () -> { + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + @Test + void testCreateConfig_withEmptyImageFormat() throws ParseException { + String[] args = {"--image-format", "", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + assertThrows(IllegalArgumentException.class, () -> { + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + @Test + void testCreateConfig_withImageOutputAndImageFormat() throws ParseException { + String[] args = {"--image-output", "embedded", "--image-format", "jpeg", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertTrue(config.isEmbedImages()); + assertEquals("jpeg", config.getImageFormat()); + } + + @Test + void testCreateConfig_imageFormatWithExternalOutput() throws ParseException { + String[] args = {"--image-output", "external", "--image-format", "jpeg", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertFalse(config.isEmbedImages()); + assertEquals("jpeg", config.getImageFormat()); + } + + @Test + void testCreateConfig_withWebpImageFormat_shouldFail() throws ParseException { + // WebP is not supported + String[] args = {"--image-format", "webp", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + assertThrows(IllegalArgumentException.class, () -> { + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + @Test + void testDefaultImageFormat() throws ParseException { + String[] args = {testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals(Config.IMAGE_FORMAT_PNG, config.getImageFormat()); + } + + @Test + void testCreateConfig_withInvalidImageOutput() throws ParseException { + String[] args = {"--image-output", "invalid", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + assertThrows(IllegalArgumentException.class, () -> { + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + @Test + void testCreateConfig_withUppercaseImageOutput() throws ParseException { + String[] args = {"--image-output", "EMBEDDED", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertTrue(config.isEmbedImages()); + } + + @Test + void testCreateConfig_defaultReadingOrder() throws ParseException { + // Default should be xycut (new default) + String[] args = {testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals(Config.READING_ORDER_XYCUT, config.getReadingOrder()); + } + + @Test + void testCreateConfig_withReadingOrderOff() throws ParseException { + String[] args = {"--reading-order", "off", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals(Config.READING_ORDER_OFF, config.getReadingOrder()); + } + + // ===== Pages Option Tests ===== + + @Test + void testDefineOptions_containsPagesOption() { + assertTrue(options.hasOption("pages")); + } + + @Test + void testCreateConfig_withPages() throws ParseException { + String[] args = {"--pages", "1,3,5-7", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals("1,3,5-7", config.getPages()); + assertEquals(List.of(1, 3, 5, 6, 7), config.getPageNumbers()); + } + + @Test + void testCreateConfig_withSinglePage() throws ParseException { + String[] args = {"--pages", "5", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals("5", config.getPages()); + assertEquals(List.of(5), config.getPageNumbers()); + } + + @Test + void testCreateConfig_withPageRange() throws ParseException { + String[] args = {"--pages", "1-10", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals("1-10", config.getPages()); + assertEquals(List.of(1, 2, 3, 4, 5, 6, 7, 8, 9, 10), config.getPageNumbers()); + } + + @Test + void testCreateConfig_defaultPages() throws ParseException { + String[] args = {testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertNull(config.getPages()); + assertTrue(config.getPageNumbers().isEmpty()); + } + + @Test + void testCreateConfig_withInvalidPages() throws ParseException { + String[] args = {"--pages", "abc", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + assertThrows(IllegalArgumentException.class, () -> { + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + @Test + void testCreateConfig_withReversePageRange() throws ParseException { + String[] args = {"--pages", "5-3", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + assertThrows(IllegalArgumentException.class, () -> { + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + // ===== Image Directory Option Tests ===== + + @Test + void testDefineOptions_containsImageDirOption() { + assertTrue(options.hasOption("image-dir")); + } + + @Test + void testCreateConfig_withImageDir() throws ParseException { + Path customDir = tempDir.resolve("custom-images"); + String[] args = {"--image-dir", customDir.toString(), testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals(customDir.toString(), config.getImageDir()); + } + + @Test + void testCreateConfig_defaultImageDir() throws ParseException { + String[] args = {testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertNull(config.getImageDir()); // null means use default + } + + @Test + void testCreateConfig_withImageDirAndOutputDir() throws ParseException { + Path outputDir = tempDir.resolve("output"); + Path imageDir = tempDir.resolve("images"); + String[] args = {"-o", outputDir.toString(), "--image-dir", imageDir.toString(), testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals(outputDir.toString(), config.getOutputFolder()); + assertEquals(imageDir.toString(), config.getImageDir()); + } + + @Test + void testCreateConfig_withEmptyImageDir() throws ParseException { + String[] args = {"--image-dir", "", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertNull(config.getImageDir()); // empty string treated as null (use default) + } + + @Test + void testCreateConfig_withWhitespaceImageDir() throws ParseException { + String[] args = {"--image-dir", " ", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertNull(config.getImageDir()); // whitespace-only treated as null (use default) + } + + // ===== Hybrid Mode Option Tests ===== + + @Test + void testDefineOptions_containsHybridModeOption() { + assertTrue(options.hasOption("hybrid-mode")); + } + + @Test + void testDefineOptions_containsHybridOcrOption() { + // --hybrid-ocr is deprecated but still accepted for backward compatibility + assertTrue(options.hasOption("hybrid-ocr")); + } + + @Test + void testCreateConfig_withHybridModeAuto() throws ParseException { + String[] args = {"--hybrid", "docling", "--hybrid-mode", "auto", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals("auto", config.getHybridConfig().getMode()); + assertFalse(config.getHybridConfig().isFullMode()); + } + + @Test + void testCreateConfig_withHybridModeFull() throws ParseException { + String[] args = {"--hybrid", "docling", "--hybrid-mode", "full", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals("full", config.getHybridConfig().getMode()); + assertTrue(config.getHybridConfig().isFullMode()); + } + + @Test + void testCreateConfig_withInvalidHybridMode() throws ParseException { + String[] args = {"--hybrid-mode", "invalid", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + assertThrows(IllegalArgumentException.class, () -> { + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + @Test + void testCreateConfig_withDeprecatedHybridOcr() throws ParseException { + // --hybrid-ocr is deprecated; it should print a warning but not throw + String[] args = {"--hybrid", "docling", "--hybrid-ocr", "force", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + // Should not throw, just prints deprecation warning + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertNotNull(config); + } + + @Test + void testCreateConfig_defaultHybridMode() throws ParseException { + String[] args = {"--hybrid", "docling", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals("auto", config.getHybridConfig().getMode()); + } + + @Test + void testCreateConfig_withDoclingBackend() throws ParseException { + String[] args = {"--hybrid", "docling", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertEquals("docling", config.getHybrid()); + assertTrue(config.isHybridEnabled()); + } + + @Test + void testCreateConfig_defaultHybridFallbackIsFalse() throws ParseException { + String[] args = {"--hybrid", "docling", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertFalse(config.getHybridConfig().isFallbackToJava(), + "hybrid fallback should be disabled by default to fail-fast when server is unavailable"); + } + + @Test + void testCreateConfig_withHybridFallbackExplicit() throws ParseException { + String[] args = {"--hybrid", "docling", "--hybrid-fallback", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertTrue(config.getHybridConfig().isFallbackToJava(), + "hybrid fallback should be enabled when explicitly passed"); + } + + @Test + void testDefineOptions_containsHybridHancomAiRegionlistStrategy() { + assertTrue(options.hasOption("hybrid-hancom-ai-regionlist-strategy")); + } + + @Test + void testDefineOptions_containsHybridHancomAiOcrStrategy() { + assertTrue(options.hasOption("hybrid-hancom-ai-ocr-strategy")); + } + + @Test + void testDefineOptions_containsHybridHancomAiImageCache() { + assertTrue(options.hasOption("hybrid-hancom-ai-image-cache")); + } + + @Test + void testDefineOptions_containsHybridHancomAiSaveCrops() { + assertTrue(options.hasOption("hybrid-hancom-ai-save-crops")); + } + + @Test + void testDefineOptions_containsHybridHancomAiCropOutputDir() { + assertTrue(options.hasOption("hybrid-hancom-ai-crop-output-dir")); + } + + @Test + void testCreateConfig_withHybridHancomAiRegionlistStrategy() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-regionlist-strategy", "list-only", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertEquals("list-only", config.getHybridConfig().getRegionlistStrategy()); + } + + @Test + void testCreateConfig_withHybridHancomAiOcrStrategy() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-ocr-strategy", "force", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertEquals("force", config.getHybridConfig().getOcrStrategy()); + } + + @Test + void testCreateConfig_withHybridHancomAiImageCache() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-image-cache", "disk", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertEquals("disk", config.getHybridConfig().getImageCache()); + } + + @Test + void testCreateConfig_withHybridHancomAiSaveCrops() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-save-crops", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertTrue(config.getHybridConfig().isSaveCrops()); + } + + @Test + void testCreateConfig_withHybridHancomAiCropOutputDir() throws ParseException { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-crop-output-dir", "/tmp/crops", + testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertEquals("/tmp/crops", config.getHybridConfig().getCropOutputDir()); + } + + @Test + void testCreateConfig_hybridHancomAiRegionlistStrategy_invalidValue_throws() { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-regionlist-strategy", "bogus", + testPdf.getAbsolutePath()}; + IllegalArgumentException ex = assertThrows(IllegalArgumentException.class, () -> { + CommandLine cmd = parser.parse(options, args); + CLIOptions.createConfigFromCommandLine(cmd); + }); + assertTrue(ex.getMessage().contains("--hybrid-hancom-ai-regionlist-strategy"), + "Error should name the offending CLI flag, got: " + ex.getMessage()); + assertTrue(ex.getMessage().contains("table-first") && ex.getMessage().contains("list-only"), + "Error should list valid values, got: " + ex.getMessage()); + } + + @Test + void testCreateConfig_hybridHancomAiOcrStrategy_invalidValue_throws() { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-ocr-strategy", "bogus", + testPdf.getAbsolutePath()}; + IllegalArgumentException ex = assertThrows(IllegalArgumentException.class, () -> { + CommandLine cmd = parser.parse(options, args); + CLIOptions.createConfigFromCommandLine(cmd); + }); + assertTrue(ex.getMessage().contains("--hybrid-hancom-ai-ocr-strategy"), + "Error should name the offending CLI flag, got: " + ex.getMessage()); + } + + @Test + void testCreateConfig_hybridHancomAiImageCache_invalidValue_throws() { + String[] args = {"--hybrid", "hancom-ai", + "--hybrid-hancom-ai-image-cache", "bogus", + testPdf.getAbsolutePath()}; + IllegalArgumentException ex = assertThrows(IllegalArgumentException.class, () -> { + CommandLine cmd = parser.parse(options, args); + CLIOptions.createConfigFromCommandLine(cmd); + }); + assertTrue(ex.getMessage().contains("--hybrid-hancom-ai-image-cache"), + "Error should name the offending CLI flag, got: " + ex.getMessage()); + } + + @Test + void testCreateConfig_hybridHancomAiOption_withoutHancomAi_throws() { + String[] args = {"--hybrid-hancom-ai-regionlist-strategy", "list-only", + testPdf.getAbsolutePath()}; + // No --hybrid set, defaults to off. + IllegalArgumentException ex = assertThrows(IllegalArgumentException.class, () -> { + CommandLine cmd = parser.parse(options, args); + CLIOptions.createConfigFromCommandLine(cmd); + }); + assertTrue(ex.getMessage().contains("--hybrid-hancom-ai-"), + "Error should mention the offending prefix, got: " + ex.getMessage()); + assertTrue(ex.getMessage().contains("hancom-ai"), + "Error should mention required backend, got: " + ex.getMessage()); + } + + @Test + void testCreateConfig_hybridHancomAiOption_withDoclingFast_throws() { + String[] args = {"--hybrid", "docling-fast", + "--hybrid-hancom-ai-ocr-strategy", "force", + testPdf.getAbsolutePath()}; + assertThrows(IllegalArgumentException.class, () -> { + CommandLine cmd = parser.parse(options, args); + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + @Test + void testCreateConfig_withThreadsZero_throws() throws ParseException { + String[] args = {"--threads", "0", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + assertThrows(IllegalArgumentException.class, () -> { + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + @Test + void testCreateConfig_withInvalidTableMethod_throws() throws ParseException { + String[] args = {"--table-method", "invalid", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + assertThrows(IllegalArgumentException.class, () -> { + CLIOptions.createConfigFromCommandLine(cmd); + }); + } + + @Test + void testAddAllTo_registersAllOptions() { + Options ext = new Options(); + CLIOptions.addAllTo(ext); + assertTrue(ext.hasOption("hybrid")); + assertTrue(ext.hasOption("hybrid-mode")); + assertTrue(ext.hasOption("hybrid-hancom-ai-regionlist-strategy")); + assertTrue(ext.hasOption("format")); + assertTrue(ext.hasOption("threads")); + } + + @Test + void testApplyAllTo_appliesCoreOptions() throws ParseException { + Options ext = new Options(); + CLIOptions.addAllTo(ext); + ext.addOption(null, "downstream-only", true, "Downstream-specific"); + + // Use --hybrid off so normalize() does not reset threads to 1. + String[] args = {"--hybrid", "off", + "--threads", "2", + "--downstream-only", "value"}; + CommandLine cmd = parser.parse(ext, args); + + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + CLIOptions.applyAllTo(config, cmd); + + assertEquals("off", config.getHybrid()); + assertEquals(2, config.getThreads()); + // downstream-only is not consumed by applyAllTo — that is the caller's job. + assertEquals("value", cmd.getOptionValue("downstream-only")); + } + + @Test + void testAddAllTo_preservesPreexistingDownstreamOptions() { + Options ext = new Options(); + ext.addOption(null, "ua-foo", true, "Pdfua-specific option"); + ext.addOption(null, "ua-bar", false, "Pdfua-specific flag"); + CLIOptions.addAllTo(ext); + + assertTrue(ext.hasOption("ua-foo")); + assertTrue(ext.hasOption("ua-bar")); + assertTrue(ext.hasOption("hybrid")); + assertTrue(ext.hasOption("threads")); + } + + @Test + void testAddAllTo_calledTwice_isIdempotent() { + Options ext = new Options(); + CLIOptions.addAllTo(ext); + int afterFirst = ext.getOptions().size(); + // commons-cli's Options.addOption silently replaces by long-name, so calling + // addAllTo twice does not throw and does not duplicate. Pin this so a future + // commons-cli upgrade that changes the behavior surfaces here. + CLIOptions.addAllTo(ext); + assertEquals(afterFirst, ext.getOptions().size()); + } + + // ===== --format spec separation ===== + + @Test + void testDefineOptions_markdownWithHtmlIsExportedAsBooleanFlag() { + // --markdown-with-html is the official way to enable HTML-in-Markdown. + assertTrue(options.hasOption("markdown-with-html")); + } + + @Test + void testCreateConfig_formatMarkdownPlusMarkdownWithHtml() throws ParseException { + String[] args = {"--format", "markdown", "--markdown-with-html", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + + Config config = CLIOptions.createConfigFromCommandLine(cmd); + + assertTrue(config.isGenerateMarkdown()); + assertTrue(config.isUseHTMLInMarkdown()); + } + + @Test + void testCreateConfig_formatMarkdownWithHtmlEmitsDeprecationWarning() throws ParseException { + String stderr = captureStderr(() -> { + String[] args = {"--format", "markdown-with-html", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertTrue(config.isGenerateMarkdown()); + assertTrue(config.isUseHTMLInMarkdown()); + }); + assertTrue(stderr.contains("--format markdown-with-html is deprecated"), + "expected deprecation warning, got: " + stderr); + } + + @Test + void testCreateConfig_formatMarkdownWithImagesEmitsDeprecationWarning() throws ParseException { + // --format markdown-with-images used to look distinct but produced the same output + // as --format markdown. Now it warns and behaves the same; image extraction is controlled by + // --image-output instead. + String stderr = captureStderr(() -> { + String[] args = {"--format", "markdown-with-images", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertTrue(config.isGenerateMarkdown()); + }); + assertTrue(stderr.contains("--format markdown-with-images is deprecated"), + "expected deprecation warning, got: " + stderr); + } + + @Test + void testCreateConfig_formatMarkdownAloneDoesNotWarn() throws ParseException { + String stderr = captureStderr(() -> { + String[] args = {"--format", "markdown", testPdf.getAbsolutePath()}; + CommandLine cmd = parser.parse(options, args); + Config config = CLIOptions.createConfigFromCommandLine(cmd); + assertTrue(config.isGenerateMarkdown()); + assertFalse(config.isUseHTMLInMarkdown()); + }); + assertFalse(stderr.contains("deprecated"), "expected no deprecation warning, got: " + stderr); + } + + @Test + void testCreateConfig_formatUnsupportedValueErrorDropsDeprecatedNames() { + String[] args = {"--format", "bogus", testPdf.getAbsolutePath()}; + IllegalArgumentException ex = assertThrows(IllegalArgumentException.class, () -> { + CommandLine cmd = parser.parse(options, args); + CLIOptions.createConfigFromCommandLine(cmd); + }); + String msg = ex.getMessage(); + assertFalse(msg.contains("markdown-with-html"), + "deprecated value must not appear in supported-values list: " + msg); + assertFalse(msg.contains("markdown-with-images"), + "deprecated value must not appear in supported-values list: " + msg); + } + + private static String captureStderr(ThrowingRunnable r) { + PrintStream originalErr = System.err; + ByteArrayOutputStream buf = new ByteArrayOutputStream(); + try (PrintStream captured = new PrintStream(buf, true, StandardCharsets.UTF_8)) { + System.setErr(captured); + r.run(); + } catch (Exception e) { + throw new RuntimeException(e); + } finally { + System.setErr(originalErr); + } + return buf.toString(StandardCharsets.UTF_8); + } + + @FunctionalInterface + private interface ThrowingRunnable { + void run() throws Exception; + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/containers/StaticLayoutContainersTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/containers/StaticLayoutContainersTest.java new file mode 100644 index 0000000..fa01b39 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/containers/StaticLayoutContainersTest.java @@ -0,0 +1,202 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.containers; + +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.semanticalgorithms.consumers.ContrastRatioConsumer; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.ImagesUtils; + +import java.util.ArrayList; +import java.util.List; +import java.util.logging.Handler; +import java.util.logging.Level; +import java.util.logging.LogRecord; +import java.util.logging.Logger; +import java.util.stream.Collectors; + +import static org.junit.jupiter.api.Assertions.*; + +class StaticLayoutContainersTest { + + @BeforeEach + void setUp() { + StaticLayoutContainers.clearContainers(); + } + + @Test + void testClearContainers_resetsEmbedImages() { + StaticLayoutContainers.setEmbedImages(true); + assertTrue(StaticLayoutContainers.isEmbedImages()); + + StaticLayoutContainers.clearContainers(); + + assertFalse(StaticLayoutContainers.isEmbedImages()); + } + + @Test + void testClearContainers_resetsImageFormat() { + StaticLayoutContainers.setImageFormat("jpeg"); + assertEquals("jpeg", StaticLayoutContainers.getImageFormat()); + + StaticLayoutContainers.clearContainers(); + + assertEquals("png", StaticLayoutContainers.getImageFormat()); + } + + @Test + void testSetAndGetEmbedImages() { + assertFalse(StaticLayoutContainers.isEmbedImages()); + + StaticLayoutContainers.setEmbedImages(true); + assertTrue(StaticLayoutContainers.isEmbedImages()); + + StaticLayoutContainers.setEmbedImages(false); + assertFalse(StaticLayoutContainers.isEmbedImages()); + } + + @Test + void testSetAndGetImageFormat() { + assertEquals("png", StaticLayoutContainers.getImageFormat()); + + StaticLayoutContainers.setImageFormat("jpeg"); + assertEquals("jpeg", StaticLayoutContainers.getImageFormat()); + + StaticLayoutContainers.setImageFormat("png"); + assertEquals("png", StaticLayoutContainers.getImageFormat()); + } + + @Test + void testGetImageFormat_withNullValue_returnsDefaultPng() { + StaticLayoutContainers.setImageFormat(null); + + assertEquals("png", StaticLayoutContainers.getImageFormat()); + } + + @Test + void testIsEmbedImages_withNullValue_returnsFalse() { + // After clearContainers, embedImages is set to false + // This test verifies the Boolean.TRUE.equals() null-safe check + assertFalse(StaticLayoutContainers.isEmbedImages()); + } + + @Test + void testSetImagesDirectory() { + assertEquals("", StaticLayoutContainers.getImagesDirectory()); + + StaticLayoutContainers.setImagesDirectory("/path/to/images"); + assertEquals("/path/to/images", StaticLayoutContainers.getImagesDirectory()); + } + + @Test + void testIncrementImageIndex() { + StaticLayoutContainers.resetImageIndex(); + + assertEquals(1, StaticLayoutContainers.incrementImageIndex()); + assertEquals(2, StaticLayoutContainers.incrementImageIndex()); + assertEquals(3, StaticLayoutContainers.incrementImageIndex()); + } + + @Test + void testResetImageIndex() { + StaticLayoutContainers.incrementImageIndex(); + StaticLayoutContainers.incrementImageIndex(); + + StaticLayoutContainers.resetImageIndex(); + + assertEquals(1, StaticLayoutContainers.incrementImageIndex()); + } + + @Test + void testCurrentContentId() { + StaticLayoutContainers.setCurrentContentId(100); + assertEquals(100, StaticLayoutContainers.getCurrentContentId()); + + long id = StaticLayoutContainers.incrementContentId(); + assertEquals(100, id); + assertEquals(101, StaticLayoutContainers.getCurrentContentId()); + } + + /** + * Regression guard for issue #458 (OOM). + * + * Before the hotfix, a failed {@link ContrastRatioConsumer} construction + * was logged at {@link Level#WARNING} with only the message string — + * the throwable was dropped, and image extraction plus hidden-text + * filtering were then silently disabled for the rest of the document. + * That made OOM and PDFBox failures very hard to diagnose downstream. + * + * The hotfix raises the level to {@link Level#SEVERE} and passes the + * causing {@link Throwable} so the full stack trace is preserved. + * This test attaches a capturing {@link Handler} to the StaticLayoutContainers + * logger, forces an initialization failure via a non-existent PDF path, + * and asserts the published {@link LogRecord} reflects both contract + * changes plus the {@code isContrastRatioConsumerFailedToCreate} latch. + */ + @Test + void getContrastRatioConsumer_logsSevereWithThrowableOnInitFailure() { + Logger logger = Logger.getLogger(StaticContainers.class.getCanonicalName()); + List captured = new ArrayList<>(); + Handler capture = new Handler() { + @Override + public void publish(LogRecord record) { + captured.add(record); + } + @Override public void flush() { } + @Override public void close() throws SecurityException { } + }; + Level previousLevel = logger.getLevel(); + boolean previousUseParent = logger.getUseParentHandlers(); + logger.addHandler(capture); + logger.setLevel(Level.ALL); + logger.setUseParentHandlers(false); + try { + String bogusPath = "/nonexistent/issue458-oom-trigger.pdf"; + StaticContainers.setFileName(bogusPath); + ImagesUtils result = StaticContainers.getImagesUtils(); + + assertNull(result, + "getImagesUtils must return null after init failure (issue #458)"); + + LogRecord severe = captured.stream() + .filter(r -> r.getLevel() == Level.SEVERE) + .findFirst() + .orElseThrow(() -> new AssertionError( + "Expected a SEVERE log record on ImagesUtils init failure (issue #458). " + + "Captured levels: " + captured.stream().map(LogRecord::getLevel).collect(Collectors.toList()))); + assertNotNull(severe.getThrown(), + "SEVERE log record must include the causing Throwable so the stack trace is preserved (issue #458)"); + assertTrue(severe.getMessage().contains(bogusPath), + "SEVERE log message must mention the source PDF path for diagnosability: was '" + severe.getMessage() + "'"); + + // The latch is part of the documented silent-skip behaviour the hotfix + // makes visible — it must be set so callers know subsequent gets will + // short-circuit to null without re-attempting construction. + ImagesUtils second = StaticContainers.getImagesUtils(); + assertNull(second, + "After init failure, subsequent calls must keep returning null without retrying (issue #458)"); + long severeCount = captured.stream().filter(r -> r.getLevel() == Level.SEVERE).count(); + assertEquals(1, severeCount, + "SEVERE must be logged exactly once — the latch prevents repeated init attempts"); + } finally { + logger.removeHandler(capture); + logger.setLevel(previousLevel); + logger.setUseParentHandlers(previousUseParent); + StaticLayoutContainers.clearContainers(); + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/entities/PictureDescriptionE2ETest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/entities/PictureDescriptionE2ETest.java new file mode 100644 index 0000000..13814b9 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/entities/PictureDescriptionE2ETest.java @@ -0,0 +1,317 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.entities; + +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.html.HtmlGenerator; +import org.opendataloader.pdf.markdown.MarkdownGenerator; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +import java.io.StringWriter; +import java.lang.reflect.Method; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * E2E tests verifying that picture descriptions are emitted as alt text + * (not as separate caption text) in Markdown and HTML output. + * + *

    Tests use reflection to call writePicture() directly, bypassing + * file I/O and PDF processing setup. + */ +class PictureDescriptionE2ETest { + + private static final BoundingBox BBOX = new BoundingBox(0, 0, 100, 100); + + // ------------------------------------------------------------------------- + // Markdown output + // ------------------------------------------------------------------------- + + @Test + void markdown_withDescription_altTextContainsDescription() throws Exception { + String description = "A bar chart showing quarterly sales"; + SemanticPicture picture = new SemanticPicture(BBOX, 1, description); + + StringWriter writer = new StringWriter(); + String output = invokeMarkdownWritePicture(writer, picture, "image_dir", "imageFile1.png"); + + // alt text must contain the sanitized description + assertTrue(output.contains("![A bar chart showing quarterly sales]"), + "Expected alt text with description, got: " + output); + } + + @Test + void markdown_withDescription_noItalicCaption() throws Exception { + String description = "A scatter plot of temperature vs humidity"; + SemanticPicture picture = new SemanticPicture(BBOX, 1, description); + + StringWriter writer = new StringWriter(); + String output = invokeMarkdownWritePicture(writer, picture, "image_dir", "imageFile1.png"); + + // old behaviour was to append *caption* below the image — must not exist + assertFalse(output.contains("*A scatter plot"), + "Italic caption must not appear below image, got: " + output); + assertFalse(output.contains("*" + description + "*"), + "Italic caption must not appear below image, got: " + output); + } + + @Test + void markdown_withoutDescription_fallbackAltText() throws Exception { + SemanticPicture picture = new SemanticPicture(BBOX, 3); + + StringWriter writer = new StringWriter(); + String output = invokeMarkdownWritePicture(writer, picture, "image_dir", "imageFile3.png"); + + assertTrue(output.contains("![image 3]"), + "Expected fallback alt text 'image 3', got: " + output); + } + + @Test + void markdown_descriptionWithSpecialChars_sanitizedInAlt() throws Exception { + String description = "Chart titled \"Q4 Results\" & profit"; + SemanticPicture picture = new SemanticPicture(BBOX, 1, description); + + StringWriter writer = new StringWriter(); + String output = invokeMarkdownWritePicture(writer, picture, "image_dir", "imageFile1.png"); + + // Special chars must be stripped from alt text + assertFalse(output.contains("\""), "Double quotes must not appear in output: " + output); + assertFalse(output.contains("<"), "< must not appear in output: " + output); + assertFalse(output.contains(">"), "> must not appear in output: " + output); + assertFalse(output.contains("&"), "& must not appear in output: " + output); + + // Sanitized text should be in alt + assertTrue(output.contains("![Chart titled Q4 Results revenue profit]"), + "Expected sanitized alt text, got: " + output); + } + + @Test + void markdown_descriptionWithNewline_sanitizedInAlt() throws Exception { + String description = "Line one\nLine two"; + SemanticPicture picture = new SemanticPicture(BBOX, 1, description); + + StringWriter writer = new StringWriter(); + String output = invokeMarkdownWritePicture(writer, picture, "image_dir", "imageFile1.png"); + + assertTrue(output.contains("![Line one Line two]"), + "Newline in description must be replaced with space, got: " + output); + } + + @Test + void markdown_sameDescriptionInAltAndNoSeparateCaption() throws Exception { + String description = "A pie chart showing market share"; + SemanticPicture picture = new SemanticPicture(BBOX, 1, description); + + StringWriter writer = new StringWriter(); + String output = invokeMarkdownWritePicture(writer, picture, "image_dir", "imageFile1.png"); + + // Must appear exactly once (in alt), not twice (alt + caption) + long count = output.chars() + .filter(c -> output.indexOf("A pie chart") == output.lastIndexOf("A pie chart") ? true : false) + .count(); + int firstIdx = output.indexOf("A pie chart showing market share"); + int lastIdx = output.lastIndexOf("A pie chart showing market share"); + assertEquals(firstIdx, lastIdx, + "Description must appear exactly once (alt only), got: " + output); + } + + // ------------------------------------------------------------------------- + // HTML output + // ------------------------------------------------------------------------- + + @Test + void html_withDescription_altAttributeContainsDescription() throws Exception { + String description = "A line graph of monthly revenue"; + SemanticPicture picture = new SemanticPicture(BBOX, 1, description); + + String output = invokeHtmlWritePicture(picture, "image_dir", "imageFile1.png"); + + assertTrue(output.contains("alt=\"A line graph of monthly revenue\""), + "Expected alt attribute with description, got: " + output); + } + + @Test + void html_withDescription_noFigcaption() throws Exception { + String description = "A line graph of monthly revenue"; + SemanticPicture picture = new SemanticPicture(BBOX, 1, description); + + String output = invokeHtmlWritePicture(picture, "image_dir", "imageFile1.png"); + + assertFalse(output.contains("

    "), + "No figcaption expected (alt-only, consistent with Markdown), got: " + output); + } + + @Test + void html_withDescription_altContainsSanitizedDescription() throws Exception { + String description = "Histogram of response times"; + SemanticPicture picture = new SemanticPicture(BBOX, 1, description); + + String output = invokeHtmlWritePicture(picture, "image_dir", "imageFile1.png"); + + String sanitized = picture.sanitizeDescription(); + assertTrue(output.contains("alt=\"" + sanitized + "\""), + "alt must contain sanitized description, got: " + output); + assertFalse(output.contains("
    "), + "No figcaption expected, got: " + output); + } + + @Test + void html_withoutDescription_fallbackAltText() throws Exception { + SemanticPicture picture = new SemanticPicture(BBOX, 2); + + String output = invokeHtmlWritePicture(picture, "image_dir", "imageFile2.png"); + + assertTrue(output.contains("alt=\"figure2\""), + "Expected fallback alt text 'figure2', got: " + output); + assertFalse(output.contains("
    "), + "No figcaption expected when no description, got: " + output); + } + + @Test + void html_descriptionWithSpecialChars_sanitizedInAlt() throws Exception { + String description = "Chart titled \"Q4\" bold & more"; + SemanticPicture picture = new SemanticPicture(BBOX, 1, description); + + String output = invokeHtmlWritePicture(picture, "image_dir", "imageFile1.png"); + + // Sanitized: no special chars + assertFalse(output.contains("\"Q4\""), "Double quotes must be removed: " + output); + assertFalse(output.contains(""), "HTML tags must be removed: " + output); + assertFalse(output.contains("&"), "& must be removed before insertion: " + output); + + String sanitized = picture.sanitizeDescription(); + assertTrue(output.contains("alt=\"" + sanitized + "\""), + "alt must contain sanitized text, got: " + output); + assertFalse(output.contains("
    "), + "No figcaption expected, got: " + output); + } + + // ------------------------------------------------------------------------- + // Helpers — invoke writePicture via reflection with a mock image file + // ------------------------------------------------------------------------- + + /** + * Invokes MarkdownGenerator.writePicture() via a test subclass that overrides + * the image-existence check and image-path resolution. + */ + private String invokeMarkdownWritePicture(StringWriter writer, SemanticPicture picture, + String imageDir, String imageName) throws Exception { + // Use a test subclass that bypasses file I/O + MarkdownGenerator generator = new TestMarkdownGenerator(writer, imageDir, imageName); + Method method = MarkdownGenerator.class.getDeclaredMethod("writePicture", SemanticPicture.class); + method.setAccessible(true); + method.invoke(generator, picture); + return writer.toString(); + } + + /** + * Invokes HtmlGenerator.writePicture() via a test subclass that overrides + * the image-existence check and image-path resolution. + */ + private String invokeHtmlWritePicture(SemanticPicture picture, + String imageDir, String imageName) throws Exception { + StringWriter writer = new StringWriter(); + HtmlGenerator generator = new TestHtmlGenerator(writer, imageDir, imageName); + Method method = HtmlGenerator.class.getDeclaredMethod("writePicture", SemanticPicture.class); + method.setAccessible(true); + method.invoke(generator, picture); + return writer.toString(); + } + + // ------------------------------------------------------------------------- + // Test subclasses that bypass StaticLayoutContainers / file system + // ------------------------------------------------------------------------- + + /** + * MarkdownGenerator subclass that writes to a StringWriter and + * overrides image-path lookups to return predictable values. + */ + static class TestMarkdownGenerator extends MarkdownGenerator { + + private final String imageDir; + private final String imageName; + + TestMarkdownGenerator(StringWriter writer, String imageDir, String imageName) { + super(writer, buildMinimalConfig()); + this.imageDir = imageDir; + this.imageName = imageName; + this.isImageSupported = true; + } + + @Override + protected void writePicture(SemanticPicture picture) { + try { + // Build paths directly, bypassing StaticLayoutContainers + String imageSource = imageDir + "/" + imageName; + String altText = picture.hasDescription() + ? picture.sanitizeDescription() + : "image " + picture.getPictureIndex(); + String imageString = String.format("![%s](%s)", altText, imageSource); + markdownWriter.write(getCorrectMarkdownString(imageString)); + } catch (java.io.IOException e) { + throw new RuntimeException(e); + } + } + + private static org.opendataloader.pdf.api.Config buildMinimalConfig() { + org.opendataloader.pdf.api.Config config = new org.opendataloader.pdf.api.Config(); + config.setOutputFolder(System.getProperty("java.io.tmpdir")); + return config; + } + } + + /** + * HtmlGenerator subclass that writes to a StringWriter and + * overrides writePicture() to bypass StaticLayoutContainers / file system. + */ + static class TestHtmlGenerator extends HtmlGenerator { + + private final String imageDir; + private final String imageName; + private final StringWriter stringWriter; + + TestHtmlGenerator(StringWriter writer, String imageDir, String imageName) throws java.io.IOException { + super(createTempFile(), buildMinimalConfig()); + this.imageDir = imageDir; + this.imageName = imageName; + this.stringWriter = writer; + } + + @Override + protected void writePicture(SemanticPicture picture) { + String imageSource = imageDir + "/" + imageName; + String altText = picture.hasDescription() + ? picture.sanitizeDescription() + : "figure" + picture.getPictureIndex(); + + stringWriter.write("
    \n"); + stringWriter.write(String.format("\"%s\"%n", imageSource, altText)); + stringWriter.write("
    \n"); + } + + private static java.io.File createTempFile() throws java.io.IOException { + java.io.File f = java.io.File.createTempFile("test", ".html"); + f.deleteOnExit(); + return f; + } + + private static org.opendataloader.pdf.api.Config buildMinimalConfig() { + org.opendataloader.pdf.api.Config config = new org.opendataloader.pdf.api.Config(); + config.setOutputFolder(System.getProperty("java.io.tmpdir")); + return config; + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/entities/SemanticPictureTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/entities/SemanticPictureTest.java new file mode 100644 index 0000000..d1480a8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/entities/SemanticPictureTest.java @@ -0,0 +1,227 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.entities; + +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +import static org.junit.jupiter.api.Assertions.*; + +class SemanticPictureTest { + + private static final BoundingBox BBOX = new BoundingBox(0, 0, 100, 100); + + // --- hasDescription --- + + @Test + void hasDescription_nullDescription_returnsFalse() { + SemanticPicture picture = new SemanticPicture(BBOX, 1); + assertFalse(picture.hasDescription()); + } + + @Test + void hasDescription_emptyDescription_returnsFalse() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, ""); + assertFalse(picture.hasDescription()); + } + + @Test + void hasDescription_nonEmptyDescription_returnsTrue() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "A bar chart"); + assertTrue(picture.hasDescription()); + } + + // --- sanitizeDescription: no description --- + + @Test + void sanitizeDescription_noDescription_returnsEmpty() { + SemanticPicture picture = new SemanticPicture(BBOX, 1); + assertEquals("", picture.sanitizeDescription()); + } + + @Test + void sanitizeDescription_emptyDescription_returnsEmpty() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, ""); + assertEquals("", picture.sanitizeDescription()); + } + + // --- sanitizeDescription: clean input --- + + @Test + void sanitizeDescription_cleanText_returnsUnchanged() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "A bar chart showing sales data"); + assertEquals("A bar chart showing sales data", picture.sanitizeDescription()); + } + + @Test + void sanitizeDescription_textWithNumbers_returnsUnchanged() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "Figure 3: Q1 2025 results 42%"); + assertEquals("Figure 3: Q1 2025 results 42%", picture.sanitizeDescription()); + } + + // --- sanitizeDescription: HTML attribute delimiters --- + + @Test + void sanitizeDescription_doubleQuotes_removed() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "hell \"world\" my friend"); + assertEquals("hell world my friend", picture.sanitizeDescription()); + } + + @Test + void sanitizeDescription_htmlTags_removed() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "hell \"world\" my friend! "); + assertEquals("hell world my friend! this is god@%", picture.sanitizeDescription()); + } + + @Test + void sanitizeDescription_ampersand_removedAndWhitespaceCollapsed() { + // & removed → "Sales Marketing" → whitespace collapsed → "Sales Marketing" + SemanticPicture picture = new SemanticPicture(BBOX, 1, "Sales & Marketing"); + String result = picture.sanitizeDescription(); + assertFalse(result.contains("&")); + assertFalse(result.contains(" ")); // no double space after collapse + assertEquals("Sales Marketing", result); + } + + // --- sanitizeDescription: Markdown alt delimiters --- + + @Test + void sanitizeDescription_squareBrackets_removed() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "See [figure 1] for details"); + assertEquals("See figure 1 for details", picture.sanitizeDescription()); + } + + // --- sanitizeDescription: newlines --- + + @Test + void sanitizeDescription_newline_replacedWithSpace() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "Line one\nLine two"); + assertEquals("Line one Line two", picture.sanitizeDescription()); + } + + @Test + void sanitizeDescription_carriageReturn_replacedWithSpace() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "Line one\rLine two"); + assertEquals("Line one Line two", picture.sanitizeDescription()); + } + + @Test + void sanitizeDescription_crLf_replacedWithSingleSpace() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "Line one\r\nLine two"); + assertEquals("Line one Line two", picture.sanitizeDescription()); + } + + @Test + void sanitizeDescription_multipleNewlines_collapsedToSingleSpace() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "Line one\n\nLine two"); + assertEquals("Line one Line two", picture.sanitizeDescription()); + } + + // --- sanitizeDescription: null character --- + + @Test + void sanitizeDescription_nullChar_removed() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "hello\u0000world"); + assertEquals("helloworld", picture.sanitizeDescription()); + } + + // --- sanitizeDescription: whitespace collapsing & trim --- + + @Test + void sanitizeDescription_leadingTrailingWhitespace_trimmed() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, " hello world "); + assertEquals("hello world", picture.sanitizeDescription()); + } + + @Test + void sanitizeDescription_consecutiveSpaces_collapsed() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "hello world"); + assertEquals("hello world", picture.sanitizeDescription()); + } + + // --- sanitizeDescription: combined real-world cases --- + + @Test + void sanitizeDescription_aiGeneratedWithSpecialChars() { + // Typical AI model output with mixed special characters + SemanticPicture picture = new SemanticPicture(BBOX, 1, + "A bar chart titled \"Q4 Results\" showing & trends.\nValues range from $10M to $50M."); + String result = picture.sanitizeDescription(); + assertFalse(result.contains("\"")); + assertFalse(result.contains("<")); + assertFalse(result.contains(">")); + assertFalse(result.contains("&")); + assertFalse(result.contains("\n")); + assertFalse(result.contains(" ")); + assertEquals("A bar chart titled Q4 Results showing revenue profit trends. Values range from $10M to $50M.", result); + } + + @Test + void sanitizeDescription_onlySpecialChars_returnsEmpty() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, "\"<>&[]"); + assertEquals("", picture.sanitizeDescription()); + } + + @Test + void sanitizeDescription_onlyWhitespace_returnsEmpty() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, " \n\r\t "); + // \t is not removed but trim handles edges; collapsed whitespace → trimmed to empty or near-empty + assertTrue(picture.sanitizeDescription().isBlank()); + } + + // --- sanitizeDescription: idempotency --- + + @Test + void sanitizeDescription_idempotent() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, + "hell \"world\" & [link]"); + String once = picture.sanitizeDescription(); + SemanticPicture picture2 = new SemanticPicture(BBOX, 1, once); + assertEquals(once, picture2.sanitizeDescription()); + } + + // --- sanitizeDescription: safe for Markdown alt --- + + @Test + void sanitizeDescription_safeForMarkdownAlt() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, + "Chart [showing] data \"here\" bold & more"); + String result = picture.sanitizeDescription(); + // Must not contain Markdown alt-breaking chars + assertFalse(result.contains("[")); + assertFalse(result.contains("]")); + // Must be embeddable in ![...](path) without breaking + String markdown = "![" + result + "](image.png)"; + assertTrue(markdown.startsWith("![")); + assertTrue(markdown.endsWith("](image.png)")); + } + + // --- sanitizeDescription: safe for HTML attribute --- + + @Test + void sanitizeDescription_safeForHtmlAttribute() { + SemanticPicture picture = new SemanticPicture(BBOX, 1, + "Title: \"Hello\" & Co."); + String result = picture.sanitizeDescription(); + assertFalse(result.contains("\"")); + assertFalse(result.contains("<")); + assertFalse(result.contains(">")); + assertFalse(result.contains("&")); + // Safe to embed in alt="..." + String html = "\"""; + assertTrue(html.contains("alt=\"")); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/html/HtmlGeneratorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/html/HtmlGeneratorTest.java new file mode 100644 index 0000000..721f924 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/html/HtmlGeneratorTest.java @@ -0,0 +1,151 @@ +package org.opendataloader.pdf.html; + +import static org.junit.jupiter.api.Assertions.assertEquals; + +import java.awt.Color; +import java.util.ArrayList; +import java.util.List; +import java.util.stream.Stream; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.Arguments; +import org.junit.jupiter.params.provider.MethodSource; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.NodeUtils; + +class HtmlGeneratorTest { + /** + * Creates a TextChunk with the given style properties. + * Assumptions about internal representation: + * - setFontColor(double[]) expects RGB in range [0.0, 1.0]. + * - setItalicAngle(0.0) → isItalic() == false, non‑zero → true. + * - setFontWeight(double) is stored and getRoundedFontWeight() rounds it. + */ + private TextChunk createChunk(String text, boolean strikethrough, boolean underlined) { + BoundingBox dummyBox = new BoundingBox(0, 0, 10, 20, 30); + TextChunk chunk = new TextChunk(dummyBox, text, 12, 100.0); + + if (strikethrough) { + chunk.setIsStrikethroughText(); // sets the flag to true + } + + if (underlined) { + chunk.setIsUnderlinedText(); // sets the flag to true + } + return chunk; + } + + /** + * Builds the expected style attribute value for a given combination. + * The order matches getTextStyle(): strikethrough → italic → color → weight. + */ + private String expectedStyle(boolean strikethrough, boolean underlined) { + StringBuilder style = new StringBuilder(); + if (strikethrough && underlined) { + style.append("text-decoration: line-through underline; "); + } else if (strikethrough) { + style.append("text-decoration: line-through; "); + } else if (underlined) { + style.append("text-decoration: underline; "); + } + return style.toString().trim(); + } + + static Stream styleCombinations() { + List args = new ArrayList<>(); + boolean[] bools = { false, true }; + for (boolean s : bools) { + for (boolean i : bools) { + args.add(Arguments.of(s, i)); + } + } + return args.stream(); + } + + @ParameterizedTest(name = "strikethrough={0}, underlined={1}") + @MethodSource("styleCombinations") + void testAllStyleCombinations(boolean strikethrough, boolean underlined) { + TextChunk chunk = createChunk("A", strikethrough, underlined); + TextLine line = new TextLine(chunk); + StringBuilder sb = new StringBuilder(); + + HtmlGenerator.getTextFromLineForHTML(line, sb); + + String expected; + if (strikethrough || underlined) { + String styleAttr = expectedStyle(strikethrough, underlined); + expected = "A"; + } else { + expected = "A"; + } + assertEquals(expected, sb.toString()); + } + + @Test + void testEmptyLine() { + TextLine line = new TextLine(); + StringBuilder sb = new StringBuilder(); + HtmlGenerator.getTextFromLineForHTML(line, sb); + assertEquals("", sb.toString()); + } + + @Test + void testPdfTextIsEscapedForHtmlBodyContext() { + TextChunk chunk = createChunk("&", false, false); + TextLine line = new TextLine(chunk); + StringBuilder sb = new StringBuilder(); + + HtmlGenerator.getTextFromLineForHTML(line, sb); + + assertEquals("<script>alert(1)</script>&", sb.toString()); + } + + @Test + void testStyledPdfTextIsEscapedInsideSpan() { + TextChunk chunk = createChunk("", false, true); + TextLine line = new TextLine(chunk); + StringBuilder sb = new StringBuilder(); + + HtmlGenerator.getTextFromLineForHTML(line, sb); + + assertEquals( + "<img src=x onerror=alert(1)>", + sb.toString()); + } + + @Test + void testHtmlTextEscapingHandlesTitleCharactersAndNull() { + assertEquals("report <draft> & notes", HtmlGenerator.escapeHtmlText("report & notes")); + assertEquals("", HtmlGenerator.escapeHtmlText(null)); + } + + @Test + void testAmpersandIsEscapedExactlyOnce() { + TextChunk chunk = new TextChunk(new BoundingBox(0, 0, 10, 20, 30), + "< & &", 12, 100.0); + chunk.setFontWeight(400.0); + TextLine line = new TextLine(chunk); + StringBuilder sb = new StringBuilder(); + + HtmlGenerator.getTextFromLineForHTML(line, sb); + + assertEquals("&lt; & &amp;", sb.toString()); + } + + @Test + void testFormulaLatexIsEscaped() { + String formulaLatex = "x < y & z"; + String result = HtmlGenerator.escapeHtmlText(formulaLatex); + assertEquals("x < y & z", result); + } + + @Test + void testHtmlAttributeEscapingHandlesQuotesAndNewlines() { + assertEquals("quote" and null byte", + HtmlGenerator.escapeHtmlAttribute("quote\" and\u0000\nnull byte")); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/DiskPageImageCacheTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/DiskPageImageCacheTest.java new file mode 100644 index 0000000..c2e17ab --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/DiskPageImageCacheTest.java @@ -0,0 +1,103 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; + +import java.awt.image.BufferedImage; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.concurrent.atomic.AtomicInteger; + +import static org.junit.jupiter.api.Assertions.*; + +class DiskPageImageCacheTest { + + private static BufferedImage createTestImage() { + return new BufferedImage(10, 10, BufferedImage.TYPE_INT_RGB); + } + + @Test + void getOrFetch_writesToDisk(@TempDir Path tempDir) throws IOException { + try (DiskPageImageCache cache = new DiskPageImageCache(tempDir)) { + AtomicInteger fetchCount = new AtomicInteger(0); + + BufferedImage img = cache.getOrFetch(0, idx -> { + fetchCount.incrementAndGet(); + return createTestImage(); + }); + + assertNotNull(img); + assertEquals(1, fetchCount.get()); + assertTrue(Files.exists(tempDir.resolve("page-0.png")), "PNG file should exist on disk"); + } + } + + @Test + void getOrFetch_secondCallReadsFromDisk(@TempDir Path tempDir) throws IOException { + try (DiskPageImageCache cache = new DiskPageImageCache(tempDir)) { + AtomicInteger fetchCount = new AtomicInteger(0); + + cache.getOrFetch(0, idx -> { + fetchCount.incrementAndGet(); + return createTestImage(); + }); + assertEquals(1, fetchCount.get()); + + // Second call should read from disk, not call fetcher + BufferedImage img2 = cache.getOrFetch(0, idx -> { + fetchCount.incrementAndGet(); + return createTestImage(); + }); + + assertNotNull(img2); + assertEquals(1, fetchCount.get(), "Fetcher should not be called on second access"); + } + } + + @Test + void evict_isNoOp(@TempDir Path tempDir) throws IOException { + try (DiskPageImageCache cache = new DiskPageImageCache(tempDir)) { + cache.getOrFetch(0, idx -> createTestImage()); + cache.evict(0); + + assertTrue(Files.exists(tempDir.resolve("page-0.png")), + "File should still exist after evict (no-op)"); + } + } + + @Test + void close_deletesTempFiles(@TempDir Path tempDir) throws IOException { + // Create a subdirectory inside tempDir to simulate real usage + Path cacheDir = tempDir.resolve("odl-cache"); + Files.createDirectory(cacheDir); + + DiskPageImageCache cache = new DiskPageImageCache(cacheDir); + cache.getOrFetch(0, idx -> createTestImage()); + cache.getOrFetch(1, idx -> createTestImage()); + + assertTrue(Files.exists(cacheDir.resolve("page-0.png"))); + assertTrue(Files.exists(cacheDir.resolve("page-1.png"))); + + cache.close(); + + assertFalse(Files.exists(cacheDir.resolve("page-0.png")), "Files should be deleted"); + assertFalse(Files.exists(cacheDir.resolve("page-1.png")), "Files should be deleted"); + assertFalse(Files.exists(cacheDir), "Directory should be deleted"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/DoclingFastServerClientTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/DoclingFastServerClientTest.java new file mode 100644 index 0000000..43d9b50 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/DoclingFastServerClientTest.java @@ -0,0 +1,241 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.ObjectMapper; +import okhttp3.OkHttpClient; +import mockwebserver3.MockResponse; +import mockwebserver3.MockWebServer; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.hybrid.HybridClient.HybridRequest; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; + +import java.io.IOException; +import java.util.Arrays; +import java.util.Collections; +import java.util.List; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * Unit tests for DoclingFastServerClient partial_success handling. + */ +class DoclingFastServerClientTest { + + private MockWebServer server; + private DoclingFastServerClient client; + + @BeforeEach + void setUp() throws IOException { + server = new MockWebServer(); + server.start(); + String baseUrl = server.url("").toString(); + // Remove trailing slash + if (baseUrl.endsWith("/")) { + baseUrl = baseUrl.substring(0, baseUrl.length() - 1); + } + client = new DoclingFastServerClient(baseUrl, new OkHttpClient(), new ObjectMapper()); + } + + @AfterEach + void tearDown() throws IOException { + client.shutdown(); + server.close(); + } + + @Test + void testSuccessResponseHasNoFailedPages() throws IOException { + String responseJson = "{" + + "\"status\": \"success\"," + + "\"document\": {\"json_content\": {\"pages\": {\"1\": {}, \"2\": {}, \"3\": {}}}}," + + "\"processing_time\": 1.5," + + "\"errors\": []," + + "\"failed_pages\": []" + + "}"; + + server.enqueue(new MockResponse.Builder() + .body(responseJson) + .addHeader("Content-Type", "application/json") + .build()); + + HybridRequest request = HybridRequest.allPages(new byte[]{0x25, 0x50, 0x44, 0x46}); + HybridResponse response = client.convert(request); + + assertFalse(response.hasFailedPages()); + assertEquals(Collections.emptyList(), response.getFailedPages()); + } + + @Test + void testPartialSuccessResponseWithFailedPages() throws IOException { + String responseJson = "{" + + "\"status\": \"partial_success\"," + + "\"document\": {\"json_content\": {\"pages\": {\"1\": {}, \"2\": {}, \"4\": {}, \"5\": {}}}}," + + "\"processing_time\": 2.0," + + "\"errors\": [\"Unknown page: pipeline terminated early\"]," + + "\"failed_pages\": [3]" + + "}"; + + server.enqueue(new MockResponse.Builder() + .body(responseJson) + .addHeader("Content-Type", "application/json") + .build()); + + HybridRequest request = HybridRequest.allPages(new byte[]{0x25, 0x50, 0x44, 0x46}); + HybridResponse response = client.convert(request); + + assertTrue(response.hasFailedPages()); + assertEquals(Collections.singletonList(3), response.getFailedPages()); + } + + @Test + void testPartialSuccessMultipleFailedPages() throws IOException { + String responseJson = "{" + + "\"status\": \"partial_success\"," + + "\"document\": {\"json_content\": {\"pages\": {\"1\": {}, \"3\": {}, \"5\": {}}}}," + + "\"processing_time\": 3.0," + + "\"errors\": [\"Unknown page: pipeline terminated early\", \"Unknown page: pipeline terminated early\"]," + + "\"failed_pages\": [2, 4]" + + "}"; + + server.enqueue(new MockResponse.Builder() + .body(responseJson) + .addHeader("Content-Type", "application/json") + .build()); + + HybridRequest request = HybridRequest.allPages(new byte[]{0x25, 0x50, 0x44, 0x46}); + HybridResponse response = client.convert(request); + + assertTrue(response.hasFailedPages()); + assertEquals(Arrays.asList(2, 4), response.getFailedPages()); + } + + @Test + void testFailureResponseThrowsIOException() { + String responseJson = "{" + + "\"status\": \"failure\"," + + "\"errors\": [\"PDF conversion failed: ValueError: corrupted file\"]" + + "}"; + + server.enqueue(new MockResponse.Builder() + .body(responseJson) + .addHeader("Content-Type", "application/json") + .build()); + + HybridRequest request = HybridRequest.allPages(new byte[]{0x25, 0x50, 0x44, 0x46}); + + IOException exception = assertThrows(IOException.class, () -> client.convert(request)); + assertTrue(exception.getMessage().contains("processing failed")); + } + + @Test + void testLegacyResponseWithoutFailedPagesField() throws IOException { + // Older server versions may not include failed_pages field + String responseJson = "{" + + "\"status\": \"success\"," + + "\"document\": {\"json_content\": {\"pages\": {\"1\": {}, \"2\": {}}}}," + + "\"processing_time\": 1.0" + + "}"; + + server.enqueue(new MockResponse.Builder() + .body(responseJson) + .addHeader("Content-Type", "application/json") + .build()); + + HybridRequest request = HybridRequest.allPages(new byte[]{0x25, 0x50, 0x44, 0x46}); + HybridResponse response = client.convert(request); + + assertFalse(response.hasFailedPages()); + assertEquals(Collections.emptyList(), response.getFailedPages()); + } + + @Test + void testMalformedFailedPagesValues() throws IOException { + // Server returns mixed valid/invalid values in failed_pages array + String responseJson = "{" + + "\"status\": \"partial_success\"," + + "\"document\": {\"json_content\": {\"pages\": {\"1\": {}, \"2\": {}}}}," + + "\"processing_time\": 1.0," + + "\"errors\": [\"error\"]," + + "\"failed_pages\": [3, \"bad\", null, 5]" + + "}"; + + server.enqueue(new MockResponse.Builder() + .body(responseJson) + .addHeader("Content-Type", "application/json") + .build()); + + HybridRequest request = HybridRequest.allPages(new byte[]{0x25, 0x50, 0x44, 0x46}); + HybridResponse response = client.convert(request); + + assertTrue(response.hasFailedPages()); + // Only valid integer values should be extracted + assertEquals(Arrays.asList(3, 5), response.getFailedPages()); + } + + @Test + void testCheckAvailabilitySucceeds() throws IOException { + server.enqueue(new MockResponse.Builder().code(200).body("ok").build()); + + // Should not throw + client.checkAvailability(); + } + + @Test + void testCheckAvailabilityFailsWhenServerUnavailable() throws IOException { + // Shut down the server to simulate unavailability + server.close(); + + IOException exception = assertThrows(IOException.class, () -> client.checkAvailability()); + assertTrue(exception.getMessage().contains("Hybrid server is not available")); + assertTrue(exception.getMessage().contains("pip install"), + "Error message should include install instructions for self-service resolution"); + assertTrue(exception.getMessage().contains("opendataloader-pdf-hybrid --port 5002"), + "Error message should include server start command"); + } + + @Test + void testCheckAvailabilityFailsOnUnhealthyServer() { + server.enqueue(new MockResponse.Builder().code(503).build()); + + IOException exception = assertThrows(IOException.class, () -> client.checkAvailability()); + assertTrue(exception.getMessage().contains("returned HTTP 503")); + assertTrue(exception.getMessage().contains("starting up or unhealthy")); + } + + @Test + void testPartialSuccessAllPagesFailed() throws IOException { + String responseJson = "{" + + "\"status\": \"partial_success\"," + + "\"document\": {\"json_content\": {\"pages\": {}}}," + + "\"processing_time\": 2.0," + + "\"errors\": [\"error1\", \"error2\", \"error3\"]," + + "\"failed_pages\": [1, 2, 3]" + + "}"; + + server.enqueue(new MockResponse.Builder() + .body(responseJson) + .addHeader("Content-Type", "application/json") + .build()); + + HybridRequest request = HybridRequest.allPages(new byte[]{0x25, 0x50, 0x44, 0x46}); + HybridResponse response = client.convert(request); + + assertTrue(response.hasFailedPages()); + assertEquals(Arrays.asList(1, 2, 3), response.getFailedPages()); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/DoclingSchemaTransformerTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/DoclingSchemaTransformerTest.java new file mode 100644 index 0000000..38fb6a7 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/DoclingSchemaTransformerTest.java @@ -0,0 +1,768 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.node.ArrayNode; +import com.fasterxml.jackson.databind.node.ObjectNode; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; + +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +/** + * Unit tests for DoclingSchemaTransformer. + */ +public class DoclingSchemaTransformerTest { + + private DoclingSchemaTransformer transformer; + private ObjectMapper objectMapper; + + @BeforeEach + void setUp() { + transformer = new DoclingSchemaTransformer(); + objectMapper = new ObjectMapper(); + StaticLayoutContainers.setCurrentContentId(1L); + } + + @Test + void testGetBackendType() { + Assertions.assertEquals("docling", transformer.getBackendType()); + } + + @Test + void testTransformNullJson() { + HybridResponse response = new HybridResponse("", null, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertTrue(result.isEmpty()); + } + + @Test + void testTransformEmptyJson() { + ObjectNode json = objectMapper.createObjectNode(); + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertTrue(result.get(0).isEmpty()); + } + + @Test + void testTransformSimpleParagraph() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + ObjectNode textNode = texts.addObject(); + textNode.put("label", "text"); + textNode.put("text", "Hello World"); + addProvenance(textNode, 1, 100, 700, 200, 750); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticParagraph); + + SemanticParagraph paragraph = (SemanticParagraph) result.get(0).get(0); + Assertions.assertEquals("Hello World", paragraph.getValue()); + } + + @Test + void testTransformSectionHeader() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + ObjectNode headerNode = texts.addObject(); + headerNode.put("label", "section_header"); + headerNode.put("text", "Introduction"); + addProvenance(headerNode, 1, 100, 750, 300, 780); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticHeading); + + SemanticHeading heading = (SemanticHeading) result.get(0).get(0); + Assertions.assertEquals("Introduction", heading.getValue()); + } + + @Test + void testFilterPageHeaderFooter() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + // Add page header - should be filtered + ObjectNode headerNode = texts.addObject(); + headerNode.put("label", "page_header"); + headerNode.put("text", "Chapter 1"); + addProvenance(headerNode, 1, 100, 800, 200, 820); + + // Add page footer - should be filtered + ObjectNode footerNode = texts.addObject(); + footerNode.put("label", "page_footer"); + footerNode.put("text", "Page 1"); + addProvenance(footerNode, 1, 100, 20, 150, 40); + + // Add regular text - should be kept + ObjectNode textNode = texts.addObject(); + textNode.put("label", "text"); + textNode.put("text", "Content"); + addProvenance(textNode, 1, 100, 400, 200, 450); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticParagraph); + } + + @Test + void testTransformCaption() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + ObjectNode captionNode = texts.addObject(); + captionNode.put("label", "caption"); + captionNode.put("text", "Figure 1: Sample image"); + addProvenance(captionNode, 1, 100, 300, 300, 320); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticParagraph); + } + + @Test + void testTransformFootnote() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + ObjectNode footnoteNode = texts.addObject(); + footnoteNode.put("label", "footnote"); + footnoteNode.put("text", "1. Reference source"); + addProvenance(footnoteNode, 1, 100, 50, 300, 70); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticParagraph); + } + + @Test + void testTransformSimpleTable() { + ObjectNode json = createDoclingDocument(); + ArrayNode tables = json.putArray("tables"); + + ObjectNode tableNode = tables.addObject(); + tableNode.put("label", "table"); + addProvenance(tableNode, 1, 50, 200, 350, 400); + + // Add data with grid + ObjectNode data = tableNode.putObject("data"); + ArrayNode grid = data.putArray("grid"); + + // 2x2 table + ArrayNode row1 = grid.addArray(); + row1.addObject().put("text", "A1"); + row1.addObject().put("text", "B1"); + + ArrayNode row2 = grid.addArray(); + row2.addObject().put("text", "A2"); + row2.addObject().put("text", "B2"); + + // Add table cells + ArrayNode tableCells = data.putArray("table_cells"); + addTableCell(tableCells, 0, 0, 1, 1, "A1"); + addTableCell(tableCells, 0, 1, 1, 1, "B1"); + addTableCell(tableCells, 1, 0, 1, 1, "A2"); + addTableCell(tableCells, 1, 1, 1, 1, "B2"); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof TableBorder); + + TableBorder table = (TableBorder) result.get(0).get(0); + Assertions.assertEquals(2, table.getNumberOfRows()); + Assertions.assertEquals(2, table.getNumberOfColumns()); + } + + @Test + void testTransformTableWithSpans() { + ObjectNode json = createDoclingDocument(); + ArrayNode tables = json.putArray("tables"); + + ObjectNode tableNode = tables.addObject(); + tableNode.put("label", "table"); + addProvenance(tableNode, 1, 50, 200, 350, 400); + + ObjectNode data = tableNode.putObject("data"); + ArrayNode grid = data.putArray("grid"); + + // 2x3 table + ArrayNode row1 = grid.addArray(); + row1.addObject(); + row1.addObject(); + row1.addObject(); + + ArrayNode row2 = grid.addArray(); + row2.addObject(); + row2.addObject(); + row2.addObject(); + + ArrayNode tableCells = data.putArray("table_cells"); + // First cell spans 2 columns + addTableCell(tableCells, 0, 0, 1, 2, "Header"); + addTableCell(tableCells, 0, 2, 1, 1, "C1"); + addTableCell(tableCells, 1, 0, 1, 1, "A2"); + addTableCell(tableCells, 1, 1, 1, 1, "B2"); + addTableCell(tableCells, 1, 2, 1, 1, "C2"); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof TableBorder); + + TableBorder table = (TableBorder) result.get(0).get(0); + Assertions.assertEquals(2, table.getNumberOfRows()); + Assertions.assertEquals(3, table.getNumberOfColumns()); + + // Check first cell has colspan 2 + Assertions.assertEquals(2, table.getRow(0).getCell(0).getColSpan()); + } + + @Test + void testTransformMultiplePages() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + // Text on page 1 + ObjectNode text1 = texts.addObject(); + text1.put("label", "text"); + text1.put("text", "Page 1 content"); + addProvenance(text1, 1, 100, 700, 200, 750); + + // Text on page 2 + ObjectNode text2 = texts.addObject(); + text2.put("label", "text"); + text2.put("text", "Page 2 content"); + addProvenance(text2, 2, 100, 700, 200, 750); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + pageHeights.put(2, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(2, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertEquals(1, result.get(1).size()); + + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticParagraph); + Assertions.assertTrue(result.get(1).get(0) instanceof SemanticParagraph); + + SemanticParagraph p1 = (SemanticParagraph) result.get(0).get(0); + SemanticParagraph p2 = (SemanticParagraph) result.get(1).get(0); + + Assertions.assertEquals("Page 1 content", p1.getValue()); + Assertions.assertEquals("Page 2 content", p2.getValue()); + } + + @Test + void testCoordinateTransformBottomLeft() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + ObjectNode textNode = texts.addObject(); + textNode.put("label", "text"); + textNode.put("text", "Test"); + + // Add provenance with BOTTOMLEFT coordinates + ArrayNode prov = textNode.putArray("prov"); + ObjectNode provItem = prov.addObject(); + provItem.put("page_no", 1); + ObjectNode bbox = provItem.putObject("bbox"); + bbox.put("l", 100.0); + bbox.put("t", 750.0); // top + bbox.put("r", 200.0); + bbox.put("b", 700.0); // bottom + bbox.put("coord_origin", "BOTTOMLEFT"); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + + IObject obj = result.get(0).get(0); + Assertions.assertEquals(100.0, obj.getLeftX(), 0.01); + Assertions.assertEquals(700.0, obj.getBottomY(), 0.01); + Assertions.assertEquals(200.0, obj.getRightX(), 0.01); + Assertions.assertEquals(750.0, obj.getTopY(), 0.01); + } + + @Test + void testCoordinateTransformTopLeft() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + ObjectNode textNode = texts.addObject(); + textNode.put("label", "text"); + textNode.put("text", "Test"); + + // Add provenance with TOPLEFT coordinates + ArrayNode prov = textNode.putArray("prov"); + ObjectNode provItem = prov.addObject(); + provItem.put("page_no", 1); + ObjectNode bbox = provItem.putObject("bbox"); + bbox.put("l", 100.0); + bbox.put("t", 92.0); // distance from top (92 px from top = 750 from bottom for page height 842) + bbox.put("r", 200.0); + bbox.put("b", 142.0); // distance from top (142 px from top = 700 from bottom) + bbox.put("coord_origin", "TOPLEFT"); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + + IObject obj = result.get(0).get(0); + Assertions.assertEquals(100.0, obj.getLeftX(), 0.01); + Assertions.assertEquals(700.0, obj.getBottomY(), 0.01); + Assertions.assertEquals(200.0, obj.getRightX(), 0.01); + Assertions.assertEquals(750.0, obj.getTopY(), 0.01); + } + + @Test + void testReadingOrderSort() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + // Add texts in reverse order + ObjectNode text3 = texts.addObject(); + text3.put("label", "text"); + text3.put("text", "Third"); + addProvenance(text3, 1, 100, 100, 200, 150); + + ObjectNode text1 = texts.addObject(); + text1.put("label", "text"); + text1.put("text", "First"); + addProvenance(text1, 1, 100, 700, 200, 750); + + ObjectNode text2 = texts.addObject(); + text2.put("label", "text"); + text2.put("text", "Second"); + addProvenance(text2, 1, 100, 400, 200, 450); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(3, result.get(0).size()); + + // Should be sorted top to bottom + SemanticParagraph p1 = (SemanticParagraph) result.get(0).get(0); + SemanticParagraph p2 = (SemanticParagraph) result.get(0).get(1); + SemanticParagraph p3 = (SemanticParagraph) result.get(0).get(2); + + Assertions.assertEquals("First", p1.getValue()); + Assertions.assertEquals("Second", p2.getValue()); + Assertions.assertEquals("Third", p3.getValue()); + } + + @Test + void testMixedContent() { + ObjectNode json = createDoclingDocument(); + + // Add texts + ArrayNode texts = json.putArray("texts"); + ObjectNode heading = texts.addObject(); + heading.put("label", "section_header"); + heading.put("text", "Title"); + addProvenance(heading, 1, 100, 750, 300, 780); + + ObjectNode para = texts.addObject(); + para.put("label", "text"); + para.put("text", "Body text"); + addProvenance(para, 1, 100, 600, 300, 650); + + // Add table + ArrayNode tables = json.putArray("tables"); + ObjectNode tableNode = tables.addObject(); + tableNode.put("label", "table"); + addProvenance(tableNode, 1, 100, 300, 300, 500); + + ObjectNode data = tableNode.putObject("data"); + ArrayNode grid = data.putArray("grid"); + ArrayNode row1 = grid.addArray(); + row1.addObject().put("text", "Cell"); + + ArrayNode tableCells = data.putArray("table_cells"); + addTableCell(tableCells, 0, 0, 1, 1, "Cell"); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(3, result.get(0).size()); + + // Sorted by reading order: heading (top), paragraph, table (bottom) + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticHeading); + Assertions.assertTrue(result.get(0).get(1) instanceof SemanticParagraph); + Assertions.assertTrue(result.get(0).get(2) instanceof TableBorder); + } + + @Test + void testTransformPage() { + ObjectNode pageContent = objectMapper.createObjectNode(); + ArrayNode texts = pageContent.putArray("texts"); + + ObjectNode textNode = texts.addObject(); + textNode.put("label", "text"); + textNode.put("text", "Single page content"); + addProvenance(textNode, 1, 100, 700, 200, 750); + + List result = transformer.transformPage(1, pageContent, 842.0); + + Assertions.assertEquals(1, result.size()); + Assertions.assertTrue(result.get(0) instanceof SemanticParagraph); + } + + @Test + void testTextMissingProv() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + // Text without provenance - should be skipped + ObjectNode textNode = texts.addObject(); + textNode.put("label", "text"); + textNode.put("text", "No position"); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertTrue(result.get(0).isEmpty()); + } + + @Test + void testTableMissingData() { + ObjectNode json = createDoclingDocument(); + ArrayNode tables = json.putArray("tables"); + + // Table without data - should be skipped + ObjectNode tableNode = tables.addObject(); + tableNode.put("label", "table"); + addProvenance(tableNode, 1, 100, 200, 300, 400); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertTrue(result.get(0).isEmpty()); + } + + @Test + void testTransformFormula() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + ObjectNode formulaNode = texts.addObject(); + formulaNode.put("label", "formula"); + formulaNode.put("text", "\\frac{f(x+h) - f(x)}{h}"); + addProvenance(formulaNode, 1, 226, 144, 377, 168); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticFormula); + + SemanticFormula formula = (SemanticFormula) result.get(0).get(0); + Assertions.assertEquals("\\frac{f(x+h) - f(x)}{h}", formula.getLatex()); + } + + @Test + void testTransformFormulaWithComplexLatex() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + ObjectNode formulaNode = texts.addObject(); + formulaNode.put("label", "formula"); + formulaNode.put("text", "\\lim_{h \\to 0} \\frac{f(x+h) - f(x)}{h} = f'(x)"); + addProvenance(formulaNode, 1, 237, 84, 365, 114); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticFormula); + + SemanticFormula formula = (SemanticFormula) result.get(0).get(0); + Assertions.assertEquals("\\lim_{h \\to 0} \\frac{f(x+h) - f(x)}{h} = f'(x)", formula.getLatex()); + } + + @Test + void testMixedContentWithFormula() { + ObjectNode json = createDoclingDocument(); + ArrayNode texts = json.putArray("texts"); + + // Add paragraph before formula + ObjectNode para = texts.addObject(); + para.put("label", "text"); + para.put("text", "The forward difference is defined as"); + addProvenance(para, 1, 90, 180, 468, 190); + + // Add formula + ObjectNode formulaNode = texts.addObject(); + formulaNode.put("label", "formula"); + formulaNode.put("text", "Q_f(h) = \\frac{f(x+h) - f(x)}{h}"); + addProvenance(formulaNode, 1, 226, 144, 377, 168); + + // Add paragraph after formula + ObjectNode paraAfter = texts.addObject(); + paraAfter.put("label", "text"); + paraAfter.put("text", "in which h is called the step size"); + addProvenance(paraAfter, 1, 90, 125, 291, 135); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(3, result.get(0).size()); + + // Sorted by reading order: paragraph (top), formula, paragraph (bottom) + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticParagraph); + Assertions.assertTrue(result.get(0).get(1) instanceof SemanticFormula); + Assertions.assertTrue(result.get(0).get(2) instanceof SemanticParagraph); + + SemanticFormula formula = (SemanticFormula) result.get(0).get(1); + Assertions.assertEquals("Q_f(h) = \\frac{f(x+h) - f(x)}{h}", formula.getLatex()); + } + + @Test + void testTransformPictureWithDescription() { + ObjectNode json = createDoclingDocument(); + ArrayNode pictures = json.putArray("pictures"); + + ObjectNode pictureNode = pictures.addObject(); + addProvenance(pictureNode, 1, 100, 300, 400, 500); + + // Add annotations with description + ArrayNode annotations = pictureNode.putArray("annotations"); + ObjectNode descAnnotation = annotations.addObject(); + descAnnotation.put("kind", "description"); + descAnnotation.put("text", "A bar chart showing quarterly sales data from Q1 to Q4"); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticPicture); + + SemanticPicture picture = (SemanticPicture) result.get(0).get(0); + Assertions.assertTrue(picture.hasDescription()); + Assertions.assertEquals("A bar chart showing quarterly sales data from Q1 to Q4", picture.getDescription()); + Assertions.assertEquals(1, picture.getPictureIndex()); + } + + @Test + void testTransformPictureWithoutDescription() { + ObjectNode json = createDoclingDocument(); + ArrayNode pictures = json.putArray("pictures"); + + ObjectNode pictureNode = pictures.addObject(); + addProvenance(pictureNode, 1, 100, 300, 400, 500); + // No annotations + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticPicture); + + SemanticPicture picture = (SemanticPicture) result.get(0).get(0); + Assertions.assertFalse(picture.hasDescription()); + Assertions.assertEquals("", picture.getDescription()); + } + + @Test + void testTransformMultiplePicturesWithDescriptions() { + ObjectNode json = createDoclingDocument(); + ArrayNode pictures = json.putArray("pictures"); + + // First picture with description + ObjectNode picture1 = pictures.addObject(); + addProvenance(picture1, 1, 100, 600, 300, 700); + ArrayNode annotations1 = picture1.putArray("annotations"); + ObjectNode desc1 = annotations1.addObject(); + desc1.put("kind", "description"); + desc1.put("text", "A flow chart showing the process flow"); + + // Second picture without description + ObjectNode picture2 = pictures.addObject(); + addProvenance(picture2, 1, 100, 300, 300, 400); + + // Third picture with description + ObjectNode picture3 = pictures.addObject(); + addProvenance(picture3, 1, 100, 100, 300, 200); + ArrayNode annotations3 = picture3.putArray("annotations"); + ObjectNode desc3 = annotations3.addObject(); + desc3.put("kind", "description"); + desc3.put("text", "A pie chart showing market share distribution"); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(3, result.get(0).size()); + + // Pictures should be sorted by reading order (top to bottom) + SemanticPicture pic1 = (SemanticPicture) result.get(0).get(0); + SemanticPicture pic2 = (SemanticPicture) result.get(0).get(1); + SemanticPicture pic3 = (SemanticPicture) result.get(0).get(2); + + Assertions.assertTrue(pic1.hasDescription()); + Assertions.assertFalse(pic2.hasDescription()); + Assertions.assertTrue(pic3.hasDescription()); + } + + // Helper methods + + private ObjectNode createDoclingDocument() { + ObjectNode json = objectMapper.createObjectNode(); + json.put("schema_name", "DoclingDocument"); + json.put("version", "1.0.0"); + return json; + } + + private void addProvenance(ObjectNode node, int pageNo, double l, double b, double r, double t) { + ArrayNode prov = node.putArray("prov"); + ObjectNode provItem = prov.addObject(); + provItem.put("page_no", pageNo); + ObjectNode bbox = provItem.putObject("bbox"); + bbox.put("l", l); + bbox.put("t", t); + bbox.put("r", r); + bbox.put("b", b); + bbox.put("coord_origin", "BOTTOMLEFT"); + } + + private void addTableCell(ArrayNode tableCells, int row, int col, int rowSpan, int colSpan, String text) { + ObjectNode cell = tableCells.addObject(); + cell.put("start_row_offset_idx", row); + cell.put("end_row_offset_idx", row + rowSpan); + cell.put("start_col_offset_idx", col); + cell.put("end_col_offset_idx", col + colSpan); + cell.put("row_span", rowSpan); + cell.put("col_span", colSpan); + cell.put("text", text); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/ElementMetadataTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/ElementMetadataTest.java new file mode 100644 index 0000000..538abd5 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/ElementMetadataTest.java @@ -0,0 +1,144 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import org.junit.jupiter.api.Test; + +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertFalse; +import static org.junit.jupiter.api.Assertions.assertTrue; + +/** + * Unit tests for ElementMetadata JSON serialization. + */ +public class ElementMetadataTest { + + private final ObjectMapper mapper = new ObjectMapper(); + + @Test + void defaultValuesProduceEmptyJson() throws Exception { + ElementMetadata meta = new ElementMetadata(); + String json = mapper.writeValueAsString(meta); + assertEquals("{}", json); + } + + @Test + void onlyNonDefaultFieldsAppearInJson() throws Exception { + ElementMetadata meta = new ElementMetadata() + .setAiScore(0.85) + .setSourceLabel(3) + .setHeadingInferenceMethod("bbox-height") + .setBboxHeightPx(24.5); + + String json = mapper.writeValueAsString(meta); + JsonNode node = mapper.readTree(json); + + assertEquals(0.85, node.get("aiScore").asDouble(), 0.001); + assertEquals(3, node.get("sourceLabel").asInt()); + assertEquals("bbox-height", node.get("headingInferenceMethod").asText()); + assertEquals(24.5, node.get("bboxHeightPx").asDouble(), 0.001); + + // Default fields must be absent + assertFalse(node.has("matchedWordCount")); + assertFalse(node.has("tsr")); + assertFalse(node.has("caption")); + assertFalse(node.has("regionlistResolution")); + assertFalse(node.has("wordMatchMethod")); + } + + @Test + void tsrMetadataSerializesCorrectly() throws Exception { + ElementMetadata.TsrMetadata tsr = new ElementMetadata.TsrMetadata() + .setNumCells(12) + .setHtml("
    A
    ") + .setRunTimeMs(150); + + ElementMetadata meta = new ElementMetadata() + .setSourceLabel(5) + .setTsr(tsr); + + String json = mapper.writeValueAsString(meta); + JsonNode node = mapper.readTree(json); + + assertTrue(node.has("tsr")); + assertEquals(12, node.get("tsr").get("numCells").asInt()); + assertEquals(150, node.get("tsr").get("runTimeMs").asLong()); + } + + @Test + void captionMetadataSerializesCorrectly() throws Exception { + ElementMetadata.CaptionMetadata caption = new ElementMetadata.CaptionMetadata() + .setText("Figure 1: Overview") + .setLanguage("en"); + + ElementMetadata meta = new ElementMetadata() + .setCaption(caption); + + String json = mapper.writeValueAsString(meta); + JsonNode node = mapper.readTree(json); + + assertTrue(node.has("caption")); + assertEquals("Figure 1: Overview", node.get("caption").get("text").asText()); + assertEquals("en", node.get("caption").get("language").asText()); + // runTimeMs is default (0), should be absent + assertFalse(node.get("caption").has("runTimeMs")); + } + + @Test + void regionlistResolutionSerializesCorrectly() throws Exception { + ElementMetadata.RegionlistResolution resolution = new ElementMetadata.RegionlistResolution() + .setStrategy("table-first") + .setTsrAttempted(true) + .setTsrResult("success"); + + ElementMetadata meta = new ElementMetadata() + .setRegionlistResolution(resolution); + + String json = mapper.writeValueAsString(meta); + JsonNode node = mapper.readTree(json); + + assertTrue(node.has("regionlistResolution")); + assertEquals("table-first", node.get("regionlistResolution").get("strategy").asText()); + assertTrue(node.get("regionlistResolution").get("tsrAttempted").asBoolean()); + assertEquals("success", node.get("regionlistResolution").get("tsrResult").asText()); + } + + @Test + void fluentSettersReturnSameInstance() { + ElementMetadata meta = new ElementMetadata(); + ElementMetadata returned = meta.setAiScore(0.5).setSourceLabel(2); + assertTrue(meta == returned); + } + + @Test + void roundTripDeserialization() throws Exception { + ElementMetadata original = new ElementMetadata() + .setAiScore(0.92) + .setSourceLabel(7) + .setWordMatchMethod("bbox-intersection") + .setMatchedWordCount(5); + + String json = mapper.writeValueAsString(original); + ElementMetadata deserialized = mapper.readValue(json, ElementMetadata.class); + + assertEquals(original.getAiScore(), deserialized.getAiScore(), 0.001); + assertEquals(original.getSourceLabel(), deserialized.getSourceLabel()); + assertEquals(original.getWordMatchMethod(), deserialized.getWordMatchMethod()); + assertEquals(original.getMatchedWordCount(), deserialized.getMatchedWordCount()); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomAIClientRequestIdTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomAIClientRequestIdTest.java new file mode 100644 index 0000000..c7c50be --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomAIClientRequestIdTest.java @@ -0,0 +1,86 @@ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.ObjectMapper; +import okhttp3.OkHttpClient; +import mockwebserver3.MockResponse; +import mockwebserver3.MockWebServer; +import mockwebserver3.RecordedRequest; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; + +import java.io.ByteArrayOutputStream; +import java.security.MessageDigest; + +import static org.junit.jupiter.api.Assertions.assertTrue; + +class HancomAIClientRequestIdTest { + + private MockWebServer server; + private HancomAIClient client; + + @BeforeEach + void setUp() throws Exception { + server = new MockWebServer(); + server.start(); + client = new HancomAIClient( + server.url("").toString().replaceAll("/$", ""), + new OkHttpClient(), + new ObjectMapper() + ); + } + + @AfterEach + void tearDown() throws Exception { + server.close(); + } + + @Test + void callModule_request_id_includes_sha_short() throws Exception { + byte[] pdfBytes = "PDF_CONTENT_FOR_TEST".getBytes(); + String shaShort = sha256Hex(pdfBytes).substring(0, 12); + + server.enqueue(new MockResponse.Builder() + .code(200) + .body("{\"SUCCESS\":true,\"RESULT\":[]}") + .build()); + + // invokeCallModule is a package-private test hook added by the patch. + client.invokeCallModule(pdfBytes, "DOCUMENT_LAYOUT_WITH_OCR"); + + RecordedRequest req = server.takeRequest(); + String body = req.getBody().utf8(); + assertTrue(body.contains("odl-" + shaShort + "-dla-ocr"), + "REQUEST_ID should include sha_short and module short name; body=" + body); + } + + @Test + void callImageCaptioning_request_id_includes_page_obj() throws Exception { + byte[] pdfBytes = "PDF_CONTENT_FOR_TEST".getBytes(); + String shaShort = sha256Hex(pdfBytes).substring(0, 12); + client.setSourcePdfShaShort(shaShort); // test hook + + server.enqueue(new MockResponse.Builder() + .code(200) + .body("{\"SUCCESS\":true,\"RESULT\":[[{\"caption\":\"x\"}]]}") + .build()); + + client.invokeCallImageCaptioning(new byte[]{1, 2, 3}, /*pageNum*/ 2, /*objectId*/ 7); + + RecordedRequest req = server.takeRequest(); + String body = req.getBody().utf8(); + assertTrue(body.contains("odl-" + shaShort + "-p2-o7-caption"), + "image REQUEST_ID format mismatch; body=" + body); + } + + private static String bytesToHex(byte[] bytes) { + StringBuilder sb = new StringBuilder(bytes.length * 2); + for (byte b : bytes) sb.append(String.format("%02x", b)); + return sb.toString(); + } + + private static String sha256Hex(byte[] b) throws Exception { + MessageDigest md = MessageDigest.getInstance("SHA-256"); + return bytesToHex(md.digest(b)); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomAISchemaTransformerTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomAISchemaTransformerTest.java new file mode 100644 index 0000000..c4aa59a --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomAISchemaTransformerTest.java @@ -0,0 +1,1575 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.node.ArrayNode; +import com.fasterxml.jackson.databind.node.ObjectNode; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.SemanticFootnote; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticCaption; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; + +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +import static org.assertj.core.api.Assertions.assertThat; + +/** + * Unit tests for HancomAISchemaTransformer heading level inference. + * + *

    Tests that label 1 (ParaTitle) and label 4 (RegionTitle) headings + * are assigned H2~H6 based on bbox height (font-size proxy), while + * label 0 (DocTitle) always maps to H1. + */ +public class HancomAISchemaTransformerTest { + + private HancomAISchemaTransformer transformer; + private ObjectMapper objectMapper; + + @BeforeEach + void setUp() { + transformer = new HancomAISchemaTransformer(); + objectMapper = new ObjectMapper(); + StaticLayoutContainers.setCurrentContentId(1L); + } + + // --- Label 0 (DocTitle) always H1 --- + + @Test + void titleLabel0_alwaysH1() { + ObjectNode json = createHancomAIJson( + createObject(0, "Document Title", 100, 50, 500, 100) + ); + + List> result = transform(json); + + assertThat(result).hasSize(1); + assertThat(result.get(0)).hasSize(1); + SemanticHeading heading = (SemanticHeading) result.get(0).get(0); + assertThat(heading.getHeadingLevel()).isEqualTo(1); + assertThat(heading.getValue()).isEqualTo("Document Title"); + } + + // --- Single heading size defaults to H2 --- + + @Test + void singleHeadingSize_label1_defaultsToH2() { + ObjectNode json = createHancomAIJson( + createObject(1, "Only Heading", 100, 200, 500, 250) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + SemanticHeading heading = (SemanticHeading) result.get(0).get(0); + assertThat(heading.getHeadingLevel()).isEqualTo(2); + } + + @Test + void singleHeadingSize_label4_defaultsToH2() { + ObjectNode json = createHancomAIJson( + createObject(4, "Only Subheading", 100, 200, 500, 240) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + SemanticHeading heading = (SemanticHeading) result.get(0).get(0); + assertThat(heading.getHeadingLevel()).isEqualTo(2); + } + + // --- Two different heading sizes → H2 and H3 --- + + @Test + void twoDifferentHeightHeadings_tallIsH2_shortIsH3() { + // Taller bbox (height 60px) = bigger font = H2 + // Shorter bbox (height 30px) = smaller font = H3 + ObjectNode json = createHancomAIJson( + createObject(1, "Big Section", 100, 100, 500, 160), // height=60 + createObject(1, "Small Section", 100, 300, 500, 330) // height=30 + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(2); + + // Results are sorted by reading order (top to bottom), so Big Section first + SemanticHeading big = (SemanticHeading) result.get(0).get(0); + SemanticHeading small = (SemanticHeading) result.get(0).get(1); + + assertThat(big.getValue()).isEqualTo("Big Section"); + assertThat(big.getHeadingLevel()).isEqualTo(2); + + assertThat(small.getValue()).isEqualTo("Small Section"); + assertThat(small.getHeadingLevel()).isEqualTo(3); + } + + // --- Same height → same level --- + + @Test + void sameHeight_sameLevelHeading() { + ObjectNode json = createHancomAIJson( + createObject(1, "Section A", 100, 100, 500, 150), // height=50 + createObject(1, "Section B", 100, 300, 500, 350) // height=50 + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(2); + SemanticHeading a = (SemanticHeading) result.get(0).get(0); + SemanticHeading b = (SemanticHeading) result.get(0).get(1); + + assertThat(a.getHeadingLevel()).isEqualTo(b.getHeadingLevel()); + assertThat(a.getHeadingLevel()).isEqualTo(2); + } + + // --- Mixed label 1 and label 4 share the same height pool --- + + @Test + void mixedLabel1And4_shareHeightPool() { + ObjectNode json = createHancomAIJson( + createObject(1, "Para Title", 100, 100, 500, 160), // height=60 → H2 + createObject(4, "Region Title", 100, 300, 500, 330) // height=30 → H3 + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(2); + SemanticHeading paraTitle = (SemanticHeading) result.get(0).get(0); + SemanticHeading regionTitle = (SemanticHeading) result.get(0).get(1); + + assertThat(paraTitle.getHeadingLevel()).isEqualTo(2); + assertThat(regionTitle.getHeadingLevel()).isEqualTo(3); + } + + // --- Three different heights → H2, H3, H4 --- + + @Test + void threeDifferentHeights_H2H3H4() { + ObjectNode json = createHancomAIJson( + createObject(1, "Large", 100, 100, 500, 200), // height=100 → H2 + createObject(1, "Medium", 100, 300, 500, 360), // height=60 → H3 + createObject(4, "Small", 100, 500, 500, 530) // height=30 → H4 + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(3); + SemanticHeading large = (SemanticHeading) result.get(0).get(0); + SemanticHeading medium = (SemanticHeading) result.get(0).get(1); + SemanticHeading small = (SemanticHeading) result.get(0).get(2); + + assertThat(large.getHeadingLevel()).isEqualTo(2); + assertThat(medium.getHeadingLevel()).isEqualTo(3); + assertThat(small.getHeadingLevel()).isEqualTo(4); + } + + // --- Cap at H6 --- + + @Test + void moreThanFiveSizes_cappedAtH6() { + // 6 different sizes → H2, H3, H4, H5, H6, H6 (capped) + ObjectNode json = createHancomAIJson( + createObject(1, "Size1", 100, 50, 500, 110), // height=60 + createObject(1, "Size2", 100, 150, 500, 200), // height=50 + createObject(1, "Size3", 100, 250, 500, 290), // height=40 + createObject(1, "Size4", 100, 350, 500, 380), // height=30 + createObject(1, "Size5", 100, 450, 500, 470), // height=20 + createObject(1, "Size6", 100, 550, 500, 560) // height=10 + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(6); + + // Sorted by reading order (top to bottom, which matches our order) + assertThat(((SemanticHeading) result.get(0).get(0)).getHeadingLevel()).isEqualTo(2); + assertThat(((SemanticHeading) result.get(0).get(1)).getHeadingLevel()).isEqualTo(3); + assertThat(((SemanticHeading) result.get(0).get(2)).getHeadingLevel()).isEqualTo(4); + assertThat(((SemanticHeading) result.get(0).get(3)).getHeadingLevel()).isEqualTo(5); + assertThat(((SemanticHeading) result.get(0).get(4)).getHeadingLevel()).isEqualTo(6); + assertThat(((SemanticHeading) result.get(0).get(5)).getHeadingLevel()).isEqualTo(6); + } + + // --- Document-wide inference (across pages) --- + + @Test + void headingLevels_consistentAcrossPages() { + // Page 0: large heading (height=60) + // Page 1: small heading (height=30) + // Both should share same height pool → H2 and H3 + ObjectNode json = createHancomAIJsonMultiPage( + new ObjectNode[][]{ + {createObject(1, "Page1 Heading", 100, 100, 500, 160)}, // height=60 + {createObject(1, "Page2 Heading", 100, 100, 500, 130)} // height=30 + } + ); + + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + pageHeights.put(2, 842.0); + + HybridResponse response = new HybridResponse("", json, null); + List> result = transformer.transform(response, pageHeights); + + assertThat(result).hasSize(2); + SemanticHeading page1Heading = (SemanticHeading) result.get(0).get(0); + SemanticHeading page2Heading = (SemanticHeading) result.get(1).get(0); + + assertThat(page1Heading.getHeadingLevel()).isEqualTo(2); + assertThat(page2Heading.getHeadingLevel()).isEqualTo(3); + } + + @Test + void headingLevels_sameHeightDifferentPages_sameLevel() { + // Same height on different pages → same level + ObjectNode json = createHancomAIJsonMultiPage( + new ObjectNode[][]{ + {createObject(1, "Page1 Heading", 100, 100, 500, 150)}, // height=50 + {createObject(4, "Page2 Heading", 100, 100, 500, 150)} // height=50 + } + ); + + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + pageHeights.put(2, 842.0); + + HybridResponse response = new HybridResponse("", json, null); + List> result = transformer.transform(response, pageHeights); + + assertThat(result).hasSize(2); + SemanticHeading h1 = (SemanticHeading) result.get(0).get(0); + SemanticHeading h2 = (SemanticHeading) result.get(1).get(0); + + assertThat(h1.getHeadingLevel()).isEqualTo(h2.getHeadingLevel()); + assertThat(h1.getHeadingLevel()).isEqualTo(2); + } + + // --- Title (label 0) is not affected by inference --- + + @Test + void titleH1_notAffectedByOtherHeadingSizes() { + // Title + heading: title stays H1 regardless + ObjectNode json = createHancomAIJson( + createObject(0, "Doc Title", 100, 50, 500, 120), // label 0 → always H1 + createObject(1, "Chapter", 100, 200, 500, 260), // height=60 → H2 + createObject(1, "Subsection", 100, 400, 500, 430) // height=30 → H3 + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(3); + SemanticHeading title = (SemanticHeading) result.get(0).get(0); + SemanticHeading chapter = (SemanticHeading) result.get(0).get(1); + SemanticHeading subsection = (SemanticHeading) result.get(0).get(2); + + assertThat(title.getHeadingLevel()).isEqualTo(1); + assertThat(chapter.getHeadingLevel()).isEqualTo(2); + assertThat(subsection.getHeadingLevel()).isEqualTo(3); + } + + // --- No heading level skipping --- + + @Test + void noHeadingLevelSkipping() { + // Even with very different heights, levels are sequential: H2, H3, H4 + ObjectNode json = createHancomAIJson( + createObject(1, "Huge", 100, 100, 500, 300), // height=200 + createObject(1, "Tiny", 100, 400, 500, 410), // height=10 + createObject(1, "Medium", 100, 500, 500, 550) // height=50 + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(3); + + // Sorted by reading order: Huge(top=100), Tiny(top=400), Medium(top=500) + SemanticHeading huge = (SemanticHeading) result.get(0).get(0); + SemanticHeading tiny = (SemanticHeading) result.get(0).get(1); + SemanticHeading medium = (SemanticHeading) result.get(0).get(2); + + assertThat(huge.getHeadingLevel()).isEqualTo(2); // tallest → H2 + assertThat(medium.getHeadingLevel()).isEqualTo(3); // middle → H3 + assertThat(tiny.getHeadingLevel()).isEqualTo(4); // shortest → H4 + + // No skipping: levels are 2, 3, 4 (no gap) + } + + // --- List grouping (label 3) --- + + @Test + void consecutiveLabel3_groupedIntoSinglePDFList() { + ObjectNode json = createHancomAIJson( + createObject(3, "First item", 100, 100, 500, 130), + createObject(3, "Second item", 100, 150, 500, 180), + createObject(3, "Third item", 100, 200, 500, 230) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + assertThat(result.get(0).get(0)).isInstanceOf(PDFList.class); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getListItems()).hasSize(3); + assertThat(list.getListItems().get(0).getFirstLine().getValue()).isEqualTo("First item"); + assertThat(list.getListItems().get(1).getFirstLine().getValue()).isEqualTo("Second item"); + assertThat(list.getListItems().get(2).getFirstLine().getValue()).isEqualTo("Third item"); + } + + @Test + void nonLabel3_breaksListIntoSeparateInstances() { + ObjectNode json = createHancomAIJson( + createObject(3, "Item A", 100, 100, 500, 130), + createObject(3, "Item B", 100, 150, 500, 180), + createObject(2, "A paragraph", 100, 200, 500, 230), // label 2 breaks the run + createObject(3, "Item C", 100, 250, 500, 280), + createObject(3, "Item D", 100, 300, 500, 330) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(3); // PDFList, paragraph, PDFList + assertThat(result.get(0).get(0)).isInstanceOf(PDFList.class); + assertThat(result.get(0).get(1)).isInstanceOf(SemanticParagraph.class); + assertThat(result.get(0).get(2)).isInstanceOf(PDFList.class); + + PDFList list1 = (PDFList) result.get(0).get(0); + PDFList list2 = (PDFList) result.get(0).get(2); + assertThat(list1.getListItems()).hasSize(2); + assertThat(list2.getListItems()).hasSize(2); + } + + @Test + void singleLabel3_stillWrappedInPDFList() { + ObjectNode json = createHancomAIJson( + createObject(3, "Solo item", 100, 100, 500, 130) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + assertThat(result.get(0).get(0)).isInstanceOf(PDFList.class); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getListItems()).hasSize(1); + } + + @Test + void bulletPrefix_setsLabelLength() { + ObjectNode json = createHancomAIJson( + createObject(3, "\u2022 Bullet item", 100, 100, 500, 130), // bullet char + space = 2 + createObject(3, "1. Numbered item", 100, 150, 500, 180), // "1. " = 3 + createObject(3, "a) Letter item", 100, 200, 500, 230) // "a) " = 3 + ); + + List> result = transform(json); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getListItems()).hasSize(3); + assertThat(list.getListItems().get(0).getLabelLength()).isEqualTo(2); + assertThat(list.getListItems().get(1).getLabelLength()).isEqualTo(3); + assertThat(list.getListItems().get(2).getLabelLength()).isEqualTo(3); + } + + @Test + void noBulletPrefix_labelLengthZero() { + ObjectNode json = createHancomAIJson( + createObject(3, "Plain text item", 100, 100, 500, 130) + ); + + List> result = transform(json); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getListItems().get(0).getLabelLength()).isEqualTo(0); + } + + @Test + void dashBulletPrefix_setsLabelLength() { + ObjectNode json = createHancomAIJson( + createObject(3, "- Dash item", 100, 100, 500, 130), + createObject(3, "\u2013 En-dash item", 100, 150, 500, 180), + createObject(3, "\u2014 Em-dash item", 100, 200, 500, 230) + ); + + List> result = transform(json); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getListItems().get(0).getLabelLength()).isEqualTo(2); // "- " + assertThat(list.getListItems().get(1).getLabelLength()).isEqualTo(2); // "\u2013 " + assertThat(list.getListItems().get(2).getLabelLength()).isEqualTo(2); // "\u2014 " + } + + @Test + void pdfList_hasBoundingBoxUnion() { + ObjectNode json = createHancomAIJson( + createObject(3, "Item 1", 100, 100, 500, 130), + createObject(3, "Item 2", 80, 150, 520, 180) + ); + + List> result = transform(json); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getBoundingBox()).isNotNull(); + // Union bbox should encompass both items + // After coordinate conversion: leftX should be min(100, 80)*0.24 = 19.2 + // rightX should be max(500, 520)*0.24 = 124.8 + assertThat(list.getBoundingBox().getLeftX()).isLessThanOrEqualTo( + list.getListItems().get(0).getBoundingBox().getLeftX()); + assertThat(list.getBoundingBox().getRightX()).isGreaterThanOrEqualTo( + list.getListItems().get(1).getBoundingBox().getRightX()); + } + + @Test + void pdfList_hasRecognizedStructureId() { + ObjectNode json = createHancomAIJson( + createObject(3, "Item", 100, 100, 500, 130) + ); + + List> result = transform(json); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getRecognizedStructureId()).isNotNull(); + } + + @Test + void multiDigitNumberBullet_setsLabelLength() { + ObjectNode json = createHancomAIJson( + createObject(3, "12. Twelfth item", 100, 100, 500, 130), + createObject(3, "3) Third item", 100, 150, 500, 180) + ); + + List> result = transform(json); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getListItems().get(0).getLabelLength()).isEqualTo(4); // "12. " + assertThat(list.getListItems().get(1).getLabelLength()).isEqualTo(3); // "3) " + } + + // --- Helper methods --- + + private List> transform(ObjectNode json) { + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + return transformer.transform(response, pageHeights); + } + + /** + * Creates an object node representing a Hancom AI detected object. + * bbox format: [left, top, right, bottom] + */ + private ObjectNode createObject(int label, String text, double left, double top, + double right, double bottom) { + ObjectNode obj = objectMapper.createObjectNode(); + obj.put("label", label); + obj.put("ocrtext", text); + // Hancom AI DLA reports each object's overall detection confidence + // in the "confidence" field (numeric, 0..1). + obj.put("confidence", 0.95); + + ArrayNode bbox = obj.putArray("bbox"); + bbox.add(left); + bbox.add(top); + bbox.add(right); + bbox.add(bottom); + + return obj; + } + + /** + * Creates an object node with a specific AI score value. + */ + private ObjectNode createObjectWithConfidence(int label, String text, double left, double top, + double right, double bottom, double confidence) { + ObjectNode obj = objectMapper.createObjectNode(); + obj.put("label", label); + obj.put("ocrtext", text); + obj.put("confidence", confidence); + + ArrayNode bbox = obj.putArray("bbox"); + bbox.add(left); + bbox.add(top); + bbox.add(right); + bbox.add(bottom); + + return obj; + } + + /** + * Creates Hancom AI JSON with a single page containing given objects. + */ + private ObjectNode createHancomAIJson(ObjectNode... objects) { + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode pages = dlaOcr.addArray(); + + ObjectNode page = pages.addObject(); + page.put("page_number", 0); + page.put("image_height", 3508); + ArrayNode objectsArray = page.putArray("objects"); + for (ObjectNode obj : objects) { + objectsArray.add(obj); + } + + return json; + } + + /** + * Creates Hancom AI JSON with multiple pages. + * Each inner array is the objects for that page. + */ + private ObjectNode createHancomAIJsonMultiPage(ObjectNode[][] pageObjects) { + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode pages = dlaOcr.addArray(); + + for (int i = 0; i < pageObjects.length; i++) { + ObjectNode page = pages.addObject(); + page.put("page_number", i); + page.put("image_height", 3508); + ArrayNode objectsArray = page.putArray("objects"); + for (ObjectNode obj : pageObjects[i]) { + objectsArray.add(obj); + } + } + + return json; + } + + // --- Cell-word bbox intersection matching (Task 4) --- + + /** + * Helper: creates a Hancom AI JSON with DLA+OCR objects AND TABLE_STRUCTURE_RECOGNITION data. + * Uses the new per-table entry format with dla_bbox and tsr sub-object. + * + *

    For backward-compat with existing tests where cell bboxes are in page pixels: + * dla_bbox is set to tableBbox (so overlap checks work correctly), and the cell bboxes + * are adjusted by subtracting the table origin so they become crop-relative. + * The tsr.table_bbox is set to a zero-origin version of tableBbox. + */ + private ObjectNode createHancomAIJsonWithTable(ObjectNode[] dlaObjects, + double[] tableBbox, + ObjectNode[] tsrCells) { + // Make cell bboxes crop-relative by subtracting table origin + double originLeft = tableBbox[0]; + double originTop = tableBbox[1]; + ObjectNode[] adjustedCells = new ObjectNode[tsrCells.length]; + for (int i = 0; i < tsrCells.length; i++) { + adjustedCells[i] = tsrCells[i].deepCopy(); + com.fasterxml.jackson.databind.node.ArrayNode cellBbox = + (com.fasterxml.jackson.databind.node.ArrayNode) adjustedCells[i].get("bbox"); + if (cellBbox != null && cellBbox.size() >= 4) { + double l = cellBbox.get(0).asDouble() - originLeft; + double t = cellBbox.get(1).asDouble() - originTop; + double r = cellBbox.get(2).asDouble() - originLeft; + double b = cellBbox.get(3).asDouble() - originTop; + cellBbox.removeAll(); + cellBbox.add(l); cellBbox.add(t); cellBbox.add(r); cellBbox.add(b); + } + } + // tsr.table_bbox in crop coords (zero-origin) + double[] cropTableBbox = {0, 0, tableBbox[2] - tableBbox[0], tableBbox[3] - tableBbox[1]}; + return createHancomAIJsonWithTableAndOffset(dlaObjects, tableBbox, cropTableBbox, adjustedCells); + } + + /** + * Helper: creates Hancom AI JSON with separate dla_bbox (page coords) and crop-relative cells. + * @param dlaBbox the padded DLA bbox in page pixels [left, top, right, bottom] + * @param tsrTableBbox the table_bbox in crop-image coords + * @param tsrCells cells with crop-relative bboxes + */ + private ObjectNode createHancomAIJsonWithTableAndOffset(ObjectNode[] dlaObjects, + double[] dlaBbox, + double[] tsrTableBbox, + ObjectNode[] tsrCells) { + ObjectNode json = objectMapper.createObjectNode(); + + // DLA+OCR + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode dlaPages = dlaOcr.addArray(); + ObjectNode dlaPage = dlaPages.addObject(); + dlaPage.put("page_number", 0); + dlaPage.put("image_height", 3508); + ArrayNode objectsArray = dlaPage.putArray("objects"); + for (ObjectNode obj : dlaObjects) { + objectsArray.add(obj); + } + + // TABLE_STRUCTURE_RECOGNITION — new per-table entry format + ArrayNode tsr = json.putArray("TABLE_STRUCTURE_RECOGNITION"); + ObjectNode tableEntry = tsr.addObject(); + tableEntry.put("page_number", 0); + tableEntry.put("object_id", 0); + tableEntry.put("label", 9); + + ArrayNode dlaBboxArr = tableEntry.putArray("dla_bbox"); + for (double v : dlaBbox) dlaBboxArr.add(v); + + ObjectNode tsrObj = tableEntry.putObject("tsr"); + tsrObj.put("page_number", 0); + tsrObj.put("num_cells", tsrCells.length); + + ArrayNode tbbox = tsrObj.putArray("table_bbox"); + for (double v : tsrTableBbox) tbbox.add(v); + + ArrayNode cellsArray = tsrObj.putArray("cells"); + for (ObjectNode cell : tsrCells) { + cellsArray.add(cell); + } + + return json; + } + + /** + * Helper: creates a TSR cell node with array-format rowspan/colspan (real API format). + * rowspan/colspan are arrays of row/col indices this cell spans. + */ + private ObjectNode createTsrCell(int row, int col, int rowspan, int colspan, + String text, double left, double top, + double right, double bottom) { + ObjectNode cell = objectMapper.createObjectNode(); + cell.put("cell_id", row * 10 + col); // synthetic cell_id + cell.put("text", text); + + // Array-format rowspan: [startRow, startRow+1, ..., startRow+rowspan-1] + ArrayNode rsArr = cell.putArray("rowspan"); + for (int i = 0; i < rowspan; i++) rsArr.add(row + i); + + // Array-format colspan: [startCol, startCol+1, ..., startCol+colspan-1] + ArrayNode csArr = cell.putArray("colspan"); + for (int i = 0; i < colspan; i++) csArr.add(col + i); + + ArrayNode bbox = cell.putArray("bbox"); + bbox.add(left); + bbox.add(top); + bbox.add(right); + bbox.add(bottom); + return cell; + } + + /** + * Helper: extract text from a TableBorderCell's first content object (SemanticParagraph). + */ + private String getCellText(TableBorder table, int row, int col) { + TableBorderCell cell = table.getCell(row, col); + if (cell == null || cell.getContents() == null || cell.getContents().isEmpty()) { + return ""; + } + IObject content = cell.getContents().get(0); + if (content instanceof SemanticParagraph) { + return ((SemanticParagraph) content).getValue(); + } + return ""; + } + + @Test + void tableCellText_comesFromBboxWordMatching_notTsrTextField() { + // DLA+OCR words positioned inside specific cells + // Table at pixel coords [100, 100, 500, 300] (2 rows x 2 cols) + // Cell (0,0): [100,100,300,200], Cell (0,1): [300,100,500,200] + // Cell (1,0): [100,200,300,300], Cell (1,1): [300,200,500,300] + ObjectNode word1 = createObject(2, "Hello", 120, 120, 280, 180); // inside cell (0,0) + ObjectNode word2 = createObject(2, "World", 320, 120, 480, 180); // inside cell (0,1) + ObjectNode word3 = createObject(2, "Foo", 120, 220, 280, 280); // inside cell (1,0) + ObjectNode word4 = createObject(2, "Bar", 320, 220, 480, 280); // inside cell (1,1) + + // TSR cells have WRONG text (to prove we use bbox matching, not TSR text) + ObjectNode tsrCell00 = createTsrCell(0, 0, 1, 1, "WRONG0", 100, 100, 300, 200); + ObjectNode tsrCell01 = createTsrCell(0, 1, 1, 1, "WRONG1", 300, 100, 500, 200); + ObjectNode tsrCell10 = createTsrCell(1, 0, 1, 1, "WRONG2", 100, 200, 300, 300); + ObjectNode tsrCell11 = createTsrCell(1, 1, 1, 1, "WRONG3", 300, 200, 500, 300); + + double[] tableBbox = {100, 100, 500, 300}; + ObjectNode json = createHancomAIJsonWithTable( + new ObjectNode[]{word1, word2, word3, word4}, + tableBbox, + new ObjectNode[]{tsrCell00, tsrCell01, tsrCell10, tsrCell11} + ); + + List> result = transform(json); + + // Find the TableBorder in results + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof TableBorder) { + table = (TableBorder) obj; + break; + } + } + assertThat(table).isNotNull(); + + // Cell text should come from DLA words, NOT TSR text field + assertThat(getCellText(table, 0, 0)).isEqualTo("Hello"); + assertThat(getCellText(table, 0, 1)).isEqualTo("World"); + assertThat(getCellText(table, 1, 0)).isEqualTo("Foo"); + assertThat(getCellText(table, 1, 1)).isEqualTo("Bar"); + } + + @Test + void tableCellText_wordStraddlingTwoCells_assignedToMajorityOverlap() { + // Word bbox straddles cell (0,0) and cell (0,1), but majority is in (0,0) + // Table: [100, 100, 500, 300], 1 row x 2 cols + // Cell (0,0): [100,100,300,300], Cell (0,1): [300,100,500,300] + // Word at [120, 120, 310, 280] → overlaps (0,0) by 180x160=28800, (0,1) by 10x160=1600 + // 28800/(190*160)=0.947 > 0.5 → assigned to (0,0) + // 1600/(190*160)=0.053 < 0.5 → NOT assigned to (0,1) + ObjectNode word = createObject(2, "Straddler", 120, 120, 310, 280); + + ObjectNode tsrCell0 = createTsrCell(0, 0, 1, 1, "TSR0", 100, 100, 300, 300); + ObjectNode tsrCell1 = createTsrCell(0, 1, 1, 1, "TSR1", 300, 100, 500, 300); + + double[] tableBbox = {100, 100, 500, 300}; + ObjectNode json = createHancomAIJsonWithTable( + new ObjectNode[]{word}, + tableBbox, + new ObjectNode[]{tsrCell0, tsrCell1} + ); + + List> result = transform(json); + + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof TableBorder) { + table = (TableBorder) obj; + break; + } + } + assertThat(table).isNotNull(); + + // Word assigned to cell (0,0) where majority overlap is + assertThat(getCellText(table, 0, 0)).isEqualTo("Straddler"); + // Cell (0,1) should fall back to TSR text since no matching words + assertThat(getCellText(table, 0, 1)).isEqualTo("TSR1"); + } + + @Test + void tableCellText_noMatchingWords_fallsBackToTsrText() { + // No DLA words on this page — cells should use TSR text field as fallback + ObjectNode tsrCell0 = createTsrCell(0, 0, 1, 1, "Fallback Text", 100, 100, 300, 200); + ObjectNode tsrCell1 = createTsrCell(0, 1, 1, 1, "Also Fallback", 300, 100, 500, 200); + + double[] tableBbox = {100, 100, 500, 200}; + ObjectNode json = createHancomAIJsonWithTable( + new ObjectNode[]{}, // no DLA words + tableBbox, + new ObjectNode[]{tsrCell0, tsrCell1} + ); + + List> result = transform(json); + + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof TableBorder) { + table = (TableBorder) obj; + break; + } + } + assertThat(table).isNotNull(); + + assertThat(getCellText(table, 0, 0)).isEqualTo("Fallback Text"); + assertThat(getCellText(table, 0, 1)).isEqualTo("Also Fallback"); + } + + @Test + void tableCellText_multipleWordsInCell_sortedByReadingOrder() { + // Two words in cell (0,0): one higher up, one lower + // They should be joined in reading order (top-to-bottom, left-to-right) + ObjectNode word1 = createObject(2, "First", 120, 120, 280, 150); // higher (top=120) + ObjectNode word2 = createObject(2, "Second", 120, 160, 280, 190); // lower (top=160) + + ObjectNode tsrCell = createTsrCell(0, 0, 1, 1, "WRONG", 100, 100, 300, 200); + double[] tableBbox = {100, 100, 300, 200}; + + ObjectNode json = createHancomAIJsonWithTable( + new ObjectNode[]{word2, word1}, // intentionally reversed to test sorting + tableBbox, + new ObjectNode[]{tsrCell} + ); + + List> result = transform(json); + + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof TableBorder) { + table = (TableBorder) obj; + break; + } + } + assertThat(table).isNotNull(); + + // Words should be sorted: First (higher) then Second (lower) + assertThat(getCellText(table, 0, 0)).isEqualTo("First Second"); + } + + // --- Task 5: Caption mapping (label 8 and 11) --- + + @Test + void caption_tableName_becomesSemanticCaption() { + // label 8 (TableName) → SemanticCaption + ObjectNode json = createHancomAIJson( + createObject(8, "Table 1: Revenue", 100, 300, 500, 330) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + assertThat(result.get(0).get(0)).isInstanceOf(SemanticCaption.class); + SemanticCaption caption = (SemanticCaption) result.get(0).get(0); + assertThat(caption.getValue()).isEqualTo("Table 1: Revenue"); + } + + @Test + void caption_figureName_becomesSemanticCaption() { + // label 11 (FigureName) → SemanticCaption + ObjectNode json = createHancomAIJson( + createObject(11, "Figure 3: Architecture", 100, 400, 500, 430) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + assertThat(result.get(0).get(0)).isInstanceOf(SemanticCaption.class); + SemanticCaption caption = (SemanticCaption) result.get(0).get(0); + assertThat(caption.getValue()).isEqualTo("Figure 3: Architecture"); + } + + @Test + void caption_linkedToNearestFloat() { + // label 8 near a table → linkedContentId matches table's recognizedStructureId + // Table at pixel [100, 100, 500, 300], caption label 8 at [100, 310, 500, 340] + // Also a figure far away at [100, 800, 500, 1000] + ObjectNode[] dlaObjects = { + createObject(8, "Table 1: Data", 100, 310, 500, 340), + createObject(10, "", 100, 800, 500, 1000) + }; + + ObjectNode tsrCell = createTsrCell(0, 0, 1, 1, "cell", 100, 100, 500, 300); + double[] tableBbox = {100, 100, 500, 300}; + ObjectNode json = createHancomAIJsonWithTable( + dlaObjects, + tableBbox, + new ObjectNode[]{tsrCell} + ); + + List> result = transform(json); + + // Find caption and table + SemanticCaption caption = null; + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof SemanticCaption) caption = (SemanticCaption) obj; + if (obj instanceof TableBorder) table = (TableBorder) obj; + } + + assertThat(caption).isNotNull(); + assertThat(table).isNotNull(); + assertThat(caption.getLinkedContentId()).isEqualTo(table.getRecognizedStructureId()); + } + + // --- Task 6: Footnote (label 13) --- + + @Test + void footnote_becomesSemanticFootnote() { + // label 13 → SemanticFootnote (not SemanticParagraph) + ObjectNode json = createHancomAIJson( + createObject(13, "1. See reference [3].", 100, 700, 500, 720) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + assertThat(result.get(0).get(0)).isInstanceOf(SemanticFootnote.class); + SemanticFootnote footnote = (SemanticFootnote) result.get(0).get(0); + assertThat(footnote.getValue()).isEqualTo("1. See reference [3]."); + } + + // --- Task 7: Regionlist (label 7) → Table/List --- + + @Test + void regionlist_withTsrOverlap_returnsNull() { + // label 7 with overlapping TSR → null (table handled separately by transformTablePage) + // DLA object at [100, 100, 500, 300] (label 7), TSR table covers same area + ObjectNode regionObj = createObject(7, "Table data here", 100, 100, 500, 300); + + ObjectNode tsrCell = createTsrCell(0, 0, 1, 1, "cell", 100, 100, 500, 300); + double[] tableBbox = {100, 100, 500, 300}; + ObjectNode json = createHancomAIJsonWithTable( + new ObjectNode[]{regionObj}, + tableBbox, + new ObjectNode[]{tsrCell} + ); + + List> result = transform(json); + + // label 7 region should be skipped (null), only the TSR table should appear + for (IObject obj : result.get(0)) { + // No PDFList or SemanticParagraph from label 7 — only the TableBorder from TSR + assertThat(obj).isNotInstanceOf(PDFList.class); + assertThat(obj).isNotInstanceOf(SemanticParagraph.class); + } + // TSR table should still be present + assertThat(result.get(0).stream().anyMatch(o -> o instanceof TableBorder)).isTrue(); + } + + @Test + void regionlist_withoutTsr_becomesList() { + // label 7 without any TSR data → PDFList from newline-split text + ObjectNode json = createHancomAIJson( + createObject(7, "First line\nSecond line\nThird line", 100, 100, 500, 200) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + assertThat(result.get(0).get(0)).isInstanceOf(PDFList.class); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getListItems()).hasSize(3); + assertThat(list.getListItems().get(0).getFirstLine().getValue()).isEqualTo("First line"); + assertThat(list.getListItems().get(1).getFirstLine().getValue()).isEqualTo("Second line"); + assertThat(list.getListItems().get(2).getFirstLine().getValue()).isEqualTo("Third line"); + } + + @Test + void regionlist_withoutTsr_singleLine_becomesSingleItemList() { + // label 7 with single line text → PDFList with one item + ObjectNode json = createHancomAIJson( + createObject(7, "Solo table text", 100, 100, 500, 130) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + assertThat(result.get(0).get(0)).isInstanceOf(PDFList.class); + + PDFList list = (PDFList) result.get(0).get(0); + assertThat(list.getListItems()).hasSize(1); + assertThat(list.getListItems().get(0).getFirstLine().getValue()).isEqualTo("Solo table text"); + } + + @Test + void regionlist_withoutTsr_emptyText_returnsNull() { + // label 7 with empty text → null + ObjectNode json = createHancomAIJson( + createObject(7, "", 100, 100, 500, 200) + ); + + List> result = transform(json); + + assertThat(result.get(0)).isEmpty(); + } + + // --- Task E: regionlistStrategy --- + + @Test + void regionlistStrategy_listOnly_withTsrOverlap_stillBecomesList() { + // list-only strategy: label 7 with overlapping TSR should NOT be skipped + // — it should become a PDFList regardless of TSR presence + transformer.setRegionlistStrategy(HybridConfig.REGIONLIST_LIST_ONLY); + + ObjectNode regionObj = createObject(7, "Row 1\nRow 2\nRow 3", 100, 100, 500, 300); + + ObjectNode tsrCell = createTsrCell(0, 0, 1, 1, "cell", 100, 100, 500, 300); + double[] tableBbox = {100, 100, 500, 300}; + ObjectNode json = createHancomAIJsonWithTable( + new ObjectNode[]{regionObj}, + tableBbox, + new ObjectNode[]{tsrCell} + ); + + List> result = transform(json); + + // Should find a PDFList from label 7 (not skipped despite TSR overlap) + boolean hasList = result.get(0).stream().anyMatch(o -> o instanceof PDFList); + assertThat(hasList).isTrue(); + + PDFList list = (PDFList) result.get(0).stream() + .filter(o -> o instanceof PDFList).findFirst().orElse(null); + assertThat(list).isNotNull(); + assertThat(list.getListItems()).hasSize(3); + assertThat(list.getListItems().get(0).getFirstLine().getValue()).isEqualTo("Row 1"); + } + + @Test + void regionlistStrategy_tableFirst_withTsrOverlap_skipsLabel7() { + // table-first (default): label 7 with TSR overlap is skipped (existing behavior) + transformer.setRegionlistStrategy(HybridConfig.REGIONLIST_TABLE_FIRST); + + ObjectNode regionObj = createObject(7, "Table data here", 100, 100, 500, 300); + + ObjectNode tsrCell = createTsrCell(0, 0, 1, 1, "cell", 100, 100, 500, 300); + double[] tableBbox = {100, 100, 500, 300}; + ObjectNode json = createHancomAIJsonWithTable( + new ObjectNode[]{regionObj}, + tableBbox, + new ObjectNode[]{tsrCell} + ); + + List> result = transform(json); + + // No PDFList from label 7 — only the TableBorder from TSR + for (IObject obj : result.get(0)) { + assertThat(obj).isNotInstanceOf(PDFList.class); + } + assertThat(result.get(0).stream().anyMatch(o -> o instanceof TableBorder)).isTrue(); + } + + @Test + void regionlistStrategy_defaultIsTableFirst() { + // Default strategy should be table-first + HancomAISchemaTransformer freshTransformer = new HancomAISchemaTransformer(); + assertThat(freshTransformer.getRegionlistStrategy()).isEqualTo(HybridConfig.REGIONLIST_TABLE_FIRST); + } + + // --- Label 9 (Table) handled by TSR, returns null from transformObject --- + + @Test + void label9_table_returnsNull() { + // label 9 = Table → handled by transformTablePage(), transformObject returns null + ObjectNode json = createHancomAIJson( + createObject(9, "Some table text", 100, 100, 500, 300) + ); + + List> result = transform(json); + + assertThat(result.get(0)).isEmpty(); + } + + // --- Label 10 (Figure) creates SemanticPicture --- + + @Test + void label10_figure_createsPicture() { + // label 10 = Figure → SemanticPicture + ObjectNode json = createHancomAIJson( + createObject(10, "", 100, 100, 500, 400) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + assertThat(result.get(0).get(0)).isInstanceOf(SemanticPicture.class); + } + + // --- Task 8: AI score → correctSemanticScore --- + + @Test + void aiScore_mappedToCorrectSemanticScore() { + // object with score 0.85 → correctSemanticScore = 0.85 + ObjectNode obj = createObjectWithConfidence(2, "Test paragraph", 100, 100, 500, 130, 0.85); + ObjectNode json = createHancomAIJson(obj); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + SemanticParagraph para = (SemanticParagraph) result.get(0).get(0); + assertThat(para.getCorrectSemanticScore()).isEqualTo(0.85); + } + + @Test + void aiScore_defaultsTo1WhenMissing() { + // object without score field → correctSemanticScore stays at the + // factory default (1.0); ElementMetadata.aiScore stays at sentinel. + ObjectNode obj = objectMapper.createObjectNode(); + obj.put("label", 2); + obj.put("ocrtext", "No score field"); + ArrayNode bbox = obj.putArray("bbox"); + bbox.add(100); bbox.add(100); bbox.add(500); bbox.add(130); + + ObjectNode json = createHancomAIJson(obj); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + SemanticParagraph para = (SemanticParagraph) result.get(0).get(0); + assertThat(para.getCorrectSemanticScore()).isEqualTo(1.0); + } + + @Test + void aiScore_appliedToHeading() { + // heading with score 0.72 → correctSemanticScore = 0.72 + ObjectNode obj = createObjectWithConfidence(0, "Title", 100, 50, 500, 100, 0.72); + ObjectNode json = createHancomAIJson(obj); + + List> result = transform(json); + + SemanticHeading heading = (SemanticHeading) result.get(0).get(0); + assertThat(heading.getCorrectSemanticScore()).isEqualTo(0.72); + } + + // --- Task D: Array rowspan/colspan and crop-to-page bbox conversion --- + + @Test + void arrayRowspan_parsedCorrectly() { + // rowspan [1, 2] → startRow=1, rowspan=2 + // colspan [0] → startCol=0, colspan=1 + // This cell spans rows 1 and 2, column 0 only + ObjectNode cell = objectMapper.createObjectNode(); + cell.put("cell_id", 3); + ArrayNode rs = cell.putArray("rowspan"); + rs.add(1); rs.add(2); + ArrayNode cs = cell.putArray("colspan"); + cs.add(0); + ArrayNode bbox = cell.putArray("bbox"); + bbox.add(21); bbox.add(126); bbox.add(143); bbox.add(237); + + // Also need a cell at (0,0) to make a valid table + ObjectNode cell00 = objectMapper.createObjectNode(); + cell00.put("cell_id", 0); + ArrayNode rs00 = cell00.putArray("rowspan"); + rs00.add(0); + ArrayNode cs00 = cell00.putArray("colspan"); + cs00.add(0); + ArrayNode bbox00 = cell00.putArray("bbox"); + bbox00.add(21); bbox00.add(15); bbox00.add(143); bbox00.add(126); + + // Build TSR entry + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode dlaPages = dlaOcr.addArray(); + ObjectNode dlaPage = dlaPages.addObject(); + dlaPage.put("page_number", 0); + dlaPage.put("image_height", 3508); + dlaPage.putArray("objects"); + + ArrayNode tsr = json.putArray("TABLE_STRUCTURE_RECOGNITION"); + ObjectNode tableEntry = tsr.addObject(); + tableEntry.put("page_number", 0); + ArrayNode dlaBbox = tableEntry.putArray("dla_bbox"); + dlaBbox.add(183); dlaBbox.add(607); dlaBbox.add(1590); dlaBbox.add(1533); + ObjectNode tsrObj = tableEntry.putObject("tsr"); + tsrObj.put("page_number", 0); + tsrObj.put("num_cells", 2); + ArrayNode tbbox = tsrObj.putArray("table_bbox"); + tbbox.add(21); tbbox.add(13); tbbox.add(1349); tbbox.add(875); + ArrayNode cellsArray = tsrObj.putArray("cells"); + cellsArray.add(cell00); + cellsArray.add(cell); + + List> result = transform(json); + + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof TableBorder) { + table = (TableBorder) obj; + break; + } + } + assertThat(table).isNotNull(); + // Table should have 3 rows (indices 0, 1, 2) and 1 column + assertThat(table.getNumberOfRows()).isEqualTo(3); + assertThat(table.getNumberOfColumns()).isEqualTo(1); + + // Cell at (1, 0) should span 2 rows + TableBorderCell spanCell = table.getCell(1, 0); + assertThat(spanCell).isNotNull(); + assertThat(spanCell.getRowSpan()).isEqualTo(2); + assertThat(spanCell.getColSpan()).isEqualTo(1); + } + + @Test + void cropToPageBboxConversion_withKnownOffset() { + // DLA bbox (crop origin): [100, 200, 500, 600] in page pixels + // Cell bbox in crop coords: [10, 20, 90, 80] + // Expected page-level pixel coords: [110, 220, 190, 280] + // Expected PDF points: [110*0.24, pageH - 280*0.24, 190*0.24, pageH - 220*0.24] + double[] dlaBbox = {100, 200, 500, 600}; + double[] tsrTableBbox = {0, 0, 400, 400}; // crop-relative + + ObjectNode cell = objectMapper.createObjectNode(); + cell.put("cell_id", 0); + ArrayNode rs = cell.putArray("rowspan"); + rs.add(0); + ArrayNode cs = cell.putArray("colspan"); + cs.add(0); + ArrayNode bbox = cell.putArray("bbox"); + bbox.add(10); bbox.add(20); bbox.add(90); bbox.add(80); + + ObjectNode json = createHancomAIJsonWithTableAndOffset( + new ObjectNode[]{}, + dlaBbox, + tsrTableBbox, + new ObjectNode[]{cell} + ); + + List> result = transform(json); + + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof TableBorder) { + table = (TableBorder) obj; + break; + } + } + assertThat(table).isNotNull(); + + // Cell bbox should be converted from crop to page coords + TableBorderCell c = table.getCell(0, 0); + assertThat(c).isNotNull(); + assertThat(c.getBoundingBox()).isNotNull(); + + // Page pixel coords: left=110, top=220, right=190, bottom=280 + // PDF points: left=110*0.24=26.4, right=190*0.24=45.6 + // topY = 842 - 220*0.24 = 842 - 52.8 = 789.2 + // bottomY = 842 - 280*0.24 = 842 - 67.2 = 774.8 + double pageHeight = 842.0; + double expectedLeft = 110.0 * 72.0 / 300.0; + double expectedRight = 190.0 * 72.0 / 300.0; + double expectedTopY = pageHeight - (220.0 * 72.0 / 300.0); + double expectedBottomY = pageHeight - (280.0 * 72.0 / 300.0); + + assertThat(c.getBoundingBox().getLeftX()).isEqualTo(expectedLeft, org.assertj.core.api.Assertions.within(0.01)); + assertThat(c.getBoundingBox().getRightX()).isEqualTo(expectedRight, org.assertj.core.api.Assertions.within(0.01)); + assertThat(c.getBoundingBox().getTopY()).isEqualTo(expectedTopY, org.assertj.core.api.Assertions.within(0.01)); + assertThat(c.getBoundingBox().getBottomY()).isEqualTo(expectedBottomY, org.assertj.core.api.Assertions.within(0.01)); + } + + @Test + void backwardCompat_integerRowspanColspan_stillWorks() { + // Test backward compatibility with integer rowspan/colspan format + ObjectNode cell = objectMapper.createObjectNode(); + cell.put("row", 0); + cell.put("col", 0); + cell.put("rowspan", 2); + cell.put("colspan", 1); + cell.put("text", "Merged cell"); + ArrayNode bbox = cell.putArray("bbox"); + bbox.add(100); bbox.add(100); bbox.add(300); bbox.add(300); + + ObjectNode cell2 = objectMapper.createObjectNode(); + cell2.put("row", 0); + cell2.put("col", 1); + cell2.put("rowspan", 1); + cell2.put("colspan", 1); + cell2.put("text", "Normal cell"); + ArrayNode bbox2 = cell2.putArray("bbox"); + bbox2.add(300); bbox2.add(100); bbox2.add(500); bbox2.add(200); + + double[] dlaBbox = {100, 100, 500, 300}; + + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode dlaPages = dlaOcr.addArray(); + ObjectNode dlaPage = dlaPages.addObject(); + dlaPage.put("page_number", 0); + dlaPage.put("image_height", 3508); + dlaPage.putArray("objects"); + + ArrayNode tsr = json.putArray("TABLE_STRUCTURE_RECOGNITION"); + ObjectNode tableEntry = tsr.addObject(); + tableEntry.put("page_number", 0); + ArrayNode dlaBboxArr = tableEntry.putArray("dla_bbox"); + for (double v : dlaBbox) dlaBboxArr.add(v); + ObjectNode tsrObj = tableEntry.putObject("tsr"); + tsrObj.put("page_number", 0); + tsrObj.put("num_cells", 2); + ArrayNode tbbox = tsrObj.putArray("table_bbox"); + tbbox.add(0); tbbox.add(0); tbbox.add(400); tbbox.add(200); + ArrayNode cellsArray = tsrObj.putArray("cells"); + cellsArray.add(cell); + cellsArray.add(cell2); + + List> result = transform(json); + + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof TableBorder) { + table = (TableBorder) obj; + break; + } + } + assertThat(table).isNotNull(); + assertThat(table.getNumberOfRows()).isEqualTo(2); + assertThat(table.getNumberOfColumns()).isEqualTo(2); + + TableBorderCell mergedCell = table.getCell(0, 0); + assertThat(mergedCell).isNotNull(); + assertThat(mergedCell.getRowSpan()).isEqualTo(2); + assertThat(mergedCell.getColSpan()).isEqualTo(1); + } + + @Test + void multipleTablesPerPage_allProduced() { + // Two tables on the same page + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode dlaPages = dlaOcr.addArray(); + ObjectNode dlaPage = dlaPages.addObject(); + dlaPage.put("page_number", 0); + dlaPage.put("image_height", 3508); + dlaPage.putArray("objects"); + + ArrayNode tsr = json.putArray("TABLE_STRUCTURE_RECOGNITION"); + + // Table 1 + ObjectNode entry1 = tsr.addObject(); + entry1.put("page_number", 0); + entry1.put("object_id", 1); + ArrayNode dlaBbox1 = entry1.putArray("dla_bbox"); + dlaBbox1.add(100); dlaBbox1.add(100); dlaBbox1.add(500); dlaBbox1.add(300); + ObjectNode tsr1 = entry1.putObject("tsr"); + tsr1.put("page_number", 0); + tsr1.put("num_cells", 1); + ArrayNode tbbox1 = tsr1.putArray("table_bbox"); + tbbox1.add(0); tbbox1.add(0); tbbox1.add(400); tbbox1.add(200); + ArrayNode cells1 = tsr1.putArray("cells"); + ObjectNode c1 = cells1.addObject(); + c1.put("cell_id", 0); + ArrayNode rs1 = c1.putArray("rowspan"); rs1.add(0); + ArrayNode cs1 = c1.putArray("colspan"); cs1.add(0); + ArrayNode b1 = c1.putArray("bbox"); + b1.add(0); b1.add(0); b1.add(400); b1.add(200); + + // Table 2 + ObjectNode entry2 = tsr.addObject(); + entry2.put("page_number", 0); + entry2.put("object_id", 2); + ArrayNode dlaBbox2 = entry2.putArray("dla_bbox"); + dlaBbox2.add(100); dlaBbox2.add(500); dlaBbox2.add(500); dlaBbox2.add(700); + ObjectNode tsr2 = entry2.putObject("tsr"); + tsr2.put("page_number", 0); + tsr2.put("num_cells", 1); + ArrayNode tbbox2 = tsr2.putArray("table_bbox"); + tbbox2.add(0); tbbox2.add(0); tbbox2.add(400); tbbox2.add(200); + ArrayNode cells2 = tsr2.putArray("cells"); + ObjectNode c2 = cells2.addObject(); + c2.put("cell_id", 0); + ArrayNode rs2 = c2.putArray("rowspan"); rs2.add(0); + ArrayNode cs2 = c2.putArray("colspan"); cs2.add(0); + ArrayNode b2 = c2.putArray("bbox"); + b2.add(0); b2.add(0); b2.add(400); b2.add(200); + + List> result = transform(json); + + long tableCount = result.get(0).stream().filter(o -> o instanceof TableBorder).count(); + assertThat(tableCount).isEqualTo(2); + } + + // --- Task G: ElementMetadata --- + + @Test + void metadata_paragraphHasConfidenceAndSourceLabel() { + ObjectNode obj = createObjectWithConfidence(2, "Test paragraph", 100, 100, 500, 130, 0.88); + ObjectNode json = createHancomAIJson(obj); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + IObject iobj = result.get(0).get(0); + assertThat(iobj.getRecognizedStructureId()).isNotNull(); + + Map metadata = transformer.getElementMetadata(); + assertThat(metadata).containsKey(iobj.getRecognizedStructureId()); + + ElementMetadata meta = metadata.get(iobj.getRecognizedStructureId()); + assertThat(meta.getAiScore()).isEqualTo(0.88); + assertThat(meta.getSourceLabel()).isEqualTo(2); + assertThat(meta.getHeadingInferenceMethod()).isNull(); + } + + @Test + void metadata_headingHasBboxHeightInference() { + ObjectNode json = createHancomAIJson( + createObjectWithConfidence(1, "Section Title", 100, 100, 500, 160, 0.92) + ); + + List> result = transform(json); + + SemanticHeading heading = (SemanticHeading) result.get(0).get(0); + Map metadata = transformer.getElementMetadata(); + ElementMetadata meta = metadata.get(heading.getRecognizedStructureId()); + + assertThat(meta).isNotNull(); + assertThat(meta.getSourceLabel()).isEqualTo(1); + assertThat(meta.getHeadingInferenceMethod()).isEqualTo("bbox-height"); + assertThat(meta.getBboxHeightPx()).isEqualTo(60.0); // 160 - 100 + } + + @Test + void metadata_titleHasFixedInference() { + ObjectNode json = createHancomAIJson( + createObject(0, "Document Title", 100, 50, 500, 100) + ); + + List> result = transform(json); + + SemanticHeading heading = (SemanticHeading) result.get(0).get(0); + Map metadata = transformer.getElementMetadata(); + ElementMetadata meta = metadata.get(heading.getRecognizedStructureId()); + + assertThat(meta).isNotNull(); + assertThat(meta.getHeadingInferenceMethod()).isEqualTo("fixed"); + assertThat(meta.getBboxHeightPx()).isNull(); + } + + @Test + void metadata_tableHasTsrMetadata() { + ObjectNode tsrCell = createTsrCell(0, 0, 1, 1, "cell", 100, 100, 300, 200); + double[] tableBbox = {100, 100, 300, 200}; + ObjectNode json = createHancomAIJsonWithTable( + new ObjectNode[]{}, + tableBbox, + new ObjectNode[]{tsrCell} + ); + + // Add num_cells to the tsr object + // The helper already sets num_cells = tsrCells.length + + List> result = transform(json); + + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof TableBorder) { + table = (TableBorder) obj; + break; + } + } + assertThat(table).isNotNull(); + + Map metadata = transformer.getElementMetadata(); + ElementMetadata meta = metadata.get(table.getRecognizedStructureId()); + + assertThat(meta).isNotNull(); + assertThat(meta.getSourceLabel()).isEqualTo(9); + assertThat(meta.getTsr()).isNotNull(); + assertThat(meta.getTsr().getNumCells()).isEqualTo(1); + } + + @Test + void metadata_figureHasCaptionMetadata() { + // Create figure with caption from FIGURE_CAPTIONS + ObjectNode json = objectMapper.createObjectNode(); + + // DLA+OCR with a figure object + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode dlaPages = dlaOcr.addArray(); + ObjectNode page = dlaPages.addObject(); + page.put("page_number", 0); + page.put("image_height", 3508); + ArrayNode objects = page.putArray("objects"); + ObjectNode figObj = objects.addObject(); + figObj.put("label", 10); + figObj.put("ocrtext", ""); + figObj.put("confidence", 0.91); + figObj.put("object_id", 5); + ArrayNode bbox = figObj.putArray("bbox"); + bbox.add(100); bbox.add(100); bbox.add(500); bbox.add(400); + + // FIGURE_CAPTIONS + ArrayNode figureCaptions = json.putArray("FIGURE_CAPTIONS"); + ObjectNode cap = figureCaptions.addObject(); + cap.put("page_number", 0); + cap.put("object_id", 5); + cap.put("caption", "A beautiful chart"); + + List> result = transform(json); + + SemanticPicture pic = (SemanticPicture) result.get(0).get(0); + Map metadata = transformer.getElementMetadata(); + ElementMetadata meta = metadata.get(pic.getRecognizedStructureId()); + + assertThat(meta).isNotNull(); + assertThat(meta.getSourceLabel()).isEqualTo(10); + assertThat(meta.getCaption()).isNotNull(); + assertThat(meta.getCaption().getText()).isEqualTo("A beautiful chart"); + assertThat(meta.getCaption().getLanguage()).isEqualTo("en"); + } + + @Test + void metadata_regionlistHasResolution() { + // label 7 without TSR → list-only style resolution + ObjectNode json = createHancomAIJson( + createObjectWithConfidence(7, "Line one\nLine two", 100, 100, 500, 200, 0.80) + ); + + List> result = transform(json); + + assertThat(result.get(0)).hasSize(1); + IObject iobj = result.get(0).get(0); + + Map metadata = transformer.getElementMetadata(); + ElementMetadata meta = metadata.get(iobj.getRecognizedStructureId()); + + assertThat(meta).isNotNull(); + assertThat(meta.getSourceLabel()).isEqualTo(7); + assertThat(meta.getRegionlistResolution()).isNotNull(); + assertThat(meta.getRegionlistResolution().getStrategy()).isEqualTo("table-first"); + assertThat(meta.getRegionlistResolution().isTsrAttempted()).isTrue(); + assertThat(meta.getRegionlistResolution().getTsrResult()).isEqualTo("no-cells"); + } + + @Test + void metadata_clearedBetweenTransformCalls() { + // First transform + ObjectNode json1 = createHancomAIJson( + createObject(2, "First call", 100, 100, 500, 130) + ); + transform(json1); + assertThat(transformer.getElementMetadata()).hasSize(1); + + // Second transform should clear previous metadata + ObjectNode json2 = createHancomAIJson( + createObject(2, "Second call A", 100, 100, 500, 130), + createObject(2, "Second call B", 100, 200, 500, 230) + ); + transform(json2); + assertThat(transformer.getElementMetadata()).hasSize(2); + } + + @Test + void tableCellText_pageHeaderFooterWords_excluded() { + // Words with label 14 (page header), 15 (page footer), 17 (page number) should not + // be matched to cells even if their bbox overlaps + ObjectNode headerWord = createObject(14, "HEADER", 120, 120, 280, 180); + ObjectNode footerWord = createObject(15, "FOOTER", 120, 120, 280, 180); + ObjectNode pageNumWord = createObject(17, "42", 120, 120, 280, 180); + + ObjectNode tsrCell = createTsrCell(0, 0, 1, 1, "Fallback", 100, 100, 300, 200); + double[] tableBbox = {100, 100, 300, 200}; + + ObjectNode json = createHancomAIJsonWithTable( + new ObjectNode[]{headerWord, footerWord, pageNumWord}, + tableBbox, + new ObjectNode[]{tsrCell} + ); + + List> result = transform(json); + + TableBorder table = null; + for (IObject obj : result.get(0)) { + if (obj instanceof TableBorder) { + table = (TableBorder) obj; + break; + } + } + assertThat(table).isNotNull(); + + // Furniture words excluded, so falls back to TSR text + assertThat(getCellText(table, 0, 0)).isEqualTo("Fallback"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomClientTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomClientTest.java new file mode 100644 index 0000000..1b9bc83 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomClientTest.java @@ -0,0 +1,266 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.ObjectMapper; +import mockwebserver3.MockResponse; +import mockwebserver3.MockWebServer; +import mockwebserver3.RecordedRequest; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.hybrid.HybridClient.HybridRequest; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; + +import java.io.IOException; +import java.util.HashSet; +import java.util.Set; +import java.util.concurrent.TimeUnit; + +/** + * Unit tests for HancomClient. + * + *

    Uses MockWebServer to simulate Hancom API responses. + */ +public class HancomClientTest { + + private MockWebServer mockServer; + private HancomClient client; + private ObjectMapper objectMapper; + + private static final byte[] SAMPLE_PDF_BYTES = "%PDF-1.4 sample".getBytes(); + + @BeforeEach + void setUp() throws IOException { + mockServer = new MockWebServer(); + mockServer.start(); + + HybridConfig config = new HybridConfig(); + config.setUrl(mockServer.url("/").toString()); + config.setTimeoutMs(5000); + + client = new HancomClient(config); + objectMapper = new ObjectMapper(); + } + + @AfterEach + void tearDown() throws IOException { + client.shutdown(); + mockServer.close(); + } + + @Test + void testDefaultUrlConfiguration() { + Assertions.assertEquals( + "https://dataloader.cloud.hancom.com/studio-lite/api", + HancomClient.DEFAULT_URL + ); + } + + @Test + void testConvertFullWorkflow() throws Exception { + // Mock upload response (Hancom API format: data.fileId) + String uploadResponse = "{\"codeNum\":0,\"code\":\"file.upload.success\",\"data\":{\"fileId\":\"test-file-123\",\"fileName\":\"test.pdf\"}}"; + mockServer.enqueue(new MockResponse.Builder() + .body(uploadResponse) + .addHeader("Content-Type", "application/json") + .build()); + + // Mock visualinfo response + String visualInfoResponse = createVisualInfoResponse(); + mockServer.enqueue(new MockResponse.Builder() + .body(visualInfoResponse) + .addHeader("Content-Type", "application/json") + .build()); + + // Mock delete response + mockServer.enqueue(new MockResponse.Builder().code(200).build()); + + HybridRequest request = HybridRequest.allPages(SAMPLE_PDF_BYTES); + HybridResponse response = client.convert(request); + + Assertions.assertNotNull(response); + Assertions.assertNotNull(response.getJson()); + + // Verify 3 requests: upload, visualinfo, delete + Assertions.assertEquals(3, mockServer.getRequestCount()); + + // Verify upload request + RecordedRequest uploadReq = mockServer.takeRequest(1, TimeUnit.SECONDS); + Assertions.assertTrue(uploadReq.getTarget().contains("/v1/dl/files/upload")); + Assertions.assertTrue(uploadReq.getHeaders().get("Content-Type").contains("multipart/form-data")); + + // Verify visualinfo request + RecordedRequest visualInfoReq = mockServer.takeRequest(1, TimeUnit.SECONDS); + Assertions.assertTrue(visualInfoReq.getTarget().contains("/v1/dl/files/test-file-123/visualinfo")); + Assertions.assertTrue(visualInfoReq.getTarget().contains("engine=pdf_ai_dl")); + Assertions.assertTrue(visualInfoReq.getTarget().contains("dlaMode=ENABLED")); + Assertions.assertTrue(visualInfoReq.getTarget().contains("ocrMode=FORCE")); + + // Verify delete request + RecordedRequest deleteReq = mockServer.takeRequest(1, TimeUnit.SECONDS); + Assertions.assertTrue(deleteReq.getTarget().contains("/v1/dl/files/test-file-123")); + Assertions.assertEquals("DELETE", deleteReq.getMethod()); + } + + @Test + void testConvertWithCleanupOnProcessingError() throws Exception { + // Mock upload response (Hancom API format: data.fileId) + String uploadResponse = "{\"codeNum\":0,\"code\":\"file.upload.success\",\"data\":{\"fileId\":\"test-file-456\",\"fileName\":\"test.pdf\"}}"; + mockServer.enqueue(new MockResponse.Builder() + .body(uploadResponse) + .addHeader("Content-Type", "application/json") + .build()); + + // Mock visualinfo error response + mockServer.enqueue(new MockResponse.Builder() + .code(500) + .body("{\"error\": \"Internal server error\"}") + .build()); + + // Mock delete response - should still be called + mockServer.enqueue(new MockResponse.Builder().code(200).build()); + + HybridRequest request = HybridRequest.allPages(SAMPLE_PDF_BYTES); + + Assertions.assertThrows(IOException.class, () -> { + client.convert(request); + }); + + // Verify delete was still called (cleanup) + Assertions.assertEquals(3, mockServer.getRequestCount()); + } + + @Test + void testConvertWithSpecificPages() throws Exception { + // Mock upload response (Hancom API format: data.fileId) + String uploadResponse = "{\"codeNum\":0,\"code\":\"file.upload.success\",\"data\":{\"fileId\":\"test-file-pages\",\"fileName\":\"test.pdf\"}}"; + mockServer.enqueue(new MockResponse.Builder() + .body(uploadResponse) + .addHeader("Content-Type", "application/json") + .build()); + + // Mock visualinfo response + String visualInfoResponse = createVisualInfoResponse(); + mockServer.enqueue(new MockResponse.Builder() + .body(visualInfoResponse) + .addHeader("Content-Type", "application/json") + .build()); + + // Mock delete response + mockServer.enqueue(new MockResponse.Builder().code(200).build()); + + Set pages = new HashSet<>(); + pages.add(1); + pages.add(3); + HybridRequest request = HybridRequest.forPages(SAMPLE_PDF_BYTES, pages); + + HybridResponse response = client.convert(request); + + Assertions.assertNotNull(response); + } + + @Test + void testUploadFailure() throws Exception { + // Mock upload error + mockServer.enqueue(new MockResponse.Builder() + .code(400) + .body("{\"error\": \"Invalid file format\"}") + .build()); + + HybridRequest request = HybridRequest.allPages(SAMPLE_PDF_BYTES); + + Assertions.assertThrows(IOException.class, () -> { + client.convert(request); + }); + + // Only upload was called (no visualinfo or delete) + Assertions.assertEquals(1, mockServer.getRequestCount()); + } + + @Test + void testDeleteFailureIsIgnored() throws Exception { + // Mock upload response (Hancom API format: data.fileId) + String uploadResponse = "{\"codeNum\":0,\"code\":\"file.upload.success\",\"data\":{\"fileId\":\"test-file-del\",\"fileName\":\"test.pdf\"}}"; + mockServer.enqueue(new MockResponse.Builder() + .body(uploadResponse) + .addHeader("Content-Type", "application/json") + .build()); + + // Mock visualinfo response + String visualInfoResponse = createVisualInfoResponse(); + mockServer.enqueue(new MockResponse.Builder() + .body(visualInfoResponse) + .addHeader("Content-Type", "application/json") + .build()); + + // Mock delete failure - should be ignored + mockServer.enqueue(new MockResponse.Builder().code(404).build()); + + HybridRequest request = HybridRequest.allPages(SAMPLE_PDF_BYTES); + HybridResponse response = client.convert(request); + + // Should succeed despite delete failure + Assertions.assertNotNull(response); + Assertions.assertEquals(3, mockServer.getRequestCount()); + } + + @Test + void testConvertAsync() throws Exception { + // Mock responses (Hancom API format: data.fileId) + String uploadResponse = "{\"codeNum\":0,\"code\":\"file.upload.success\",\"data\":{\"fileId\":\"async-file\",\"fileName\":\"test.pdf\"}}"; + mockServer.enqueue(new MockResponse.Builder() + .body(uploadResponse) + .addHeader("Content-Type", "application/json") + .build()); + + String visualInfoResponse = createVisualInfoResponse(); + mockServer.enqueue(new MockResponse.Builder() + .body(visualInfoResponse) + .addHeader("Content-Type", "application/json") + .build()); + + mockServer.enqueue(new MockResponse.Builder().code(200).build()); + + HybridRequest request = HybridRequest.allPages(SAMPLE_PDF_BYTES); + HybridResponse response = client.convertAsync(request).get(10, TimeUnit.SECONDS); + + Assertions.assertNotNull(response); + } + + private String createVisualInfoResponse() { + return "{\n" + + " \"runtime\": 1234,\n" + + " \"version\": \"1.0\",\n" + + " \"metadata\": {\n" + + " \"fileId\": \"test-file\",\n" + + " \"fileName\": \"test.pdf\",\n" + + " \"numOfPages\": 1\n" + + " },\n" + + " \"elements\": [\n" + + " {\n" + + " \"id\": \"1\",\n" + + " \"category\": {\"type\": \"PARAGRAPH\", \"label\": \"text\"},\n" + + " \"content\": {\"text\": \"Hello World\"},\n" + + " \"bbox\": {\"left\": 100, \"top\": 100, \"width\": 200, \"height\": 50},\n" + + " \"pageIndex\": 0\n" + + " }\n" + + " ],\n" + + " \"pageSizes\": [{\"width\": 612, \"height\": 792}]\n" + + "}"; + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomSchemaTransformerTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomSchemaTransformerTest.java new file mode 100644 index 0000000..36ec32a --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HancomSchemaTransformerTest.java @@ -0,0 +1,623 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.entities.SemanticFormula; +import org.opendataloader.pdf.entities.SemanticPicture; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; + +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.node.ArrayNode; +import com.fasterxml.jackson.databind.node.ObjectNode; + +/** + * Unit tests for HancomSchemaTransformer. + * + *

    Tests the transformation of Hancom VisualInfoDto JSON format to + * OpenDataLoader IObject hierarchy. + */ +public class HancomSchemaTransformerTest { + + private HancomSchemaTransformer transformer; + private ObjectMapper objectMapper; + + @BeforeEach + void setUp() { + transformer = new HancomSchemaTransformer(); + objectMapper = new ObjectMapper(); + StaticLayoutContainers.setCurrentContentId(1L); + } + + @Test + void testGetBackendType() { + Assertions.assertEquals("hancom", transformer.getBackendType()); + } + + @Test + void testTransformNullJson() { + HybridResponse response = new HybridResponse("", null, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertTrue(result.isEmpty()); + } + + @Test + void testTransformEmptyJson() { + ObjectNode json = objectMapper.createObjectNode(); + json.putArray("elements"); + json.putArray("pageSizes"); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertTrue(result.get(0).isEmpty()); + } + + @Test + void testTransformSimpleParagraph() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + addElement(elements, "PARAGRAPH", "text", "Hello World", 0, 100, 92, 100, 50); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticParagraph); + + SemanticParagraph paragraph = (SemanticParagraph) result.get(0).get(0); + Assertions.assertEquals("Hello World", paragraph.getValue()); + } + + @Test + void testTransformHeading() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + addElement(elements, "HEADING", "heading", "Introduction", 0, 100, 62, 200, 30); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticHeading); + + SemanticHeading heading = (SemanticHeading) result.get(0).get(0); + Assertions.assertEquals("Introduction", heading.getValue()); + } + + @Test + void testFilterPageHeaderFooter() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + // Add page header - should be filtered + addElement(elements, "PAGE_HEADER", "header", "Chapter 1", 0, 100, 22, 100, 20); + + // Add page footer - should be filtered + addElement(elements, "PAGE_FOOTER", "footer", "Page 1", 0, 100, 802, 50, 20); + + // Add regular text - should be kept + addElement(elements, "PARAGRAPH", "text", "Content", 0, 100, 400, 100, 50); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticParagraph); + } + + @Test + void testTransformFormula() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + addElement(elements, "FORMULA", "formula", "\\frac{x+y}{z}", 0, 200, 300, 150, 40); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticFormula); + + SemanticFormula formula = (SemanticFormula) result.get(0).get(0); + Assertions.assertEquals("\\frac{x+y}{z}", formula.getLatex()); + } + + @Test + void testTransformFigure() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + addElement(elements, "FIGURE", "figure", "", 0, 100, 200, 300, 200); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticPicture); + } + + @Test + void testTransformSimpleTable() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + // Add a 2x2 table with Hancom API structure: content.table.cells + ObjectNode tableElement = addTableElement(elements, 0, 50, 200, 300, 200); + ArrayNode cells = addTableContentStructure(tableElement); + + addTableCell(cells, "A1", 0, 0, 1, 1, 50, 200, 150, 100); + addTableCell(cells, "B1", 0, 1, 1, 1, 200, 200, 150, 100); + addTableCell(cells, "A2", 1, 0, 1, 1, 50, 300, 150, 100); + addTableCell(cells, "B2", 1, 1, 1, 1, 200, 300, 150, 100); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof TableBorder); + + TableBorder table = (TableBorder) result.get(0).get(0); + Assertions.assertEquals(2, table.getNumberOfRows()); + Assertions.assertEquals(2, table.getNumberOfColumns()); + } + + @Test + void testTransformTableWithSpans() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + // Add a table with colspan using Hancom API structure + ObjectNode tableElement = addTableElement(elements, 0, 50, 200, 300, 200); + ArrayNode cells = addTableContentStructure(tableElement); + + // First cell spans 2 columns + addTableCell(cells, "Header", 0, 0, 1, 2, 50, 200, 300, 100); + addTableCell(cells, "A2", 1, 0, 1, 1, 50, 300, 150, 100); + addTableCell(cells, "B2", 1, 1, 1, 1, 200, 300, 150, 100); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertTrue(result.get(0).get(0) instanceof TableBorder); + + TableBorder table = (TableBorder) result.get(0).get(0); + Assertions.assertEquals(2, table.getNumberOfRows()); + Assertions.assertEquals(2, table.getNumberOfColumns()); + Assertions.assertEquals(2, table.getRow(0).getCell(0).getColSpan()); + } + + @Test + void testTransformTableWithSpansReusesSameCellInstanceAcrossCoveredSlots() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + ObjectNode tableElement = addTableElement(elements, 0, 50, 200, 300, 200); + ArrayNode cells = addTableContentStructure(tableElement); + + addTableCell(cells, "Header", 0, 0, 1, 2, 50, 200, 300, 100); + addTableCell(cells, "A2", 1, 0, 1, 1, 50, 300, 150, 100); + addTableCell(cells, "B2", 1, 1, 1, 1, 200, 300, 150, 100); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + TableBorder table = (TableBorder) result.get(0).get(0); + Assertions.assertSame(table.getRow(0).getCell(0), table.getRow(0).getCell(1)); + Assertions.assertEquals(2, table.getRow(0).getCell(0).getColSpan()); + } + + @Test + void testTransformTableWithRowspanReusesSameCellInstanceAcrossRows() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + ObjectNode tableElement = addTableElement(elements, 0, 50, 200, 300, 200); + ArrayNode cells = addTableContentStructure(tableElement); + + // Create a 2x2 table with cell at (0,0) spanning 2 rows + addTableCell(cells, "Spanning", 0, 0, 2, 1, 50, 200, 150, 200); + addTableCell(cells, "B1", 0, 1, 1, 1, 200, 200, 100, 100); + addTableCell(cells, "B2", 1, 1, 1, 1, 200, 100, 100, 100); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + TableBorder table = (TableBorder) result.get(0).get(0); + + // Verify that the spanning cell is reused across covered rows + TableBorderCell spanningCell = table.getRow(0).getCell(0); + Assertions.assertSame(spanningCell, table.getRow(1).getCell(0), + "Cell at (0,0) should be the same instance at (1,0)"); + + // Verify the rowspan value is correct + Assertions.assertEquals(2, spanningCell.getRowSpan(), + "Spanning cell should report rowspan=2"); + } + + @Test + void testTransformMultiplePages() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + ArrayNode pageSizes = (ArrayNode) json.get("pageSizes"); + + // Add second page size + ObjectNode page2Size = pageSizes.addObject(); + page2Size.put("width", 612.0); + page2Size.put("height", 842.0); + + // Text on page 1 (pageIndex = 0) + addElement(elements, "PARAGRAPH", "text", "Page 1 content", 0, 100, 100, 200, 50); + + // Text on page 2 (pageIndex = 1) + addElement(elements, "PARAGRAPH", "text", "Page 2 content", 1, 100, 100, 200, 50); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + pageHeights.put(2, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(2, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + Assertions.assertEquals(1, result.get(1).size()); + + SemanticParagraph p1 = (SemanticParagraph) result.get(0).get(0); + SemanticParagraph p2 = (SemanticParagraph) result.get(1).get(0); + + Assertions.assertEquals("Page 1 content", p1.getValue()); + Assertions.assertEquals("Page 2 content", p2.getValue()); + } + + @Test + void testBoundingBoxTransformation() { + // Hancom uses TOPLEFT origin: (left, top, width, height) + // OpenDataLoader uses BOTTOMLEFT origin: (left, bottom, right, top) + // For page height 842: + // top=92, height=50 -> bottomY = 842 - 92 - 50 = 700, topY = 842 - 92 = 750 + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + addElement(elements, "PARAGRAPH", "text", "Test", 0, 100, 92, 100, 50); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + + IObject obj = result.get(0).get(0); + Assertions.assertEquals(100.0, obj.getLeftX(), 0.01); + Assertions.assertEquals(200.0, obj.getRightX(), 0.01); // left + width + Assertions.assertEquals(700.0, obj.getBottomY(), 0.01); // pageHeight - top - height + Assertions.assertEquals(750.0, obj.getTopY(), 0.01); // pageHeight - top + } + + @Test + void testReadingOrderSort() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + // Add texts in reverse order (bottom to top) + addElement(elements, "PARAGRAPH", "text", "Third", 0, 100, 700, 100, 50); // bottom + addElement(elements, "PARAGRAPH", "text", "First", 0, 100, 92, 100, 50); // top + addElement(elements, "PARAGRAPH", "text", "Second", 0, 100, 400, 100, 50); // middle + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(3, result.get(0).size()); + + // Should be sorted top to bottom (highest topY first) + SemanticParagraph p1 = (SemanticParagraph) result.get(0).get(0); + SemanticParagraph p2 = (SemanticParagraph) result.get(0).get(1); + SemanticParagraph p3 = (SemanticParagraph) result.get(0).get(2); + + Assertions.assertEquals("First", p1.getValue()); + Assertions.assertEquals("Second", p2.getValue()); + Assertions.assertEquals("Third", p3.getValue()); + } + + @Test + void testMixedContent() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + // Add heading at top + addElement(elements, "HEADING", "heading", "Title", 0, 100, 50, 200, 30); + + // Add paragraph in middle + addElement(elements, "PARAGRAPH", "text", "Body text", 0, 100, 150, 300, 50); + + // Add table at bottom using Hancom API structure + ObjectNode tableElement = addTableElement(elements, 0, 100, 300, 200, 150); + ArrayNode cells = addTableContentStructure(tableElement); + addTableCell(cells, "Cell", 0, 0, 1, 1, 100, 300, 200, 150); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(3, result.get(0).size()); + + // Sorted by reading order: heading (top), paragraph, table (bottom) + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticHeading); + Assertions.assertTrue(result.get(0).get(1) instanceof SemanticParagraph); + Assertions.assertTrue(result.get(0).get(2) instanceof TableBorder); + } + + @Test + void testTransformListItem() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + addElement(elements, "LIST_ITEM", "list", "First item", 0, 100, 200, 200, 30); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + // LIST_ITEM is treated as SemanticParagraph + Assertions.assertTrue(result.get(0).get(0) instanceof SemanticParagraph); + } + + @Test + void testElementMissingBbox() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + // Element without bbox - should be skipped + ObjectNode element = elements.addObject(); + element.put("id", "1"); + ObjectNode category = element.putObject("category"); + category.put("type", "PARAGRAPH"); + category.put("label", "text"); + ObjectNode content = element.putObject("content"); + content.put("text", "No position"); + element.put("pageIndex", 0); + // No bbox + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertTrue(result.get(0).isEmpty()); + } + + @Test + void testTransformPage() { + ObjectNode pageContent = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) pageContent.get("elements"); + + addElement(elements, "PARAGRAPH", "text", "Single page content", 0, 100, 100, 200, 50); + + List result = transformer.transformPage(1, pageContent, 842.0); + + Assertions.assertEquals(1, result.size()); + Assertions.assertTrue(result.get(0) instanceof SemanticParagraph); + } + + @Test + void testTransformWithHtmlContent() { + ObjectNode json = createVisualInfoDto(); + ArrayNode elements = (ArrayNode) json.get("elements"); + + // Add element with HTML content + ObjectNode element = elements.addObject(); + element.put("id", "1"); + ObjectNode category = element.putObject("category"); + category.put("type", "PARAGRAPH"); + category.put("label", "text"); + ObjectNode content = element.putObject("content"); + content.put("text", "Plain text"); + content.put("html", "

    HTML content

    "); + content.put("markdown", "**Markdown** content"); + ObjectNode bbox = element.putObject("bbox"); + bbox.put("left", 100); + bbox.put("top", 100); + bbox.put("width", 200); + bbox.put("height", 50); + element.put("pageIndex", 0); + + HybridResponse response = new HybridResponse("", json, null); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + List> result = transformer.transform(response, pageHeights); + + Assertions.assertEquals(1, result.size()); + Assertions.assertEquals(1, result.get(0).size()); + // Should use text content for SemanticParagraph + SemanticParagraph para = (SemanticParagraph) result.get(0).get(0); + Assertions.assertEquals("Plain text", para.getValue()); + } + + // Helper methods + + private ObjectNode createVisualInfoDto() { + ObjectNode json = objectMapper.createObjectNode(); + json.put("runtime", 1000); + json.put("version", "1.0"); + + ObjectNode metadata = json.putObject("metadata"); + metadata.put("fileId", "test-file-id"); + metadata.put("fileName", "test.pdf"); + + json.putArray("elements"); + + ArrayNode pageSizes = json.putArray("pageSizes"); + ObjectNode page1Size = pageSizes.addObject(); + page1Size.put("width", 612.0); + page1Size.put("height", 842.0); + + return json; + } + + private void addElement(ArrayNode elements, String type, String label, String text, + int pageIndex, double left, double top, double width, double height) { + ObjectNode element = elements.addObject(); + element.put("id", String.valueOf(elements.size())); + + ObjectNode category = element.putObject("category"); + category.put("type", type); + category.put("label", label); + + ObjectNode content = element.putObject("content"); + content.put("text", text); + + ObjectNode bbox = element.putObject("bbox"); + bbox.put("left", left); + bbox.put("top", top); + bbox.put("width", width); + bbox.put("height", height); + + element.put("pageIndex", pageIndex); + } + + private ObjectNode addTableElement(ArrayNode elements, int pageIndex, + double left, double top, double width, double height) { + ObjectNode element = elements.addObject(); + element.put("id", String.valueOf(elements.size())); + + ObjectNode category = element.putObject("category"); + category.put("type", "TABLE"); + category.put("label", "table"); + + // Create content object (not array) - will be populated by addTableContentStructure + element.putObject("content"); + + ObjectNode bbox = element.putObject("bbox"); + bbox.put("left", left); + bbox.put("top", top); + bbox.put("width", width); + bbox.put("height", height); + + element.put("pageIndex", pageIndex); + + return element; + } + + /** + * Creates the Hancom API table content structure: content.table.cells + * Returns the cells ArrayNode for adding cells. + */ + private ArrayNode addTableContentStructure(ObjectNode tableElement) { + ObjectNode content = (ObjectNode) tableElement.get("content"); + content.put("text", ""); + content.put("html", "
    "); + ObjectNode tableNode = content.putObject("table"); + return tableNode.putArray("cells"); + } + + private void addTableCell(ArrayNode cells, String text, int row, int col, + int rowSpan, int colSpan, + double left, double top, double width, double height) { + ObjectNode cell = cells.addObject(); + cell.put("cellId", row + "-" + col); + cell.put("text", text); + + ArrayNode rowspanArr = cell.putArray("rowspan"); + for (int i = 0; i < rowSpan; i++) { + rowspanArr.add(row + i); + } + + ArrayNode colspanArr = cell.putArray("colspan"); + for (int i = 0; i < colSpan; i++) { + colspanArr.add(col + i); + } + + ObjectNode bbox = cell.putObject("bbox"); + bbox.put("left", left); + bbox.put("top", top); + bbox.put("width", width); + bbox.put("height", height); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HealthCheckTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HealthCheckTest.java new file mode 100644 index 0000000..d5b2e31 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HealthCheckTest.java @@ -0,0 +1,248 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import okhttp3.OkHttpClient; +import mockwebserver3.MockResponse; +import mockwebserver3.MockWebServer; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; + +import java.io.IOException; +import java.net.ServerSocket; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * Tests for hybrid server health check (issue #225). + * + *

    Verifies that the client fails fast with a clear error message + * when the hybrid server is not available, instead of hanging for 30 seconds. + */ +class HealthCheckTest { + + private MockWebServer server; + + @BeforeEach + void setUp() throws IOException { + server = new MockWebServer(); + } + + @AfterEach + void tearDown() throws IOException { + if (server != null) { + server.close(); + } + } + + @Test + void testDoclingHealthCheckSucceeds() throws IOException { + server.start(); + server.enqueue(new MockResponse.Builder() + .body("{\"status\": \"ok\"}") + .addHeader("Content-Type", "application/json") + .build()); + + String baseUrl = stripTrailingSlash(server.url("").toString()); + DoclingFastServerClient client = new DoclingFastServerClient( + baseUrl, new OkHttpClient(), new ObjectMapper()); + + try { + assertDoesNotThrow(() -> client.checkAvailability()); + } finally { + client.shutdown(); + } + } + + @Test + void testDoclingHealthCheckFailsWhenServerDown() throws IOException { + // Find an unused port, then don't start any server on it + int unusedPort; + try (ServerSocket s = new ServerSocket(0)) { + unusedPort = s.getLocalPort(); + } + + String baseUrl = "http://localhost:" + unusedPort; + DoclingFastServerClient client = new DoclingFastServerClient( + baseUrl, new OkHttpClient(), new ObjectMapper()); + + try { + IOException exception = assertThrows(IOException.class, client::checkAvailability); + assertTrue(exception.getMessage().contains("not available"), + "Error message should indicate server is not available"); + assertTrue(exception.getMessage().contains(String.valueOf(unusedPort)), + "Error message should include the server URL"); + assertTrue(exception.getMessage().contains("opendataloader-pdf-hybrid"), + "Error message should suggest how to start the server"); + } finally { + client.shutdown(); + } + } + + @Test + void testDoclingHealthCheckFailsOnServerError() throws IOException { + server.start(); + server.enqueue(new MockResponse.Builder().code(503).build()); + + String baseUrl = stripTrailingSlash(server.url("").toString()); + DoclingFastServerClient client = new DoclingFastServerClient( + baseUrl, new OkHttpClient(), new ObjectMapper()); + + try { + IOException exception = assertThrows(IOException.class, client::checkAvailability); + assertTrue(exception.getMessage().contains("returned HTTP 503"), + "Error message should include the HTTP status code"); + assertTrue(exception.getMessage().contains("reachable but"), + "Error message should indicate server is reachable but unhealthy"); + } finally { + client.shutdown(); + } + } + + @Test + void testHancomHealthCheckSucceeds() throws IOException { + server.start(); + server.enqueue(new MockResponse.Builder().code(200).build()); + + String baseUrl = stripTrailingSlash(server.url("").toString()); + HancomClient client = new HancomClient( + baseUrl, new OkHttpClient(), new ObjectMapper()); + + try { + assertDoesNotThrow(() -> client.checkAvailability()); + } finally { + client.shutdown(); + } + } + + @Test + void testHancomHealthCheckFailsWhenServerDown() throws IOException { + int unusedPort; + try (ServerSocket s = new ServerSocket(0)) { + unusedPort = s.getLocalPort(); + } + + String baseUrl = "http://localhost:" + unusedPort; + HancomClient client = new HancomClient( + baseUrl, new OkHttpClient(), new ObjectMapper()); + + try { + IOException exception = assertThrows(IOException.class, client::checkAvailability); + assertTrue(exception.getMessage().contains("not available"), + "Error message should indicate server is not available"); + } finally { + client.shutdown(); + } + } + + @Test + void testHealthCheckTimesOutQuickly() throws IOException { + // Uses TEST-NET IP (RFC 5737) to trigger a connect timeout. + // Some CI environments may reject packets instantly instead of timing out, + // but the upper-bound assertion (< 10s) still holds in either case. + String baseUrl = "http://192.0.2.1:9999"; + DoclingFastServerClient client = new DoclingFastServerClient( + baseUrl, new OkHttpClient(), new ObjectMapper()); + + try { + long start = System.currentTimeMillis(); + assertThrows(IOException.class, client::checkAvailability); + long elapsed = System.currentTimeMillis() - start; + + // Should fail within ~5 seconds (3s timeout + overhead), not 30 seconds + assertTrue(elapsed < 10_000, + "Health check should timeout quickly, took " + elapsed + "ms"); + } finally { + client.shutdown(); + } + } + + // -- fetchHealth() on HancomAIClient ------------------------------------ + // + // checkAvailability() above is the fail-fast probe used before the run + // starts; fetchHealth() is the best-effort snapshot captured during the + // run for downstream tooling to attach to its evidence report. It must + // never throw — a null return is the documented signal that the backend + // doesn't expose /health or returned something unreadable. + + @Test + void testHancomFetchHealthReturnsParsedJsonOnSuccess() throws IOException { + server.start(); + server.enqueue(new MockResponse.Builder() + .body("{\"hardware\":{\"cpu\":\"Xeon\"},\"backend_version\":\"v1\"}") + .addHeader("Content-Type", "application/json") + .build()); + + String baseUrl = stripTrailingSlash(server.url("").toString()); + HancomAIClient client = new HancomAIClient( + baseUrl, new OkHttpClient(), new ObjectMapper()); + + JsonNode health = client.fetchHealth(); + assertNotNull(health, "expected parsed /health JSON"); + assertEquals("Xeon", health.path("hardware").path("cpu").asText()); + assertEquals("v1", health.path("backend_version").asText()); + } + + @Test + void testHancomFetchHealthReturnsNullOnNotFound() throws IOException { + server.start(); + server.enqueue(new MockResponse.Builder().code(404).build()); + + String baseUrl = stripTrailingSlash(server.url("").toString()); + HancomAIClient client = new HancomAIClient( + baseUrl, new OkHttpClient(), new ObjectMapper()); + + assertNull(client.fetchHealth(), + "non-2xx response should be treated as 'no health' (null), not throw"); + } + + @Test + void testHancomFetchHealthReturnsNullOnNonJsonBody() throws IOException { + server.start(); + server.enqueue(new MockResponse.Builder() + .body("not json at all") + .addHeader("Content-Type", "text/plain") + .build()); + + String baseUrl = stripTrailingSlash(server.url("").toString()); + HancomAIClient client = new HancomAIClient( + baseUrl, new OkHttpClient(), new ObjectMapper()); + + assertNull(client.fetchHealth(), + "unparseable body should be treated as 'no health' (null), not throw"); + } + + @Test + void testHancomFetchHealthReturnsNullWhenServerDown() throws IOException { + int unusedPort; + try (ServerSocket s = new ServerSocket(0)) { + unusedPort = s.getLocalPort(); + } + + HancomAIClient client = new HancomAIClient( + "http://localhost:" + unusedPort, new OkHttpClient(), new ObjectMapper()); + + assertNull(client.fetchHealth(), + "connection failure should be treated as 'no health' (null), not throw"); + } + + private static String stripTrailingSlash(String url) { + return url.endsWith("/") ? url.substring(0, url.length() - 1) : url; + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HybridClientFactoryTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HybridClientFactoryTest.java new file mode 100644 index 0000000..8e9d9dc --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/HybridClientFactoryTest.java @@ -0,0 +1,187 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.ValueSource; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * Unit tests for HybridClientFactory. + */ +class HybridClientFactoryTest { + + @Test + void testCreateDoclingFastClient() { + HybridConfig config = new HybridConfig(); + HybridClient client = HybridClientFactory.create("docling-fast", config); + + assertNotNull(client); + assertInstanceOf(DoclingFastServerClient.class, client); + + // Cleanup + ((DoclingFastServerClient) client).shutdown(); + } + + @Test + void testCreateDoclingFastClientCaseInsensitive() { + HybridConfig config = new HybridConfig(); + + HybridClient client1 = HybridClientFactory.create("DOCLING-FAST", config); + assertInstanceOf(DoclingFastServerClient.class, client1); + ((DoclingFastServerClient) client1).shutdown(); + + HybridClient client2 = HybridClientFactory.create("Docling-Fast", config); + assertInstanceOf(DoclingFastServerClient.class, client2); + ((DoclingFastServerClient) client2).shutdown(); + } + + @Test + void testCreateHancomClient() { + HybridConfig config = new HybridConfig(); + HybridClient client = HybridClientFactory.create("hancom", config); + + assertNotNull(client); + assertInstanceOf(HancomClient.class, client); + + // Cleanup + ((HancomClient) client).shutdown(); + } + + @Test + void testCreateHancomClientCaseInsensitive() { + HybridConfig config = new HybridConfig(); + + HybridClient client1 = HybridClientFactory.create("HANCOM", config); + assertInstanceOf(HancomClient.class, client1); + ((HancomClient) client1).shutdown(); + + HybridClient client2 = HybridClientFactory.create("Hancom", config); + assertInstanceOf(HancomClient.class, client2); + ((HancomClient) client2).shutdown(); + } + + @Test + void testCreateAzureClientThrowsUnsupported() { + HybridConfig config = new HybridConfig(); + + UnsupportedOperationException exception = assertThrows( + UnsupportedOperationException.class, + () -> HybridClientFactory.create("azure", config) + ); + + assertTrue(exception.getMessage().contains("not yet implemented")); + } + + @Test + void testCreateGoogleClientThrowsUnsupported() { + HybridConfig config = new HybridConfig(); + + UnsupportedOperationException exception = assertThrows( + UnsupportedOperationException.class, + () -> HybridClientFactory.create("google", config) + ); + + assertTrue(exception.getMessage().contains("not yet implemented")); + } + + @ParameterizedTest + @ValueSource(strings = {"unknown", "invalid", "other", "pdf", "docling"}) + void testCreateUnknownBackendThrows(String backend) { + HybridConfig config = new HybridConfig(); + + IllegalArgumentException exception = assertThrows( + IllegalArgumentException.class, + () -> HybridClientFactory.create(backend, config) + ); + + assertTrue(exception.getMessage().contains("Unknown hybrid backend")); + assertTrue(exception.getMessage().contains(backend)); + } + + @Test + void testCreateNullBackendThrows() { + HybridConfig config = new HybridConfig(); + + assertThrows(IllegalArgumentException.class, + () -> HybridClientFactory.create(null, config)); + } + + @Test + void testCreateEmptyBackendThrows() { + HybridConfig config = new HybridConfig(); + + assertThrows(IllegalArgumentException.class, + () -> HybridClientFactory.create("", config)); + } + + @Test + void testIsSupportedDoclingFast() { + assertTrue(HybridClientFactory.isSupported("docling-fast")); + assertTrue(HybridClientFactory.isSupported("DOCLING-FAST")); + assertTrue(HybridClientFactory.isSupported("Docling-Fast")); + } + + @Test + void testIsSupportedHancom() { + assertTrue(HybridClientFactory.isSupported("hancom")); + assertTrue(HybridClientFactory.isSupported("HANCOM")); + assertTrue(HybridClientFactory.isSupported("Hancom")); + } + + @Test + void testIsSupportedUnsupportedBackends() { + assertFalse(HybridClientFactory.isSupported("docling")); + assertFalse(HybridClientFactory.isSupported("azure")); + assertFalse(HybridClientFactory.isSupported("google")); + assertFalse(HybridClientFactory.isSupported("unknown")); + } + + @Test + void testIsSupportedNullAndEmpty() { + assertFalse(HybridClientFactory.isSupported(null)); + assertFalse(HybridClientFactory.isSupported("")); + } + + @Test + void testGetSupportedBackends() { + String supported = HybridClientFactory.getSupportedBackends(); + + assertTrue(supported.contains("docling-fast")); + assertTrue(supported.contains("hancom")); + assertFalse(supported.contains("docling,")); + } + + @Test + void testGetAllKnownBackends() { + String allKnown = HybridClientFactory.getAllKnownBackends(); + + assertTrue(allKnown.contains("docling-fast")); + assertTrue(allKnown.contains("hancom")); + assertTrue(allKnown.contains("azure")); + assertTrue(allKnown.contains("google")); + } + + @Test + void testBackendConstants() { + assertEquals("docling-fast", HybridClientFactory.BACKEND_DOCLING_FAST); + assertEquals("hancom", HybridClientFactory.BACKEND_HANCOM); + assertEquals("azure", HybridClientFactory.BACKEND_AZURE); + assertEquals("google", HybridClientFactory.BACKEND_GOOGLE); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/MemoryPageImageCacheTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/MemoryPageImageCacheTest.java new file mode 100644 index 0000000..ac28a18 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/MemoryPageImageCacheTest.java @@ -0,0 +1,101 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import org.junit.jupiter.api.Test; + +import java.awt.image.BufferedImage; +import java.io.IOException; +import java.util.concurrent.atomic.AtomicInteger; + +import static org.junit.jupiter.api.Assertions.*; + +class MemoryPageImageCacheTest { + + private static BufferedImage createTestImage() { + return new BufferedImage(10, 10, BufferedImage.TYPE_INT_RGB); + } + + @Test + void getOrFetch_storesAndReturns() throws IOException { + try (MemoryPageImageCache cache = new MemoryPageImageCache()) { + AtomicInteger fetchCount = new AtomicInteger(0); + BufferedImage img = cache.getOrFetch(0, idx -> { + fetchCount.incrementAndGet(); + return createTestImage(); + }); + + assertNotNull(img); + assertEquals(1, fetchCount.get()); + + // Second call should use cached value, not call fetcher + BufferedImage img2 = cache.getOrFetch(0, idx -> { + fetchCount.incrementAndGet(); + return createTestImage(); + }); + + assertNotNull(img2); + assertSame(img, img2, "Should return same cached instance"); + assertEquals(1, fetchCount.get(), "Fetcher should not be called again"); + } + } + + @Test + void evict_removesEntry() throws IOException { + try (MemoryPageImageCache cache = new MemoryPageImageCache()) { + AtomicInteger fetchCount = new AtomicInteger(0); + + cache.getOrFetch(0, idx -> { + fetchCount.incrementAndGet(); + return createTestImage(); + }); + assertEquals(1, fetchCount.get()); + + cache.evict(0); + + // After eviction, fetcher should be called again + cache.getOrFetch(0, idx -> { + fetchCount.incrementAndGet(); + return createTestImage(); + }); + assertEquals(2, fetchCount.get(), "Fetcher should be called again after eviction"); + } + } + + @Test + void evict_nonExistentPage_noError() throws IOException { + try (MemoryPageImageCache cache = new MemoryPageImageCache()) { + assertDoesNotThrow(() -> cache.evict(99)); + } + } + + @Test + void close_clearsAllEntries() throws IOException { + MemoryPageImageCache cache = new MemoryPageImageCache(); + AtomicInteger fetchCount = new AtomicInteger(0); + + cache.getOrFetch(0, idx -> { fetchCount.incrementAndGet(); return createTestImage(); }); + cache.getOrFetch(1, idx -> { fetchCount.incrementAndGet(); return createTestImage(); }); + assertEquals(2, fetchCount.get()); + + cache.close(); + + // After close, fetcher should be called again for both pages + cache.getOrFetch(0, idx -> { fetchCount.incrementAndGet(); return createTestImage(); }); + cache.getOrFetch(1, idx -> { fetchCount.incrementAndGet(); return createTestImage(); }); + assertEquals(4, fetchCount.get(), "Fetcher should be called again after close"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/OcrStrategyTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/OcrStrategyTest.java new file mode 100644 index 0000000..0145b96 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/OcrStrategyTest.java @@ -0,0 +1,304 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.node.ArrayNode; +import com.fasterxml.jackson.databind.node.ObjectNode; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Nested; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.hybrid.HybridClient.HybridResponse; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +import java.util.Collections; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +import static org.assertj.core.api.Assertions.assertThat; +import static org.assertj.core.api.Assertions.assertThatThrownBy; + +/** + * Tests for OCR strategy option (HybridConfig) and OCR word data exposure + * (HancomAISchemaTransformer.getOcrWordsByPage). + */ +public class OcrStrategyTest { + + @Nested + class HybridConfigOcrStrategy { + + @Test + void defaultOcrStrategy_isAuto() { + HybridConfig config = new HybridConfig(); + assertThat(config.getOcrStrategy()).isEqualTo(HybridConfig.OCR_AUTO); + } + + @Test + void setOcrStrategy_auto() { + HybridConfig config = new HybridConfig(); + config.setOcrStrategy(HybridConfig.OCR_AUTO); + assertThat(config.getOcrStrategy()).isEqualTo("auto"); + assertThat(config.isOcrAuto()).isTrue(); + assertThat(config.isOcrForce()).isFalse(); + } + + @Test + void setOcrStrategy_force() { + HybridConfig config = new HybridConfig(); + config.setOcrStrategy(HybridConfig.OCR_FORCE); + assertThat(config.getOcrStrategy()).isEqualTo("force"); + assertThat(config.isOcrForce()).isTrue(); + assertThat(config.isOcrAuto()).isFalse(); + } + + @Test + void setOcrStrategy_off() { + HybridConfig config = new HybridConfig(); + config.setOcrStrategy(HybridConfig.OCR_AUTO); + config.setOcrStrategy(HybridConfig.OCR_OFF); + assertThat(config.getOcrStrategy()).isEqualTo("off"); + assertThat(config.isOcrAuto()).isFalse(); + assertThat(config.isOcrForce()).isFalse(); + } + + @Test + void constants_haveExpectedValues() { + assertThat(HybridConfig.OCR_OFF).isEqualTo("off"); + assertThat(HybridConfig.OCR_AUTO).isEqualTo("auto"); + assertThat(HybridConfig.OCR_FORCE).isEqualTo("force"); + } + } + + @Nested + class TransformerOcrWordsByPage { + + private HancomAISchemaTransformer transformer; + private ObjectMapper objectMapper; + + @BeforeEach + void setUp() { + transformer = new HancomAISchemaTransformer(); + objectMapper = new ObjectMapper(); + StaticLayoutContainers.setCurrentContentId(1L); + } + + @org.junit.jupiter.api.AfterEach + void tearDown() { + // Reset shared static state so later tests don't inherit our content IDs. + StaticLayoutContainers.setCurrentContentId(1L); + } + + @Test + void ocrWordsByPage_populatedAfterTransform() { + // Create a page with two DLA+OCR paragraph objects + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode pages = dlaOcr.addArray(); + ObjectNode page = pages.addObject(); + page.put("page_number", 0); + page.put("image_height", 3508); + ArrayNode objects = page.putArray("objects"); + + // Paragraph object with words array + ObjectNode obj = objects.addObject(); + obj.put("label", 2); + obj.put("ocrtext", "Hello World"); + ArrayNode bbox = obj.putArray("bbox"); + bbox.add(100); bbox.add(100); bbox.add(500); bbox.add(130); + ArrayNode words = obj.putArray("words"); + ObjectNode w1 = words.addObject(); + w1.put("text", "Hello"); + ArrayNode wb1 = w1.putArray("bbox"); + wb1.add(100); wb1.add(100); wb1.add(200); wb1.add(130); + ObjectNode w2 = words.addObject(); + w2.put("text", "World"); + ArrayNode wb2 = w2.putArray("bbox"); + wb2.add(250); wb2.add(100); wb2.add(500); wb2.add(130); + + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + HybridResponse response = new HybridResponse("", json, Collections.emptyMap()); + transformer.transform(response, pageHeights); + + Map> ocrWords = transformer.getOcrWordsByPage(); + assertThat(ocrWords).isNotNull(); + assertThat(ocrWords).containsKey(0); + assertThat(ocrWords.get(0)).hasSize(2); + assertThat(ocrWords.get(0).get(0).getText()).isEqualTo("Hello"); + assertThat(ocrWords.get(0).get(1).getText()).isEqualTo("World"); + } + + @Test + void ocrWordsByPage_fallbackToObjectLevel_whenNoWordsArray() { + // Object without words array → falls back to object-level ocrtext + bbox + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode pages = dlaOcr.addArray(); + ObjectNode page = pages.addObject(); + page.put("page_number", 0); + page.put("image_height", 3508); + ArrayNode objects = page.putArray("objects"); + + ObjectNode obj = objects.addObject(); + obj.put("label", 2); + obj.put("ocrtext", "Whole paragraph"); + ArrayNode bbox = obj.putArray("bbox"); + bbox.add(100); bbox.add(100); bbox.add(500); bbox.add(130); + + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + HybridResponse response = new HybridResponse("", json, Collections.emptyMap()); + transformer.transform(response, pageHeights); + + Map> ocrWords = transformer.getOcrWordsByPage(); + assertThat(ocrWords).containsKey(0); + assertThat(ocrWords.get(0)).hasSize(1); + assertThat(ocrWords.get(0).get(0).getText()).isEqualTo("Whole paragraph"); + } + + @Test + void ocrWordsByPage_excludesFurnitureLabels() { + // Labels 14, 15, 17 should be excluded from OCR words + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode pages = dlaOcr.addArray(); + ObjectNode page = pages.addObject(); + page.put("page_number", 0); + page.put("image_height", 3508); + ArrayNode objects = page.putArray("objects"); + + // Header (label 14) - should be excluded + ObjectNode header = objects.addObject(); + header.put("label", 14); + header.put("ocrtext", "Page Header"); + ArrayNode hbbox = header.putArray("bbox"); + hbbox.add(100); hbbox.add(10); hbbox.add(500); hbbox.add(30); + + // Actual content (label 2) - should be included + ObjectNode content = objects.addObject(); + content.put("label", 2); + content.put("ocrtext", "Content"); + ArrayNode cbbox = content.putArray("bbox"); + cbbox.add(100); cbbox.add(100); cbbox.add(500); cbbox.add(130); + + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + HybridResponse response = new HybridResponse("", json, Collections.emptyMap()); + transformer.transform(response, pageHeights); + + Map> ocrWords = transformer.getOcrWordsByPage(); + assertThat(ocrWords.get(0)).hasSize(1); + assertThat(ocrWords.get(0).get(0).getText()).isEqualTo("Content"); + } + + @Test + void ocrWordsByPage_clearedBetweenTransformCalls() { + // First transform + ObjectNode json1 = createSimpleJson("First"); + HybridResponse response1 = new HybridResponse("", json1, Collections.emptyMap()); + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + transformer.transform(response1, pageHeights); + assertThat(transformer.getOcrWordsByPage().get(0)).hasSize(1); + + // Second transform should replace previous data + ObjectNode json2 = createSimpleJson("Second"); + HybridResponse response2 = new HybridResponse("", json2, Collections.emptyMap()); + transformer.transform(response2, pageHeights); + assertThat(transformer.getOcrWordsByPage().get(0)).hasSize(1); + assertThat(transformer.getOcrWordsByPage().get(0).get(0).getText()).isEqualTo("Second"); + } + + @Test + void ocrWordsByPage_wordInfoHasBbox() { + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode pages = dlaOcr.addArray(); + ObjectNode page = pages.addObject(); + page.put("page_number", 0); + page.put("image_height", 3508); + ArrayNode objects = page.putArray("objects"); + + ObjectNode obj = objects.addObject(); + obj.put("label", 2); + obj.put("ocrtext", "Test"); + ArrayNode bbox = obj.putArray("bbox"); + bbox.add(100); bbox.add(200); bbox.add(300); bbox.add(250); + + Map pageHeights = new HashMap<>(); + pageHeights.put(1, 842.0); + + HybridResponse response = new HybridResponse("", json, Collections.emptyMap()); + transformer.transform(response, pageHeights); + + OcrWordInfo word = transformer.getOcrWordsByPage().get(0).get(0); + assertThat(word.getBbox()).isNotNull(); + // Verify bbox was converted from pixel to PDF points + // left = 100 * 72/300 = 24.0, right = 300 * 72/300 = 72.0 + assertThat(word.getBbox().getLeftX()).isCloseTo(24.0, org.assertj.core.api.Assertions.within(0.01)); + assertThat(word.getBbox().getRightX()).isCloseTo(72.0, org.assertj.core.api.Assertions.within(0.01)); + } + + private ObjectNode createSimpleJson(String text) { + ObjectNode json = objectMapper.createObjectNode(); + ArrayNode dlaOcr = json.putArray("DOCUMENT_LAYOUT_WITH_OCR"); + ArrayNode pages = dlaOcr.addArray(); + ObjectNode page = pages.addObject(); + page.put("page_number", 0); + page.put("image_height", 3508); + ArrayNode objects = page.putArray("objects"); + ObjectNode obj = objects.addObject(); + obj.put("label", 2); + obj.put("ocrtext", text); + ArrayNode bbox = obj.putArray("bbox"); + bbox.add(100); bbox.add(100); bbox.add(500); bbox.add(130); + return json; + } + } + + @Nested + class HybridSchemaTransformerDefault { + + @Test + void defaultGetOcrWordsByPage_returnsEmptyMap() { + // The interface default should return empty map + HybridSchemaTransformer transformer = new HybridSchemaTransformer() { + @Override + public List> transform(HybridResponse response, Map pageHeights) { + return Collections.emptyList(); + } + + @Override + public List transformPage(int pageNumber, com.fasterxml.jackson.databind.JsonNode pageContent, double pageHeight) { + return Collections.emptyList(); + } + + @Override + public String getBackendType() { + return "test"; + } + }; + + assertThat(transformer.getOcrWordsByPage()).isEmpty(); + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TextSimilarityTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TextSimilarityTest.java new file mode 100644 index 0000000..d7122f6 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TextSimilarityTest.java @@ -0,0 +1,84 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import org.junit.jupiter.api.Test; + +import static org.junit.jupiter.api.Assertions.*; + +class TextSimilarityTest { + + @Test + void identical_strings_return_1() { + assertEquals(1.0, TextSimilarity.similarity("hello", "hello")); + } + + @Test + void completely_different_return_low() { + assertTrue(TextSimilarity.similarity("abc", "xyz") < 0.5); + } + + @Test + void corrupted_unicode_detected() { + assertFalse(TextSimilarity.trustStream(",QWURGXFWLRQ", "Introduction", 0.5)); + } + + @Test + void similar_strings_trust_stream() { + assertTrue(TextSimilarity.trustStream("Introduction to Biology", "Introduction to Biology", 0.5)); + } + + @Test + void minor_ocr_error_still_trusts_stream() { + assertTrue(TextSimilarity.trustStream("Introduction", "Introductlon", 0.5)); + } + + @Test + void null_stream_returns_false() { + assertFalse(TextSimilarity.trustStream(null, "text", 0.5)); + } + + @Test + void null_ocr_returns_true() { + assertTrue(TextSimilarity.trustStream("text", null, 0.5)); + } + + @Test + void empty_stream_returns_false() { + assertFalse(TextSimilarity.trustStream("", "text", 0.5)); + } + + @Test + void both_null_returns_zero_similarity() { + assertEquals(0.0, TextSimilarity.similarity(null, null)); + } + + @Test + void both_empty_strings_are_identical() { + assertEquals(1.0, TextSimilarity.similarity("", "")); + } + + @Test + void one_empty_one_nonempty_returns_zero() { + assertEquals(0.0, TextSimilarity.similarity("", "hello")); + assertEquals(0.0, TextSimilarity.similarity("hello", "")); + } + + @Test + void default_threshold_is_0_5() { + assertEquals(0.5, TextSimilarity.DEFAULT_THRESHOLD); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageLoggerTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageLoggerTest.java new file mode 100644 index 0000000..6d2f436 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageLoggerTest.java @@ -0,0 +1,257 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.node.ObjectNode; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageDecision; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageResult; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageSignals; + +import java.io.IOException; +import java.io.StringWriter; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.HashMap; +import java.util.Map; + +/** + * Unit tests for TriageLogger. + */ +public class TriageLoggerTest { + + private TriageLogger triageLogger; + private ObjectMapper objectMapper; + + @BeforeEach + public void setUp() { + triageLogger = new TriageLogger(); + objectMapper = new ObjectMapper(); + } + + @Test + public void testCreateTriageJsonWithEmptyResults() throws IOException { + Map triageResults = new HashMap<>(); + + ObjectNode json = triageLogger.createTriageJson("test.pdf", "docling", triageResults); + + Assertions.assertEquals("test.pdf", json.get("document").asText()); + Assertions.assertEquals("docling", json.get("hybrid").asText()); + Assertions.assertEquals(0, json.get("triage").size()); + Assertions.assertEquals(0, json.get("summary").get("totalPages").asInt()); + Assertions.assertEquals(0, json.get("summary").get("javaPages").asInt()); + Assertions.assertEquals(0, json.get("summary").get("backendPages").asInt()); + } + + @Test + public void testCreateTriageJsonWithResults() throws IOException { + Map triageResults = new HashMap<>(); + TriageSignals signals1 = new TriageSignals(2, 45, 0.04, 0, false, false); + TriageSignals signals2 = new TriageSignals(28, 32, 0.875, 4, true, false); + + triageResults.put(0, TriageResult.java(0, 0.95, signals1)); + triageResults.put(1, TriageResult.backend(1, 0.82, signals2)); + + ObjectNode json = triageLogger.createTriageJson("example.pdf", "docling", triageResults); + + Assertions.assertEquals("example.pdf", json.get("document").asText()); + Assertions.assertEquals("docling", json.get("hybrid").asText()); + + // Check triage array + JsonNode triageArray = json.get("triage"); + Assertions.assertEquals(2, triageArray.size()); + + // Check first page (page 1, 1-indexed) + JsonNode page1 = triageArray.get(0); + Assertions.assertEquals(1, page1.get("page").asInt()); // 1-indexed + Assertions.assertEquals("JAVA", page1.get("decision").asText()); + Assertions.assertEquals(0.95, page1.get("confidence").asDouble(), 0.001); + + // Check signals for page 1 + JsonNode signals1Json = page1.get("signals"); + Assertions.assertEquals(2, signals1Json.get("lineChunkCount").asInt()); + Assertions.assertEquals(45, signals1Json.get("textChunkCount").asInt()); + Assertions.assertEquals(0.04, signals1Json.get("lineToTextRatio").asDouble(), 0.001); + Assertions.assertEquals(0, signals1Json.get("alignedLineGroups").asInt()); + Assertions.assertFalse(signals1Json.get("hasTableBorder").asBoolean()); + Assertions.assertFalse(signals1Json.get("hasSuspiciousPattern").asBoolean()); + + // Check second page (page 2, 1-indexed) + JsonNode page2 = triageArray.get(1); + Assertions.assertEquals(2, page2.get("page").asInt()); // 1-indexed + Assertions.assertEquals("BACKEND", page2.get("decision").asText()); + Assertions.assertEquals(0.82, page2.get("confidence").asDouble(), 0.001); + + // Check signals for page 2 + JsonNode signals2Json = page2.get("signals"); + Assertions.assertEquals(28, signals2Json.get("lineChunkCount").asInt()); + Assertions.assertEquals(32, signals2Json.get("textChunkCount").asInt()); + Assertions.assertEquals(0.875, signals2Json.get("lineToTextRatio").asDouble(), 0.001); + Assertions.assertEquals(4, signals2Json.get("alignedLineGroups").asInt()); + Assertions.assertTrue(signals2Json.get("hasTableBorder").asBoolean()); + Assertions.assertFalse(signals2Json.get("hasSuspiciousPattern").asBoolean()); + + // Check summary + JsonNode summary = json.get("summary"); + Assertions.assertEquals(2, summary.get("totalPages").asInt()); + Assertions.assertEquals(1, summary.get("javaPages").asInt()); + Assertions.assertEquals(1, summary.get("backendPages").asInt()); + } + + @Test + public void testToJsonString() throws IOException { + Map triageResults = new HashMap<>(); + TriageSignals signals = TriageSignals.empty(); + triageResults.put(0, TriageResult.java(0, 0.9, signals)); + + String jsonString = triageLogger.toJsonString("test.pdf", "docling", triageResults); + + // Verify it's valid JSON + JsonNode json = objectMapper.readTree(jsonString); + Assertions.assertEquals("test.pdf", json.get("document").asText()); + Assertions.assertEquals("docling", json.get("hybrid").asText()); + } + + @Test + public void testLogToWriter() throws IOException { + Map triageResults = new HashMap<>(); + TriageSignals signals = new TriageSignals(5, 20, 0.2, 1, false, true); + triageResults.put(0, TriageResult.backend(0, 0.85, signals)); + + StringWriter writer = new StringWriter(); + triageLogger.logToWriter(writer, "output.pdf", "docling", triageResults); + + String jsonString = writer.toString(); + JsonNode json = objectMapper.readTree(jsonString); + + Assertions.assertEquals("output.pdf", json.get("document").asText()); + Assertions.assertEquals(1, json.get("triage").size()); + Assertions.assertTrue(json.get("triage").get(0).get("signals").get("hasSuspiciousPattern").asBoolean()); + } + + @Test + public void testLogToFile(@TempDir Path tempDir) throws IOException { + Map triageResults = new HashMap<>(); + TriageSignals signals1 = TriageSignals.empty(); + TriageSignals signals2 = new TriageSignals(10, 10, 0.5, 3, true, false); + TriageSignals signals3 = TriageSignals.empty(); + + triageResults.put(0, TriageResult.java(0, 0.9, signals1)); + triageResults.put(1, TriageResult.backend(1, 0.95, signals2)); + triageResults.put(2, TriageResult.java(2, 0.88, signals3)); + + triageLogger.logToFile(tempDir, "document.pdf", "docling", triageResults); + + // Verify file was created + Path outputPath = tempDir.resolve(TriageLogger.DEFAULT_FILENAME); + Assertions.assertTrue(Files.exists(outputPath)); + + // Verify content + String content = Files.readString(outputPath); + JsonNode json = objectMapper.readTree(content); + + Assertions.assertEquals("document.pdf", json.get("document").asText()); + Assertions.assertEquals("docling", json.get("hybrid").asText()); + Assertions.assertEquals(3, json.get("triage").size()); + Assertions.assertEquals(3, json.get("summary").get("totalPages").asInt()); + Assertions.assertEquals(2, json.get("summary").get("javaPages").asInt()); + Assertions.assertEquals(1, json.get("summary").get("backendPages").asInt()); + } + + @Test + public void testPageOrdering() throws IOException { + Map triageResults = new HashMap<>(); + TriageSignals signals = TriageSignals.empty(); + + // Add pages in non-sequential order + triageResults.put(4, TriageResult.java(4, 0.9, signals)); + triageResults.put(0, TriageResult.java(0, 0.9, signals)); + triageResults.put(2, TriageResult.backend(2, 0.8, signals)); + triageResults.put(1, TriageResult.java(1, 0.9, signals)); + triageResults.put(3, TriageResult.backend(3, 0.85, signals)); + + ObjectNode json = triageLogger.createTriageJson("test.pdf", "docling", triageResults); + JsonNode triageArray = json.get("triage"); + + // Verify pages are in ascending order (1-indexed) + Assertions.assertEquals(1, triageArray.get(0).get("page").asInt()); + Assertions.assertEquals(2, triageArray.get(1).get("page").asInt()); + Assertions.assertEquals(3, triageArray.get(2).get("page").asInt()); + Assertions.assertEquals(4, triageArray.get(3).get("page").asInt()); + Assertions.assertEquals(5, triageArray.get(4).get("page").asInt()); + } + + @Test + public void testDifferentHybridBackends() throws IOException { + Map triageResults = new HashMap<>(); + TriageSignals signals = TriageSignals.empty(); + triageResults.put(0, TriageResult.java(0, 0.9, signals)); + + // Test with different backends + ObjectNode doclingJson = triageLogger.createTriageJson("test.pdf", "docling", triageResults); + Assertions.assertEquals("docling", doclingJson.get("hybrid").asText()); + + ObjectNode hancomJson = triageLogger.createTriageJson("test.pdf", "hancom", triageResults); + Assertions.assertEquals("hancom", hancomJson.get("hybrid").asText()); + + ObjectNode azureJson = triageLogger.createTriageJson("test.pdf", "azure", triageResults); + Assertions.assertEquals("azure", azureJson.get("hybrid").asText()); + } + + @Test + public void testSummaryWithAllJavaPages() throws IOException { + Map triageResults = new HashMap<>(); + TriageSignals signals = TriageSignals.empty(); + + for (int i = 0; i < 5; i++) { + triageResults.put(i, TriageResult.java(i, 0.9, signals)); + } + + ObjectNode json = triageLogger.createTriageJson("test.pdf", "docling", triageResults); + JsonNode summary = json.get("summary"); + + Assertions.assertEquals(5, summary.get("totalPages").asInt()); + Assertions.assertEquals(5, summary.get("javaPages").asInt()); + Assertions.assertEquals(0, summary.get("backendPages").asInt()); + } + + @Test + public void testSummaryWithAllBackendPages() throws IOException { + Map triageResults = new HashMap<>(); + TriageSignals signals = new TriageSignals(10, 5, 0.67, 4, true, true); + + for (int i = 0; i < 3; i++) { + triageResults.put(i, TriageResult.backend(i, 0.9, signals)); + } + + ObjectNode json = triageLogger.createTriageJson("test.pdf", "docling", triageResults); + JsonNode summary = json.get("summary"); + + Assertions.assertEquals(3, summary.get("totalPages").asInt()); + Assertions.assertEquals(0, summary.get("javaPages").asInt()); + Assertions.assertEquals(3, summary.get("backendPages").asInt()); + } + + @Test + public void testDefaultFilename() { + Assertions.assertEquals("triage.json", TriageLogger.DEFAULT_FILENAME); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageProcessorIntegrationTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageProcessorIntegrationTest.java new file mode 100644 index 0000000..e76377e --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageProcessorIntegrationTest.java @@ -0,0 +1,234 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageDecision; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageResult; +import org.opendataloader.pdf.processors.ContentFilterProcessor; +import org.opendataloader.pdf.processors.DocumentProcessor; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.HashSet; +import java.util.List; +import java.util.Set; + +/** + * Integration test for TriageProcessor accuracy using real benchmark PDFs. + * + *

    This test loads actual PDF files and measures triage accuracy + * against known ground truth (documents with tables). + */ +public class TriageProcessorIntegrationTest { + + private static final Path BENCHMARK_PDF_DIR = Paths.get("../../tests/benchmark/pdfs"); + + /** + * Documents that have tables (from TriageProcessorBenchmarkTest). + */ + private static final Set DOCUMENTS_WITH_TABLES = new HashSet<>(Arrays.asList( + "01030000000045", "01030000000046", "01030000000047", "01030000000051", + "01030000000052", "01030000000053", "01030000000064", "01030000000078", + "01030000000081", "01030000000082", "01030000000083", "01030000000084", + "01030000000088", "01030000000089", "01030000000090", "01030000000110", + "01030000000116", "01030000000117", "01030000000119", "01030000000120", + "01030000000121", "01030000000122", "01030000000127", "01030000000128", + "01030000000130", "01030000000132", "01030000000146", "01030000000147", + "01030000000149", "01030000000150", "01030000000165", "01030000000166", + "01030000000170", "01030000000178", "01030000000180", "01030000000182", + "01030000000187", "01030000000188", "01030000000189", "01030000000190", + "01030000000197", "01030000000200" + )); + + private static boolean benchmarkPdfsAvailable = false; + + /** + * Minimum file size to consider a PDF valid (not a Git LFS stub). + * Git LFS stubs are typically small text files (~130 bytes). + */ + private static final long MIN_PDF_SIZE = 1024; + + @BeforeAll + static void checkBenchmarkDir() { + if (!Files.exists(BENCHMARK_PDF_DIR) || !Files.isDirectory(BENCHMARK_PDF_DIR)) { + System.out.println("Benchmark PDF directory not found: " + BENCHMARK_PDF_DIR.toAbsolutePath()); + System.out.println("Skipping integration tests. Run 'git lfs pull' to fetch test PDFs."); + return; + } + + // Check if PDFs are actual files (not Git LFS stubs) + File samplePdf = BENCHMARK_PDF_DIR.resolve("01030000000001.pdf").toFile(); + if (samplePdf.exists() && samplePdf.length() > MIN_PDF_SIZE) { + benchmarkPdfsAvailable = true; + } else { + System.out.println("Benchmark PDFs appear to be Git LFS stubs (size: " + + (samplePdf.exists() ? samplePdf.length() : 0) + " bytes)"); + System.out.println("Skipping integration tests. Run 'git lfs pull' to fetch actual PDFs."); + } + } + + @Test + public void testTriageAccuracyOnBenchmarkPDFs() throws IOException { + if (!benchmarkPdfsAvailable) { + System.out.println("Skipping test: benchmark PDFs not available"); + return; + } + + File[] pdfFiles = BENCHMARK_PDF_DIR.toFile().listFiles((dir, name) -> name.endsWith(".pdf")); + if (pdfFiles == null || pdfFiles.length == 0) { + System.out.println("No PDF files found in benchmark directory"); + return; + } + + int tp = 0, fp = 0, fn = 0, tn = 0; + List falseNegatives = new ArrayList<>(); + List falsePositives = new ArrayList<>(); + + for (File pdfFile : pdfFiles) { + String docId = pdfFile.getName().replace(".pdf", ""); + boolean hasTable = DOCUMENTS_WITH_TABLES.contains(docId); + + try { + TriageDecision decision = triageDocument(pdfFile); + boolean predictedTable = (decision == TriageDecision.BACKEND); + + if (hasTable && predictedTable) { + tp++; + } else if (!hasTable && predictedTable) { + fp++; + falsePositives.add(docId); + } else if (hasTable && !predictedTable) { + fn++; + falseNegatives.add(docId); + } else { + tn++; + } + } catch (Exception e) { + System.err.println("Error processing " + docId + ": " + e.getMessage()); + } + } + + // Calculate metrics + double precision = tp + fp > 0 ? (double) tp / (tp + fp) : 0; + double recall = tp + fn > 0 ? (double) tp / (tp + fn) : 0; + double f1 = precision + recall > 0 ? 2 * precision * recall / (precision + recall) : 0; + double accuracy = (double) (tp + tn) / (tp + tn + fp + fn); + + // Print results + System.out.println("\n========== Triage Accuracy Results =========="); + System.out.println("Total documents: " + (tp + tn + fp + fn)); + System.out.println("Documents with tables: " + DOCUMENTS_WITH_TABLES.size()); + System.out.println(); + System.out.println("Confusion Matrix:"); + System.out.println(" TP (correct BACKEND): " + tp); + System.out.println(" TN (correct JAVA): " + tn); + System.out.println(" FP (wrong BACKEND): " + fp); + System.out.println(" FN (wrong JAVA): " + fn); + System.out.println(); + System.out.printf("Precision: %.2f%% (%d/%d)%n", precision * 100, tp, tp + fp); + System.out.printf("Recall: %.2f%% (%d/%d)%n", recall * 100, tp, tp + fn); + System.out.printf("F1 Score: %.2f%%%n", f1 * 100); + System.out.printf("Accuracy: %.2f%%%n", accuracy * 100); + System.out.println(); + + if (!falseNegatives.isEmpty()) { + System.out.println("False Negatives (missed tables): " + falseNegatives); + } + if (!falsePositives.isEmpty()) { + System.out.println("False Positives (wrong detection): " + falsePositives); + } + System.out.println("==============================================\n"); + + // Assertions - prioritize recall (minimize FN) over precision + // False negatives are worse than false positives because: + // - FN: Tables are missed and processed incorrectly by Java path + // - FP: Backend processes correctly, just slightly slower + Assertions.assertTrue(recall >= 0.90, "Recall should be at least 90%, was: " + recall); + // Precision threshold is lower because FP is acceptable (backend handles it) + Assertions.assertTrue(precision >= 0.20, "Precision should be at least 20%, was: " + precision); + } + + /** + * Triage a single document and return the decision. + * Returns BACKEND if any page is routed to BACKEND. + */ + private TriageDecision triageDocument(File pdfFile) throws IOException { + String pdfPath = pdfFile.getAbsolutePath(); + Config config = new Config(); + + // Use DocumentProcessor.preprocessing to properly initialize + DocumentProcessor.preprocessing(pdfPath, config); + + int numPages = StaticContainers.getDocument().getNumberOfPages(); + + for (int pageNum = 0; pageNum < numPages; pageNum++) { + // Filter page contents + List filteredContents = ContentFilterProcessor.getFilteredContents( + pdfPath, + StaticContainers.getDocument().getArtifacts(pageNum), + pageNum, + config + ); + + // Triage the page + TriageResult result = TriageProcessor.classifyPage( + filteredContents, pageNum, new HybridConfig() + ); + + // If any page is BACKEND, the whole document needs BACKEND + if (result.getDecision() == TriageDecision.BACKEND) { + return TriageDecision.BACKEND; + } + } + + return TriageDecision.JAVA; + } + + @Test + public void testSingleDocumentTriage() throws IOException { + if (!benchmarkPdfsAvailable) { + return; + } + + // Test a known table document + File tableDoc = BENCHMARK_PDF_DIR.resolve("01030000000045.pdf").toFile(); + if (tableDoc.exists()) { + TriageDecision decision = triageDocument(tableDoc); + // This document has a table, so it should ideally be BACKEND + Assertions.assertEquals(TriageDecision.BACKEND, decision, + "Document 01030000000045 has a table and should be routed to BACKEND"); + } + + // Test a known non-table document + File nonTableDoc = BENCHMARK_PDF_DIR.resolve("01030000000001.pdf").toFile(); + if (nonTableDoc.exists()) { + TriageDecision decision = triageDocument(nonTableDoc); + Assertions.assertEquals(TriageDecision.JAVA, decision, + "Document 01030000000001 has no table and should be routed to JAVA"); + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageProcessorTest.java new file mode 100644 index 0000000..dcd2ee6 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/hybrid/TriageProcessorTest.java @@ -0,0 +1,396 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.hybrid; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageDecision; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageResult; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageSignals; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageThresholds; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.TableBordersCollection; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.SortedSet; +import java.util.TreeSet; + +/** + * Unit tests for TriageProcessor. + */ +public class TriageProcessorTest { + + @BeforeEach + public void setUp() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.clearContainers(); + StaticLayoutContainers.setCurrentContentId(1L); + StaticContainers.setTableBordersCollection(new TableBordersCollection()); + } + + @Test + public void testEmptyContentReturnsJava() { + List contents = new ArrayList<>(); + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.JAVA, result.getDecision()); + Assertions.assertEquals(0, result.getPageNumber()); + Assertions.assertTrue(result.getConfidence() > 0.5); + Assertions.assertEquals(0, result.getSignals().getLineChunkCount()); + Assertions.assertEquals(0, result.getSignals().getTextChunkCount()); + } + + @Test + public void testNullContentReturnsJava() { + TriageResult result = TriageProcessor.classifyPage(null, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.JAVA, result.getDecision()); + Assertions.assertEquals(0, result.getSignals().getLineChunkCount()); + } + + @Test + public void testSimpleTextReturnsJava() { + List contents = new ArrayList<>(); + // Add simple text chunks in normal reading order + contents.add(createTextChunk(10, 100, 200, 120, "Hello")); + contents.add(createTextChunk(10, 80, 200, 100, "World")); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.JAVA, result.getDecision()); + Assertions.assertEquals(2, result.getSignals().getTextChunkCount()); + Assertions.assertEquals(0, result.getSignals().getLineChunkCount()); + Assertions.assertFalse(result.getSignals().hasTableBorder()); + } + + @Test + public void testHighLineRatioReturnsBackend() { + List contents = new ArrayList<>(); + // Add one text chunk + contents.add(createTextChunk(10, 100, 200, 120, "Header")); + // Add multiple line chunks (> 30% of total) + contents.add(createLineChunk(10, 90, 200, 90)); + contents.add(createLineChunk(10, 80, 200, 80)); + contents.add(createLineChunk(10, 70, 200, 70)); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.BACKEND, result.getDecision()); + Assertions.assertEquals(3, result.getSignals().getLineChunkCount()); + Assertions.assertEquals(1, result.getSignals().getTextChunkCount()); + Assertions.assertTrue(result.getSignals().getLineToTextRatio() > 0.3); + } + + @Test + public void testTableBorderPresenceReturnsBackend() { + // Set up TableBordersCollection with a table on page 0 + TableBordersCollection collection = new TableBordersCollection(); + StaticContainers.setTableBordersCollection(collection); + + // Create a 2x2 table border + TableBorder tableBorder = new TableBorder(2, 2); + tableBorder.setRecognizedStructureId(1L); + tableBorder.setBoundingBox(new BoundingBox(0, 10.0, 10.0, 100.0, 100.0)); + setupTableBorderRows(tableBorder); + + SortedSet tables = new TreeSet<>(new TableBorder.TableBordersComparator()); + tables.add(tableBorder); + collection.getTableBorders().add(tables); + + List contents = new ArrayList<>(); + contents.add(createTextChunk(20, 20, 50, 40, "Cell")); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.BACKEND, result.getDecision()); + Assertions.assertTrue(result.getSignals().hasTableBorder()); + Assertions.assertEquals(1.0, result.getConfidence()); + } + + @Test + public void testSuspiciousPatternDetectedButDisabled() { + // Note: SuspiciousPattern signal is disabled (Experiment 003, 2026-01-03) + // Signal is still detected but doesn't trigger BACKEND routing + List contents = new ArrayList<>(); + // Add text chunks on the same baseline with large gap (table-like pattern) + contents.add(createTextChunk(10, 100, 50, 120, "Col1")); + contents.add(createTextChunk(200, 100, 250, 120, "Col2")); // Large horizontal gap + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + // Signal is detected but routing to JAVA (signal disabled) + Assertions.assertEquals(TriageDecision.JAVA, result.getDecision()); + Assertions.assertTrue(result.getSignals().hasSuspiciousPattern()); + } + + @Test + public void testAlignedLineGroupsDetectedButDisabled() { + // Note: AlignedLineGroups signal is disabled (Experiment 004D, 2026-01-03) + // Signal is still detected but doesn't trigger BACKEND routing + List contents = new ArrayList<>(); + TriageThresholds thresholds = new TriageThresholds(); + thresholds.setAlignedLineGroupsThreshold(3); + thresholds.setGridGapMultiplier(3.0); + + // Create three rows of aligned text with gaps (table-like structure) + // Row 1 + contents.add(createTextChunk(10, 100, 50, 120, "A1")); + contents.add(createTextChunk(200, 100, 250, 120, "B1")); + + // Row 2 + contents.add(createTextChunk(10, 70, 50, 90, "A2")); + contents.add(createTextChunk(200, 70, 250, 90, "B2")); + + // Row 3 + contents.add(createTextChunk(10, 40, 50, 60, "A3")); + contents.add(createTextChunk(200, 40, 250, 60, "B3")); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, thresholds); + + // Signal is detected but routing to JAVA (signal disabled) + Assertions.assertEquals(TriageDecision.JAVA, result.getDecision()); + Assertions.assertTrue(result.getSignals().getAlignedLineGroups() >= 3); + } + + @Test + public void testTriageAllPagesWithMap() { + Map> pageContents = new HashMap<>(); + + // Page 0: Simple text + List page0 = new ArrayList<>(); + page0.add(createTextChunk(10, 100, 200, 120, "Simple")); + pageContents.put(0, page0); + + // Page 1: High line ratio (should route to backend) + List page1 = new ArrayList<>(); + page1.add(createTextChunk(10, 100, 200, 120, "Header")); + page1.add(createLineChunk(10, 90, 200, 90)); + page1.add(createLineChunk(10, 80, 200, 80)); + page1.add(createLineChunk(10, 70, 200, 70)); + pageContents.put(1, page1); + + Map results = TriageProcessor.triageAllPages(pageContents, new HybridConfig()); + + Assertions.assertEquals(2, results.size()); + Assertions.assertEquals(TriageDecision.JAVA, results.get(0).getDecision()); + Assertions.assertEquals(TriageDecision.BACKEND, results.get(1).getDecision()); + } + + @Test + public void testTriageAllPagesWithList() { + List> pagesContents = new ArrayList<>(); + + // Page 0: Simple text + List page0 = new ArrayList<>(); + page0.add(createTextChunk(10, 100, 200, 120, "Simple")); + pagesContents.add(page0); + + // Page 1: Empty (should route to Java) + pagesContents.add(new ArrayList<>()); + + Map results = TriageProcessor.triageAllPages(pagesContents, new HybridConfig()); + + Assertions.assertEquals(2, results.size()); + Assertions.assertEquals(TriageDecision.JAVA, results.get(0).getDecision()); + Assertions.assertEquals(TriageDecision.JAVA, results.get(1).getDecision()); + } + + @Test + public void testCustomThresholds() { + List contents = new ArrayList<>(); + // Add line chunks that would trigger BACKEND with default threshold (0.3) + // but not with raised threshold (0.5) + contents.add(createTextChunk(10, 100, 200, 120, "Text1")); + contents.add(createTextChunk(10, 80, 200, 100, "Text2")); + contents.add(createLineChunk(10, 70, 200, 70)); + + // With default threshold (0.3), line ratio is 1/3 = 0.33 > 0.3 -> BACKEND + TriageThresholds defaultThresholds = new TriageThresholds(); + TriageResult result1 = TriageProcessor.classifyPage(contents, 0, defaultThresholds); + Assertions.assertEquals(TriageDecision.BACKEND, result1.getDecision()); + + // With raised threshold (0.5), line ratio is 0.33 < 0.5 -> JAVA + TriageThresholds raisedThresholds = new TriageThresholds(); + raisedThresholds.setLineRatioThreshold(0.5); + TriageResult result2 = TriageProcessor.classifyPage(contents, 0, raisedThresholds); + Assertions.assertEquals(TriageDecision.JAVA, result2.getDecision()); + } + + @Test + public void testOutOfReadingOrderReturnsBackend() { + List contents = new ArrayList<>(); + // Text chunks with overlapping Y coordinates (out of normal reading order) + // This pattern suggests multi-column or table layout + contents.add(createTextChunk(10, 80, 50, 100, "First")); + contents.add(createTextChunk(10, 110, 50, 130, "Overlapping")); // topY(130) > bottomY of first(100) but < topY(100) + + // The second chunk's topY (130) is above the first chunk's bottomY (100) + // which indicates out of reading order + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + // This should detect the overlapping pattern + Assertions.assertNotNull(result); + Assertions.assertNotNull(result.getSignals()); + } + + @Test + public void testTriageSignalsEmpty() { + TriageSignals signals = TriageSignals.empty(); + + Assertions.assertEquals(0, signals.getLineChunkCount()); + Assertions.assertEquals(0, signals.getTextChunkCount()); + Assertions.assertEquals(0.0, signals.getLineToTextRatio()); + Assertions.assertEquals(0, signals.getAlignedLineGroups()); + Assertions.assertFalse(signals.hasTableBorder()); + Assertions.assertFalse(signals.hasSuspiciousPattern()); + } + + @Test + public void testTriageResultFactoryMethods() { + TriageSignals signals = TriageSignals.empty(); + + TriageResult javaResult = TriageResult.java(5, 0.95, signals); + Assertions.assertEquals(5, javaResult.getPageNumber()); + Assertions.assertEquals(TriageDecision.JAVA, javaResult.getDecision()); + Assertions.assertEquals(0.95, javaResult.getConfidence()); + + TriageResult backendResult = TriageResult.backend(3, 0.8, signals); + Assertions.assertEquals(3, backendResult.getPageNumber()); + Assertions.assertEquals(TriageDecision.BACKEND, backendResult.getDecision()); + Assertions.assertEquals(0.8, backendResult.getConfidence()); + } + + @Test + public void testThresholdsGettersAndSetters() { + TriageThresholds thresholds = new TriageThresholds(); + + // Test defaults + Assertions.assertEquals(TriageProcessor.DEFAULT_LINE_RATIO_THRESHOLD, + thresholds.getLineRatioThreshold()); + Assertions.assertEquals(TriageProcessor.DEFAULT_ALIGNED_LINE_GROUPS_THRESHOLD, + thresholds.getAlignedLineGroupsThreshold()); + Assertions.assertEquals(TriageProcessor.DEFAULT_GRID_GAP_MULTIPLIER, + thresholds.getGridGapMultiplier()); + + // Test setters + thresholds.setLineRatioThreshold(0.5); + thresholds.setAlignedLineGroupsThreshold(5); + thresholds.setGridGapMultiplier(4.0); + + Assertions.assertEquals(0.5, thresholds.getLineRatioThreshold()); + Assertions.assertEquals(5, thresholds.getAlignedLineGroupsThreshold()); + Assertions.assertEquals(4.0, thresholds.getGridGapMultiplier()); + } + + @Test + public void testExtractSignalsDirectly() { + List contents = new ArrayList<>(); + contents.add(createTextChunk(10, 100, 200, 120, "Hello")); + contents.add(createLineChunk(10, 90, 200, 90)); + + TriageThresholds thresholds = new TriageThresholds(); + TriageSignals signals = TriageProcessor.extractSignals(contents, 0, thresholds); + + Assertions.assertEquals(1, signals.getLineChunkCount()); + Assertions.assertEquals(1, signals.getTextChunkCount()); + Assertions.assertEquals(0.5, signals.getLineToTextRatio(), 0.01); + } + + @Test + public void testClassifyPageHighReplacementRatioRoutesToBackend() { + StaticLayoutContainers.clearContainers(); + StaticLayoutContainers.setReplacementCharRatio(0, 0.5); + + List contents = new ArrayList<>(); + contents.add(createTextChunk(10, 100, 200, 120, "text")); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.BACKEND, result.getDecision()); + Assertions.assertEquals(1.0, result.getConfidence(), 0.001); + } + + @Test + public void testClassifyPageLowReplacementRatioNoEffect() { + StaticLayoutContainers.clearContainers(); + StaticLayoutContainers.setReplacementCharRatio(0, 0.1); + + List contents = new ArrayList<>(); + contents.add(createTextChunk(10, 100, 200, 120, "normal text")); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.JAVA, result.getDecision()); + } + + @Test + public void testClassifyPageExactThresholdRoutesToBackend() { + StaticLayoutContainers.clearContainers(); + StaticLayoutContainers.setReplacementCharRatio(0, 0.3); + + List contents = new ArrayList<>(); + contents.add(createTextChunk(10, 100, 200, 120, "text")); + + TriageResult result = TriageProcessor.classifyPage(contents, 0, new HybridConfig()); + + Assertions.assertEquals(TriageDecision.BACKEND, result.getDecision()); + Assertions.assertEquals(1.0, result.getConfidence(), 0.001); + } + + // Helper methods + + private TextChunk createTextChunk(double leftX, double bottomY, double rightX, double topY, String text) { + BoundingBox bbox = new BoundingBox(0, leftX, bottomY, rightX, topY); + TextChunk chunk = new TextChunk(bbox, text, topY - bottomY, bottomY); + chunk.adjustSymbolEndsToBoundingBox(null); + return chunk; + } + + private LineChunk createLineChunk(double x1, double y1, double x2, double y2) { + return new LineChunk(0, x1, y1, x2, y2); + } + + private void setupTableBorderRows(TableBorder tableBorder) { + TableBorderRow row1 = new TableBorderRow(0, 2, 0L); + row1.setBoundingBox(new BoundingBox(0, 10.0, 55.0, 100.0, 100.0)); + row1.getCells()[0] = new TableBorderCell(0, 0, 1, 1, 0L); + row1.getCells()[0].setBoundingBox(new BoundingBox(0, 10.0, 55.0, 55.0, 100.0)); + row1.getCells()[1] = new TableBorderCell(0, 1, 1, 1, 0L); + row1.getCells()[1].setBoundingBox(new BoundingBox(0, 55.0, 55.0, 100.0, 100.0)); + tableBorder.getRows()[0] = row1; + + TableBorderRow row2 = new TableBorderRow(1, 2, 0L); + row2.setBoundingBox(new BoundingBox(0, 10.0, 10.0, 100.0, 55.0)); + row2.getCells()[0] = new TableBorderCell(1, 0, 1, 1, 0L); + row2.getCells()[0].setBoundingBox(new BoundingBox(0, 10.0, 10.0, 55.0, 55.0)); + row2.getCells()[1] = new TableBorderCell(1, 1, 1, 1, 0L); + row2.getCells()[1].setBoundingBox(new BoundingBox(0, 55.0, 10.0, 100.0, 55.0)); + tableBorder.getRows()[1] = row2; + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/json/serializers/ElementMetadataSerializerTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/json/serializers/ElementMetadataSerializerTest.java new file mode 100644 index 0000000..f9844b3 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/json/serializers/ElementMetadataSerializerTest.java @@ -0,0 +1,236 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonProcessingException; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.module.SimpleModule; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.hybrid.ElementMetadata; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +import java.util.HashMap; +import java.util.Map; + +import static org.junit.jupiter.api.Assertions.*; + +class ElementMetadataSerializerTest { + + private ObjectMapper objectMapper; + + @BeforeEach + void setUp() { + objectMapper = new ObjectMapper(); + SimpleModule module = new SimpleModule(); + module.addSerializer(SemanticHeading.class, new HeadingSerializer(SemanticHeading.class)); + module.addSerializer(Double.class, new DoubleSerializer(Double.class)); + objectMapper.registerModule(module); + } + + @AfterEach + void tearDown() { + SerializerUtil.clearElementMetadata(); + } + + private SemanticHeading createHeading(long id) { + SemanticHeading heading = new SemanticHeading(); + heading.setBoundingBox(new BoundingBox(0, 0, 0, 100, 100)); + heading.setRecognizedStructureId(id); + heading.setHeadingLevel(2); + return heading; + } + + @Test + void testMetadataWrittenWhenPresent() throws JsonProcessingException { + long id = 42L; + Map metadata = new HashMap<>(); + metadata.put(id, new ElementMetadata() + .setAiScore(0.85) + .setSourceLabel(3)); + SerializerUtil.setElementMetadata(metadata); + + SemanticHeading heading = createHeading(id); + String json = objectMapper.writeValueAsString(heading); + + assertTrue(json.contains("\"ai_score\":0.85"), "Should contain ai_score field"); + assertTrue(json.contains("\"source label\":3"), "Should contain source label field"); + } + + @Test + void testNoMetadataFieldsWhenMapEmpty() throws JsonProcessingException { + // No metadata set — backward compat + SemanticHeading heading = createHeading(42L); + String json = objectMapper.writeValueAsString(heading); + + assertFalse(json.contains("\"ai_score\""), "Should not contain ai_score without metadata"); + assertFalse(json.contains("\"source label\""), "Should not contain source label without metadata"); + } + + @Test + void testAiScoreOmittedWhenUnset() throws JsonProcessingException { + long id = 10L; + Map metadata = new HashMap<>(); + // No setAiScore() — leaves the sentinel default (-1.0) + metadata.put(id, new ElementMetadata() + .setSourceLabel(5)); + SerializerUtil.setElementMetadata(metadata); + + SemanticHeading heading = createHeading(id); + String json = objectMapper.writeValueAsString(heading); + + assertFalse(json.contains("\"ai_score\""), "ai_score should be omitted when not provided"); + assertTrue(json.contains("\"source label\":5"), "source label should still appear"); + } + + @Test + void testSourceLabelOmittedWhenNegative() throws JsonProcessingException { + long id = 11L; + Map metadata = new HashMap<>(); + metadata.put(id, new ElementMetadata() + .setAiScore(0.5) + .setSourceLabel(-1)); + SerializerUtil.setElementMetadata(metadata); + + SemanticHeading heading = createHeading(id); + String json = objectMapper.writeValueAsString(heading); + + assertTrue(json.contains("\"ai_score\":0.5")); + assertFalse(json.contains("\"source label\""), "sourceLabel=-1 should be omitted"); + } + + @Test + void testHeadingInferenceMetadata() throws JsonProcessingException { + long id = 20L; + Map metadata = new HashMap<>(); + metadata.put(id, new ElementMetadata() + .setHeadingInferenceMethod("bbox-height") + .setBboxHeightPx(24.5)); + SerializerUtil.setElementMetadata(metadata); + + SemanticHeading heading = createHeading(id); + String json = objectMapper.writeValueAsString(heading); + + assertTrue(json.contains("\"heading inference\""), "Should contain heading inference block"); + assertTrue(json.contains("\"method\":\"bbox-height\"")); + assertTrue(json.contains("\"bbox height px\":24.5")); + } + + @Test + void testTsrMetadata() throws JsonProcessingException { + long id = 30L; + Map metadata = new HashMap<>(); + ElementMetadata.TsrMetadata tsr = new ElementMetadata.TsrMetadata() + .setNumCells(12) + .setHtml("
    a
    ") + .setRunTimeMs(150); + metadata.put(id, new ElementMetadata().setTsr(tsr)); + SerializerUtil.setElementMetadata(metadata); + + SemanticHeading heading = createHeading(id); + String json = objectMapper.writeValueAsString(heading); + + assertTrue(json.contains("\"tsr\"")); + assertTrue(json.contains("\"num cells\":12")); + assertTrue(json.contains("\"html\"")); + assertTrue(json.contains("\"run time ms\":150")); + } + + @Test + void testCaptionMetadata() throws JsonProcessingException { + long id = 40L; + Map metadata = new HashMap<>(); + ElementMetadata.CaptionMetadata caption = new ElementMetadata.CaptionMetadata() + .setText("Figure 1: Example") + .setLanguage("en") + .setRunTimeMs(200); + metadata.put(id, new ElementMetadata().setCaption(caption)); + SerializerUtil.setElementMetadata(metadata); + + SemanticHeading heading = createHeading(id); + String json = objectMapper.writeValueAsString(heading); + + assertTrue(json.contains("\"caption\"")); + assertTrue(json.contains("\"text\":\"Figure 1: Example\"")); + assertTrue(json.contains("\"language\":\"en\"")); + assertTrue(json.contains("\"run time ms\":200")); + } + + @Test + void testRegionlistResolutionMetadata() throws JsonProcessingException { + long id = 50L; + Map metadata = new HashMap<>(); + ElementMetadata.RegionlistResolution rl = new ElementMetadata.RegionlistResolution() + .setStrategy("table-first") + .setTsrAttempted(true) + .setTsrResult("success"); + metadata.put(id, new ElementMetadata().setRegionlistResolution(rl)); + SerializerUtil.setElementMetadata(metadata); + + SemanticHeading heading = createHeading(id); + String json = objectMapper.writeValueAsString(heading); + + assertTrue(json.contains("\"regionlist resolution\"")); + assertTrue(json.contains("\"strategy\":\"table-first\"")); + assertTrue(json.contains("\"tsr attempted\":true")); + assertTrue(json.contains("\"tsr result\":\"success\"")); + } + + @Test + void testWordMatchMetadata() throws JsonProcessingException { + long id = 60L; + Map metadata = new HashMap<>(); + metadata.put(id, new ElementMetadata() + .setWordMatchMethod("bbox-intersection") + .setMatchedWordCount(15)); + SerializerUtil.setElementMetadata(metadata); + + SemanticHeading heading = createHeading(id); + String json = objectMapper.writeValueAsString(heading); + + assertTrue(json.contains("\"word match\"")); + assertTrue(json.contains("\"method\":\"bbox-intersection\"")); + assertTrue(json.contains("\"matched words\":15")); + } + + @Test + void testNoMetadataForUnknownId() throws JsonProcessingException { + Map metadata = new HashMap<>(); + metadata.put(99L, new ElementMetadata().setAiScore(0.5)); + SerializerUtil.setElementMetadata(metadata); + + SemanticHeading heading = createHeading(1L); // different ID + String json = objectMapper.writeValueAsString(heading); + + assertFalse(json.contains("\"ai_score\""), "Should not write metadata for unmatched ID"); + } + + @Test + void testClearElementMetadataRemovesState() throws JsonProcessingException { + long id = 42L; + Map metadata = new HashMap<>(); + metadata.put(id, new ElementMetadata().setAiScore(0.5)); + SerializerUtil.setElementMetadata(metadata); + SerializerUtil.clearElementMetadata(); + + SemanticHeading heading = createHeading(id); + String json = objectMapper.writeValueAsString(heading); + + assertFalse(json.contains("\"ai_score\""), "After clear, metadata should not be written"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/json/serializers/ImageSerializerTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/json/serializers/ImageSerializerTest.java new file mode 100644 index 0000000..08d885a --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/json/serializers/ImageSerializerTest.java @@ -0,0 +1,145 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonProcessingException; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.module.SimpleModule; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +import javax.imageio.ImageIO; +import java.awt.Color; +import java.awt.Graphics2D; +import java.awt.image.BufferedImage; +import java.io.File; +import java.io.IOException; +import java.nio.file.Path; + +import static org.junit.jupiter.api.Assertions.*; + +class ImageSerializerTest { + + @TempDir + Path tempDir; + + private ObjectMapper objectMapper; + private String imagesDirectory; + + @BeforeEach + void setUp() throws IOException { + StaticLayoutContainers.clearContainers(); + + imagesDirectory = tempDir.toString(); + StaticLayoutContainers.setImagesDirectory(imagesDirectory); + + // Create a test image file + createTestImageFile(1, "png"); + + // Configure ObjectMapper with ImageSerializer + objectMapper = new ObjectMapper(); + SimpleModule module = new SimpleModule(); + module.addSerializer(ImageChunk.class, new ImageSerializer(ImageChunk.class)); + objectMapper.registerModule(module); + } + + @AfterEach + void tearDown() { + StaticLayoutContainers.clearContainers(); + } + + private void createTestImageFile(int index, String format) throws IOException { + BufferedImage image = new BufferedImage(10, 10, BufferedImage.TYPE_INT_RGB); + Graphics2D g2d = image.createGraphics(); + g2d.setColor(Color.RED); + g2d.fillRect(0, 0, 10, 10); + g2d.dispose(); + + String fileName = String.format("%s%simageFile%d.%s", imagesDirectory, File.separator, index, format); + File outputFile = new File(fileName); + ImageIO.write(image, format, outputFile); + } + + private ImageChunk createImageChunk(int index) { + BoundingBox bbox = new BoundingBox(0, 0, 0, 100, 100); + ImageChunk imageChunk = new ImageChunk(bbox); + imageChunk.setIndex(index); + return imageChunk; + } + + @Test + void testSerializeWithEmbedImagesTrueOutputsDataField() throws JsonProcessingException { + StaticLayoutContainers.setEmbedImages(true); + StaticLayoutContainers.setImageFormat("png"); + + ImageChunk imageChunk = createImageChunk(1); + String json = objectMapper.writeValueAsString(imageChunk); + + assertTrue(json.contains("\"data\":\"data:image/png;base64,")); + assertTrue(json.contains("\"format\":\"png\"")); + assertFalse(json.contains("\"source\":")); + } + + @Test + void testSerializeWithEmbedImagesFalseOutputsSourceField() throws JsonProcessingException { + StaticLayoutContainers.setEmbedImages(false); + StaticLayoutContainers.setImageFormat("png"); + + ImageChunk imageChunk = createImageChunk(1); + String json = objectMapper.writeValueAsString(imageChunk); + + assertTrue(json.contains("\"source\":")); + assertFalse(json.contains("\"data\":")); + assertFalse(json.contains("\"format\":")); + } + + @Test + void testSerializeWithJpegFormat() throws IOException { + createTestImageFile(2, "jpeg"); + StaticLayoutContainers.setEmbedImages(true); + StaticLayoutContainers.setImageFormat("jpeg"); + + ImageChunk imageChunk = createImageChunk(2); + String json = objectMapper.writeValueAsString(imageChunk); + + assertTrue(json.contains("\"data\":\"data:image/jpeg;base64,")); + assertTrue(json.contains("\"format\":\"jpeg\"")); + } + + @Test + void testSerializeWithNonExistentImageNoSourceOrData() throws JsonProcessingException { + StaticLayoutContainers.setEmbedImages(true); + + ImageChunk imageChunk = createImageChunk(999); // Non-existent image + String json = objectMapper.writeValueAsString(imageChunk); + + assertFalse(json.contains("\"source\":")); + assertFalse(json.contains("\"data\":")); + } + + @Test + void testSerializeContainsTypeField() throws JsonProcessingException { + ImageChunk imageChunk = createImageChunk(1); + String json = objectMapper.writeValueAsString(imageChunk); + + assertTrue(json.contains("\"type\":\"image\"")); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/json/serializers/LineArtSerializerTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/json/serializers/LineArtSerializerTest.java new file mode 100644 index 0000000..1f6b915 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/json/serializers/LineArtSerializerTest.java @@ -0,0 +1,86 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.json.serializers; + +import com.fasterxml.jackson.core.JsonProcessingException; +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.json.JsonName; +import org.opendataloader.pdf.json.ObjectMapperHolder; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; + +import static org.junit.jupiter.api.Assertions.*; + +class LineArtSerializerTest { + + @Test + void lineArtChunkIsNotSerializedAsImage() throws JsonProcessingException { + // Verify that LineArtChunk no longer produces {"type":"image",...}. + // The old LineArtSerializer wrote type=image, misleading RAG consumers + // who expected an image source path that was never written. + ObjectMapper objectMapper = ObjectMapperHolder.getObjectMapper(); + LineArtChunk chunk = new LineArtChunk(new BoundingBox(0, 0, 0, 100, 100)); + + String json = objectMapper.writeValueAsString(chunk); + + assertFalse(json.contains("\"type\":\"image\""), + "LineArtChunk must not be serialized with type=image after removing LineArtSerializer"); + } + + @Test + void tableCellSerializerSkipsLineArtChunkChildren() throws JsonProcessingException { + // Regression test: TableBorderProcessor can add LineArtChunk to a cell's contents + // when the chunk overlaps a cell by ≤ LINE_ART_PERCENT (90%). Without the guard + // in TableCellSerializer, Jackson would throw (no serializer) or emit POJO garbage. + TableBorderCell cell = new TableBorderCell(0, 0, 1, 1, 0L); + cell.setBoundingBox(new BoundingBox(0, 0.0, 0.0, 100.0, 100.0)); + cell.addContentObject(new LineArtChunk(new BoundingBox(0, 0.0, 0.0, 50.0, 50.0))); + + ObjectMapper objectMapper = ObjectMapperHolder.getObjectMapper(); + String json = objectMapper.writeValueAsString(cell); + JsonNode node = objectMapper.readTree(json); + + // kids array must be empty — the only child was a LineArtChunk + JsonNode kids = node.get("kids"); + assertNotNull(kids, "kids field must be present"); + assertTrue(kids.isArray() && kids.isEmpty(), + "TableBorderCell kids must be empty when its only child is a LineArtChunk"); + assertFalse(json.contains("lineChunks"), + "LineArtChunk POJO fields must not appear in serialized output"); + } + + @Test + void tableCellSerializerMarksFirstRowCellsAsHeaders() throws JsonProcessingException { + ObjectMapper objectMapper = ObjectMapperHolder.getObjectMapper(); + TableBorderCell headerCell = new TableBorderCell(0, 0, 1, 1, 0L); + headerCell.setBoundingBox(new BoundingBox(0, 0.0, 0.0, 100.0, 100.0)); + headerCell.setSemanticType(SemanticType.TABLE_HEADER); + TableBorderCell bodyCell = new TableBorderCell(1, 0, 1, 1, 0L); + bodyCell.setBoundingBox(new BoundingBox(0, 0.0, 0.0, 100.0, 100.0)); + + JsonNode headerNode = objectMapper.readTree(objectMapper.writeValueAsString(headerCell)); + JsonNode bodyNode = objectMapper.readTree(objectMapper.writeValueAsString(bodyCell)); + + assertTrue(headerNode.path(JsonName.IS_HEADER).asBoolean(), + "First-row table cells must be serialized as headers"); + assertFalse(bodyNode.has(JsonName.IS_HEADER), + "Body table cells must not include is_header"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/markdown/MarkdownGeneratorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/markdown/MarkdownGeneratorTest.java new file mode 100644 index 0000000..39d62d0 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/markdown/MarkdownGeneratorTest.java @@ -0,0 +1,183 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.markdown; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.ValueSource; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * Tests for MarkdownGenerator, particularly heading level handling. + *

    + * Per Markdown specification, heading levels should be 1-6. + * Levels outside this range should be normalized: + * - Levels > 6 are capped to 6 + * - Levels < 1 are normalized to 1 + */ +public class MarkdownGeneratorTest { + + /** + * Tests that heading levels 1-6 produce the correct number of # symbols. + */ + @ParameterizedTest + @ValueSource(ints = {1, 2, 3, 4, 5, 6}) + void testValidHeadingLevels(int level) { + String expected = "#".repeat(level) + " "; + String actual = generateHeadingPrefix(level); + assertEquals(expected, actual, "Heading level " + level + " should produce " + level + " # symbols"); + } + + /** + * Tests that heading levels > 6 are capped to 6 (Markdown specification compliance). + * Regression test for issue #222 (derived from #221). + */ + @ParameterizedTest + @ValueSource(ints = {7, 8, 10, 15, 100}) + void testHeadingLevelsCappedAt6(int level) { + String expected = "###### "; // 6 # symbols (max allowed in Markdown) + String actual = generateHeadingPrefix(level); + assertEquals(expected, actual, + "Heading level " + level + " should be capped to 6 # symbols per Markdown spec"); + } + + /** + * Tests that heading level 0 or negative is normalized to 1. + */ + @ParameterizedTest + @ValueSource(ints = {0, -1, -5}) + void testHeadingLevelsMinimumIs1(int level) { + String expected = "# "; // 1 # symbol (minimum) + String actual = generateHeadingPrefix(level); + assertEquals(expected, actual, + "Heading level " + level + " should be normalized to 1 # symbol"); + } + + /** + * Verifies that level 6 is the maximum. + */ + @Test + void testMaxHeadingLevelIs6() { + assertEquals("###### ", generateHeadingPrefix(6)); + assertEquals("###### ", generateHeadingPrefix(7)); + assertEquals("###### ", generateHeadingPrefix(999)); + } + + /** + * Verifies that level 1 is the minimum. + */ + @Test + void testMinHeadingLevelIs1() { + assertEquals("# ", generateHeadingPrefix(1)); + assertEquals("# ", generateHeadingPrefix(0)); + assertEquals("# ", generateHeadingPrefix(-1)); + } + + /** + * Helper method that mirrors the heading prefix generation logic in + * MarkdownGenerator.writeHeading(). + *

    + * This must be kept in sync with the actual implementation. + * The logic is: Math.min(6, Math.max(1, headingLevel)) + */ + private String generateHeadingPrefix(int headingLevel) { + // This mirrors MarkdownGenerator.writeHeading() logic + int level = Math.min(6, Math.max(1, headingLevel)); + + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < level; i++) { + sb.append(MarkdownSyntax.HEADING_LEVEL); + } + sb.append(MarkdownSyntax.SPACE); + return sb.toString(); + } + + // ----- formatMarkdownLinkDestination (#405) ----- + + @Test + void testFormatLinkDestination_wrapsSafePathsInAngleBrackets() { + // Even paths with no reserved chars get wrapped — uniform output is easier + // to reason about than "sometimes bare, sometimes angle-bracketed". + assertEquals("", + MarkdownGenerator.formatMarkdownLinkDestination("imageFile1.png")); + assertEquals("", + MarkdownGenerator.formatMarkdownLinkDestination("output/sub.dir/imageFile1.png")); + } + + @Test + void testFormatLinkDestination_keepsSpacesVerbatim() { + // The whole point: inside `<...>`, spaces are legal per CommonMark §6.4. + assertEquals("", + MarkdownGenerator.formatMarkdownLinkDestination("my paper_images/imageFile1.png")); + } + + @Test + void testFormatLinkDestination_keepsParensAndBracketsVerbatim() { + assertEquals("", + MarkdownGenerator.formatMarkdownLinkDestination("draft (v2) [rc]/imageFile1.png")); + } + + @Test + void testFormatLinkDestination_keepsApostropheAndDoubleQuoteVerbatim() { + // Common real-world filename — `John's "draft".pdf`. + assertEquals("", + MarkdownGenerator.formatMarkdownLinkDestination("John's \"draft\"_images/imageFile1.png")); + } + + @Test + void testFormatLinkDestination_keepsPercentAndHashVerbatim() { + // No percent-decoding happens inside `<...>`, so a literal `%` or `#` + // in a directory name renders correctly without double-encoding. + assertEquals("<100% (final)#1/imageFile1.png>", + MarkdownGenerator.formatMarkdownLinkDestination("100% (final)#1/imageFile1.png")); + } + + @Test + void testFormatLinkDestination_escapesAngleBracketsInPath() { + // `<` and `>` inside the destination must be backslash-escaped — they + // would otherwise terminate the angle-bracket form prematurely. + assertEquals("c/imageFile1.png>", + MarkdownGenerator.formatMarkdownLinkDestination("ac/imageFile1.png")); + } + + @Test + void testFormatLinkDestination_escapesBackslashInPath() { + // Backslash itself must be escaped to round-trip cleanly. + assertEquals("", + MarkdownGenerator.formatMarkdownLinkDestination("a\\b/imageFile1.png")); + } + + @Test + void testFormatLinkDestination_replacesNewlinesWithSpaces() { + // Newlines have no representable form in a link destination per spec. + assertEquals("", + MarkdownGenerator.formatMarkdownLinkDestination("a\nb/imageFile1.png")); + assertEquals("", + MarkdownGenerator.formatMarkdownLinkDestination("a\rb/imageFile1.png")); + } + + @Test + void testFormatLinkDestination_passesThroughNonAscii() { + assertEquals("<문서/imageFile1.png>", + MarkdownGenerator.formatMarkdownLinkDestination("문서/imageFile1.png")); + } + + @Test + void testFormatLinkDestination_handlesNull() { + assertNull(MarkdownGenerator.formatMarkdownLinkDestination(null)); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/markdown/MarkdownTableTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/markdown/MarkdownTableTest.java new file mode 100644 index 0000000..8f65ca5 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/markdown/MarkdownTableTest.java @@ -0,0 +1,277 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.markdown; + +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.api.Config; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextColumn; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; + +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.List; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * Tests for Markdown table generation, specifically verifying correct handling + * of merged cells (colspan/rowspan). + * + *

    Merged cells occur in practice via: + *

    + */ +public class MarkdownTableTest { + + @TempDir + Path tempDir; + + @BeforeAll + static void initStaticContainers() { + StaticContainers.updateContainers(null); + } + + /** + * Simulates the exact table structure created by SpecialTableProcessor + * for Korean documents. When a row has no ':' separator (e.g., "수신"), + * the processor creates a single cell with the same object assigned to + * both column positions — producing a colspan-like merged cell. + * + *

    Before fix: content was written twice (e.g., "|수신|수신|"). + * After fix: content written once, spanned column gets empty space (e.g., "|수신| |"). + * + * @see org.opendataloader.pdf.processors.SpecialTableProcessor + */ + @Test + void testKoreanSpecialTableMergedRow() throws IOException { + // Reproduce SpecialTableProcessor: 3 rows, 2 columns + // "수신" (no colon → one cell spanning 2 columns) + // "경유" (no colon → one cell spanning 2 columns) + // "제목: 테스트" (has colon → two separate cells) + TableBorderRow row0 = new TableBorderRow(0, 2, null); + TableBorderCell cell00 = new TableBorderCell(0, 0, 1, 2, null); + addTextContent(cell00, "수신"); + row0.getCells()[0] = cell00; + row0.getCells()[1] = cell00; // same object, like SpecialTableProcessor + + TableBorderRow row1 = new TableBorderRow(1, 2, null); + TableBorderCell cell10 = new TableBorderCell(1, 0, 1, 2, null); + addTextContent(cell10, "경유"); + row1.getCells()[0] = cell10; + row1.getCells()[1] = cell10; + + TableBorderRow row2 = new TableBorderRow(2, 2, null); + TableBorderCell cell20 = new TableBorderCell(2, 0, 1, 1, null); + addTextContent(cell20, "제목"); + TableBorderCell cell21 = new TableBorderCell(2, 1, 1, 1, null); + addTextContent(cell21, "테스트"); + row2.getCells()[0] = cell20; + row2.getCells()[1] = cell21; + + TableBorder table = new TableBorder(null, new TableBorderRow[]{row0, row1, row2}, 3, 2); + String markdown = generateMarkdownTable(table); + String[] lines = markdown.split("\n"); + + // Row 0 (header): "수신" must appear exactly once + assertEquals(1, countOccurrences(lines[0], "수신"), + "Merged cell '수신' should appear once. Got: " + lines[0]); + + // Row 1 (after header + separator): "경유" must appear exactly once + assertEquals(1, countOccurrences(lines[2], "경유"), + "Merged cell '경유' should appear once. Got: " + lines[2]); + + // Row 2: "제목" and "테스트" in separate cells + String row2Line = lines[3]; + assertTrue(row2Line.contains("제목") && row2Line.contains("테스트"), + "Split row should contain both cells. Got: " + row2Line); + } + + /** + * A 3-column table where cell (0,0) has colspan=2 should produce + * 3 column separators per row in the header separator line, + * and the content row should not duplicate the merged cell's content. + * + * Before fix: the merged cell content was written twice because + * getCells() returns duplicated references for spanned columns. + */ + @Test + void testColspanCellsAreNotDuplicated() throws IOException { + // Row 0: [A (colspan=2)] [B] — 3 columns + // Row 1: [C] [D] [E] + TableBorderCell cell00 = new TableBorderCell(0, 0, 2, 1, null); + addTextContent(cell00, "A"); + TableBorderCell cell02 = new TableBorderCell(0, 2, 1, 1, null); + addTextContent(cell02, "B"); + + TableBorderRow row0 = new TableBorderRow(0, 3, null); + row0.getCells()[0] = cell00; + row0.getCells()[1] = cell00; // colspan duplicate + row0.getCells()[2] = cell02; + + TableBorderCell cell10 = new TableBorderCell(1, 0, 1, 1, null); + addTextContent(cell10, "C"); + TableBorderCell cell11 = new TableBorderCell(1, 1, 1, 1, null); + addTextContent(cell11, "D"); + TableBorderCell cell12 = new TableBorderCell(1, 2, 1, 1, null); + addTextContent(cell12, "E"); + + TableBorderRow row1 = new TableBorderRow(1, 3, null); + row1.getCells()[0] = cell10; + row1.getCells()[1] = cell11; + row1.getCells()[2] = cell12; + + TableBorder table = new TableBorder(null, new TableBorderRow[]{row0, row1}, 2, 3); + String markdown = generateMarkdownTable(table); + String[] lines = markdown.split("\n"); + + assertTrue(lines.length >= 3, "Expected at least 3 lines, got: " + lines.length); + + // Header row: content "A" should appear once + String headerRow = lines[0]; + assertEquals(1, countOccurrences(headerRow, "A"), + "Merged cell content 'A' should appear exactly once in header row. Got: " + headerRow); + + // Header separator: |---|---|---| + assertEquals(3, countOccurrences(lines[1], "---"), + "Header separator should have 3 columns. Got: " + lines[1]); + + // Data row: |C|D|E| + assertTrue(lines[2].contains("C") && lines[2].contains("D") && lines[2].contains("E"), + "Data row should contain C, D, E. Got: " + lines[2]); + } + + /** + * A simple 2x2 table without any merged cells should work correctly. + */ + @Test + void testSimpleTableWithoutMergedCells() throws IOException { + TableBorderCell cell00 = new TableBorderCell(0, 0, 1, 1, null); + addTextContent(cell00, "H1"); + TableBorderCell cell01 = new TableBorderCell(0, 1, 1, 1, null); + addTextContent(cell01, "H2"); + TableBorderRow row0 = new TableBorderRow(0, 2, null); + row0.getCells()[0] = cell00; + row0.getCells()[1] = cell01; + + TableBorderCell cell10 = new TableBorderCell(1, 0, 1, 1, null); + addTextContent(cell10, "V1"); + TableBorderCell cell11 = new TableBorderCell(1, 1, 1, 1, null); + addTextContent(cell11, "V2"); + TableBorderRow row1 = new TableBorderRow(1, 2, null); + row1.getCells()[0] = cell10; + row1.getCells()[1] = cell11; + + TableBorder table = new TableBorder(null, new TableBorderRow[]{row0, row1}, 2, 2); + String markdown = generateMarkdownTable(table); + String[] lines = markdown.split("\n"); + + assertEquals(3, lines.length, "Simple 2x2 table should produce 3 lines"); + assertTrue(lines[0].contains("H1") && lines[0].contains("H2"), "Header row: " + lines[0]); + assertEquals(2, countOccurrences(lines[1], "---"), "Separator columns: " + lines[1]); + assertTrue(lines[2].contains("V1") && lines[2].contains("V2"), "Data row: " + lines[2]); + } + + /** + * A table with rowspan should not duplicate the cell content in subsequent rows. + */ + @Test + void testRowspanCellsAreNotDuplicated() throws IOException { + // Row 0: [A (rowspan=2)] [B] + // Row 1: [A (span)] [C] + // Row 2: [D] [E] + TableBorderCell cell00 = new TableBorderCell(0, 0, 1, 2, null); + addTextContent(cell00, "A"); + TableBorderCell cell01 = new TableBorderCell(0, 1, 1, 1, null); + addTextContent(cell01, "B"); + TableBorderRow row0 = new TableBorderRow(0, 2, null); + row0.getCells()[0] = cell00; + row0.getCells()[1] = cell01; + + TableBorderCell cell11 = new TableBorderCell(1, 1, 1, 1, null); + addTextContent(cell11, "C"); + TableBorderRow row1 = new TableBorderRow(1, 2, null); + row1.getCells()[0] = cell00; // rowspan duplicate + row1.getCells()[1] = cell11; + + TableBorderCell cell20 = new TableBorderCell(2, 0, 1, 1, null); + addTextContent(cell20, "D"); + TableBorderCell cell21 = new TableBorderCell(2, 1, 1, 1, null); + addTextContent(cell21, "E"); + TableBorderRow row2 = new TableBorderRow(2, 2, null); + row2.getCells()[0] = cell20; + row2.getCells()[1] = cell21; + + TableBorder table = new TableBorder(null, new TableBorderRow[]{row0, row1, row2}, 3, 2); + String markdown = generateMarkdownTable(table); + String[] lines = markdown.split("\n"); + + assertTrue(lines.length >= 4, "Should have 4+ lines for 3-row table"); + // Row 1 (index 2 after header+separator) should NOT contain 'A' + String row1Line = lines[2]; + assertEquals(0, countOccurrences(row1Line, "A"), + "Rowspan cell 'A' should not appear in row 1. Got: " + row1Line); + assertTrue(row1Line.contains("C"), "Row 1 should contain 'C'. Got: " + row1Line); + } + + private void addTextContent(TableBorderCell cell, String text) { + TextChunk chunk = new TextChunk(text); + TextLine line = new TextLine(chunk); + TextColumn column = new TextColumn(line); + BoundingBox bbox = new BoundingBox(null, 0, 0, 100, 10); + SemanticParagraph paragraph = new SemanticParagraph(bbox, List.of(column)); + cell.addContentObject(paragraph); + } + + private String generateMarkdownTable(TableBorder table) throws IOException { + File dummyPdf = tempDir.resolve("test.pdf").toFile(); + Files.createFile(dummyPdf.toPath()); + Config config = new Config(); + config.setOutputFolder(tempDir.toString()); + config.setGenerateMarkdown(true); + + try (MarkdownGenerator generator = new MarkdownGenerator(dummyPdf, config)) { + generator.writeTable(table); + } + + File mdFile = tempDir.resolve("test.md").toFile(); + return Files.readString(mdFile.toPath()).trim(); + } + + private long countOccurrences(String str, String sub) { + int count = 0; + int idx = 0; + while ((idx = str.indexOf(sub, idx)) != -1) { + count++; + idx += sub.length(); + } + return count; + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/CaptionProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/CaptionProcessorTest.java new file mode 100644 index 0000000..b88b81e --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/CaptionProcessorTest.java @@ -0,0 +1,50 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticCaption; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.maps.AccumulatedNodeMapper; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.ArrayList; +import java.util.List; + +public class CaptionProcessorTest { + + @Test + public void testProcessCaptions() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticContainers.setAccumulatedNodeMapper(new AccumulatedNodeMapper()); + List contents = new ArrayList<>(); + SemanticParagraph paragraph = new SemanticParagraph(); + contents.add(paragraph); + paragraph.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0), + "test", 10, 10.0))); + contents.add(new ImageChunk(new BoundingBox(1, 10.0, 20.0, 20.0, 30.0))); + CaptionProcessor.processCaptions(contents); + Assertions.assertEquals(2, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof SemanticCaption); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/CidFontDetectionTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/CidFontDetectionTest.java new file mode 100644 index 0000000..4630019 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/CidFontDetectionTest.java @@ -0,0 +1,167 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Assumptions; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.ArrayList; +import java.util.List; +import java.util.logging.Handler; +import java.util.logging.Level; +import java.util.logging.LogRecord; +import java.util.logging.Logger; + +/** + * Integration test for CID font extraction failure detection. + * + * Tests the full pipeline: PDF parsing -> ContentFilterProcessor -> + * measurement -> StaticLayoutContainers storage -> warning log. + */ +public class CidFontDetectionTest { + + private static final Path CID_PDF_PATH = Paths.get( + "src/test/resources/cid-font-no-tounicode.pdf"); + + private static boolean pdfAvailable = false; + + @BeforeAll + static void checkFixture() { + pdfAvailable = Files.exists(CID_PDF_PATH) && Files.isRegularFile(CID_PDF_PATH); + if (!pdfAvailable) { + System.out.println("CID font test PDF not found: " + CID_PDF_PATH.toAbsolutePath()); + System.out.println("Skipping integration tests. Generate fixture first."); + } + } + + @Test + public void testCidPdfHighReplacementRatioDetected() throws IOException { + Assumptions.assumeTrue(pdfAvailable, "CID font test PDF not available"); + + String pdfPath = CID_PDF_PATH.toAbsolutePath().toString(); + Config config = new Config(); + + DocumentProcessor.preprocessing(pdfPath, config); + StaticLayoutContainers.clearContainers(); + + int numPages = StaticContainers.getDocument().getNumberOfPages(); + Assertions.assertTrue(numPages > 0, "PDF should have at least 1 page"); + + // Process page 0 through ContentFilterProcessor + List filteredContents = ContentFilterProcessor.getFilteredContents( + pdfPath, + StaticContainers.getDocument().getArtifacts(0), + 0, + config + ); + + // Verify ratio was stored + double ratio = StaticLayoutContainers.getReplacementCharRatio(0); + Assertions.assertTrue(ratio >= 0.3, + "CID font PDF should have >= 30% replacement characters, got " + + String.format("%.1f%%", ratio * 100)); + } + + @Test + public void testCidPdfWarningLogEmitted() throws IOException { + Assumptions.assumeTrue(pdfAvailable, "CID font test PDF not available"); + + // Capture warning logs + Logger logger = Logger.getLogger(ContentFilterProcessor.class.getCanonicalName()); + List warnings = new ArrayList<>(); + Handler handler = new Handler() { + @Override public void publish(LogRecord r) { + if (r.getLevel() == Level.WARNING) { + warnings.add(r.getMessage()); + } + } + @Override public void flush() {} + @Override public void close() {} + }; + logger.addHandler(handler); + + try { + String pdfPath = CID_PDF_PATH.toAbsolutePath().toString(); + Config config = new Config(); + + DocumentProcessor.preprocessing(pdfPath, config); + StaticLayoutContainers.clearContainers(); + + ContentFilterProcessor.getFilteredContents( + pdfPath, + StaticContainers.getDocument().getArtifacts(0), + 0, + config + ); + + boolean hasReplacementWarning = warnings.stream() + .anyMatch(w -> w.contains("replacement characters") + && w.contains("--hybrid docling-fast") + && !w.contains("--hybrid-mode for OCR fallback")); + Assertions.assertTrue(hasReplacementWarning, + "Expected WARNING log about replacement characters with actionable hybrid guidance"); + } finally { + logger.removeHandler(handler); + } + } + + /** + * Unit-level boundary tests (no PDF fixture needed). + */ + @Test + public void testBoundaryBelowThreshold29percent() { + // 29 replacement chars out of 100 = 0.29 (below threshold) + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < 29; i++) sb.append('\uFFFD'); + for (int i = 0; i < 71; i++) sb.append('A'); + + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 500.0, 20.0), + sb.toString(), 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertTrue(ratio < 0.3, + "29% should be below threshold, got " + ratio); + } + + @Test + public void testBoundaryAtThreshold30percent() { + // 30 replacement chars out of 100 = 0.30 (at threshold) + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < 30; i++) sb.append('\uFFFD'); + for (int i = 0; i < 70; i++) sb.append('A'); + + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 500.0, 20.0), + sb.toString(), 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertTrue(ratio >= 0.3, + "30% should be at threshold, got " + ratio); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/ContentFilterProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/ContentFilterProcessorTest.java new file mode 100644 index 0000000..463e6d7 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/ContentFilterProcessorTest.java @@ -0,0 +1,113 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +import java.util.ArrayList; +import java.util.List; + +public class ContentFilterProcessorTest { + + /** + * Regression test for issue #150: short text chunks with abnormally wide bounding boxes. + * + * When PDF streams have text rendered in non-sequential order within a single Tj/TJ + * operation, VeraPDF may calculate incorrect bounding boxes where rightX extends far + * beyond the actual character width. For example, a single character "4" with height 10 + * might get a width of 42 instead of ~7. + * + * This causes the text to span multiple table cells incorrectly, leading to text being + * dropped or assigned to wrong cells (the "프로트롬빈 시간" row in issue #150 where + * numbers like "4" and "6" were missing). + * + * The fix should detect and correct these abnormal bounding boxes for short text (1-3 chars) + * where actualWidth > expectedWidth * 3. + */ + @Test + public void testShortTextWithAbnormallyWideBoundingBox() { + // Given: A single character "4" with height 10 but abnormally wide bbox (width=42) + double height = 10.0; + double leftX = 180.0; + double abnormalRightX = 222.0; // Width = 42, expected ~7 for single char + TextChunk textChunk = new TextChunk( + new BoundingBox(0, leftX, 100.0, abnormalRightX, 100.0 + height), + "4", height, 100.0); + + double actualWidth = textChunk.getBoundingBox().getWidth(); + double expectedMaxWidth = 1 * height * 0.7 * 3; // char_count * height * 0.7 * threshold(3x) + + // This assertion documents the bug: the width is abnormally large + // When fixAbnormalTextChunkBoundingBoxes() is implemented, this should be corrected + Assertions.assertTrue(actualWidth > expectedMaxWidth, + "This test documents that the bounding box width (" + actualWidth + + ") is abnormally large compared to expected max (" + expectedMaxWidth + + ") for a single character. A fix should correct this."); + } + + /** + * Regression test for issue #150: normal text chunks should not be affected. + * + * Text chunks with reasonable widths (width <= expectedWidth * 3) should not + * have their bounding boxes modified. + */ + @Test + public void testNormalTextWidthNotAbnormal() { + // Given: A two-character text "AB" with reasonable width + double height = 10.0; + double leftX = 100.0; + double normalRightX = 115.0; // Width = 15, reasonable for 2 chars + TextChunk textChunk = new TextChunk( + new BoundingBox(0, leftX, 100.0, normalRightX, 100.0 + height), + "AB", height, 100.0); + + double actualWidth = textChunk.getBoundingBox().getWidth(); + double expectedMaxWidth = 2 * height * 0.7 * 3; // char_count * height * 0.7 * threshold(3x) + + // Normal width should be within expected range + Assertions.assertTrue(actualWidth <= expectedMaxWidth, + "Normal text chunk width (" + actualWidth + ") should not exceed threshold (" + + expectedMaxWidth + ")"); + } + + /** + * Regression test for issue #150: long text (>3 chars) should not be considered abnormal. + * + * The fix should only target short text chunks (1-3 characters) where the width + * calculation is clearly wrong. Longer text can legitimately have wider bounding boxes. + */ + @Test + public void testLongTextNotTargetedForCorrection() { + // Given: A 5-character text "Hello" with a wide bbox - this is plausible for longer text + double height = 10.0; + double leftX = 100.0; + double rightX = 200.0; // Width = 100 + TextChunk textChunk = new TextChunk( + new BoundingBox(0, leftX, 100.0, rightX, 100.0 + height), + "Hello", height, 100.0); + + // For text with more than 3 characters, the fix should not apply + // regardless of the width-to-height ratio + Assertions.assertEquals(5, textChunk.getValue().length(), + "Long text should have 5 characters"); + Assertions.assertEquals(100.0, textChunk.getBoundingBox().getWidth(), 0.01, + "Long text width should remain unchanged"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/DocumentProcessorBaseNameTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/DocumentProcessorBaseNameTest.java new file mode 100644 index 0000000..cbb5aea --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/DocumentProcessorBaseNameTest.java @@ -0,0 +1,106 @@ + +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.utils.FileUtils; + +/** + * Unit tests for the base-name extraction logic introduced to replace the + * hard-coded {@code fileName.length() - 4} assumption (see issue #405). + * + *

    The helper mirrors the expression used in {@link DocumentProcessor}, + * {@link AutoTaggingProcessor}, and {@link org.opendataloader.pdf.pdf.PDFWriter}: + * 

    + *   int dotIndex = fileName.lastIndexOf('.');
+ *   String baseName = dotIndex > 0 ? fileName.substring(0, dotIndex) : fileName;
+ *
    + * + *

    Tested cases: + *

      + *
    • Standard lowercase {@code .pdf} extension
      • + *
    • Uppercase {@code .PDF} extension (was broken by {@code length() - 4})
      • + *
    • Multi-dot filenames, e.g. {@code report.v1.2.pdf}
      • + *
    • Filenames without any extension (edge case — keep full name)
      • + *
    • Extension-only names, e.g. {@code .hidden} (dot at index 0 → keep full name)
      • + *
    + */ +public class DocumentProcessorBaseNameTest { + + + @Test + public void testStandardLowercasePdfExtension() { + Assertions.assertEquals("my_paper", FileUtils.getBaseName("my_paper.pdf")); + } + + @Test + public void testUppercasePdfExtension() { + // length() - 4 would give "my_p" for "my_paper.PDF" — lastIndexOf fixes this + Assertions.assertEquals("my_paper", FileUtils.getBaseName("my_paper.PDF")); + } + + @Test + public void testMixedCaseExtension() { + Assertions.assertEquals("my_paper", FileUtils.getBaseName("my_paper.Pdf")); + } + + @Test + public void testMultiDotFilename() { + // e.g. report.v1.2.pdf — only the final extension should be stripped + Assertions.assertEquals("report.v1.2", FileUtils.getBaseName("report.v1.2.pdf")); + } + + @Test + public void testMultiDotFilenameUppercase() { + Assertions.assertEquals("report.v1.2", FileUtils.getBaseName("report.v1.2.PDF")); + } + + @Test + public void testFilenameWithSpaces() { + // Spaces in the stem are kept verbatim; only the extension is removed + Assertions.assertEquals("my paper", FileUtils.getBaseName("my paper.pdf")); + } + + @Test + public void testFilenameWithSpacesUppercase() { + Assertions.assertEquals("my paper", FileUtils.getBaseName("my paper.PDF")); + } + + @Test + public void testNoExtension() { + // No dot → keep the full filename unchanged + Assertions.assertEquals("myfile", FileUtils.getBaseName("myfile")); + } + + @Test + public void testDotOnlyAtStart() { + // Dot at index 0 means dotIndex == 0 (not > 0) → keep the full name + Assertions.assertEquals(".hidden", FileUtils.getBaseName(".hidden")); + } + + @Test + public void testSingleCharBaseName() { + Assertions.assertEquals("a", FileUtils.getBaseName("a.pdf")); + } + + @Test + public void testNonPdfExtension() { + // The logic is extension-agnostic — strips whatever is after the last dot + Assertions.assertEquals("archive", FileUtils.getBaseName("archive.tar")); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/DocumentProcessorMagicNumberTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/DocumentProcessorMagicNumberTest.java new file mode 100644 index 0000000..8d49419 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/DocumentProcessorMagicNumberTest.java @@ -0,0 +1,149 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.exceptions.InvalidPdfFileException; + +import java.io.IOException; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; + +import static org.junit.jupiter.api.Assertions.assertFalse; +import static org.junit.jupiter.api.Assertions.assertInstanceOf; +import static org.junit.jupiter.api.Assertions.assertNotNull; +import static org.junit.jupiter.api.Assertions.assertThrows; +import static org.junit.jupiter.api.Assertions.assertTrue; + +/** + * Regression tests for DocumentProcessor.preprocessing: every "input is not + * a usable PDF" failure mode must surface as a typed InvalidPdfFileException + * with a user-facing message, never a raw veraPDF IOException. + * + *

    Two failure modes are covered: + *

      + *
    • Missing {@code %PDF-} header (JPEG, empty file): caught by the + * magic-number guard before veraPDF is invoked. Message ends with + * {@code (missing %PDF- header)}.
      • + *
    • Header present but body corrupt or truncated: caught when + * {@code new PDDocument(pdfName)} fails inside veraPDF. Message ends + * with {@code (corrupted or truncated content)}, and the original + * IOException is preserved as the cause for diagnostics.
      • + *
    + */ +class DocumentProcessorMagicNumberTest { + + @TempDir + Path tempDir; + + @Test + void preprocessingRejectsJpegContentWithInvalidPdfFileException() throws IOException { + Path jpgAsPdf = tempDir.resolve("fake.pdf"); + // JPEG SOI + JFIF APP0 segment header — definitely not PDF. + Files.write(jpgAsPdf, new byte[]{ + (byte) 0xFF, (byte) 0xD8, (byte) 0xFF, (byte) 0xE0, + 0x00, 0x10, 'J', 'F', 'I', 'F', 0x00 + }); + + InvalidPdfFileException thrown = assertThrows( + InvalidPdfFileException.class, + () -> DocumentProcessor.preprocessing(jpgAsPdf.toString(), new Config())); + + String message = thrown.getMessage(); + assertNotNull(message); + assertTrue(message.contains("fake.pdf"), + "Message must include the file name; got: " + message); + assertTrue(message.contains("%PDF-"), + "Message must mention the %PDF- header; got: " + message); + } + + @Test + void preprocessingClassifiesBomPrefixedTruncatedPdfAsCorrupted() throws IOException { + Path bomPdf = tempDir.resolve("bom.pdf"); + // UTF-8 BOM + spaces + valid PDF header. The magic-number guard must + // accept this (1024-byte search window). veraPDF will still reject + // the file because the body is incomplete — but that failure must + // surface as InvalidPdfFileException with the "corrupted or + // truncated" message, not as a raw IOException and not with the + // missing-header wording. + byte[] prefix = new byte[]{(byte) 0xEF, (byte) 0xBB, (byte) 0xBF, ' ', ' '}; + byte[] header = "%PDF-1.4\n".getBytes(StandardCharsets.US_ASCII); + byte[] content = new byte[prefix.length + header.length]; + System.arraycopy(prefix, 0, content, 0, prefix.length); + System.arraycopy(header, 0, content, prefix.length, header.length); + Files.write(bomPdf, content); + + InvalidPdfFileException thrown = assertThrows( + InvalidPdfFileException.class, + () -> DocumentProcessor.preprocessing(bomPdf.toString(), new Config())); + + String message = thrown.getMessage(); + assertNotNull(message); + assertTrue(message.contains("bom.pdf"), + "Message must include the file name; got: " + message); + assertTrue(message.contains("corrupted or truncated"), + "Body-corruption case must use the 'corrupted or truncated' wording, " + + "not the missing-header wording; got: " + message); + assertFalse(message.contains("missing %PDF- header"), + "Header IS present (just preceded by BOM/whitespace) — must not " + + "be misreported as missing; got: " + message); + assertInstanceOf(IOException.class, thrown.getCause(), + "Original veraPDF IOException must be preserved as cause for diagnostics"); + } + + @Test + void preprocessingRejectsEmptyFile() throws IOException { + Path empty = tempDir.resolve("empty.pdf"); + Files.write(empty, new byte[0]); + + assertThrows(InvalidPdfFileException.class, + () -> DocumentProcessor.preprocessing(empty.toString(), new Config())); + } + + @Test + void preprocessingRejectsTruncatedPdfWithInvalidPdfFileException() throws IOException { + // Simulates a real download that was interrupted near the end of + // the file: valid %PDF- header at the start, plausible body bytes, + // but the trailing xref table that veraPDF requires is gone. + Path truncated = tempDir.resolve("truncated.pdf"); + byte[] head = "%PDF-1.6\n".getBytes(StandardCharsets.US_ASCII); + byte[] body = new byte[1024]; + for (int i = 0; i < body.length; i++) { + body[i] = (byte) ('a' + (i % 26)); + } + byte[] content = new byte[head.length + body.length]; + System.arraycopy(head, 0, content, 0, head.length); + System.arraycopy(body, 0, content, head.length, body.length); + Files.write(truncated, content); + + InvalidPdfFileException thrown = assertThrows( + InvalidPdfFileException.class, + () -> DocumentProcessor.preprocessing(truncated.toString(), new Config())); + + String message = thrown.getMessage(); + assertNotNull(message); + assertTrue(message.contains("truncated.pdf"), + "Message must include the file name; got: " + message); + assertTrue(message.contains("corrupted or truncated"), + "Truncated PDF must surface the 'corrupted or truncated' message; got: " + + message); + assertInstanceOf(IOException.class, thrown.getCause(), + "Original veraPDF IOException must be preserved as cause for diagnostics"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/HeaderFooterProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/HeaderFooterProcessorTest.java new file mode 100644 index 0000000..afa4946 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/HeaderFooterProcessorTest.java @@ -0,0 +1,201 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.tools.StaticResources; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeaderOrFooter; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.SemanticType; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.ArrayList; +import java.util.List; + +public class HeaderFooterProcessorTest { + + private void initContainers() { + StaticContainers.setIsDataLoader(true); + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticResources.setDocument(null); + StaticLayoutContainers.clearContainers(); + } + + @Test + public void testProcessHeadersAndFooters() { + initContainers(); + List> contents = new ArrayList<>(); + List page1Contents = new ArrayList<>(); + page1Contents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "Header", 10, 30.0))); + page1Contents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "Text", 10, 20.0))); + page1Contents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 10.0, 20.0, 20.0), + "Footer1", 10, 10.0))); + List page2Contents = new ArrayList<>(); + page2Contents.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 30.0, 20.0, 40.0), + "Header", 10, 30.0))); + page2Contents.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 20.0, 20.0, 30.0), + "Different Text", 10, 20.0))); + page2Contents.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0), + "Footer2", 10, 10.0))); + contents.add(page1Contents); + contents.add(page2Contents); + HeaderFooterProcessor.processHeadersAndFooters(contents, false); + + Assertions.assertEquals(3, contents.get(0).size()); + Assertions.assertEquals(3, contents.get(1).size()); + + Assertions.assertTrue(contents.get(0).get(0) instanceof SemanticHeaderOrFooter); + Assertions.assertEquals(SemanticType.HEADER, ((SemanticHeaderOrFooter) contents.get(0).get(0)).getSemanticType()); + Assertions.assertTrue(contents.get(1).get(0) instanceof SemanticHeaderOrFooter); + Assertions.assertEquals(SemanticType.HEADER, ((SemanticHeaderOrFooter) contents.get(1).get(0)).getSemanticType()); + Assertions.assertTrue(contents.get(0).get(2) instanceof SemanticHeaderOrFooter); + Assertions.assertEquals(SemanticType.FOOTER, ((SemanticHeaderOrFooter) contents.get(0).get(2)).getSemanticType()); + Assertions.assertTrue(contents.get(1).get(2) instanceof SemanticHeaderOrFooter); + Assertions.assertEquals(SemanticType.FOOTER, ((SemanticHeaderOrFooter) contents.get(1).get(2)).getSemanticType()); + } + + /** + * Tests that body text repeated on adjacent pages is not absorbed into the footer. + * Reproduces #385: pages 19-20 of CERAGEM PDF have identical note text + * "※ 출수 중 출수 버튼을 터치하면 출수가 정지됩니다." at y=116 above the actual + * footer at y=34. The note was incorrectly classified as footer because it matched + * across pages. Page height is 595 (A4-like). + */ + @Test + public void testRepeatedBodyTextNotAbsorbedIntoFooter() { + initContainers(); + // Simulate 4 pages (17-20) with A4-like height (595pt) + // Page bounding box: [0, 0, 420, 595] + // Footer line at y=35 (bottom), body note at y=117 (well above footer) + double pageHeight = 595.0; + double footerY = 35.0; + double bodyNoteY = 117.0; + + List> contents = new ArrayList<>(); + for (int page = 0; page < 4; page++) { + List pageContents = new ArrayList<>(); + // Body heading at top + pageContents.add(new TextLine(new TextChunk( + new BoundingBox(page, 37.0, pageHeight - 60, 300.0, pageHeight - 30), + "Section " + (page + 1), 12, pageHeight - 30))); + // Body paragraph in middle + pageContents.add(new TextLine(new TextChunk( + new BoundingBox(page, 37.0, pageHeight / 2, 300.0, pageHeight / 2 + 30), + "Body content page " + (page + 1), 10, pageHeight / 2 + 30))); + + // Repeated body note — same text on pages 2 and 3 (simulating pages 19-20) + if (page == 2 || page == 3) { + pageContents.add(new TextLine(new TextChunk( + new BoundingBox(page, 223.0, bodyNoteY, 360.0, bodyNoteY + 18), + "※ Repeated note text", 6.5, bodyNoteY + 18))); + } + + // Actual footer line (repeating pattern across all pages) + String footerText = (page % 2 == 0) + ? "CGM BALANCE " + (page + 17) + : (page + 17) + " CERAGEM BALANCE USER MANUAL"; + pageContents.add(new TextLine(new TextChunk( + new BoundingBox(page, 37.0, footerY, 280.0, footerY + 9), + footerText, 7.5, footerY + 9))); + + contents.add(pageContents); + } + + HeaderFooterProcessor.processHeadersAndFooters(contents, false); + + // Verify: each page should have footer detected + for (int page = 0; page < 4; page++) { + List pageContent = contents.get(page); + IObject lastElement = pageContent.get(pageContent.size() - 1); + Assertions.assertTrue(lastElement instanceof SemanticHeaderOrFooter, + "Page " + page + ": last element should be footer"); + SemanticHeaderOrFooter footer = (SemanticHeaderOrFooter) lastElement; + Assertions.assertEquals(SemanticType.FOOTER, footer.getSemanticType()); + + // Critical: footer should contain only 1 element (the actual footer line), + // NOT the repeated body note + Assertions.assertEquals(1, footer.getContents().size(), + "Page " + page + ": footer should contain only the footer line, " + + "not absorb the repeated body note. Got " + footer.getContents().size() + " elements."); + } + + // Verify: the repeated note text on pages 2-3 should still be in body content + for (int page = 2; page <= 3; page++) { + List pageContent = contents.get(page); + boolean foundNote = false; + for (IObject obj : pageContent) { + if (!(obj instanceof SemanticHeaderOrFooter) && obj instanceof TextLine) { + TextLine line = (TextLine) obj; + if (line.getValue().contains("Repeated note")) { + foundNote = true; + break; + } + } + } + Assertions.assertTrue(foundNote, + "Page " + page + ": repeated note text should remain in body, not be absorbed into footer"); + } + } + + /** + * Positive control: two closely spaced footer lines (gap < 30pt) should be + * grouped into a single footer. Ensures the proximity check does not reject + * legitimate multi-line footers. + */ + @Test + public void testCloseFooterLinesAreGrouped() { + initContainers(); + List> contents = new ArrayList<>(); + for (int page = 0; page < 3; page++) { + List pageContents = new ArrayList<>(); + // Body text at top + pageContents.add(new TextLine(new TextChunk( + new BoundingBox(page, 37.0, 500.0, 300.0, 530.0), + "Body text page " + (page + 1), 10, 530.0))); + + // Two footer lines close together (11pt gap between nearest edges) + // Line 1: y=[55, 67] Line 2: y=[35, 44] gap = 55-44 = 11pt + pageContents.add(new TextLine(new TextChunk( + new BoundingBox(page, 37.0, 55.0, 280.0, 67.0), + "Copyright 2026", 7.5, 67.0))); + pageContents.add(new TextLine(new TextChunk( + new BoundingBox(page, 37.0, 35.0, 280.0, 44.0), + "Company Footer", 7.5, 44.0))); + + contents.add(pageContents); + } + + HeaderFooterProcessor.processHeadersAndFooters(contents, false); + + for (int page = 0; page < 3; page++) { + List pageContent = contents.get(page); + IObject lastElement = pageContent.get(pageContent.size() - 1); + Assertions.assertTrue(lastElement instanceof SemanticHeaderOrFooter, + "Page " + page + ": last element should be footer"); + SemanticHeaderOrFooter footer = (SemanticHeaderOrFooter) lastElement; + Assertions.assertEquals(SemanticType.FOOTER, footer.getSemanticType()); + Assertions.assertEquals(2, footer.getContents().size(), + "Page " + page + ": footer should contain both close footer lines (gap=11pt < 30pt)"); + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/HeadingProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/HeadingProcessorTest.java new file mode 100644 index 0000000..6fe3aa1 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/HeadingProcessorTest.java @@ -0,0 +1,74 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticHeading; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.ArrayList; +import java.util.List; + +public class HeadingProcessorTest { + + @Test + public void testProcessHeadings() { + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setHeadings(new ArrayList<>()); + List contents = new ArrayList<>(); + SemanticParagraph paragraph1 = new SemanticParagraph(); + contents.add(paragraph1); + paragraph1.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "HEADING", "Font1", 20, 700, 0, 30.0, new double[]{0.0}, + null, 0))); + SemanticParagraph paragraph2 = new SemanticParagraph(); + contents.add(paragraph2); + paragraph2.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "Paragraph", "Font1", 10, 700, 0, 20.0, new double[]{0.5}, + null, 0))); + HeadingProcessor.processHeadings(contents, false); + Assertions.assertEquals(2, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof SemanticHeading); + } + + @Test + public void testDetectHeadingsLevels() { + StaticContainers.setIsDataLoader(true); + List headings = new ArrayList<>(); + StaticLayoutContainers.setHeadings(headings); + SemanticHeading heading1 = new SemanticHeading(); + headings.add(heading1); + heading1.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "HEADING", "Font1", 20, 700, 0, 30.0, new double[]{0.0}, + null, 0))); + SemanticHeading heading2 = new SemanticHeading(); + headings.add(heading2); + heading2.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "Paragraph", "Font1", 10, 700, 0, 20.0, new double[]{0.5}, + null, 0))); + HeadingProcessor.detectHeadingsLevels(); + Assertions.assertEquals(2, headings.size()); + Assertions.assertEquals(1, headings.get(0).getHeadingLevel()); + Assertions.assertEquals(2, headings.get(1).getHeadingLevel()); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/HybridDocumentProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/HybridDocumentProcessorTest.java new file mode 100644 index 0000000..34d256e --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/HybridDocumentProcessorTest.java @@ -0,0 +1,595 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.api.Config; +import org.opendataloader.pdf.hybrid.HancomAISchemaTransformer; +import org.opendataloader.pdf.hybrid.HybridClient.HybridRequest; +import org.opendataloader.pdf.hybrid.HybridClient.OutputFormat; +import org.opendataloader.pdf.hybrid.HybridConfig; +import org.opendataloader.pdf.hybrid.HybridSchemaTransformer; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageDecision; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageResult; +import org.opendataloader.pdf.hybrid.TriageProcessor.TriageSignals; + +import java.util.ArrayList; +import java.util.EnumSet; +import java.util.HashMap; +import java.util.HashSet; +import java.util.List; +import java.util.Map; +import java.util.Set; +import java.util.TreeSet; + +/** + * Unit tests for HybridDocumentProcessor. + * + *

    Note: Full integration tests require a running docling-fast server. + * These tests focus on the triage-based routing logic. + */ +public class HybridDocumentProcessorTest { + + @Test + public void testHybridModeEnabled() { + Config config = new Config(); + config.setHybrid("docling-fast"); + + Assertions.assertTrue(config.isHybridEnabled()); + Assertions.assertEquals("docling-fast", config.getHybrid()); + } + + @Test + public void testHybridModeDisabled() { + Config config = new Config(); + config.setHybrid("off"); + + Assertions.assertFalse(config.isHybridEnabled()); + Assertions.assertEquals("off", config.getHybrid()); + } + + @Test + public void testHybridModeDefaultIsOff() { + Config config = new Config(); + + Assertions.assertFalse(config.isHybridEnabled()); + Assertions.assertEquals("off", config.getHybrid()); + } + + @Test + public void testHybridConfigDefaults() { + HybridConfig config = new HybridConfig(); + + Assertions.assertEquals(HybridConfig.DEFAULT_TIMEOUT_MS, config.getTimeoutMs()); + Assertions.assertEquals(HybridConfig.DEFAULT_MAX_CONCURRENT_REQUESTS, config.getMaxConcurrentRequests()); + Assertions.assertFalse(config.isFallbackToJava(), "fallback should be disabled by default to fail-fast when hybrid server is unavailable"); + Assertions.assertNull(config.getUrl()); + } + + @Test + public void testHybridConfigEffectiveUrl() { + HybridConfig config = new HybridConfig(); + + // Default URL for docling-fast + Assertions.assertEquals(HybridConfig.DOCLING_FAST_DEFAULT_URL, config.getEffectiveUrl("docling-fast")); + + // Custom URL overrides default + config.setUrl("http://custom:8080"); + Assertions.assertEquals("http://custom:8080", config.getEffectiveUrl("docling-fast")); + } + + @Test + public void testTriageResultFilterByDecision() { + Map triageResults = new HashMap<>(); + + TriageSignals emptySignals = TriageSignals.empty(); + triageResults.put(0, TriageResult.java(0, 0.9, emptySignals)); + triageResults.put(1, TriageResult.backend(1, 0.8, emptySignals)); + triageResults.put(2, TriageResult.java(2, 0.95, emptySignals)); + triageResults.put(3, TriageResult.backend(3, 0.85, emptySignals)); + + // Filter by JAVA + Set javaPages = new HashSet<>(); + for (Map.Entry entry : triageResults.entrySet()) { + if (entry.getValue().getDecision() == TriageDecision.JAVA) { + javaPages.add(entry.getKey()); + } + } + + // Filter by BACKEND + Set backendPages = new HashSet<>(); + for (Map.Entry entry : triageResults.entrySet()) { + if (entry.getValue().getDecision() == TriageDecision.BACKEND) { + backendPages.add(entry.getKey()); + } + } + + Assertions.assertEquals(2, javaPages.size()); + Assertions.assertTrue(javaPages.contains(0)); + Assertions.assertTrue(javaPages.contains(2)); + + Assertions.assertEquals(2, backendPages.size()); + Assertions.assertTrue(backendPages.contains(1)); + Assertions.assertTrue(backendPages.contains(3)); + } + + @Test + public void testPageNumberConversion() { + // Test 0-indexed to 1-indexed conversion for API + Set zeroIndexed = new HashSet<>(); + zeroIndexed.add(0); + zeroIndexed.add(2); + zeroIndexed.add(5); + + Set oneIndexed = new HashSet<>(); + for (Integer page : zeroIndexed) { + oneIndexed.add(page + 1); + } + + Assertions.assertEquals(3, oneIndexed.size()); + Assertions.assertTrue(oneIndexed.contains(1)); + Assertions.assertTrue(oneIndexed.contains(3)); + Assertions.assertTrue(oneIndexed.contains(6)); + } + + @Test + public void testShouldProcessPageWithNullFilter() { + // null filter means process all pages + Assertions.assertTrue(shouldProcessPage(0, null)); + Assertions.assertTrue(shouldProcessPage(5, null)); + Assertions.assertTrue(shouldProcessPage(100, null)); + } + + @Test + public void testShouldProcessPageWithFilter() { + Set filter = new HashSet<>(); + filter.add(0); + filter.add(2); + filter.add(5); + + Assertions.assertTrue(shouldProcessPage(0, filter)); + Assertions.assertFalse(shouldProcessPage(1, filter)); + Assertions.assertTrue(shouldProcessPage(2, filter)); + Assertions.assertFalse(shouldProcessPage(3, filter)); + Assertions.assertFalse(shouldProcessPage(4, filter)); + Assertions.assertTrue(shouldProcessPage(5, filter)); + } + + @Test + public void testInvalidHybridBackendThrows() { + Config config = new Config(); + Assertions.assertThrows(IllegalArgumentException.class, () -> { + config.setHybrid("invalid"); + }); + } + + @Test + public void testHybridConfigTimeout() { + HybridConfig config = new HybridConfig(); + config.setTimeoutMs(60000); + Assertions.assertEquals(60000, config.getTimeoutMs()); + + config.setTimeoutMs(0); + Assertions.assertEquals(0, config.getTimeoutMs()); + + Assertions.assertThrows(IllegalArgumentException.class, () -> { + config.setTimeoutMs(-1000); + }); + } + + @Test + public void testHybridConfigMaxConcurrentRequests() { + HybridConfig config = new HybridConfig(); + config.setMaxConcurrentRequests(8); + Assertions.assertEquals(8, config.getMaxConcurrentRequests()); + + Assertions.assertThrows(IllegalArgumentException.class, () -> { + config.setMaxConcurrentRequests(0); + }); + } + + @Test + public void testHybridConfigFallbackToggle() { + HybridConfig config = new HybridConfig(); + + // Default is false (fail-fast when hybrid server is unavailable) + Assertions.assertFalse(config.isFallbackToJava()); + + config.setFallbackToJava(true); + Assertions.assertTrue(config.isFallbackToJava()); + + config.setFallbackToJava(false); + Assertions.assertFalse(config.isFallbackToJava()); + } + + // Helper method matching HybridDocumentProcessor logic + private static boolean shouldProcessPage(int pageNumber, Set pagesToProcess) { + return pagesToProcess == null || pagesToProcess.contains(pageNumber); + } + + // ===== OutputFormat Tests ===== + + @Test + public void testOutputFormatApiValue() { + Assertions.assertEquals("json", OutputFormat.JSON.getApiValue()); + Assertions.assertEquals("md", OutputFormat.MARKDOWN.getApiValue()); + Assertions.assertEquals("html", OutputFormat.HTML.getApiValue()); + } + + @Test + public void testHybridRequestDefaultOutputFormats() { + byte[] pdfBytes = new byte[]{1, 2, 3}; + HybridRequest request = HybridRequest.allPages(pdfBytes); + + // Default should include all formats + Set formats = request.getOutputFormats(); + Assertions.assertEquals(3, formats.size()); + Assertions.assertTrue(formats.contains(OutputFormat.JSON)); + Assertions.assertTrue(formats.contains(OutputFormat.MARKDOWN)); + Assertions.assertTrue(formats.contains(OutputFormat.HTML)); + Assertions.assertTrue(request.wantsJson()); + Assertions.assertTrue(request.wantsMarkdown()); + Assertions.assertTrue(request.wantsHtml()); + } + + @Test + public void testHybridRequestWithJsonOnly() { + byte[] pdfBytes = new byte[]{1, 2, 3}; + Set jsonOnly = EnumSet.of(OutputFormat.JSON); + HybridRequest request = HybridRequest.allPages(pdfBytes, jsonOnly); + + Set formats = request.getOutputFormats(); + Assertions.assertEquals(1, formats.size()); + Assertions.assertTrue(formats.contains(OutputFormat.JSON)); + Assertions.assertFalse(formats.contains(OutputFormat.MARKDOWN)); + Assertions.assertTrue(request.wantsJson()); + Assertions.assertFalse(request.wantsMarkdown()); + } + + @Test + public void testHybridRequestWithMarkdownOnly() { + byte[] pdfBytes = new byte[]{1, 2, 3}; + Set mdOnly = EnumSet.of(OutputFormat.MARKDOWN); + HybridRequest request = HybridRequest.allPages(pdfBytes, mdOnly); + + Set formats = request.getOutputFormats(); + Assertions.assertEquals(1, formats.size()); + Assertions.assertFalse(formats.contains(OutputFormat.JSON)); + Assertions.assertTrue(formats.contains(OutputFormat.MARKDOWN)); + Assertions.assertFalse(request.wantsJson()); + Assertions.assertTrue(request.wantsMarkdown()); + } + + @Test + public void testHybridRequestEmptyFormatsFallsBackToAll() { + byte[] pdfBytes = new byte[]{1, 2, 3}; + Set empty = EnumSet.noneOf(OutputFormat.class); + HybridRequest request = HybridRequest.allPages(pdfBytes, empty); + + // Empty should fallback to all formats + Set formats = request.getOutputFormats(); + Assertions.assertEquals(3, formats.size()); + Assertions.assertTrue(formats.contains(OutputFormat.JSON)); + Assertions.assertTrue(formats.contains(OutputFormat.MARKDOWN)); + Assertions.assertTrue(formats.contains(OutputFormat.HTML)); + } + + @Test + public void testHybridRequestNullFormatsFallsBackToAll() { + byte[] pdfBytes = new byte[]{1, 2, 3}; + HybridRequest request = HybridRequest.allPages(pdfBytes, null); + + // null should fallback to all formats + Set formats = request.getOutputFormats(); + Assertions.assertEquals(3, formats.size()); + Assertions.assertTrue(formats.contains(OutputFormat.JSON)); + Assertions.assertTrue(formats.contains(OutputFormat.MARKDOWN)); + Assertions.assertTrue(formats.contains(OutputFormat.HTML)); + } + + @Test + public void testHybridRequestWithHtmlOnly() { + byte[] pdfBytes = new byte[]{1, 2, 3}; + Set htmlOnly = EnumSet.of(OutputFormat.HTML); + HybridRequest request = HybridRequest.allPages(pdfBytes, htmlOnly); + + Set formats = request.getOutputFormats(); + Assertions.assertEquals(1, formats.size()); + Assertions.assertFalse(formats.contains(OutputFormat.JSON)); + Assertions.assertFalse(formats.contains(OutputFormat.MARKDOWN)); + Assertions.assertTrue(formats.contains(OutputFormat.HTML)); + Assertions.assertFalse(request.wantsJson()); + Assertions.assertFalse(request.wantsMarkdown()); + Assertions.assertTrue(request.wantsHtml()); + } + + // ===== HybridConfig Mode Tests ===== + + @Test + public void testHybridConfigModeDefaults() { + HybridConfig config = new HybridConfig(); + + Assertions.assertEquals(HybridConfig.MODE_AUTO, config.getMode()); + Assertions.assertFalse(config.isFullMode()); + } + + @Test + public void testHybridConfigModeFullMode() { + HybridConfig config = new HybridConfig(); + config.setMode(HybridConfig.MODE_FULL); + + Assertions.assertEquals(HybridConfig.MODE_FULL, config.getMode()); + Assertions.assertTrue(config.isFullMode()); + } + + @Test + public void testDoclingBackendEnabled() { + Config config = new Config(); + config.setHybrid("docling"); + + Assertions.assertTrue(config.isHybridEnabled()); + Assertions.assertEquals("docling", config.getHybrid()); + } + + @Test + public void testDoclingEffectiveUrl() { + HybridConfig config = new HybridConfig(); + + // docling uses same URL as docling-fast + Assertions.assertEquals(HybridConfig.DOCLING_FAST_DEFAULT_URL, config.getEffectiveUrl("docling")); + Assertions.assertEquals(HybridConfig.DOCLING_FAST_DEFAULT_URL, config.getEffectiveUrl("docling-fast")); + } + + @Test + public void testHancomAIBackendEnabled() { + Config config = new Config(); + config.setHybrid("hancom-ai"); + + Assertions.assertTrue(config.isHybridEnabled()); + Assertions.assertEquals("hancom-ai", config.getHybrid()); + } + + @Test + public void testCreateTransformerReturnsHancomAISchemaTransformer() throws Exception { + Config config = new Config(); + config.setHybrid("hancom-ai"); + + // createTransformer is private static — use reflection to verify it returns the correct type + java.lang.reflect.Method method = HybridDocumentProcessor.class.getDeclaredMethod("createTransformer", Config.class); + method.setAccessible(true); + HybridSchemaTransformer transformer = (HybridSchemaTransformer) method.invoke(null, config); + + Assertions.assertNotNull(transformer); + Assertions.assertInstanceOf(HancomAISchemaTransformer.class, transformer); + } + + // ===== Backend Chunk Splitting Tests ===== + + /** Helper that mirrors the chunk-splitting logic in processBackendPath. */ + private static List> splitIntoChunks(Set pageNumbers, int chunkSize) { + List sorted = new ArrayList<>(new TreeSet<>(pageNumbers)); + List> chunks = new ArrayList<>(); + for (int i = 0; i < sorted.size(); i += chunkSize) { + chunks.add(sorted.subList(i, Math.min(i + chunkSize, sorted.size()))); + } + return chunks; + } + + @Test + public void testChunkSplitting_zeroPages() { + List> chunks = splitIntoChunks(new HashSet<>(), + HybridDocumentProcessor.BACKEND_CHUNK_SIZE); + Assertions.assertTrue(chunks.isEmpty()); + } + + @Test + public void testChunkSplitting_exactlyChunkSize() { + Set pages = new HashSet<>(); + for (int i = 0; i < HybridDocumentProcessor.BACKEND_CHUNK_SIZE; i++) { + pages.add(i); + } + List> chunks = splitIntoChunks(pages, + HybridDocumentProcessor.BACKEND_CHUNK_SIZE); + + Assertions.assertEquals(1, chunks.size()); + Assertions.assertEquals(HybridDocumentProcessor.BACKEND_CHUNK_SIZE, chunks.get(0).size()); + } + + @Test + public void testChunkSplitting_chunkSizePlusOne() { + int size = HybridDocumentProcessor.BACKEND_CHUNK_SIZE + 1; + Set pages = new HashSet<>(); + for (int i = 0; i < size; i++) { + pages.add(i); + } + List> chunks = splitIntoChunks(pages, + HybridDocumentProcessor.BACKEND_CHUNK_SIZE); + + Assertions.assertEquals(2, chunks.size()); + Assertions.assertEquals(HybridDocumentProcessor.BACKEND_CHUNK_SIZE, chunks.get(0).size()); + Assertions.assertEquals(1, chunks.get(1).size()); + } + + @Test + public void testChunkSplitting_singlePage() { + Set pages = new HashSet<>(); + pages.add(42); + List> chunks = splitIntoChunks(pages, + HybridDocumentProcessor.BACKEND_CHUNK_SIZE); + + Assertions.assertEquals(1, chunks.size()); + Assertions.assertEquals(1, chunks.get(0).size()); + Assertions.assertEquals(42, (int) chunks.get(0).get(0)); + } + + @Test + public void testChunkSplitting_nonContiguousPages() { + // Simulate triage routing every 5th page to backend + Set pages = new HashSet<>(); + for (int i = 0; i < 300; i += 5) { + pages.add(i); + } + // 60 pages total → 2 chunks (50 + 10) + List> chunks = splitIntoChunks(pages, + HybridDocumentProcessor.BACKEND_CHUNK_SIZE); + + Assertions.assertEquals(2, chunks.size()); + Assertions.assertEquals(HybridDocumentProcessor.BACKEND_CHUNK_SIZE, chunks.get(0).size()); + Assertions.assertEquals(10, chunks.get(1).size()); + + // Verify sorted order + for (List chunk : chunks) { + for (int i = 1; i < chunk.size(); i++) { + Assertions.assertTrue(chunk.get(i) > chunk.get(i - 1), + "Pages within chunk should be sorted"); + } + } + } + + @Test + public void testChunkSplitting_largeDocument() { + // 154 pages like the reporter's PDF + Set pages = new HashSet<>(); + for (int i = 0; i < 154; i++) { + pages.add(i); + } + List> chunks = splitIntoChunks(pages, + HybridDocumentProcessor.BACKEND_CHUNK_SIZE); + + Assertions.assertEquals(4, chunks.size()); // 50 + 50 + 50 + 4 + Assertions.assertEquals(50, chunks.get(0).size()); + Assertions.assertEquals(50, chunks.get(1).size()); + Assertions.assertEquals(50, chunks.get(2).size()); + Assertions.assertEquals(4, chunks.get(3).size()); + + // All pages accounted for + Set allChunked = new HashSet<>(); + for (List chunk : chunks) { + allChunked.addAll(chunk); + } + Assertions.assertEquals(pages, allChunked); + } + + // failFastIfBackendFailedWithoutFallback — fail-fast contract for backend failures. + + @Test + public void testFailFast_EmptyFailedPages_NoFallback_DoesNotThrow() throws Exception { + // Contract: no failed pages means processing succeeded — never throw, + // regardless of fallback flag. + HybridConfig config = new HybridConfig(); + config.setFallbackToJava(false); + + HybridDocumentProcessor.failFastIfBackendFailedWithoutFallback(new HashSet<>(), config); + } + + @Test + public void testFailFast_EmptyFailedPages_WithFallback_DoesNotThrow() throws Exception { + HybridConfig config = new HybridConfig(); + config.setFallbackToJava(true); + + HybridDocumentProcessor.failFastIfBackendFailedWithoutFallback(new HashSet<>(), config); + } + + @Test + public void testFailFast_NonEmptyFailedPages_WithFallback_DoesNotThrow() throws Exception { + // Contract: when fallback is enabled, failed pages are reprocessed via Java + // path elsewhere — this helper must stay silent and never throw. + HybridConfig config = new HybridConfig(); + config.setFallbackToJava(true); + + Set failed = new HashSet<>(); + failed.add(0); + failed.add(3); + + HybridDocumentProcessor.failFastIfBackendFailedWithoutFallback(failed, config); + } + + @Test + public void testFailFast_AllPagesFailed_NoFallback_ThrowsWithPageNumbers() { + // Contract: backend left every page unprocessed and fallback is disabled — + // throw so the caller (CLI / library wrapper) can surface a non-zero exit + // instead of producing an empty result silently. + HybridConfig config = new HybridConfig(); + config.setFallbackToJava(false); + + Set failed = new HashSet<>(); + for (int i = 0; i < 21; i++) { + failed.add(i); + } + + java.io.IOException ex = Assertions.assertThrows(java.io.IOException.class, () -> + HybridDocumentProcessor.failFastIfBackendFailedWithoutFallback(failed, config)); + + // Message must carry enough information that automation reading stderr can + // identify which pages failed without re-running with verbose logs. + // Anchor on the rendered list prefix/suffix so the assertion fails if the + // list itself disappears — a bare contains("1") would pass on "1 page(s)". + Assertions.assertTrue(ex.getMessage().contains("21 page(s)"), + "message should include failed page count: " + ex.getMessage()); + Assertions.assertTrue(ex.getMessage().contains("[1, 2,"), + "message should render 1-indexed page list starting at 1: " + ex.getMessage()); + Assertions.assertTrue(ex.getMessage().contains(", 21]"), + "message should render 1-indexed page list ending at 21: " + ex.getMessage()); + Assertions.assertTrue(ex.getMessage().contains("fallback disabled"), + "message should explain why processing failed: " + ex.getMessage()); + } + + @Test + public void testFailFast_PartialPagesFailed_NoFallback_ThrowsWithPageNumbers() { + // Contract: partial failure is treated the same as total failure when + // fallback is disabled — any unprocessed page must surface as a non-zero + // exit, otherwise downstream consumers cannot tell a sparse result from + // a successful one. + HybridConfig config = new HybridConfig(); + config.setFallbackToJava(false); + + Set failed = new HashSet<>(); + failed.add(1); // page 2 (1-indexed) + failed.add(5); // page 6 + failed.add(20); // page 21 + + java.io.IOException ex = Assertions.assertThrows(java.io.IOException.class, () -> + HybridDocumentProcessor.failFastIfBackendFailedWithoutFallback(failed, config)); + + Assertions.assertTrue(ex.getMessage().contains("3 page(s)"), + "message should include failed page count: " + ex.getMessage()); + // The exact rendered list — both that the right pages are present and + // that they are sorted 1-indexed ascending. + Assertions.assertTrue(ex.getMessage().contains("[2, 6, 21]"), + "message should render sorted 1-indexed list [2, 6, 21]: " + ex.getMessage()); + } + + @Test + public void testFailFast_SinglePageFailed_RendersSingleElementList() { + // Contract guard for single-element list rendering. Keeps the + // [] form honest when only one page failed (the most common + // partial-failure case in practice). + HybridConfig config = new HybridConfig(); + config.setFallbackToJava(false); + + Set failed = new HashSet<>(); + failed.add(6); // page 7 (1-indexed) + + java.io.IOException ex = Assertions.assertThrows(java.io.IOException.class, () -> + HybridDocumentProcessor.failFastIfBackendFailedWithoutFallback(failed, config)); + + Assertions.assertTrue(ex.getMessage().contains("1 page(s)"), + "message should include failed page count: " + ex.getMessage()); + Assertions.assertTrue(ex.getMessage().contains("[7]"), + "message should render single-element list as [7]: " + ex.getMessage()); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/LevelProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/LevelProcessorTest.java new file mode 100644 index 0000000..b64466b --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/LevelProcessorTest.java @@ -0,0 +1,159 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.listLabelsDetection.NumberingStyleNames; + +import java.util.ArrayList; +import java.util.List; + +public class LevelProcessorTest { + + @Test + public void testDetectLevelsForParagraphs() { + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setHeadings(new ArrayList<>()); + List> contents = new ArrayList<>(); + List pageContents = new ArrayList<>(); + contents.add(pageContents); + SemanticParagraph paragraph1 = new SemanticParagraph(); + pageContents.add(paragraph1); + paragraph1.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "- test", "Font1", 20, 700, 0, 30.0, new double[]{0.0}, + null, 0))); + SemanticParagraph paragraph2 = new SemanticParagraph(); + pageContents.add(paragraph2); + paragraph2.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "+ test", "Font1", 10, 700, 0, 20.0, new double[]{0.5}, + null, 0))); + LevelProcessor.detectLevels(contents); + Assertions.assertEquals(2, contents.get(0).size()); + Assertions.assertEquals("1", contents.get(0).get(0).getLevel()); + Assertions.assertEquals("2", contents.get(0).get(1).getLevel()); + } + + @Test + public void testDetectLevelsForLists() { + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setHeadings(new ArrayList<>()); + List> contents = new ArrayList<>(); + List pageContents = new ArrayList<>(); + contents.add(pageContents); + PDFList list1 = new PDFList(); + list1.setNumberingStyle(NumberingStyleNames.ARABIC_NUMBERS); + PDFList list2 = new PDFList(); + list2.setNumberingStyle(NumberingStyleNames.ARABIC_NUMBERS); + PDFList list3 = new PDFList(); + list3.setNumberingStyle(NumberingStyleNames.UNORDERED); + pageContents.add(list1); + pageContents.add(list2); + pageContents.add(list3); + ListItem listItem1 = new ListItem(new BoundingBox(), 1l); + listItem1.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 70.0, 20.0, 80.0), + "1. test", 10, 70.0))); + list1.add(listItem1); + ListItem listItem2 = new ListItem(new BoundingBox(), 2l); + listItem2.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 60.0, 20.0, 70.0), + "2. test", 10, 60.0))); + list1.add(listItem2); + ListItem listItem3 = new ListItem(new BoundingBox(), 3l); + listItem3.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 50.0, 20.0, 60.0), + "3. test", 10, 50.0))); + list2.add(listItem3); + ListItem listItem4 = new ListItem(new BoundingBox(), 4l); + listItem4.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 40.0, 20.0, 50.0), + "4. test", 10, 40.0))); + list1.add(listItem2); + ListItem listItem5 = new ListItem(new BoundingBox(), 3l); + listItem5.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "- test", 10, 30.0))); + list3.add(listItem5); + ListItem listItem6 = new ListItem(new BoundingBox(), 4l); + listItem6.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "- test", 10, 20.0))); + list3.add(listItem6); + LevelProcessor.detectLevels(contents); + Assertions.assertEquals(3, contents.get(0).size()); + Assertions.assertEquals("1", contents.get(0).get(0).getLevel()); + Assertions.assertEquals("1", contents.get(0).get(1).getLevel()); + Assertions.assertEquals("2", contents.get(0).get(2).getLevel()); + } + + @Test + public void testDetectLevelsForTables() { + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setHeadings(new ArrayList<>()); + List> contents = new ArrayList<>(); + List pageContents1 = new ArrayList<>(); + contents.add(pageContents1); + TableBorder tableBorder1 = new TableBorder(2, 2); + tableBorder1.setRecognizedStructureId(1l); + tableBorder1.setBoundingBox(new BoundingBox(0, 10.0, 10.0, 30.0, 30.0)); + TableBorderRow row1 = new TableBorderRow(0, 2, 0l); + row1.setBoundingBox(new BoundingBox(0, 10.0, 20.0, 30.0, 30.0)); + row1.getCells()[0] = new TableBorderCell(0, 0, 1, 1, 0l); + row1.getCells()[0].setBoundingBox(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0)); + row1.getCells()[1] = new TableBorderCell(0, 1, 1, 1, 0l); + row1.getCells()[1].setBoundingBox(new BoundingBox(0, 20.0, 20.0, 30.0, 30.0)); + tableBorder1.getRows()[0] = row1; + TableBorderRow row2 = new TableBorderRow(0, 2, 0l); + row2.setBoundingBox(new BoundingBox(0, 10.0, 10.0, 30.0, 20.0)); + row2.getCells()[0] = new TableBorderCell(0, 0, 1, 1, 0l); + row2.getCells()[0].setBoundingBox(new BoundingBox(0, 10.0, 10.0, 20.0, 20.0)); + row2.getCells()[1] = new TableBorderCell(0, 1, 1, 1, 0l); + row2.getCells()[1].setBoundingBox(new BoundingBox(0, 20.0, 10.0, 30.0, 20.0)); + tableBorder1.getRows()[1] = row2; + pageContents1.add(tableBorder1); + + List pageContents2 = new ArrayList<>(); + contents.add(pageContents2); + TableBorder tableBorder2 = new TableBorder(2, 2); + tableBorder2.setRecognizedStructureId(2l); + tableBorder2.setBoundingBox(new BoundingBox(1, 10.0, 10.0, 30.0, 30.0)); + row1 = new TableBorderRow(0, 2, 0l); + row1.setBoundingBox(new BoundingBox(1, 10.0, 20.0, 30.0, 30.0)); + row1.getCells()[0] = new TableBorderCell(0, 0, 1, 1, 0l); + row1.getCells()[0].setBoundingBox(new BoundingBox(1, 10.0, 20.0, 20.0, 30.0)); + row1.getCells()[1] = new TableBorderCell(0, 1, 1, 1, 0l); + row1.getCells()[1].setBoundingBox(new BoundingBox(1, 20.0, 20.0, 30.0, 30.0)); + tableBorder2.getRows()[0] = row1; + row2 = new TableBorderRow(0, 2, 0l); + row2.setBoundingBox(new BoundingBox(1, 10.0, 10.0, 30.0, 20.0)); + row2.getCells()[0] = new TableBorderCell(1, 0, 1, 1, 0l); + row2.getCells()[0].setBoundingBox(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0)); + row2.getCells()[1] = new TableBorderCell(1, 1, 1, 1, 0l); + row2.getCells()[1].setBoundingBox(new BoundingBox(1, 20.0, 10.0, 30.0, 20.0)); + tableBorder2.getRows()[1] = row2; + pageContents2.add(tableBorder2); + LevelProcessor.detectLevels(contents); + Assertions.assertEquals("1", contents.get(0).get(0).getLevel()); + Assertions.assertEquals("2", contents.get(1).get(0).getLevel()); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/ListProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/ListProcessorTest.java new file mode 100644 index 0000000..71b77f1 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/ListProcessorTest.java @@ -0,0 +1,149 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.lists.ListItem; +import org.verapdf.wcag.algorithms.entities.lists.PDFList; +import org.verapdf.wcag.algorithms.entities.maps.AccumulatedNodeMapper; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.ArrayList; +import java.util.List; + +public class ListProcessorTest { + + @Test + public void testProcessLists() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + List pageContents = new ArrayList<>(); + List> contents = new ArrayList<>(); + contents.add(pageContents); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "1. test", 10, 30.0))); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "2. test", 10, 20.0))); + ListProcessor.processLists(contents, false); + Assertions.assertEquals(1, contents.get(0).size()); + Assertions.assertTrue(contents.get(0).get(0) instanceof PDFList); + } + + @Test + public void testProcessListsFromTextNodes() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticContainers.setAccumulatedNodeMapper(new AccumulatedNodeMapper()); + List contents = new ArrayList<>(); + SemanticParagraph paragraph1 = new SemanticParagraph(); + contents.add(paragraph1); + paragraph1.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "1. test", 10, 30.0))); + SemanticParagraph paragraph2 = new SemanticParagraph(); + contents.add(paragraph2); + paragraph2.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "2. test", 10, 20.0))); + contents = ListProcessor.processListsFromTextNodes(contents); + Assertions.assertEquals(1, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof PDFList); + } + + @Test + public void testCheckNeighborLists() { + StaticContainers.setIsDataLoader(true); + List pageContents = new ArrayList<>(); + List> contents = new ArrayList<>(); + contents.add(pageContents); + PDFList list1 = new PDFList(); + PDFList list2 = new PDFList(); + pageContents.add(list1); + pageContents.add(list2); + ListItem listItem1 = new ListItem(new BoundingBox(), 1l); + listItem1.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 50.0, 20.0, 60.0), + "1. test", 10, 50.0))); + list1.add(listItem1); + ListItem listItem2 = new ListItem(new BoundingBox(), 2l); + listItem2.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 40.0, 20.0, 50.0), + "2. test", 10, 40.0))); + list1.add(listItem2); + ListItem listItem3 = new ListItem(new BoundingBox(), 3l); + listItem3.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "3. test", 10, 30.0))); + list2.add(listItem3); + ListItem listItem4 = new ListItem(new BoundingBox(), 4l); + listItem4.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "4. test", 10, 20.0))); + list2.add(listItem4); + ListProcessor.checkNeighborLists(contents); + contents.set(0, DocumentProcessor.removeNullObjectsFromList(contents.get(0))); + Assertions.assertEquals(1, contents.size()); + Assertions.assertEquals(1, contents.get(0).size()); + Assertions.assertTrue(contents.get(0).get(0) instanceof PDFList); + Assertions.assertEquals(4, ((PDFList) contents.get(0).get(0)).getNumberOfListItems()); + } + + @Test + public void testProcessListsWithSingleCharacterLabels() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + List pageContents = new ArrayList<>(); + List> contents = new ArrayList<>(); + contents.add(pageContents); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 50.0, 20.0, 60.0), + "1", 10, 50.0))); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 40.0, 20.0, 50.0), + "가. 첫 번째 항목", 10, 40.0))); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "나. 두 번째 항목", 10, 30.0))); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + ")", 10, 20.0))); + int originalSize = pageContents.size(); + ListProcessor.processLists(contents, false); + Assertions.assertFalse(contents.get(0).isEmpty(), + "Content should not be empty after processing"); + Assertions.assertTrue(contents.get(0).size() <= originalSize, + "Content size should not exceed original size"); + } + + @Test + public void testProcessListsWithEdgeCaseLabels() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + List pageContents = new ArrayList<>(); + List> contents = new ArrayList<>(); + contents.add(pageContents); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 50.0, 20.0, 60.0), + "a", 10, 50.0))); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 40.0, 20.0, 50.0), + "b", 10, 40.0))); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "1)", 10, 30.0))); + pageContents.add(new TextLine(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "2)", 10, 20.0))); + int originalSize = pageContents.size(); + ListProcessor.processLists(contents, false); + Assertions.assertFalse(contents.get(0).isEmpty(), + "Content should not be empty after processing"); + Assertions.assertTrue(contents.get(0).size() <= originalSize, + "Content size should not exceed original size"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/ParagraphProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/ParagraphProcessorTest.java new file mode 100644 index 0000000..593650d --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/ParagraphProcessorTest.java @@ -0,0 +1,103 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.TextBlock; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.enums.TextAlignment; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.ArrayList; +import java.util.List; + +public class ParagraphProcessorTest { + + @Test + public void testProcessParagraphs() { + StaticContainers.setIsDataLoader(true); + List contents = new ArrayList<>(); + contents.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 30.0, 20.0, 40.0), + "test", 10, 30.0))); + contents.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 20.0, 20.0, 30.0), + "test", 10, 20.0))); + contents.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0), + "test", 10, 10.0))); + contents = ParagraphProcessor.processParagraphs(contents); + Assertions.assertEquals(1, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof SemanticParagraph); + } + + /** + * Regression test for PR `#567`: right-alignment detection must claim adjacent single-line + * blocks before the two-line paragraph heuristic. + * + *

    Two adjacent single-line TextLines with right-aligned geometry (identical rightX, + * differing leftX) satisfy BOTH detection predicates: + *

      + *
    • {`@code` areLinesOfParagraphsWithRightAlignments} → would set {`@link` TextAlignment#RIGHT}
      • + *
    • {`@code` isTwoLinesParagraph} → would set {`@link` TextAlignment#LEFT}
      • + *
    + * + *

    After the reorder ({`@code` detectParagraphsWithRightAlignments} before + * {`@code` detectTwoLinesParagraphs}), the right-alignment pass must claim the blocks first, + * so the merged paragraph carries {`@link` TextAlignment#RIGHT}. + * If the detection order were reversed the block would be LEFT-aligned instead. + */ + @Test + public void testRightAlignmentTakesPrecedenceOverTwoLineHeuristic() { + StaticContainers.setIsDataLoader(true); + + // Line 1 – shorter, flush right: leftX=15, rightX=20 + // Line 2 – longer, flush right: leftX=10, rightX=20 + // + // Geometry properties: + // • Both lines share rightX=20 → ChunksMergeUtils.getAlignment() == RIGHT + // • line1.leftX(15) ≥ line2.leftX(10) → isTwoLinesParagraph leftX check passes + // • line1.rightX(20) ≥ line2.rightX(20) → isTwoLinesParagraph rightX check passes + // • Lines are vertically adjacent (line height = font size = 10) + // • Same font size (10) → areTextBlocksHaveSameTextSize passes + // + // Both heuristics would match, so the test verifies which one wins after the reorder. + List contents = new ArrayList<>(); + contents.add(new TextLine(new TextChunk( + new BoundingBox(1, 15.0, 20.0, 20.0, 30.0), "short", 10, 20.0))); + contents.add(new TextLine(new TextChunk( + new BoundingBox(1, 10.0, 10.0, 20.0, 20.0), "longer line", 10, 10.0))); + + contents = ParagraphProcessor.processParagraphs(contents); + + // The two right-aligned lines must be merged into exactly one paragraph. + Assertions.assertEquals(1, contents.size(), + "Two right-aligned single lines should be merged into one paragraph"); + Assertions.assertInstanceOf(SemanticParagraph.class, contents.get(0)); + + // The merged block must carry TextAlignment.RIGHT because detectParagraphsWithRightAlignments + // now runs before detectTwoLinesParagraphs. If the order were reversed, the block would + // be LEFT-aligned (set by isTwoLinesParagraph). + SemanticParagraph para = (SemanticParagraph) contents.get(0); + TextBlock block = para.getLastColumn().getBlocks().get(0); + Assertions.assertEquals(TextAlignment.RIGHT, block.getTextAlignment(), + "detectParagraphsWithRightAlignments must claim the blocks before " + + "detectTwoLinesParagraphs; expected TextAlignment.RIGHT but got: " + + block.getTextAlignment()); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/SpecialTableProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/SpecialTableProcessorTest.java new file mode 100644 index 0000000..4bb0f3e --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/SpecialTableProcessorTest.java @@ -0,0 +1,52 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.TableBordersCollection; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.ArrayList; +import java.util.List; + +public class SpecialTableProcessorTest { + + @Test + public void testDetectSpecialTables() { + StaticContainers.setTableBordersCollection(new TableBordersCollection()); + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setCurrentContentId(0); + List contents = new ArrayList<>(); + contents.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 30.0, 20.0, 40.0), + "수신", 10, 30.0))); + contents.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 20.0, 20.0, 30.0), + "경유", 10, 20.0))); + contents.add(new TextLine(new TextChunk(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0), + "제목", 10, 10.0))); + contents = SpecialTableProcessor.detectSpecialTables(contents); + Assertions.assertEquals(1, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof TableBorder); + } + +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TableBorderProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TableBorderProcessorTest.java new file mode 100644 index 0000000..c3edbf0 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TableBorderProcessorTest.java @@ -0,0 +1,389 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.SemanticParagraph; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.entities.tables.TableBordersCollection; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorder; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderCell; +import org.verapdf.wcag.algorithms.entities.tables.tableBorders.TableBorderRow; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.StreamInfo; + +import java.time.Duration; +import java.util.ArrayList; +import java.util.List; +import java.util.SortedSet; +import java.util.TreeSet; + +import static org.junit.jupiter.api.Assertions.assertTimeout; + +public class TableBorderProcessorTest { + + @Test + public void testProcessTableBorders() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setCurrentContentId(2l); + TableBordersCollection tableBordersCollection = new TableBordersCollection(); + StaticContainers.setTableBordersCollection(tableBordersCollection); + List contents = new ArrayList<>(); + TableBorder tableBorder = new TableBorder(2, 2); + SortedSet tables = new TreeSet<>(new TableBorder.TableBordersComparator()); + tables.add(tableBorder); + tableBordersCollection.getTableBorders().add(tables); + tableBorder.setRecognizedStructureId(1l); + tableBorder.setBoundingBox(new BoundingBox(0, 10.0, 10.0, 30.0, 30.0)); + TableBorderRow row1 = new TableBorderRow(0, 2, 0l); + row1.setBoundingBox(new BoundingBox(0, 10.0, 20.0, 30.0, 30.0)); + row1.getCells()[0] = new TableBorderCell(0, 0, 1, 1, 0l); + row1.getCells()[0].setBoundingBox(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0)); + row1.getCells()[1] = new TableBorderCell(0, 1, 1, 1, 0l); + row1.getCells()[1].setBoundingBox(new BoundingBox(0, 20.0, 20.0, 30.0, 30.0)); + tableBorder.getRows()[0] = row1; + TableBorderRow row2 = new TableBorderRow(0, 2, 0l); + row2.setBoundingBox(new BoundingBox(0, 10.0, 10.0, 30.0, 20.0)); + row2.getCells()[0] = new TableBorderCell(1, 0, 1, 1, 0l); + row2.getCells()[0].setBoundingBox(new BoundingBox(0, 10.0, 10.0, 20.0, 20.0)); + row2.getCells()[1] = new TableBorderCell(1, 1, 1, 1, 0l); + row2.getCells()[1].setBoundingBox(new BoundingBox(0, 20.0, 10.0, 30.0, 20.0)); + tableBorder.getRows()[1] = row2; + tableBorder.calculateCoordinatesUsingBoundingBoxesOfRowsAndColumns(); + TextChunk textChunk = new TextChunk(new BoundingBox(0, 11.0, 21.0, 29.0, 29.0), + "test", 10, 21.0); + // xObjectName is null because test TextChunks are not backed by a real PDF stream + textChunk.getStreamInfos().add(new StreamInfo(0, null, 0, "test".length())); + contents.add(textChunk); + textChunk.adjustSymbolEndsToBoundingBox(null); + contents.add(new ImageChunk(new BoundingBox(0, 11.0, 11.0, 19.0, 19.0))); + contents = TableBorderProcessor.processTableBorders(contents, 0); + Assertions.assertEquals(1, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof TableBorder); + TableBorder resultBorder = (TableBorder) contents.get(0); +// Assertions.assertSame(resultBorder, +// tableBordersCollection.getTableBorder(resultBorder.getBoundingBox())); + List cellContents = resultBorder.getRow(0).getCell(0).getContents(); + Assertions.assertEquals(1, cellContents.size()); + Assertions.assertTrue(cellContents.get(0) instanceof SemanticParagraph); + Assertions.assertEquals("te", ((SemanticParagraph) cellContents.get(0)).getValue()); + cellContents = resultBorder.getRow(0).getCell(1).getContents(); + Assertions.assertEquals(1, cellContents.size()); + Assertions.assertTrue(cellContents.get(0) instanceof SemanticParagraph); + Assertions.assertEquals("st", ((SemanticParagraph) cellContents.get(0)).getValue()); + cellContents = resultBorder.getRow(1).getCell(0).getContents(); + Assertions.assertEquals(1, cellContents.size()); + Assertions.assertTrue(cellContents.get(0) instanceof ImageChunk); + } + + @Test + public void testCheckNeighborTables() { + List> contents = new ArrayList<>(); + List pageContents1 = new ArrayList<>(); + contents.add(pageContents1); + TableBorder tableBorder1 = new TableBorder(2, 2); + tableBorder1.setRecognizedStructureId(1l); + tableBorder1.setBoundingBox(new BoundingBox(0, 10.0, 10.0, 30.0, 30.0)); + TableBorderRow row1 = new TableBorderRow(0, 2, 0l); + row1.setBoundingBox(new BoundingBox(0, 10.0, 20.0, 30.0, 30.0)); + row1.getCells()[0] = new TableBorderCell(0, 0, 1, 1, 0l); + row1.getCells()[0].setBoundingBox(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0)); + row1.getCells()[1] = new TableBorderCell(0, 1, 1, 1, 0l); + row1.getCells()[1].setBoundingBox(new BoundingBox(0, 20.0, 20.0, 30.0, 30.0)); + tableBorder1.getRows()[0] = row1; + TableBorderRow row2 = new TableBorderRow(0, 2, 0l); + row2.setBoundingBox(new BoundingBox(0, 10.0, 10.0, 30.0, 20.0)); + row2.getCells()[0] = new TableBorderCell(1, 0, 1, 1, 0l); + row2.getCells()[0].setBoundingBox(new BoundingBox(0, 10.0, 10.0, 20.0, 20.0)); + row2.getCells()[1] = new TableBorderCell(1, 1, 1, 1, 0l); + row2.getCells()[1].setBoundingBox(new BoundingBox(0, 20.0, 10.0, 30.0, 20.0)); + tableBorder1.getRows()[1] = row2; + pageContents1.add(tableBorder1); + + List pageContents2 = new ArrayList<>(); + contents.add(pageContents2); + TableBorder tableBorder2 = new TableBorder(2, 2); + tableBorder2.setRecognizedStructureId(2l); + tableBorder2.setBoundingBox(new BoundingBox(1, 10.0, 10.0, 30.0, 30.0)); + row1 = new TableBorderRow(0, 2, 0l); + row1.setBoundingBox(new BoundingBox(1, 10.0, 20.0, 30.0, 30.0)); + row1.getCells()[0] = new TableBorderCell(0, 0, 1, 1, 0l); + row1.getCells()[0].setBoundingBox(new BoundingBox(1, 10.0, 20.0, 20.0, 30.0)); + row1.getCells()[1] = new TableBorderCell(0, 1, 1, 1, 0l); + row1.getCells()[1].setBoundingBox(new BoundingBox(1, 20.0, 20.0, 30.0, 30.0)); + tableBorder2.getRows()[0] = row1; + row2 = new TableBorderRow(0, 2, 0l); + row2.setBoundingBox(new BoundingBox(1, 10.0, 10.0, 30.0, 20.0)); + row2.getCells()[0] = new TableBorderCell(1, 0, 1, 1, 0l); + row2.getCells()[0].setBoundingBox(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0)); + row2.getCells()[1] = new TableBorderCell(1, 1, 1, 1, 0l); + row2.getCells()[1].setBoundingBox(new BoundingBox(1, 20.0, 10.0, 30.0, 20.0)); + tableBorder2.getRows()[1] = row2; + pageContents2.add(tableBorder2); + + TableBorderProcessor.checkNeighborTables(contents); + Assertions.assertEquals(2, contents.size()); + Assertions.assertEquals(1, contents.get(0).size()); + Assertions.assertTrue(contents.get(0).get(0) instanceof TableBorder); + Assertions.assertEquals(2l, ((TableBorder) contents.get(0).get(0)).getNextTableId()); + Assertions.assertEquals(1, contents.get(1).size()); + Assertions.assertTrue(contents.get(1).get(0) instanceof TableBorder); + Assertions.assertEquals(1l, ((TableBorder) contents.get(1).get(0)).getPreviousTableId()); + } + + @Test + public void testNormalSmallTableDoesNotTriggerStructuralNormalization() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setCurrentContentId(300L); + TableBordersCollection tableBordersCollection = new TableBordersCollection(); + StaticContainers.setTableBordersCollection(tableBordersCollection); + + TableBorder tableBorder = createTable(0, 10.0, 10.0, 110.0, 70.0, 2, 2, 30L); + SortedSet tables = new TreeSet<>(new TableBorder.TableBordersComparator()); + tables.add(tableBorder); + tableBordersCollection.getTableBorders().add(tables); + + List contents = new ArrayList<>(); + contents.add(createTextChunk(0, 15.0, 48.0, 45.0, 58.0, "r1c1")); + contents.add(createTextChunk(0, 65.0, 48.0, 95.0, 58.0, "r1c2")); + contents.add(createTextChunk(0, 15.0, 22.0, 45.0, 32.0, "r2c1")); + contents.add(createTextChunk(0, 65.0, 22.0, 95.0, 32.0, "r2c2")); + + TableBorder resultBorder = getSingleResultTable(contents, 0); + + Assertions.assertEquals(2, resultBorder.getNumberOfRows()); + Assertions.assertEquals("r1c1", ((SemanticParagraph) resultBorder.getCell(0, 0).getContents().get(0)).getValue()); + Assertions.assertEquals("r2c2", ((SemanticParagraph) resultBorder.getCell(1, 1).getContents().get(0)).getValue()); + } + + @Test + public void testUndersegmentedFiveColumnTableIsRebuiltFromRawPageContents() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setCurrentContentId(400L); + TableBordersCollection tableBordersCollection = new TableBordersCollection(); + StaticContainers.setTableBordersCollection(tableBordersCollection); + + TableBorder tableBorder = createTable(0, 10.0, 10.0, 260.0, 110.0, 2, 5, 40L); + SortedSet tables = new TreeSet<>(new TableBorder.TableBordersComparator()); + tables.add(tableBorder); + tableBordersCollection.getTableBorders().add(tables); + + List contents = new ArrayList<>(); + double[] rowBottoms = {94.0, 84.0, 74.0, 64.0, 54.0, 44.0, 34.0, 24.0}; + for (int rowIndex = 0; rowIndex < rowBottoms.length; rowIndex++) { + double bottomY = rowBottoms[rowIndex]; + double topY = bottomY + 6.0; + for (int columnNumber = 0; columnNumber < 5; columnNumber++) { + double leftX = 15.0 + (columnNumber * 50.0); + contents.add(createTextChunk(0, leftX, bottomY, leftX + 25.0, topY, + "r" + (rowIndex + 1) + "c" + (columnNumber + 1))); + } + } + + TableBorder resultBorder = getSingleResultTable(contents, 0); + + Assertions.assertEquals(8, resultBorder.getNumberOfRows()); +// Assertions.assertSame(resultBorder, +// tableBordersCollection.getTableBorder(resultBorder.getBoundingBox())); + Assertions.assertEquals("r1c1", ((SemanticParagraph) resultBorder.getCell(0, 0).getContents().get(0)).getValue()); + Assertions.assertEquals("r3c3", ((SemanticParagraph) resultBorder.getCell(2, 2).getContents().get(0)).getValue()); + Assertions.assertEquals("r8c5", ((SemanticParagraph) resultBorder.getCell(7, 4).getContents().get(0)).getValue()); + } + + @Test + public void testNormalizationKeepsOriginalTableWhenRebuildLosesColumns() { + TableBorder tableBorder = createTable(0, 10.0, 10.0, 260.0, 110.0, 2, 5, 50L); + populateOriginalTableContents(tableBorder); + + List rawPageContents = new ArrayList<>(); + double[] rowBottoms = {94.0, 84.0, 74.0, 64.0, 54.0, 44.0, 34.0, 24.0}; + for (int rowIndex = 0; rowIndex < rowBottoms.length; rowIndex++) { + double bottomY = rowBottoms[rowIndex]; + double topY = bottomY + 6.0; + rawPageContents.add(createTextChunk(0, 15.0, bottomY, 40.0, topY, "left-" + rowIndex)); + rawPageContents.add(createTextChunk(0, 65.0, bottomY, 90.0, topY, "mid-" + rowIndex)); + } + + TableBorder normalizedTable = TableStructureNormalizer.normalize(rawPageContents, tableBorder); + + Assertions.assertSame(tableBorder, normalizedTable); + Assertions.assertEquals(2, normalizedTable.getNumberOfRows()); + } + + @Test + public void testTextBlockTableIsNeverNormalized() { + TableBorder tableBorder = createTable(0, 10.0, 10.0, 110.0, 50.0, 1, 1, 60L); + List cellContents = new ArrayList<>(); + cellContents.add(createTextChunk(0, 15.0, 20.0, 90.0, 30.0, "single cell text")); + tableBorder.getCell(0, 0).setContents(cellContents); + + List rawPageContents = new ArrayList<>(); + rawPageContents.add(createTextChunk(0, 15.0, 20.0, 90.0, 30.0, "single cell text")); + rawPageContents.add(createTextChunk(0, 15.0, 32.0, 90.0, 42.0, "more text")); + + TableBorder normalizedTable = TableStructureNormalizer.normalize(rawPageContents, tableBorder); + + Assertions.assertSame(tableBorder, normalizedTable); + Assertions.assertTrue(normalizedTable.isTextBlock()); + } + + // ========== RECURSION DEPTH LIMIT TESTS ========== + + /** + * Test that processTableBorders completes within reasonable time even with + * deeply nested table structures. This is a defensive measure against + * malicious PDFs that could cause stack overflow through deeply nested tables. + *

    + * Real-world PDFs rarely have tables nested more than 2-3 levels deep. + * A depth limit of 10 provides safety margin while supporting legitimate use cases. + */ + @Test + public void testProcessTableBordersDepthLimitNoStackOverflow() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setCurrentContentId(100L); + + // Even with complex nested structures, processing should complete quickly + // This test verifies that the depth limit prevents runaway recursion + assertTimeout(Duration.ofSeconds(5), () -> { + TableBordersCollection tableBordersCollection = new TableBordersCollection(); + StaticContainers.setTableBordersCollection(tableBordersCollection); + + // Create a simple table to process + List contents = new ArrayList<>(); + TableBorder tableBorder = createSimpleTable(0, 10.0, 10.0, 100.0, 100.0, 10L); + SortedSet tables = new TreeSet<>(new TableBorder.TableBordersComparator()); + tables.add(tableBorder); + tableBordersCollection.getTableBorders().add(tables); + + TextChunk textChunk = new TextChunk( + new BoundingBox(0, 15.0, 15.0, 95.0, 95.0), + "test content", 10, 15.0); + textChunk.getStreamInfos().add(new StreamInfo(0, null, 0, "test content".length())); + textChunk.adjustSymbolEndsToBoundingBox(null); + contents.add(textChunk); + + // Should complete without stack overflow + List result = TableBorderProcessor.processTableBorders(contents, 0); + Assertions.assertNotNull(result); + }); + } + + /** + * Test that normal table processing still works correctly with depth tracking. + * Verifies that the depth limit doesn't interfere with legitimate nested tables. + */ + @Test + public void testProcessTableBordersNormalNestedTableProcessedCorrectly() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticLayoutContainers.setCurrentContentId(200L); + TableBordersCollection tableBordersCollection = new TableBordersCollection(); + StaticContainers.setTableBordersCollection(tableBordersCollection); + + // Create outer table + TableBorder outerTable = createSimpleTable(0, 10.0, 10.0, 200.0, 200.0, 20L); + SortedSet tables = new TreeSet<>(new TableBorder.TableBordersComparator()); + tables.add(outerTable); + tableBordersCollection.getTableBorders().add(tables); + + List contents = new ArrayList<>(); + TextChunk textChunk = new TextChunk( + new BoundingBox(0, 15.0, 15.0, 95.0, 95.0), + "outer content", 10, 15.0); + textChunk.getStreamInfos().add(new StreamInfo(0, null, 0, "outer content".length())); + textChunk.adjustSymbolEndsToBoundingBox(null); + contents.add(textChunk); + + // Process should complete successfully + List result = TableBorderProcessor.processTableBorders(contents, 0); + + Assertions.assertEquals(1, result.size()); + Assertions.assertTrue(result.get(0) instanceof TableBorder); + } + + /** + * Helper method to create a simple 2x2 table for testing. + */ + private TableBorder createSimpleTable(int pageNumber, double leftX, double bottomY, + double rightX, double topY, long structureId) { + return createTable(pageNumber, leftX, bottomY, rightX, topY, 2, 2, structureId); + } + + private TableBorder createTable(int pageNumber, double leftX, double bottomY, + double rightX, double topY, int rows, int columns, long structureId) { + TableBorder table = new TableBorder(rows, columns); + table.setRecognizedStructureId(structureId); + table.setBoundingBox(new BoundingBox(pageNumber, leftX, bottomY, rightX, topY)); + + double columnWidth = (rightX - leftX) / columns; + double rowHeight = (topY - bottomY) / rows; + for (int rowNumber = 0; rowNumber < rows; rowNumber++) { + double rowTopY = topY - (rowNumber * rowHeight); + double rowBottomY = rowTopY - rowHeight; + TableBorderRow row = new TableBorderRow(rowNumber, columns, 0L); + row.setBoundingBox(new BoundingBox(pageNumber, leftX, rowBottomY, rightX, rowTopY)); + table.getRows()[rowNumber] = row; + + for (int columnNumber = 0; columnNumber < columns; columnNumber++) { + double cellLeftX = leftX + (columnNumber * columnWidth); + double cellRightX = cellLeftX + columnWidth; + TableBorderCell cell = new TableBorderCell(rowNumber, columnNumber, 1, 1, 0L); + cell.setBoundingBox(new BoundingBox(pageNumber, cellLeftX, rowBottomY, cellRightX, rowTopY)); + row.getCells()[columnNumber] = cell; + } + } + + table.calculateCoordinatesUsingBoundingBoxesOfRowsAndColumns(); + return table; + } + + private void populateOriginalTableContents(TableBorder table) { + for (int rowNumber = 0; rowNumber < table.getNumberOfRows(); rowNumber++) { + for (int columnNumber = 0; columnNumber < table.getNumberOfColumns(); columnNumber++) { + TableBorderCell cell = table.getCell(rowNumber, columnNumber); + cell.setContents(new ArrayList<>(List.of(createTextChunk(0, + cell.getLeftX() + 2.0, cell.getBottomY() + 5.0, cell.getLeftX() + 28.0, + cell.getBottomY() + 15.0, "orig-" + rowNumber + "-" + columnNumber)))); + } + } + } + + private TableBorder getSingleResultTable(List contents, int pageNumber) { + List processedContents = TableBorderProcessor.processTableBorders(contents, pageNumber); + Assertions.assertEquals(1, processedContents.size()); + Assertions.assertTrue(processedContents.get(0) instanceof TableBorder); + return (TableBorder) processedContents.get(0); + } + + private TextChunk createTextChunk(int pageNumber, double leftX, double bottomY, double rightX, + double topY, String value) { + TextChunk textChunk = new TextChunk(new BoundingBox(pageNumber, leftX, bottomY, rightX, topY), + value, topY - bottomY, bottomY); + textChunk.getStreamInfos().add(new StreamInfo(0, null, 0, value.length())); + textChunk.adjustSymbolEndsToBoundingBox(null); + return textChunk; + } + +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextDecorationProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextDecorationProcessorTest.java new file mode 100644 index 0000000..f3b290b --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextDecorationProcessorTest.java @@ -0,0 +1,496 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.LineArtChunk; +import org.verapdf.wcag.algorithms.entities.content.LineChunk; +import org.verapdf.wcag.algorithms.entities.content.LinesCollection; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.ArrayList; +import java.util.List; + +public class TextDecorationProcessorTest { + + @BeforeEach + public void setUp() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + StaticContainers.setTableBordersCollection(null); + StaticContainers.setLinesCollection(new LinesCollection()); + } + + @Test + public void testStrikethroughDetected() { + List contents = new ArrayList<>(); + + // Text chunk: "apple" at y=[100, 120], x=[10, 60] + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + contents.add(textChunk); + + // Horizontal line through the center (y=110), matching the text width + LineChunk line = LineChunk.createLineChunk(0, 10.0, 110.0, 60.0, 110.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(0).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertTrue(textChunk.getIsStrikethroughText(), "Text chunk should have isStrikethroughText set to true"); + } + + @Test + public void testStrikethroughDetectedForSecondPage() { + List contents = new ArrayList<>(); + + // Text chunk: "apple" at y=[100, 120], x=[10, 60] + TextChunk textChunk = new TextChunk(new BoundingBox(1, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + contents.add(textChunk); + + // Horizontal line through the center (y=110), matching the text width + LineChunk line = LineChunk.createLineChunk(1, 10.0, 110.0, 60.0, 110.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(1).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 1, true); + + Assertions.assertTrue(textChunk.getIsStrikethroughText(), "Text chunk should have isStrikethroughText set to true"); + } + + @Test + public void testLineFromDifferentPageIgnored() { + List contents = new ArrayList<>(); + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + contents.add(textChunk); + + LineChunk line = LineChunk.createLineChunk(0, 10.0, 110.0, 60.0, 110.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(1).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertFalse(textChunk.getIsStrikethroughText(), + "Line from another page must not affect current page processing"); + } + + @Test + public void testUnderlineNotDetectedAsStrikethrough() { + List contents = new ArrayList<>(); + + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + contents.add(textChunk); + + // Horizontal line near the bottom (y=101 — underline position) + LineChunk line = LineChunk.createLineChunk(0, 10.0, 101.0, 60.0, 101.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(0).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Underline should not be detected as strikethrough"); + } + + @Test + public void testLineAboveTextNotDetected() { + List contents = new ArrayList<>(); + + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + contents.add(textChunk); + + // Line above the text (y=130) + LineChunk line = LineChunk.createLineChunk(0, 10.0, 130.0, 60.0, 130.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(0).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Line above text should not be detected as strikethrough"); + } + + @Test + public void testPartialHorizontalOverlapNotDetected() { + List contents = new ArrayList<>(); + + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + contents.add(textChunk); + + // Line only covers half the text width: x=[10, 30] + LineChunk line = LineChunk.createLineChunk(0, 10.0, 110.0, 30.0, 110.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(0).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Partial horizontal overlap should not be detected as strikethrough"); + } + + @Test + public void testNoLinesNoChange() { + List contents = new ArrayList<>(); + + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "hello", 12, 100.0); + contents.add(textChunk); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Text should remain unchanged when no lines exist"); + } + + @Test + public void testVerticalLineIgnored() { + List contents = new ArrayList<>(); + + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "hello", 12, 100.0); + contents.add(textChunk); + + // Vertical line — should be ignored + LineChunk line = LineChunk.createLineChunk(0, 35.0, 100.0, 35.0, 120.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(0).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Vertical line should not trigger strikethrough"); + } + + @Test + public void testWideLineSpanningMultipleChunksDetected() { + List contents = new ArrayList<>(); + + // Two text chunks at different horizontal positions + TextChunk chunk1 = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + TextChunk chunk2 = new TextChunk(new BoundingBox(0, 70.0, 100.0, 130.0, 120.0), + "orange", 12, 100.0); + contents.add(chunk1); + contents.add(chunk2); + + // A thin line spanning multiple chunks on one visual text line. + LineChunk line = LineChunk.createLineChunk(0, 10.0, 110.0, 130.0, 110.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(0).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertTrue(chunk1.getIsStrikethroughText(), + "Thin line matching multiple chunks should be detected"); + Assertions.assertTrue(chunk2.getIsStrikethroughText(), + "Thin line matching multiple chunks should be detected"); + } + +// @Test +// public void testWideLineArtSpanningMultipleChunksDetected() { +// List contents = new ArrayList<>(); +// +// TextChunk chunk1 = new TextChunk(new BoundingBox(0, 10.0, 100.0, 40.0, 120.0), +// "hello", 12, 100.0); +// TextChunk chunk2 = new TextChunk(new BoundingBox(0, 45.0, 100.0, 90.0, 120.0), +// "world", 12, 100.0); +// contents.add(chunk1); +// contents.add(chunk2); +// +// LineArtChunk lineArt = new LineArtChunk(new BoundingBox(0, 10.0, 109.5, 90.0, 110.5)); +// contents.add(lineArt); +// +// TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); +// +// Assertions.assertTrue(chunk1.getIsStrikethroughText(), +// "Line-art strikethrough should support multiple chunks on one visual line"); +// Assertions.assertTrue(chunk2.getIsStrikethroughText(), +// "Line-art strikethrough should support multiple chunks on one visual line"); +// } + + @Test + public void testLineMuchWiderThanTextRejected() { + List contents = new ArrayList<>(); + + // Text chunk: x=[50, 80] (width=30) + TextChunk textChunk = new TextChunk(new BoundingBox(0, 50.0, 100.0, 80.0, 120.0), + "hi", 12, 100.0); + contents.add(textChunk); + + // Line: x=[10, 200] (width=190, much wider than text) — structural separator + LineChunk line = LineChunk.createLineChunk(0, 10.0, 110.0, 200.0, 110.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(0).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Line much wider than text should be rejected as structural separator"); + } + + @Test + public void testThickLineRejectedAsBackgroundFill() { + List contents = new ArrayList<>(); + + // Text chunk: height = 120-100 = 20 + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "hello", 12, 100.0); + contents.add(textChunk); + + // Line with stroke=30.0. This is a background fill or table cell shading, + // not a strikethrough. + LineChunk line = LineChunk.createLineChunk(0, 10.0, 110.0, 60.0, 110.0, 30.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(0).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Thick line should be rejected"); + } + + @Test + public void testTextHeightLineRejectedAsGlyphArtifact() { + List contents = new ArrayList<>(); + + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "hello", 12, 100.0); + contents.add(textChunk); + + // Centered but text-height-ish rules are often extracted glyph/vector + // artifacts, not strikethrough marks. + LineChunk line = LineChunk.createLineChunk(0, 10.0, 110.0, 60.0, 110.0, 10.0, + LineChunk.BUTT_CAP_STYLE); + StaticContainers.getLinesCollection().getHorizontalLines(0).add(line); + + TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); + + Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Text-height line should be rejected"); + } + + @Test + public void testThinLineAcceptedAsStrikethrough() { + // Thin line (stroke=0.6, textHeight=20 → ratio=0.03) — typical strikethrough + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "test", 12, 100.0); + LineChunk line = LineChunk.createLineChunk(0, 10.0, 110.0, 60.0, 110.0, 0.6, + LineChunk.BUTT_CAP_STYLE); + + Assertions.assertTrue(TextDecorationProcessor.isStrikethroughLine(line, textChunk), + "Thin line at center should be detected as strikethrough"); + } + + @Test + public void testNullLineInputsAreIgnored() { + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "test", 12, 100.0); + + Assertions.assertFalse(TextDecorationProcessor.isStrikethroughLine(null, textChunk), + "Null LineChunk should not throw or match"); +// Assertions.assertFalse(TextDecorationProcessor.isStrikethroughLineArt(null, textChunk), +// "Null LineArtChunk should not throw or match"); + } + +// @Test +// public void testThinLineArtDetectedAsStrikethrough() { +// List contents = new ArrayList<>(); +// +// TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), +// "test", 12, 100.0); +// contents.add(textChunk); +// +// // Thin horizontal rectangle through the text center. +// LineArtChunk lineArt = new LineArtChunk(new BoundingBox(0, 10.0, 109.5, 60.0, 110.5)); +// contents.add(lineArt); +// +// TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); +// +// Assertions.assertTrue(textChunk.getIsStrikethroughText(), "Thin centered line art should trigger strikethrough"); +// } + +// @Test +// public void testWideLineArtHelperRejected() { +// TextChunk textChunk = new TextChunk(new BoundingBox(0, 50.0, 100.0, 80.0, 120.0), +// "hi", 12, 100.0); +// LineArtChunk lineArt = new LineArtChunk(new BoundingBox(0, 10.0, 109.5, 200.0, 110.5)); +// +// Assertions.assertFalse(TextDecorationProcessor.isStrikethroughLineArt(lineArt, textChunk), +// "Direct line-art helper should reject rules much wider than the text"); +// } + +// @Test +// public void testUnderlineLineArtNotDetectedAsStrikethrough() { +// List contents = new ArrayList<>(); +// +// TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), +// "test", 12, 100.0); +// contents.add(textChunk); +// +// // Thin horizontal rectangle near the text bottom. +// LineArtChunk lineArt = new LineArtChunk(new BoundingBox(0, 10.0, 100.5, 60.0, 101.5)); +// contents.add(lineArt); +// +// TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); +// +// Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Underline-position line art should be ignored"); +// } + +// @Test +// public void testTallLineArtRejectedAsBackgroundFill() { +// List contents = new ArrayList<>(); +// +// TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), +// "test", 12, 100.0); +// contents.add(textChunk); +// +// // Height=30, far thicker than a strikethrough rule. +// LineArtChunk lineArt = new LineArtChunk(new BoundingBox(0, 10.0, 95.0, 60.0, 125.0)); +// contents.add(lineArt); +// +// TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); +// +// Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Tall line art should be rejected"); +// } + +// @Test +// public void testLargeBackgroundLineArtRejected() { +// List contents = new ArrayList<>(); +// +// TextChunk textChunk = new TextChunk(new BoundingBox(0, 50.0, 100.0, 80.0, 120.0), +// "hi", 12, 100.0); +// contents.add(textChunk); +// +// // Thin but much wider than the text, so it is likely a separator or background shape. +// LineArtChunk lineArt = new LineArtChunk(new BoundingBox(0, 10.0, 109.5, 200.0, 110.5)); +// contents.add(lineArt); +// +// TextDecorationProcessor.processStrikethroughAndUnderlinedText(contents, 0, true); +// +// Assertions.assertFalse(textChunk.getIsStrikethroughText(), "Large background-like line art should be rejected"); +// } + + @Test + public void testIsStrikethroughLineAtExactCenter() { + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "test", 12, 100.0); + // Line exactly at center y=110, matching text width + LineChunk line = LineChunk.createLineChunk(0, 10.0, 110.0, 60.0, 110.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + + Assertions.assertTrue(TextDecorationProcessor.isStrikethroughLine(line, textChunk), + "Line at exact center should be detected as strikethrough"); + } + + @Test + public void testUnderlineDetected() { + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + // Thin line in the underline zone: baseline to baseline - 0.35*height = [93,100] + LineChunk line = LineChunk.createLineChunk(0, 12.0, 97.0, 58.0, 97.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + + Assertions.assertTrue(TextDecorationProcessor.isUnderlineLine(line, textChunk), + "Thin line at underline position should be detected"); + } + + @Test + public void testUnderlineNotDetectedWhenTooThick() { + // Height=20, max underline thickness = 0.3*20 = 6.0 + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + // Line thickness=8.0 (>6.0) + LineChunk line = LineChunk.createLineChunk(0, 12.0, 97.0, 58.0, 97.0, 8.0, + LineChunk.BUTT_CAP_STYLE); + + Assertions.assertFalse(TextDecorationProcessor.isUnderlineLine(line, textChunk), + "Thick underline should be rejected"); + } + + @Test + public void testUnderlineNotDetectedAboveBaseline() { + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + // Line y=105 (above baseline=100) + LineChunk line = LineChunk.createLineChunk(0, 12.0, 105.0, 58.0, 105.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + + Assertions.assertFalse(TextDecorationProcessor.isUnderlineLine(line, textChunk), + "Line above baseline must not be an underline"); + } + + @Test + public void testUnderlineNotDetectedTooFarBelowBaseline() { + // Height=20, lower bound = 100 - 0.35*20 = 93. y=92 is below that. + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + LineChunk line = LineChunk.createLineChunk(0, 12.0, 92.0, 58.0, 92.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + + Assertions.assertFalse(TextDecorationProcessor.isUnderlineLine(line, textChunk), + "Line too far below baseline must not be an underline"); + } + + @Test + public void testUnderlineNotDetectedWithInsufficientOverlap() { + // Text width=50, min overlap = 0.08*50 = 4 + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "apple", 12, 100.0); + // Line from x=10 to x=13, overlap = min(3, 50) = 3 < 4 + LineChunk line = LineChunk.createLineChunk(0, 10.0, 97.0, 13.0, 97.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + + Assertions.assertFalse(TextDecorationProcessor.isUnderlineLine(line, textChunk), + "Line with too little horizontal overlap must be rejected"); + } + + @Test + public void testUnderlineDetectedWhenStrikethroughDisabled() { + // Even though strikethrough processing is off, the helper method itself must + // still recognise an underline – i.e. the detection logic is independent. + TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), + "hello", 12, 100.0); + LineChunk line = LineChunk.createLineChunk(0, 12.0, 97.0, 58.0, 97.0, 1.0, + LineChunk.BUTT_CAP_STYLE); + + Assertions.assertTrue(TextDecorationProcessor.isUnderlineLine(line, textChunk), + "Underline helper should return true regardless of the strikethrough flag"); + } + +// @Test +// public void testUnderlineLineArtDetected() { +// TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), +// "world", 12, 100.0); +// // Thin horizontal rectangle in the underline zone: y bottom=97, top=98, thickness=1 +// LineArtChunk lineArt = new LineArtChunk(new BoundingBox(0, 12.0, 97.0, 58.0, 98.0)); +// +// Assertions.assertTrue(TextDecorationProcessor.isUnderlineLineArt(lineArt, textChunk), +// "Thin line‑art in underline zone must be detected"); +// } + +// @Test +// public void testUnderlineLineArtTooThickRejected() { +// TextChunk textChunk = new TextChunk(new BoundingBox(0, 10.0, 100.0, 60.0, 120.0), +// "test", 12, 100.0); +// // Tall rectangle (height=10, which is > 0.3*20=6) +// LineArtChunk lineArt = new LineArtChunk(new BoundingBox(0, 12.0, 90.0, 58.0, 100.0)); +// +// Assertions.assertFalse(TextDecorationProcessor.isUnderlineLineArt(lineArt, textChunk), +// "Overly tall line‑art must be rejected"); +// } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextLineProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextLineProcessorTest.java new file mode 100644 index 0000000..0cf9b4b --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextLineProcessorTest.java @@ -0,0 +1,154 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.util.ArrayList; +import java.util.List; + +public class TextLineProcessorTest { + + @Test + public void testProcessTextLines() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(0, 10.0, 30.0, 20.0, 40.0), + "test", 10, 30.0)); + contents.add(new TextChunk(new BoundingBox(0, 20.0, 30.0, 30.0, 40.0), + "test", 10, 30.0)); + contents.add(new TextChunk(new BoundingBox(0, 10.0, 20.0, 20.0, 30.0), + "test", 10, 20.0)); + contents = TextLineProcessor.processTextLines(contents); + Assertions.assertEquals(2, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof TextLine); + Assertions.assertEquals("testtest", ((TextLine) contents.get(0)).getValue()); + Assertions.assertTrue(contents.get(1) instanceof TextLine); + Assertions.assertEquals("test", ((TextLine) contents.get(1)).getValue()); + } + + /** + * Regression test for issue #150: text chunks on the same line should be sorted by leftX. + * + * When PDF streams render text in non-sequential order (e.g., "A:" content appears + * after "Q:" content in the stream but should appear before it visually), + * TextLineProcessor should sort chunks by leftX to produce correct reading order. + */ + @Test + public void testProcessTextLinesSortsChunksByLeftX() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + List contents = new ArrayList<>(); + + // Simulate chunks arriving in wrong stream order but on the same line. + // In the PDF stream, "content" appears first, then "Q:" appears second, + // but "Q:" is physically to the left of "content". + TextChunk contentChunk = new TextChunk(new BoundingBox(0, 100.0, 300.0, 200.0, 310.0), + "content", 10, 300.0); + TextChunk labelChunk = new TextChunk(new BoundingBox(0, 10.0, 300.0, 40.0, 310.0), + "Q:", 10, 300.0); + + // Add in wrong order (as they might appear in PDF stream) + contents.add(contentChunk); + contents.add(labelChunk); + + contents = TextLineProcessor.processTextLines(contents); + + Assertions.assertEquals(1, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof TextLine); + + TextLine textLine = (TextLine) contents.get(0); + // After sorting by leftX, "Q:" (at x=10) should come before "content" (at x=100) + Assertions.assertTrue(textLine.getValue().startsWith("Q:"), + "Text line should start with 'Q:' (leftmost chunk), but got: " + textLine.getValue()); + } + + /** + * Regression test for issue #358: when a whitespace chunk exists between two text chunks + * but the physical gap is smaller than the threshold, a space should still be inserted + * because the PDF explicitly contains a space character at that position. + */ + @Test + public void testProcessTextLinesPreservesSpaceFromWhitespaceChunk() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + List contents = new ArrayList<>(); + + // "Evolution" at x=46..85.5, font size 9.5 (threshold = 9.5*0.17 = 1.615) + TextChunk chunk1 = new TextChunk(new BoundingBox(0, 46.0, 300.0, 85.5, 310.0), + "Evolution", 9.5, 300.0); + // Whitespace chunk at x=85.5..87.9 — will be dropped by isWhiteSpaceChunk() + TextChunk spaceChunk = new TextChunk(new BoundingBox(0, 85.5, 300.0, 87.9, 310.0), + " ", 9.5, 300.0); + // "Of" at x=86.0..94.4 — gap from chunk1 = 0.5 < threshold 1.615, so no gap-based space + TextChunk chunk2 = new TextChunk(new BoundingBox(0, 86.0, 300.0, 94.4, 310.0), + "Of", 9.5, 300.0); + + contents.add(chunk1); + contents.add(spaceChunk); + contents.add(chunk2); + + contents = TextLineProcessor.processTextLines(contents); + + Assertions.assertEquals(1, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof TextLine); + + TextLine textLine = (TextLine) contents.get(0); + // Space must be preserved even though the physical gap is below threshold + Assertions.assertEquals("Evolution Of", textLine.getValue(), + "Space from whitespace chunk should be preserved, but got: " + textLine.getValue()); + } + + /** + * Regression test for issue #150: spaces should be inserted between sorted chunks + * when there is a physical gap between them. + */ + @Test + public void testProcessTextLinesAddsSpacesBetweenDistantChunks() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + List contents = new ArrayList<>(); + + // Two chunks on the same line with a significant gap between them + TextChunk chunk1 = new TextChunk(new BoundingBox(0, 10.0, 300.0, 30.0, 310.0), + "A:", 10, 300.0); + TextChunk chunk2 = new TextChunk(new BoundingBox(0, 50.0, 300.0, 150.0, 310.0), + "answer text", 10, 300.0); + + contents.add(chunk1); + contents.add(chunk2); + + contents = TextLineProcessor.processTextLines(contents); + + Assertions.assertEquals(1, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof TextLine); + + TextLine textLine = (TextLine) contents.get(0); + // There should be a space between "A:" and "answer text" due to the gap + Assertions.assertTrue(textLine.getValue().contains("A:") && textLine.getValue().contains("answer text"), + "Both chunks should be present in the text line: " + textLine.getValue()); + Assertions.assertNotEquals("A:answer text", textLine.getValue(), + "There should be a space between chunks when there is a physical gap"); + } + +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextProcessorTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextProcessorTest.java new file mode 100644 index 0000000..31a1629 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/TextProcessorTest.java @@ -0,0 +1,239 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; + +import java.util.ArrayList; +import java.util.List; + +public class TextProcessorTest { + + @Test + public void testReplaceUndefinedCharacters() { + // Simulate backend results containing U+FFFD (replacement character) + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "Hello \uFFFD World", 10, 10.0)); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 30.0, 100.0, 40.0), + "No issues here", 10, 10.0)); + + TextProcessor.replaceUndefinedCharacters(contents, "?"); + + Assertions.assertEquals("Hello ? World", ((TextChunk) contents.get(0)).getValue()); + Assertions.assertEquals("No issues here", ((TextChunk) contents.get(1)).getValue()); + } + + @Test + public void testReplaceUndefinedCharactersSkipsWhenDefault() { + // When replacement string equals REPLACEMENT_CHARACTER_STRING, should be a no-op + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "Hello \uFFFD World", 10, 10.0)); + + TextProcessor.replaceUndefinedCharacters(contents, "\uFFFD"); + + // Should remain unchanged + Assertions.assertEquals("Hello \uFFFD World", ((TextChunk) contents.get(0)).getValue()); + } + + @Test + public void testReplaceUndefinedCharactersMultipleOccurrences() { + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "\uFFFD first \uFFFD second \uFFFD", 10, 10.0)); + + TextProcessor.replaceUndefinedCharacters(contents, "*"); + + Assertions.assertEquals("* first * second *", ((TextChunk) contents.get(0)).getValue()); + } + + @Test + public void testReplaceUndefinedCharactersWithRegexSpecialChars() { + // Verify that regex-special characters in replacement string work correctly + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "Hello \uFFFD World", 10, 10.0)); + + TextProcessor.replaceUndefinedCharacters(contents, "$"); + + Assertions.assertEquals("Hello $ World", ((TextChunk) contents.get(0)).getValue()); + } + + @Test + public void testReplaceUndefinedCharactersSkipsNonTextChunks() { + List contents = new ArrayList<>(); + contents.add(new ImageChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0))); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 30.0, 100.0, 40.0), + "Hello \uFFFD", 10, 10.0)); + + TextProcessor.replaceUndefinedCharacters(contents, "?"); + + Assertions.assertTrue(contents.get(0) instanceof ImageChunk); + Assertions.assertEquals("Hello ?", ((TextChunk) contents.get(1)).getValue()); + } + + @Test + public void testRemoveSameTextChunks() { + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0), + "test", 10, 10.0)); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0), + "test", 10, 10.0)); + TextProcessor.removeSameTextChunks(contents); + contents = DocumentProcessor.removeNullObjectsFromList(contents); + Assertions.assertEquals(1, contents.size()); + } + + @Test + public void testRemoveTextDecorationImages() { + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0), + "test", 10, 10.0)); + contents.add(new ImageChunk(new BoundingBox(1, 10.0, 10.0, 20.0, 20.0))); + TextProcessor.removeTextDecorationImages(contents); + contents = DocumentProcessor.removeNullObjectsFromList(contents); + Assertions.assertEquals(1, contents.size()); + Assertions.assertTrue(contents.get(0) instanceof TextChunk); + } + + /** + * Regression test for issue #150: text chunks with a large horizontal gap + * should remain separate. + */ + @Test + public void testMergeCloseTextChunksSeparatedByLargeGapNotMerged() { + List contents = new ArrayList<>(); + String fontName = "Arial"; + + // First chunk: "4" at x=180, physically in one table cell + TextChunk chunk1 = new TextChunk(new BoundingBox(0, 180.0, 100.0, 190.0, 110.0), + "4", 10, 100.0); + chunk1.adjustSymbolEndsToBoundingBox(null); + chunk1.setFontName(fontName); + chunk1.setFontWeight(400); + + // Second chunk: "6" at x=350, physically in a different table cell + TextChunk chunk2 = new TextChunk(new BoundingBox(0, 350.0, 100.0, 360.0, 110.0), + "6", 10, 100.0); + chunk2.adjustSymbolEndsToBoundingBox(null); + chunk2.setFontName(fontName); + chunk2.setFontWeight(400); + + contents.add(chunk1); + contents.add(chunk2); + + TextProcessor.mergeCloseTextChunks(contents); + contents = DocumentProcessor.removeNullObjectsFromList(contents); + + Assertions.assertEquals(2, contents.size(), + "Text chunks separated by a large gap should not be merged"); + Assertions.assertEquals("4", ((TextChunk) contents.get(0)).getValue()); + Assertions.assertEquals("6", ((TextChunk) contents.get(1)).getValue()); + } + + /** + * Regression test for issue #150: adjacent text chunks should still be merged. + */ + @Test + public void testMergeCloseTextChunksAdjacentMerged() { + List contents = new ArrayList<>(); + String fontName = "Arial"; + + // First chunk: "Hel" at x=10 + TextChunk chunk1 = new TextChunk(new BoundingBox(0, 10.0, 100.0, 30.0, 110.0), + "Hel", 10, 100.0); + chunk1.adjustSymbolEndsToBoundingBox(null); + chunk1.setFontName(fontName); + chunk1.setFontWeight(400); + chunk1.setTextEnd(30.0); + + // Second chunk: "lo" at x=30, immediately adjacent + TextChunk chunk2 = new TextChunk(new BoundingBox(0, 30.0, 100.0, 45.0, 110.0), + "lo", 10, 100.0); + chunk2.adjustSymbolEndsToBoundingBox(null); + chunk2.setFontName(fontName); + chunk2.setFontWeight(400); + chunk2.setTextStart(30.0); + + contents.add(chunk1); + contents.add(chunk2); + + TextProcessor.mergeCloseTextChunks(contents); + contents = DocumentProcessor.removeNullObjectsFromList(contents); + + // Adjacent chunks should be merged + Assertions.assertEquals(1, contents.size(), + "Adjacent text chunks should be merged"); + Assertions.assertEquals("Hello", ((TextChunk) contents.get(0)).getValue()); + } + + @Test + public void testMeasureReplacementCharRatioAllReplacement() { + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "\uFFFD\uFFFD\uFFFD", 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertEquals(1.0, ratio, 0.001); + } + + @Test + public void testMeasureReplacementCharRatioNoReplacement() { + List contents = new ArrayList<>(); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "Hello World", 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertEquals(0.0, ratio, 0.001); + } + + @Test + public void testMeasureReplacementCharRatioMixed() { + List contents = new ArrayList<>(); + // 3 replacement chars out of 10 total = 0.3 + contents.add(new TextChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0), + "\uFFFD\uFFFD\uFFFDAbcdefg", 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertEquals(0.3, ratio, 0.001); + } + + @Test + public void testMeasureReplacementCharRatioEmptyContents() { + List contents = new ArrayList<>(); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + Assertions.assertEquals(0.0, ratio, 0.001); + } + + @Test + public void testMeasureReplacementCharRatioNonTextChunksIgnored() { + List contents = new ArrayList<>(); + contents.add(new ImageChunk(new BoundingBox(1, 10.0, 10.0, 100.0, 20.0))); + contents.add(new TextChunk(new BoundingBox(1, 10.0, 30.0, 100.0, 40.0), + "\uFFFD\uFFFD\uFFFD\uFFFD\uFFFD", 10, 10.0)); + + double ratio = TextProcessor.measureReplacementCharRatio(contents); + // Only TextChunks counted: 5/5 = 1.0 + Assertions.assertEquals(1.0, ratio, 0.001); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/readingorder/XYCutPlusPlusSorterTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/readingorder/XYCutPlusPlusSorterTest.java new file mode 100644 index 0000000..ac64d8d --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/processors/readingorder/XYCutPlusPlusSorterTest.java @@ -0,0 +1,914 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.processors.readingorder; + +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.IObject; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.time.Duration; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.List; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * Unit tests for XYCutPlusPlusSorter. + */ +class XYCutPlusPlusSorterTest { + + @BeforeEach + void setUp() { + StaticContainers.setIsIgnoreCharactersWithoutUnicode(false); + StaticContainers.setIsDataLoader(true); + } + + // ========== BASIC FUNCTIONALITY TESTS ========== + + @Test + void sort_nullList_returnsNull() { + List result = XYCutPlusPlusSorter.sort(null); + assertNull(result); + } + + @Test + void sort_emptyList_returnsEmpty() { + List result = XYCutPlusPlusSorter.sort(new ArrayList<>()); + assertTrue(result.isEmpty()); + } + + @Test + void sort_singleObject_returnsSame() { + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 90, 20, 80, "A")); + + List result = XYCutPlusPlusSorter.sort(objects); + + assertEquals(1, result.size()); + assertEquals("A", getText(result.get(0))); + } + + @Test + void sort_singleColumn_topToBottom() { + // Single column layout - objects should be sorted top to bottom + // PDF coordinate: Y increases upward + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 70, 100, 60, "C")); // bottom + objects.add(createTextLine(10, 90, 100, 80, "A")); // top + objects.add(createTextLine(10, 80, 100, 70, "B")); // middle + + List result = XYCutPlusPlusSorter.sort(objects); + + assertEquals(3, result.size()); + assertEquals("A", getText(result.get(0))); + assertEquals("B", getText(result.get(1))); + assertEquals("C", getText(result.get(2))); + } + + // ========== CROSS-LAYOUT DETECTION TESTS ========== + + @Test + void identifyCrossLayoutElements_wideHeader_detected() { + // Wide header spanning full width, with narrow columns below + // Header: width=180 (the widest element), Column items: width=40 + // Using maxWidth-based detection: maxWidth=180, beta=0.7, threshold=126 + // Header width 180 >= 126, and overlaps with multiple elements -> detected + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 95, 190, 85, "Header")); // Wide header + objects.add(createTextLine(10, 75, 50, 65, "Col1-A")); // Left column + objects.add(createTextLine(10, 55, 50, 45, "Col1-B")); + objects.add(createTextLine(100, 75, 140, 65, "Col2-A")); // Right column + objects.add(createTextLine(100, 55, 140, 45, "Col2-B")); + + // Use beta=0.7 to detect elements that are at least 70% of max width + List crossLayout = XYCutPlusPlusSorter.identifyCrossLayoutElements(objects, 0.7); + + assertEquals(1, crossLayout.size()); + assertEquals("Header", getText(crossLayout.get(0))); + } + + @Test + void identifyCrossLayoutElements_narrowElements_notDetected() { + // All elements have similar widths - no cross-layout + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 90, 50, 80, "A")); + objects.add(createTextLine(10, 70, 50, 60, "B")); + objects.add(createTextLine(10, 50, 50, 40, "C")); + + List crossLayout = XYCutPlusPlusSorter.identifyCrossLayoutElements(objects, 1.3); + + assertTrue(crossLayout.isEmpty()); + } + + @Test + void identifyCrossLayoutElements_wideButNoOverlaps_notDetected() { + // Wide element but doesn't horizontally overlap with others + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 95, 190, 85, "Wide")); // Wide, at top + objects.add(createTextLine(200, 70, 250, 60, "A")); // Far right, no overlap + objects.add(createTextLine(260, 70, 310, 60, "B")); // Far right, no overlap + + List crossLayout = XYCutPlusPlusSorter.identifyCrossLayoutElements(objects, 1.3); + + assertTrue(crossLayout.isEmpty()); + } + + @Test + void hasMinimumOverlaps_sufficientOverlaps_returnsTrue() { + List objects = new ArrayList<>(); + IObject wide = createTextLine(10, 90, 190, 80, "Wide"); + objects.add(wide); + objects.add(createTextLine(20, 70, 60, 60, "A")); // Overlaps with wide + objects.add(createTextLine(100, 70, 140, 60, "B")); // Overlaps with wide + + boolean result = XYCutPlusPlusSorter.hasMinimumOverlaps(wide, objects, 2); + + assertTrue(result); + } + + @Test + void hasMinimumOverlaps_insufficientOverlaps_returnsFalse() { + List objects = new ArrayList<>(); + IObject element = createTextLine(10, 90, 50, 80, "Element"); + objects.add(element); + objects.add(createTextLine(100, 70, 140, 60, "A")); // No horizontal overlap + + boolean result = XYCutPlusPlusSorter.hasMinimumOverlaps(element, objects, 2); + + assertFalse(result); + } + + // ========== DENSITY RATIO TESTS ========== + + @Test + void computeDensityRatio_denseLayout_highRatio() { + // Tightly packed elements - high density + List objects = new ArrayList<>(); + objects.add(createTextLine(0, 100, 100, 50, "A")); // 100x50 = 5000 + objects.add(createTextLine(0, 50, 100, 0, "B")); // 100x50 = 5000 + // Total area: 10000, Region: 100x100 = 10000, Density = 1.0 + + double density = XYCutPlusPlusSorter.computeDensityRatio(objects); + + assertTrue(density > 0.9); + } + + @Test + void computeDensityRatio_sparseLayout_lowRatio() { + // Widely spaced small elements - low density + List objects = new ArrayList<>(); + objects.add(createTextLine(0, 100, 10, 90, "A")); // 10x10 = 100 + objects.add(createTextLine(90, 10, 100, 0, "B")); // 10x10 = 100 + // Total area: 200, Region: 100x100 = 10000, Density = 0.02 + + double density = XYCutPlusPlusSorter.computeDensityRatio(objects); + + assertTrue(density < 0.5); + } + + @Test + void computeDensityRatio_emptyList_defaultRatio() { + double density = XYCutPlusPlusSorter.computeDensityRatio(new ArrayList<>()); + + assertEquals(1.0, density, 0.001); + } + + // ========== SPLIT TESTS ========== + + @Test + void splitByHorizontalCut_validCut_correctGroups() { + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 90, 100, 80, "Top")); + objects.add(createTextLine(10, 40, 100, 30, "Bottom")); + + List> groups = XYCutPlusPlusSorter.splitByHorizontalCut(objects, 60.0); + + assertEquals(2, groups.size()); + assertEquals(1, groups.get(0).size()); + assertEquals(1, groups.get(1).size()); + assertEquals("Top", getText(groups.get(0).get(0))); + assertEquals("Bottom", getText(groups.get(1).get(0))); + } + + @Test + void splitByVerticalCut_validCut_correctGroups() { + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 90, 40, 80, "Left")); + objects.add(createTextLine(80, 90, 110, 80, "Right")); + + List> groups = XYCutPlusPlusSorter.splitByVerticalCut(objects, 60.0); + + assertEquals(2, groups.size()); + assertEquals(1, groups.get(0).size()); + assertEquals(1, groups.get(1).size()); + assertEquals("Left", getText(groups.get(0).get(0))); + assertEquals("Right", getText(groups.get(1).get(0))); + } + + // ========== INTEGRATION TESTS ========== + + @Test + void sort_twoColumns_leftColumnFirst() { + // Two-column layout with clear X gap + // [A] [B] + // [C] [D] + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 90, 40, 80, "A")); // left column, top + objects.add(createTextLine(80, 90, 110, 80, "B")); // right column, top + objects.add(createTextLine(10, 70, 40, 60, "C")); // left column, bottom + objects.add(createTextLine(80, 70, 110, 60, "D")); // right column, bottom + + List result = XYCutPlusPlusSorter.sort(objects); + + // With default density threshold, should process left column first + assertEquals(4, result.size()); + assertEquals("A", getText(result.get(0))); + assertEquals("C", getText(result.get(1))); + assertEquals("B", getText(result.get(2))); + assertEquals("D", getText(result.get(3))); + } + + @Test + void sort_twoColumnsWithHeader_headerFirst() { + // [ HEADER ] + // [Col1] [Col2] + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 95, 190, 85, "Header")); // Wide header + objects.add(createTextLine(10, 75, 50, 65, "Col1-A")); // Left column + objects.add(createTextLine(10, 55, 50, 45, "Col1-B")); + objects.add(createTextLine(100, 75, 140, 65, "Col2-A")); // Right column + objects.add(createTextLine(100, 55, 140, 45, "Col2-B")); + + List result = XYCutPlusPlusSorter.sort(objects); + + // Header should come first as cross-layout element + assertEquals(5, result.size()); + assertEquals("Header", getText(result.get(0))); + // Then left column + assertEquals("Col1-A", getText(result.get(1))); + assertEquals("Col1-B", getText(result.get(2))); + // Then right column + assertEquals("Col2-A", getText(result.get(3))); + assertEquals("Col2-B", getText(result.get(4))); + } + + @Test + void sort_headerAndFooter_correctPositions() { + // [ HEADER ] + // [Col1] [Col2] + // [ FOOTER ] + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 95, 190, 85, "Header")); + objects.add(createTextLine(10, 75, 50, 65, "Col1")); + objects.add(createTextLine(100, 75, 140, 65, "Col2")); + objects.add(createTextLine(10, 15, 190, 5, "Footer")); + + List result = XYCutPlusPlusSorter.sort(objects); + + assertEquals(4, result.size()); + assertEquals("Header", getText(result.get(0))); + // Columns in middle + assertTrue(getText(result.get(1)).startsWith("Col")); + assertTrue(getText(result.get(2)).startsWith("Col")); + assertEquals("Footer", getText(result.get(3))); + } + + @Test + void sort_horizontalSections_largerYGap_horizontalCutFirst() { + // Layout with larger Y gap than X gap + // [A] [B] <- top row (Y: 80-90) + // <- Y gap = 40 + // [C] [D] <- bottom row (Y: 30-40) + // X gap between columns = 10 (30 to 40) + // Since Y gap (40) > X gap (10), horizontal cut is chosen first + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 90, 30, 80, "A")); + objects.add(createTextLine(40, 90, 60, 80, "B")); + objects.add(createTextLine(10, 40, 30, 30, "C")); + objects.add(createTextLine(40, 40, 60, 30, "D")); + + List result = XYCutPlusPlusSorter.sort(objects); + + // Larger Y gap -> horizontal cut first -> row-by-row reading + // Top row: A -> B, then bottom row: C -> D + assertEquals(4, result.size()); + assertEquals("A", getText(result.get(0))); + assertEquals("B", getText(result.get(1))); + assertEquals("C", getText(result.get(2))); + assertEquals("D", getText(result.get(3))); + } + + @Test + void sort_withCustomParameters_respectsParameters() { + // Test with high beta (less likely to detect cross-layout) + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 95, 190, 85, "Header")); + objects.add(createTextLine(10, 75, 50, 65, "A")); + objects.add(createTextLine(100, 75, 140, 65, "B")); + + // With very high beta, header should not be detected as cross-layout + List result = XYCutPlusPlusSorter.sort(objects, 10.0, 0.9); + + // Header not treated specially, so order depends on axis preference + assertEquals(3, result.size()); + } + + // ========== BOUNDING REGION TESTS ========== + + @Test + void calculateBoundingRegion_multipleObjects_correctBounds() { + List objects = new ArrayList<>(); + objects.add(createTextLine(10, 90, 50, 80, "A")); // leftX=10, rightX=50 + objects.add(createTextLine(30, 70, 100, 60, "B")); // leftX=30, rightX=100 + + BoundingBox region = XYCutPlusPlusSorter.calculateBoundingRegion(objects); + + assertNotNull(region); + assertEquals(10.0, region.getLeftX(), 0.001); // min leftX + assertEquals(100.0, region.getRightX(), 0.001); // max rightX + assertEquals(60.0, region.getBottomY(), 0.001); // min bottomY + assertEquals(90.0, region.getTopY(), 0.001); // max topY + } + + @Test + void calculateTotalArea_multipleObjects_sumOfAreas() { + List objects = new ArrayList<>(); + objects.add(createTextLine(0, 20, 10, 10, "A")); // 10 x 10 = 100 + objects.add(createTextLine(0, 40, 20, 20, "B")); // 20 x 20 = 400 + + double area = XYCutPlusPlusSorter.calculateTotalArea(objects); + + assertEquals(500.0, area, 0.001); + } + + // ========== MERGE TESTS ========== + + @Test + void mergeCrossLayoutElements_emptyCrossLayout_returnsSortedMain() { + List main = new ArrayList<>(); + main.add(createTextLine(10, 90, 50, 80, "A")); + main.add(createTextLine(10, 70, 50, 60, "B")); + + List result = XYCutPlusPlusSorter.mergeCrossLayoutElements(main, new ArrayList<>()); + + assertEquals(2, result.size()); + assertEquals("A", getText(result.get(0))); + assertEquals("B", getText(result.get(1))); + } + + @Test + void mergeCrossLayoutElements_crossLayoutAtTop_insertsFirst() { + List main = new ArrayList<>(); + main.add(createTextLine(10, 70, 50, 60, "Content")); + + List crossLayout = new ArrayList<>(); + crossLayout.add(createTextLine(10, 90, 190, 80, "Header")); + + List result = XYCutPlusPlusSorter.mergeCrossLayoutElements(main, crossLayout); + + assertEquals(2, result.size()); + assertEquals("Header", getText(result.get(0))); + assertEquals("Content", getText(result.get(1))); + } + + // ========== REAL-WORLD LAYOUT TESTS ========== + + /** + * Test based on actual academic paper layout (2408.02509v1.pdf). + * This paper has: + * - Title at top (wide, cross-layout) + * - Authors below title + * - Two-column layout for content + * - ArXiv sidebar on left (narrow, vertical) + * + * Expected reading order: + * 1. Title (ID 95): "Practical Attacks against Black-box..." + * 2. Authors (ID 96): "Slobodan Jenko..." + * 3. Abstract - left column (ID 97): "Abstract—Modern code..." + * 4. Section heading (ID 98): "1. Introduction" + * 5. Intro para 1 - left (ID 99): "Code completion aims..." + * 6. Intro para 2 - left (ID 100): "Given the widespread..." + * 7. Right column para 1 (ID 101): "bilities even under..." + * 8. Right column para 2 (ID 102): "Our Practical Threat Model..." + * 9. Right column para 3 (ID 103): "The attacker's goal..." + * 10. Right column para 4 (ID 104): "Key Challenges..." + * 11. ArXiv sidebar (ID 105): "arXiv:2408.02509v1..." + */ + @Test + void sort_academicPaperTwoColumn_correctReadingOrder() { + List objects = new ArrayList<>(); + + // Create objects based on actual bounding boxes from 2408.02509v1.pdf + // BoundingBox format: [leftX, bottomY, rightX, topY] + + // ID 95: Title (cross-layout, wide) + objects.add(createTextLineWithId(119.725, 697.936, 492.279, 679.722, "Title", 95)); + + // ID 96: Authors + objects.add(createTextLineWithId(129.831, 653.915, 482.17, 609.655, "Authors", 96)); + + // ID 97: Abstract - LEFT column (tall block) + objects.add(createTextLineWithId(53.397, 598.418, 298.579, 322.175, "Abstract", 97)); + + // ID 98: Section heading "1. Introduction" - LEFT column + objects.add(createTextLineWithId(54.0, 310.895, 134.124, 295.283, "Introduction", 98)); + + // ID 99: Introduction paragraph - LEFT column + objects.add(createTextLineWithId(53.75, 285.545, 298.663, 116.696, "IntroPara1", 99)); + + // ID 100: Continuation paragraph - LEFT column (bottom) + objects.add(createTextLineWithId(53.64, 117.383, 298.66, 71.733, "IntroPara2", 100)); + + // ID 101: RIGHT column - "bilities even under..." (top) + objects.add(createTextLineWithId(314.64, 598.982, 559.748, 474.932, "RightPara1", 101)); + + // ID 102: RIGHT column - "Our Practical Threat Model..." + objects.add(createTextLineWithId(315.0, 470.417, 559.662, 323.607, "RightPara2", 102)); + + // ID 103: RIGHT column - "The attacker's goal..." + objects.add(createTextLineWithId(315.0, 324.708, 559.657, 223.058, "RightPara3", 103)); + + // ID 104: RIGHT column - "Key Challenges..." (bottom) + objects.add(createTextLineWithId(314.64, 218.543, 559.657, 71.733, "RightPara4", 104)); + + // ID 105: ArXiv sidebar (very narrow, on left margin) + objects.add(createTextLineWithId(14.04, 579.2, 36.36, 237.0, "ArXivSidebar", 105)); + + List result = XYCutPlusPlusSorter.sort(objects); + + assertEquals(11, result.size()); + + // Find positions for all elements + int titlePos = findPosition(result, "Title"); + int authorsPos = findPosition(result, "Authors"); + int abstractPos = findPosition(result, "Abstract"); + int introPos = findPosition(result, "Introduction"); + int introPara1Pos = findPosition(result, "IntroPara1"); + int introPara2Pos = findPosition(result, "IntroPara2"); + int rightPara1Pos = findPosition(result, "RightPara1"); + int rightPara2Pos = findPosition(result, "RightPara2"); + int rightPara3Pos = findPosition(result, "RightPara3"); + int rightPara4Pos = findPosition(result, "RightPara4"); + // Note: ArXivSidebar position is flexible (similar to MORAN paper's 667) + + // Verify key ordering: + // 1. Title -> Authors (header section) + assertTrue(titlePos < authorsPos, "Title should come before Authors"); + + // 2. Authors -> Abstract (header before body) + assertTrue(authorsPos < abstractPos, "Authors should come before Abstract"); + + // 3. LEFT column content should come before RIGHT column + assertTrue(abstractPos < rightPara1Pos, "Abstract should come before right column"); + assertTrue(introPos < rightPara1Pos, "Introduction should come before right column"); + assertTrue(introPara1Pos < rightPara1Pos, "IntroPara1 should come before right column"); + assertTrue(introPara2Pos < rightPara1Pos, "IntroPara2 should come before right column"); + + // 4. Left column internal order (top to bottom) + assertTrue(abstractPos < introPos, "Abstract should come before Introduction"); + assertTrue(introPos < introPara1Pos, "Introduction should come before IntroPara1"); + assertTrue(introPara1Pos < introPara2Pos, "IntroPara1 should come before IntroPara2"); + + // 5. Right column internal order (top to bottom) + assertTrue(rightPara1Pos < rightPara2Pos, "RightPara1 should come before RightPara2"); + assertTrue(rightPara2Pos < rightPara3Pos, "RightPara2 should come before RightPara3"); + assertTrue(rightPara3Pos < rightPara4Pos, "RightPara3 should come before RightPara4"); + } + + /** + * Test two-column layout where columns have overlapping Y ranges. + * This simulates the common academic paper layout where left and right + * columns have content at the same vertical positions. + */ + @Test + void sort_twoColumnsOverlappingY_leftColumnFirst() { + List objects = new ArrayList<>(); + + // Left column: X range 50-300 + objects.add(createTextLine(50, 600, 300, 500, "Left1")); + objects.add(createTextLine(50, 490, 300, 400, "Left2")); + objects.add(createTextLine(50, 390, 300, 300, "Left3")); + + // Right column: X range 310-560 (clear gap at X=300-310) + objects.add(createTextLine(310, 600, 560, 500, "Right1")); + objects.add(createTextLine(310, 490, 560, 400, "Right2")); + objects.add(createTextLine(310, 390, 560, 300, "Right3")); + + List result = XYCutPlusPlusSorter.sort(objects); + + assertEquals(6, result.size()); + + // Should read left column first, then right column + assertEquals("Left1", getText(result.get(0))); + assertEquals("Left2", getText(result.get(1))); + assertEquals("Left3", getText(result.get(2))); + assertEquals("Right1", getText(result.get(3))); + assertEquals("Right2", getText(result.get(4))); + assertEquals("Right3", getText(result.get(5))); + } + + // ========== NARROW BRIDGE ELEMENT TEST (Issue #294) ========== + + /** + * Test two-column layout where a narrow element (e.g., page number) bridges the gap + * between columns. The narrow outlier filter should detect the column gap despite + * the bridge element. + * + * Layout (X axis): + * Left column: [50-300] with 2 paragraphs + * Right column: [320-560] with 2 paragraphs + * Bridge element: [302-318] (narrow marker in the column gap, same Y range) + * + * All elements share the same Y band (550-600) so no horizontal cut is available. + * Without filtering, edge vertical gap = 2 (300→302 and 318→320), below MIN_GAP_THRESHOLD. + * Without filtering, the algorithm falls through to sortByYThenX which interleaves columns. + * With narrow outlier filtering, bridge (width=16) is removed (< 10% of region width=510), + * revealing gap = 20 (300→320), enabling correct column detection via vertical cut. + */ + @Test + void sort_twoColumnsWithNarrowBridge_leftColumnFirst() { + List objects = new ArrayList<>(); + + // Left column paragraphs — overlapping Y ranges, no horizontal gap possible + objects.add(createTextLine(50, 600, 300, 570, "L1")); + objects.add(createTextLine(50, 572, 300, 550, "L2")); + + // Right column paragraphs — same Y range as left, overlapping + objects.add(createTextLine(320, 600, 560, 570, "R1")); + objects.add(createTextLine(320, 572, 560, 550, "R2")); + + // Narrow bridge element in the column gap, within the same Y range. + // Spans 302-318, making edge gaps: 300→302=2pt and 318→320=2pt (both < 5pt threshold) + objects.add(createTextLine(302, 585, 318, 575, "PageNum")); + + List result = XYCutPlusPlusSorter.sort(objects); + + assertEquals(5, result.size()); + + int l1 = findPosition(result, "L1"); + int l2 = findPosition(result, "L2"); + int r1 = findPosition(result, "R1"); + int r2 = findPosition(result, "R2"); + + // Left column should come before right column + assertTrue(l2 < r1, "Left column should come before right column. L2@" + l2 + " R1@" + r1); + + // Internal order within each column + assertTrue(l1 < l2, "L1 before L2"); + assertTrue(r1 < r2, "R1 before R2"); + } + + // ========== 1901.03003.pdf READING ORDER TEST ========== + + /** + * Test based on actual academic paper layout (1901.03003.pdf - MORAN paper). + * + * Expected reading order (IDs): + * 667, 646, 647, 648, 649, 650, [653-662 as group], 656, 663, 664, 665, 666 + * + * Images 653-662 should be grouped together but internal order is flexible. + */ + @Test + void sort_1901_03003_moran_paper_correctReadingOrder() { + List objects = new ArrayList<>(); + + // Create objects based on actual bounding boxes from 1901.03003.json + // BoundingBox format in JSON: [leftX, bottomY, rightX, topY] + + // ID 667: ArXiv sidebar - narrow, on left margin + objects.add(createTextLineWithId(14.04, 577.52, 36.36, 232.0, "667", 667)); + + // ID 646: Title - cross-layout, wide + objects.add(createTextLineWithId(130.151, 688.839, 465.077, 652.242, "646", 646)); + + // ID 647: Authors + objects.add(createTextLineWithId(82.271, 630.323, 516.716, 567.65, "647", 647)); + + // ID 648: Abstract heading + objects.add(createTextLineWithId(145.995, 544.182, 190.48, 528.628, "648", 648)); + + // ID 649: Abstract content - LEFT column + objects.add(createTextLineWithId(50.112, 512.148, 286.362, 173.942, "649", 649)); + + // ID 650: Keywords - LEFT column + objects.add(createTextLineWithId(50.112, 156.766, 286.359, 129.636, "650", 650)); + + // Images 653-662 on RIGHT side (3x3 grid) + objects.add(createTextLineWithId(315.944, 538.682, 386.808, 496.162, "653", 653)); + objects.add(createTextLineWithId(315.945, 495.167, 386.807, 452.648, "654", 654)); + objects.add(createTextLineWithId(315.945, 451.652, 386.808, 409.132, "655", 655)); + objects.add(createTextLineWithId(392.918, 538.682, 463.783, 496.162, "657", 657)); + objects.add(createTextLineWithId(392.918, 495.166, 463.783, 452.646, "658", 658)); + objects.add(createTextLineWithId(392.918, 451.65, 463.783, 409.13, "659", 659)); + objects.add(createTextLineWithId(469.89, 538.683, 540.76, 496.163, "660", 660)); + objects.add(createTextLineWithId(469.889, 495.167, 540.76, 452.647, "661", 661)); + objects.add(createTextLineWithId(469.89, 451.652, 540.759, 409.131, "662", 662)); + + // ID 656: Figure caption - below images + objects.add(createTextLineWithId(308.862, 410.306, 545.115, 360.946, "656", 656)); + + // ID 663: Introduction heading - RIGHT column + objects.add(createTextLineWithId(308.862, 343.869, 385.698, 328.315, "663", 663)); + + // ID 664-666: Introduction paragraphs - RIGHT column + objects.add(createTextLineWithId(308.862, 321.771, 545.109, 200.233, "664", 664)); + objects.add(createTextLineWithId(308.862, 199.651, 545.109, 105.211, "665", 665)); + objects.add(createTextLineWithId(308.862, 104.629, 545.109, 77.935, "666", 666)); + + List result = XYCutPlusPlusSorter.sort(objects); + + // Expected order: 667, 646, 647, 648, 649, 650, [images 653-662], 656, 663, 664, 665, 666 + // Images should be grouped but internal order is flexible + + // Find positions (pos667 is not checked since ArXiv sidebar order is flexible) + int pos646 = findPosition(result, "646"); + int pos647 = findPosition(result, "647"); + int pos648 = findPosition(result, "648"); + int pos649 = findPosition(result, "649"); + int pos650 = findPosition(result, "650"); + int pos656 = findPosition(result, "656"); + int pos663 = findPosition(result, "663"); + int pos664 = findPosition(result, "664"); + int pos665 = findPosition(result, "665"); + int pos666 = findPosition(result, "666"); + + // Find image positions + int[] imgPositions = { + findPosition(result, "653"), + findPosition(result, "654"), + findPosition(result, "655"), + findPosition(result, "657"), + findPosition(result, "658"), + findPosition(result, "659"), + findPosition(result, "660"), + findPosition(result, "661"), + findPosition(result, "662") + }; + int minImgPos = Arrays.stream(imgPositions).min().getAsInt(); + int maxImgPos = Arrays.stream(imgPositions).max().getAsInt(); + + // Verify ordering constraints + // Note: 667 (ArXiv sidebar) is a special element, order is flexible + + // 1. 646 -> 647 (Title -> Authors) + assertTrue(pos646 < pos647, "646 should come before 647. Got: 646@" + pos646 + ", 647@" + pos647); + + // 2. 647 -> 648 -> 649 -> 650 + assertTrue(pos647 < pos648, "647 should come before 648. Got: 647@" + pos647 + ", 648@" + pos648); + assertTrue(pos648 < pos649, "648 should come before 649. Got: 648@" + pos648 + ", 649@" + pos649); + assertTrue(pos649 < pos650, "649 should come before 650. Got: 649@" + pos649 + ", 650@" + pos650); + + // 3. Images 653-662 should be grouped together (consecutive) + assertEquals(8, maxImgPos - minImgPos, + "All 9 images should be consecutive (span of 8). Got span: " + (maxImgPos - minImgPos)); + + // 4. 650 -> [images] -> 656 -> 663 -> 664 -> 665 -> 666 + assertTrue(pos650 < minImgPos, "650 should come before images. Got: 650@" + pos650 + ", images start@" + minImgPos); + assertTrue(maxImgPos < pos656, "Images should come before 656. Got: images end@" + maxImgPos + ", 656@" + pos656); + assertTrue(pos656 < pos663, "656 should come before 663. Got: 656@" + pos656 + ", 663@" + pos663); + assertTrue(pos663 < pos664, "663 should come before 664. Got: 663@" + pos663 + ", 664@" + pos664); + assertTrue(pos664 < pos665, "664 should come before 665. Got: 664@" + pos664 + ", 665@" + pos665); + assertTrue(pos665 < pos666, "665 should come before 666. Got: 665@" + pos665 + ", 666@" + pos666); + } + + // ========== HELPER METHODS ========== + + private int findPosition(List objects, String text) { + for (int i = 0; i < objects.size(); i++) { + if (getText(objects.get(i)).equals(text)) { + return i; + } + } + return -1; + } + + private IObject createTextLineWithId(double leftX, double topY, double rightX, double bottomY, String text, int id) { + return createTextLine(leftX, topY, rightX, bottomY, text); + } + + /** + * Helper method to create a TextLine with the specified bounding box and text. + * BoundingBox constructor: (pageNumber, leftX, bottomY, rightX, topY) + */ + private IObject createTextLine(double leftX, double topY, double rightX, double bottomY, String text) { + BoundingBox bbox = new BoundingBox(0, leftX, bottomY, rightX, topY); + TextChunk chunk = new TextChunk(bbox, text, 10, rightX - leftX); + return new TextLine(chunk); + } + + /** + * Helper method to extract text from a TextLine. + */ + private String getText(IObject obj) { + if (obj instanceof TextLine) { + TextLine textLine = (TextLine) obj; + if (!textLine.getTextChunks().isEmpty()) { + return textLine.getTextChunks().get(0).getValue(); + } + } + return ""; + } + + // ========== INFINITE RECURSION PREVENTION TESTS (Issue #179) ========== + + /** + * Test that demonstrates the infinite recursion bug condition. + *

    + * The bug occurs when: + * 1. A gap is found between object edges (leftX/rightX or topY/bottomY) + * 2. But all objects' centers fall on the same side of the cut position + * 3. This causes all objects to be placed in one group + * 4. The same gap is found again, leading to infinite recursion + *

    + * Example: Two objects where one is very wide and one is narrow + * - Wide object: leftX=0, rightX=200 (centerX=100) + * - Narrow object: leftX=202, rightX=204 (centerX=203) + * - Gap between 200 and 202 → cutPosition = 201 + * - Wide centerX=100 < 201 → left group + * - Narrow centerX=203 >= 201 → right group [OK, this works] + *

    + * But if: + * - Wide object: leftX=0, rightX=200 (centerX=100) + * - Another wide object: leftX=202, rightX=402 (centerX=302) + * This should also work... + *

    + * The real problematic case is when objects overlap in one dimension + * but have a gap in another, and the gap-based cut doesn't actually + * separate the objects by their centers. + */ + @Test + void sort_noStackOverflowWithComplexLayout_issue179() { + // This test ensures that the algorithm completes within a reasonable time + // even with potentially problematic layouts + List objects = new ArrayList<>(); + + // Create a layout where vertical gap exists but horizontal cut might not separate well + // Simulating complex multi-column layout with overlapping regions + for (int i = 0; i < 20; i++) { + // Left column items + objects.add(createTextLine(50, 700 - i * 30, 250, 690 - i * 30, "L" + i)); + // Right column items + objects.add(createTextLine(260, 700 - i * 30, 450, 690 - i * 30, "R" + i)); + } + + // Should complete without StackOverflowError + assertTimeout(Duration.ofSeconds(5), () -> { + List result = XYCutPlusPlusSorter.sort(objects); + assertEquals(40, result.size()); + }); + } + + /** + * Test case that specifically triggers the edge-vs-center mismatch bug. + *

    + * The gap detection uses edges (leftX, rightX) but split uses centers. + * When a very wide object has a small gap to a narrow object, + * the center of the wide object might be far from the gap. + */ + @Test + void sort_wideAndNarrowObjects_noInfiniteRecursion() { + List objects = new ArrayList<>(); + + // Wide object: leftX=0, rightX=100, centerX=50 + // Very narrow object at edge: leftX=101, rightX=102, centerX=101.5 + // Gap = 1pt at position 100.5 + // Both centers should be separated correctly + + objects.add(createTextLine(0, 100, 100, 90, "Wide")); + objects.add(createTextLine(101, 100, 102, 90, "Narrow")); + + assertTimeout(Duration.ofSeconds(2), () -> { + List result = XYCutPlusPlusSorter.sort(objects); + assertEquals(2, result.size()); + }); + } + + /** + * Test with objects that have edges creating a gap but centers on same side. + * This is the exact condition that can cause infinite recursion. + *

    + * Object A: leftX=0, rightX=300, centerX=150 + * Object B: leftX=301, rightX=310, centerX=305.5 + * Gap at 300-301, cutPosition=300.5 + * A.centerX=150 < 300.5 → left + * B.centerX=305.5 >= 300.5 → right + * This case works fine. + *

    + * But with slightly different coords: + * Object A: leftX=0, rightX=150, centerX=75 + * Object B: leftX=151, rightX=155, centerX=153 + * Object C: leftX=156, rightX=160, centerX=158 + * (B and C are narrow, close together) + * Gap1: 150-151, cutPosition1=150.5 + * All centers < 150.5? No, B and C have centers > 150.5 + *

    + * The issue occurs in Y-axis with overlapping objects... + */ + @Test + void sort_manySmallGaps_noInfiniteRecursion() { + List objects = new ArrayList<>(); + + // Create many small objects with tiny gaps between them + // This stress tests the gap detection and splitting logic + for (int i = 0; i < 10; i++) { + double x = i * 12; // 12pt apart, objects are 10pt wide + objects.add(createTextLine(x, 100, x + 10, 90, "O" + i)); + } + + assertTimeout(Duration.ofSeconds(2), () -> { + List result = XYCutPlusPlusSorter.sort(objects); + assertEquals(10, result.size()); + }); + } + + /** + * Test case where horizontal cut finds a gap but all objects have + * centers above the cut position (PDF Y coordinates: higher = top). + */ + @Test + void sort_horizontalGapWithCentersOnOneSide_noInfiniteRecursion() { + List objects = new ArrayList<>(); + + // Tall object: bottomY=0, topY=200, centerY=100 + // Short object below: bottomY=-10, topY=-5, centerY=-7.5 + // Gap between -5 and 0, cutPosition=-2.5 + // Tall centerY=100 > -2.5 → above group + // Short centerY=-7.5 < -2.5 → below group + // Wait, in PDF coordinates, this is reversed... + // Let me reconsider... + + // PDF: topY > bottomY, and larger Y is "above" on page + // Object A: bottomY=50, topY=150, centerY=100 (tall) + // Object B: bottomY=0, topY=10, centerY=5 (short, at bottom) + // Vertical gap: 10 to 50, gap=40 + // cutPosition = (10+50)/2 = 30 + // A.centerY=100 > 30 → above + // B.centerY=5 < 30 → below (actually, in horizontal cut, centerY > cutY means above) + // Wait, I need to check the actual logic... + + // In findBestHorizontalCutWithProjection: + // prevBottom tracks the lowest point seen so far (scanning top to bottom) + // gap = prevBottom - top (when there's a gap) + + // Let's create objects that might trigger the issue + objects.add(createTextLine(50, 200, 150, 100, "TallA")); // bottomY=100, topY=200 + objects.add(createTextLine(50, 90, 150, 80, "ShortB")); // bottomY=80, topY=90 + objects.add(createTextLine(200, 200, 300, 100, "TallC")); // bottomY=100, topY=200 + + assertTimeout(Duration.ofSeconds(2), () -> { + List result = XYCutPlusPlusSorter.sort(objects); + assertEquals(3, result.size()); + }); + } + + /** + * Regression test for issue #179: StackOverflowError in XYCutPlusPlusSorter. + *

    + * This test creates a layout that was reported to cause infinite recursion + * in v1.10.0. The exact reproduction requires objects where the split + * operation doesn't make progress (all objects end up in one group). + */ + @Test + void sort_issue179_regressionTest() { + List objects = new ArrayList<>(); + + // Simulate a complex document layout with many elements + // that might trigger the edge case + for (int row = 0; row < 5; row++) { + for (int col = 0; col < 3; col++) { + double x = 50 + col * 180; + double y = 700 - row * 100; + // Varying widths to create complex gap patterns + double width = 50 + (col * 30); + objects.add(createTextLine(x, y, x + width, y - 20, "R" + row + "C" + col)); + } + } + + // Add some cross-layout elements + objects.add(createTextLine(50, 750, 500, 730, "Header")); + objects.add(createTextLine(50, 50, 500, 30, "Footer")); + + assertTimeout(Duration.ofSeconds(5), () -> { + List result = XYCutPlusPlusSorter.sort(objects); + assertEquals(17, result.size()); // 15 grid + 2 header/footer + }); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/regression/ToUnicodeRegressionTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/regression/ToUnicodeRegressionTest.java new file mode 100644 index 0000000..0656cba --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/regression/ToUnicodeRegressionTest.java @@ -0,0 +1,80 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.regression; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.verapdf.pd.font.cmap.ToUnicodeInterval; + +/** + * Regression tests for veraPDF ToUnicodeInterval byte overflow bug (Issue #166). + * + *

    This bug caused incorrect Korean text extraction for CID fonts with bfrange + * entries that cross byte boundaries (e.g., 0xFF -> 0x00 carry). + * + *

    Fixed in veraPDF 1.31.x. These tests ensure the fix doesn't regress. + * + *

    Note: Tests directly use veraPDF internal API ({@code ToUnicodeInterval}). + * If this class is moved in a future veraPDF release, update the import accordingly. + * + * @see Issue #166 + */ +class ToUnicodeRegressionTest { + + /** + * Verifies that bfrange carry works correctly for Korean CID fonts. + * + *

    bfrange: {@code <1ce6> <1ce7> } + *

      + *
    • CID 0x1CE6 -> U+B2FF (닿)
      • + *
    • CID 0x1CE7 -> U+B300 (대) — requires carry from 0xFF to 0x00 in low byte
      • + *
    + * + *

    Before fix: returned U+B200 (눀) due to byte overflow without carry. + * This also caused spurious spaces in page numbers (e.g. "31" → "3 1") + * because the corrupted glyph widths affected text chunk bounding boxes. + */ + @Test + public void testIssue166ToUnicodeIntervalByteCarry() { + byte[] startingValue = new byte[] { (byte) 0xB2, (byte) 0xFF }; + ToUnicodeInterval interval = new ToUnicodeInterval(0x1CE6, 0x1CE7, startingValue); + + Assertions.assertEquals("\uB2FF", interval.toUnicode(0x1CE6), + "First mapping should be U+B2FF"); + Assertions.assertEquals("\uB300", interval.toUnicode(0x1CE7), + "Second mapping should be U+B300 (대), not U+B200 (눀)"); + } + + /** + * Verifies byte carry at the U+00FF -> U+0100 boundary. + * + * bfrange: {@code <0001> <0002> <00FF>} + * - CID 0x0001 -> U+00FF + * - CID 0x0002 -> U+0100 — requires carry + * + * Before fix: returned U+0000 (NULL) due to byte overflow. + */ + @Test + public void testIssue166ToUnicodeIntervalByteCarryAtLowBoundary() { + byte[] startingValue = new byte[] { (byte) 0x00, (byte) 0xFF }; + ToUnicodeInterval interval = new ToUnicodeInterval(0x0001, 0x0002, startingValue); + + Assertions.assertEquals("\u00FF", interval.toUnicode(0x0001), + "First mapping should be U+00FF"); + Assertions.assertEquals("\u0100", interval.toUnicode(0x0002), + "Second mapping should be U+0100, not U+0000"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/Base64ImageUtilsTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/Base64ImageUtilsTest.java new file mode 100644 index 0000000..c333714 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/Base64ImageUtilsTest.java @@ -0,0 +1,128 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.CsvSource; + +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.Base64; + +import static org.junit.jupiter.api.Assertions.*; + +class Base64ImageUtilsTest { + + @TempDir + Path tempDir; + + @Test + void testToDataUri_withPngFormat() throws IOException { + // Given + byte[] testContent = "PNG image content".getBytes(); + File testFile = tempDir.resolve("test.png").toFile(); + Files.write(testFile.toPath(), testContent); + + // When + String dataUri = Base64ImageUtils.toDataUri(testFile, "png"); + + // Then + assertNotNull(dataUri); + assertTrue(dataUri.startsWith("data:image/png;base64,")); + String expectedBase64 = Base64.getEncoder().encodeToString(testContent); + assertEquals("data:image/png;base64," + expectedBase64, dataUri); + } + + @Test + void testToDataUri_withJpegFormat() throws IOException { + // Given + byte[] testContent = "JPEG image content".getBytes(); + File testFile = tempDir.resolve("test.jpg").toFile(); + Files.write(testFile.toPath(), testContent); + + // When + String dataUri = Base64ImageUtils.toDataUri(testFile, "jpeg"); + + // Then + assertNotNull(dataUri); + assertTrue(dataUri.startsWith("data:image/jpeg;base64,")); + } + + @Test + void testToDataUri_withNonExistentFile() { + // Given + File nonExistentFile = new File("/non/existent/file.png"); + + // When + String dataUri = Base64ImageUtils.toDataUri(nonExistentFile, "png"); + + // Then + assertNull(dataUri); + } + + @ParameterizedTest + @CsvSource({ + "png, image/png", + "PNG, image/png", + "jpeg, image/jpeg", + "JPEG, image/jpeg", + "jpg, image/jpeg", + "JPG, image/jpeg" + }) + void testGetMimeType_withValidFormats(String format, String expectedMimeType) { + assertEquals(expectedMimeType, Base64ImageUtils.getMimeType(format)); + } + + @Test + void testGetMimeType_withNullFormat() { + assertEquals("image/png", Base64ImageUtils.getMimeType(null)); + } + + @Test + void testGetMimeType_withUnknownFormat() { + // Unknown formats default to PNG + assertEquals("image/png", Base64ImageUtils.getMimeType("bmp")); + assertEquals("image/png", Base64ImageUtils.getMimeType("gif")); + assertEquals("image/png", Base64ImageUtils.getMimeType("webp")); + assertEquals("image/png", Base64ImageUtils.getMimeType("unknown")); + } + + @Test + void testMaxEmbeddedImageSizeConstant() { + // Verify the constant is 10MB + assertEquals(10L * 1024 * 1024, Base64ImageUtils.MAX_EMBEDDED_IMAGE_SIZE); + } + + @Test + void testToDataUriWithImageAtSizeLimit() throws IOException { + // Given: Create a file exactly at the size limit + // Note: We use a smaller size for test performance (1KB instead of 10MB) + byte[] content = new byte[1024]; + File testFile = tempDir.resolve("at_limit.png").toFile(); + Files.write(testFile.toPath(), content); + + // When + String dataUri = Base64ImageUtils.toDataUri(testFile, "png"); + + // Then: Should succeed for files under the limit + assertNotNull(dataUri); + assertTrue(dataUri.startsWith("data:image/png;base64,")); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ContentSanitizerTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ContentSanitizerTest.java new file mode 100644 index 0000000..556baf8 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ContentSanitizerTest.java @@ -0,0 +1,114 @@ +package org.opendataloader.pdf.utils; + +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.api.FilterConfig; +import org.verapdf.wcag.algorithms.entities.content.TextChunk; +import org.verapdf.wcag.algorithms.entities.content.TextLine; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.utils.StreamInfo; + +import java.util.ArrayList; +import java.util.Collections; +import java.util.List; + +import static org.junit.jupiter.api.Assertions.assertEquals; + +class ContentSanitizerTest { + private ContentSanitizer sanitizer; + + @BeforeEach + void setUp() { + FilterConfig filterConfig = new FilterConfig(); + sanitizer = new ContentSanitizer(filterConfig.getFilterRules()); + } + + TextChunk createTextChunk(String value, double left, double bottom, double right, double top) { + TextChunk chunk = new TextChunk(new BoundingBox(left, bottom, right, top), value,10, 10); + chunk.getStreamInfos().add(new StreamInfo(0, null, 0, value.length())); + chunk.adjustSymbolEndsToBoundingBox(null); + return chunk; + } + + private void assertChunksContainValues(List chunks, String... expectedValues) { + assertEquals(expectedValues.length, chunks.size(), + "Wrong number of chunks"); + + for (int i = 0; i < expectedValues.length; i++) { + assertEquals(expectedValues[i], chunks.get(i).getValue(), + "Chunk " + i + " contains wrong value"); + } + } + + @Test + void testMultipleReplacementsInSingleChunk() { + TextChunk chunk = createTextChunk( + "Email: test@gmail.com, IP: 192.168.1.1", 0f, 40f, 100f, 20f); + List originalChunks = Collections.singletonList(chunk); + + List replacements = sanitizer.findAllReplacements(chunk.getValue()); + List result = sanitizer.applyReplacementsToChunks( + originalChunks, replacements); + + assertChunksContainValues(result, "Email: ", "email@example.com", ", IP: ", "0.0.0.0"); + } + + @Test + void testReplaceCoveringMultipleFullChunks() { + List originalChunks = new ArrayList<>(); + originalChunks.add(createTextChunk("User: ", 0f, 60f, 10f, 20f)); + originalChunks.add(createTextChunk("john", 60f, 60f, 100f, 20f)); + originalChunks.add(createTextChunk(".doe@", 100f, 60f, 140f, 20f)); + originalChunks.add(createTextChunk("example.com", 140f, 60f, 220f, 20f)); + TextLine line = new TextLine(); + for (TextChunk chunk : originalChunks) { + line.add(chunk); + } + + List replacements = sanitizer.findAllReplacements(line.getValue()); + + List result = sanitizer.applyReplacementsToChunks( + originalChunks, replacements); + + assertChunksContainValues(result, "User: ", "email@example.com"); + } + + @Test + void testReplaceCoveringPartsOfChunks() { + List originalChunks = new ArrayList<>(); + originalChunks.add(createTextChunk("User: john", 0f, 60f, 100, 20f)); + originalChunks.add(createTextChunk(".doe@", 100f, 60f, 140f, 20f)); + originalChunks.add(createTextChunk("example.com. Hi!", 140f, 60f, 250f, 20f)); + TextLine line = new TextLine(); + for (TextChunk chunk : originalChunks) { + line.add(chunk); + } + + List replacements = sanitizer.findAllReplacements(line.getValue()); + + List result = sanitizer.applyReplacementsToChunks( + originalChunks, replacements); + + assertChunksContainValues(result, "User: ", "email@example.com", ". Hi!"); + } + + @Test + void testReplaceCoveringOneFullChunkInArray() { + List originalChunks = new ArrayList<>(); + originalChunks.add(createTextChunk("User: ", 0f, 60f, 10f, 20f)); + originalChunks.add(createTextChunk("john.doe@example.com", 20f, 60f, 140f, 20f)); + originalChunks.add(createTextChunk(". Hi!", 150f, 60f, 180f, 20f)); + originalChunks.add(createTextChunk(" Hello!", 180f, 60f, 210f, 20f)); + TextLine line = new TextLine(); + for (TextChunk chunk : originalChunks) { + line.add(chunk); + } + + List replacements = sanitizer.findAllReplacements(line.getValue()); + + List result = sanitizer.applyReplacementsToChunks( + originalChunks, replacements); + + assertChunksContainValues(result, "User: ", "email@example.com", ". Hi!", " Hello!"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ImageFormatSupportTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ImageFormatSupportTest.java new file mode 100644 index 0000000..f06f1ac --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ImageFormatSupportTest.java @@ -0,0 +1,128 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.ValueSource; + +import javax.imageio.ImageIO; +import java.awt.Color; +import java.awt.Graphics2D; +import java.awt.image.BufferedImage; +import java.io.File; +import java.io.IOException; +import java.nio.file.Path; +import java.util.Arrays; + +import static org.junit.jupiter.api.Assertions.*; + +/** + * Tests for image format support in Java ImageIO. + * This test verifies which image formats can actually be written by the JVM. + */ +class ImageFormatSupportTest { + + @TempDir + Path tempDir; + + /** + * Creates a simple test image for format testing. + */ + private BufferedImage createTestImage() { + BufferedImage image = new BufferedImage(100, 100, BufferedImage.TYPE_INT_RGB); + Graphics2D g2d = image.createGraphics(); + g2d.setColor(Color.RED); + g2d.fillRect(0, 0, 50, 50); + g2d.setColor(Color.BLUE); + g2d.fillRect(50, 0, 50, 50); + g2d.setColor(Color.GREEN); + g2d.fillRect(0, 50, 50, 50); + g2d.setColor(Color.YELLOW); + g2d.fillRect(50, 50, 50, 50); + g2d.dispose(); + return image; + } + + @Test + void testPngFormatIsSupported() throws IOException { + BufferedImage testImage = createTestImage(); + File outputFile = tempDir.resolve("test.png").toFile(); + + boolean result = ImageIO.write(testImage, "png", outputFile); + + assertTrue(result, "PNG format should be supported by ImageIO"); + assertTrue(outputFile.exists(), "PNG file should be created"); + assertTrue(outputFile.length() > 0, "PNG file should have content"); + } + + @Test + void testJpegFormatIsSupported() throws IOException { + BufferedImage testImage = createTestImage(); + File outputFile = tempDir.resolve("test.jpeg").toFile(); + + boolean result = ImageIO.write(testImage, "jpeg", outputFile); + + assertTrue(result, "JPEG format should be supported by ImageIO"); + assertTrue(outputFile.exists(), "JPEG file should be created"); + assertTrue(outputFile.length() > 0, "JPEG file should have content"); + } + + @Test + void testWebpFormatIsNotSupported() throws IOException { + BufferedImage testImage = createTestImage(); + File outputFile = tempDir.resolve("test.webp").toFile(); + + // WebP is NOT supported by default Java ImageIO + boolean result = ImageIO.write(testImage, "webp", outputFile); + + assertFalse(result, "WebP format should NOT be supported by standard ImageIO"); + } + + @Test + void testListAvailableWriterFormats() { + String[] writerFormats = ImageIO.getWriterFormatNames(); + System.out.println("Available ImageIO writer formats: " + Arrays.toString(writerFormats)); + + // PNG and JPEG should always be available + assertTrue(Arrays.asList(writerFormats).contains("png"), "PNG should be available"); + assertTrue(Arrays.asList(writerFormats).contains("JPEG") || Arrays.asList(writerFormats).contains("jpeg"), + "JPEG should be available"); + } + + @ParameterizedTest + @ValueSource(strings = {"png", "jpeg", "jpg", "gif", "bmp"}) + void testStandardFormatsAreSupported(String format) throws IOException { + BufferedImage testImage = createTestImage(); + File outputFile = tempDir.resolve("test." + format).toFile(); + + boolean result = ImageIO.write(testImage, format, outputFile); + + assertTrue(result, format.toUpperCase() + " format should be supported by ImageIO"); + assertTrue(outputFile.exists(), format.toUpperCase() + " file should be created"); + } + + @Test + void testUnsupportedFormatReturnsFalse() throws IOException { + BufferedImage testImage = createTestImage(); + File outputFile = tempDir.resolve("test.xyz").toFile(); + + boolean result = ImageIO.write(testImage, "xyz_unsupported_format", outputFile); + + assertFalse(result, "Unsupported format should return false"); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ImagesUtilsTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ImagesUtilsTest.java new file mode 100644 index 0000000..6e76ca1 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ImagesUtilsTest.java @@ -0,0 +1,380 @@ +/* + * Copyright 2025-2026 Hancom Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.opendataloader.pdf.utils; + +import org.junit.jupiter.api.Test; +import org.opendataloader.pdf.containers.StaticLayoutContainers; +import org.verapdf.wcag.algorithms.entities.content.ImageChunk; +import org.verapdf.wcag.algorithms.entities.geometry.BoundingBox; +import org.verapdf.wcag.algorithms.semanticalgorithms.containers.StaticContainers; + +import java.awt.image.BufferedImage; +import java.io.File; +import java.io.IOException; +import java.lang.ref.WeakReference; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.concurrent.atomic.AtomicInteger; + +import static org.junit.jupiter.api.Assertions.*; + +class ImagesUtilsTest { + + @Test + void testCreateImagesDirectory() throws IOException { + StaticLayoutContainers.clearContainers(); + // Given + Path tempDir = Files.createTempDirectory("test"); + File testPdf = new File("../../samples/pdf/lorem.pdf"); + String outputFolder = tempDir.toString(); + + // When + try { + Path path = Paths.get(testPdf.getPath()); + StaticLayoutContainers.setImagesDirectory(outputFolder + File.separator + path.getFileName().toString().substring(0, path.getFileName().toString().length() - 4) + "_images"); + ImagesUtils imagesUtils = new ImagesUtils(); + imagesUtils.createImagesDirectory(StaticLayoutContainers.getImagesDirectory()); + // Then - verify images directory was created in createImagesDirectory() + String expectedImagesDirName = testPdf.getName().substring(0, testPdf.getName().length() - 4) + "_images"; + Path expectedImagesPath = Path.of(outputFolder, expectedImagesDirName); + + assertTrue(Files.exists(expectedImagesPath), "Images directory should be created in constructor"); + assertTrue(Files.isDirectory(expectedImagesPath), "Images path should be a directory"); + } finally { + // Cleanup + Files.walk(tempDir) + .sorted((a, b) -> b.compareTo(a)) + .forEach(p -> { + try { + Files.deleteIfExists(p); + } catch (IOException e) { + // ignore + } + }); + } + } + + @Test + void testWriteImageInitializesImagesUtils() throws IOException { + StaticLayoutContainers.clearContainers(); + // Given + Path tempDir = Files.createTempDirectory("htmlgen-test"); + File testPdf = new File("../../samples/pdf/lorem.pdf"); + String outputFolder = tempDir.toString(); + // When + try { + // Then - if ContrastRatioConsumer wasn't initialized, + // it would be null and cause NPE when used + Path path = Paths.get(testPdf.getAbsolutePath()); + ImagesUtils imagesUtils = new ImagesUtils(); + // Issue #458 hotfix: ImagesUtils no longer keeps a local ContrastRatioConsumer + // field/getter. Verify the consumer is created in StaticLayoutContainers' + // ThreadLocal on first writeImage call (same observable semantic as before). + StaticLayoutContainers.setImagesDirectory(outputFolder + File.separator + path.getFileName().toString().substring(0, path.getFileName().toString().length() - 4) + "_images"); + ImageChunk imageChunk = new ImageChunk(new BoundingBox(0)); + // Initializing contrastRatioConsumer inside writeImage() via StaticLayoutContainers. + StaticContainers.setPassword(""); + StaticContainers.setFileName(testPdf.getAbsolutePath()); + imagesUtils.writeImage(imageChunk); + // Verify file was created + Path pngPath = Path.of(StaticLayoutContainers.getImagesDirectory(), "imageFile1.png"); + // PNG file is created + assertTrue(Files.exists(pngPath), "PNG file created successfully"); + } finally { + // Cleanup + StaticContainers.closeImagesUtils(); + Files.walk(tempDir) + .sorted((a, b) -> b.compareTo(a)) + .forEach(p -> { + try { + Files.deleteIfExists(p); + } catch (IOException e) { + // ignore + } + }); + } + } + + /** + * Regression guard for issue #458 (OOM). + * + * After writing a BufferedImage to disk (or to the in-memory embed cache), + * ImagesUtils MUST invoke {@link BufferedImage#flush()} so the underlying + * raster data and any cached resources become eligible for GC. + * Otherwise large images accumulate on the heap and trigger + * {@code java.lang.OutOfMemoryError: Java heap space}. + * + * Verifies the contract via a package-private seam + * {@code writeBufferedImageToFile(BufferedImage, String, String)}. + */ + @Test + void writeBufferedImageToFile_callsFlushOnSuccess() throws IOException { + StaticLayoutContainers.clearContainers(); + Path tempDir = Files.createTempDirectory("flush-test"); + try { + AtomicInteger flushCalls = new AtomicInteger(0); + BufferedImage tracking = new BufferedImage(8, 8, BufferedImage.TYPE_INT_RGB) { + @Override + public void flush() { + flushCalls.incrementAndGet(); + super.flush(); + } + }; + String fileName = tempDir.resolve("flush_image.png").toString(); + + ImagesUtils imagesUtils = new ImagesUtils(); + imagesUtils.writeBufferedImageToFile(tracking, fileName, "png"); + + assertEquals(1, flushCalls.get(), + "BufferedImage.flush() must be invoked exactly once after writing to release raster memory (issue #458)"); + assertTrue(Files.exists(Path.of(fileName)), "PNG file should be written"); + } finally { + Files.walk(tempDir) + .sorted((a, b) -> b.compareTo(a)) + .forEach(p -> { + try { + Files.deleteIfExists(p); + } catch (IOException e) { + // ignore + } + }); + } + } + + /** + * Regression guard for issue #458 (OOM). + * + * If the underlying {@link javax.imageio.ImageIO#write} call throws + * an IOException, {@link BufferedImage#flush()} MUST still be invoked + * (try-finally semantics) — otherwise an error path leaks raster memory. + */ + @Test + void writeBufferedImageToFile_callsFlushEvenOnIoError() throws IOException { + StaticLayoutContainers.clearContainers(); + Path tempDir = Files.createTempDirectory("flush-test-err"); + try { + AtomicInteger flushCalls = new AtomicInteger(0); + BufferedImage tracking = new BufferedImage(8, 8, BufferedImage.TYPE_INT_RGB) { + @Override + public void flush() { + flushCalls.incrementAndGet(); + super.flush(); + } + }; + // Unsupported format triggers ImageIO.write to return false / NPE / IOException paths; + // additionally, target file path points to a non-writable location via an unsupported format + // and a bogus directory to force a write failure. + String fileName = tempDir.resolve("does/not/exist/img.png").toString(); + + ImagesUtils imagesUtils = new ImagesUtils(); + // Should not throw, but MUST still flush. + imagesUtils.writeBufferedImageToFile(tracking, fileName, "png"); + + assertEquals(1, flushCalls.get(), + "BufferedImage.flush() must be invoked even when ImageIO.write fails (issue #458)"); + } finally { + Files.walk(tempDir) + .sorted((a, b) -> b.compareTo(a)) + .forEach(p -> { + try { + Files.deleteIfExists(p); + } catch (IOException e) { + // ignore + } + }); + } + } + + /** + * Regression guard for issue #458 (OOM) — embedded mode. + * + * The {@link ImagesUtils#writeBufferedImageToFile} contract must hold + * symmetrically for the {@code isEmbedImages() == true} branch: + * the image is encoded into an in-memory buffer (no file is written) + * and {@link BufferedImage#flush()} must still be invoked exactly once. + * Without this, embedded-mode runs accumulate raster memory just like + * the disk-mode branch did before the hotfix. + */ + @Test + void writeBufferedImageToFile_callsFlushInEmbeddedMode() throws IOException { + StaticLayoutContainers.clearContainers(); + try { + StaticLayoutContainers.setEmbedImages(true); + AtomicInteger flushCalls = new AtomicInteger(0); + BufferedImage tracking = new BufferedImage(8, 8, BufferedImage.TYPE_INT_RGB) { + @Override + public void flush() { + flushCalls.incrementAndGet(); + super.flush(); + } + }; + String fileName = "embedded/page1_image1.png"; + + ImagesUtils imagesUtils = new ImagesUtils(); + imagesUtils.writeBufferedImageToFile(tracking, fileName, "png"); + + assertEquals(1, flushCalls.get(), + "BufferedImage.flush() must also be invoked in embedded mode (issue #458)"); + assertTrue(StaticLayoutContainers.hasEmbeddedImageBytes(fileName), + "Embedded mode must populate the in-memory bytes cache instead of writing to disk"); + assertNotNull(StaticLayoutContainers.getEmbeddedImageBytes(fileName), + "Embedded bytes must be retrievable from the cache"); + } finally { + StaticLayoutContainers.clearContainers(); + } + } + + /** + * Regression guard for issue #458 (OOM) — directory-init sentinel. + * + * After M2, ImagesUtils uses an explicit {@code imagesDirectoryInitialized} + * boolean instead of piggy-backing on the (now removed) + * {@code contrastRatioConsumer} field to decide whether to call + * {@link ImagesUtils#createImagesDirectory(String)}. The sentinel must + * fire exactly once regardless of which entry point — {@code writeImage} + * or {@code writePicture} — comes first, so that downstream image writes + * never race on missing directories and {@code mkdirs} is not called + * repeatedly across pages. + * + * We verify by subclassing ImagesUtils to count {@code createImagesDirectory} + * invocations and calling the package-private {@code ensureImagesDirectoryInitialized} + * twice in succession. + */ + @Test + void ensureImagesDirectoryInitialized_createsDirectoryExactlyOnce() throws Exception { + StaticLayoutContainers.clearContainers(); + Path tempDir = Files.createTempDirectory("sentinel-test"); + try { + String imagesDir = tempDir.resolve("doc_images").toString(); + StaticLayoutContainers.setImagesDirectory(imagesDir); + + AtomicInteger createCalls = new AtomicInteger(0); + ImagesUtils imagesUtils = new ImagesUtils() { + @Override + public void createImagesDirectory(String path) { + createCalls.incrementAndGet(); + super.createImagesDirectory(path); + } + }; + + // Invoke the sentinel twice via reflection on the package-private helper, + // simulating writeImage followed by writePicture (or vice versa). + java.lang.reflect.Method ensure = + ImagesUtils.class.getDeclaredMethod("ensureImagesDirectoryInitialized"); + ensure.setAccessible(true); + ensure.invoke(imagesUtils); + ensure.invoke(imagesUtils); + + assertEquals(1, createCalls.get(), + "createImagesDirectory must be called exactly once per ImagesUtils instance regardless of how many writeImage/writePicture calls follow (issue #458 — M2 sentinel)"); + assertTrue(Files.isDirectory(Path.of(imagesDir)), + "Images directory should have been materialised on disk"); + } finally { + StaticLayoutContainers.clearContainers(); + Files.walk(tempDir) + .sorted((a, b) -> b.compareTo(a)) + .forEach(p -> { + try { + Files.deleteIfExists(p); + } catch (IOException e) { + // ignore + } + }); + } + } + + /** + * Regression guard for issue #458 (OOM). + * + * After {@link ImagesUtils#writeBufferedImageToFile} returns, the + * {@link BufferedImage} MUST not be retained by the ImagesUtils + * instance (no strong reference from a field). We verify this by + * holding only a {@link WeakReference} to the image, dropping the + * strong local reference, hinting the GC, and asserting the + * referent has been collected. + * + * Without M2 (removal of the {@code contrastRatioConsumer} field) / + * without M0 ({@code flush()} in finally), the BufferedImage's + * underlying raster would remain reachable through the cached + * {@code ContrastRatioConsumer} and accumulate across pages. + */ + @Test + // The `image = null` below is a deliberate, load-bearing assignment: it drops the + // only strong reference so the WeakReference can be collected. PMD flags it as an + // UnusedAssignment, but removing it would defeat the GC check, so suppress here. + @SuppressWarnings("PMD.UnusedAssignment") + void writeBufferedImageToFile_doesNotRetainImageReference() throws IOException { + StaticLayoutContainers.clearContainers(); + Path tempDir = Files.createTempDirectory("retain-test"); + try { + // Structural assertion: ImagesUtils MUST NOT have a contrastRatioConsumer field. + // A regression that re-introduces this field would cause the GC test to pass + // spuriously (weak-ref collected) while still accumulating BufferedImages + // in the ContrastRatioConsumer's internal cache across pages. + java.lang.reflect.Field[] fields = ImagesUtils.class.getDeclaredFields(); + for (java.lang.reflect.Field field : fields) { + assertFalse(field.getName().equals("contrastRatioConsumer"), + "ImagesUtils MUST NOT declare a 'contrastRatioConsumer' field (issue #458 — M2 regression guard)"); + assertFalse(field.getType().getSimpleName().equals("ContrastRatioConsumer"), + "ImagesUtils MUST NOT declare a field of type ContrastRatioConsumer (issue #458 — M2 regression guard)"); + } + + String fileName = tempDir.resolve("retained.png").toString(); + ImagesUtils imagesUtils = new ImagesUtils(); + + WeakReference weakRef; + { + BufferedImage image = new BufferedImage(32, 32, BufferedImage.TYPE_INT_RGB); + weakRef = new WeakReference<>(image); + imagesUtils.writeBufferedImageToFile(image, fileName, "png"); + // Drop the only strong reference held by this test frame. + image = null; + } + + // Coax the GC. We can't guarantee immediate collection, but a few + // explicit nudges are sufficient for a freshly allocated 4 KB image. + boolean collected = false; + for (int i = 0; i < 20; i++) { + System.gc(); + try { + Thread.sleep(10); + } catch (InterruptedException ie) { + Thread.currentThread().interrupt(); + break; + } + if (weakRef.get() == null) { + collected = true; + break; + } + } + + assertTrue(collected, + "BufferedImage written via writeBufferedImageToFile must be GC-eligible " + + "after the call returns (issue #458 — no field/static retention)"); + } finally { + Files.walk(tempDir) + .sorted((a, b) -> b.compareTo(a)) + .forEach(p -> { + try { + Files.deleteIfExists(p); + } catch (IOException e) { + // ignore + } + }); + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ModeWeightStatisticsTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ModeWeightStatisticsTest.java new file mode 100644 index 0000000..cd1e94a --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/ModeWeightStatisticsTest.java @@ -0,0 +1,55 @@ +package org.opendataloader.pdf.utils; + +import org.assertj.core.data.Offset; +import org.junit.jupiter.api.Test; + +import static org.assertj.core.api.Assertions.assertThat; + +class ModeWeightStatisticsTest { + + @Test + void getModeReturnsMostFrequentScoreWithinRange() { + ModeWeightStatistics statistics = new ModeWeightStatistics(10.0, 32.0, 9.0, 14.0); + statistics.addScore(10.0); + statistics.addScore(12.0); + statistics.addScore(12.0); + statistics.addScore(12.0); + statistics.addScore(14.0); + statistics.sortByFrequency(); + + double mode = statistics.getMode(); + + assertThat(mode).isCloseTo(12.0, Offset.offset(0.001)); + } + + @Test + void getModeReturnsNaNWhenNoScoresWithinRange() { + ModeWeightStatistics statistics = new ModeWeightStatistics(10.0, 32.0, 9.0, 13.0); + statistics.addScore(5.0); + statistics.addScore(7.0); + statistics.sortByFrequency(); + + double mode = statistics.getMode(); + + assertThat(mode).isCloseTo(0.0, Offset.offset(0.001)); + } + + @Test + void getBoostGivesFractionalRankForScoresAboveMode() { + ModeWeightStatistics statistics = new ModeWeightStatistics(10.0, 32.0, 9.0, 13.0); + statistics.addScore(12.0); + statistics.addScore(12.0); + statistics.addScore(12.0); + statistics.addScore(10.0); + statistics.addScore(14.0); + statistics.addScore(16.0); + + double boostForFourteen = statistics.getBoost(14.0); + double boostForSixteen = statistics.getBoost(16.0); + double boostForMode = statistics.getBoost(12.0); + + assertThat(boostForFourteen).isCloseTo(0.5, Offset.offset(0.001)); + assertThat(boostForSixteen).isCloseTo(1.0, Offset.offset(0.001)); + assertThat(boostForMode).isCloseTo(0.0, Offset.offset(0.001)); + } +} diff --git a/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/TextNodeStatisticsTest.java b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/TextNodeStatisticsTest.java new file mode 100644 index 0000000..594597f --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/java/org/opendataloader/pdf/utils/TextNodeStatisticsTest.java @@ -0,0 +1,82 @@ +package org.opendataloader.pdf.utils; + +import org.assertj.core.data.Offset; +import org.junit.jupiter.api.Test; +import org.verapdf.wcag.algorithms.entities.SemanticTextNode; + +import static org.assertj.core.api.Assertions.assertThat; + +class TextNodeStatisticsTest { + + @Test + void fontSizeRarityBoostUsesRelativeRankOfScoresAboveBodyMode() { + TextNodeStatisticsConfig config = new TextNodeStatisticsConfig(); + TextNodeStatistics statistics = new TextNodeStatistics(config); + + StubSemanticTextNode body = new StubSemanticTextNode(12.0, 400.0); + StubSemanticTextNode bodySecond = new StubSemanticTextNode(12.0, 400.0); + StubSemanticTextNode smallBody = new StubSemanticTextNode(10.0, 395.0); + StubSemanticTextNode mediumHeading = new StubSemanticTextNode(14.0, 410.0); + StubSemanticTextNode largeHeading = new StubSemanticTextNode(16.0, 430.0); + + statistics.addTextNode(body); + statistics.addTextNode(bodySecond); + statistics.addTextNode(smallBody); + statistics.addTextNode(mediumHeading); + statistics.addTextNode(largeHeading); + + double boostForBody = statistics.fontSizeRarityBoost(body); + double boostForMediumHeading = statistics.fontSizeRarityBoost(mediumHeading); + double boostForLargeHeading = statistics.fontSizeRarityBoost(largeHeading); + + assertThat(boostForBody).isCloseTo(0.0, Offset.offset(0.001)); + assertThat(boostForMediumHeading).isCloseTo(config.fontSizeRarityBoost / 2, Offset.offset(0.001)); + assertThat(boostForLargeHeading).isCloseTo(config.fontSizeRarityBoost, Offset.offset(0.001)); + } + + @Test + void fontWeightRarityBoostUsesDominantWeightWindow() { + TextNodeStatisticsConfig config = new TextNodeStatisticsConfig(); + TextNodeStatistics statistics = new TextNodeStatistics(config); + + StubSemanticTextNode body = new StubSemanticTextNode(12.0, 400.0); + StubSemanticTextNode bodySecond = new StubSemanticTextNode(12.0, 400.0); + StubSemanticTextNode bodyWithinTolerance = new StubSemanticTextNode(11.0, 395.0); + StubSemanticTextNode slightlyBolder = new StubSemanticTextNode(14.0, 410.0); + StubSemanticTextNode boldHeading = new StubSemanticTextNode(16.0, 430.0); + + statistics.addTextNode(body); + statistics.addTextNode(bodySecond); + statistics.addTextNode(bodyWithinTolerance); + statistics.addTextNode(slightlyBolder); + statistics.addTextNode(boldHeading); + + double boostForBody = statistics.fontWeightRarityBoost(body); + double boostForSlightlyBolder = statistics.fontWeightRarityBoost(slightlyBolder); + double boostForBoldHeading = statistics.fontWeightRarityBoost(boldHeading); + + assertThat(boostForBody).isCloseTo(0.0, Offset.offset(0.001)); + assertThat(boostForSlightlyBolder).isCloseTo(config.fontWeightRarityBoost / 2, Offset.offset(0.001)); + assertThat(boostForBoldHeading).isCloseTo(config.fontWeightRarityBoost, Offset.offset(0.001)); + } + + private static class StubSemanticTextNode extends SemanticTextNode { + private final double fontSize; + private final double fontWeight; + + StubSemanticTextNode(double fontSize, double fontWeight) { + this.fontSize = fontSize; + this.fontWeight = fontWeight; + } + + @Override + public double getFontSize() { + return fontSize; + } + + @Override + public double getFontWeight() { + return fontWeight; + } + } +} diff --git a/java/opendataloader-pdf-core/src/test/resources/cid-font-no-tounicode.pdf b/java/opendataloader-pdf-core/src/test/resources/cid-font-no-tounicode.pdf new file mode 100644 index 0000000..d7b6659 Binary files /dev/null and b/java/opendataloader-pdf-core/src/test/resources/cid-font-no-tounicode.pdf differ diff --git a/java/opendataloader-pdf-core/src/test/resources/generate-cid-test-pdf.py b/java/opendataloader-pdf-core/src/test/resources/generate-cid-test-pdf.py new file mode 100644 index 0000000..a2595a3 --- /dev/null +++ b/java/opendataloader-pdf-core/src/test/resources/generate-cid-test-pdf.py @@ -0,0 +1,336 @@ +#!/usr/bin/env python3 +""" +Generate a minimal PDF with a Type0 (CID) font that has NO ToUnicode CMap. + +When parsed by veraPDF, this PDF will emit U+FFFD (replacement character) for +text characters because there is no ToUnicode mapping and the encoding is +Identity-H (raw CID values with no inherent Unicode mapping). + +Strategy: + Use reportlab to generate a PDF with an embedded TTF font as a Type0/CID font, + then post-process the raw bytes to: + 1. Change the encoding to /Identity-H (removing any Unicode-based CMap) + 2. Strip any /ToUnicode references + This ensures proper font metrics (widths, bounding boxes) while preventing + Unicode mapping. + +Usage: + python3 generate-cid-test-pdf.py [output.pdf] + +Output defaults to cid-font-no-tounicode.pdf in the same directory. + +Requirements: + pip install reportlab +""" +import os +import re +import struct +import sys + + +def find_ttf_font(): + """Find a TrueType font on the system.""" + candidates = [ + "/System/Library/Fonts/Supplemental/Times New Roman.ttf", + "/System/Library/Fonts/Supplemental/Arial.ttf", + "/Library/Fonts/Arial.ttf", + "/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf", + "/usr/share/fonts/truetype/liberation/LiberationSans-Regular.ttf", + ] + for path in candidates: + if os.path.exists(path): + return path + return None + + +def read_ttf_tables(font_path): + """Read TrueType font and extract key tables for embedding.""" + with open(font_path, 'rb') as f: + data = f.read() + return data + + +def build_pdf_with_real_font(output_path, font_path): + """Build a PDF with Type0/CID font using a real TTF font program. + + The font is embedded as CIDFontType2 with Identity-H encoding and + no ToUnicode CMap, so veraPDF cannot map CID values to Unicode. + """ + font_data = read_ttf_tables(font_path) + + # Parse the TTF to get unitsPerEm and some metrics + # Read offset table + sfVersion, numTables = struct.unpack('>IH', font_data[0:6]) + + tables = {} + for i in range(numTables): + offset = 12 + i * 16 + tag = font_data[offset:offset+4].decode('ascii', errors='replace') + checksum, tbl_offset, tbl_length = struct.unpack('>III', font_data[offset+4:offset+16]) + tables[tag] = (tbl_offset, tbl_length) + + # Read head table for unitsPerEm + if 'head' in tables: + ho, hl = tables['head'] + head_data = font_data[ho:ho+hl] + units_per_em = struct.unpack('>H', head_data[18:20])[0] + x_min, y_min, x_max, y_max = struct.unpack('>hhhh', head_data[36:44]) + else: + units_per_em = 1000 + x_min, y_min, x_max, y_max = 0, -200, 1000, 800 + + # Read hhea for ascent/descent + if 'hhea' in tables: + ho, hl = tables['hhea'] + hhea_data = font_data[ho:ho+hl] + ascent = struct.unpack('>h', hhea_data[4:6])[0] + descent = struct.unpack('>h', hhea_data[6:8])[0] + num_hmtx = struct.unpack('>H', hhea_data[34:36])[0] + else: + ascent, descent, num_hmtx = 800, -200, 0 + + # Read hmtx for glyph widths + widths = [] + if 'hmtx' in tables: + ho, hl = tables['hmtx'] + hmtx_data = font_data[ho:ho+hl] + for i in range(min(num_hmtx, 256)): + aw = struct.unpack('>H', hmtx_data[i*4:i*4+2])[0] + widths.append(aw) + + # Scale factor to convert from font units to 1000-unit space + scale = 1000.0 / units_per_em + + # Default width (most common) + default_width = int(widths[0] * scale) if widths else 600 + + # Build width array for CIDs we'll use (32-127, ASCII printable range) + # CID values = glyph IDs in Identity-H encoding + # We'll use glyph IDs for common ASCII characters + # In most fonts, glyph IDs for ASCII chars are in a predictable range + + # Read cmap to find glyph IDs for ASCII characters + glyph_ids = {} + if 'cmap' in tables: + co, cl = tables['cmap'] + cmap_data = font_data[co:co+cl] + num_subtables = struct.unpack('>H', cmap_data[2:4])[0] + + for i in range(num_subtables): + so = 4 + i * 8 + platform_id, encoding_id, subtable_offset = struct.unpack('>HHI', cmap_data[so:so+8]) + + # Prefer Windows Unicode BMP (3,1) or Unicode (0,3) + if (platform_id == 3 and encoding_id == 1) or (platform_id == 0): + st_data = cmap_data[subtable_offset:] + fmt = struct.unpack('>H', st_data[0:2])[0] + + if fmt == 4: + seg_count = struct.unpack('>H', st_data[6:8])[0] // 2 + end_codes = [] + for j in range(seg_count): + end_codes.append(struct.unpack('>H', st_data[14 + j*2:16 + j*2])[0]) + + start_offset = 14 + seg_count * 2 + 2 + start_codes = [] + for j in range(seg_count): + start_codes.append(struct.unpack('>H', st_data[start_offset + j*2:start_offset + 2 + j*2])[0]) + + delta_offset = start_offset + seg_count * 2 + deltas = [] + for j in range(seg_count): + deltas.append(struct.unpack('>h', st_data[delta_offset + j*2:delta_offset + 2 + j*2])[0]) + + range_offset_start = delta_offset + seg_count * 2 + range_offsets = [] + for j in range(seg_count): + range_offsets.append(struct.unpack('>H', st_data[range_offset_start + j*2:range_offset_start + 2 + j*2])[0]) + + for j in range(seg_count): + for code in range(start_codes[j], end_codes[j] + 1): + if 32 <= code <= 126: + if range_offsets[j] == 0: + gid = (code + deltas[j]) & 0xFFFF + else: + idx = range_offset_start + j * 2 + range_offsets[j] + (code - start_codes[j]) * 2 + gid = struct.unpack('>H', st_data[idx:idx+2])[0] + if gid != 0: + gid = (gid + deltas[j]) & 0xFFFF + glyph_ids[code] = gid + break + + # Build the text content using glyph IDs (CID values) + text1 = "The quick brown fox jumps over the lazy dog 0123456789" + text2 = "ABCDEFGHIJKLMNOPQRSTUVWXYZ abcdefghijklmnopqrstuvwxyz" + + def text_to_hex_cids(text): + hex_str = "" + for ch in text: + code = ord(ch) + gid = glyph_ids.get(code, 0) + hex_str += f"{gid:04X}" + return hex_str + + hex1 = text_to_hex_cids(text1) + hex2 = text_to_hex_cids(text2) + + # Build W array for the glyph IDs we use + used_gids = set() + for ch in text1 + text2: + gid = glyph_ids.get(ord(ch), 0) + used_gids.add(gid) + + w_entries = [] + for gid in sorted(used_gids): + if gid < len(widths): + w = int(widths[gid] * scale) + else: + w = default_width + w_entries.append(f"{gid} [{w}]") + w_array = " ".join(w_entries) + + # Scale font metrics + s_ascent = int(ascent * scale) + s_descent = int(descent * scale) + s_xmin = int(x_min * scale) + s_ymin = int(y_min * scale) + s_xmax = int(x_max * scale) + s_ymax = int(y_max * scale) + + # Build PDF content stream + content_stream = f"""BT +/F1 14 Tf +72 700 Td +<{hex1}> Tj +0 -20 Td +<{hex2}> Tj +0 -20 Td +<{hex1}> Tj +0 -20 Td +<{hex2}> Tj +0 -20 Td +<{hex1}> Tj +ET""".encode() + + # Build PDF objects + catalog_id = 1 + pages_id = 2 + page_id = 3 + contents_id = 4 + type0_font_id = 5 + cid_font_id = 6 + font_descriptor_id = 7 + font_file_id = 8 + + objects = {} + objects[catalog_id] = f"<< /Type /Catalog /Pages {pages_id} 0 R >>".encode() + objects[pages_id] = f"<< /Type /Pages /Kids [{page_id} 0 R] /Count 1 >>".encode() + objects[page_id] = ( + f"<< /Type /Page /Parent {pages_id} 0 R /MediaBox [0 0 612 792] " + f"/Contents {contents_id} 0 R " + f"/Resources << /Font << /F1 {type0_font_id} 0 R >> >> >>" + ).encode() + + # No /ToUnicode reference - this is the key + objects[type0_font_id] = ( + f"<< /Type /Font /Subtype /Type0 /BaseFont /AAAAAA+TestCIDFont " + f"/Encoding /Identity-H " + f"/DescendantFonts [{cid_font_id} 0 R] >>" + ).encode() + + objects[cid_font_id] = ( + f"<< /Type /Font /Subtype /CIDFontType2 /BaseFont /AAAAAA+TestCIDFont " + f"/CIDSystemInfo << /Registry (Adobe) /Ordering (Identity) /Supplement 0 >> " + f"/FontDescriptor {font_descriptor_id} 0 R " + f"/DW {default_width} " + f"/W [{w_array}] >>" + ).encode() + + objects[font_descriptor_id] = ( + f"<< /Type /FontDescriptor /FontName /AAAAAA+TestCIDFont /Flags 4 " + f"/FontBBox [{s_xmin} {s_ymin} {s_xmax} {s_ymax}] " + f"/ItalicAngle 0 /Ascent {s_ascent} " + f"/Descent {s_descent} /CapHeight 700 /StemV 80 " + f"/FontFile2 {font_file_id} 0 R >>" + ).encode() + + # Build PDF bytes + pdf = b"%PDF-1.4\n%\xe2\xe3\xcf\xd3\n" + offsets = {} + + # Write non-stream objects first + for obj_id in sorted(objects.keys()): + offsets[obj_id] = len(pdf) + data = objects[obj_id] + pdf += f"{obj_id} 0 obj\n".encode() + pdf += data + pdf += b"\nendobj\n" + + # Write content stream + offsets[contents_id] = len(pdf) + pdf += f"{contents_id} 0 obj\n".encode() + pdf += f"<< /Length {len(content_stream)} >>\n".encode() + pdf += b"stream\n" + pdf += content_stream + pdf += b"\nendstream\n" + pdf += b"endobj\n" + + # Write font file stream + offsets[font_file_id] = len(pdf) + pdf += f"{font_file_id} 0 obj\n".encode() + pdf += f"<< /Length {len(font_data)} /Length1 {len(font_data)} >>\n".encode() + pdf += b"stream\n" + pdf += font_data + pdf += b"\nendstream\n" + pdf += b"endobj\n" + + # xref table + xref_offset = len(pdf) + max_obj = max(offsets.keys()) + pdf += b"xref\n" + pdf += f"0 {max_obj + 1}\n".encode() + pdf += b"0000000000 65535 f \n" + for i in range(1, max_obj + 1): + if i in offsets: + pdf += f"{offsets[i]:010d} 00000 n \n".encode() + else: + pdf += b"0000000000 00000 f \n" + + # trailer + pdf += b"trailer\n" + pdf += f"<< /Size {max_obj + 1} /Root {catalog_id} 0 R >>\n".encode() + pdf += b"startxref\n" + pdf += f"{xref_offset}\n".encode() + pdf += b"%%EOF\n" + + with open(output_path, 'wb') as f: + f.write(pdf) + + return len(pdf), len(used_gids) + + +def main(): + script_dir = os.path.dirname(os.path.abspath(__file__)) + default_output = os.path.join(script_dir, "cid-font-no-tounicode.pdf") + output_path = sys.argv[1] if len(sys.argv) > 1 else default_output + + font_path = find_ttf_font() + if font_path is None: + print("ERROR: No suitable TrueType font found on system", file=sys.stderr) + sys.exit(1) + + print(f"Using font: {font_path}") + print("Generating PDF with Type0/CID font (no ToUnicode)...") + size, num_glyphs = build_pdf_with_real_font(output_path, font_path) + print(f"Generated: {output_path} ({size} bytes)") + print() + print("Key properties:") + print(" - Type0 font with Identity-H encoding") + print(" - CIDFontType2 descendant with real TrueType font program") + print(" - No /ToUnicode CMap") + print(f" - {num_glyphs} unique glyphs used") + print(" - 5 lines of text, all characters should map to U+FFFD in veraPDF") + + +if __name__ == "__main__": + main() diff --git a/java/pom.xml b/java/pom.xml new file mode 100644 index 0000000..c9eaed7 --- /dev/null +++ b/java/pom.xml @@ -0,0 +1,275 @@ + + + + 4.0.0 + + org.opendataloader + opendataloader-pdf-parent + 0.0.0 + pom + + OpenDataLoader PDF + OpenDataLoader PDF + https://github.com/opendataloader-project/opendataloader-pdf + + + + Apache License, Version 2.0 + https://www.apache.org/licenses/LICENSE-2.0 + + + + + + opendataloader-project + open.dataloader@hancom.com + opendataloader-project + https://github.com/opendataloader-project + + + + + scm:git:git://github.com/opendataloader-project/opendataloader-pdf.git + + scm:git:ssh://github.com:opendataloader-project/opendataloader-pdf.git + + https://github.com/opendataloader-project/opendataloader-pdf/tree/main + + + + 11 + 11 + UTF-8 + 1.31.99 + 1.31.33 + 2.22.0 + 6.1.0 + 3.27.7 + 5.4.0 + 1.11.0 + 3.15.0 + 1.7.3 + 0.8.15 + 3.4.0 + 3.12.0 + 3.6.2 + 3.2.8 + 3.5.6 + 0.11.0 + 3.6.0 + 4.10.2.0 + + + + opendataloader-pdf-core + opendataloader-pdf-cli + + + + + + + com.squareup.okhttp3 + okhttp-bom + ${okhttp.version} + pom + import + + + org.verapdf + wcag-algorithms + ${verapdf.wcag.algs.version} + + + org.jacoco + jacoco-maven-plugin + + + + + com.fasterxml.jackson.core + jackson-databind + ${jackson.databind.version} + + + org.junit.jupiter + junit-jupiter + ${junit.jupiter.version} + test + + + org.assertj + assertj-core + ${assertj.version} + test + + + commons-cli + commons-cli + ${commons.cli.version} + + + + + + + + true + + vera-dev + Vera development + https://artifactory.openpreservation.org/artifactory/vera-dev + + + + + + false + + vera-dev + Vera development + https://artifactory.openpreservation.org/artifactory/vera-dev + + + + + + + + org.apache.maven.plugins + maven-surefire-plugin + ${maven-surefire.plugin.version} + + + org.apache.maven.plugins + maven-compiler-plugin + ${maven-compiler.plugin.version} + + ${maven.compiler.source} + + + + org.codehaus.mojo + flatten-maven-plugin + ${flatten.plugin.version} + + + org.jacoco + jacoco-maven-plugin + ${jacoco.plugin.version} + + + org.apache.maven.plugins + maven-source-plugin + ${maven-source.plugin.version} + + + org.apache.maven.plugins + maven-javadoc-plugin + ${maven-javadoc.plugin.version} + + all,-missing + + + + org.apache.maven.plugins + maven-shade-plugin + ${maven-shade.plugin.version} + + + org.apache.maven.plugins + maven-gpg-plugin + ${maven-gpg.plugin.version} + + + org.sonatype.central + central-publishing-maven-plugin + ${central-publishing.plugin.version} + + + org.apache.maven.plugins + maven-checkstyle-plugin + ${checkstyle.plugin.version} + + ${project.basedir}/../checkstyle.xml + true + true + + + + com.github.spotbugs + spotbugs-maven-plugin + ${spotbugs.plugin.version} + + Max + Medium + + + + + + + org.apache.maven.plugins + maven-deploy-plugin + 3.1.4 + + true + + + + + + + + license-header + + + + com.mycila + license-maven-plugin + +

    ${project.basedir}/../LICENSE_TEMPLATE/license.txt
    + + **/*.java + pom.xml + + + + + prepare-package + + format + + + + + + + + + + diff --git a/node/opendataloader-pdf/.gitignore b/node/opendataloader-pdf/.gitignore new file mode 100644 index 0000000..3c6a5e3 --- /dev/null +++ b/node/opendataloader-pdf/.gitignore @@ -0,0 +1,38 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +temp +*.jar +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? + +# turbo +.turbo + +# tsconfig +tsconfig.tsbuildinfo + +# docs +THIRD_PARTY +NOTICE +README.md +LICENSE diff --git a/node/opendataloader-pdf/.npmrc b/node/opendataloader-pdf/.npmrc new file mode 100644 index 0000000..e69de29 diff --git a/node/opendataloader-pdf/.prettierrc.json b/node/opendataloader-pdf/.prettierrc.json new file mode 100644 index 0000000..243b265 --- /dev/null +++ b/node/opendataloader-pdf/.prettierrc.json @@ -0,0 +1,7 @@ +{ + "singleQuote": true, + "trailingComma": "all", + "tabWidth": 2, + "semi": true, + "printWidth": 100 +} diff --git a/node/opendataloader-pdf/eslint.config.js b/node/opendataloader-pdf/eslint.config.js new file mode 100644 index 0000000..93af3d8 --- /dev/null +++ b/node/opendataloader-pdf/eslint.config.js @@ -0,0 +1,32 @@ +import eslint from "@eslint/js"; +import tseslint from "@typescript-eslint/eslint-plugin"; +import tsparser from "@typescript-eslint/parser"; +import globals from "globals"; + +export default [ + eslint.configs.recommended, + { + files: ["src/**/*.ts"], + languageOptions: { + globals: { + ...globals.node, + }, + parser: tsparser, + parserOptions: { + ecmaVersion: "latest", + sourceType: "module", + }, + }, + plugins: { + "@typescript-eslint": tseslint, + }, + rules: { + ...tseslint.configs.recommended.rules, + "no-unused-vars": "off", + "@typescript-eslint/no-unused-vars": "warn", + }, + }, + { + ignores: ["dist/**", "lib/**", "node_modules/**"], + }, +]; diff --git a/node/opendataloader-pdf/package.json b/node/opendataloader-pdf/package.json new file mode 100644 index 0000000..8235f94 --- /dev/null +++ b/node/opendataloader-pdf/package.json @@ -0,0 +1,86 @@ +{ + "name": "@opendataloader/pdf", + "version": "0.0.0", + "description": "A Node.js wrapper for the opendataloader-pdf Java CLI.", + "main": "./dist/index.cjs", + "module": "./dist/index.js", + "types": "./dist/index.d.ts", + "type": "module", + "bin": { + "opendataloader-pdf": "./dist/cli.js" + }, + "exports": { + ".": { + "import": "./dist/index.js", + "require": "./dist/index.cjs" + } + }, + "scripts": { + "setup": "node ./scripts/setup.cjs", + "build": "pnpm run setup && tsup", + "test": "vitest --run", + "format": "prettier --write \"**/*.{ts,js,json,md}\"", + "lint": "eslint \"src/**/*.ts\"", + "lint:fix": "eslint \"src/**/*.ts\" --fix" + }, + "repository": { + "type": "git", + "url": "git+https://github.com/opendataloader-project/opendataloader-pdf.git" + }, + "keywords": [ + "pdf", + "markdown", + "html", + "convert", + "pdf-convert", + "pdf-parser", + "pdf-parsing", + "pdf-to-json", + "pdf-to-markdown", + "pdf-to-html" + ], + "author": "opendataloader-project", + "license": "Apache-2.0", + "bugs": { + "url": "https://github.com/opendataloader-project/opendataloader-pdf/issues" + }, + "homepage": "https://github.com/opendataloader-project/opendataloader-pdf#readme", + "engines": { + "node": ">=20.19.0" + }, + "publishConfig": { + "access": "public" + }, + "dependencies": { + "commander": "^15.0.0" + }, + "devDependencies": { + "@eslint/js": "^10.0.1", + "@types/node": "^26.0.0", + "@typescript-eslint/eslint-plugin": "^8.58.2", + "@typescript-eslint/parser": "^8.58.2", + "eslint": "^10.2.0", + "glob": "^13.0.6", + "globals": "^17.5.0", + "prettier": "^3.8.3", + "tsup": "^8.5.1", + "typescript": "^6.0.2", + "vite": "^8.0.8", + "vitest": "^4.1.4" + }, + "pnpm": { + 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vitest@4.1.9(@types/node@26.0.0)(vite@8.0.16(@types/node@26.0.0)(esbuild@0.27.7)(tsx@4.20.5)): + dependencies: + '@vitest/expect': 4.1.9 + '@vitest/mocker': 4.1.9(vite@8.0.16(@types/node@26.0.0)(esbuild@0.27.7)(tsx@4.20.5)) + '@vitest/pretty-format': 4.1.9 + '@vitest/runner': 4.1.9 + '@vitest/snapshot': 4.1.9 + '@vitest/spy': 4.1.9 + '@vitest/utils': 4.1.9 + es-module-lexer: 2.1.0 + expect-type: 1.3.0 + magic-string: 0.30.21 + obug: 2.1.3 + pathe: 2.0.3 + picomatch: 4.0.4 + std-env: 4.1.0 + tinybench: 2.9.0 + tinyexec: 1.2.4 + tinyglobby: 0.2.17 + tinyrainbow: 3.1.0 + vite: 8.0.16(@types/node@26.0.0)(esbuild@0.27.7)(tsx@4.20.5) + why-is-node-running: 2.3.0 + optionalDependencies: + '@types/node': 26.0.0 + transitivePeerDependencies: + - msw + + which@2.0.2: + dependencies: + isexe: 2.0.0 + + why-is-node-running@2.3.0: + dependencies: + siginfo: 2.0.0 + stackback: 0.0.2 + + word-wrap@1.2.5: {} + + yocto-queue@0.1.0: {} diff --git a/node/opendataloader-pdf/scripts/setup.cjs b/node/opendataloader-pdf/scripts/setup.cjs new file mode 100644 index 0000000..4d3e8fa --- /dev/null +++ b/node/opendataloader-pdf/scripts/setup.cjs @@ -0,0 +1,62 @@ +const fs = require('fs'); +const path = require('path'); +const { globSync } = require('glob'); + +const rootDir = path.resolve(__dirname, '..'); +const javaDir = path.resolve(rootDir, '../../java'); +const sourceJarGlob = path + .join(javaDir, 'opendataloader-pdf-cli/target/opendataloader-pdf-cli-*.jar') + .replace(/\\/g, '/'); + +console.log(`Searching for JAR file in: ${sourceJarGlob}`); + +const sourceJarPaths = globSync(sourceJarGlob); +if (sourceJarPaths.length === 0) { + console.error( + "Could not find the JAR file. Please run 'mvn package' in the 'java/' directory first.", + ); + process.exit(1); +} +if (sourceJarPaths.length > 1) { + console.error(`Found multiple JAR files, expected one: ${sourceJarPaths}`); + process.exit(1); +} + +const sourceJarPath = sourceJarPaths[0]; +console.log(`Found source JAR: ${sourceJarPath}`); + +const destJarDir = path.join(rootDir, 'lib').replace(/\\/g, '/'); +if (!fs.existsSync(destJarDir)) { + fs.mkdirSync(destJarDir, { recursive: true }); +} +const destJarPath = path.join(destJarDir, 'opendataloader-pdf-cli.jar').replace(/\\/g, '/'); +console.log(`Copying JAR to ${destJarPath}`); +fs.copyFileSync(sourceJarPath, destJarPath); + +// Copy README.md, LICENSE, NOTICE, and THIRD_PARTY +const readmeSrc = path.resolve(rootDir, '../../README.md'); +const licenseSrc = path.resolve(rootDir, '../../LICENSE'); +const noticeSrc = path.resolve(rootDir, '../../NOTICE'); +const thirdPartySrc = path.resolve(rootDir, '../../THIRD_PARTY'); + +const readmeDest = path.join(rootDir, 'README.md').replace(/\\/g, '/'); +const licenseDest = path.join(rootDir, 'LICENSE').replace(/\\/g, '/'); +const noticeDest = path.join(rootDir, 'NOTICE').replace(/\\/g, '/'); +const thirdPartyDest = path.join(rootDir, 'THIRD_PARTY').replace(/\\/g, '/'); + +console.log(`Copying README.md to ${readmeDest}`); +fs.copyFileSync(readmeSrc, readmeDest); + +console.log(`Copying LICENSE to ${licenseDest}`); +fs.copyFileSync(licenseSrc, licenseDest); + +console.log(`Copying NOTICE to ${noticeDest}`); +fs.copyFileSync(noticeSrc, noticeDest); + +console.log(`Copying THIRD_PARTY directory to ${thirdPartyDest}`); +if (fs.existsSync(thirdPartyDest)) { + fs.rmSync(thirdPartyDest, { recursive: true, force: true }); +} +fs.cpSync(thirdPartySrc, thirdPartyDest, { recursive: true }); + +console.log('Package preparation complete.'); diff --git a/node/opendataloader-pdf/src/cli-options.generated.ts b/node/opendataloader-pdf/src/cli-options.generated.ts new file mode 100644 index 0000000..20581b1 --- /dev/null +++ b/node/opendataloader-pdf/src/cli-options.generated.ts @@ -0,0 +1,41 @@ +// AUTO-GENERATED FROM options.json - DO NOT EDIT DIRECTLY +// Run `npm run generate-options` to regenerate + +import { Command } from 'commander'; + +/** + * Register all CLI options on the given Commander program. + */ +export function registerCliOptions(program: Command): void { + program.option('-o, --output-dir ', 'Directory where output files are written. Default: input file directory'); + program.option('-p, --password ', 'Password for encrypted PDF files'); + program.option('-f, --format ', 'Output formats (comma-separated). Values: json, text, html, pdf, markdown, tagged-pdf. Default: json. For HTML inside Markdown use --markdown-with-html. For image extraction control use --image-output.'); + program.option('-q, --quiet', 'Suppress console logging output'); + program.option('--content-safety-off ', 'Disable content safety filters. Values: all, hidden-text, off-page, tiny, hidden-ocg'); + program.option('--sanitize', 'Enable sensitive data sanitization. Replaces emails, phone numbers, IPs, credit cards, and URLs with placeholders'); + program.option('--keep-line-breaks', 'Preserve original line breaks in extracted text'); + program.option('--replace-invalid-chars ', 'Replacement character for invalid/unrecognized characters. Default: space'); + program.option('--use-struct-tree', 'Use PDF structure tree (tagged PDF) for reading order and semantic structure. Output quality depends on tag quality'); + program.option('--table-method ', 'Table detection method. Values: default (border-based), cluster (border + cluster). Default: default'); + program.option('--reading-order ', 'Reading order algorithm. Values: off, xycut. Default: xycut'); + program.option('--markdown-page-separator ', 'Separator between pages in Markdown output. Use %page-number% for page numbers. Default: none'); + program.option('--markdown-with-html', 'Allow HTML tags inside Markdown output for complex structures such as multi-row-span tables. Implies --format markdown.'); + program.option('--text-page-separator ', 'Separator between pages in text output. Use %page-number% for page numbers. Default: none'); + program.option('--html-page-separator ', 'Separator between pages in HTML output. Use %page-number% for page numbers. Default: none'); + program.option('--image-output ', 'Image output mode. Values: off (no images), embedded (Base64 data URIs), external (file references). Default: external'); + program.option('--image-format ', 'Output format for extracted images. Values: png, jpeg. Default: png'); + program.option('--image-dir ', 'Directory for extracted images (applies only with --image-output external)'); + program.option('--pages ', 'Pages to extract (e.g., "1,3,5-7"). Default: all pages'); + program.option('--include-header-footer', 'Include page headers and footers in output'); + program.option('--detect-strikethrough', 'Detect strikethrough text and wrap with ~~ in Markdown output or tag in HTML output (experimental)'); + program.option('--hybrid ', 'Hybrid backend (requires a running server). Quick start: pip install "opendataloader-pdf[hybrid]" && opendataloader-pdf-hybrid --port 5002. For remote servers use --hybrid-url. Values: off (default), docling-fast, hancom-ai'); + program.option('--hybrid-mode ', 'Hybrid triage mode. Values: auto (default, dynamic triage), full (skip triage, all pages to backend)'); + program.option('--hybrid-url ', 'Hybrid backend server URL (overrides default)'); + program.option('--hybrid-timeout ', 'Hybrid backend request timeout in milliseconds (0 = no timeout). Default: 0'); + program.option('--hybrid-fallback', 'Opt in to Java fallback on hybrid backend error (default: disabled)'); + program.option('--hybrid-hancom-ai-regionlist-strategy ', 'DLA label 7 (regionlist) handling. Requires --hybrid=hancom-ai. Values: table-first (default; check TSR overlap), list-only (skip TSR, always treat as list)'); + program.option('--hybrid-hancom-ai-ocr-strategy ', 'OCR strategy. Requires --hybrid=hancom-ai. Values: off (stream-only), auto (default; stream first, OCR fallback), force (OCR-only)'); + program.option('--hybrid-hancom-ai-image-cache ', 'Page image cache backing. Requires --hybrid=hancom-ai. Values: memory (default), disk'); + program.option('--to-stdout', 'Write output to stdout instead of file (single format only)'); + program.option('--threads ', 'Number of worker threads for per-page processing. Default: 1 (sequential, stable). Values >1 (experimental) run pages in parallel for faster throughput; output may vary slightly on some PDFs. Capped at the number of available CPU cores. Applies to the native Java pipeline only; ignored in --hybrid mode'); +} diff --git a/node/opendataloader-pdf/src/cli.ts b/node/opendataloader-pdf/src/cli.ts new file mode 100644 index 0000000..ddefef6 --- /dev/null +++ b/node/opendataloader-pdf/src/cli.ts @@ -0,0 +1,83 @@ +#!/usr/bin/env node +import { Command, CommanderError } from 'commander'; +import { _runForCli } from './index.js'; +import { CliOptions, buildConvertOptions } from './convert-options.generated.js'; +import { registerCliOptions } from './cli-options.generated.js'; + +function createProgram(): Command { + const program = new Command(); + + program + .name('opendataloader-pdf') + .usage('[options] ') + .description('Convert PDFs using the OpenDataLoader CLI.') + .showHelpAfterError("Use '--help' to see available options.") + .showSuggestionAfterError(false) + .argument('', 'Input files or directories to convert'); + + // Register CLI options from auto-generated file + registerCliOptions(program); + + program.configureOutput({ + writeErr: (str) => { + console.error(str.trimEnd()); + }, + outputError: (str, write) => { + write(str); + }, + }); + + return program; +} + +async function main(): Promise { + const program = createProgram(); + + program.exitOverride(); + + try { + program.parse(process.argv); + } catch (err) { + if (err instanceof CommanderError) { + if (err.code === 'commander.helpDisplayed') { + return 0; + } + return err.exitCode ?? 1; + } + + const message = err instanceof Error ? err.message : String(err); + console.error(message); + console.error("Use '--help' to see available options."); + return 1; + } + + const cliOptions = program.opts(); + const inputPaths = program.args; + const convertOptions = buildConvertOptions(cliOptions); + + try { + // _runForCli streams stdout/stderr to the parent process as they arrive; + // we deliberately do not re-print anything here. (Issue #398.) + await _runForCli(inputPaths, convertOptions); + return 0; + } catch (err) { + // Subprocess-exit errors are already on the user's terminal via the live + // stderr stream — re-printing would duplicate output and risk leaking + // anything sensitive Java logged (e.g. a --password value echoed by an + // underlying library). Wrapper-side failures (JAR not found, java not in + // PATH, bad input path) still need to be surfaced. + const isJavaExit = + err instanceof Error && (err as Error & { isJavaExit?: boolean }).isJavaExit === true; + if (!isJavaExit) { + const message = err instanceof Error ? err.message : String(err); + console.error(message); + } + return 1; + } +} + +main().then((code) => { + if (code !== 0) { + process.exit(code); + } +}); diff --git a/node/opendataloader-pdf/src/convert-options.generated.ts b/node/opendataloader-pdf/src/convert-options.generated.ts new file mode 100644 index 0000000..d15d56c --- /dev/null +++ b/node/opendataloader-pdf/src/convert-options.generated.ts @@ -0,0 +1,325 @@ +// AUTO-GENERATED FROM options.json - DO NOT EDIT DIRECTLY +// Run `npm run generate-options` to regenerate + +/** + * Options for the convert function. + */ +export interface ConvertOptions { + /** Directory where output files are written. Default: input file directory */ + outputDir?: string; + /** Password for encrypted PDF files */ + password?: string; + /** Output formats (comma-separated). Values: json, text, html, pdf, markdown, tagged-pdf. Default: json. For HTML inside Markdown use --markdown-with-html. For image extraction control use --image-output. */ + format?: string | string[]; + /** Suppress console logging output */ + quiet?: boolean; + /** Disable content safety filters. Values: all, hidden-text, off-page, tiny, hidden-ocg */ + contentSafetyOff?: string | string[]; + /** Enable sensitive data sanitization. Replaces emails, phone numbers, IPs, credit cards, and URLs with placeholders */ + sanitize?: boolean; + /** Preserve original line breaks in extracted text */ + keepLineBreaks?: boolean; + /** Replacement character for invalid/unrecognized characters. Default: space */ + replaceInvalidChars?: string; + /** Use PDF structure tree (tagged PDF) for reading order and semantic structure. Output quality depends on tag quality */ + useStructTree?: boolean; + /** Table detection method. Values: default (border-based), cluster (border + cluster). Default: default */ + tableMethod?: string; + /** Reading order algorithm. Values: off, xycut. Default: xycut */ + readingOrder?: string; + /** Separator between pages in Markdown output. Use %page-number% for page numbers. Default: none */ + markdownPageSeparator?: string; + /** Allow HTML tags inside Markdown output for complex structures such as multi-row-span tables. Implies --format markdown. */ + markdownWithHtml?: boolean; + /** Separator between pages in text output. Use %page-number% for page numbers. Default: none */ + textPageSeparator?: string; + /** Separator between pages in HTML output. Use %page-number% for page numbers. Default: none */ + htmlPageSeparator?: string; + /** Image output mode. Values: off (no images), embedded (Base64 data URIs), external (file references). Default: external */ + imageOutput?: string; + /** Output format for extracted images. Values: png, jpeg. Default: png */ + imageFormat?: string; + /** Directory for extracted images (applies only with --image-output external) */ + imageDir?: string; + /** Pages to extract (e.g., "1,3,5-7"). Default: all pages */ + pages?: string; + /** Include page headers and footers in output */ + includeHeaderFooter?: boolean; + /** Detect strikethrough text and wrap with ~~ in Markdown output or tag in HTML output (experimental) */ + detectStrikethrough?: boolean; + /** Hybrid backend (requires a running server). Quick start: pip install "opendataloader-pdf[hybrid]" && opendataloader-pdf-hybrid --port 5002. For remote servers use --hybrid-url. Values: off (default), docling-fast, hancom-ai */ + hybrid?: string; + /** Hybrid triage mode. Values: auto (default, dynamic triage), full (skip triage, all pages to backend) */ + hybridMode?: string; + /** Hybrid backend server URL (overrides default) */ + hybridUrl?: string; + /** Hybrid backend request timeout in milliseconds (0 = no timeout). Default: 0 */ + hybridTimeout?: string; + /** Opt in to Java fallback on hybrid backend error (default: disabled) */ + hybridFallback?: boolean; + /** DLA label 7 (regionlist) handling. Requires --hybrid=hancom-ai. Values: table-first (default; check TSR overlap), list-only (skip TSR, always treat as list) */ + hybridHancomAiRegionlistStrategy?: string; + /** OCR strategy. Requires --hybrid=hancom-ai. Values: off (stream-only), auto (default; stream first, OCR fallback), force (OCR-only) */ + hybridHancomAiOcrStrategy?: string; + /** Page image cache backing. Requires --hybrid=hancom-ai. Values: memory (default), disk */ + hybridHancomAiImageCache?: string; + /** Write output to stdout instead of file (single format only) */ + toStdout?: boolean; + /** Number of worker threads for per-page processing. Default: 1 (sequential, stable). Values >1 (experimental) run pages in parallel for faster throughput; output may vary slightly on some PDFs. Capped at the number of available CPU cores. Applies to the native Java pipeline only; ignored in --hybrid mode */ + threads?: string; +} + +/** + * Options as parsed from CLI (all values are strings from commander). + */ +export interface CliOptions { + outputDir?: string; + password?: string; + format?: string; + quiet?: boolean; + contentSafetyOff?: string; + sanitize?: boolean; + keepLineBreaks?: boolean; + replaceInvalidChars?: string; + useStructTree?: boolean; + tableMethod?: string; + readingOrder?: string; + markdownPageSeparator?: string; + markdownWithHtml?: boolean; + textPageSeparator?: string; + htmlPageSeparator?: string; + imageOutput?: string; + imageFormat?: string; + imageDir?: string; + pages?: string; + includeHeaderFooter?: boolean; + detectStrikethrough?: boolean; + hybrid?: string; + hybridMode?: string; + hybridUrl?: string; + hybridTimeout?: string; + hybridFallback?: boolean; + hybridHancomAiRegionlistStrategy?: string; + hybridHancomAiOcrStrategy?: string; + hybridHancomAiImageCache?: string; + toStdout?: boolean; + threads?: string; +} + +/** + * Convert CLI options to ConvertOptions. + */ +export function buildConvertOptions(cliOptions: CliOptions): ConvertOptions { + const convertOptions: ConvertOptions = {}; + + if (cliOptions.outputDir) { + convertOptions.outputDir = cliOptions.outputDir; + } + if (cliOptions.password) { + convertOptions.password = cliOptions.password; + } + if (cliOptions.format) { + convertOptions.format = cliOptions.format; + } + if (cliOptions.quiet) { + convertOptions.quiet = true; + } + if (cliOptions.contentSafetyOff) { + convertOptions.contentSafetyOff = cliOptions.contentSafetyOff; + } + if (cliOptions.sanitize) { + convertOptions.sanitize = true; + } + if (cliOptions.keepLineBreaks) { + convertOptions.keepLineBreaks = true; + } + if (cliOptions.replaceInvalidChars) { + convertOptions.replaceInvalidChars = cliOptions.replaceInvalidChars; + } + if (cliOptions.useStructTree) { + convertOptions.useStructTree = true; + } + if (cliOptions.tableMethod) { + convertOptions.tableMethod = cliOptions.tableMethod; + } + if (cliOptions.readingOrder) { + convertOptions.readingOrder = cliOptions.readingOrder; + } + if (cliOptions.markdownPageSeparator) { + convertOptions.markdownPageSeparator = cliOptions.markdownPageSeparator; + } + if (cliOptions.markdownWithHtml) { + convertOptions.markdownWithHtml = true; + } + if (cliOptions.textPageSeparator) { + convertOptions.textPageSeparator = cliOptions.textPageSeparator; + } + if (cliOptions.htmlPageSeparator) { + convertOptions.htmlPageSeparator = cliOptions.htmlPageSeparator; + } + if (cliOptions.imageOutput) { + convertOptions.imageOutput = cliOptions.imageOutput; + } + if (cliOptions.imageFormat) { + convertOptions.imageFormat = cliOptions.imageFormat; + } + if (cliOptions.imageDir) { + convertOptions.imageDir = cliOptions.imageDir; + } + if (cliOptions.pages) { + convertOptions.pages = cliOptions.pages; + } + if (cliOptions.includeHeaderFooter) { + convertOptions.includeHeaderFooter = true; + } + if (cliOptions.detectStrikethrough) { + convertOptions.detectStrikethrough = true; + } + if (cliOptions.hybrid) { + convertOptions.hybrid = cliOptions.hybrid; + } + if (cliOptions.hybridMode) { + convertOptions.hybridMode = cliOptions.hybridMode; + } + if (cliOptions.hybridUrl) { + convertOptions.hybridUrl = cliOptions.hybridUrl; + } + if (cliOptions.hybridTimeout) { + convertOptions.hybridTimeout = cliOptions.hybridTimeout; + } + if (cliOptions.hybridFallback) { + convertOptions.hybridFallback = true; + } + if (cliOptions.hybridHancomAiRegionlistStrategy) { + convertOptions.hybridHancomAiRegionlistStrategy = cliOptions.hybridHancomAiRegionlistStrategy; + } + if (cliOptions.hybridHancomAiOcrStrategy) { + convertOptions.hybridHancomAiOcrStrategy = cliOptions.hybridHancomAiOcrStrategy; + } + if (cliOptions.hybridHancomAiImageCache) { + convertOptions.hybridHancomAiImageCache = cliOptions.hybridHancomAiImageCache; + } + if (cliOptions.toStdout) { + convertOptions.toStdout = true; + } + if (cliOptions.threads) { + convertOptions.threads = cliOptions.threads; + } + + return convertOptions; +} + +/** + * Build CLI arguments array from ConvertOptions. + */ +export function buildArgs(options: ConvertOptions): string[] { + const args: string[] = []; + + if (options.outputDir) { + args.push('--output-dir', options.outputDir); + } + if (options.password) { + args.push('--password', options.password); + } + if (options.format) { + if (Array.isArray(options.format)) { + if (options.format.length > 0) { + args.push('--format', options.format.join(',')); + } + } else { + args.push('--format', options.format); + } + } + if (options.quiet) { + args.push('--quiet'); + } + if (options.contentSafetyOff) { + if (Array.isArray(options.contentSafetyOff)) { + if (options.contentSafetyOff.length > 0) { + args.push('--content-safety-off', options.contentSafetyOff.join(',')); + } + } else { + args.push('--content-safety-off', options.contentSafetyOff); + } + } + if (options.sanitize) { + args.push('--sanitize'); + } + if (options.keepLineBreaks) { + args.push('--keep-line-breaks'); + } + if (options.replaceInvalidChars) { + args.push('--replace-invalid-chars', options.replaceInvalidChars); + } + if (options.useStructTree) { + args.push('--use-struct-tree'); + } + if (options.tableMethod) { + args.push('--table-method', options.tableMethod); + } + if (options.readingOrder) { + args.push('--reading-order', options.readingOrder); + } + if (options.markdownPageSeparator) { + args.push('--markdown-page-separator', options.markdownPageSeparator); + } + if (options.markdownWithHtml) { + args.push('--markdown-with-html'); + } + if (options.textPageSeparator) { + args.push('--text-page-separator', options.textPageSeparator); + } + if (options.htmlPageSeparator) { + args.push('--html-page-separator', options.htmlPageSeparator); + } + if (options.imageOutput) { + args.push('--image-output', options.imageOutput); + } + if (options.imageFormat) { + args.push('--image-format', options.imageFormat); + } + if (options.imageDir) { + args.push('--image-dir', options.imageDir); + } + if (options.pages) { + args.push('--pages', options.pages); + } + if (options.includeHeaderFooter) { + args.push('--include-header-footer'); + } + if (options.detectStrikethrough) { + args.push('--detect-strikethrough'); + } + if (options.hybrid) { + args.push('--hybrid', options.hybrid); + } + if (options.hybridMode) { + args.push('--hybrid-mode', options.hybridMode); + } + if (options.hybridUrl) { + args.push('--hybrid-url', options.hybridUrl); + } + if (options.hybridTimeout) { + args.push('--hybrid-timeout', options.hybridTimeout); + } + if (options.hybridFallback) { + args.push('--hybrid-fallback'); + } + if (options.hybridHancomAiRegionlistStrategy) { + args.push('--hybrid-hancom-ai-regionlist-strategy', options.hybridHancomAiRegionlistStrategy); + } + if (options.hybridHancomAiOcrStrategy) { + args.push('--hybrid-hancom-ai-ocr-strategy', options.hybridHancomAiOcrStrategy); + } + if (options.hybridHancomAiImageCache) { + args.push('--hybrid-hancom-ai-image-cache', options.hybridHancomAiImageCache); + } + if (options.toStdout) { + args.push('--to-stdout'); + } + if (options.threads) { + args.push('--threads', options.threads); + } + + return args; +} diff --git a/node/opendataloader-pdf/src/index.ts b/node/opendataloader-pdf/src/index.ts new file mode 100644 index 0000000..25f39d2 --- /dev/null +++ b/node/opendataloader-pdf/src/index.ts @@ -0,0 +1,246 @@ +import { spawn } from 'child_process'; +import * as path from 'path'; +import * as fs from 'fs'; +import { StringDecoder } from 'string_decoder'; +import { fileURLToPath } from 'url'; + +// Re-export types and utilities from auto-generated file +export type { ConvertOptions } from './convert-options.generated.js'; +export { buildArgs } from './convert-options.generated.js'; +import type { ConvertOptions } from './convert-options.generated.js'; +import { buildArgs } from './convert-options.generated.js'; + +const __filename = fileURLToPath(import.meta.url); +const __dirname = path.dirname(__filename); + +const JAR_NAME = 'opendataloader-pdf-cli.jar'; + +interface JarExecutionOptions { + /** + * When true, forwards Java's stdout and stderr chunks to the parent + * process in real time as well as accumulating them. Used by the bundled + * CLI so long-running conversions show progress as it happens. + */ + streamOutput?: boolean; +} + +function executeJar(args: string[], executionOptions: JarExecutionOptions = {}): Promise { + const { streamOutput = false } = executionOptions; + + return new Promise((resolve, reject) => { + const jarPath = path.join(__dirname, '..', 'lib', JAR_NAME); + + if (!fs.existsSync(jarPath)) { + return reject( + new Error(`JAR file not found at ${jarPath}. Please run the build script first.`), + ); + } + + const command = 'java'; + // Force headless AWT so macOS doesn't surface a Dock icon (and steal focus) + // every time the JVM touches ImageIO/PDFBox rendering. Safe on all OSes — + // the CLI never opens a UI window, only manipulates BufferedImages. + const commandArgs = [ + '-Djava.awt.headless=true', + '-Dapple.awt.UIElement=true', + '-jar', + jarPath, + ...args, + ]; + + const javaProcess = spawn(command, commandArgs); + + let stdout = ''; + let stderr = ''; + // StringDecoder buffers incomplete multi-byte UTF-8 sequences across + // chunk boundaries — Buffer.toString() alone would emit replacement + // characters when, e.g., a 3-byte Korean codepoint splits across two + // 'data' events. One decoder per stream so they don't share state. + const stdoutDecoder = new StringDecoder('utf8'); + const stderrDecoder = new StringDecoder('utf8'); + + javaProcess.stdout.on('data', (data: Buffer) => { + const chunk = stdoutDecoder.write(data); + if (chunk.length === 0) return; + if (streamOutput) { + // Stream-only: don't also accumulate, or a multi-hour conversion + // would buffer its entire (potentially gigabyte) stdout in memory + // for no consumer. + process.stdout.write(chunk); + } else { + stdout += chunk; + } + }); + + javaProcess.stderr.on('data', (data: Buffer) => { + const chunk = stderrDecoder.write(data); + if (chunk.length === 0) return; + if (streamOutput) { + process.stderr.write(chunk); + } + // stderr is always accumulated (progress logs are small and we need + // them for error messages on non-zero exit). + stderr += chunk; + }); + + javaProcess.on('close', (code) => { + // Flush any trailing bytes the decoder is still holding (always emit + // them — if we drop them on error paths, error messages with non-ASCII + // characters lose their tail). + const stdoutTail = stdoutDecoder.end(); + const stderrTail = stderrDecoder.end(); + if (stdoutTail.length > 0) { + if (streamOutput) { + process.stdout.write(stdoutTail); + } else { + stdout += stdoutTail; + } + } + if (stderrTail.length > 0) { + if (streamOutput) process.stderr.write(stderrTail); + stderr += stderrTail; + } + + if (code === 0) { + resolve(stdout); + } else { + const errorOutput = stderr || stdout; + const error = new Error( + `The opendataloader-pdf CLI exited with code ${code}.\n\n${errorOutput}`, + ); + // Tag so the CLI can suppress re-printing this message — Java's + // stderr was already streamed live to the parent in CLI mode, and + // re-printing risks leaking anything sensitive Java logged + // (e.g. a --password value echoed by an underlying library). + (error as Error & { isJavaExit?: boolean }).isJavaExit = true; + reject(error); + } + }); + + javaProcess.on('error', (err: Error) => { + if (err.message.includes('ENOENT')) { + reject( + new Error( + "'java' command not found. Please ensure Java is installed and in your system's PATH.", + ), + ); + } else { + reject(err); + } + }); + }); +} + +function buildJarArgs( + inputPaths: string | string[], + options: ConvertOptions, +): string[] | Error { + const inputList = Array.isArray(inputPaths) ? inputPaths : [inputPaths]; + if (inputList.length === 0) { + return new Error('At least one input path must be provided.'); + } + + for (const input of inputList) { + if (!fs.existsSync(input)) { + return new Error(`Input file or folder not found: ${input}`); + } + } + + return [...inputList, ...buildArgs(options)]; +} + +export function convert( + inputPaths: string | string[], + options: ConvertOptions = {}, +): Promise { + const argsOrError = buildJarArgs(inputPaths, options); + if (argsOrError instanceof Error) { + return Promise.reject(argsOrError); + } + // Library API: never streams to the parent process. Returns the full stdout + // string so callers can do `const out = await convert(...)` without surprise + // side-effects on process.stdout / process.stderr. + return executeJar(argsOrError, { streamOutput: false }); +} + +/** + * Internal entry point used by the bundled CLI. Streams Java's stdout and + * stderr to the parent process in real time (so long-running conversions like + * hybrid mode show progress as it happens) and resolves without a stdout + * payload — preventing the caller from re-printing what was already streamed. + * + * Not part of the public API: do not import this from application code. Use + * {@link convert} instead. + * + * @internal + */ +export async function _runForCli( + inputPaths: string | string[], + options: ConvertOptions = {}, +): Promise { + const argsOrError = buildJarArgs(inputPaths, options); + if (argsOrError instanceof Error) { + throw argsOrError; + } + await executeJar(argsOrError, { streamOutput: true }); +} + +/** + * @deprecated Use `convert()` and `ConvertOptions` instead. This function will be removed in a future version. + */ +export interface RunOptions { + outputFolder?: string; + password?: string; + replaceInvalidChars?: string; + generateMarkdown?: boolean; + generateHtml?: boolean; + generateAnnotatedPdf?: boolean; + keepLineBreaks?: boolean; + contentSafetyOff?: string; + htmlInMarkdown?: boolean; + addImageToMarkdown?: boolean; + noJson?: boolean; + debug?: boolean; + useStructTree?: boolean; +} + +/** + * @deprecated Use `convert()` instead. This function will be removed in a future version. + */ +export function run(inputPath: string, options: RunOptions = {}): Promise { + console.warn( + 'Warning: run() is deprecated and will be removed in a future version. Use convert() instead.', + ); + + // Build format array based on legacy boolean options + const formats: string[] = []; + if (!options.noJson) { + formats.push('json'); + } + if (options.generateMarkdown) { + if (options.addImageToMarkdown) { + formats.push('markdown-with-images'); + } else if (options.htmlInMarkdown) { + formats.push('markdown-with-html'); + } else { + formats.push('markdown'); + } + } + if (options.generateHtml) { + formats.push('html'); + } + if (options.generateAnnotatedPdf) { + formats.push('pdf'); + } + + return convert(inputPath, { + outputDir: options.outputFolder, + password: options.password, + replaceInvalidChars: options.replaceInvalidChars, + keepLineBreaks: options.keepLineBreaks, + contentSafetyOff: options.contentSafetyOff, + useStructTree: options.useStructTree, + format: formats.length > 0 ? formats : undefined, + quiet: !options.debug, + }); +} diff --git a/node/opendataloader-pdf/test/convert-options.test.ts b/node/opendataloader-pdf/test/convert-options.test.ts new file mode 100644 index 0000000..16306cc --- /dev/null +++ b/node/opendataloader-pdf/test/convert-options.test.ts @@ -0,0 +1,227 @@ +/** + * Unit tests for auto-generated convert-options functions + */ + +import { describe, it, expect } from 'vitest'; +import { + buildArgs, + buildConvertOptions, + ConvertOptions, + CliOptions, +} from '../src/convert-options.generated'; + +describe('buildArgs()', () => { + it('should return empty array for empty options', () => { + const args = buildArgs({}); + expect(args).toEqual([]); + }); + + it('should handle string options', () => { + const args = buildArgs({ + outputDir: '/output', + password: 'secret', + readingOrder: 'xycut', + }); + expect(args).toEqual([ + '--output-dir', '/output', + '--password', 'secret', + '--reading-order', 'xycut', + ]); + }); + + it('should handle boolean options', () => { + const args = buildArgs({ + quiet: true, + keepLineBreaks: true, + }); + expect(args).toEqual([ + '--quiet', + '--keep-line-breaks', + ]); + }); + + it('should handle sanitize boolean', () => { + const options: ConvertOptions = { sanitize: true }; + const args = buildArgs(options); + expect(args).toEqual(['--sanitize']); + }); + + it('should not include sanitize when false', () => { + const options: ConvertOptions = { sanitize: false }; + const args = buildArgs(options); + expect(args).toEqual([]); + }); + + it('should handle list options with string value', () => { + const args = buildArgs({ + format: 'json,markdown', + contentSafetyOff: 'all', + }); + expect(args).toEqual([ + '--format', 'json,markdown', + '--content-safety-off', 'all', + ]); + }); + + it('should handle list options with array value', () => { + const args = buildArgs({ + format: ['json', 'markdown', 'html'], + contentSafetyOff: ['hidden-text', 'off-page'], + }); + expect(args).toEqual([ + '--format', 'json,markdown,html', + '--content-safety-off', 'hidden-text,off-page', + ]); + }); + + it('should handle all options together', () => { + const options: ConvertOptions = { + outputDir: '/output', + password: 'secret', + format: ['json', 'markdown'], + quiet: true, + contentSafetyOff: 'all', + keepLineBreaks: true, + replaceInvalidChars: '_', + useStructTree: true, + tableMethod: 'cluster', + readingOrder: 'xycut', + markdownPageSeparator: '---', + textPageSeparator: '\\n\\n', + htmlPageSeparator: '
    ', + imageOutput: 'external', + imageFormat: 'jpeg', + sanitize: true, + }; + + const args = buildArgs(options); + + expect(args).toContain('--output-dir'); + expect(args).toContain('/output'); + expect(args).toContain('--password'); + expect(args).toContain('secret'); + expect(args).toContain('--format'); + expect(args).toContain('json,markdown'); + expect(args).toContain('--quiet'); + expect(args).toContain('--content-safety-off'); + expect(args).toContain('all'); + expect(args).toContain('--keep-line-breaks'); + expect(args).toContain('--replace-invalid-chars'); + expect(args).toContain('_'); + expect(args).toContain('--use-struct-tree'); + expect(args).toContain('--table-method'); + expect(args).toContain('cluster'); + expect(args).toContain('--reading-order'); + expect(args).toContain('xycut'); + expect(args).toContain('--markdown-page-separator'); + expect(args).toContain('---'); + expect(args).toContain('--image-output'); + expect(args).toContain('external'); + expect(args).toContain('--image-format'); + expect(args).toContain('jpeg'); + expect(args).toContain('--sanitize'); + }); + + it('should not include undefined options', () => { + const args = buildArgs({ + outputDir: '/output', + quiet: false, + keepLineBreaks: false, + }); + expect(args).toEqual(['--output-dir', '/output']); + }); + + it('should skip empty arrays for list options', () => { + const args = buildArgs({ + format: [], + contentSafetyOff: [], + outputDir: '/output', + }); + expect(args).toEqual(['--output-dir', '/output']); + }); +}); + +describe('buildConvertOptions()', () => { + it('should return empty object for empty CLI options', () => { + const result = buildConvertOptions({}); + expect(result).toEqual({}); + }); + + it('should convert string options', () => { + const cliOptions: CliOptions = { + outputDir: '/output', + password: 'secret', + readingOrder: 'xycut', + imageFormat: 'png', + }; + const result = buildConvertOptions(cliOptions); + expect(result).toEqual({ + outputDir: '/output', + password: 'secret', + readingOrder: 'xycut', + imageFormat: 'png', + }); + }); + + it('should convert boolean options', () => { + const cliOptions: CliOptions = { + quiet: true, + keepLineBreaks: true, + useStructTree: true, + }; + const result = buildConvertOptions(cliOptions); + expect(result).toEqual({ + quiet: true, + keepLineBreaks: true, + useStructTree: true, + }); + }); + + it('should not include false boolean options', () => { + const cliOptions: CliOptions = { + outputDir: '/output', + quiet: false, + keepLineBreaks: false, + }; + const result = buildConvertOptions(cliOptions); + expect(result).toEqual({ + outputDir: '/output', + }); + }); + + it('should pass through all provided options', () => { + const cliOptions: CliOptions = { + outputDir: '/output', + password: 'secret', + format: 'json,markdown', + quiet: true, + contentSafetyOff: 'all', + keepLineBreaks: true, + replaceInvalidChars: '_', + useStructTree: true, + tableMethod: 'cluster', + readingOrder: 'xycut', + markdownPageSeparator: '---', + textPageSeparator: '\\n', + htmlPageSeparator: '
    ', + imageOutput: 'external', + imageFormat: 'jpeg', + }; + const result = buildConvertOptions(cliOptions); + expect(result.outputDir).toBe('/output'); + expect(result.password).toBe('secret'); + expect(result.format).toBe('json,markdown'); + expect(result.quiet).toBe(true); + expect(result.contentSafetyOff).toBe('all'); + expect(result.keepLineBreaks).toBe(true); + expect(result.replaceInvalidChars).toBe('_'); + expect(result.useStructTree).toBe(true); + expect(result.tableMethod).toBe('cluster'); + expect(result.readingOrder).toBe('xycut'); + expect(result.markdownPageSeparator).toBe('---'); + expect(result.textPageSeparator).toBe('\\n'); + expect(result.htmlPageSeparator).toBe('
    '); + expect(result.imageOutput).toBe('external'); + expect(result.imageFormat).toBe('jpeg'); + }); +}); diff --git a/node/opendataloader-pdf/test/convert.integration.test.ts b/node/opendataloader-pdf/test/convert.integration.test.ts new file mode 100644 index 0000000..c307045 --- /dev/null +++ b/node/opendataloader-pdf/test/convert.integration.test.ts @@ -0,0 +1,43 @@ +/** + * Integration tests that actually run the JAR (slow) + */ + +import { describe, it, expect, beforeAll, afterAll } from 'vitest'; +import { convert } from '../src/index'; +import * as path from 'path'; +import * as fs from 'fs'; +import { fileURLToPath } from 'url'; + +const __filename = fileURLToPath(import.meta.url); +const __dirname = path.dirname(__filename); + +const rootDir = path.resolve(__dirname, '..', '..', '..'); +const inputPdf = path.join(rootDir, 'samples', 'pdf', '1901.03003.pdf'); +const tempDir = path.join(__dirname, 'temp', 'convert'); + +describe('convert() integration', () => { + beforeAll(() => { + if (fs.existsSync(tempDir)) { + fs.rmSync(tempDir, { recursive: true, force: true }); + } + fs.mkdirSync(tempDir, { recursive: true }); + }); + + afterAll(() => { + if (fs.existsSync(tempDir)) { + fs.rmSync(tempDir, { recursive: true, force: true }); + } + }); + + it('should generate output file', async () => { + await convert(inputPdf, { + outputDir: tempDir, + format: 'json', + quiet: true, + }); + + const outputFile = path.join(tempDir, '1901.03003.json'); + expect(fs.existsSync(outputFile)).toBe(true); + expect(fs.statSync(outputFile).size).toBeGreaterThan(0); + }, 30000); +}); diff --git a/node/opendataloader-pdf/test/executeJar.unit.test.ts b/node/opendataloader-pdf/test/executeJar.unit.test.ts new file mode 100644 index 0000000..1f43b19 --- /dev/null +++ b/node/opendataloader-pdf/test/executeJar.unit.test.ts @@ -0,0 +1,288 @@ +/** + * Unit tests for the JAR execution layer's stdout/stderr handling. + * + * These tests use a fake child process (no real Java) so we can deterministically + * assert the streaming/buffering contract: + * - convert() — library API: never writes to process.stdout, returns full stdout + * - _runForCli() — CLI helper: streams stdout/stderr to the parent in real time, + * does not return the stdout payload (the caller must not re-print it) + * + * Issue #398 reproducer: a long-running conversion (think hybrid mode, 1h+) must + * surface progress via stderr without the CLI double-printing the result on close. + */ + +import { describe, it, expect, beforeEach, afterEach, vi } from 'vitest'; +import { EventEmitter } from 'events'; + +// Mock child_process so we control spawn() entirely (no real Java process). +vi.mock('child_process', () => ({ + spawn: vi.fn(), +})); + +// Mock fs so JAR-file-exists and input-file-exists checks always pass. +vi.mock('fs', () => ({ + existsSync: vi.fn().mockReturnValue(true), +})); + +import { spawn } from 'child_process'; +import { convert, _runForCli } from '../src/index'; + +class FakeProcess extends EventEmitter { + stdout = new EventEmitter() as EventEmitter & { pipe?: unknown }; + stderr = new EventEmitter() as EventEmitter & { pipe?: unknown }; +} + +function makeFakeSpawn(): { + proc: FakeProcess; + spawnMock: ReturnType; +} { + const proc = new FakeProcess(); + const spawnMock = spawn as unknown as ReturnType; + spawnMock.mockReturnValue(proc as unknown as ReturnType); + return { proc, spawnMock }; +} + +/** Yield to the microtask queue so Promise callbacks fire. */ +const tick = () => new Promise((r) => setImmediate(r)); + +describe('executeJar — library API (convert)', () => { + let stdoutSpy: ReturnType; + let stderrSpy: ReturnType; + + beforeEach(() => { + stdoutSpy = vi.spyOn(process.stdout, 'write').mockImplementation(() => true); + stderrSpy = vi.spyOn(process.stderr, 'write').mockImplementation(() => true); + }); + + afterEach(() => { + stdoutSpy.mockRestore(); + stderrSpy.mockRestore(); + vi.clearAllMocks(); + }); + + it('returns the full stdout string on success', async () => { + const { proc } = makeFakeSpawn(); + const promise = convert('input.pdf', { quiet: true }); + + proc.stdout.emit('data', Buffer.from('Lorem ')); + proc.stdout.emit('data', Buffer.from('ipsum dolor')); + proc.emit('close', 0); + + await expect(promise).resolves.toBe('Lorem ipsum dolor'); + }); + + it('does not write to process.stdout (no streaming side-effect)', async () => { + const { proc } = makeFakeSpawn(); + const promise = convert('input.pdf', { quiet: true }); + + proc.stdout.emit('data', Buffer.from('result text')); + proc.emit('close', 0); + + await promise; + + expect(stdoutSpy).not.toHaveBeenCalled(); + }); + + it('does not write to process.stderr (no streaming side-effect)', async () => { + // Library callers should not have stderr leaked into their parent process. + // Java's --quiet silences stderr at the source for typical library use, + // but the contract holds even if Java emits to stderr. + const { proc } = makeFakeSpawn(); + const promise = convert('input.pdf', { quiet: true }); + + proc.stderr.emit('data', Buffer.from('정보: progress')); + proc.stdout.emit('data', Buffer.from('result')); + proc.emit('close', 0); + + await promise; + + expect(stderrSpy).not.toHaveBeenCalled(); + }); + + it('rejects with stderr in the error message on non-zero exit', async () => { + const { proc } = makeFakeSpawn(); + const promise = convert('input.pdf', { quiet: true }); + + proc.stderr.emit('data', Buffer.from('Java stack trace')); + proc.emit('close', 1); + + await expect(promise).rejects.toThrow(/exited with code 1/); + await expect(promise).rejects.toThrow(/Java stack trace/); + }); + + it('tags the rejection with isJavaExit so the CLI can suppress re-printing', async () => { + // The CLI relies on this tag to avoid duplicating stderr that was already + // streamed live (and to avoid re-surfacing anything sensitive Java logged). + // Library callers can ignore the tag — message and behavior are unchanged. + const { proc } = makeFakeSpawn(); + const promise = convert('input.pdf', { quiet: true }); + + proc.stderr.emit('data', Buffer.from('Bad password: hunter2')); + proc.emit('close', 1); + + await expect(promise).rejects.toMatchObject({ isJavaExit: true }); + }); + + it('reassembles multi-byte UTF-8 codepoints split across chunks', async () => { + // Java's progress logs are localized; '정' = 0xEC 0xA0 0x95 (3 bytes). + // If the OS hands us this codepoint split across two 'data' events, a + // naive Buffer.toString() emits two replacement characters. Streaming + // is meant to be byte-faithful to what Java printed, so we must + // reassemble across the boundary. + const { proc } = makeFakeSpawn(); + const promise = convert('input.pdf', { quiet: true }); + + proc.stdout.emit('data', Buffer.from([0xEC, 0xA0])); // first 2 bytes of '정' + proc.stdout.emit('data', Buffer.from([0x95])); // last byte of '정' + proc.stdout.emit('data', Buffer.from('보', 'utf8')); // a clean codepoint + proc.emit('close', 0); + + await expect(promise).resolves.toBe('정보'); + }); +}); + +describe('executeJar — CLI helper (_runForCli)', () => { + let stdoutSpy: ReturnType; + let stderrSpy: ReturnType; + + beforeEach(() => { + stdoutSpy = vi.spyOn(process.stdout, 'write').mockImplementation(() => true); + stderrSpy = vi.spyOn(process.stderr, 'write').mockImplementation(() => true); + }); + + afterEach(() => { + stdoutSpy.mockRestore(); + stderrSpy.mockRestore(); + vi.clearAllMocks(); + }); + + it('streams stdout chunks to process.stdout in real time', async () => { + // The defining requirement for hybrid-mode-style long runs: the user must + // see output as it arrives, not buffered until the process closes. + const { proc } = makeFakeSpawn(); + const promise = _runForCli(['input.pdf']); + + proc.stdout.emit('data', Buffer.from('chunk1')); + await tick(); + expect(stdoutSpy).toHaveBeenCalledWith('chunk1'); + expect(stdoutSpy).toHaveBeenCalledTimes(1); + + proc.stdout.emit('data', Buffer.from('chunk2')); + await tick(); + expect(stdoutSpy).toHaveBeenCalledTimes(2); + + proc.emit('close', 0); + await promise; + + // Critical: process.stdout was called exactly twice — once per chunk. + // No extra "final flush" call. That's how we avoid the #398 double-write. + expect(stdoutSpy).toHaveBeenCalledTimes(2); + }); + + it('streams stderr chunks to process.stderr in real time', async () => { + const { proc } = makeFakeSpawn(); + const promise = _runForCli(['input.pdf']); + + proc.stderr.emit('data', Buffer.from('정보: Number of pages: 14\n')); + await tick(); + expect(stderrSpy).toHaveBeenCalledWith('정보: Number of pages: 14\n'); + + proc.stderr.emit('data', Buffer.from('정보: Processing 14 pages\n')); + await tick(); + expect(stderrSpy).toHaveBeenCalledTimes(2); + + proc.emit('close', 0); + await promise; + }); + + it('preserves true interleaving of stderr and stdout chunks as they arrive', async () => { + // Hybrid mode emits progress logs on stderr *throughout* the run, with + // result chunks landing on stdout in between. Both streams must reach the + // parent in arrival order without one buffering the other. + const { proc } = makeFakeSpawn(); + const promise = _runForCli(['input.pdf']); + + const calls: string[] = []; + stdoutSpy.mockImplementation(((chunk: Buffer) => { + calls.push('OUT:' + chunk.toString()); + return true; + }) as never); + stderrSpy.mockImplementation(((chunk: Buffer) => { + calls.push('ERR:' + chunk.toString()); + return true; + }) as never); + + proc.stderr.emit('data', Buffer.from('progress 1')); + await tick(); + proc.stdout.emit('data', Buffer.from('result A')); + await tick(); + proc.stderr.emit('data', Buffer.from('progress 2')); + await tick(); + proc.stdout.emit('data', Buffer.from('result B')); + await tick(); + proc.emit('close', 0); + await promise; + + expect(calls).toEqual([ + 'ERR:progress 1', + 'OUT:result A', + 'ERR:progress 2', + 'OUT:result B', + ]); + }); + + it('resolves without returning the stdout payload (caller must not re-print)', async () => { + // _runForCli's contract: streaming has the side-effect, the resolved value + // carries no stdout text. This is what blocks the CLI from double-printing. + const { proc } = makeFakeSpawn(); + const promise = _runForCli(['input.pdf']); + + proc.stdout.emit('data', Buffer.from('result text')); + proc.emit('close', 0); + + const resolved = await promise; + + expect(resolved).toBeUndefined(); + }); + + it('rejects with stderr in the error message on non-zero exit', async () => { + const { proc } = makeFakeSpawn(); + const promise = _runForCli(['input.pdf']); + + proc.stderr.emit('data', Buffer.from('boom')); + proc.emit('close', 2); + + await expect(promise).rejects.toThrow(/exited with code 2/); + await expect(promise).rejects.toThrow(/boom/); + }); + + it('forwards multi-byte UTF-8 to process.stderr without splitting codepoints', async () => { + // Defining the streaming contract for non-ASCII progress logs. Without a + // StringDecoder, splitting '정' (0xEC 0xA0 0x95) across two chunks would + // emit two replacement characters to the user's terminal — exactly the + // failure mode the comment in index.ts warns about. + const { proc } = makeFakeSpawn(); + const promise = _runForCli(['input.pdf']); + + const forwarded: string[] = []; + stderrSpy.mockImplementation(((chunk: string) => { + forwarded.push(chunk); + return true; + }) as never); + + proc.stderr.emit('data', Buffer.from([0xEC, 0xA0])); // partial '정' + await tick(); + proc.stderr.emit('data', Buffer.from([0x95])); // completes '정' + await tick(); + proc.stderr.emit('data', Buffer.from('보', 'utf8')); + await tick(); + proc.emit('close', 0); + await promise; + + // No replacement characters anywhere in what the user saw. + const joined = forwarded.join(''); + expect(joined).toBe('정보'); + expect(joined).not.toContain('�'); + }); +}); + diff --git a/node/opendataloader-pdf/test/run.integration.test.ts b/node/opendataloader-pdf/test/run.integration.test.ts new file mode 100644 index 0000000..47648c9 --- /dev/null +++ b/node/opendataloader-pdf/test/run.integration.test.ts @@ -0,0 +1,67 @@ +import { describe, it, expect, beforeAll, afterAll } from 'vitest'; +import { run, convert } from '../src/index'; +import * as path from 'path'; +import * as fs from 'fs'; +import { fileURLToPath } from 'url'; + +const __filename = fileURLToPath(import.meta.url); +const __dirname = path.dirname(__filename); + +const rootDir = path.resolve(__dirname, '..', '..', '..'); +const inputPdf = path.join(rootDir, 'samples', 'pdf', '1901.03003.pdf'); +const tempDir = path.join(__dirname, 'temp', 'run'); + +describe('opendataloader-pdf', () => { + beforeAll(() => { + // Clean up previous test runs + if (fs.existsSync(tempDir)) { + fs.rmSync(tempDir, { recursive: true, force: true }); + } + fs.mkdirSync(tempDir, { recursive: true }); + }); + + afterAll(() => { + // Clean up after tests + if (fs.existsSync(tempDir)) { + fs.rmSync(tempDir, { recursive: true, force: true }); + } + }); + + it('should process PDF and generate markdown output', async () => { + console.log(`[TEST] Running opendataloader-pdf test...`); + console.log(`[TEST] Input PDF: ${inputPdf}`); + console.log(`[TEST] Output directory: ${tempDir}`); + + await run(inputPdf, { + outputFolder: tempDir, + generateMarkdown: true, + generateHtml: true, + generateAnnotatedPdf: true, + debug: true, + }); + + expect(fs.existsSync(path.join(tempDir, '1901.03003.json'))).toBe(true); + expect(fs.existsSync(path.join(tempDir, '1901.03003.md'))).toBe(true); + expect(fs.existsSync(path.join(tempDir, '1901.03003.html'))).toBe(true); + expect(fs.existsSync(path.join(tempDir, '1901.03003_annotated.pdf'))).toBe(true); + }, 30000); // 30 second timeout for this test + + it('should convert PDF with explicit formats using quiet mode', async () => { + const convertDir = path.join(tempDir, 'convert'); + if (fs.existsSync(convertDir)) { + fs.rmSync(convertDir, { recursive: true, force: true }); + } + fs.mkdirSync(convertDir); + + await convert([inputPdf], { + outputDir: convertDir, + format: ['json', 'text', 'html', 'pdf', 'markdown'], + }); + + expect(fs.existsSync(path.join(convertDir, '1901.03003.json'))).toBe(true); + expect(fs.existsSync(path.join(convertDir, '1901.03003.txt'))).toBe(true); + expect(fs.existsSync(path.join(convertDir, '1901.03003.html'))).toBe(true); + expect(fs.existsSync(path.join(convertDir, '1901.03003.md'))).toBe(true); + expect(fs.existsSync(path.join(convertDir, '1901.03003_annotated.pdf'))).toBe(true); + }, 30000); +}); diff --git a/node/opendataloader-pdf/test/streaming.integration.test.ts b/node/opendataloader-pdf/test/streaming.integration.test.ts new file mode 100644 index 0000000..131e93e --- /dev/null +++ b/node/opendataloader-pdf/test/streaming.integration.test.ts @@ -0,0 +1,169 @@ +/** + * Integration tests for the stdout/stderr streaming contract. + * + * Runs the bundled CLI as a real subprocess against a multi-page sample PDF. + * Asserts the user-facing behavior that mock unit tests cannot prove: + * - CLI never double-prints stdout (regression test for #398) + * - Java's progress logs reach the parent's stderr in real time, before the + * stdout payload finishes — the property that makes hour-long hybrid runs + * observable + * - Library API does not leak Java's output to the parent's stdout + */ + +import { describe, it, expect, beforeAll } from 'vitest'; +import { spawn, spawnSync } from 'child_process'; +import * as path from 'path'; +import * as fs from 'fs'; +import * as os from 'os'; +import { fileURLToPath, pathToFileURL } from 'url'; + +const __filename = fileURLToPath(import.meta.url); +const __dirname = path.dirname(__filename); + +const rootDir = path.resolve(__dirname, '..', '..', '..'); +const cliPath = path.resolve(__dirname, '..', 'dist', 'cli.js'); +const jarPath = path.resolve(__dirname, '..', 'lib', 'opendataloader-pdf-cli.jar'); +const samplePdf = path.join(rootDir, 'samples', 'pdf', '2408.02509v1.pdf'); + +interface Capture { + stdout: string; + stderr: string; + /** Wall-clock ms (since process spawn) of each chunk we received. */ + timeline: Array<{ stream: 'out' | 'err'; size: number; at: number }>; + exitCode: number | null; +} + +function captureSubprocess(command: string, args: string[]): Promise { + return new Promise((resolve, reject) => { + const proc = spawn(command, args); + const start = Date.now(); + const cap: Capture = { stdout: '', stderr: '', timeline: [], exitCode: null }; + + proc.stdout.on('data', (chunk: Buffer) => { + cap.stdout += chunk.toString(); + cap.timeline.push({ stream: 'out', size: chunk.length, at: Date.now() - start }); + }); + proc.stderr.on('data', (chunk: Buffer) => { + cap.stderr += chunk.toString(); + cap.timeline.push({ stream: 'err', size: chunk.length, at: Date.now() - start }); + }); + proc.on('close', (code) => { + cap.exitCode = code; + resolve(cap); + }); + proc.on('error', reject); + }); +} + +const runCli = (args: string[]) => captureSubprocess('node', [cliPath, ...args]); +const runJar = (args: string[]) => captureSubprocess('java', ['-jar', jarPath, ...args]); + +describe('CLI streaming contract', () => { + beforeAll(() => { + // Self-contained: build dist on demand so `pnpm test` works on a fresh + // checkout without a separate `pnpm build` step. The JAR has to come from + // the Maven build (it's not something Vitest should rebuild), so we still + // surface a clear error if it's missing. + if (!fs.existsSync(cliPath)) { + const result = spawnSync( + 'pnpm', + ['exec', 'tsup', '--no-dts', 'src/index.ts', 'src/cli.ts', + '--format', 'esm,cjs', '--shims', '--out-dir', 'dist'], + { cwd: path.resolve(__dirname, '..'), stdio: 'inherit' }, + ); + if (result.status !== 0) { + throw new Error('Failed to build dist for streaming integration test'); + } + } + if (!fs.existsSync(jarPath)) { + throw new Error( + `Bundled JAR not found at ${jarPath} — build the Java module first ` + + `(\`mvn package\` in java/, then \`pnpm run setup\` in this package).`, + ); + } + if (!fs.existsSync(samplePdf)) { + throw new Error(`Sample PDF not found at ${samplePdf}`); + } + }, 60000); + + it('prints --to-stdout output exactly once (regression for #398)', async () => { + // Ground truth: invoke the JAR directly with --quiet so stderr is empty + // and stdout carries only the result payload. The Node CLI must produce + // the same bytes — no more, no less. Comparing against the JAR rather + // than another Node-CLI run prevents a symmetric-mutation regression + // (e.g., trimming/appending in both code paths) from sneaking past. + const referenceCap = await runJar([samplePdf, '--quiet', '--format', 'text', '--to-stdout']); + expect(referenceCap.exitCode).toBe(0); + const referenceStdout = referenceCap.stdout; + expect(referenceStdout.length).toBeGreaterThan(1000); + + const cap = await runCli([samplePdf, '--format', 'text', '--to-stdout']); + expect(cap.exitCode).toBe(0); + + // Defining check: the no-flag Node CLI must produce the *exact same* + // stdout bytes as the JAR. Pre-fix this came out at 2x because of + // double-write. Length-only comparison would miss byte-substituting + // mutations of identical length, so we compare the full payload. + expect(cap.stdout).toBe(referenceStdout); + }, 60000); + + it('forwards Java progress logs to stderr in real time before stdout completes', async () => { + const cap = await runCli([samplePdf, '--format', 'text', '--to-stdout']); + expect(cap.exitCode).toBe(0); + + // Java emits a "Number of pages" line during preprocessing — long before + // text extraction finishes — to stderr. + expect(cap.stderr).toMatch(/Number of pages/); + + // The property that makes long runs observable: at least one stderr chunk + // arrives before stdout finishes streaming. We compare *event indices* + // (arrival order in cap.timeline) rather than millisecond timestamps to + // stay deterministic — two events scheduled in the same tick will share + // an `at` value but always have distinct indices. + const firstErrIdx = cap.timeline.findIndex((e) => e.stream === 'err'); + let lastOutIdx = -1; + for (let i = cap.timeline.length - 1; i >= 0; i--) { + if (cap.timeline[i].stream === 'out') { + lastOutIdx = i; + break; + } + } + expect(firstErrIdx).toBeGreaterThanOrEqual(0); + expect(lastOutIdx).toBeGreaterThanOrEqual(0); + expect(firstErrIdx).toBeLessThan(lastOutIdx); + }, 60000); + + it('library convert() does not leak to the parent process stdio', async () => { + // Spawn a tiny Node script that imports convert() and calls it. We capture + // *that* process's stdio: convert() must not write to stdout/stderr itself. + // The import specifier is a file:// URL so the harness works on Windows + // (where path.resolve yields backslashes that ESM rejects). + const distIndexUrl = pathToFileURL(path.resolve(__dirname, '..', 'dist', 'index.js')).href; + const harness = ` + import { convert } from '${distIndexUrl}'; + const out = await convert(${JSON.stringify(samplePdf)}, { + format: ['text'], toStdout: true, quiet: true, + }); + // One intended write at the end so we can distinguish "the marker" + // from any leakage caused by executeJar forwarding to process.stdout. + process.stdout.write('LEN=' + out.length + '\\n'); + `; + + // Place the harness in an isolated tmpdir — survives Ctrl-C / OOM cleanly + // (OS reaps tmpdir trees) instead of polluting the source tree. + const tmpDir = fs.mkdtempSync(path.join(os.tmpdir(), 'odl-pdf-issue398-')); + const tmpScript = path.join(tmpDir, 'harness.mjs'); + fs.writeFileSync(tmpScript, harness); + try { + const cap = await captureSubprocess('node', [tmpScript]); + expect(cap.exitCode).toBe(0); + // The only line on stdout must be our LEN= marker. Anything else means + // executeJar leaked Java's stdout into the parent. + expect(cap.stdout.trim().split('\n')).toHaveLength(1); + expect(cap.stdout).toMatch(/^LEN=\d+\n$/); + expect(cap.stderr).toBe(''); + } finally { + fs.rmSync(tmpDir, { recursive: true, force: true }); + } + }, 60000); +}); diff --git a/node/opendataloader-pdf/tsconfig.json b/node/opendataloader-pdf/tsconfig.json new file mode 100644 index 0000000..3f1958a --- /dev/null +++ b/node/opendataloader-pdf/tsconfig.json @@ -0,0 +1,17 @@ +{ + "compilerOptions": { + "target": "es2023", + "module": "NodeNext", + "moduleResolution": "NodeNext", + "outDir": "./dist", + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "declaration": true, + "skipLibCheck": true, + "strict": true, + "stripInternal": true, + "types": ["node"], + "ignoreDeprecations": "6.0" + }, + "include": ["src/**/*.ts"] +} diff --git a/node/opendataloader-pdf/tsup.config.ts b/node/opendataloader-pdf/tsup.config.ts new file mode 100644 index 0000000..48f7904 --- /dev/null +++ b/node/opendataloader-pdf/tsup.config.ts @@ -0,0 +1,12 @@ +import { defineConfig } from 'tsup'; + +export default defineConfig({ + clean: true, + dts: true, + entry: ['src/index.ts', 'src/cli.ts'], + format: ['esm', 'cjs'], + shims: true, + sourcemap: true, + outDir: 'dist', + splitting: false, +}); diff --git a/node/opendataloader-pdf/vitest.config.ts b/node/opendataloader-pdf/vitest.config.ts new file mode 100644 index 0000000..be8fd28 --- /dev/null +++ b/node/opendataloader-pdf/vitest.config.ts @@ -0,0 +1,8 @@ +/// +import { defineConfig } from 'vitest/config'; + +export default defineConfig({ + test: { + // Your test configuration options go here + }, +}); diff --git a/options.json b/options.json new file mode 100644 index 0000000..35b1bb7 --- /dev/null +++ b/options.json @@ -0,0 +1,252 @@ +{ + "options": [ + { + "name": "output-dir", + "shortName": "o", + "type": "string", + "required": false, + "default": null, + "description": "Directory where output files are written. Default: input file directory" + }, + { + "name": "password", + "shortName": "p", + "type": "string", + "required": false, + "default": null, + "description": "Password for encrypted PDF files" + }, + { + "name": "format", + "shortName": "f", + "type": "string", + "required": false, + "default": null, + "description": "Output formats (comma-separated). Values: json, text, html, pdf, markdown, tagged-pdf. Default: json. For HTML inside Markdown use --markdown-with-html. For image extraction control use --image-output." + }, + { + "name": "quiet", + "shortName": "q", + "type": "boolean", + "required": false, + "default": false, + "description": "Suppress console logging output" + }, + { + "name": "content-safety-off", + "shortName": null, + "type": "string", + "required": false, + "default": null, + "description": "Disable content safety filters. Values: all, hidden-text, off-page, tiny, hidden-ocg" + }, + { + "name": "sanitize", + "shortName": null, + "type": "boolean", + "required": false, + "default": false, + "description": "Enable sensitive data sanitization. Replaces emails, phone numbers, IPs, credit cards, and URLs with placeholders" + }, + { + "name": "keep-line-breaks", + "shortName": null, + "type": "boolean", + "required": false, + "default": false, + "description": "Preserve original line breaks in extracted text" + }, + { + "name": "replace-invalid-chars", + "shortName": null, + "type": "string", + "required": false, + "default": " ", + "description": "Replacement character for invalid/unrecognized characters. Default: space" + }, + { + "name": "use-struct-tree", + "shortName": null, + "type": "boolean", + "required": false, + "default": false, + "description": "Use PDF structure tree (tagged PDF) for reading order and semantic structure. Output quality depends on tag quality" + }, + { + "name": "table-method", + "shortName": null, + "type": "string", + "required": false, + "default": "default", + "description": "Table detection method. Values: default (border-based), cluster (border + cluster). Default: default" + }, + { + "name": "reading-order", + "shortName": null, + "type": "string", + "required": false, + "default": "xycut", + "description": "Reading order algorithm. Values: off, xycut. Default: xycut" + }, + { + "name": "markdown-page-separator", + "shortName": null, + "type": "string", + "required": false, + "default": null, + "description": "Separator between pages in Markdown output. Use %page-number% for page numbers. Default: none" + }, + { + "name": "markdown-with-html", + "shortName": null, + "type": "boolean", + "required": false, + "default": false, + "description": "Allow HTML tags inside Markdown output for complex structures such as multi-row-span tables. Implies --format markdown." + }, + { + "name": "text-page-separator", + "shortName": null, + "type": "string", + "required": false, + "default": null, + "description": "Separator between pages in text output. Use %page-number% for page numbers. Default: none" + }, + { + "name": "html-page-separator", + "shortName": null, + "type": "string", + "required": false, + "default": null, + "description": "Separator between pages in HTML output. Use %page-number% for page numbers. Default: none" + }, + { + "name": "image-output", + "shortName": null, + "type": "string", + "required": false, + "default": "external", + "description": "Image output mode. Values: off (no images), embedded (Base64 data URIs), external (file references). Default: external" + }, + { + "name": "image-format", + "shortName": null, + "type": "string", + "required": false, + "default": "png", + "description": "Output format for extracted images. Values: png, jpeg. Default: png" + }, + { + "name": "image-dir", + "shortName": null, + "type": "string", + "required": false, + "default": null, + "description": "Directory for extracted images (applies only with --image-output external)" + }, + { + "name": "pages", + "shortName": null, + "type": "string", + "required": false, + "default": null, + "description": "Pages to extract (e.g., \"1,3,5-7\"). Default: all pages" + }, + { + "name": "include-header-footer", + "shortName": null, + "type": "boolean", + "required": false, + "default": false, + "description": "Include page headers and footers in output" + }, + { + "name": "detect-strikethrough", + "shortName": null, + "type": "boolean", + "required": false, + "default": false, + "description": "Detect strikethrough text and wrap with ~~ in Markdown output or tag in HTML output (experimental)" + }, + { + "name": "hybrid", + "shortName": null, + "type": "string", + "required": false, + "default": "off", + "description": "Hybrid backend (requires a running server). Quick start: pip install \"opendataloader-pdf[hybrid]\" && opendataloader-pdf-hybrid --port 5002. For remote servers use --hybrid-url. Values: off (default), docling-fast, hancom-ai" + }, + { + "name": "hybrid-mode", + "shortName": null, + "type": "string", + "required": false, + "default": "auto", + "description": "Hybrid triage mode. Values: auto (default, dynamic triage), full (skip triage, all pages to backend)" + }, + { + "name": "hybrid-url", + "shortName": null, + "type": "string", + "required": false, + "default": null, + "description": "Hybrid backend server URL (overrides default)" + }, + { + "name": "hybrid-timeout", + "shortName": null, + "type": "string", + "required": false, + "default": "0", + "description": "Hybrid backend request timeout in milliseconds (0 = no timeout). Default: 0" + }, + { + "name": "hybrid-fallback", + "shortName": null, + "type": "boolean", + "required": false, + "default": false, + "description": "Opt in to Java fallback on hybrid backend error (default: disabled)" + }, + { + "name": "hybrid-hancom-ai-regionlist-strategy", + "shortName": null, + "type": "string", + "required": false, + "default": "table-first", + "description": "DLA label 7 (regionlist) handling. Requires --hybrid=hancom-ai. Values: table-first (default; check TSR overlap), list-only (skip TSR, always treat as list)" + }, + { + "name": "hybrid-hancom-ai-ocr-strategy", + "shortName": null, + "type": "string", + "required": false, + "default": "auto", + "description": "OCR strategy. Requires --hybrid=hancom-ai. Values: off (stream-only), auto (default; stream first, OCR fallback), force (OCR-only)" + }, + { + "name": "hybrid-hancom-ai-image-cache", + "shortName": null, + "type": "string", + "required": false, + "default": "memory", + "description": "Page image cache backing. Requires --hybrid=hancom-ai. Values: memory (default), disk" + }, + { + "name": "to-stdout", + "shortName": null, + "type": "boolean", + "required": false, + "default": false, + "description": "Write output to stdout instead of file (single format only)" + }, + { + "name": "threads", + "shortName": null, + "type": "string", + "required": false, + "default": "1", + "description": "Number of worker threads for per-page processing. Default: 1 (sequential, stable). Values >1 (experimental) run pages in parallel for faster throughput; output may vary slightly on some PDFs. Capped at the number of available CPU cores. Applies to the native Java pipeline only; ignored in --hybrid mode" + } + ] +} diff --git a/package.json b/package.json new file mode 100644 index 0000000..b486d1a --- /dev/null +++ b/package.json @@ -0,0 +1,14 @@ +{ + "name": "opendataloader-pdf-workspace", + "private": true, + "description": "OpenDataLoader PDF - Monorepo workspace", + "scripts": { + "build-java": "bash scripts/build-java.sh", + "export-options": "npm run build-java && java -Djava.awt.headless=true -Dapple.awt.UIElement=true -jar java/opendataloader-pdf-cli/target/opendataloader-pdf-cli-0.0.0.jar --export-options > options.json", + "generate-options": "node scripts/generate-options.mjs", + "sync-options": "npm run export-options && npm run generate-options", + "generate-schema": "node scripts/generate-schema.mjs", + "sync-schema": "npm run generate-schema", + "sync": "npm run sync-options && npm run sync-schema" + } +} diff --git a/python/opendataloader-pdf-mcp/README.md b/python/opendataloader-pdf-mcp/README.md new file mode 100644 index 0000000..6c71554 --- /dev/null +++ b/python/opendataloader-pdf-mcp/README.md @@ -0,0 +1,114 @@ +# OpenDataLoader PDF MCP Server + +MCP (Model Context Protocol) server for [OpenDataLoader PDF](https://github.com/opendataloader-project/opendataloader-pdf). + +Enables AI agents to convert PDFs to Markdown, JSON, HTML, and more via MCP. + +## Prerequisites + +- Java 11+ +- Python 3.10+ + +## Installation + +```bash +pip install opendataloader-pdf-mcp +``` + +## Usage + +### Claude Desktop + +Add to your Claude Desktop config (`claude_desktop_config.json`): + +```json +{ + "mcpServers": { + "opendataloader-pdf": { + "command": "uvx", + "args": ["opendataloader-pdf-mcp"] + } + } +} +``` + +### Claude Code + +```bash +claude mcp add opendataloader-pdf -- uvx opendataloader-pdf-mcp +``` + +### OpenAI Codex + +```bash +codex --mcp-config mcp.json +``` + +`mcp.json`: + +```json +{ + "mcpServers": { + "opendataloader-pdf": { + "command": "uvx", + "args": ["opendataloader-pdf-mcp"] + } + } +} +``` + +### Cursor + +Add to `.cursor/mcp.json` in your project: + +```json +{ + "mcpServers": { + "opendataloader-pdf": { + "command": "uvx", + "args": ["opendataloader-pdf-mcp"] + } + } +} +``` + +### Windsurf + +Add to `~/.codeium/windsurf/mcp_config.json`: + +```json +{ + "mcpServers": { + "opendataloader-pdf": { + "command": "uvx", + "args": ["opendataloader-pdf-mcp"] + } + } +} +``` + +### Other MCP Clients + +Any MCP-compatible client can use this server. The command is: + +```bash +uvx opendataloader-pdf-mcp +``` + +## Tools + +### convert_pdf + +Convert a PDF file to the specified format. + +**Parameters:** + +- `input_path` (required): Path to the input PDF file +- `format`: Output format — `json`, `text`, `html`, `markdown` (default), `markdown-with-html`, `markdown-with-images` +- `pages`: Pages to extract (e.g., `"1,3,5-7"`) +- `password`: Password for encrypted PDFs +- All other [OpenDataLoader PDF options](https://opendataloader.org/docs/options) are supported + +## License + +Apache-2.0 diff --git a/python/opendataloader-pdf-mcp/pyproject.toml b/python/opendataloader-pdf-mcp/pyproject.toml new file mode 100644 index 0000000..5007e71 --- /dev/null +++ b/python/opendataloader-pdf-mcp/pyproject.toml @@ -0,0 +1,21 @@ +[project] +name = "opendataloader-pdf-mcp" +version = "0.0.0" +description = "MCP server for OpenDataLoader PDF — convert PDFs to Markdown, JSON, HTML, and more" +readme = "README.md" +license = "Apache-2.0" +requires-python = ">=3.10" +dependencies = [ + "mcp[cli]>=1.27.0,<2", + "opendataloader-pdf", +] + +[project.scripts] +opendataloader-pdf-mcp = "opendataloader_pdf_mcp.server:main" + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["src/opendataloader_pdf_mcp"] diff --git a/python/opendataloader-pdf-mcp/src/opendataloader_pdf_mcp/__init__.py b/python/opendataloader-pdf-mcp/src/opendataloader_pdf_mcp/__init__.py new file mode 100644 index 0000000..ee8c530 --- /dev/null +++ b/python/opendataloader-pdf-mcp/src/opendataloader_pdf_mcp/__init__.py @@ -0,0 +1 @@ +"""MCP server for OpenDataLoader PDF.""" diff --git a/python/opendataloader-pdf-mcp/src/opendataloader_pdf_mcp/server.py b/python/opendataloader-pdf-mcp/src/opendataloader_pdf_mcp/server.py new file mode 100644 index 0000000..bd1558f --- /dev/null +++ b/python/opendataloader-pdf-mcp/src/opendataloader_pdf_mcp/server.py @@ -0,0 +1,180 @@ +"""MCP server for OpenDataLoader PDF.""" + +import tempfile +from pathlib import Path +from typing import Any + +from mcp.server.fastmcp import FastMCP + +import opendataloader_pdf + +mcp = FastMCP("opendataloader-pdf") + + +@mcp.tool() +def convert_pdf( + input_path: str, + format: str = "markdown", + password: str | None = None, + pages: str | None = None, + keep_line_breaks: bool = False, + sanitize: bool = False, + content_safety_off: str | None = None, + replace_invalid_chars: str | None = None, + use_struct_tree: bool = False, + table_method: str | None = None, + reading_order: str | None = None, + markdown_page_separator: str | None = None, + text_page_separator: str | None = None, + html_page_separator: str | None = None, + image_output: str | None = None, + image_format: str | None = None, + include_header_footer: bool = False, + detect_strikethrough: bool = False, + hybrid: str | None = None, + hybrid_mode: str | None = None, + hybrid_url: str | None = None, + hybrid_timeout: str | None = None, + hybrid_fallback: bool = False, + image_dir: str | None = None, +) -> str: + """Convert a PDF file to the specified format. + + Args: + input_path: Path to the input PDF file. + format: Output format. Values: json, text, html, markdown, + markdown-with-html, markdown-with-images. Default: markdown. + password: Password for encrypted PDF files. + pages: Pages to extract (e.g., "1,3,5-7"). Default: all pages. + keep_line_breaks: Preserve original line breaks in extracted text. + sanitize: Replace emails, phone numbers, IPs, credit cards, URLs with placeholders. + content_safety_off: Disable content safety filters. + Values: all, hidden-text, off-page, tiny, hidden-ocg. + replace_invalid_chars: Replacement character for invalid/unrecognized characters. + use_struct_tree: Use PDF structure tree for reading order and semantic structure. + table_method: Table detection method. Values: default, cluster. + reading_order: Reading order algorithm. Values: off, xycut. + markdown_page_separator: Separator between pages in Markdown output. + Use %page-number% for page numbers. + text_page_separator: Separator between pages in text output. + html_page_separator: Separator between pages in HTML output. + image_output: Image output mode. Values: off, embedded, external. + image_format: Image format. Values: png, jpeg. + include_header_footer: Include page headers and footers in output. + detect_strikethrough: Detect strikethrough text (experimental). + hybrid: Hybrid backend. Values: off, docling-fast. + hybrid_mode: Hybrid triage mode. Values: auto, full. + hybrid_url: Hybrid backend server URL. + hybrid_timeout: Hybrid backend timeout in milliseconds. + hybrid_fallback: Enable Java fallback on hybrid backend error. + image_dir: Directory path to save extracted images. + + Returns: + The converted content as text. + """ + input_file = Path(input_path).expanduser().resolve() + if not input_file.is_file(): + raise FileNotFoundError(f"Input file not found: {input_path}") + + # Determine output file extension from format + ext_map = { + "json": ".json", + "text": ".txt", + "html": ".html", + "markdown": ".md", + "markdown-with-html": ".md", + "markdown-with-images": ".md", + } + if format not in ext_map: + raise ValueError( + f"Unsupported format: {format!r}. " + f"Supported formats: {', '.join(ext_map)}" + ) + ext = ext_map[format] + + with tempfile.TemporaryDirectory() as tmp_dir: + kwargs: dict[str, Any] = { + "input_path": str(input_file), + "output_dir": tmp_dir, + "format": format, + "quiet": True, + } + + # Only pass non-default values + if password is not None: + kwargs["password"] = password + if pages is not None: + kwargs["pages"] = pages + if keep_line_breaks: + kwargs["keep_line_breaks"] = True + if sanitize: + kwargs["sanitize"] = True + if content_safety_off is not None: + kwargs["content_safety_off"] = content_safety_off + if replace_invalid_chars is not None: + kwargs["replace_invalid_chars"] = replace_invalid_chars + if use_struct_tree: + kwargs["use_struct_tree"] = True + if table_method is not None: + kwargs["table_method"] = table_method + if reading_order is not None: + kwargs["reading_order"] = reading_order + if markdown_page_separator is not None: + kwargs["markdown_page_separator"] = markdown_page_separator + if text_page_separator is not None: + kwargs["text_page_separator"] = text_page_separator + if html_page_separator is not None: + kwargs["html_page_separator"] = html_page_separator + if format == "markdown-with-images" and image_output is None: + # Force embedded images so they survive the temp directory cleanup + kwargs["image_output"] = "embedded" + elif image_output is not None: + kwargs["image_output"] = image_output + if image_format is not None: + kwargs["image_format"] = image_format + if include_header_footer: + kwargs["include_header_footer"] = True + if detect_strikethrough: + kwargs["detect_strikethrough"] = True + if hybrid is not None: + kwargs["hybrid"] = hybrid + if hybrid_mode is not None: + kwargs["hybrid_mode"] = hybrid_mode + if hybrid_url is not None: + kwargs["hybrid_url"] = hybrid_url + if hybrid_timeout is not None: + kwargs["hybrid_timeout"] = hybrid_timeout + if hybrid_fallback: + kwargs["hybrid_fallback"] = True + if image_dir is not None: + kwargs["image_dir"] = image_dir + + opendataloader_pdf.convert(**kwargs) + + # Find and read the output file + stem = input_file.stem + output_file = Path(tmp_dir) / f"{stem}{ext}" + + if not output_file.is_file(): + files = [f for f in Path(tmp_dir).iterdir() if f.is_file()] + if not files: + raise RuntimeError( + "Conversion completed but no output file was generated." + ) + matching_ext = sorted(f for f in files if f.suffix == ext) + if not matching_ext: + raise RuntimeError( + f"Conversion completed but no '{ext}' output file was generated." + ) + output_file = matching_ext[0] + + return output_file.read_text(encoding="utf-8") + + +def main(): + """Run the MCP server.""" + mcp.run() + + +if __name__ == "__main__": + main() diff --git a/python/opendataloader-pdf-mcp/tests/conftest.py b/python/opendataloader-pdf-mcp/tests/conftest.py new file mode 100644 index 0000000..12f4df7 --- /dev/null +++ b/python/opendataloader-pdf-mcp/tests/conftest.py @@ -0,0 +1,17 @@ +"""Shared test fixtures for opendataloader-pdf-mcp tests.""" + +from pathlib import Path + +import pytest + + +@pytest.fixture +def input_pdf(): + """Return path to the sample lorem PDF.""" + return Path(__file__).resolve().parents[3] / "samples" / "pdf" / "lorem.pdf" + + +@pytest.fixture +def input_pdf_academic(): + """Return path to the sample academic PDF.""" + return Path(__file__).resolve().parents[3] / "samples" / "pdf" / "1901.03003.pdf" diff --git a/python/opendataloader-pdf-mcp/tests/test_convert_pdf.py b/python/opendataloader-pdf-mcp/tests/test_convert_pdf.py new file mode 100644 index 0000000..13e71db --- /dev/null +++ b/python/opendataloader-pdf-mcp/tests/test_convert_pdf.py @@ -0,0 +1,95 @@ +"""Tests for the convert_pdf MCP tool.""" + +import pytest +from unittest.mock import patch + +from opendataloader_pdf_mcp.server import convert_pdf, mcp + + +class TestConvertPdfValidation: + """Tests for input validation.""" + + def test_nonexistent_file_raises_error(self): + """Should raise FileNotFoundError for missing files.""" + with pytest.raises(FileNotFoundError): + convert_pdf(input_path="/nonexistent/file.pdf") + + def test_directory_raises_error(self, tmp_path): + """Should raise FileNotFoundError for directories.""" + with pytest.raises(FileNotFoundError): + convert_pdf(input_path=str(tmp_path)) + + def test_unsupported_format_raises_error(self, input_pdf): + """Should raise ValueError for unsupported formats.""" + with pytest.raises(ValueError, match="Unsupported format"): + convert_pdf(input_path=str(input_pdf), format="docx") + + +class TestConvertPdfFormats: + """Tests for output format support.""" + + def test_markdown_output(self, input_pdf): + """Should convert PDF to Markdown.""" + result = convert_pdf(input_path=str(input_pdf), format="markdown") + assert len(result) > 0 + assert "Lorem" in result + + def test_json_output(self, input_pdf): + """Should convert PDF to JSON.""" + import json + + result = convert_pdf(input_path=str(input_pdf), format="json") + parsed = json.loads(result) + assert isinstance(parsed, (dict, list)) + + def test_html_output(self, input_pdf): + """Should convert PDF to HTML.""" + result = convert_pdf(input_path=str(input_pdf), format="html") + assert "<" in result + assert ">" in result + + def test_text_output(self, input_pdf): + """Should convert PDF to plain text.""" + result = convert_pdf(input_path=str(input_pdf), format="text") + assert len(result) > 0 + assert "Lorem" in result + + def test_default_format_is_markdown(self, input_pdf): + """Default format should be markdown.""" + result = convert_pdf(input_path=str(input_pdf)) + assert "Lorem" in result + + +class TestConvertPdfOptions: + """Tests for optional parameters passed through to convert().""" + + def test_pages_option(self, input_pdf_academic): + """Should extract only specified pages.""" + result_all = convert_pdf(input_path=str(input_pdf_academic), format="text") + result_page1 = convert_pdf(input_path=str(input_pdf_academic), format="text", pages="1") + assert len(result_page1) < len(result_all) + + def test_quiet_is_always_true(self, input_pdf, tmp_path): + """convert() should always be called with quiet=True.""" + fake_output = tmp_path / "lorem.md" + fake_output.write_text("mocked") + + with patch("opendataloader_pdf_mcp.server.opendataloader_pdf.convert") as mock_convert, \ + patch("opendataloader_pdf_mcp.server.tempfile.TemporaryDirectory") as mock_tmpdir: + mock_tmpdir.return_value.__enter__ = lambda self: str(tmp_path) + mock_tmpdir.return_value.__exit__ = lambda *args: None + result = convert_pdf(input_path=str(input_pdf)) + mock_convert.assert_called_once() + kwargs = mock_convert.call_args[1] + assert kwargs["quiet"] is True + + +class TestMcpToolRegistration: + """Tests for MCP server tool registration.""" + + def test_convert_pdf_tool_is_registered(self): + """convert_pdf should be registered as an MCP tool.""" + # FastMCP does not expose a public tool-listing API as of v1.x; + # _tool_manager is the only way to introspect registered tools. + tool_names = [tool.name for tool in mcp._tool_manager.list_tools()] + assert "convert_pdf" in tool_names diff --git a/python/opendataloader-pdf-mcp/uv.lock b/python/opendataloader-pdf-mcp/uv.lock new file mode 100644 index 0000000..5a327d1 --- /dev/null +++ b/python/opendataloader-pdf-mcp/uv.lock @@ -0,0 +1,840 @@ +version = 1 +revision = 3 +requires-python = ">=3.10" + +[[package]] +name = "annotated-doc" +version = "0.0.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = 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+"""Custom build hook for hatch to copy JAR and license files.""" + +import glob +import shutil +from pathlib import Path + +from hatchling.builders.hooks.plugin.interface import BuildHookInterface + + +class CustomBuildHook(BuildHookInterface): + def initialize(self, version, build_data): + root_dir = Path(self.root) + pkg_dir = root_dir / "src/opendataloader_pdf" + dest_jar_dir = pkg_dir / "jar" + dest_jar_path = dest_jar_dir / "opendataloader-pdf-cli.jar" + license_path = pkg_dir / "LICENSE" + notice_path = pkg_dir / "NOTICE" + third_party_dest = pkg_dir / "THIRD_PARTY" + + readme_path = root_dir / "README.md" + + # sdist-install code path: when users `pip install .tar.gz`, + # the extracted sdist already contains JAR/LICENSE/NOTICE/THIRD_PARTY + # (force-included via [tool.hatch.build] artifacts in pyproject.toml), + # and there is no java/ tree to rebuild from. Do not remove — sdist + # installs would break with a spurious "mvn package" error. + if ( + dest_jar_path.exists() + and license_path.exists() + and notice_path.exists() + and third_party_dest.exists() + and readme_path.exists() + ): + print("All required files already exist (building from sdist), skipping copy") + return + + # --- Copy JAR --- + print(f"Root DIR: {root_dir}") + source_jar_glob = str( + root_dir / "../../java/opendataloader-pdf-cli/target/opendataloader-pdf-cli-*.jar" + ) + resolved_glob_path = Path(source_jar_glob).resolve() + print(f"Searching for JAR file in: {resolved_glob_path}") + + source_jar_paths = glob.glob(source_jar_glob) + if not source_jar_paths: + raise RuntimeError( + f"Could not find the JAR file. Please run 'mvn package' in the 'java/' directory first. Searched in: {resolved_glob_path}" + ) + if len(source_jar_paths) > 1: + raise RuntimeError(f"Found multiple JAR files, expected one: {source_jar_paths}") + source_jar_path = source_jar_paths[0] + print(f"Found source JAR: {source_jar_path}") + + dest_jar_dir.mkdir(parents=True, exist_ok=True) + print(f"Copying JAR to {dest_jar_path}") + shutil.copy(source_jar_path, dest_jar_path) + + # --- Copy LICENSE, NOTICE --- + # README is copied by build-python.sh before this hook runs, because + # hatchling validates [project.readme] during metadata parsing, which + # happens before build hooks. Do not copy README here. + shutil.copy(root_dir / "../../LICENSE", license_path) + shutil.copy(root_dir / "../../NOTICE", notice_path) + third_party_src = root_dir / "../../THIRD_PARTY" + print(f"Copying THIRD_PARTY directory to {third_party_dest}") + if third_party_dest.exists(): + shutil.rmtree(third_party_dest) + shutil.copytree(third_party_src, third_party_dest) diff --git a/python/opendataloader-pdf/pyproject.toml b/python/opendataloader-pdf/pyproject.toml new file mode 100644 index 0000000..d2864e5 --- /dev/null +++ b/python/opendataloader-pdf/pyproject.toml @@ -0,0 +1,79 @@ +[project] +name = "opendataloader-pdf" +version = "0.0.0" +description = "A Python wrapper for the opendataloader-pdf Java CLI." +readme = "README.md" +license = "Apache-2.0" +requires-python = ">=3.10" +authors = [ + { name = "opendataloader-project", email = "open.dataloader@hancom.com" } +] +classifiers = [ + "Programming Language :: Python :: 3", + "Operating System :: OS Independent", +] +dependencies = [] + +[project.optional-dependencies] +hybrid = [ + "docling[easyocr]>=2.91.0", + "fastapi>=0.136.1", + "uvicorn>=0.46.0", + "python-multipart>=0.0.28", +] + +[project.scripts] +opendataloader-pdf = "opendataloader_pdf.wrapper:main" +opendataloader-pdf-hybrid = "opendataloader_pdf.hybrid_server:main" + +[project.urls] +Homepage = "https://github.com/opendataloader-project/opendataloader-pdf" + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +# Shared by wheel and sdist: force-include gitignored build outputs +# (JAR, LICENSE, NOTICE, THIRD_PARTY) that hatch_build.py copies at build time. +[tool.hatch.build] +artifacts = [ + "src/opendataloader_pdf/jar/*.jar", + "src/opendataloader_pdf/LICENSE", + "src/opendataloader_pdf/NOTICE", + "src/opendataloader_pdf/THIRD_PARTY/**", +] + +[tool.hatch.build.targets.wheel] +packages = ["src/opendataloader_pdf"] + +[tool.hatch.build.targets.sdist] +include = [ + "src/opendataloader_pdf/**", + "README.md", + "hatch_build.py", +] + +[tool.hatch.build.hooks.custom] +path = "hatch_build.py" + +[dependency-groups] +dev = [ + "pytest>=9.0.3", + "pytest-asyncio>=1.3.0", + "httpx>=0.28.1", +] + +[tool.uv] +package = true + +[tool.black] +line-length = 100 + +[tool.ruff] +line-length = 100 +target-version = "py310" +exclude = ["dist", "build"] + +[tool.ruff.lint] +select = ["E", "F", "I"] +ignore = [] diff --git a/python/opendataloader-pdf/src/opendataloader_pdf/__init__.py b/python/opendataloader-pdf/src/opendataloader_pdf/__init__.py new file mode 100644 index 0000000..34b3636 --- /dev/null +++ b/python/opendataloader-pdf/src/opendataloader_pdf/__init__.py @@ -0,0 +1,3 @@ +from .wrapper import run, convert, run_jar + +__all__ = ["run", "convert", "run_jar"] diff --git a/python/opendataloader-pdf/src/opendataloader_pdf/__main__.py b/python/opendataloader-pdf/src/opendataloader_pdf/__main__.py new file mode 100644 index 0000000..cd9e8d5 --- /dev/null +++ b/python/opendataloader-pdf/src/opendataloader_pdf/__main__.py @@ -0,0 +1,5 @@ +from .wrapper import main + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/python/opendataloader-pdf/src/opendataloader_pdf/cli_options_generated.py b/python/opendataloader-pdf/src/opendataloader_pdf/cli_options_generated.py new file mode 100644 index 0000000..1a8d5fa --- /dev/null +++ b/python/opendataloader-pdf/src/opendataloader_pdf/cli_options_generated.py @@ -0,0 +1,308 @@ +# AUTO-GENERATED FROM options.json - DO NOT EDIT DIRECTLY +# Run `npm run generate-options` to regenerate + +""" +CLI option definitions for opendataloader-pdf. +""" +from typing import Any, Dict, List + + +# Option metadata list +CLI_OPTIONS: List[Dict[str, Any]] = [ + { + "name": "output-dir", + "python_name": "output_dir", + "short_name": "o", + "type": "string", + "required": False, + "default": None, + "description": "Directory where output files are written. Default: input file directory", + }, + { + "name": "password", + "python_name": "password", + "short_name": "p", + "type": "string", + "required": False, + "default": None, + "description": "Password for encrypted PDF files", + }, + { + "name": "format", + "python_name": "format", + "short_name": "f", + "type": "string", + "required": False, + "default": None, + "description": "Output formats (comma-separated). Values: json, text, html, pdf, markdown, tagged-pdf. Default: json. For HTML inside Markdown use --markdown-with-html. For image extraction control use --image-output.", + }, + { + "name": "quiet", + "python_name": "quiet", + "short_name": "q", + "type": "boolean", + "required": False, + "default": False, + "description": "Suppress console logging output", + }, + { + "name": "content-safety-off", + "python_name": "content_safety_off", + "short_name": None, + "type": "string", + "required": False, + "default": None, + "description": "Disable content safety filters. Values: all, hidden-text, off-page, tiny, hidden-ocg", + }, + { + "name": "sanitize", + "python_name": "sanitize", + "short_name": None, + "type": "boolean", + "required": False, + "default": False, + "description": "Enable sensitive data sanitization. Replaces emails, phone numbers, IPs, credit cards, and URLs with placeholders", + }, + { + "name": "keep-line-breaks", + "python_name": "keep_line_breaks", + "short_name": None, + "type": "boolean", + "required": False, + "default": False, + "description": "Preserve original line breaks in extracted text", + }, + { + "name": "replace-invalid-chars", + "python_name": "replace_invalid_chars", + "short_name": None, + "type": "string", + "required": False, + "default": " ", + "description": "Replacement character for invalid/unrecognized characters. Default: space", + }, + { + "name": "use-struct-tree", + "python_name": "use_struct_tree", + "short_name": None, + "type": "boolean", + "required": False, + "default": False, + "description": "Use PDF structure tree (tagged PDF) for reading order and semantic structure. Output quality depends on tag quality", + }, + { + "name": "table-method", + "python_name": "table_method", + "short_name": None, + "type": "string", + "required": False, + "default": "default", + "description": "Table detection method. Values: default (border-based), cluster (border + cluster). Default: default", + }, + { + "name": "reading-order", + "python_name": "reading_order", + "short_name": None, + "type": "string", + "required": False, + "default": "xycut", + "description": "Reading order algorithm. Values: off, xycut. Default: xycut", + }, + { + "name": "markdown-page-separator", + "python_name": "markdown_page_separator", + "short_name": None, + "type": "string", + "required": False, + "default": None, + "description": "Separator between pages in Markdown output. Use %%page-number%% for page numbers. Default: none", + }, + { + "name": "markdown-with-html", + "python_name": "markdown_with_html", + "short_name": None, + "type": "boolean", + "required": False, + "default": False, + "description": "Allow HTML tags inside Markdown output for complex structures such as multi-row-span tables. Implies --format markdown.", + }, + { + "name": "text-page-separator", + "python_name": "text_page_separator", + "short_name": None, + "type": "string", + "required": False, + "default": None, + "description": "Separator between pages in text output. Use %%page-number%% for page numbers. Default: none", + }, + { + "name": "html-page-separator", + "python_name": "html_page_separator", + "short_name": None, + "type": "string", + "required": False, + "default": None, + "description": "Separator between pages in HTML output. Use %%page-number%% for page numbers. Default: none", + }, + { + "name": "image-output", + "python_name": "image_output", + "short_name": None, + "type": "string", + "required": False, + "default": "external", + "description": "Image output mode. Values: off (no images), embedded (Base64 data URIs), external (file references). Default: external", + }, + { + "name": "image-format", + "python_name": "image_format", + "short_name": None, + "type": "string", + "required": False, + "default": "png", + "description": "Output format for extracted images. Values: png, jpeg. Default: png", + }, + { + "name": "image-dir", + "python_name": "image_dir", + "short_name": None, + "type": "string", + "required": False, + "default": None, + "description": "Directory for extracted images (applies only with --image-output external)", + }, + { + "name": "pages", + "python_name": "pages", + "short_name": None, + "type": "string", + "required": False, + "default": None, + "description": "Pages to extract (e.g., \"1,3,5-7\"). Default: all pages", + }, + { + "name": "include-header-footer", + "python_name": "include_header_footer", + "short_name": None, + "type": "boolean", + "required": False, + "default": False, + "description": "Include page headers and footers in output", + }, + { + "name": "detect-strikethrough", + "python_name": "detect_strikethrough", + "short_name": None, + "type": "boolean", + "required": False, + "default": False, + "description": "Detect strikethrough text and wrap with ~~ in Markdown output or tag in HTML output (experimental)", + }, + { + "name": "hybrid", + "python_name": "hybrid", + "short_name": None, + "type": "string", + "required": False, + "default": "off", + "description": "Hybrid backend (requires a running server). Quick start: pip install \"opendataloader-pdf[hybrid]\" && opendataloader-pdf-hybrid --port 5002. For remote servers use --hybrid-url. Values: off (default), docling-fast, hancom-ai", + }, + { + "name": "hybrid-mode", + "python_name": "hybrid_mode", + "short_name": None, + "type": "string", + "required": False, + "default": "auto", + "description": "Hybrid triage mode. Values: auto (default, dynamic triage), full (skip triage, all pages to backend)", + }, + { + "name": "hybrid-url", + "python_name": "hybrid_url", + "short_name": None, + "type": "string", + "required": False, + "default": None, + "description": "Hybrid backend server URL (overrides default)", + }, + { + "name": "hybrid-timeout", + "python_name": "hybrid_timeout", + "short_name": None, + "type": "string", + "required": False, + "default": "0", + "description": "Hybrid backend request timeout in milliseconds (0 = no timeout). Default: 0", + }, + { + "name": "hybrid-fallback", + "python_name": "hybrid_fallback", + "short_name": None, + "type": "boolean", + "required": False, + "default": False, + "description": "Opt in to Java fallback on hybrid backend error (default: disabled)", + }, + { + "name": "hybrid-hancom-ai-regionlist-strategy", + "python_name": "hybrid_hancom_ai_regionlist_strategy", + "short_name": None, + "type": "string", + "required": False, + "default": "table-first", + "description": "DLA label 7 (regionlist) handling. Requires --hybrid=hancom-ai. Values: table-first (default; check TSR overlap), list-only (skip TSR, always treat as list)", + }, + { + "name": "hybrid-hancom-ai-ocr-strategy", + "python_name": "hybrid_hancom_ai_ocr_strategy", + "short_name": None, + "type": "string", + "required": False, + "default": "auto", + "description": "OCR strategy. Requires --hybrid=hancom-ai. Values: off (stream-only), auto (default; stream first, OCR fallback), force (OCR-only)", + }, + { + "name": "hybrid-hancom-ai-image-cache", + "python_name": "hybrid_hancom_ai_image_cache", + "short_name": None, + "type": "string", + "required": False, + "default": "memory", + "description": "Page image cache backing. Requires --hybrid=hancom-ai. Values: memory (default), disk", + }, + { + "name": "to-stdout", + "python_name": "to_stdout", + "short_name": None, + "type": "boolean", + "required": False, + "default": False, + "description": "Write output to stdout instead of file (single format only)", + }, + { + "name": "threads", + "python_name": "threads", + "short_name": None, + "type": "string", + "required": False, + "default": "1", + "description": "Number of worker threads for per-page processing. Default: 1 (sequential, stable). Values >1 (experimental) run pages in parallel for faster throughput; output may vary slightly on some PDFs. Capped at the number of available CPU cores. Applies to the native Java pipeline only; ignored in --hybrid mode", + }, +] + + +def add_options_to_parser(parser) -> None: + """Add all CLI options to an argparse.ArgumentParser.""" + for opt in CLI_OPTIONS: + flags = [] + if opt["short_name"]: + flags.append(f'-{opt["short_name"]}') + flags.append(f'--{opt["name"]}') + + kwargs = {"help": opt["description"]} + if opt["type"] == "boolean": + kwargs["action"] = "store_true" + else: + kwargs["default"] = None + + parser.add_argument(*flags, **kwargs) diff --git a/python/opendataloader-pdf/src/opendataloader_pdf/convert_generated.py b/python/opendataloader-pdf/src/opendataloader_pdf/convert_generated.py new file mode 100644 index 0000000..a8921cf --- /dev/null +++ b/python/opendataloader-pdf/src/opendataloader_pdf/convert_generated.py @@ -0,0 +1,162 @@ +# AUTO-GENERATED FROM options.json - DO NOT EDIT DIRECTLY +# Run `npm run generate-options` to regenerate + +""" +Auto-generated convert function for opendataloader-pdf. +""" +from typing import List, Optional, Union + +from .runner import run_jar + + +def convert( + input_path: Union[str, List[str]], + output_dir: Optional[str] = None, + password: Optional[str] = None, + format: Optional[Union[str, List[str]]] = None, + quiet: bool = False, + content_safety_off: Optional[Union[str, List[str]]] = None, + sanitize: bool = False, + keep_line_breaks: bool = False, + replace_invalid_chars: Optional[str] = None, + use_struct_tree: bool = False, + table_method: Optional[str] = None, + reading_order: Optional[str] = None, + markdown_page_separator: Optional[str] = None, + markdown_with_html: bool = False, + text_page_separator: Optional[str] = None, + html_page_separator: Optional[str] = None, + image_output: Optional[str] = None, + image_format: Optional[str] = None, + image_dir: Optional[str] = None, + pages: Optional[str] = None, + include_header_footer: bool = False, + detect_strikethrough: bool = False, + hybrid: Optional[str] = None, + hybrid_mode: Optional[str] = None, + hybrid_url: Optional[str] = None, + hybrid_timeout: Optional[str] = None, + hybrid_fallback: bool = False, + hybrid_hancom_ai_regionlist_strategy: Optional[str] = None, + hybrid_hancom_ai_ocr_strategy: Optional[str] = None, + hybrid_hancom_ai_image_cache: Optional[str] = None, + to_stdout: bool = False, + threads: Optional[str] = None, +) -> None: + """ + Convert PDF(s) into the requested output format(s). + + Args: + input_path: One or more input PDF file paths or directories + output_dir: Directory where output files are written. Default: input file directory + password: Password for encrypted PDF files + format: Output formats (comma-separated). Values: json, text, html, pdf, markdown, tagged-pdf. Default: json. For HTML inside Markdown use --markdown-with-html. For image extraction control use --image-output. + quiet: Suppress console logging output + content_safety_off: Disable content safety filters. Values: all, hidden-text, off-page, tiny, hidden-ocg + sanitize: Enable sensitive data sanitization. Replaces emails, phone numbers, IPs, credit cards, and URLs with placeholders + keep_line_breaks: Preserve original line breaks in extracted text + replace_invalid_chars: Replacement character for invalid/unrecognized characters. Default: space + use_struct_tree: Use PDF structure tree (tagged PDF) for reading order and semantic structure. Output quality depends on tag quality + table_method: Table detection method. Values: default (border-based), cluster (border + cluster). Default: default + reading_order: Reading order algorithm. Values: off, xycut. Default: xycut + markdown_page_separator: Separator between pages in Markdown output. Use %page-number% for page numbers. Default: none + markdown_with_html: Allow HTML tags inside Markdown output for complex structures such as multi-row-span tables. Implies --format markdown. + text_page_separator: Separator between pages in text output. Use %page-number% for page numbers. Default: none + html_page_separator: Separator between pages in HTML output. Use %page-number% for page numbers. Default: none + image_output: Image output mode. Values: off (no images), embedded (Base64 data URIs), external (file references). Default: external + image_format: Output format for extracted images. Values: png, jpeg. Default: png + image_dir: Directory for extracted images (applies only with --image-output external) + pages: Pages to extract (e.g., "1,3,5-7"). Default: all pages + include_header_footer: Include page headers and footers in output + detect_strikethrough: Detect strikethrough text and wrap with ~~ in Markdown output or tag in HTML output (experimental) + hybrid: Hybrid backend (requires a running server). Quick start: pip install "opendataloader-pdf[hybrid]" && opendataloader-pdf-hybrid --port 5002. For remote servers use --hybrid-url. Values: off (default), docling-fast, hancom-ai + hybrid_mode: Hybrid triage mode. Values: auto (default, dynamic triage), full (skip triage, all pages to backend) + hybrid_url: Hybrid backend server URL (overrides default) + hybrid_timeout: Hybrid backend request timeout in milliseconds (0 = no timeout). Default: 0 + hybrid_fallback: Opt in to Java fallback on hybrid backend error (default: disabled) + hybrid_hancom_ai_regionlist_strategy: DLA label 7 (regionlist) handling. Requires --hybrid=hancom-ai. Values: table-first (default; check TSR overlap), list-only (skip TSR, always treat as list) + hybrid_hancom_ai_ocr_strategy: OCR strategy. Requires --hybrid=hancom-ai. Values: off (stream-only), auto (default; stream first, OCR fallback), force (OCR-only) + hybrid_hancom_ai_image_cache: Page image cache backing. Requires --hybrid=hancom-ai. Values: memory (default), disk + to_stdout: Write output to stdout instead of file (single format only) + threads: Number of worker threads for per-page processing. Default: 1 (sequential, stable). Values >1 (experimental) run pages in parallel for faster throughput; output may vary slightly on some PDFs. Capped at the number of available CPU cores. Applies to the native Java pipeline only; ignored in --hybrid mode + """ + args: List[str] = [] + + # Build input paths + if isinstance(input_path, list): + args.extend(input_path) + else: + args.append(input_path) + + if output_dir: + args.extend(["--output-dir", output_dir]) + if password: + args.extend(["--password", password]) + if format: + if isinstance(format, list): + if format: + args.extend(["--format", ",".join(format)]) + else: + args.extend(["--format", format]) + if quiet: + args.append("--quiet") + if content_safety_off: + if isinstance(content_safety_off, list): + if content_safety_off: + args.extend(["--content-safety-off", ",".join(content_safety_off)]) + else: + args.extend(["--content-safety-off", content_safety_off]) + if sanitize: + args.append("--sanitize") + if keep_line_breaks: + args.append("--keep-line-breaks") + if replace_invalid_chars: + args.extend(["--replace-invalid-chars", replace_invalid_chars]) + if use_struct_tree: + args.append("--use-struct-tree") + if table_method: + args.extend(["--table-method", table_method]) + if reading_order: + args.extend(["--reading-order", reading_order]) + if markdown_page_separator: + args.extend(["--markdown-page-separator", markdown_page_separator]) + if markdown_with_html: + args.append("--markdown-with-html") + if text_page_separator: + args.extend(["--text-page-separator", text_page_separator]) + if html_page_separator: + args.extend(["--html-page-separator", html_page_separator]) + if image_output: + args.extend(["--image-output", image_output]) + if image_format: + args.extend(["--image-format", image_format]) + if image_dir: + args.extend(["--image-dir", image_dir]) + if pages: + args.extend(["--pages", pages]) + if include_header_footer: + args.append("--include-header-footer") + if detect_strikethrough: + args.append("--detect-strikethrough") + if hybrid: + args.extend(["--hybrid", hybrid]) + if hybrid_mode: + args.extend(["--hybrid-mode", hybrid_mode]) + if hybrid_url: + args.extend(["--hybrid-url", hybrid_url]) + if hybrid_timeout: + args.extend(["--hybrid-timeout", hybrid_timeout]) + if hybrid_fallback: + args.append("--hybrid-fallback") + if hybrid_hancom_ai_regionlist_strategy: + args.extend(["--hybrid-hancom-ai-regionlist-strategy", hybrid_hancom_ai_regionlist_strategy]) + if hybrid_hancom_ai_ocr_strategy: + args.extend(["--hybrid-hancom-ai-ocr-strategy", hybrid_hancom_ai_ocr_strategy]) + if hybrid_hancom_ai_image_cache: + args.extend(["--hybrid-hancom-ai-image-cache", hybrid_hancom_ai_image_cache]) + if to_stdout: + args.append("--to-stdout") + if threads: + args.extend(["--threads", threads]) + + run_jar(args, quiet) diff --git a/python/opendataloader-pdf/src/opendataloader_pdf/hybrid_server.py b/python/opendataloader-pdf/src/opendataloader_pdf/hybrid_server.py new file mode 100644 index 0000000..73dc0ee --- /dev/null +++ b/python/opendataloader-pdf/src/opendataloader_pdf/hybrid_server.py @@ -0,0 +1,1035 @@ +#!/usr/bin/env python3 +"""Fast docling server using DocumentConverter singleton. + +A lightweight FastAPI server optimized for hybrid PDF processing: +1. Using a single DocumentConverter instance (no per-request initialization) +2. Returns only JSON (DoclingDocument format) - markdown/HTML generated by Java + +Usage: + opendataloader-pdf-hybrid [--port PORT] [--host HOST] [--ocr-lang LANG] + [--force-ocr | --no-ocr] [--ocr-engine ENGINE] [--psm N] + [--device DEVICE] + [--enrich-formula] [--enrich-picture-description] + [--max-file-size MB] + + # Default: http://localhost:5002 + opendataloader-pdf-hybrid + + # Custom port + opendataloader-pdf-hybrid --port 5003 + + # Disable OCR when the PDF already has reliable embedded text (#387) + opendataloader-pdf-hybrid --no-ocr + + # Use Tesseract for a language EasyOCR doesn't support (#439) + opendataloader-pdf-hybrid --ocr-engine tesseract --ocr-lang mal + + # Chinese + English OCR with force full-page OCR + opendataloader-pdf-hybrid --ocr-lang "ch_sim,en" --force-ocr + + # Korean OCR + opendataloader-pdf-hybrid --ocr-lang "ko" + + # Explicitly use Apple Silicon GPU (MPS) + opendataloader-pdf-hybrid --device mps + + # Force CPU-only processing + opendataloader-pdf-hybrid --device cpu + + # With formula enrichment (LaTeX extraction) + opendataloader-pdf-hybrid --enrich-formula + + # With picture description (alt text generation) + opendataloader-pdf-hybrid --enrich-picture-description + + # Combined: OCR + enrichments + opendataloader-pdf-hybrid --ocr-lang "en" --enrich-formula --enrich-picture-description + +API Endpoints: + GET /health - Health check + POST /v1/convert/file - Convert PDF to JSON + +The /v1/convert/file endpoint parameters: + - files: PDF file (multipart/form-data) + - page_ranges: Page range to process (optional) + +Requirements: + Install with hybrid extra: pip install opendataloader-pdf[hybrid] +""" + +import argparse +import asyncio +import logging +import os +import re +import sys +import tempfile +import threading +import time +import traceback + +# Enable docling per-step pipeline profiling (layout, ocr, table_structure, etc.) +# Must be set before docling settings singleton is instantiated. +os.environ.setdefault("DOCLING_DEBUG_PROFILE_PIPELINE_TIMINGS", "true") +from contextlib import asynccontextmanager +from typing import Any, Optional + +logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(levelname)s - %(message)s", +) +logger = logging.getLogger(__name__) + +# Configuration +DEFAULT_HOST = "0.0.0.0" +DEFAULT_PORT = 5002 +MAX_FILE_SIZE = 0 # No file size limit by default (0 = unlimited) +UPLOAD_CHUNK_SIZE = 1024 * 1024 # 1MB chunks for streaming upload + +# OCR engine kinds we filter out from `--ocr-engine` choices. +# `kserve_v2_ocr` requires a separate KServe v2 / Triton inference server, which +# is unsuitable for the local hybrid mode this server is designed for. +# Single source of truth shared by `create_converter`, `main()` argparse, and tests +# to avoid drift between production and test code. +_OCR_ENGINE_DENYLIST = frozenset({"kserve_v2_ocr"}) + + +def _non_negative_int(value: str) -> int: + """Argparse type validator that rejects negative integers.""" + parsed = int(value) + if parsed < 0: + raise argparse.ArgumentTypeError("--max-file-size must be >= 0") + return parsed + + +# Global converter instance (initialized on startup with CLI options) +converter = None + +# Serialize converter.convert() calls. The converter singleton was designed for +# sequential use; this lock keeps that guarantee while allowing the event loop +# to stay responsive via asyncio.to_thread(). +_convert_lock = threading.Lock() + +# Regex matching lone surrogates (U+D800..U+DFFF) and null characters +_INVALID_UNICODE_RE = re.compile(r"[\ud800-\udfff\x00]") + + +def _extract_failed_pages_from_errors(errors: list[str]) -> list[int]: + """Extract failed page numbers from error messages. + + Docling error messages follow the pattern "Page N: " (e.g., + "Page 26: std::bad_alloc") or, when no error description is available, + a bare "Page N" with no colon. Even when docling includes failed pages + in the pages dict as empty entries, the error messages reliably + indicate which pages actually failed. + + Args: + errors: List of error message strings. + + Returns: + Sorted list of 1-indexed page numbers that failed. + """ + failed = set() + page_pattern = re.compile(r"^Page\s+(\d+)(?::|$)") + for msg in errors: + m = page_pattern.match(msg) + if m: + failed.add(int(m.group(1))) + return sorted(failed) + + +def extract_timings(result: Any) -> dict[str, Any]: + """Extract per-step pipeline timings from a Docling ConversionResult. + + Requires DOCLING_DEBUG_PROFILE_PIPELINE_TIMINGS=true (set at module level). + Returns a dict keyed by step name (e.g. "layout", "ocr", "table_structure") + with total_s, avg_s, and count for each step. + """ + timings_out: dict[str, Any] = {} + raw_timings = getattr(result, "timings", None) + if not raw_timings: + return timings_out + for name, item in raw_timings.items(): + try: + timings_out[name] = { + "total_s": round(item.total(), 4), + "avg_s": round(item.avg(), 4) if item.count > 0 else 0.0, + "count": item.count, + } + except Exception: + # Gracefully skip if ProfilingItem API changes + pass + return timings_out + + +def build_conversion_response( + status_value: str, + json_content: dict, + processing_time: float, + errors: list[str], + requested_pages: tuple[int, int] | None, + total_pages: int | None = None, + timings: dict[str, Any] | None = None, +) -> dict: + """Build a structured conversion response with status and failed page info. + + When Docling encounters errors (e.g., std::bad_alloc in PDF preprocessing), + it may still include failed pages as empty entries in the pages dict. + This function combines two strategies to detect failed pages: + 1. Parse page numbers from error messages ("Page N: ") + 2. Detect pages missing from the output pages dict (gap detection) + Both results are merged (union) since each catches a different failure mode. + + Args: + status_value: Docling ConversionStatus value as string (e.g., "success", "partial_success"). + json_content: The exported document dict from Docling. + processing_time: Time taken for conversion in seconds. + errors: List of error message strings from Docling. + requested_pages: Tuple of (start, end) 1-indexed page range, or None for all pages. + total_pages: Total page count of the input document (from Docling InputDocument). + Used to detect boundary page failures when requested_pages is None. + + Returns: + Response dict with status, document, errors, failed_pages, and processing_time. + """ + failed_pages: list[int] = [] + + if status_value == "partial_success": + # Strategy 1: Extract failed pages from error messages (reliable — + # docling may include failed pages as empty entries in the pages dict, + # making gap detection ineffective) + error_failed = set(_extract_failed_pages_from_errors(errors)) + + # Strategy 2: Detect pages missing from the pages dict (catches + # failures that don't produce "Page N:" error messages) + gap_failed: set[int] = set() + pages_dict = json_content.get("pages", {}) + present_pages = set() + for k in pages_dict.keys(): + try: + present_pages.add(int(k)) + except (ValueError, TypeError): + logger.warning("Unexpected non-integer page key in Docling output: %r", k) + + if requested_pages: + expected_pages = set(range(requested_pages[0], requested_pages[1] + 1)) + elif total_pages is not None: + expected_pages = set(range(1, total_pages + 1)) + elif present_pages: + logger.warning( + "No page range or total_pages available; boundary page failures cannot be detected" + ) + expected_pages = set(range(min(present_pages), max(present_pages) + 1)) + else: + expected_pages = set() + + gap_failed = expected_pages - present_pages + + # Union: each strategy catches a different failure mode + failed_pages = sorted(error_failed | gap_failed) + + response: dict[str, Any] = { + "status": status_value, + "document": { + "json_content": json_content, + }, + "processing_time": processing_time, + "errors": errors, + "failed_pages": failed_pages, + } + + if timings: + response["timings"] = timings + + return response + + +def sanitize_unicode(data: Any) -> Any: + """Recursively replace lone surrogates and null characters with U+FFFD. + + Docling OCR can produce lone surrogates (U+D800-U+DFFF) and null characters + from PDFs with malformed font encodings. These pass through json.dumps(ensure_ascii=False) + but fail on .encode('utf-8') in Starlette's JSONResponse.render(), causing + UnicodeEncodeError and a 500 response. + + This mirrors the Java-side TextProcessor.replaceUndefinedCharacters(). + + Args: + data: Arbitrary data structure (dict, list, str, or primitive) from + Docling's export_to_dict() output. + + Returns: + The same structure with problematic characters replaced by U+FFFD. + """ + if isinstance(data, str): + return _INVALID_UNICODE_RE.sub("\ufffd", data) + if isinstance(data, dict): + return {k: sanitize_unicode(v) for k, v in data.items()} + if isinstance(data, list): + return [sanitize_unicode(item) for item in data] + return data + + +def _get_loop_setting() -> str: + """Return the uvicorn event loop setting appropriate for the current platform. + + uvloop is not supported on Windows, so we force 'asyncio' there. + On other platforms, 'auto' lets uvicorn use uvloop if available. + """ + if sys.platform == "win32": + return "asyncio" + return "auto" + + +def _check_dependencies(): + """Check if hybrid dependencies are installed.""" + missing = [] + try: + import uvicorn # noqa: F401 + except ImportError: + missing.append("uvicorn") + try: + import fastapi # noqa: F401 + except ImportError: + missing.append("fastapi") + try: + import docling # noqa: F401 + except ImportError: + missing.append("docling") + + if missing: + raise ImportError( + f"Missing dependencies: {', '.join(missing)}. " + "Install with: pip install opendataloader-pdf[hybrid]" + ) + + +def _check_ocr_engine_available(engine_kind: str) -> tuple[bool, str]: + """Probe runtime prerequisites for the selected OCR engine. + + Called at startup so a missing binary or Python package surfaces before the + first request rather than mid-conversion. Returns (ok, error_message). + + `easyocr` ships with the `[hybrid]` extra and `auto` defers engine choice to + docling at conversion time, so both are treated as always available. Other + engines pull in extra system or Python dependencies that are not declared + in pyproject and must be installed by the user. + """ + import importlib.util + import shutil + + if engine_kind in ("auto", "easyocr"): + return True, "" + + if engine_kind == "tesseract": + # docling's TesseractCliOcrOptions shells out to the `tesseract` binary. + if shutil.which("tesseract") is None: + return False, ( + "OCR engine 'tesseract' selected but the `tesseract` binary was not " + "found on PATH. Install Tesseract for your platform " + "(e.g., `brew install tesseract`, `apt install tesseract-ocr`, " + "`choco install tesseract`) and ensure the language data files for " + "your --ocr-lang are installed (e.g., `tesseract-ocr-mal` for Malayalam)." + ) + return True, "" + + if engine_kind == "tesserocr": + if importlib.util.find_spec("tesserocr") is None: + return False, ( + "OCR engine 'tesserocr' selected but the `tesserocr` Python package " + "is not installed. Install it with `pip install tesserocr` " + "(libtesseract must also be available at runtime; on Windows install " + "a wheel that matches your installed Tesseract major version)." + ) + return True, "" + + if engine_kind == "rapidocr": + # rapidocr's default backend is ONNX Runtime; docling 2.91 imports + # `from rapidocr import EngineType, RapidOCR` and routes through it. + if importlib.util.find_spec("rapidocr") is None: + return False, ( + "OCR engine 'rapidocr' selected but the `rapidocr` Python package " + "is not installed. Install it with `pip install rapidocr onnxruntime`." + ) + if importlib.util.find_spec("onnxruntime") is None: + return False, ( + "OCR engine 'rapidocr' selected but `onnxruntime` is not installed. " + "rapidocr's default backend requires it. Install with " + "`pip install onnxruntime` (or, for GPU, `pip install onnxruntime-gpu`)." + ) + return True, "" + + if engine_kind == "ocrmac": + if sys.platform != "darwin": + return False, ( + "OCR engine 'ocrmac' selected but this is not macOS " + f"(platform={sys.platform!r}). The ocrmac engine uses Apple's Vision " + "framework and only runs on macOS." + ) + if importlib.util.find_spec("ocrmac") is None: + return False, ( + "OCR engine 'ocrmac' selected but the `ocrmac` Python package " + "is not installed. Install it with `pip install ocrmac`." + ) + return True, "" + + # Unknown engine kind — fail closed. argparse `choices` filters the CLI + # surface, so this branch is reachable via direct programmatic calls or + # when docling registers a new engine kind we haven't added a probe for. + # Falling through to True would silently green-light unverified engines + # and defer the failure to the first conversion request. + return False, ( + f"OCR engine {engine_kind!r} is not recognized by the availability " + "probe. Add a probe branch for this engine kind in " + "`_check_ocr_engine_available()`." + ) + + +def create_converter( + force_full_page_ocr: bool = False, + disable_ocr: bool = False, + ocr_engine: str = "easyocr", + psm: int | None = None, + ocr_lang: list[str] | None = None, + enrich_formula: bool = False, + enrich_picture_description: bool = False, + picture_description_prompt: str | None = None, + device: str = "auto", +): + """Create a DocumentConverter with the specified options. + + Args: + force_full_page_ocr: If True, force OCR on all pages regardless of text content. + If False (default), OCR only where needed. + disable_ocr: If True, disable OCR entirely (do_ocr=False). Useful when input PDFs + already have reliable embedded text — prevents duplicate text extraction + from images (charts, diagrams, screenshots). Mutually exclusive with + force_full_page_ocr at the CLI level. + ocr_engine: OCR engine kind to use. Engine availability is delegated to docling's + factory (`get_ocr_factory`). Each engine has its own license, language + coverage, and accuracy characteristics; this project does not validate + engine accuracy. Default: "easyocr" (preserves prior behavior). + psm: Tesseract Page Segmentation Mode. Only applied when ocr_engine is + "tesseract" or "tesserocr". Ignored otherwise. Range and semantics + are owned by Tesseract / docling; see `tesseract --help-extra`. + ocr_lang: List of OCR language codes. The code system depends on the chosen engine + (EasyOCR uses 'ko,en', Tesseract uses 'kor,eng', RapidOCR uses + 'english,chinese', ocrmac uses 'en-US'). If None, the engine's default + languages are used. + enrich_formula: If True, enable formula enrichment (LaTeX extraction). + enrich_picture_description: If True, enable picture description (alt text generation). + picture_description_prompt: Custom prompt forwarded to the VLM. If None or blank/whitespace-only, docling's default prompt is used. + device: Accelerator device for model inference. Options: "auto", "cpu", "cuda", "mps", "xpu". + "auto" lets Docling select the best available device. Default: "auto". + """ + from docling.datamodel.accelerator_options import AcceleratorOptions + from docling.datamodel.base_models import InputFormat + from docling.datamodel.pipeline_options import ( + AcceleratorOptions, + PdfPipelineOptions, + PictureDescriptionVlmOptions, + TableFormerMode, + TableStructureOptions, + TesseractCliOcrOptions, + TesseractOcrOptions, + ) + from docling.document_converter import DocumentConverter, PdfFormatOption + from docling.models.factories import get_ocr_factory + + # Delegate engine selection to docling's factory. We block external plugins for + # security/reproducibility; the module-level _OCR_ENGINE_DENYLIST filters + # engines unsuitable for hybrid local mode (e.g., remote inference servers). + ocr_factory = get_ocr_factory(allow_external_plugins=False) + if ocr_engine in _OCR_ENGINE_DENYLIST: + # Programmatic callers (importing this module) bypass argparse `choices`, + # so enforce the denylist here too. Without this, the module-level claim + # that `_OCR_ENGINE_DENYLIST` is shared across CLI and create_converter + # would only be true at the CLI layer. + available = sorted(set(ocr_factory.registered_kind) - _OCR_ENGINE_DENYLIST) + raise ValueError( + f"OCR engine '{ocr_engine}' is not supported in hybrid local mode " + f"(filtered by _OCR_ENGINE_DENYLIST). Available engines: {available}" + ) + try: + ocr_options = ocr_factory.create_options( + kind=ocr_engine, + force_full_page_ocr=force_full_page_ocr, + ) + except RuntimeError as e: + # Library-friendly error type so programmatic callers can catch and retry + # with a different engine. main() relies on argparse `choices` to gate + # invalid CLI input, so this branch is reached only via direct calls. + available = sorted(set(ocr_factory.registered_kind) - _OCR_ENGINE_DENYLIST) + raise ValueError( + f"Unknown ocr_engine '{ocr_engine}': {e}\nAvailable engines: {available}" + ) from e + + if ocr_lang: + ocr_options.lang = ocr_lang + + # Tesseract-only: Page Segmentation Mode + if psm is not None and isinstance( + ocr_options, (TesseractOcrOptions, TesseractCliOcrOptions) + ): + ocr_options.psm = psm + + # Configure picture description options with custom prompt. + # When picture_description_prompt is None or blank, omit the field so + # docling's built-in default prompt is used. A blank string would otherwise + # silently produce empty-prompt output — same class of silent-flag bug + # as PDFDLOSP-20 reported. + picture_description_options = None + if enrich_picture_description: + vlm_kwargs: dict[str, Any] = { + "repo_id": "HuggingFaceTB/SmolVLM-256M-Instruct", + } + if picture_description_prompt and picture_description_prompt.strip(): + vlm_kwargs["prompt"] = picture_description_prompt + picture_description_options = PictureDescriptionVlmOptions(**vlm_kwargs) + + pipeline_kwargs = { + "do_ocr": not disable_ocr, + "do_table_structure": True, + "ocr_options": ocr_options, + "table_structure_options": TableStructureOptions(mode=TableFormerMode.ACCURATE), + "do_formula_enrichment": enrich_formula, + "do_picture_description": enrich_picture_description, + "generate_picture_images": enrich_picture_description, + "accelerator_options": AcceleratorOptions(device=device), + } + if picture_description_options is not None: + pipeline_kwargs["picture_description_options"] = picture_description_options + + if device != "auto": + pipeline_kwargs["accelerator_options"] = AcceleratorOptions(device=device) + + pipeline_options = PdfPipelineOptions(**pipeline_kwargs) + + return DocumentConverter( + format_options={ + InputFormat.PDF: PdfFormatOption(pipeline_options=pipeline_options) + } + ) + + +def create_app( + force_ocr: bool = False, + disable_ocr: bool = False, + ocr_engine: str = "easyocr", + psm: int | None = None, + ocr_lang: list[str] | None = None, + enrich_formula: bool = False, + enrich_picture_description: bool = False, + picture_description_prompt: str | None = None, + max_file_size: int = MAX_FILE_SIZE, + device: str = "auto", +): + """Create and configure the FastAPI application. + + Args: + force_ocr: If True, force full-page OCR on all pages. + disable_ocr: If True, disable OCR entirely. Mutually exclusive with force_ocr at CLI. + ocr_engine: OCR engine kind (delegated to docling's get_ocr_factory). Default: "easyocr". + psm: Tesseract Page Segmentation Mode. Only applied for Tesseract engines. + ocr_lang: List of OCR language codes (engine-specific format). + enrich_formula: If True, enable formula enrichment (LaTeX extraction). + enrich_picture_description: If True, enable picture description (alt text generation). + picture_description_prompt: Custom prompt forwarded to the VLM. If None or blank/whitespace-only, docling's default prompt is used. + max_file_size: Maximum file size in bytes. 0 means no limit (default). + device: Accelerator device for model inference ("auto", "cpu", "cuda", "mps", "xpu"). + """ + from fastapi import FastAPI, File, Form, UploadFile + from fastapi.responses import JSONResponse + + # Profile converters: initialized lazily on first /v1/profile/file request + profile_converters: dict[str, Any] = {} + + @asynccontextmanager + async def lifespan(_app: FastAPI): + """Lifespan context manager for startup and shutdown events.""" + global converter + lang_str = ",".join(ocr_lang) if ocr_lang else "default" + enrichments = [] + if enrich_formula: + enrichments.append("formula") + if enrich_picture_description: + enrichments.append("picture-description") + enrichment_str = ",".join(enrichments) if enrichments else "none" + logger.info( + f"Initializing DocumentConverter " + f"(do_ocr={not disable_ocr}, ocr_engine={ocr_engine}, force_ocr={force_ocr}, " + f"lang={lang_str}, enrichments={enrichment_str}, device={device})..." + ) + start = time.perf_counter() + + converter = create_converter( + force_full_page_ocr=force_ocr, + disable_ocr=disable_ocr, + ocr_engine=ocr_engine, + psm=psm, + ocr_lang=ocr_lang, + enrich_formula=enrich_formula, + enrich_picture_description=enrich_picture_description, + picture_description_prompt=picture_description_prompt, + device=device, + ) + + elapsed = time.perf_counter() - start + logger.info(f"DocumentConverter initialized in {elapsed:.2f}s") + yield + # Cleanup on shutdown (if needed) + + app = FastAPI( + title="Docling Fast Server", + description="Fast PDF conversion using docling SDK with singleton pattern", + version="1.0.0", + lifespan=lifespan, + ) + + @app.get("/health") + def health(): + """Health check endpoint.""" + return {"status": "ok"} + + @app.post("/v1/convert/file") + async def convert_file( + files: UploadFile = File(...), + page_ranges: Optional[str] = Form(default=None), + ): + """Convert PDF file to JSON (DoclingDocument format). + + Only JSON output is provided - markdown and HTML are generated by + Java processors for consistent reading order application. + + Args: + files: The PDF file to convert + page_ranges: Page range string "start-end" (e.g., "1-5") (optional) + + Returns: + JSON response with document content. + """ + global converter + + if converter is None: + return JSONResponse( + {"status": "failure", "errors": ["Server not initialized"]}, + status_code=503, + ) + + # Parse page_ranges string to tuple + page_range_tuple = None + if page_ranges: + try: + parts = page_ranges.split("-") + if len(parts) == 2: + page_range_tuple = (int(parts[0]), int(parts[1])) + except ValueError: + pass + + # Stream upload to temp file and enforce size incrementally + tmp_path = None + total_size = 0 + with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as tmp: + tmp_path = tmp.name + while True: + chunk = await files.read(UPLOAD_CHUNK_SIZE) + if not chunk: + break + total_size += len(chunk) + if max_file_size > 0 and total_size > max_file_size: + tmp.close() + os.unlink(tmp_path) + return JSONResponse( + { + "status": "failure", + "errors": [f"File size exceeds maximum allowed ({max_file_size // (1024*1024)}MB)"], + }, + status_code=413, + ) + tmp.write(chunk) + + try: + def _do_convert(): + with _convert_lock: + t0 = time.perf_counter() + if page_range_tuple: + res = converter.convert(tmp_path, page_range=page_range_tuple) + else: + res = converter.convert(tmp_path) + return res, time.perf_counter() - t0 + + result, processing_time = await asyncio.to_thread(_do_convert) + + # Export to JSON (DoclingDocument format) + json_content = result.document.export_to_dict() + + # Sanitize lone surrogates and null chars from OCR output to prevent + # UnicodeEncodeError in Starlette's JSONResponse.render() + json_content = sanitize_unicode(json_content) + + # Extract status and errors from Docling ConversionResult + from docling.datamodel.base_models import ConversionStatus + + status_value = result.status.value if hasattr(result.status, "value") else str(result.status) + errors = [getattr(e, "error_message", str(e)) for e in result.errors] if result.errors else [] + + # Get total page count for accurate failed-page detection + input_page_count = getattr(result.input, "page_count", None) if result.input else None + + if result.status == ConversionStatus.PARTIAL_SUCCESS: + logger.warning( + "Docling returned partial_success: %d error(s), failed_pages will be reported", + len(errors), + ) + + # Extract per-step pipeline timings (layout, ocr, table_structure, etc.) + step_timings = extract_timings(result) + + response = build_conversion_response( + status_value=status_value, + json_content=json_content, + processing_time=processing_time, + errors=errors, + requested_pages=page_range_tuple, + total_pages=input_page_count, + timings=step_timings, + ) + + return JSONResponse(response) + + except Exception as e: + logger.error(f"PDF conversion failed: {e}\n{traceback.format_exc()}") + return JSONResponse( + { + "status": "failure", + "errors": ["PDF conversion failed. Check server logs for details."], + }, + status_code=500, + ) + finally: + if tmp_path and os.path.exists(tmp_path): + os.unlink(tmp_path) + + def _ensure_profile_converters(): + """Lazily initialize profile converters on first use.""" + if profile_converters: + return + profiles = { + "base": dict(enrich_formula=False, enrich_picture_description=False), + "picture": dict(enrich_formula=False, enrich_picture_description=True), + "formula": dict(enrich_formula=True, enrich_picture_description=False), + } + for name, opts in profiles.items(): + logger.info(f"Initializing profile converter: {name} ({opts})") + t0 = time.perf_counter() + profile_converters[name] = create_converter( + force_full_page_ocr=force_ocr, + disable_ocr=disable_ocr, + ocr_engine=ocr_engine, + psm=psm, + ocr_lang=ocr_lang, + picture_description_prompt=picture_description_prompt, + device=device, + **opts, + ) + logger.info(f" {name} initialized in {time.perf_counter() - t0:.2f}s") + + @app.post("/v1/profile/file") + async def profile_file( + files: UploadFile = File(...), + ): + """Run the same PDF through base / +picture / +picture+formula converters. + + Returns per-profile timings for cost comparison. + """ + _ensure_profile_converters() + + # Stream upload to temp file + tmp_path = None + with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as tmp: + tmp_path = tmp.name + while True: + chunk = await files.read(UPLOAD_CHUNK_SIZE) + if not chunk: + break + tmp.write(chunk) + + try: + results = {} + for profile_name, conv in profile_converters.items(): + def _run(c=conv): + with _convert_lock: + t0 = time.perf_counter() + res = c.convert(tmp_path) + return res, time.perf_counter() - t0 + + result, wall_time = await asyncio.to_thread(_run) + timings = extract_timings(result) + + # Count pictures and formulas + json_content = result.document.export_to_dict() + pictures = json_content.get("pictures", []) + pics_total = len(pictures) + pics_described = sum( + 1 for p in pictures + if p.get("captions") or p.get("annotations") + ) + texts = json_content.get("texts", []) + formulas_total = sum(1 for t in texts if t.get("label") == "formula") + tables_total = len(json_content.get("tables", [])) + + results[profile_name] = { + "wall_time_s": round(wall_time, 3), + "timings": timings, + "pictures": { + "total": pics_total, + "with_description": pics_described, + }, + "formulas": formulas_total, + "tables": tables_total, + } + + return JSONResponse({"status": "success", "profiles": results}) + + except Exception as e: + logger.error(f"Profile failed: {e}\n{traceback.format_exc()}") + return JSONResponse( + {"status": "failure", "errors": ["Internal server error"]}, + status_code=500, + ) + finally: + if tmp_path and os.path.exists(tmp_path): + os.unlink(tmp_path) + + return app + + +def main(): + """Run the server.""" + _check_dependencies() + import uvicorn + + parser = argparse.ArgumentParser(description="Docling Fast Server for opendataloader-pdf") + parser.add_argument( + "--host", + default=DEFAULT_HOST, + help=f"Host to bind to (default: {DEFAULT_HOST})", + ) + parser.add_argument( + "--port", + type=int, + default=DEFAULT_PORT, + help=f"Port to bind to (default: {DEFAULT_PORT})", + ) + parser.add_argument( + "--log-level", + default="info", + choices=["debug", "info", "warning", "error"], + help="Log level (default: info)", + ) + # OCR mode: --force-ocr and --no-ocr are mutually exclusive (opposite intents) + ocr_mode_group = parser.add_mutually_exclusive_group() + ocr_mode_group.add_argument( + "--force-ocr", + action="store_true", + help="Force full-page OCR on all pages, even pages with embedded text. " + "Use for scanned PDFs where embedded text is unreliable. " + "Mutually exclusive with --no-ocr.", + ) + ocr_mode_group.add_argument( + "--no-ocr", + action="store_true", + # ASCII only: argparse --help crashes with UnicodeEncodeError on + # non-UTF-8 consoles (e.g. cp949 on Korean Windows) if help text + # contains characters the locale codec cannot encode. + help="Disable OCR entirely. Use when input PDFs already have reliable embedded text - " + "prevents duplicate text extraction from images (charts, diagrams, screenshots). " + "Mutually exclusive with --force-ocr.", + ) + + # Engine selection — delegated to docling's factory. + # Choices are computed at parse time; the module-level _OCR_ENGINE_DENYLIST + # filters engines unsuitable for hybrid local mode (single source of truth + # shared with create_converter and tests). + try: + from docling.models.factories import get_ocr_factory as _get_ocr_factory + _ocr_engine_choices = sorted( + set(_get_ocr_factory(allow_external_plugins=False).registered_kind) + - _OCR_ENGINE_DENYLIST + ) + except ImportError: + _ocr_engine_choices = ["easyocr"] + parser.add_argument( + "--ocr-engine", + type=str, + default="easyocr", + choices=_ocr_engine_choices, + help=f"OCR engine. Available: {', '.join(_ocr_engine_choices)}. " + "Use 'auto' for engine auto-selection per page (delegates the choice to docling). " + "Each engine has its own license, language coverage, and accuracy characteristics; " + "this server does not validate engine accuracy. " + "Default: easyocr (preserves prior behavior).", + ) + parser.add_argument( + "--psm", + type=int, + default=None, + help="Tesseract Page Segmentation Mode. Applied only when --ocr-engine is " + "'tesseract' or 'tesserocr'; ignored for other engines. See " + "`tesseract --help-extra` for valid values.", + ) + parser.add_argument( + "--ocr-lang", + type=str, + default=None, + help="OCR languages (comma-separated). Code system depends on --ocr-engine: " + "EasyOCR uses ISO 639-1 ('ko,en'), Tesseract uses ISO 639-2 ('kor,eng'), " + "RapidOCR uses 'english,chinese', ocrmac uses BCP-47 ('en-US'). " + "If omitted, the engine's default languages are used.", + ) + parser.add_argument( + "--enrich-formula", + action="store_true", + default=False, + help="Enable formula enrichment model (LaTeX extraction)", + ) + parser.add_argument( + "--no-enrich-formula", + action="store_false", + dest="enrich_formula", + ) + parser.add_argument( + "--enrich-picture-description", + action="store_true", + default=False, + help="Enable picture description model (alt text generation using SmolVLM)", + ) + parser.add_argument( + "--no-enrich-picture-description", + action="store_false", + dest="enrich_picture_description", + ) + parser.add_argument( + "--picture-description-prompt", + type=str, + default=None, + help="Custom prompt for picture description. If unset or blank/whitespace-only, uses docling's default prompt.", + ) + parser.add_argument( + "--max-file-size", + type=_non_negative_int, + default=MAX_FILE_SIZE, + help="Maximum upload file size in MB. 0 means no limit (default: 0).", + ) + parser.add_argument( + "--device", + type=str, + default="auto", + choices=["auto", "cpu", "cuda", "mps", "xpu"], + help="Accelerator device for model inference: auto (default), cpu, cuda, mps (Apple Silicon), xpu (Intel GPU).", + ) + args = parser.parse_args() + + # Parse ocr_lang + ocr_lang = None + if args.ocr_lang: + ocr_lang = [lang.strip() for lang in args.ocr_lang.split(",") if lang.strip()] + + # Warn when --no-ocr makes other OCR flags inert. We let it through (rather + # than failing) because the combination is unambiguous — OCR is off — but + # silently dropping user-supplied flags is unfriendly. + if args.no_ocr: + # argparse cannot distinguish explicit `--ocr-engine easyocr` from the + # implicit default; peek at argv so an explicitly-typed default value + # is still treated as a user-supplied (inert) flag and reported. + argv = sys.argv[1:] + ocr_engine_explicit = any( + t == "--ocr-engine" or t.startswith("--ocr-engine=") for t in argv + ) + ignored = [] + if ocr_engine_explicit: + ignored.append(f"--ocr-engine {args.ocr_engine}") + if ocr_lang: + ignored.append(f"--ocr-lang {args.ocr_lang}") + if args.psm is not None: + ignored.append(f"--psm {args.psm}") + if ignored: + logger.warning( + "OCR is disabled (--no-ocr); the following flag(s) will have no " + "effect: %s", + ", ".join(ignored), + ) + + # Probe engine availability at startup (only when OCR is on). A missing + # `tesseract` binary or Python package surfaces here as a clear, actionable + # error rather than as a deferred runtime exception during the first request. + if not args.no_ocr: + ok, err = _check_ocr_engine_available(args.ocr_engine) + if not ok: + logger.error(err) + sys.exit(2) + + # Build enrichment log message + enrichments = [] + if args.enrich_formula: + enrichments.append("formula") + if args.enrich_picture_description: + enrichments.append("picture-description") + + # Log accelerator detection + try: + import torch + if torch.cuda.is_available(): + gpu_name = torch.cuda.get_device_name(0) + cuda_version = torch.version.cuda + logger.info(f"Accelerator: CUDA - {gpu_name} (CUDA {cuda_version})") + elif hasattr(torch.backends, "mps") and torch.backends.mps.is_available(): + logger.info("Accelerator: MPS (Apple Silicon)") + elif hasattr(torch, "xpu") and torch.xpu.is_available(): + logger.info("Accelerator: XPU (Intel GPU)") + else: + logger.info("Accelerator: CPU (no GPU detected)") + except ImportError: + logger.info("Accelerator: CPU (PyTorch not installed)") + if args.device != "auto": + logger.info(f"Device override: --device {args.device}") + + # Convert MB to bytes (0 stays 0 = unlimited) + max_file_size_bytes = args.max_file_size * 1024 * 1024 if args.max_file_size > 0 else 0 + + logger.info(f"Starting Docling Fast Server on http://{args.host}:{args.port}") + psm_str = f", psm={args.psm}" if args.psm is not None else "" + logger.info( + f"OCR settings: do_ocr={not args.no_ocr}, ocr_engine={args.ocr_engine}, " + f"force_ocr={args.force_ocr}, lang={ocr_lang or 'default'}{psm_str}" + ) + if max_file_size_bytes > 0: + logger.info(f"Max file size: {args.max_file_size}MB") + else: + logger.info("Max file size: unlimited") + if enrichments: + logger.info(f"Enrichments enabled: {', '.join(enrichments)}") + + app = create_app( + force_ocr=args.force_ocr, + disable_ocr=args.no_ocr, + ocr_engine=args.ocr_engine, + psm=args.psm, + ocr_lang=ocr_lang, + enrich_formula=args.enrich_formula, + enrich_picture_description=args.enrich_picture_description, + picture_description_prompt=args.picture_description_prompt, + max_file_size=max_file_size_bytes, + device=args.device, + ) + uvicorn.run( + app, + host=args.host, + port=args.port, + log_level=args.log_level, + loop=_get_loop_setting(), + ) + + +if __name__ == "__main__": + main() diff --git a/python/opendataloader-pdf/src/opendataloader_pdf/runner.py b/python/opendataloader-pdf/src/opendataloader_pdf/runner.py new file mode 100644 index 0000000..13f515b --- /dev/null +++ b/python/opendataloader-pdf/src/opendataloader_pdf/runner.py @@ -0,0 +1,103 @@ +""" +Low-level JAR runner for opendataloader-pdf. +""" +import subprocess +import sys +import importlib.resources as resources +from typing import List + +# The consistent name of the JAR file bundled with the package +_JAR_NAME = "opendataloader-pdf-cli.jar" + + +def run_jar(args: List[str], quiet: bool = False) -> str: + """Run the opendataloader-pdf JAR with the given arguments.""" + try: + # Access the embedded JAR inside the package + jar_ref = resources.files("opendataloader_pdf").joinpath("jar", _JAR_NAME) + with resources.as_file(jar_ref) as jar_path: + # Force headless AWT so macOS doesn't surface a Dock icon (and + # steal focus) every time the JVM touches ImageIO/PDFBox + # rendering. Safe on all OSes — the CLI never opens a UI window, + # only manipulates BufferedImages. + command = [ + "java", + "-Djava.awt.headless=true", + "-Dapple.awt.UIElement=true", + "-jar", + str(jar_path), + *args, + ] + + if quiet: + # Quiet mode → suppress the JAR's log stream (stderr) but + # relay its stdout to the caller: --to-stdout content and the + # folder summary line arrive on stdout, and swallowing them + # breaks pipe consumers (`... --quiet --to-stdout | jq`). + result = subprocess.run( + command, + stdout=subprocess.PIPE, + stderr=subprocess.PIPE, + text=True, + check=True, + encoding="utf-8", + errors="replace", + ) + if result.stdout: + if hasattr(sys.stdout, "buffer"): + sys.stdout.buffer.write( + result.stdout.encode("utf-8", errors="replace") + ) + sys.stdout.buffer.flush() + else: + sys.stdout.write(result.stdout) + return result.stdout + + # Streaming mode → live output + with subprocess.Popen( + command, + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT, + text=True, + encoding="utf-8", + errors="replace", + ) as process: + output_lines: List[str] = [] + for line in process.stdout: + if hasattr(sys.stdout, "buffer"): + sys.stdout.buffer.write(line.encode("utf-8", errors="replace")) + sys.stdout.buffer.flush() + else: + sys.stdout.write(line) + output_lines.append(line) + + return_code = process.wait() + captured_output = "".join(output_lines) + + if return_code: + raise subprocess.CalledProcessError( + return_code, command, output=captured_output + ) + return captured_output + + except FileNotFoundError: + print( + "Error: 'java' command not found. Please ensure Java is installed and in your system's PATH.", + file=sys.stderr, + ) + raise + + except subprocess.CalledProcessError as error: + print("Error running opendataloader-pdf CLI.", file=sys.stderr) + print(f"Return code: {error.returncode}", file=sys.stderr) + # Streaming mode already wrote the JAR's output live to stdout, so + # re-printing the captured copy would duplicate it. Only surface the + # captured streams in quiet mode, where the caller has not seen them. + # Note: CalledProcessError.output and .stdout are aliases for the same + # attribute — printing both produces the same content twice. + if quiet: + if error.stdout: + print(f"Stdout: {error.stdout}", file=sys.stderr) + if error.stderr: + print(f"Stderr: {error.stderr}", file=sys.stderr) + raise diff --git a/python/opendataloader-pdf/src/opendataloader_pdf/wrapper.py b/python/opendataloader-pdf/src/opendataloader_pdf/wrapper.py new file mode 100644 index 0000000..9210754 --- /dev/null +++ b/python/opendataloader-pdf/src/opendataloader_pdf/wrapper.py @@ -0,0 +1,117 @@ +import argparse +import subprocess +import sys +import warnings +from typing import List, Optional + +from .cli_options_generated import add_options_to_parser +from .convert_generated import convert +from .runner import run_jar + +# Re-export for backward compatibility +__all__ = ["convert", "run", "run_jar", "main"] + + +# Deprecated : Use `convert()` instead. This function will be removed in a future version. +def run( + input_path: str, + output_folder: Optional[str] = None, + password: Optional[str] = None, + replace_invalid_chars: Optional[str] = None, + generate_markdown: bool = False, + generate_html: bool = False, + generate_annotated_pdf: bool = False, + keep_line_breaks: bool = False, + content_safety_off: Optional[str] = None, + html_in_markdown: bool = False, + add_image_to_markdown: bool = False, + no_json: bool = False, + debug: bool = False, + use_struct_tree: bool = False, +): + """ + Runs the opendataloader-pdf with the given arguments. + + .. deprecated:: + Use :func:`convert` instead. This function will be removed in a future version. + + Args: + input_path: Path to the input PDF file or folder. + output_folder: Path to the output folder. Defaults to the input folder. + password: Password for the PDF file. + replace_invalid_chars: Character to replace invalid or unrecognized characters (e.g., , \\u0000) with. + generate_markdown: If True, generates a Markdown output file. + generate_html: If True, generates an HTML output file. + generate_annotated_pdf: If True, generates an annotated PDF output file. + keep_line_breaks: If True, keeps line breaks in the output. + html_in_markdown: If True, uses HTML in the Markdown output. + add_image_to_markdown: If True, adds images to the Markdown output. + no_json: If True, disable the JSON output. + debug: If True, prints all messages from the CLI to the console during execution. + use_struct_tree: If True, enable processing structure tree (disabled by default) + + Raises: + FileNotFoundError: If the 'java' command is not found or input_path is invalid. + subprocess.CalledProcessError: If the CLI tool returns a non-zero exit code. + """ + warnings.warn( + "run() is deprecated and will be removed in a future version. Use convert() instead.", + DeprecationWarning, + stacklevel=2, + ) + + # Build format list based on legacy boolean options + formats: List[str] = [] + if not no_json: + formats.append("json") + if generate_markdown: + if add_image_to_markdown: + formats.append("markdown-with-images") + elif html_in_markdown: + formats.append("markdown-with-html") + else: + formats.append("markdown") + if generate_html: + formats.append("html") + if generate_annotated_pdf: + formats.append("pdf") + + convert( + input_path=input_path, + output_dir=output_folder, + password=password, + replace_invalid_chars=replace_invalid_chars, + keep_line_breaks=keep_line_breaks, + content_safety_off=content_safety_off, + use_struct_tree=use_struct_tree, + format=formats if formats else None, + quiet=not debug, + ) + + +def main(argv=None) -> int: + """CLI entry point for running the wrapper from the command line.""" + parser = argparse.ArgumentParser( + description="Run the opendataloader-pdf CLI using the bundled JAR." + ) + parser.add_argument( + "input_path", nargs="+", help="Path to the input PDF file or directory." + ) + + # Register CLI options from auto-generated module + add_options_to_parser(parser) + + args = parser.parse_args(argv) + + try: + convert(**vars(args)) + return 0 + except FileNotFoundError as err: + print(err, file=sys.stderr) + return 1 + except subprocess.CalledProcessError as err: + return err.returncode or 1 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/python/opendataloader-pdf/tests/conftest.py b/python/opendataloader-pdf/tests/conftest.py new file mode 100644 index 0000000..bc9d196 --- /dev/null +++ b/python/opendataloader-pdf/tests/conftest.py @@ -0,0 +1,23 @@ +import shutil +from pathlib import Path + +import pytest + + +@pytest.fixture +def input_pdf(): + return Path(__file__).resolve().parents[3] / "samples" / "pdf" / "1901.03003.pdf" + + +@pytest.fixture +def output_dir(): + path = ( + Path(__file__).resolve().parents[3] + / "python" + / "opendataloader-pdf" + / "tests" + / "temp" + ) + path.mkdir(exist_ok=True) + yield path + shutil.rmtree(path, ignore_errors=True) diff --git a/python/opendataloader-pdf/tests/test_cli_options.py b/python/opendataloader-pdf/tests/test_cli_options.py new file mode 100644 index 0000000..ec5d367 --- /dev/null +++ b/python/opendataloader-pdf/tests/test_cli_options.py @@ -0,0 +1,142 @@ +"""Unit tests for auto-generated cli_options module""" + +import pytest +from opendataloader_pdf.cli_options_generated import CLI_OPTIONS, add_options_to_parser + + +class TestCLIOptions: + """Tests for CLI_OPTIONS metadata list""" + + def test_cli_options_is_list(self): + """CLI_OPTIONS should be a list""" + assert isinstance(CLI_OPTIONS, list) + + def test_cli_options_not_empty(self): + """CLI_OPTIONS should not be empty""" + assert len(CLI_OPTIONS) > 0 + + def test_each_option_has_required_fields(self): + """Each option should have all required fields""" + required_fields = [ + "name", + "python_name", + "short_name", + "type", + "required", + "default", + "description", + ] + for opt in CLI_OPTIONS: + for field in required_fields: + assert field in opt, f"Option {opt.get('name', 'unknown')} missing field: {field}" + + def test_option_types_are_valid(self): + """Option types should be 'string' or 'boolean'""" + valid_types = {"string", "boolean"} + for opt in CLI_OPTIONS: + assert opt["type"] in valid_types, f"Invalid type for {opt['name']}: {opt['type']}" + + def test_python_name_is_snake_case(self): + """Python names should be snake_case (no hyphens)""" + for opt in CLI_OPTIONS: + assert "-" not in opt["python_name"], f"Python name should not contain hyphen: {opt['python_name']}" + + def test_known_options_exist(self): + """Known options should exist in the list""" + option_names = {opt["name"] for opt in CLI_OPTIONS} + expected_options = { + "output-dir", + "password", + "format", + "quiet", + "content-safety-off", + "keep-line-breaks", + "image-output", + "image-format", + } + for expected in expected_options: + assert expected in option_names, f"Expected option not found: {expected}" + + def test_sanitize_option_exists(self): + option_names = [opt["name"] for opt in CLI_OPTIONS] + assert "sanitize" in option_names + sanitize_opt = next(opt for opt in CLI_OPTIONS if opt["name"] == "sanitize") + assert sanitize_opt["type"] == "boolean" + assert sanitize_opt["default"] == False + + + +class TestAddOptionsToParser: + """Tests for add_options_to_parser function""" + + def test_adds_all_options(self): + """Should add all options to argparse parser""" + import argparse + + parser = argparse.ArgumentParser() + add_options_to_parser(parser) + + # Parse empty args to get defaults + args = parser.parse_args([]) + + # Check that all options are added + for opt in CLI_OPTIONS: + python_name = opt["python_name"] + assert hasattr(args, python_name.replace("-", "_")), f"Option {python_name} not added to parser" + + def test_boolean_options_default_to_false(self): + """Boolean options should default to False""" + import argparse + + parser = argparse.ArgumentParser() + add_options_to_parser(parser) + args = parser.parse_args([]) + + for opt in CLI_OPTIONS: + if opt["type"] == "boolean": + python_name = opt["python_name"].replace("-", "_") + assert getattr(args, python_name) is False, f"Boolean option {python_name} should default to False" + + def test_string_options_default_to_none(self): + """String options should default to None""" + import argparse + + parser = argparse.ArgumentParser() + add_options_to_parser(parser) + args = parser.parse_args([]) + + for opt in CLI_OPTIONS: + if opt["type"] == "string": + python_name = opt["python_name"].replace("-", "_") + assert getattr(args, python_name) is None, f"String option {python_name} should default to None" + + def test_short_options_work(self): + """Short option flags should work""" + import argparse + + parser = argparse.ArgumentParser() + add_options_to_parser(parser) + + # Test with -o (short for --output-dir) + args = parser.parse_args(["-o", "/output"]) + assert args.output_dir == "/output" + + # Test with -f (short for --format) + args = parser.parse_args(["-f", "json"]) + assert args.format == "json" + + # Test with -q (short for --quiet) + args = parser.parse_args(["-q"]) + assert args.quiet is True + + def test_long_options_work(self): + """Long option flags should work""" + import argparse + + parser = argparse.ArgumentParser() + add_options_to_parser(parser) + + args = parser.parse_args(["--output-dir", "/output", "--format", "json,markdown", "--quiet"]) + assert args.output_dir == "/output" + assert args.format == "json,markdown" + assert args.quiet is True diff --git a/python/opendataloader-pdf/tests/test_convert_integration.py b/python/opendataloader-pdf/tests/test_convert_integration.py new file mode 100644 index 0000000..83c4d0f --- /dev/null +++ b/python/opendataloader-pdf/tests/test_convert_integration.py @@ -0,0 +1,16 @@ +"""Integration tests that actually run the JAR (slow)""" + +import opendataloader_pdf + + +def test_convert_generates_output(input_pdf, output_dir): + """Verify that convert() actually generates output files""" + opendataloader_pdf.convert( + input_path=str(input_pdf), + output_dir=str(output_dir), + format="json", + quiet=True, + ) + output = output_dir / "1901.03003.json" + assert output.exists(), f"Output file not found at {output}" + assert output.stat().st_size > 0, "Output file is empty" diff --git a/python/opendataloader-pdf/tests/test_hybrid_server.py b/python/opendataloader-pdf/tests/test_hybrid_server.py new file mode 100644 index 0000000..f082791 --- /dev/null +++ b/python/opendataloader-pdf/tests/test_hybrid_server.py @@ -0,0 +1,91 @@ +"""Tests for hybrid_server.""" + +import logging +import sys +from unittest.mock import MagicMock, patch + + +def test_gpu_detected_logging(caplog): + """GPU detection should log GPU name and CUDA version when available.""" + mock_torch = MagicMock() + mock_torch.cuda.is_available.return_value = True + mock_torch.cuda.get_device_name.return_value = "NVIDIA A100" + mock_torch.version.cuda = "12.1" + + with patch.dict("sys.modules", {"torch": mock_torch}): + # Re-import to pick up the mock + import importlib + from opendataloader_pdf import hybrid_server + + importlib.reload(hybrid_server) + + with caplog.at_level(logging.INFO): + # Simulate the GPU detection block from main() + try: + import torch + if torch.cuda.is_available(): + gpu_name = torch.cuda.get_device_name(0) + cuda_version = torch.version.cuda + logging.getLogger(__name__).info( + f"GPU detected: {gpu_name} (CUDA {cuda_version})" + ) + except ImportError: + pass + + assert "GPU detected: NVIDIA A100 (CUDA 12.1)" in caplog.text + + +def test_no_gpu_logging(caplog): + """Should log CPU fallback when no GPU is available.""" + mock_torch = MagicMock() + mock_torch.cuda.is_available.return_value = False + + with patch.dict("sys.modules", {"torch": mock_torch}): + with caplog.at_level(logging.INFO): + try: + import torch + if torch.cuda.is_available(): + pass + else: + logging.getLogger(__name__).info("No GPU detected, using CPU.") + except ImportError: + pass + + assert "No GPU detected, using CPU." in caplog.text + + +def test_no_pytorch_logging(caplog): + """Should log CPU fallback when PyTorch is not installed.""" + with patch.dict("sys.modules", {"torch": None}): + with caplog.at_level(logging.INFO): + try: + import torch # noqa: F811 + if torch.cuda.is_available(): + pass + else: + logging.getLogger(__name__).info("No GPU detected, using CPU.") + except (ImportError, TypeError): + logging.getLogger(__name__).info( + "No GPU detected, using CPU. (PyTorch not installed)" + ) + + assert "No GPU detected, using CPU. (PyTorch not installed)" in caplog.text + + +def test_get_loop_setting_returns_asyncio_on_windows(): + """On Windows, should return 'asyncio' to avoid uvloop errors (#323).""" + from opendataloader_pdf.hybrid_server import _get_loop_setting + + with patch("sys.platform", "win32"): + assert _get_loop_setting() == "asyncio" + + +def test_get_loop_setting_returns_auto_on_non_windows(): + """On non-Windows platforms, should return 'auto' (uvloop if available).""" + from opendataloader_pdf.hybrid_server import _get_loop_setting + + with patch("sys.platform", "darwin"): + assert _get_loop_setting() == "auto" + + with patch("sys.platform", "linux"): + assert _get_loop_setting() == "auto" diff --git a/python/opendataloader-pdf/tests/test_hybrid_server_nonblocking.py b/python/opendataloader-pdf/tests/test_hybrid_server_nonblocking.py new file mode 100644 index 0000000..bc5082f --- /dev/null +++ b/python/opendataloader-pdf/tests/test_hybrid_server_nonblocking.py @@ -0,0 +1,139 @@ +"""Tests for hybrid_server non-blocking conversion. + +Verifies that converter.convert() runs in a thread pool rather than blocking +the event loop. This is the root cause of issue #301: the Java client's +3-second health check times out when the server is busy with a synchronous +conversion call inside an async endpoint. +""" + +import asyncio +import threading +import time +from unittest.mock import MagicMock, patch + +import pytest + + +@pytest.fixture +def mock_docling(): + """Mock docling modules so tests don't need the actual dependency.""" + mock_converter = MagicMock() + mock_result = MagicMock() + mock_result.status.value = "success" + mock_result.errors = [] + mock_result.input.page_count = 1 + mock_result.document.export_to_dict.return_value = { + "pages": {"1": {}}, + "body": {}, + } + + # Track which thread the conversion runs on + convert_thread_name = {} + + def tracking_convert(path, page_range=None): + convert_thread_name["thread"] = threading.current_thread().name + time.sleep(2) + return mock_result + + mock_converter.convert = tracking_convert + mock_converter._convert_thread = convert_thread_name + + mock_conversion_status = MagicMock() + mock_conversion_status.PARTIAL_SUCCESS = "partial_success" + + with patch.dict("sys.modules", { + "docling": MagicMock(), + "docling.datamodel.base_models": MagicMock( + InputFormat=MagicMock(PDF="pdf"), + ConversionStatus=mock_conversion_status, + ), + "docling.datamodel.pipeline_options": MagicMock(), + "docling.document_converter": MagicMock(), + "uvicorn": MagicMock(), + }): + yield mock_converter + + +@pytest.fixture +def app_with_converter(mock_docling): + """Create a FastAPI app with the mock converter.""" + import importlib + from opendataloader_pdf import hybrid_server + + importlib.reload(hybrid_server) + + app = hybrid_server.create_app() + hybrid_server.converter = mock_docling + return app + + +@pytest.mark.asyncio +async def test_convert_runs_in_thread_pool(app_with_converter, mock_docling): + """converter.convert() must run in a worker thread, not on the event loop. + + When converter.convert() runs directly on the async event loop thread, + it blocks all concurrent request handling — including /health checks. + The fix wraps converter.convert() with asyncio.to_thread() so it runs + in a separate thread. + + Reproduces issue #301. + """ + from httpx import ASGITransport, AsyncClient + + transport = ASGITransport(app=app_with_converter) + async with AsyncClient(transport=transport, base_url="http://test") as client: + event_loop_thread = threading.current_thread().name + + response = await client.post( + "/v1/convert/file", + files={"files": ("test.pdf", b"%PDF-1.4 minimal", "application/pdf")}, + ) + + assert response.status_code == 200 + + convert_thread = mock_docling._convert_thread.get("thread") + assert convert_thread is not None, "converter.convert() was not called" + assert convert_thread != event_loop_thread, ( + f"converter.convert() ran on the event loop thread '{event_loop_thread}'. " + f"It must run in a worker thread via asyncio.to_thread() to avoid " + f"blocking /health and other endpoints during long conversions." + ) + + +@pytest.mark.asyncio +async def test_health_responds_during_conversion(app_with_converter): + """Health endpoint must respond quickly even during active conversion. + + This is the user-facing symptom of issue #301: the Java CLI gets + SocketTimeoutException when the hybrid server is busy processing + another document. Mock sleep is 2s; health must respond under 0.2s. + """ + from httpx import ASGITransport, AsyncClient + + transport = ASGITransport(app=app_with_converter) + async with AsyncClient(transport=transport, base_url="http://test") as client: + # Start conversion (takes 2s in mock) + convert_task = asyncio.create_task( + client.post( + "/v1/convert/file", + files={"files": ("test.pdf", b"%PDF-1.4 minimal", "application/pdf")}, + ) + ) + + # Wait for conversion to start in the worker thread + await asyncio.sleep(0.3) + + # Health check should respond quickly — well under the 2s conversion + start = time.monotonic() + health_response = await client.get("/health") + health_time = time.monotonic() - start + + assert health_response.status_code == 200 + assert health_response.json() == {"status": "ok"} + assert health_time < 0.2, ( + f"Health endpoint took {health_time:.2f}s during conversion. " + f"Expected < 0.2s. The event loop is likely blocked." + ) + + convert_response = await convert_task + assert convert_response.status_code == 200 diff --git a/python/opendataloader-pdf/tests/test_hybrid_server_ocr_options.py b/python/opendataloader-pdf/tests/test_hybrid_server_ocr_options.py new file mode 100644 index 0000000..c795619 --- /dev/null +++ b/python/opendataloader-pdf/tests/test_hybrid_server_ocr_options.py @@ -0,0 +1,447 @@ +"""Tests for the OCR option surface added to the hybrid server. + +Covers: + * `create_converter` delegation to docling's `get_ocr_factory` + * Defaults preserve prior behavior (do_ocr=True, engine=easyocr) + * `disable_ocr=True` -> do_ocr=False (#387) + * Engine selection produces the matching OcrOptions subclass (#436, #439) + * `psm` is applied only for Tesseract engines (silently ignored otherwise) + * Unknown / denylisted engines exit with a clear message + * argparse `--no-ocr` and `--force-ocr` are mutually exclusive + * argparse `--ocr-engine` choices exclude `kserve_v2_ocr` +""" + +import argparse +import io +from contextlib import redirect_stderr +from unittest.mock import patch + +import pytest + +from opendataloader_pdf import hybrid_server + + +# ---------- create_converter: factory delegation ---------- + +def _capture_pipeline_options(**kwargs): + """Call create_converter while mocking the docling document_converter so we + can introspect the PdfPipelineOptions instance that would be passed in. + """ + captured = {} + + def fake_pdf_format_option(*, pipeline_options): + captured["pipeline_options"] = pipeline_options + return object() + + with patch( + "docling.document_converter.DocumentConverter" + ) as mock_dc, patch( + "docling.document_converter.PdfFormatOption", side_effect=fake_pdf_format_option + ): + mock_dc.return_value = object() + hybrid_server.create_converter(**kwargs) + + return captured["pipeline_options"] + + +def test_defaults_preserve_prior_behavior(): + """No flags -> do_ocr=True, EasyOcrOptions (matches pre-change behavior).""" + from docling.datamodel.pipeline_options import EasyOcrOptions + + opts = _capture_pipeline_options() + assert opts.do_ocr is True + assert isinstance(opts.ocr_options, EasyOcrOptions) + + +def test_disable_ocr_sets_do_ocr_false(): + """`disable_ocr=True` -> do_ocr=False (#387).""" + opts = _capture_pipeline_options(disable_ocr=True) + assert opts.do_ocr is False + + +def test_ocr_engine_tesseract_yields_tesseract_options(): + """`ocr_engine='tesseract'` -> TesseractCliOcrOptions (#439 path).""" + from docling.datamodel.pipeline_options import TesseractCliOcrOptions + + opts = _capture_pipeline_options(ocr_engine="tesseract") + assert isinstance(opts.ocr_options, TesseractCliOcrOptions) + + +def test_ocr_engine_rapidocr_yields_rapidocr_options(): + """`ocr_engine='rapidocr'` -> RapidOcrOptions (#436 path).""" + from docling.datamodel.pipeline_options import RapidOcrOptions + + opts = _capture_pipeline_options(ocr_engine="rapidocr") + assert isinstance(opts.ocr_options, RapidOcrOptions) + + +def test_force_full_page_ocr_propagates_to_engine_options(): + """`force_full_page_ocr=True` flows to the engine's options instance.""" + opts = _capture_pipeline_options( + ocr_engine="rapidocr", force_full_page_ocr=True + ) + assert opts.ocr_options.force_full_page_ocr is True + + +def test_ocr_lang_overrides_engine_default(): + """A non-empty ocr_lang list replaces the engine's default lang.""" + opts = _capture_pipeline_options( + ocr_engine="tesseract", ocr_lang=["mal", "eng"] + ) + assert opts.ocr_options.lang == ["mal", "eng"] + + +def test_psm_is_applied_to_tesseract(): + """`psm` is applied when the engine is Tesseract.""" + opts = _capture_pipeline_options(ocr_engine="tesseract", psm=6) + assert opts.ocr_options.psm == 6 + + +def test_psm_is_ignored_for_non_tesseract_engines(): + """`psm` is silently ignored for engines that do not expose it.""" + # EasyOcrOptions has no `psm` field; passing psm should not raise. + opts = _capture_pipeline_options(ocr_engine="easyocr", psm=6) + assert not hasattr(opts.ocr_options, "psm") + + +def test_ocr_engine_auto_yields_auto_options(): + """`ocr_engine='auto'` -> OcrAutoOptions; engine choice is deferred to docling.""" + from docling.datamodel.pipeline_options import OcrAutoOptions + + opts = _capture_pipeline_options(ocr_engine="auto") + assert isinstance(opts.ocr_options, OcrAutoOptions) + + +def test_unknown_engine_raises_value_error_with_clear_message(): + """An unknown engine kind raises ValueError listing valid engines. + + ValueError (not SystemExit) keeps the function library-friendly: programmatic + callers can catch and retry with a different engine. main() relies on + argparse `choices` to gate invalid CLI input separately. + """ + with pytest.raises(ValueError) as excinfo: + _capture_pipeline_options(ocr_engine="bogus-engine") + msg = str(excinfo.value) + assert "bogus-engine" in msg + assert "Available engines" in msg + + +def test_create_converter_rejects_denylisted_engine(): + """Programmatic callers cannot bypass `_OCR_ENGINE_DENYLIST` via create_converter(). + + The CLI layer rejects denylisted engines via argparse `choices`. This test + locks in the same enforcement at the function-call layer, so importing the + module and passing `ocr_engine="kserve_v2_ocr"` directly fails with a clear + ValueError instead of building a converter that fails opaquely on the first + request. + """ + with pytest.raises(ValueError) as excinfo: + _capture_pipeline_options(ocr_engine="kserve_v2_ocr") + msg = str(excinfo.value) + assert "kserve_v2_ocr" in msg + assert "hybrid local mode" in msg + assert "Available engines" in msg + # Must also mention the denylist explicitly so a future maintainer searching + # for the constant lands here. + assert "_OCR_ENGINE_DENYLIST" in msg + + +# ---------- argparse: --no-ocr / --force-ocr / --ocr-engine / --psm ---------- + +def _build_parser_subset(): + """Reconstruct the OCR-relevant argparse subset from main(). + + Mirrors the layout in hybrid_server.main() so changes to the CLI surface + are caught by these tests. Uses the same `_OCR_ENGINE_DENYLIST` module + constant as production code so tests stay in sync with main() automatically. + """ + from docling.models.factories import get_ocr_factory + + parser = argparse.ArgumentParser() + ocr_mode = parser.add_mutually_exclusive_group() + ocr_mode.add_argument("--force-ocr", action="store_true") + ocr_mode.add_argument("--no-ocr", action="store_true") + + choices = sorted( + set(get_ocr_factory(allow_external_plugins=False).registered_kind) + - hybrid_server._OCR_ENGINE_DENYLIST + ) + parser.add_argument( + "--ocr-engine", default="easyocr", choices=choices + ) + parser.add_argument("--psm", type=int, default=None) + parser.add_argument("--ocr-lang", default=None) + return parser + + +def test_argparse_defaults(): + """No flags -> no_ocr=False, force_ocr=False, engine=easyocr, psm=None.""" + args = _build_parser_subset().parse_args([]) + assert args.no_ocr is False + assert args.force_ocr is False + assert args.ocr_engine == "easyocr" + assert args.psm is None + + +def test_argparse_no_ocr_and_force_ocr_are_mutually_exclusive(): + """Passing both --no-ocr and --force-ocr exits with an argparse error.""" + err = io.StringIO() + with pytest.raises(SystemExit), redirect_stderr(err): + _build_parser_subset().parse_args(["--no-ocr", "--force-ocr"]) + assert "not allowed with argument" in err.getvalue() + + +def test_argparse_kserve_engine_is_rejected(): + """`--ocr-engine kserve_v2_ocr` is rejected (denylist filter).""" + err = io.StringIO() + with pytest.raises(SystemExit), redirect_stderr(err): + _build_parser_subset().parse_args(["--ocr-engine", "kserve_v2_ocr"]) + assert "invalid choice" in err.getvalue() + + +def test_argparse_tesseract_path_for_issue_439(): + """The CLI invocation that resolves #439 parses cleanly.""" + args = _build_parser_subset().parse_args( + ["--ocr-engine", "tesseract", "--ocr-lang", "mal", "--force-ocr"] + ) + assert args.ocr_engine == "tesseract" + assert args.ocr_lang == "mal" + assert args.force_ocr is True + assert args.no_ocr is False + + +def test_argparse_psm_accepted_as_integer(): + """`--psm 6` is parsed as an integer. + + Range and semantics belong to Tesseract / docling; this server passes the + integer through unchanged. Out-of-range values surface from docling / + Tesseract at conversion time, not here. + """ + args = _build_parser_subset().parse_args( + ["--ocr-engine", "tesseract", "--psm", "6"] + ) + assert args.psm == 6 + + +# ---------- _check_ocr_engine_available ---------- + +def test_engine_check_easyocr_always_ok(): + """easyocr ships with the `[hybrid]` extra; check is a no-op.""" + ok, msg = hybrid_server._check_ocr_engine_available("easyocr") + assert ok is True + assert msg == "" + + +def test_engine_check_auto_always_ok(): + """`auto` defers engine choice to docling; check is a no-op.""" + ok, msg = hybrid_server._check_ocr_engine_available("auto") + assert ok is True + assert msg == "" + + +def test_engine_check_unknown_kind_returns_false(): + """Unknown engine kinds fail closed instead of silently passing. + + Before this contract was tightened, the helper returned `(True, "")` for any + engine name it did not recognize, so a docling release that registered a + new engine kind would slip past the probe and fail at first conversion. + Locks in the fail-closed behavior. + """ + ok, msg = hybrid_server._check_ocr_engine_available("hypothetical_new_engine") + assert ok is False + assert "hypothetical_new_engine" in msg + # Maintainer-targeted hint: where to add the probe branch. + assert "_check_ocr_engine_available" in msg + + +def test_engine_check_tesseract_missing_binary(): + """`tesseract` engine without the binary on PATH fails with an actionable message.""" + with patch("shutil.which", return_value=None): + ok, msg = hybrid_server._check_ocr_engine_available("tesseract") + assert ok is False + assert "tesseract" in msg.lower() + assert "PATH" in msg + + +def test_engine_check_tesseract_present(): + """`tesseract` engine passes when the binary resolves on PATH.""" + with patch("shutil.which", return_value="/usr/bin/tesseract"): + ok, msg = hybrid_server._check_ocr_engine_available("tesseract") + assert ok is True + assert msg == "" + + +def test_engine_check_tesserocr_missing_package(): + """`tesserocr` engine without the Python package fails with install hint.""" + with patch("importlib.util.find_spec", return_value=None): + ok, msg = hybrid_server._check_ocr_engine_available("tesserocr") + assert ok is False + assert "tesserocr" in msg + assert "pip install" in msg + + +def test_engine_check_rapidocr_missing_package(): + """`rapidocr` engine without the Python package fails with install hint.""" + with patch("importlib.util.find_spec", return_value=None): + ok, msg = hybrid_server._check_ocr_engine_available("rapidocr") + assert ok is False + assert "rapidocr" in msg + assert "onnxruntime" in msg + + +def test_engine_check_rapidocr_missing_onnxruntime(): + """`rapidocr` installed without `onnxruntime` fails with a backend-specific hint.""" + # Return a truthy spec for rapidocr, None for onnxruntime, None for anything else. + def fake_find_spec(name): + return object() if name == "rapidocr" else None + + with patch("importlib.util.find_spec", side_effect=fake_find_spec): + ok, msg = hybrid_server._check_ocr_engine_available("rapidocr") + assert ok is False + assert "onnxruntime" in msg + # The message should not duplicate the "rapidocr is not installed" wording. + assert "rapidocr` Python package" not in msg + + +def test_engine_check_ocrmac_off_macos(): + """`ocrmac` selected on a non-Darwin platform fails with a clear platform message.""" + with patch("sys.platform", "linux"): + ok, msg = hybrid_server._check_ocr_engine_available("ocrmac") + assert ok is False + assert "macOS" in msg + + +def test_engine_check_ocrmac_on_macos_missing_package(): + """`ocrmac` on macOS without the `ocrmac` Python package fails with install hint.""" + with patch("sys.platform", "darwin"), patch( + "importlib.util.find_spec", return_value=None + ): + ok, msg = hybrid_server._check_ocr_engine_available("ocrmac") + assert ok is False + assert "ocrmac" in msg + assert "pip install" in msg + # Should NOT be the platform-mismatch message. + assert "macOS only" not in msg and "not macOS" not in msg + + +# ---------- --no-ocr ignored-flag warning ---------- + +def _run_main_to_warning(argv, monkeypatch, caplog): + """Drive `main()` far enough to capture the --no-ocr warning, then short-circuit. + + `main()` ends in `uvicorn.run(...)`; we patch `create_app` and `uvicorn.run` + so the function returns cleanly after argparse + the warning logic without + starting a server. + """ + monkeypatch.setattr("sys.argv", ["opendataloader-pdf-hybrid", *argv]) + + # Skip dep import checks — pytest already runs inside the [hybrid] env. + monkeypatch.setattr(hybrid_server, "_check_dependencies", lambda: None) + + # Avoid building a real DocumentConverter / FastAPI app. + monkeypatch.setattr(hybrid_server, "create_app", lambda **kwargs: object()) + + # Stub uvicorn so main() returns instead of starting a server. + fake_uvicorn = type("FakeUvicorn", (), {"run": staticmethod(lambda *a, **k: None)}) + monkeypatch.setitem(__import__("sys").modules, "uvicorn", fake_uvicorn) + + caplog.set_level("WARNING", logger=hybrid_server.logger.name) + hybrid_server.main() + + +def test_no_ocr_warns_when_engine_explicitly_set(monkeypatch, caplog): + """`--no-ocr --ocr-engine tesseract` warns that --ocr-engine has no effect.""" + _run_main_to_warning( + ["--no-ocr", "--ocr-engine", "tesseract"], monkeypatch, caplog + ) + warnings = [r.message for r in caplog.records if r.levelname == "WARNING"] + assert any("--ocr-engine tesseract" in w for w in warnings), warnings + + +def test_no_ocr_warns_when_engine_explicitly_set_to_easyocr(monkeypatch, caplog): + """Explicit `--ocr-engine easyocr` under --no-ocr is still inert and must warn. + + argparse cannot distinguish "user typed easyocr" from "default was used", so + main() inspects argv directly. This regression test locks the path in. + """ + _run_main_to_warning( + ["--no-ocr", "--ocr-engine", "easyocr"], monkeypatch, caplog + ) + warnings = [r.message for r in caplog.records if r.levelname == "WARNING"] + assert any("--ocr-engine easyocr" in w for w in warnings), warnings + + +def test_no_ocr_no_warning_when_engine_left_default(monkeypatch, caplog): + """`--no-ocr` without --ocr-engine does not falsely report easyocr as inert.""" + _run_main_to_warning(["--no-ocr"], monkeypatch, caplog) + warnings = [r.message for r in caplog.records if r.levelname == "WARNING"] + # No "--ocr-engine" mention because the user did not type it. + assert not any("--ocr-engine" in w for w in warnings), warnings + + +def test_no_ocr_warns_when_ocr_lang_set(monkeypatch, caplog): + """`--no-ocr --ocr-lang ko` warns that --ocr-lang has no effect.""" + _run_main_to_warning(["--no-ocr", "--ocr-lang", "ko"], monkeypatch, caplog) + warnings = [r.message for r in caplog.records if r.levelname == "WARNING"] + assert any("--ocr-lang" in w for w in warnings), warnings + + +def test_no_ocr_warns_when_psm_set(monkeypatch, caplog): + """`--no-ocr --psm 6` warns that --psm has no effect.""" + _run_main_to_warning(["--no-ocr", "--psm", "6"], monkeypatch, caplog) + warnings = [r.message for r in caplog.records if r.levelname == "WARNING"] + assert any("--psm 6" in w for w in warnings), warnings + + +def test_no_ocr_alone_emits_no_warning(monkeypatch, caplog): + """`--no-ocr` on its own does not warn — there are no inert flags to call out.""" + _run_main_to_warning(["--no-ocr"], monkeypatch, caplog) + warnings = [ + r.message + for r in caplog.records + if r.levelname == "WARNING" and "no effect" in r.message + ] + assert warnings == [] + + +# ---------- main() exits when engine prerequisites are missing ---------- + +def test_main_exits_when_tesseract_binary_missing(monkeypatch, caplog): + """Selecting `--ocr-engine tesseract` without the binary on PATH exits at startup.""" + monkeypatch.setattr( + "sys.argv", ["opendataloader-pdf-hybrid", "--ocr-engine", "tesseract"] + ) + monkeypatch.setattr(hybrid_server, "_check_dependencies", lambda: None) + monkeypatch.setattr(hybrid_server, "create_app", lambda **kwargs: object()) + monkeypatch.setattr("shutil.which", lambda _name: None) + fake_uvicorn = type("FakeUvicorn", (), {"run": staticmethod(lambda *a, **k: None)}) + monkeypatch.setitem(__import__("sys").modules, "uvicorn", fake_uvicorn) + + caplog.set_level("ERROR", logger=hybrid_server.logger.name) + with pytest.raises(SystemExit) as excinfo: + hybrid_server.main() + assert excinfo.value.code == 2 + errors = [r.message for r in caplog.records if r.levelname == "ERROR"] + assert any("tesseract" in e.lower() for e in errors), errors + + +def test_main_skips_engine_check_when_no_ocr(monkeypatch, caplog): + """`--no-ocr --ocr-engine tesseract` skips the binary check entirely.""" + called = {"which": False} + + def spy_which(_name): + called["which"] = True + return None # Would fail the check if it were called. + + monkeypatch.setattr( + "sys.argv", + ["opendataloader-pdf-hybrid", "--no-ocr", "--ocr-engine", "tesseract"], + ) + monkeypatch.setattr(hybrid_server, "_check_dependencies", lambda: None) + monkeypatch.setattr(hybrid_server, "create_app", lambda **kwargs: object()) + monkeypatch.setattr("shutil.which", spy_which) + fake_uvicorn = type("FakeUvicorn", (), {"run": staticmethod(lambda *a, **k: None)}) + monkeypatch.setitem(__import__("sys").modules, "uvicorn", fake_uvicorn) + + hybrid_server.main() # must not raise SystemExit + assert called["which"] is False diff --git a/python/opendataloader-pdf/tests/test_hybrid_server_partial_success.py b/python/opendataloader-pdf/tests/test_hybrid_server_partial_success.py new file mode 100644 index 0000000..26fe9bf --- /dev/null +++ b/python/opendataloader-pdf/tests/test_hybrid_server_partial_success.py @@ -0,0 +1,299 @@ +"""Tests for PARTIAL_SUCCESS handling in hybrid server responses. + +Validates that when Docling encounters errors during PDF preprocessing +(e.g., Invalid code point), the hybrid server correctly reports: +- partial_success status instead of success +- list of failed page numbers +- error messages from Docling +""" + +from opendataloader_pdf.hybrid_server import ( + _extract_failed_pages_from_errors, + build_conversion_response, +) + + +class TestBuildConversionResponse: + """Tests for the build_conversion_response function.""" + + def test_success_status(self): + """Fully successful conversion should return status=success.""" + response = build_conversion_response( + status_value="success", + json_content={"pages": {"1": {}, "2": {}, "3": {}}}, + processing_time=1.5, + errors=[], + requested_pages=None, + ) + assert response["status"] == "success" + assert response["failed_pages"] == [] + assert response["processing_time"] == 1.5 + + def test_partial_success_status(self): + """PARTIAL_SUCCESS should return status=partial_success with failed pages.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "2": {}, "4": {}, "5": {}}}, + processing_time=2.0, + errors=["Unknown page: pipeline terminated early"], + requested_pages=(1, 5), + ) + assert response["status"] == "partial_success" + assert response["failed_pages"] == [3] + assert response["errors"] == ["Unknown page: pipeline terminated early"] + + def test_partial_success_multiple_failed_pages(self): + """Multiple failed pages should all be reported.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "3": {}, "5": {}}}, + processing_time=3.0, + errors=[ + "Unknown page: pipeline terminated early", + "Unknown page: pipeline terminated early", + ], + requested_pages=(1, 5), + ) + assert response["status"] == "partial_success" + assert sorted(response["failed_pages"]) == [2, 4] + + def test_partial_success_no_page_range_with_total_pages(self): + """When total_pages is provided, boundary page failures are detected.""" + # 5-page document, page 1 (first) and page 5 (last) failed + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"2": {}, "3": {}, "4": {}}}, + processing_time=2.0, + errors=["error1", "error2"], + requested_pages=None, + total_pages=5, + ) + assert response["status"] == "partial_success" + assert response["failed_pages"] == [1, 5] + + def test_partial_success_no_page_range_fallback(self): + """When no page range or total_pages, interior gaps are still detected.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "2": {}, "4": {}, "5": {}}}, + processing_time=2.0, + errors=["Unknown page: pipeline terminated early"], + requested_pages=None, + ) + assert response["status"] == "partial_success" + assert response["failed_pages"] == [3] + + def test_success_no_errors_field(self): + """Successful conversion should have empty errors list.""" + response = build_conversion_response( + status_value="success", + json_content={"pages": {"1": {}, "2": {}}}, + processing_time=1.0, + errors=[], + requested_pages=None, + ) + assert response["errors"] == [] + + def test_document_field_present(self): + """Response should contain document.json_content.""" + json_content = {"pages": {"1": {}}, "body": {"text": "hello"}} + response = build_conversion_response( + status_value="success", + json_content=json_content, + processing_time=1.0, + errors=[], + requested_pages=None, + ) + assert response["document"]["json_content"] == json_content + + def test_partial_success_first_page_failed_with_page_range(self): + """First page failure should be detected when page range is specified.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"2": {}, "3": {}}}, + processing_time=1.0, + errors=["error"], + requested_pages=(1, 3), + ) + assert response["failed_pages"] == [1] + + def test_partial_success_last_page_failed_with_page_range(self): + """Last page failure should be detected when page range is specified.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "2": {}}}, + processing_time=1.0, + errors=["error"], + requested_pages=(1, 3), + ) + assert response["failed_pages"] == [3] + + def test_partial_success_all_pages_failed(self): + """All pages failing should report every page in failed_pages.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {}}, + processing_time=2.0, + errors=["error1", "error2", "error3"], + requested_pages=(1, 3), + ) + assert response["status"] == "partial_success" + assert response["failed_pages"] == [1, 2, 3] + + def test_partial_success_all_pages_failed_with_total_pages(self): + """All pages failing with total_pages should report every page.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {}}, + processing_time=2.0, + errors=["error1", "error2"], + requested_pages=None, + total_pages=3, + ) + assert response["status"] == "partial_success" + assert response["failed_pages"] == [1, 2, 3] + + def test_failure_status_no_failed_pages_detection(self): + """Failure status should not trigger failed page detection.""" + response = build_conversion_response( + status_value="failure", + json_content={"pages": {"1": {}}}, + processing_time=1.0, + errors=["PDF conversion failed"], + requested_pages=(1, 3), + ) + assert response["status"] == "failure" + assert response["failed_pages"] == [] + + def test_partial_success_missing_pages_key(self): + """json_content without 'pages' key should mark all requested pages as failed.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"body": {"text": "hello"}}, + processing_time=1.0, + errors=["error"], + requested_pages=(1, 3), + ) + assert response["status"] == "partial_success" + assert response["failed_pages"] == [1, 2, 3] + + +class TestExtractFailedPagesFromErrors: + """Tests for error message-based failed page detection.""" + + def test_std_bad_alloc_errors(self): + """Page numbers should be extracted from 'Page N: std::bad_alloc' messages.""" + errors = [ + "Page 26: std::bad_alloc", + "Page 27: std::bad_alloc", + "Page 28: std::bad_alloc", + ] + assert _extract_failed_pages_from_errors(errors) == [26, 27, 28] + + def test_mixed_error_formats(self): + """Only 'Page N:' prefixed messages should be matched.""" + errors = [ + "Page 5: Invalid code point", + "Unknown page: pipeline terminated early", + "Page 10: std::bad_alloc", + ] + assert _extract_failed_pages_from_errors(errors) == [5, 10] + + def test_no_page_errors(self): + """Non-page errors should return empty list.""" + errors = [ + "Unknown page: pipeline terminated early", + "General error occurred", + ] + assert _extract_failed_pages_from_errors(errors) == [] + + def test_bare_page_no_colon(self): + """Bare 'Page N' (no colon) should be matched when error_msg is empty.""" + assert _extract_failed_pages_from_errors(["Page 26"]) == [26] + + +class TestBuildConversionResponseErrorParsing: + """Tests for failed page detection via error message parsing. + + When docling includes failed pages as empty entries in the pages dict, + gap detection fails. Error message parsing handles this case. + """ + + def test_failed_pages_with_empty_entries_in_pages_dict(self): + """Failed pages present as empty entries should still be detected via errors.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "2": {}, "3": {}, "4": {}, "5": {}}}, + processing_time=2.0, + errors=["Page 4: std::bad_alloc", "Page 5: std::bad_alloc"], + requested_pages=(1, 5), + ) + assert response["failed_pages"] == [4, 5] + + def test_boundary_pages_detected_via_errors(self): + """Boundary page failures should be detected even without page range.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "2": {}, "3": {}, "4": {}, "5": {}}}, + processing_time=2.0, + errors=["Page 4: std::bad_alloc", "Page 5: std::bad_alloc"], + requested_pages=None, + total_pages=None, + ) + assert response["failed_pages"] == [4, 5] + + def test_both_strategies_combined(self): + """Union of error-parsed and gap-detected pages should be reported. + + Page 2 is missing from dict (gap), pages 4-5 have error messages + but are present as empty entries. All three must appear. + """ + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "3": {}, "4": {}, "5": {}}}, + processing_time=2.0, + errors=["Page 4: std::bad_alloc", "Page 5: std::bad_alloc"], + requested_pages=(1, 5), + ) + assert response["failed_pages"] == [2, 4, 5] + + def test_overlap_between_gap_and_error_is_deduplicated(self): + """Same page from gap and error parsing should appear once.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "3": {}}}, + processing_time=1.0, + errors=["Page 2: std::bad_alloc"], + requested_pages=(1, 3), + ) + assert response["failed_pages"] == [2] + + def test_duplicate_page_in_errors(self): + """Duplicate page numbers in error messages should be deduplicated.""" + errors = [ + "Page 3: std::bad_alloc", + "Page 3: Invalid code point", + ] + assert _extract_failed_pages_from_errors(errors) == [3] + + def test_no_page_pattern_errors_falls_back_to_gap(self): + """When errors lack 'Page N:' pattern, gap detection should still work.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "3": {}}}, + processing_time=1.0, + errors=["Unknown page: pipeline terminated early"], + requested_pages=(1, 3), + ) + assert response["failed_pages"] == [2] + + def test_empty_errors_with_partial_success(self): + """Partial success with no error messages should still detect gaps.""" + response = build_conversion_response( + status_value="partial_success", + json_content={"pages": {"1": {}, "3": {}}}, + processing_time=1.0, + errors=[], + requested_pages=(1, 3), + ) + assert response["failed_pages"] == [2] diff --git a/python/opendataloader-pdf/tests/test_hybrid_server_picture_description.py b/python/opendataloader-pdf/tests/test_hybrid_server_picture_description.py new file mode 100644 index 0000000..0435f10 --- /dev/null +++ b/python/opendataloader-pdf/tests/test_hybrid_server_picture_description.py @@ -0,0 +1,101 @@ +"""Tests for `--picture-description-prompt` propagation in the hybrid server. + +Covers PDFDLOSP-20: the CLI accepted `--picture-description-prompt` without +error but the prompt was never written into `PictureDescriptionVlmOptions`, +so output was byte-identical regardless of the user's prompt. These tests +lock in both halves of the contract: + + * A custom prompt reaches `PictureDescriptionVlmOptions.prompt`. + * Omitting the prompt preserves docling's built-in default. + * Blank / whitespace-only prompts are treated as "not provided" so they + never silently inject an empty prompt into the VLM. + * The whole feature is gated by `enrich_picture_description=True`. +""" + +from unittest.mock import patch + +import pytest + +from opendataloader_pdf import hybrid_server + + +def _capture_pipeline_options(**kwargs): + """Build a converter while mocking out docling's heavy bits so we can + introspect the PdfPipelineOptions instance. + """ + captured = {} + + def fake_pdf_format_option(*, pipeline_options): + captured["pipeline_options"] = pipeline_options + return object() + + with patch( + "docling.document_converter.DocumentConverter" + ) as mock_dc, patch( + "docling.document_converter.PdfFormatOption", side_effect=fake_pdf_format_option + ): + mock_dc.return_value = object() + hybrid_server.create_converter(**kwargs) + + return captured["pipeline_options"] + + +def test_custom_prompt_is_forwarded_to_vlm_options(): + """The user-supplied prompt must end up on PictureDescriptionVlmOptions. + + Regression for PDFDLOSP-20. + """ + opts = _capture_pipeline_options( + enrich_picture_description=True, + picture_description_prompt="HELLO WORLD", + ) + assert opts.picture_description_options is not None + assert opts.picture_description_options.prompt == "HELLO WORLD" + + +def test_default_prompt_is_preserved_when_user_omits_flag(): + """When no prompt is given, docling's built-in default must survive. + + Locks the current docling default. If a docling upgrade changes the + phrase, this canary fires — at which point we decide whether to track + the new default or pin our own. + """ + opts = _capture_pipeline_options(enrich_picture_description=True) + assert opts.picture_description_options is not None + assert ( + opts.picture_description_options.prompt + == "Describe this image in a few sentences." + ) + + +@pytest.mark.parametrize("blank", ["", " ", "\t\n"]) +def test_blank_prompt_falls_back_to_default(blank): + """Empty / whitespace-only prompts must not inject an empty prompt. + + Otherwise we recreate the same class of silent-flag misbehavior that + PDFDLOSP-20 reported. + """ + opts = _capture_pipeline_options( + enrich_picture_description=True, + picture_description_prompt=blank, + ) + assert opts.picture_description_options is not None + assert ( + opts.picture_description_options.prompt + == "Describe this image in a few sentences." + ) + + +def test_prompt_ignored_when_enrichment_disabled(): + """Without --enrich-picture-description, the prompt has no destination. + + Docling populates a default `picture_description_options` object on + `PdfPipelineOptions` even when do_picture_description=False, so we + assert on the gate (`do_picture_description`) rather than identity of + the options object. + """ + opts = _capture_pipeline_options( + enrich_picture_description=False, + picture_description_prompt="HELLO WORLD", + ) + assert opts.do_picture_description is False diff --git a/python/opendataloader-pdf/tests/test_hybrid_server_unicode.py b/python/opendataloader-pdf/tests/test_hybrid_server_unicode.py new file mode 100644 index 0000000..1450921 --- /dev/null +++ b/python/opendataloader-pdf/tests/test_hybrid_server_unicode.py @@ -0,0 +1,86 @@ +"""Tests for Unicode sanitization in hybrid server responses. + +Validates that lone surrogates and null characters from Docling OCR output +are sanitized before JSON serialization to prevent UnicodeEncodeError in +Starlette's JSONResponse.render(). +""" + +import json + +import pytest + +from opendataloader_pdf.hybrid_server import sanitize_unicode + + +class TestSanitizeUnicode: + """Tests for the sanitize_unicode function.""" + + def test_lone_surrogate_replaced(self): + """Lone surrogates should be replaced with U+FFFD.""" + data = {"text": "Hello \ud800 World"} + result = sanitize_unicode(data) + assert "\ud800" not in result["text"] + assert "\ufffd" in result["text"] + + def test_all_surrogate_range_replaced(self): + """All surrogate code points (U+D800 to U+DFFF) should be replaced.""" + data = {"text": "\ud800\udbff\udc00\udfff"} + result = sanitize_unicode(data) + assert result["text"] == "\ufffd" * 4 + + def test_null_character_replaced(self): + """Null characters should be replaced with U+FFFD.""" + data = {"text": "Hello\x00World"} + result = sanitize_unicode(data) + assert "\x00" not in result["text"] + assert result["text"] == "Hello\ufffdWorld" + + def test_nested_dict_sanitized(self): + """Nested dictionaries should be sanitized recursively.""" + data = {"level1": {"level2": {"text": "bad\ud800char"}}} + result = sanitize_unicode(data) + assert "\ud800" not in result["level1"]["level2"]["text"] + assert "\ufffd" in result["level1"]["level2"]["text"] + + def test_list_sanitized(self): + """Lists within the data should be sanitized.""" + data = {"items": ["good", "bad\ud800text", "also\x00bad"]} + result = sanitize_unicode(data) + assert result["items"][0] == "good" + assert "\ud800" not in result["items"][1] + assert "\x00" not in result["items"][2] + + def test_clean_data_unchanged(self): + """Clean data without problematic characters should pass through unchanged.""" + data = {"text": "Hello World", "number": 42, "flag": True, "nothing": None} + result = sanitize_unicode(data) + assert result == data + + def test_non_string_values_preserved(self): + """Non-string values (int, float, bool, None) should be preserved as-is.""" + data = {"int": 42, "float": 3.14, "bool": True, "none": None} + result = sanitize_unicode(data) + assert result == data + + def test_sanitized_output_json_serializable(self): + """Sanitized output must survive json.dumps + encode('utf-8') without error.""" + data = { + "status": "success", + "document": { + "json_content": { + "body": {"text": "OCR text with \ud800 lone surrogate and \x00 null"} + } + }, + } + result = sanitize_unicode(data) + # This is the exact operation that Starlette's JSONResponse.render() performs + json_bytes = json.dumps(result, ensure_ascii=False).encode("utf-8") + assert isinstance(json_bytes, bytes) + + def test_mixed_valid_and_invalid_unicode(self): + """Valid Unicode (including CJK, emoji) should be preserved alongside sanitization.""" + data = {"text": "Valid \u4e16\u754c \ud800 text"} + result = sanitize_unicode(data) + assert "\u4e16\u754c" in result["text"] # CJK preserved + assert "\ud800" not in result["text"] # surrogate removed + assert "\ufffd" in result["text"] # replacement added diff --git a/python/opendataloader-pdf/tests/test_runner.py b/python/opendataloader-pdf/tests/test_runner.py new file mode 100644 index 0000000..deb2671 --- /dev/null +++ b/python/opendataloader-pdf/tests/test_runner.py @@ -0,0 +1,153 @@ +"""Unit tests for runner.py error-handling behaviour. + +Regression: when the JAR fails, the streaming branch already wrote the +JAR's stdout to the console live, so the except handler must not re-emit +the captured copy. The quiet branch, conversely, has not surfaced anything +yet and is allowed to print the captured streams — but only once +(``CalledProcessError.output`` and ``.stdout`` are the same attribute). +""" + +import io +import subprocess +from unittest.mock import MagicMock + +import pytest + +from opendataloader_pdf import runner + + +class _FakeAsFile: + def __init__(self, path): + self._path = path + + def __enter__(self): + return self._path + + def __exit__(self, *_args): + return False + + +@pytest.fixture +def patched_jar(monkeypatch, tmp_path): + """Bypass the real resources lookup so run_jar reaches subprocess.""" + fake_jar = tmp_path / "opendataloader-pdf-cli.jar" + fake_jar.write_bytes(b"") + fake_traversable = MagicMock() + fake_traversable.joinpath = lambda *_a, **_kw: fake_jar + monkeypatch.setattr(runner.resources, "files", lambda _pkg: fake_traversable) + monkeypatch.setattr(runner.resources, "as_file", lambda p: _FakeAsFile(p)) + + +def test_streaming_failure_does_not_duplicate_output(monkeypatch, capsys, patched_jar): + """Streaming mode prints JAR output live; the except handler must not + re-emit the captured copy on stderr.""" + jar_output = "Invalid page range format: '-10'\nusage: [options] ...\n" + + fake_process = MagicMock() + fake_process.stdout = iter([jar_output]) + fake_process.wait.return_value = 2 + fake_process.__enter__ = lambda self: self + fake_process.__exit__ = lambda self, *_a: False + + monkeypatch.setattr(runner.subprocess, "Popen", lambda *_a, **_kw: fake_process) + + with pytest.raises(subprocess.CalledProcessError): + runner.run_jar(["--bogus"], quiet=False) + + captured = capsys.readouterr() + # JAR text appears exactly once: the live streaming write. + assert "Invalid page range format" in captured.out + assert captured.out.count("usage: [options]") == 1 + # The except handler did NOT re-emit the captured copy on stderr. + assert "Invalid page range format" not in captured.err + assert "usage: [options]" not in captured.err + # Meta info is still surfaced. + assert "Error running opendataloader-pdf CLI." in captured.err + assert "Return code: 2" in captured.err + + +def test_quiet_success_relays_stdout_but_not_stderr(monkeypatch, capsys, patched_jar): + """Quiet mode must relay the JAR's stdout (--to-stdout payload, folder + summary line) to the caller while still suppressing the JAR's log + stream (stderr). Regression: --quiet + --to-stdout produced no output, + breaking pipe consumers.""" + result = subprocess.CompletedProcess( + args=["java", "-jar", "fake.jar"], + returncode=0, + stdout="extracted text payload\n", + stderr="[INFO] java log noise\n", + ) + monkeypatch.setattr(runner.subprocess, "run", MagicMock(return_value=result)) + + returned = runner.run_jar(["doc.pdf", "--quiet", "--to-stdout"], quiet=True) + + captured = capsys.readouterr() + # Payload reaches the caller's stdout exactly once. + assert captured.out.count("extracted text payload") == 1 + # The JAR's log stream stays suppressed (that is what quiet means). + assert "java log noise" not in captured.out + assert "java log noise" not in captured.err + # Return value is unchanged for library callers. + assert returned == "extracted text payload\n" + + +def test_quiet_relays_through_stdout_buffer_byte_path(monkeypatch, patched_jar): + """The production CLI writes the relayed payload through + ``sys.stdout.buffer`` (bytes), not the ``sys.stdout.write`` (str) + fallback. ``capsys`` replaces ``sys.stdout`` with an object whose + ``.buffer`` semantics differ, so the sibling test only exercises the + str branch. This drives the real byte-relay path and asserts the + payload is encoded to UTF-8 and written exactly once, intact — covering + the ``encode("utf-8", "replace")`` step that the str branch skips. + """ + payload = "héllo 한글 payload\n" # non-ASCII: exercises the utf-8 encode + result = subprocess.CompletedProcess( + args=["java", "-jar", "fake.jar"], + returncode=0, + stdout=payload, + stderr="[INFO] java log noise\n", + ) + monkeypatch.setattr(runner.subprocess, "run", MagicMock(return_value=result)) + + # Fake stdout with a real binary buffer, mirroring a genuine TextIOWrapper + # (hasattr(sys.stdout, "buffer") is True), so run_jar takes the byte path. + fake_stdout = MagicMock() + fake_stdout.buffer = io.BytesIO() + monkeypatch.setattr(runner.sys, "stdout", fake_stdout) + + returned = runner.run_jar(["doc.pdf", "--quiet", "--to-stdout"], quiet=True) + + written = fake_stdout.buffer.getvalue() + # Byte path was taken: payload written as UTF-8 exactly once, intact. + assert written == payload.encode("utf-8") + assert written.decode("utf-8") == payload + # The str fallback branch was NOT used. + fake_stdout.write.assert_not_called() + fake_stdout.buffer.flush() # buffer is flushed by run_jar; no error + # Return value is unchanged for library callers. + assert returned == payload + + +def test_quiet_failure_prints_captured_streams_once(monkeypatch, capsys, patched_jar): + """Quiet mode captures output, so the except handler surfaces it — but + must avoid the old bug where Output and Stdout (aliases) both printed.""" + error = subprocess.CalledProcessError( + returncode=2, + cmd=["java", "-jar", "fake.jar"], + output="captured stdout text", + stderr="captured stderr text", + ) + monkeypatch.setattr(runner.subprocess, "run", MagicMock(side_effect=error)) + + with pytest.raises(subprocess.CalledProcessError): + runner.run_jar(["--bogus"], quiet=True) + + err = capsys.readouterr().err + assert err.count("captured stdout text") == 1 + assert err.count("captured stderr 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(opensource) + +/Info 6 0 R +/Root 5 0 R +/Size 9 +>> +startxref +1353 +%%EOF diff --git a/samples/pdf/strikethrough.pdf b/samples/pdf/strikethrough.pdf new file mode 100644 index 0000000..388caec Binary files /dev/null and b/samples/pdf/strikethrough.pdf differ diff --git a/schema.json b/schema.json new file mode 100644 index 0000000..c797f33 --- /dev/null +++ b/schema.json @@ -0,0 +1,357 @@ +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "$id": "https://raw.githubusercontent.com/opendataloader-project/opendataloader-pdf/main/schema.json", + "title": "OpenDataLoader PDF Output", + "description": "JSON output schema for OpenDataLoader PDF conversion", + "type": "object", + "required": ["file name", "number of pages", "author", "title", "creation date", "modification date", "kids"], + "properties": { + "file name": { + "type": "string", + "description": "Name of the processed PDF" + }, + "number of pages": { + "type": "integer", + "description": "Total page count" + }, + "author": { + "type": ["string", "null"], + "description": "PDF author metadata" + }, + "title": { + "type": ["string", "null"], + "description": "PDF title metadata" + }, + "creation date": { + "type": ["string", "null"], + "description": "PDF creation timestamp" + }, + "modification date": { + "type": ["string", "null"], + "description": "PDF modification timestamp" + }, + "kids": { + "type": "array", + "description": "Top-level content elements (per page)", + "items": { + "$ref": "#/$defs/contentElement" + } + } + }, + "$defs": { + "boundingBox": { + "type": "array", + "description": "Bounding box coordinates [left, bottom, right, top]", + "items": { + "type": "number" + }, + "minItems": 4, + "maxItems": 4 + }, + "baseElement": { + "type": "object", + "properties": { + "type": { + "type": "string", + "description": "Element type" + }, + "id": { + "type": "integer", + "description": "Unique content identifier" + }, + "level": { + "type": "string", + "description": "Heading or structural level" + }, + "page number": { + "type": "integer", + "description": "Page containing the element (1-indexed)" + }, + "bounding box": { + "$ref": "#/$defs/boundingBox" + } + }, + "required": ["type", "page number", "bounding box"] + }, + "textProperties": { + "type": "object", + "properties": { + "font": { + "type": "string", + "description": "Font name" + }, + "font size": { + "type": "number", + "description": "Font size" + }, + "text color": { + "type": "string", + "description": "RGB color as string array" + }, + "content": { + "type": "string", + "description": "Raw text value" + }, + "hidden text": { + "type": "boolean", + "description": "Whether this is hidden text (e.g., OCR layer)" + } + }, + "required": ["font", "font size", "text color", "content"] + }, + "contentElement": { + "oneOf": [ + { "$ref": "#/$defs/paragraph" }, + { "$ref": "#/$defs/heading" }, + { "$ref": "#/$defs/caption" }, + { "$ref": "#/$defs/table" }, + { "$ref": "#/$defs/textBlock" }, + { "$ref": "#/$defs/list" }, + { "$ref": "#/$defs/image" }, + { "$ref": "#/$defs/headerFooter" } + ] + }, + "paragraph": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { "$ref": "#/$defs/textProperties" }, + { + "type": "object", + "properties": { + "type": { "const": "paragraph" } + } + } + ] + }, + "heading": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { "$ref": "#/$defs/textProperties" }, + { + "type": "object", + "properties": { + "type": { "const": "heading" }, + "heading level": { + "type": "integer", + "minimum": 1, + "description": "Heading level (e.g., 1 for h1)" + } + }, + "required": ["heading level"] + } + ] + }, + "caption": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { "$ref": "#/$defs/textProperties" }, + { + "type": "object", + "properties": { + "type": { "const": "caption" }, + "linked content id": { + "type": "integer", + "description": "ID of the linked content element (table, image, etc.)" + } + } + } + ] + }, + "table": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { + "type": "object", + "properties": { + "type": { "const": "table" }, + "number of rows": { + "type": "integer", + "description": "Row count" + }, + "number of columns": { + "type": "integer", + "description": "Column count" + }, + "previous table id": { + "type": "integer", + "description": "Linked table identifier (if broken across pages)" + }, + "next table id": { + "type": "integer", + "description": "Linked table identifier" + }, + "rows": { + "type": "array", + "description": "Row objects", + "items": { "$ref": "#/$defs/tableRow" } + } + }, + "required": ["number of rows", "number of columns", "rows"] + } + ] + }, + "tableRow": { + "type": "object", + "properties": { + "type": { "const": "table row" }, + "row number": { + "type": "integer", + "description": "Row index (1-indexed)" + }, + "cells": { + "type": "array", + "description": "Cell objects", + "items": { "$ref": "#/$defs/tableCell" } + } + }, + "required": ["type", "row number", "cells"] + }, + "tableCell": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { + "type": "object", + "properties": { + "type": { "const": "table cell" }, + "row number": { + "type": "integer", + "description": "Row index of the cell (1-indexed)" + }, + "column number": { + "type": "integer", + "description": "Column index of the cell (1-indexed)" + }, + "row span": { + "type": "integer", + "minimum": 1, + "description": "Number of rows spanned" + }, + "column span": { + "type": "integer", + "minimum": 1, + "description": "Number of columns spanned" + }, + "kids": { + "type": "array", + "description": "Nested content elements", + "items": { "$ref": "#/$defs/contentElement" } + } + }, + "required": ["row number", "column number", "row span", "column span", "kids"] + } + ] + }, + "textBlock": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { + "type": "object", + "properties": { + "type": { "const": "text block" }, + "kids": { + "type": "array", + "description": "Text block children", + "items": { "$ref": "#/$defs/contentElement" } + } + }, + "required": ["kids"] + } + ] + }, + "list": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { + "type": "object", + "properties": { + "type": { "const": "list" }, + "numbering style": { + "type": "string", + "description": "Marker style (ordered, bullet, etc.)" + }, + "number of list items": { + "type": "integer", + "description": "Item count" + }, + "previous list id": { + "type": "integer", + "description": "Linked list identifier" + }, + "next list id": { + "type": "integer", + "description": "Linked list identifier" + }, + "list items": { + "type": "array", + "description": "Item nodes", + "items": { "$ref": "#/$defs/listItem" } + } + }, + "required": ["numbering style", "number of list items", "list items"] + } + ] + }, + "listItem": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { "$ref": "#/$defs/textProperties" }, + { + "type": "object", + "properties": { + "type": { "const": "list item" }, + "kids": { + "type": "array", + "description": "Nested content elements", + "items": { "$ref": "#/$defs/contentElement" } + } + }, + "required": ["kids"] + } + ] + }, + "image": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { + "type": "object", + "properties": { + "type": { "const": "image" }, + "source": { + "type": "string", + "description": "Relative path to the image file" + }, + "data": { + "type": "string", + "description": "Base64 data URI (when embed-images is enabled)" + }, + "format": { + "type": "string", + "description": "Image format (png, jpeg)", + "enum": ["png", "jpeg"] + } + } + } + ] + }, + "headerFooter": { + "allOf": [ + { "$ref": "#/$defs/baseElement" }, + { + "type": "object", + "properties": { + "type": { + "type": "string", + "enum": ["header", "footer"] + }, + "kids": { + "type": "array", + "description": "Content elements within the header or footer", + "items": { "$ref": "#/$defs/contentElement" } + } + }, + "required": ["kids"] + } + ] + } + } +} diff --git a/scripts/bench.sh b/scripts/bench.sh new file mode 100755 index 0000000..7146a1a --- /dev/null +++ b/scripts/bench.sh @@ -0,0 +1,85 @@ +#!/usr/bin/env bash +# Benchmark script for opendataloader-pdf +# +# Clones opendataloader-bench and runs benchmark against locally built JAR. +# +# Usage: +# ./scripts/bench.sh # Run full benchmark +# ./scripts/bench.sh --doc-id 01030... # Run for specific document +# ./scripts/bench.sh --check-regression # Run with regression check (CI) +# ./scripts/bench.sh --skip-build # Skip Java build step +# +# Environment: +# BENCH_DIR Override bench repo clone location (default: /tmp/opendataloader-bench) + +set -euo pipefail + +SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +PROJECT_ROOT="$(dirname "$SCRIPT_DIR")" +BENCH_REPO="https://github.com/opendataloader-project/opendataloader-bench.git" +BENCH_DIR="${BENCH_DIR:-/tmp/opendataloader-bench}" + +# Parse --skip-build flag (pass everything else through) +SKIP_BUILD=false +ARGS=() +for arg in "$@"; do + if [[ "$arg" == "--skip-build" ]]; then + SKIP_BUILD=true + else + ARGS+=("$arg") + fi +done + +# Find CLI JAR (shaded first, then regular, excluding sources/javadoc/original) +find_jar() { + local target_dir="$PROJECT_ROOT/java/opendataloader-pdf-cli/target" + local jar + jar=$(find "$target_dir" -name "opendataloader-pdf-cli-*-shaded.jar" 2>/dev/null | head -1) + if [[ -z "$jar" ]]; then + jar=$(find "$target_dir" -name "opendataloader-pdf-cli-*.jar" \ + ! -name "*-sources.jar" ! -name "*-javadoc.jar" ! -name "original-*" \ + 2>/dev/null | head -1) + fi + echo "$jar" +} + +# Step 1: Build Java if needed +if [[ "$SKIP_BUILD" == "false" ]]; then + JAR_PATH=$(find_jar) + if [[ -z "$JAR_PATH" ]]; then + echo "Building Java..." + "$SCRIPT_DIR/build-java.sh" + else + echo "Using existing JAR: $JAR_PATH" + fi +fi + +# Step 2: Clone or update bench repo +if [[ -d "$BENCH_DIR/.git" ]]; then + echo "Updating bench repo..." + git -C "$BENCH_DIR" pull --ff-only --quiet 2>/dev/null || true +else + echo "Cloning bench repo..." + git clone --depth 1 "$BENCH_REPO" "$BENCH_DIR" +fi + +# Step 3: Find JAR path +JAR_PATH=$(find_jar) +if [[ -z "$JAR_PATH" ]]; then + echo "Error: No JAR found. Run ./scripts/build-java.sh first." + exit 1 +fi + +# Step 4: Run benchmark with JAR +echo "Running benchmark with JAR: $JAR_PATH" +cd "$BENCH_DIR" + +if ! command -v uv &> /dev/null; then + echo "Error: uv is not installed." + exit 1 +fi + +uv sync --quiet +OPENDATALOADER_JAR="$JAR_PATH" uv run python src/run.py \ + --engine opendataloader \ + "${ARGS[@]}" diff --git a/scripts/build-all.sh b/scripts/build-all.sh new file mode 100755 index 0000000..6c441b9 --- /dev/null +++ b/scripts/build-all.sh @@ -0,0 +1,81 @@ +#!/bin/bash + +# Build and test all packages: Java, Python, Node.js +# Usage: ./scripts/build-all.sh [VERSION] +# Example: ./scripts/build-all.sh 1.0.0 +# If VERSION is not provided, defaults to "0.0.0" + +set -e + +# ================================================================= +# Configuration +# ================================================================= +VERSION="${1:-0.0.0}" +SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)" +ROOT_DIR="$(cd "$SCRIPT_DIR/.." && pwd)" + +# ================================================================= +# Prerequisites Check +# ================================================================= +echo "Checking prerequisites..." + +command -v java >/dev/null || { echo "Error: java not found"; exit 1; } +command -v mvn >/dev/null || { echo "Error: mvn not found"; exit 1; } +command -v uv >/dev/null || { echo "Error: uv not found. Install with: curl -LsSf https://astral.sh/uv/install.sh | sh"; exit 1; } +command -v node >/dev/null || { echo "Error: node not found"; exit 1; } +command -v pnpm >/dev/null || { echo "Error: pnpm not found"; exit 1; } + +echo "All prerequisites found." + +echo "" +echo "========================================" +echo "Building all packages (version: $VERSION)" +echo "========================================" + +# ================================================================= +# Java Build & Test +# ================================================================= +echo "" +echo "[1/3] Java: Building and testing..." +echo "----------------------------------------" + +cd "$ROOT_DIR/java" +mvn versions:set -DnewVersion="$VERSION" -DgenerateBackupPoms=false +"$SCRIPT_DIR/build-java.sh" + +echo "[1/3] Java: Done" + +# ================================================================= +# Python Build & Test +# ================================================================= +echo "" +echo "[2/3] Python: Building and testing..." +echo "----------------------------------------" + +cd "$ROOT_DIR/python/opendataloader-pdf" +sed -i.bak "s/^version = \"[^\"]*\"/version = \"$VERSION\"/" pyproject.toml && rm -f pyproject.toml.bak +"$SCRIPT_DIR/build-python.sh" + +echo "[2/3] Python: Done" + +# ================================================================= +# Node.js Build & Test +# ================================================================= +echo "" +echo "[3/3] Node.js: Building and testing..." +echo "----------------------------------------" + +cd "$ROOT_DIR/node/opendataloader-pdf" +pnpm version "$VERSION" --no-git-tag-version --allow-same-version +"$SCRIPT_DIR/build-node.sh" + +echo "[3/3] Node.js: Done" + +# ================================================================= +# Summary +# ================================================================= +echo "" +echo "========================================" +echo "All builds completed successfully!" +echo "Version: $VERSION" +echo "========================================" diff --git a/scripts/build-java.sh b/scripts/build-java.sh new file mode 100755 index 0000000..7afd30b --- /dev/null +++ b/scripts/build-java.sh @@ -0,0 +1,18 @@ +#!/bin/bash + +# CI/CD build script for Java package +# For local development, use test-java.sh instead + +set -e + +# Prerequisites +command -v java >/dev/null || { echo "Error: java not found"; exit 1; } +command -v mvn >/dev/null || { echo "Error: mvn not found"; exit 1; } + +SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)" +ROOT_DIR="$SCRIPT_DIR/.." +PACKAGE_DIR="$ROOT_DIR/java" +cd "$PACKAGE_DIR" + +# Build and test +mvn -B clean package -P release diff --git a/scripts/build-node.sh b/scripts/build-node.sh new file mode 100755 index 0000000..2f4d76e --- /dev/null +++ b/scripts/build-node.sh @@ -0,0 +1,24 @@ +#!/bin/bash + +# CI/CD build script for Node.js package +# For local development, use test-node.sh instead + +set -e + +# Prerequisites +command -v node >/dev/null || { echo "Error: node not found"; exit 1; } +command -v pnpm >/dev/null || { echo "Error: pnpm not found"; exit 1; } + +SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)" +ROOT_DIR="$SCRIPT_DIR/.." +PACKAGE_DIR="$ROOT_DIR/node/opendataloader-pdf" +cd "$PACKAGE_DIR" + +# Install dependencies +pnpm install --frozen-lockfile + +# Build +pnpm run build + +# Run tests +pnpm test diff --git a/scripts/build-python.sh b/scripts/build-python.sh new file mode 100755 index 0000000..a676afc --- /dev/null +++ b/scripts/build-python.sh @@ -0,0 +1,36 @@ +#!/bin/bash + +# CI/CD build script for Python package using uv +# For local development, use test-python.sh instead + +set -e + +SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)" +ROOT_DIR="$SCRIPT_DIR/.." +PACKAGE_DIR="$ROOT_DIR/python/opendataloader-pdf" +cd "$PACKAGE_DIR" + +# Check uv is available +command -v uv >/dev/null || { echo "Error: uv not found. Install with: curl -LsSf https://astral.sh/uv/install.sh | sh"; exit 1; } + +# Clean previous build +rm -rf dist/ + +# Copy README.md from repo root *before* build. hatchling validates [project.readme] +# during metadata parsing, which runs BEFORE hatch_build.py's build hook — so we +# cannot rely on the hook to provide it. Clean up on exit so branch switches +# don't leave a stale copy in the package dir. +cp "$ROOT_DIR/README.md" "$PACKAGE_DIR/README.md" +trap 'rm -f "$PACKAGE_DIR/README.md"' EXIT + +# Build sdist and wheel packages (hatch_build.py copies JAR/LICENSE/NOTICE/THIRD_PARTY) +uv build + +# Verify sdist contains required artifacts (JAR, LICENSE, NOTICE, THIRD_PARTY) +"$SCRIPT_DIR/verify-python-sdist.sh" + +# Install and run tests (include hybrid extras for full test coverage) +uv sync --extra hybrid +uv run pytest tests -v -s + +echo "Build completed successfully." diff --git a/scripts/experiments/docling_baseline_bench.py b/scripts/experiments/docling_baseline_bench.py new file mode 100644 index 0000000..bb1a95f --- /dev/null +++ b/scripts/experiments/docling_baseline_bench.py @@ -0,0 +1,158 @@ +#!/usr/bin/env python3 +"""Baseline benchmark using docling-serve HTTP API. + +Measures current docling-serve performance for comparison with +FastAPI and subprocess approaches. + +Usage: + python scripts/experiments/docling_baseline_bench.py + +Requirements: + - docling-serve running on localhost:5001 + - requests package installed +""" + +import json +import sys +import time +from pathlib import Path + +import requests + +# Configuration +DOCLING_URL = "http://localhost:5001/v1/convert/file" +PDF_DIR = Path(__file__).parent.parent.parent / "tests" / "benchmark" / "pdfs" +RESULTS_DIR = Path(__file__).parent.parent.parent / "docs" / "hybrid" / "experiments" +RESULTS_FILE = RESULTS_DIR / "baseline_results.json" + + +def convert_pdf(pdf_path: Path) -> dict: + """Convert a single PDF using docling-serve API.""" + with open(pdf_path, "rb") as f: + files = {"files": (pdf_path.name, f, "application/pdf")} + data = { + "to_formats": "md", + "do_ocr": "true", + "do_table_structure": "true", + } + + start_time = time.perf_counter() + response = requests.post(DOCLING_URL, files=files, data=data, timeout=300) + elapsed = time.perf_counter() - start_time + + return { + "filename": pdf_path.name, + "status": "success" if response.status_code == 200 else "error", + "elapsed": elapsed, + "status_code": response.status_code, + } + + +def main(): + """Run baseline benchmark.""" + # Check server health + try: + health = requests.get("http://localhost:5001/health", timeout=5) + if health.status_code != 200: + print("ERROR: docling-serve is not healthy", file=sys.stderr) + sys.exit(1) + except requests.RequestException as e: + print(f"ERROR: Cannot connect to docling-serve: {e}", file=sys.stderr) + sys.exit(1) + + print("=" * 60) + print("Docling-serve Baseline Benchmark") + print("=" * 60) + print(f"PDF directory: {PDF_DIR}") + print(f"Server URL: {DOCLING_URL}") + print() + + # Get PDF files + pdf_files = sorted(PDF_DIR.glob("*.pdf")) + total_files = len(pdf_files) + print(f"Found {total_files} PDF files") + print() + + # Process each PDF + results = [] + total_start = time.perf_counter() + + for i, pdf_path in enumerate(pdf_files, 1): + print(f"[{i:3d}/{total_files}] Processing {pdf_path.name}...", end=" ", flush=True) + + try: + result = convert_pdf(pdf_path) + results.append(result) + print(f"{result['elapsed']:.2f}s ({result['status']})") + except Exception as e: + results.append({ + "filename": pdf_path.name, + "status": "error", + "elapsed": 0, + "error": str(e), + }) + print(f"ERROR: {e}") + + total_elapsed = time.perf_counter() - total_start + + # Calculate statistics + successful = [r for r in results if r["status"] == "success"] + failed = [r for r in results if r["status"] != "success"] + + if successful: + elapsed_times = [r["elapsed"] for r in successful] + avg_time = sum(elapsed_times) / len(elapsed_times) + min_time = min(elapsed_times) + max_time = max(elapsed_times) + else: + avg_time = min_time = max_time = 0 + + # Print summary + print() + print("=" * 60) + print("RESULTS SUMMARY") + print("=" * 60) + print(f"Total documents: {total_files}") + print(f"Successful: {len(successful)}") + print(f"Failed: {len(failed)}") + print() + print(f"Total elapsed: {total_elapsed:.1f}s") + print(f"Average per doc: {avg_time:.3f}s") + print(f"Min: {min_time:.3f}s") + print(f"Max: {max_time:.3f}s") + print("=" * 60) + + # Save results + RESULTS_DIR.mkdir(parents=True, exist_ok=True) + + summary = { + "approach": "baseline", + "description": "docling-serve HTTP API", + "timestamp": time.strftime("%Y-%m-%d %H:%M:%S"), + "config": { + "do_ocr": True, + "do_table_structure": True, + "server_url": DOCLING_URL, + }, + "statistics": { + "total_documents": total_files, + "successful": len(successful), + "failed": len(failed), + "total_elapsed": round(total_elapsed, 2), + "elapsed_per_doc": round(avg_time, 4), + "min_elapsed": round(min_time, 4), + "max_elapsed": round(max_time, 4), + }, + "details": results, + } + + with open(RESULTS_FILE, "w", encoding="utf-8") as f: + json.dump(summary, f, indent=2, ensure_ascii=False) + + print(f"\nResults saved to: {RESULTS_FILE}") + + return avg_time + + +if __name__ == "__main__": + main() diff --git a/scripts/experiments/docling_fastapi_bench.py b/scripts/experiments/docling_fastapi_bench.py new file mode 100644 index 0000000..6d25d7b --- /dev/null +++ b/scripts/experiments/docling_fastapi_bench.py @@ -0,0 +1,289 @@ +#!/usr/bin/env python3 +"""FastAPI experiment benchmark using docling SDK directly. + +Tests the hypothesis that a lightweight FastAPI server with +DocumentConverter singleton is faster than docling-serve. + +This script: +1. Starts an embedded FastAPI server (port 5002) +2. Converts all 200 benchmark PDFs +3. Measures and reports performance + +Usage: + python scripts/experiments/docling_fastapi_bench.py + +Requirements: + - docling package installed + - fastapi, uvicorn packages installed +""" + +import json +import multiprocessing +import os +import sys +import tempfile +import time +from pathlib import Path + +import requests + +# Configuration +FASTAPI_PORT = 5002 +FASTAPI_URL = f"http://localhost:{FASTAPI_PORT}/convert" +PDF_DIR = Path(__file__).parent.parent.parent / "tests" / "benchmark" / "pdfs" +RESULTS_DIR = Path(__file__).parent.parent.parent / "docs" / "hybrid" / "experiments" +RESULTS_FILE = RESULTS_DIR / "fastapi_results.json" + + +def run_server(): + """Run FastAPI server in a subprocess.""" + import uvicorn + from fastapi import FastAPI, File, UploadFile + from fastapi.responses import JSONResponse + + # Import docling after fork to avoid issues + from docling.datamodel.base_models import InputFormat + from docling.datamodel.pipeline_options import ( + EasyOcrOptions, + OcrOptions, + PdfPipelineOptions, + TableFormerMode, + TableStructureOptions, + ) + from docling.document_converter import DocumentConverter, PdfFormatOption + + app = FastAPI() + + # Create singleton DocumentConverter with warm-up + print("Initializing DocumentConverter...", flush=True) + + pipeline_options = PdfPipelineOptions( + do_ocr=True, + do_table_structure=True, + ocr_options=EasyOcrOptions(force_full_page_ocr=False), + table_structure_options=TableStructureOptions( + mode=TableFormerMode.ACCURATE + ), + ) + + converter = DocumentConverter( + format_options={ + InputFormat.PDF: PdfFormatOption(pipeline_options=pipeline_options) + } + ) + print("DocumentConverter initialized.", flush=True) + + @app.get("/health") + def health(): + return {"status": "ok"} + + @app.post("/convert") + async def convert(file: UploadFile = File(...)): + # Save uploaded file to temp location + with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as tmp: + content = await file.read() + tmp.write(content) + tmp_path = tmp.name + + try: + start = time.perf_counter() + result = converter.convert(tmp_path) + elapsed = time.perf_counter() - start + + md_content = result.document.export_to_markdown() + + return JSONResponse({ + "status": "success", + "markdown": md_content, + "processing_time": elapsed, + }) + except Exception: + return JSONResponse({ + "status": "error", + "error": "PDF conversion failed", + }, status_code=500) + finally: + os.unlink(tmp_path) + + uvicorn.run(app, host="0.0.0.0", port=FASTAPI_PORT, log_level="warning") + + +def convert_pdf(pdf_path: Path) -> dict: + """Convert a single PDF using FastAPI server.""" + with open(pdf_path, "rb") as f: + files = {"file": (pdf_path.name, f, "application/pdf")} + + start_time = time.perf_counter() + response = requests.post(FASTAPI_URL, files=files, timeout=300) + elapsed = time.perf_counter() - start_time + + if response.status_code == 200: + data = response.json() + return { + "filename": pdf_path.name, + "status": "success", + "elapsed": elapsed, + "server_time": data.get("processing_time", 0), + } + else: + return { + "filename": pdf_path.name, + "status": "error", + "elapsed": elapsed, + "error": response.text, + } + + +def wait_for_server(max_retries=60, delay=1.0): + """Wait for server to be ready.""" + for i in range(max_retries): + try: + resp = requests.get(f"http://localhost:{FASTAPI_PORT}/health", timeout=5) + if resp.status_code == 200: + return True + except requests.RequestException: + pass + time.sleep(delay) + return False + + +def main(): + """Run FastAPI benchmark.""" + print("=" * 60) + print("FastAPI Experiment Benchmark") + print("=" * 60) + print(f"PDF directory: {PDF_DIR}") + print(f"Server URL: {FASTAPI_URL}") + print() + + # Start server in subprocess + print("Starting FastAPI server...", flush=True) + server_process = multiprocessing.Process(target=run_server, daemon=True) + server_process.start() + + # Wait for server to be ready + print("Waiting for server to initialize (including model loading)...", flush=True) + if not wait_for_server(max_retries=120, delay=1.0): + print("ERROR: Server failed to start", file=sys.stderr) + server_process.terminate() + sys.exit(1) + + print("Server is ready.", flush=True) + print() + + # Get PDF files + pdf_files = sorted(PDF_DIR.glob("*.pdf")) + total_files = len(pdf_files) + print(f"Found {total_files} PDF files") + print() + + # Process each PDF + results = [] + total_start = time.perf_counter() + + try: + for i, pdf_path in enumerate(pdf_files, 1): + print(f"[{i:3d}/{total_files}] Processing {pdf_path.name}...", end=" ", flush=True) + + try: + result = convert_pdf(pdf_path) + results.append(result) + server_time = result.get("server_time", 0) + print(f"{result['elapsed']:.2f}s (server: {server_time:.2f}s) ({result['status']})") + except Exception as e: + results.append({ + "filename": pdf_path.name, + "status": "error", + "elapsed": 0, + "error": str(e), + }) + print(f"ERROR: {e}") + + total_elapsed = time.perf_counter() - total_start + + finally: + # Shutdown server + print("\nShutting down server...", flush=True) + server_process.terminate() + server_process.join(timeout=5) + + # Calculate statistics + successful = [r for r in results if r["status"] == "success"] + failed = [r for r in results if r["status"] != "success"] + + if successful: + elapsed_times = [r["elapsed"] for r in successful] + server_times = [r.get("server_time", 0) for r in successful] + avg_time = sum(elapsed_times) / len(elapsed_times) + avg_server_time = sum(server_times) / len(server_times) + min_time = min(elapsed_times) + max_time = max(elapsed_times) + else: + avg_time = avg_server_time = min_time = max_time = 0 + + # Print summary + print() + print("=" * 60) + print("RESULTS SUMMARY") + print("=" * 60) + print(f"Total documents: {total_files}") + print(f"Successful: {len(successful)}") + print(f"Failed: {len(failed)}") + print() + print(f"Total elapsed: {total_elapsed:.1f}s") + print(f"Average per doc: {avg_time:.3f}s (target: < 0.8s)") + print(f"Avg server time: {avg_server_time:.3f}s") + print(f"Min: {min_time:.3f}s") + print(f"Max: {max_time:.3f}s") + print() + + # Success/Failure check + if avg_time < 0.8: + print("✅ SUCCESS: Average time is below 0.8s threshold!") + else: + print("❌ FAILURE: Average time exceeds 0.8s threshold") + print(" Plan may need to be discarded.") + + print("=" * 60) + + # Save results + RESULTS_DIR.mkdir(parents=True, exist_ok=True) + + summary = { + "approach": "fastapi", + "description": "FastAPI server with docling SDK singleton", + "timestamp": time.strftime("%Y-%m-%d %H:%M:%S"), + "config": { + "do_ocr": True, + "do_table_structure": True, + "server_port": FASTAPI_PORT, + }, + "statistics": { + "total_documents": total_files, + "successful": len(successful), + "failed": len(failed), + "total_elapsed": round(total_elapsed, 2), + "elapsed_per_doc": round(avg_time, 4), + "server_time_per_doc": round(avg_server_time, 4), + "min_elapsed": round(min_time, 4), + "max_elapsed": round(max_time, 4), + }, + "threshold": { + "target": 0.8, + "passed": avg_time < 0.8, + }, + "details": results, + } + + with open(RESULTS_FILE, "w", encoding="utf-8") as f: + json.dump(summary, f, indent=2, ensure_ascii=False) + + print(f"\nResults saved to: {RESULTS_FILE}") + + return avg_time + + +if __name__ == "__main__": + # Required for multiprocessing on macOS + multiprocessing.set_start_method("spawn", force=True) + main() diff --git a/scripts/experiments/docling_speed_report.py b/scripts/experiments/docling_speed_report.py new file mode 100644 index 0000000..7a32639 --- /dev/null +++ b/scripts/experiments/docling_speed_report.py @@ -0,0 +1,211 @@ +#!/usr/bin/env python3 +"""Generate speed comparison report for docling experiments. + +Reads results from all experiment runs and generates a summary report. + +Usage: + python scripts/experiments/docling_speed_report.py +""" + +import json +import sys +from datetime import datetime +from pathlib import Path + +RESULTS_DIR = Path(__file__).parent.parent.parent / "docs" / "hybrid" / "experiments" +REPORT_FILE = RESULTS_DIR / f"speed-experiment-{datetime.now().strftime('%Y-%m-%d')}.md" + + +def load_results(filename: str) -> dict | None: + """Load results from JSON file.""" + path = RESULTS_DIR / filename + if not path.exists(): + return None + with open(path, encoding="utf-8") as f: + return json.load(f) + + +def main(): + """Generate comparison report.""" + print("Loading experiment results...") + + baseline = load_results("baseline_results.json") + fastapi = load_results("fastapi_results.json") + subprocess = load_results("subprocess_results.json") + + if not any([baseline, fastapi, subprocess]): + print("ERROR: No experiment results found", file=sys.stderr) + sys.exit(1) + + # Print console summary + print() + print("=" * 70) + print("DOCLING SPEED EXPERIMENT RESULTS") + print("=" * 70) + print() + + approaches = [] + if baseline: + approaches.append(("baseline", "docling-serve HTTP", baseline)) + if fastapi: + approaches.append(("fastapi", "FastAPI + SDK singleton", fastapi)) + if subprocess: + approaches.append(("subprocess", "Persistent subprocess", subprocess)) + + # Table header + print(f"{'Approach':<15} {'Description':<25} {'Avg (s/doc)':<12} {'Target':<10} {'Status':<10} {'Speedup':<10}") + print("-" * 70) + + baseline_time = baseline["statistics"]["elapsed_per_doc"] if baseline else None + + for name, desc, data in approaches: + stats = data["statistics"] + avg_time = stats["elapsed_per_doc"] + + threshold = data.get("threshold", {}) + target = threshold.get("target", "-") + passed = threshold.get("passed", None) + + if passed is True: + status = "PASS" + elif passed is False: + status = "FAIL" + else: + status = "-" + + # Calculate speedup vs baseline + if baseline_time and name != "baseline": + speedup = f"{baseline_time / avg_time:.1f}x" + else: + speedup = "-" + + print(f"{name:<15} {desc:<25} {avg_time:<12.3f} {str(target):<10} {status:<10} {speedup:<10}") + + print("-" * 70) + print() + + # Decision summary + print("DECISION SUMMARY:") + print("-" * 40) + + fastapi_passed = fastapi and fastapi.get("threshold", {}).get("passed", False) + subprocess_passed = subprocess and subprocess.get("threshold", {}).get("passed", False) + + if fastapi_passed: + print("FastAPI approach: APPROVED (proceed to Phase 1)") + else: + print("FastAPI approach: REJECTED (plan discarded)") + + if subprocess_passed: + print("Subprocess approach: APPROVED (proceed to Phase 1)") + else: + print("Subprocess approach: REJECTED (excluded from plan)") + + print() + + if fastapi_passed: + print("OVERALL: Phase 0 PASSED - Proceed to implementation") + print() + + # Recommendation + if subprocess_passed: + fastapi_time = fastapi["statistics"]["elapsed_per_doc"] + subprocess_time = subprocess["statistics"]["elapsed_per_doc"] + if subprocess_time < fastapi_time: + print(f"RECOMMENDATION: subprocess approach is slightly faster ({subprocess_time:.3f}s vs {fastapi_time:.3f}s)") + print(" However, FastAPI is more production-ready (health checks, easier deployment)") + else: + print(f"RECOMMENDATION: FastAPI approach is faster and more production-ready") + else: + print("OVERALL: Phase 0 FAILED - Plan should be discarded") + + print("=" * 70) + + # Generate markdown report + RESULTS_DIR.mkdir(parents=True, exist_ok=True) + + report = [] + report.append("# Docling Speed Experiment Results") + report.append("") + report.append(f"**Date**: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}") + report.append("") + + report.append("## Summary") + report.append("") + report.append("| Approach | Description | Avg (s/doc) | Target | Status | Speedup |") + report.append("|----------|-------------|-------------|--------|--------|---------|") + + for name, desc, data in approaches: + stats = data["statistics"] + avg_time = stats["elapsed_per_doc"] + threshold = data.get("threshold", {}) + target = threshold.get("target", "-") + passed = threshold.get("passed", None) + + if passed is True: + status = "PASS" + elif passed is False: + status = "FAIL" + else: + status = "-" + + if baseline_time and name != "baseline": + speedup = f"{baseline_time / avg_time:.1f}x" + else: + speedup = "-" + + report.append(f"| {name} | {desc} | {avg_time:.3f} | {target} | {status} | {speedup} |") + + report.append("") + report.append("## Decision") + report.append("") + + if fastapi_passed: + report.append("**Phase 0 PASSED** - FastAPI approach meets the < 0.8s threshold.") + report.append("") + report.append("Proceed to Phase 1 implementation:") + report.append("") + report.append("- [ ] Task 1.1: docling_subprocess_worker.py") + report.append("- [ ] Task 1.2: docling_fast_server.py") + report.append("- [ ] Task 2.1: DoclingSubprocessClient.java") + report.append("- [ ] Task 2.2: DoclingFastServerClient.java") + report.append("- [ ] Task 2.3: HybridClientFactory modification") + report.append("- [ ] Task 3: Benchmark integration") + report.append("- [ ] Task 4: Final validation") + + if subprocess_passed: + report.append("") + report.append("Subprocess approach also passed - both approaches available for implementation.") + else: + report.append("**Phase 0 FAILED** - FastAPI approach exceeds 0.8s threshold.") + report.append("") + report.append("Plan should be discarded. Consider alternative approaches.") + + report.append("") + report.append("## Detailed Statistics") + report.append("") + + for name, desc, data in approaches: + stats = data["statistics"] + report.append(f"### {name.title()}") + report.append("") + report.append(f"- **Description**: {data['description']}") + report.append(f"- **Timestamp**: {data['timestamp']}") + report.append(f"- **Total documents**: {stats['total_documents']}") + report.append(f"- **Successful**: {stats['successful']}") + report.append(f"- **Failed**: {stats['failed']}") + report.append(f"- **Total elapsed**: {stats['total_elapsed']:.1f}s") + report.append(f"- **Average per doc**: {stats['elapsed_per_doc']:.4f}s") + report.append(f"- **Min**: {stats['min_elapsed']:.4f}s") + report.append(f"- **Max**: {stats['max_elapsed']:.4f}s") + report.append("") + + # Write report + with open(REPORT_FILE, "w", encoding="utf-8") as f: + f.write("\n".join(report)) + + print(f"\nReport saved to: {REPORT_FILE}") + + +if __name__ == "__main__": + main() diff --git a/scripts/experiments/docling_subprocess_bench.py b/scripts/experiments/docling_subprocess_bench.py new file mode 100644 index 0000000..4209f91 --- /dev/null +++ b/scripts/experiments/docling_subprocess_bench.py @@ -0,0 +1,331 @@ +#!/usr/bin/env python3 +"""Subprocess experiment benchmark using docling SDK directly. + +Tests the subprocess approach where each PDF is processed by +invoking a Python worker script via subprocess. + +This approach has overhead from: +1. Python interpreter startup +2. Model loading per-process (unless using persistent worker) + +For this experiment, we test a persistent worker approach: +- Single Python process stays alive +- Receives PDF paths via stdin, outputs JSON via stdout + +Usage: + python scripts/experiments/docling_subprocess_bench.py + +Requirements: + - docling package installed +""" + +import base64 +import json +import subprocess +import sys +import tempfile +import time +from pathlib import Path + +# Configuration +PDF_DIR = Path(__file__).parent.parent.parent / "tests" / "benchmark" / "pdfs" +RESULTS_DIR = Path(__file__).parent.parent.parent / "docs" / "hybrid" / "experiments" +RESULTS_FILE = RESULTS_DIR / "subprocess_results.json" + +# Worker script inline - will be written to temp file +WORKER_SCRIPT = ''' +import base64 +import json +import sys +import time +import tempfile +import os + +# Initialize docling once +from docling.datamodel.base_models import InputFormat +from docling.datamodel.pipeline_options import ( + EasyOcrOptions, + PdfPipelineOptions, + TableFormerMode, + TableStructureOptions, +) +from docling.document_converter import DocumentConverter, PdfFormatOption + +print("WORKER_READY", file=sys.stderr, flush=True) + +pipeline_options = PdfPipelineOptions( + do_ocr=True, + do_table_structure=True, + ocr_options=EasyOcrOptions(force_full_page_ocr=False), + table_structure_options=TableStructureOptions( + mode=TableFormerMode.ACCURATE + ), +) + +converter = DocumentConverter( + format_options={ + InputFormat.PDF: PdfFormatOption(pipeline_options=pipeline_options) + } +) + +print("CONVERTER_READY", file=sys.stderr, flush=True) + +# Process requests from stdin +for line in sys.stdin: + line = line.strip() + if not line: + continue + + try: + request = json.loads(line) + pdf_base64 = request.get("pdf_base64") + filename = request.get("filename", "document.pdf") + + # Decode and write to temp file + pdf_bytes = base64.b64decode(pdf_base64) + with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as tmp: + tmp.write(pdf_bytes) + tmp_path = tmp.name + + try: + start = time.perf_counter() + result = converter.convert(tmp_path) + elapsed = time.perf_counter() - start + + md_content = result.document.export_to_markdown() + + response = { + "status": "success", + "filename": filename, + "markdown": md_content, + "processing_time": elapsed, + } + except Exception as e: + response = { + "status": "error", + "filename": filename, + "error": str(e), + } + finally: + os.unlink(tmp_path) + + print(json.dumps(response), flush=True) + + except Exception as e: + response = { + "status": "error", + "error": str(e), + } + print(json.dumps(response), flush=True) +''' + + +def convert_pdf(process: subprocess.Popen, pdf_path: Path) -> dict: + """Convert a single PDF using subprocess worker.""" + # Read PDF and encode as base64 + with open(pdf_path, "rb") as f: + pdf_bytes = f.read() + pdf_base64 = base64.b64encode(pdf_bytes).decode("ascii") + + # Send request + request = { + "pdf_base64": pdf_base64, + "filename": pdf_path.name, + } + + start_time = time.perf_counter() + process.stdin.write(json.dumps(request) + "\n") + process.stdin.flush() + + # Read response + response_line = process.stdout.readline() + elapsed = time.perf_counter() - start_time + + if response_line: + try: + response = json.loads(response_line) + response["client_elapsed"] = elapsed + return response + except json.JSONDecodeError as e: + return { + "filename": pdf_path.name, + "status": "error", + "error": f"JSON decode error: {e}", + "client_elapsed": elapsed, + } + else: + return { + "filename": pdf_path.name, + "status": "error", + "error": "No response from worker", + "client_elapsed": elapsed, + } + + +def main(): + """Run subprocess benchmark.""" + print("=" * 60) + print("Subprocess Experiment Benchmark") + print("=" * 60) + print(f"PDF directory: {PDF_DIR}") + print() + + # Write worker script to temp file + with tempfile.NamedTemporaryFile(mode="w", suffix=".py", delete=False) as f: + f.write(WORKER_SCRIPT) + worker_path = f.name + + print("Starting worker process...", flush=True) + + try: + # Start worker process + process = subprocess.Popen( + [sys.executable, worker_path], + stdin=subprocess.PIPE, + stdout=subprocess.PIPE, + stderr=subprocess.PIPE, + text=True, + bufsize=1, # Line buffered + ) + + # Wait for worker to be ready (read stderr for status messages) + print("Waiting for worker to initialize (including model loading)...", flush=True) + + ready_count = 0 + while ready_count < 2: + line = process.stderr.readline() + if "WORKER_READY" in line: + ready_count += 1 + print(" - Worker process started", flush=True) + elif "CONVERTER_READY" in line: + ready_count += 1 + print(" - DocumentConverter initialized", flush=True) + elif process.poll() is not None: + print("ERROR: Worker process died unexpectedly", file=sys.stderr) + remaining_stderr = process.stderr.read() + print(remaining_stderr, file=sys.stderr) + sys.exit(1) + + print("Worker is ready.", flush=True) + print() + + # Get PDF files + pdf_files = sorted(PDF_DIR.glob("*.pdf")) + total_files = len(pdf_files) + print(f"Found {total_files} PDF files") + print() + + # Process each PDF + results = [] + total_start = time.perf_counter() + + for i, pdf_path in enumerate(pdf_files, 1): + print(f"[{i:3d}/{total_files}] Processing {pdf_path.name}...", end=" ", flush=True) + + try: + result = convert_pdf(process, pdf_path) + results.append(result) + server_time = result.get("processing_time", 0) + client_time = result.get("client_elapsed", 0) + print(f"{client_time:.2f}s (server: {server_time:.2f}s) ({result['status']})") + except Exception as e: + results.append({ + "filename": pdf_path.name, + "status": "error", + "client_elapsed": 0, + "error": str(e), + }) + print(f"ERROR: {e}") + + total_elapsed = time.perf_counter() - total_start + + finally: + # Shutdown worker + print("\nShutting down worker...", flush=True) + if process.poll() is None: + process.stdin.close() + process.terminate() + process.wait(timeout=5) + + # Clean up worker script + import os + os.unlink(worker_path) + + # Calculate statistics + successful = [r for r in results if r["status"] == "success"] + failed = [r for r in results if r["status"] != "success"] + + if successful: + client_times = [r.get("client_elapsed", 0) for r in successful] + server_times = [r.get("processing_time", 0) for r in successful] + avg_client_time = sum(client_times) / len(client_times) + avg_server_time = sum(server_times) / len(server_times) + min_time = min(client_times) + max_time = max(client_times) + else: + avg_client_time = avg_server_time = min_time = max_time = 0 + + # Print summary + print() + print("=" * 60) + print("RESULTS SUMMARY") + print("=" * 60) + print(f"Total documents: {total_files}") + print(f"Successful: {len(successful)}") + print(f"Failed: {len(failed)}") + print() + print(f"Total elapsed: {total_elapsed:.1f}s") + print(f"Average per doc: {avg_client_time:.3f}s (target: < 1.0s)") + print(f"Avg server time: {avg_server_time:.3f}s") + print(f"Min: {min_time:.3f}s") + print(f"Max: {max_time:.3f}s") + print() + + # Success/Failure check + if avg_client_time < 1.0: + print("✅ SUCCESS: Average time is below 1.0s threshold!") + else: + print("❌ FAILURE: Average time exceeds 1.0s threshold") + print(" Subprocess approach will be excluded.") + + print("=" * 60) + + # Save results + RESULTS_DIR.mkdir(parents=True, exist_ok=True) + + summary = { + "approach": "subprocess", + "description": "Persistent Python subprocess with docling SDK", + "timestamp": time.strftime("%Y-%m-%d %H:%M:%S"), + "config": { + "do_ocr": True, + "do_table_structure": True, + "worker_type": "persistent", + }, + "statistics": { + "total_documents": total_files, + "successful": len(successful), + "failed": len(failed), + "total_elapsed": round(total_elapsed, 2), + "elapsed_per_doc": round(avg_client_time, 4), + "server_time_per_doc": round(avg_server_time, 4), + "min_elapsed": round(min_time, 4), + "max_elapsed": round(max_time, 4), + }, + "threshold": { + "target": 1.0, + "passed": avg_client_time < 1.0, + }, + "details": results, + } + + with open(RESULTS_FILE, "w", encoding="utf-8") as f: + json.dump(summary, f, indent=2, ensure_ascii=False) + + print(f"\nResults saved to: {RESULTS_FILE}") + + return avg_client_time + + +if __name__ == "__main__": + main() diff --git a/scripts/generate-options.mjs b/scripts/generate-options.mjs new file mode 100644 index 0000000..9e18dff --- /dev/null +++ b/scripts/generate-options.mjs @@ -0,0 +1,547 @@ +#!/usr/bin/env node +/** + * Generates CLI option definitions for Node.js, Python, and documentation + * from the single source of truth (options.json). + * + * Usage: node scripts/generate-options.mjs + */ + +import { readFileSync, writeFileSync, mkdirSync } from 'node:fs'; +import { dirname, join } from 'node:path'; +import { fileURLToPath } from 'node:url'; +import { escapeMarkdown, formatTable } from './utils.mjs'; + +const __dirname = dirname(fileURLToPath(import.meta.url)); +const ROOT_DIR = join(__dirname, '..'); + +// Read options.json +const optionsPath = join(ROOT_DIR, 'options.json'); +const options = JSON.parse(readFileSync(optionsPath, 'utf-8')); + +const AUTO_GENERATED_HEADER = `// AUTO-GENERATED FROM options.json - DO NOT EDIT DIRECTLY +// Run \`npm run generate-options\` to regenerate +`; + +const AUTO_GENERATED_HEADER_PYTHON = `# AUTO-GENERATED FROM options.json - DO NOT EDIT DIRECTLY +# Run \`npm run generate-options\` to regenerate +`; + +const AUTO_GENERATED_HEADER_MDX = `{/* AUTO-GENERATED FROM options.json - DO NOT EDIT DIRECTLY */} +{/* Run \`npm run generate-options\` to regenerate */} + +`; + +/** + * Convert kebab-case to camelCase + */ +function toCamelCase(str) { + return str.replace(/-([a-z])/g, (_, letter) => letter.toUpperCase()); +} + +/** + * Convert kebab-case to snake_case + */ +function toSnakeCase(str) { + return str.replace(/-/g, '_'); +} + +/** + * Options that accept comma-separated list values. + */ +const LIST_OPTIONS = new Set(['format', 'content-safety-off']); + +/** + * Check if option supports list values. + */ +function isListOption(opt) { + return LIST_OPTIONS.has(opt.name); +} + +/** + * Escape string for use in generated code. + * @param {string} str - The string to escape + * @param {string} quote - The quote character (' or ") + * @param {object} options - Additional escape options + * @param {boolean} options.escapePercent - Escape % as %% for Python argparse + */ +function escapeString(str, quote = "'", { escapePercent = false } = {}) { + let result = str.replace(/\\/g, '\\\\'); // escape backslashes first + if (quote === "'") { + result = result.replace(/'/g, "\\'"); + } else { + result = result.replace(/"/g, '\\"'); + } + if (escapePercent) { + result = result.replace(/%/g, '%%'); + } + return result; +} + +/** + * Generate Node.js CLI options file + */ +function generateNodeCliOptions() { + const lines = [AUTO_GENERATED_HEADER]; + lines.push(`import { Command } from 'commander';`); + lines.push(''); + lines.push('/**'); + lines.push(' * Register all CLI options on the given Commander program.'); + lines.push(' */'); + lines.push('export function registerCliOptions(program: Command): void {'); + + for (const opt of options.options) { + const flags = opt.shortName + ? `-${opt.shortName}, --${opt.name}${opt.type === 'string' ? ' ' : ''}` + : `--${opt.name}${opt.type === 'string' ? ' ' : ''}`; + + const description = escapeString(opt.description, "'"); + lines.push(` program.option('${flags}', '${description}');`); + } + + lines.push('}'); + lines.push(''); + + const outputPath = join(ROOT_DIR, 'node/opendataloader-pdf/src/cli-options.generated.ts'); + writeFileSync(outputPath, lines.join('\n')); + console.log(`Generated: ${outputPath}`); +} + +/** + * Generate Node.js ConvertOptions interface and helper functions + */ +function generateNodeConvertOptions() { + const lines = [AUTO_GENERATED_HEADER]; + + // Generate ConvertOptions interface + lines.push('/**'); + lines.push(' * Options for the convert function.'); + lines.push(' */'); + lines.push('export interface ConvertOptions {'); + + for (const opt of options.options) { + const camelName = toCamelCase(opt.name); + let tsType = 'string'; + + if (opt.type === 'boolean') { + tsType = 'boolean'; + } else if (isListOption(opt)) { + tsType = 'string | string[]'; + } + + lines.push(` /** ${opt.description} */`); + lines.push(` ${camelName}?: ${tsType};`); + } + + lines.push('}'); + lines.push(''); + + // Generate CliOptions interface (for CLI parsing - all values are strings from commander) + lines.push('/**'); + lines.push(' * Options as parsed from CLI (all values are strings from commander).'); + lines.push(' */'); + lines.push('export interface CliOptions {'); + + for (const opt of options.options) { + const camelName = toCamelCase(opt.name); + const tsType = opt.type === 'boolean' ? 'boolean' : 'string'; + lines.push(` ${camelName}?: ${tsType};`); + } + + lines.push('}'); + lines.push(''); + + // Generate buildConvertOptions function + lines.push('/**'); + lines.push(' * Convert CLI options to ConvertOptions.'); + lines.push(' */'); + lines.push('export function buildConvertOptions(cliOptions: CliOptions): ConvertOptions {'); + lines.push(' const convertOptions: ConvertOptions = {};'); + lines.push(''); + + for (const opt of options.options) { + const camelName = toCamelCase(opt.name); + if (opt.type === 'boolean') { + lines.push(` if (cliOptions.${camelName}) {`); + lines.push(` convertOptions.${camelName} = true;`); + lines.push(' }'); + } else { + lines.push(` if (cliOptions.${camelName}) {`); + lines.push(` convertOptions.${camelName} = cliOptions.${camelName};`); + lines.push(' }'); + } + } + + lines.push(''); + lines.push(' return convertOptions;'); + lines.push('}'); + lines.push(''); + + // Generate buildArgs function + lines.push('/**'); + lines.push(' * Build CLI arguments array from ConvertOptions.'); + lines.push(' */'); + lines.push('export function buildArgs(options: ConvertOptions): string[] {'); + lines.push(' const args: string[] = [];'); + lines.push(''); + + for (const opt of options.options) { + const camelName = toCamelCase(opt.name); + const cliFlag = `--${opt.name}`; + + if (opt.type === 'boolean') { + lines.push(` if (options.${camelName}) {`); + lines.push(` args.push('${cliFlag}');`); + lines.push(' }'); + } else if (isListOption(opt)) { + lines.push(` if (options.${camelName}) {`); + lines.push(` if (Array.isArray(options.${camelName})) {`); + lines.push(` if (options.${camelName}.length > 0) {`); + lines.push(` args.push('${cliFlag}', options.${camelName}.join(','));`); + lines.push(' }'); + lines.push(' } else {'); + lines.push(` args.push('${cliFlag}', options.${camelName});`); + lines.push(' }'); + lines.push(' }'); + } else { + lines.push(` if (options.${camelName}) {`); + lines.push(` args.push('${cliFlag}', options.${camelName});`); + lines.push(' }'); + } + } + + lines.push(''); + lines.push(' return args;'); + lines.push('}'); + lines.push(''); + + const outputPath = join(ROOT_DIR, 'node/opendataloader-pdf/src/convert-options.generated.ts'); + writeFileSync(outputPath, lines.join('\n')); + console.log(`Generated: ${outputPath}`); +} + +/** + * Generate Python CLI options file (cli_options.py) + */ +function generatePythonCliOptions() { + const lines = [AUTO_GENERATED_HEADER_PYTHON]; + lines.push('"""'); + lines.push('CLI option definitions for opendataloader-pdf.'); + lines.push('"""'); + lines.push('from typing import Any, Dict, List'); + lines.push(''); + lines.push(''); + lines.push('# Option metadata list'); + lines.push('CLI_OPTIONS: List[Dict[str, Any]] = ['); + + for (const opt of options.options) { + const snakeName = toSnakeCase(opt.name); + const defaultValue = opt.default === null ? 'None' + : typeof opt.default === 'boolean' ? (opt.default ? 'True' : 'False') + : `"${opt.default}"`; + + lines.push(' {'); + lines.push(` "name": "${opt.name}",`); + lines.push(` "python_name": "${snakeName}",`); + lines.push(` "short_name": ${opt.shortName ? `"${opt.shortName}"` : 'None'},`); + lines.push(` "type": "${opt.type}",`); + lines.push(` "required": ${opt.required ? 'True' : 'False'},`); + lines.push(` "default": ${defaultValue},`); + lines.push(` "description": "${escapeString(opt.description, '"', { escapePercent: true })}",`); + lines.push(' },'); + } + + lines.push(']'); + lines.push(''); + lines.push(''); + lines.push('def add_options_to_parser(parser) -> None:'); + lines.push(' """Add all CLI options to an argparse.ArgumentParser."""'); + lines.push(' for opt in CLI_OPTIONS:'); + lines.push(' flags = []'); + lines.push(' if opt["short_name"]:'); + lines.push(" flags.append(f'-{opt[\"short_name\"]}')"); + lines.push(" flags.append(f'--{opt[\"name\"]}')"); + lines.push(''); + lines.push(' kwargs = {"help": opt["description"]}'); + lines.push(' if opt["type"] == "boolean":'); + lines.push(' kwargs["action"] = "store_true"'); + lines.push(' else:'); + lines.push(' kwargs["default"] = None'); + lines.push(''); + lines.push(' parser.add_argument(*flags, **kwargs)'); + lines.push(''); + + const outputPath = join(ROOT_DIR, 'python/opendataloader-pdf/src/opendataloader_pdf/cli_options_generated.py'); + mkdirSync(dirname(outputPath), { recursive: true }); + writeFileSync(outputPath, lines.join('\n')); + console.log(`Generated: ${outputPath}`); +} + +/** + * Generate Python convert function (convert.py) + */ +function generatePythonConvert() { + const lines = [AUTO_GENERATED_HEADER_PYTHON]; + lines.push('"""'); + lines.push('Auto-generated convert function for opendataloader-pdf.'); + lines.push('"""'); + lines.push('from typing import List, Optional, Union'); + lines.push(''); + lines.push('from .runner import run_jar'); + lines.push(''); + lines.push(''); + + // Generate function signature + lines.push('def convert('); + lines.push(' input_path: Union[str, List[str]],'); + + for (const opt of options.options) { + const snakeName = toSnakeCase(opt.name); + let typeHint; + let defaultVal; + + if (opt.type === 'boolean') { + typeHint = 'bool'; + defaultVal = opt.default ? 'True' : 'False'; + } else if (isListOption(opt)) { + typeHint = 'Optional[Union[str, List[str]]]'; + defaultVal = 'None'; + } else { + typeHint = 'Optional[str]'; + defaultVal = 'None'; + } + + lines.push(` ${snakeName}: ${typeHint} = ${defaultVal},`); + } + + lines.push(') -> None:'); + lines.push(' """'); + lines.push(' Convert PDF(s) into the requested output format(s).'); + lines.push(''); + lines.push(' Args:'); + lines.push(' input_path: One or more input PDF file paths or directories'); + + for (const opt of options.options) { + const snakeName = toSnakeCase(opt.name); + lines.push(` ${snakeName}: ${opt.description}`); + } + + lines.push(' """'); + + // Generate function body + lines.push(' args: List[str] = []'); + lines.push(''); + lines.push(' # Build input paths'); + lines.push(' if isinstance(input_path, list):'); + lines.push(' args.extend(input_path)'); + lines.push(' else:'); + lines.push(' args.append(input_path)'); + lines.push(''); + + // Generate args building for each option + for (const opt of options.options) { + const snakeName = toSnakeCase(opt.name); + const cliFlag = `--${opt.name}`; + + if (opt.type === 'boolean') { + lines.push(` if ${snakeName}:`); + lines.push(` args.append("${cliFlag}")`); + } else if (isListOption(opt)) { + lines.push(` if ${snakeName}:`); + lines.push(` if isinstance(${snakeName}, list):`); + lines.push(` if ${snakeName}:`); + lines.push(` args.extend(["${cliFlag}", ",".join(${snakeName})])`); + lines.push(` else:`); + lines.push(` args.extend(["${cliFlag}", ${snakeName}])`); + } else { + lines.push(` if ${snakeName}:`); + lines.push(` args.extend(["${cliFlag}", ${snakeName}])`); + } + } + + lines.push(''); + lines.push(' run_jar(args, quiet)'); + lines.push(''); + + const outputPath = join(ROOT_DIR, 'python/opendataloader-pdf/src/opendataloader_pdf/convert_generated.py'); + mkdirSync(dirname(outputPath), { recursive: true }); + writeFileSync(outputPath, lines.join('\n')); + console.log(`Generated: ${outputPath}`); +} + +/** + * Generate Python convert() options table (MDX snippet) + */ +function generatePythonConvertOptionsMdx() { + const lines = []; + lines.push('---'); + lines.push('title: Python Convert Options'); + lines.push('description: Options for the Python convert function'); + lines.push('---'); + lines.push(''); + lines.push(AUTO_GENERATED_HEADER_MDX); + + // Build rows array + const rows = []; + + // Add input_path first (not in options.json) + rows.push(['`input_path`', String.raw`\`str \| list[str]\``, 'required', 'One or more input PDF file paths or directories']); + + for (const opt of options.options) { + const snakeName = toSnakeCase(opt.name); + let pyType = 'str'; + if (opt.type === 'boolean') { + pyType = 'bool'; + } else if (isListOption(opt)) { + pyType = String.raw`str \| list[str]`; + } + + const defaultVal = opt.default === null ? '-' + : typeof opt.default === 'boolean' ? (opt.default ? '`True`' : '`False`') + : `\`"${opt.default}"\``; + + const description = escapeMarkdown(opt.description); + rows.push([`\`${snakeName}\``, `\`${pyType}\``, defaultVal, description]); + } + + lines.push(...formatTable(['Parameter', 'Type', 'Default', 'Description'], rows)); + lines.push(''); + + const outputPath = join(ROOT_DIR, 'content/docs/reference/python-convert-options.mdx'); + mkdirSync(dirname(outputPath), { recursive: true }); + writeFileSync(outputPath, lines.join('\n')); + console.log(`Generated: ${outputPath}`); +} + +/** + * Generate Node.js convert() options table (MDX snippet) + */ +function generateNodeConvertOptionsMdx() { + const lines = []; + lines.push('---'); + lines.push('title: Node.js Convert Options'); + lines.push('description: Options for the Node.js convert function'); + lines.push('---'); + lines.push(''); + lines.push(AUTO_GENERATED_HEADER_MDX); + + // Build rows array + const rows = []; + + for (const opt of options.options) { + const camelName = toCamelCase(opt.name); + let tsType = 'string'; + if (opt.type === 'boolean') { + tsType = 'boolean'; + } else if (isListOption(opt)) { + tsType = String.raw`string \| string[]`; + } + + const defaultVal = opt.default === null ? '-' + : typeof opt.default === 'boolean' ? `\`${opt.default}\`` + : `\`"${opt.default}"\``; + + const description = escapeMarkdown(opt.description); + rows.push([`\`${camelName}\``, `\`${tsType}\``, defaultVal, description]); + } + + lines.push(...formatTable(['Option', 'Type', 'Default', 'Description'], rows)); + lines.push(''); + + const outputPath = join(ROOT_DIR, 'content/docs/reference/node-convert-options.mdx'); + mkdirSync(dirname(outputPath), { recursive: true }); + writeFileSync(outputPath, lines.join('\n')); + console.log(`Generated: ${outputPath}`); +} + +/** + * Generate options reference documentation (MDX) + */ +function generateOptionsReferenceMdx() { + // Build rows array + const rows = []; + + for (const opt of options.options) { + const longOpt = `\`--${opt.name}\``; + const shortOpt = opt.shortName ? `\`-${opt.shortName}\`` : '-'; + const type = `\`${opt.type}\``; + const defaultVal = opt.default === null ? '-' + : typeof opt.default === 'boolean' ? `\`${opt.default}\`` + : `\`"${opt.default}"\``; + const description = escapeMarkdown(opt.description); + + rows.push([longOpt, shortOpt, type, defaultVal, description]); + } + + const lines = [ + '---', + 'title: CLI Options Reference', + 'description: Complete reference for all CLI options', + '---', + '', + AUTO_GENERATED_HEADER_MDX.trimEnd(), + '# CLI Options Reference', + '', + 'This page documents all available CLI options for opendataloader-pdf.', + '', + '## Options', + '', + ...formatTable(['Option', 'Short', 'Type', 'Default', 'Description'], rows), + '', + '## Examples', + '', + '### Basic conversion', + '', + '```bash', + 'opendataloader-pdf document.pdf -o ./output -f json,markdown', + '```', + '', + '### Convert entire folder', + '', + '```bash', + 'opendataloader-pdf ./pdf-folder -o ./output -f json', + '```', + '', + '### Save images as external files', + '', + '```bash', + 'opendataloader-pdf document.pdf -f markdown --image-output external', + '```', + '', + '### Disable reading order sorting', + '', + '```bash', + 'opendataloader-pdf document.pdf -f json --reading-order off', + '```', + '', + '### Add page separators in output', + '', + '```bash', + 'opendataloader-pdf document.pdf -f markdown --markdown-page-separator "--- Page %page-number% ---"', + '```', + '', + '### Encrypted PDF', + '', + '```bash', + 'opendataloader-pdf encrypted.pdf -p mypassword -o ./output', + '```', + '', + ]; + + const outputPath = join(ROOT_DIR, 'content/docs/reference/cli-options.mdx'); + mkdirSync(dirname(outputPath), { recursive: true }); + writeFileSync(outputPath, lines.join('\n')); + console.log(`Generated: ${outputPath}`); +} + +// Run all generators +console.log('Generating files from options.json...\n'); + +generateNodeCliOptions(); +generateNodeConvertOptions(); +generatePythonCliOptions(); +generatePythonConvert(); +generateOptionsReferenceMdx(); +generatePythonConvertOptionsMdx(); +generateNodeConvertOptionsMdx(); + +console.log('\nDone!'); diff --git a/scripts/generate-schema.mjs b/scripts/generate-schema.mjs new file mode 100644 index 0000000..efc6717 --- /dev/null +++ b/scripts/generate-schema.mjs @@ -0,0 +1,263 @@ +#!/usr/bin/env node +/** + * Generates JSON Schema documentation from the single source of truth (schema.json). + * + * Usage: node scripts/generate-schema.mjs + */ + +import { readFileSync, writeFileSync, mkdirSync } from 'node:fs'; +import { dirname, join } from 'node:path'; +import { fileURLToPath } from 'node:url'; +import { escapeMarkdown, formatTable } from './utils.mjs'; + +const __dirname = dirname(fileURLToPath(import.meta.url)); +const ROOT_DIR = join(__dirname, '..'); + +// Read schema.json +const schemaPath = join(ROOT_DIR, 'schema.json'); +const schema = JSON.parse(readFileSync(schemaPath, 'utf-8')); + +const AUTO_GENERATED_HEADER_MDX = `{/* AUTO-GENERATED FROM schema.json - DO NOT EDIT DIRECTLY */} +{/* Run \`npm run generate-schema\` to regenerate */} + +`; + +/** + * Get JSON Schema type as a readable string. + */ +function formatType(prop) { + if (!prop) return 'any'; + + if (prop.$ref) { + const refName = prop.$ref.split('/').pop(); + return `\`${refName}\``; + } + + if (prop.oneOf) { + return prop.oneOf.map(formatType).join(' \\| '); + } + + if (prop.const) { + return `\`"${prop.const}"\``; + } + + if (prop.enum) { + return prop.enum.map(v => `\`${v}\``).join(', '); + } + + if (Array.isArray(prop.type)) { + return prop.type.map(t => `\`${t}\``).join(' \\| '); + } + + if (prop.type === 'array') { + if (prop.items) { + return `\`array\``; + } + return `\`array\``; + } + + return `\`${prop.type || 'any'}\``; +} + +/** + * Check if a property is required. + */ +function isRequired(propName, requiredList) { + return requiredList && requiredList.includes(propName); +} + +/** + * Generate JSON Schema documentation (MDX). + */ +function generateJsonSchemaMdx() { + const lines = []; + lines.push('---'); + lines.push('title: JSON Schema'); + lines.push('description: Understand the layout structure emitted by OpenDataLoader PDF'); + lines.push('---'); + lines.push(''); + lines.push(AUTO_GENERATED_HEADER_MDX); + + lines.push('Every conversion that includes the `json` format produces a hierarchical document describing detected elements (pages, tables, lists, captions, etc.). Use the following reference to map fields into your downstream processors.'); + lines.push(''); + + // Helper to build rows from schema properties + const buildRows = (properties, requiredList) => + Object.entries(properties).map(([name, prop]) => [ + `\`${name}\``, + formatType(prop), + isRequired(name, requiredList) ? 'Yes' : 'No', + escapeMarkdown(prop.description || '') + ]); + + // Root node + const rootRows = buildRows(schema.properties, schema.required); + lines.push( + '## Root node', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], rootRows), + '' + ); + + // Common content fields (baseElement) + const baseElement = schema.$defs.baseElement; + const baseRows = buildRows(baseElement.properties, baseElement.required); + lines.push( + '## Common content fields', + '', + 'All content elements share these base properties:', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], baseRows), + '' + ); + + // Text properties + const textProps = schema.$defs.textProperties; + const textRows = buildRows(textProps.properties, textProps.required); + lines.push( + '## Text properties', + '', + 'Text nodes (`paragraph`, `heading`, `caption`, `list item`) include these additional fields:', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], textRows), + '' + ); + + // Headings + lines.push( + '## Headings', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`heading level`', '`integer`', 'Yes', 'Heading level (e.g., 1 for h1)'] + ]), + '' + ); + + // Captions + lines.push( + '## Captions', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`linked content id`', '`integer`', 'No', 'ID of the linked content element (table, image, etc.)'] + ]), + '' + ); + + // Tables + lines.push( + '## Tables', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`number of rows`', '`integer`', 'Yes', 'Row count'], + ['`number of columns`', '`integer`', 'Yes', 'Column count'], + ['`previous table id`', '`integer`', 'No', 'Linked table identifier (if broken across pages)'], + ['`next table id`', '`integer`', 'No', 'Linked table identifier'], + ['`rows`', '`array`', 'Yes', 'Row objects'] + ]), + '' + ); + + // Table rows + lines.push( + '### Table rows', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`type`', '`"table row"`', 'Yes', 'Element type'], + ['`row number`', '`integer`', 'Yes', 'Row index (1-indexed)'], + ['`cells`', '`array`', 'Yes', 'Cell objects'] + ]), + '' + ); + + // Table cells + lines.push( + '### Table cells', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`row number`', '`integer`', 'Yes', 'Row index of the cell (1-indexed)'], + ['`column number`', '`integer`', 'Yes', 'Column index of the cell (1-indexed)'], + ['`row span`', '`integer`', 'Yes', 'Number of rows spanned'], + ['`column span`', '`integer`', 'Yes', 'Number of columns spanned'], + ['`kids`', '`array`', 'Yes', 'Nested content elements'] + ]), + '' + ); + + // Lists + lines.push( + '## Lists', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`numbering style`', '`string`', 'Yes', 'Marker style (ordered, bullet, etc.)'], + ['`number of list items`', '`integer`', 'Yes', 'Item count'], + ['`previous list id`', '`integer`', 'No', 'Linked list identifier'], + ['`next list id`', '`integer`', 'No', 'Linked list identifier'], + ['`list items`', '`array`', 'Yes', 'Item nodes'] + ]), + '' + ); + + // List items + lines.push( + '### List items', + '', + 'List items include text properties plus:', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`kids`', '`array`', 'Yes', 'Nested content elements'] + ]), + '' + ); + + // Images + lines.push( + '## Images', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`source`', '`string`', 'No', 'Relative path to the image file'], + ['`data`', '`string`', 'No', 'Base64 data URI (when image-output is "embedded")'], + ['`format`', '`string`', 'No', 'Image format (`png`, `jpeg`)'] + ]), + '' + ); + + // Headers and footers + lines.push( + '## Headers and footers', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`type`', '`string`', 'Yes', 'Either `header` or `footer`'], + ['`kids`', '`array`', 'Yes', 'Content elements within the header or footer'] + ]), + '' + ); + + // Text blocks + lines.push( + '## Text blocks', + '', + ...formatTable(['Field', 'Type', 'Required', 'Description'], [ + ['`kids`', '`array`', 'Yes', 'Text block children'] + ]), + '' + ); + + lines.push( + '## JSON Schema', + '', + 'The complete JSON Schema is available at [`schema.json`](https://github.com/opendataloader-project/opendataloader-pdf/blob/main/schema.json) in the repository root.' + ); + lines.push(''); + + const outputPath = join(ROOT_DIR, 'content/docs/reference/json-schema.mdx'); + mkdirSync(dirname(outputPath), { recursive: true }); + writeFileSync(outputPath, lines.join('\n')); + console.log(`Generated: ${outputPath}`); +} + +// Run all generators +console.log('Generating files from schema.json...\n'); + +generateJsonSchemaMdx(); + +console.log('\nDone!'); diff --git a/scripts/run-cli.sh b/scripts/run-cli.sh new file mode 100755 index 0000000..5a0bc17 --- /dev/null +++ b/scripts/run-cli.sh @@ -0,0 +1,59 @@ +#!/bin/bash + +# Run the Java CLI directly +# Usage: ./scripts/run-cli.sh [options] [input...] +# +# If no arguments: uses DEFAULT_ARGS +# If arguments given: uses only the provided arguments +# +# Examples: +# ./scripts/run-cli.sh # Use defaults +# ./scripts/run-cli.sh -f markdown my.pdf # Custom args only + +set -e + +SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)" +ROOT_DIR="$SCRIPT_DIR/.." +JAR_DIR="$ROOT_DIR/java/opendataloader-pdf-cli/target" + +# Defaults (used only when no arguments provided) +DEFAULT_ARGS=("-f" "json,markdown,html,pdf" "-o" "$ROOT_DIR/samples/temp" "$ROOT_DIR/samples/pdf") + +# Check if Java is installed +command -v java >/dev/null || { echo "Error: java not found"; exit 1; } + +# Find the shaded JAR (excludes original-* and *-sources.jar) +find_jar() { + find "$JAR_DIR" -maxdepth 1 -name "opendataloader-pdf-cli-*.jar" \ + ! -name "original-*" \ + ! -name "*-sources.jar" \ + ! -name "*-javadoc.jar" \ + 2>/dev/null | head -1 +} + +JAR_PATH=$(find_jar) + +# Build JAR if it doesn't exist +if [ -z "$JAR_PATH" ] || [ ! -f "$JAR_PATH" ]; then + echo "JAR not found. Building..." + cd "$ROOT_DIR/java" + mvn -B package -DskipTests -q + cd "$ROOT_DIR" + JAR_PATH=$(find_jar) +fi + +if [ -z "$JAR_PATH" ]; then + echo "Error: Could not find CLI JAR file" + exit 1 +fi + +# Use defaults if no arguments, otherwise use provided arguments only +if [ $# -eq 0 ]; then + ARGS=("${DEFAULT_ARGS[@]}") +else + ARGS=("$@") +fi + +# Run the CLI. Headless flags suppress the macOS Dock icon / focus theft when +# AWT/ImageIO/PDFBox initialize. Safe on all OSes — the CLI never opens a UI. +java -Djava.awt.headless=true -Dapple.awt.UIElement=true -jar "$JAR_PATH" "${ARGS[@]}" diff --git a/scripts/test-java.sh b/scripts/test-java.sh new file mode 100755 index 0000000..d6e6a95 --- /dev/null +++ b/scripts/test-java.sh @@ -0,0 +1,18 @@ +#!/bin/bash + +# Local development test script for Java package +# For CI/CD builds, use build-java.sh instead + +set -e + +# Prerequisites +command -v java >/dev/null || { echo "Error: java not found"; exit 1; } +command -v mvn >/dev/null || { echo "Error: mvn not found"; exit 1; } + +SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)" +ROOT_DIR="$SCRIPT_DIR/.." +PACKAGE_DIR="$ROOT_DIR/java" +cd "$PACKAGE_DIR" + +# Run tests +mvn test "$@" diff --git a/scripts/test-node.sh b/scripts/test-node.sh new file mode 100755 index 0000000..ea93433 --- /dev/null +++ b/scripts/test-node.sh @@ -0,0 +1,21 @@ +#!/bin/bash + +# Local development test script for Node.js package +# For CI/CD builds, use build-node.sh instead + +set -e + +# Prerequisites +command -v node >/dev/null || { echo "Error: node not found"; exit 1; } +command -v pnpm >/dev/null || { echo "Error: pnpm not found"; exit 1; } + +SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)" +ROOT_DIR="$SCRIPT_DIR/.." +PACKAGE_DIR="$ROOT_DIR/node/opendataloader-pdf" +cd "$PACKAGE_DIR" + +# Install dependencies (if needed) +pnpm install + +# Run tests +pnpm test "$@" diff --git a/scripts/test-python.sh b/scripts/test-python.sh new file mode 100755 index 0000000..24ed0e1 --- /dev/null +++ b/scripts/test-python.sh @@ -0,0 +1,18 @@ +#!/bin/bash + +# Local development test script for Python package using uv +# For CI/CD builds, use build-python.sh instead + +set -e + +SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)" +ROOT_DIR="$SCRIPT_DIR/.." +PACKAGE_DIR="$ROOT_DIR/python/opendataloader-pdf" +cd "$PACKAGE_DIR" + +# Check uv is available +command -v uv >/dev/null || { echo "Error: uv not found. Install with: curl -LsSf https://astral.sh/uv/install.sh | sh"; exit 1; } + +# Sync dependencies and run tests +uv sync +uv run pytest tests -v -s "$@" diff --git a/scripts/utils.mjs b/scripts/utils.mjs new file mode 100644 index 0000000..846af4f --- /dev/null +++ b/scripts/utils.mjs @@ -0,0 +1,48 @@ +/** + * Shared utilities for code generation scripts. + */ + +/** + * Escape string for use in Markdown table cells. + * @param {string} str - The string to escape + * @returns {string} - Escaped string safe for Markdown tables + */ +export function escapeMarkdown(str) { + if (!str) return ''; + return str + .replace(/\\/g, String.raw`\\`) // escape backslashes first + .replace(/\|/g, String.raw`\|`) // escape pipe characters + .replace(/`/g, String.raw`\``) // escape backticks + .replace(/\*/g, String.raw`\*`) // escape asterisks + .replace(/_/g, String.raw`\_`) // escape underscores + .replace(//g, '>'); +} + +/** + * Format a markdown table with aligned columns. + * @param {string[]} headers - Table headers + * @param {string[][]} rows - Table rows (each row is an array of cell values) + * @returns {string[]} - Formatted table lines + */ +export function formatTable(headers, rows) { + // Calculate max width for each column + const colWidths = headers.map((h, i) => { + const headerLen = h.length; + const maxRowLen = rows.reduce((max, row) => Math.max(max, (row[i] || '').length), 0); + return Math.max(headerLen, maxRowLen); + }); + + // Build header row + const headerRow = '| ' + headers.map((h, i) => h.padEnd(colWidths[i])).join(' | ') + ' |'; + + // Build separator row + const separatorRow = '|' + colWidths.map(w => '-'.repeat(w + 2)).join('|') + '|'; + + // Build data rows + const dataRows = rows.map(row => + '| ' + row.map((cell, i) => (cell || '').padEnd(colWidths[i])).join(' | ') + ' |' + ); + + return [headerRow, separatorRow, ...dataRows]; +} diff --git a/scripts/verify-python-sdist.sh b/scripts/verify-python-sdist.sh new file mode 100755 index 0000000..daf4d1f --- /dev/null +++ b/scripts/verify-python-sdist.sh @@ -0,0 +1,67 @@ +#!/bin/bash + +# Verify the Python sdist contains all required files (JAR, LICENSE, etc). +# The files listed below are gitignored in the package dir and only exist in +# the dist because [tool.hatch.build] artifacts force-includes them. This +# script guards against silent regressions if that config ever drifts. +# +# Usage: ./scripts/verify-python-sdist.sh +# Prerequisite: run 'uv build' (or scripts/build-python.sh) first. + +set -e + +SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)" +ROOT_DIR="$SCRIPT_DIR/.." +DIST_DIR="$ROOT_DIR/python/opendataloader-pdf/dist" + +shopt -s nullglob +SDIST_CANDIDATES=("$DIST_DIR"/*.tar.gz) +shopt -u nullglob + +if [ ${#SDIST_CANDIDATES[@]} -eq 0 ]; then + echo "Error: no sdist found in $DIST_DIR. Run 'uv build' first." >&2 + exit 1 +fi +if [ ${#SDIST_CANDIDATES[@]} -gt 1 ]; then + echo "Error: multiple sdists found in $DIST_DIR. Remove stale ones first:" >&2 + printf ' - %s\n' "${SDIST_CANDIDATES[@]}" >&2 + exit 1 +fi +SDIST="${SDIST_CANDIDATES[0]}" + +echo "Verifying sdist: $(basename "$SDIST")" + +REQUIRED=( + "jar/opendataloader-pdf-cli.jar" + "LICENSE" + "NOTICE" + "THIRD_PARTY/" +) + +CONTENTS=$(tar -tzf "$SDIST") +MISSING=() +for path in "${REQUIRED[@]}"; do + # Directory prefixes (trailing '/') match any entry under that prefix. + # File paths are anchored to end-of-line so "LICENSE" does not match "LICENSE.bak". + # (^|/) prefix keeps the check layout-tolerant if hatchling ever emits + # a differently-rooted sdist (e.g., without the top-level pkgname-version/ dir). + if [[ "$path" == */ ]]; then + pattern="(^|/)src/opendataloader_pdf/${path}" + else + pattern="(^|/)src/opendataloader_pdf/${path}\$" + fi + if ! echo "$CONTENTS" | grep -qE "$pattern"; then + MISSING+=("$path") + fi +done + +if [ ${#MISSING[@]} -gt 0 ]; then + echo "Error: sdist is missing required files:" >&2 + printf ' - src/opendataloader_pdf/%s\n' "${MISSING[@]}" >&2 + echo "" >&2 + echo "Fix: ensure [tool.hatch.build] in pyproject.toml lists these under 'artifacts'." >&2 + echo "(They are gitignored, so hatch drops them unless force-included.)" >&2 + exit 1 +fi + +echo "OK: sdist contains all required files." diff --git a/verification/ci-verify.py b/verification/ci-verify.py new file mode 100644 index 0000000..0dd3e12 --- /dev/null +++ b/verification/ci-verify.py @@ -0,0 +1,1570 @@ +#!/usr/bin/env python3 +""" +CI verification script for opendataloader-pdf CLI options. +Three-level verification: Smoke / Content assertion / Comparison. +""" + +import glob +import json +import os +import re +import shutil +import subprocess +import sys +import tempfile + +# Force stdout/stderr to UTF-8 so this script does not crash when JAR output +# contains characters outside the system locale (e.g. cp949 on Korean Windows). +# Linux CI runners use UTF-8 by default; this is a no-op there. +if sys.platform == "win32": + try: + sys.stdout.reconfigure(encoding="utf-8", errors="replace") + sys.stderr.reconfigure(encoding="utf-8", errors="replace") + except AttributeError: + pass + +# --------------------------------------------------------------------------- +# Repository root (two levels up from this file: verification/ci-verify.py) +# --------------------------------------------------------------------------- +REPO_ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) + +# --------------------------------------------------------------------------- +# PDF Fixtures +# --------------------------------------------------------------------------- +PDF_BASIC = os.path.join(REPO_ROOT, "samples/pdf/lorem.pdf") +PDF_MULTIPAGE = os.path.join(REPO_ROOT, "samples/pdf/2408.02509v1.pdf") +PDF_IMAGES = os.path.join(REPO_ROOT, "samples/pdf/pdfua-1-reference-suite-1-1/PDFUA-Ref-2-06_Brochure.pdf") +PDF_TABLES = os.path.join(REPO_ROOT, "samples/pdf/issue-336-conto-economico-bialetti.pdf") +PDF_STRUCTURED = os.path.join(REPO_ROOT, "samples/pdf/pdfua-1-reference-suite-1-1/PDFUA-Ref-2-08_BookChapter.pdf") +PDF_PASSWORD = os.path.join(REPO_ROOT, "samples/pdf/password-protected.pdf") +PDF_STRIKETHROUGH = os.path.join(REPO_ROOT, "samples/pdf/strikethrough.pdf") +# strikethrough.pdf carries a /StrikeOut markup annotation, which the current +# line-based detection does not see. Native annotation support is in progress +# upstream (veraPDF isStrikethroughText property): +# https://github.com/opendataloader-project/opendataloader-pdf-tasks/issues/348 +# Flip to False to re-enable the check once that lands. +STRIKETHROUGH_KNOWN_ISSUE = True +PDF_INVALID_CHARS = os.path.join(REPO_ROOT, "samples/pdf/invalid-chars.pdf") +PDF_SANITIZE = os.path.join(REPO_ROOT, "samples/pdf/sanitize-target.pdf") +PDF_SAFETY = os.path.join(REPO_ROOT, "samples/pdf/safety-trigger.pdf") +PDF_FAKE_JPG = os.path.join(REPO_ROOT, "samples/pdf/fake-jpg.pdf") +PDF_EMPTY = os.path.join(REPO_ROOT, "samples/pdf/empty.pdf") +PNG_FILE = os.path.join(REPO_ROOT, "samples/pdf/abcd.png") +MIXED_DIR = os.path.join(REPO_ROOT, "samples/pdf/mixed") +PDF_SANITIZATION_TARGETS = os.path.join(REPO_ROOT, "samples/pdf/sanitization-targets.pdf") +PASSWORD = "test" + +# --------------------------------------------------------------------------- +# Stack-trace leakage markers — must NEVER appear in user-facing output. +# When the CLI catches a Java exception (bad PDF, unreadable file, etc.) it +# is expected to surface a friendly one-line error, not a raw veraPDF or +# java.io stack trace. +# --------------------------------------------------------------------------- +STACK_TRACE_LEAK_MARKERS = ( + "org.verapdf", + "java.io.IOException:", + "\tat ", +) + +# --------------------------------------------------------------------------- +# Option coverage registries +# --------------------------------------------------------------------------- +COVERED_OPTIONS = { + "--format", "--output-dir", "--quiet", "--to-stdout", + "--password", "--keep-line-breaks", "--replace-invalid-chars", + "--pages", "--include-header-footer", "--detect-strikethrough", + "--sanitize", "--content-safety-off", "--use-struct-tree", + "--table-method", "--reading-order", "--threads", + "--image-output", "--image-format", "--image-dir", + "--markdown-with-html", + "--markdown-page-separator", "--text-page-separator", "--html-page-separator", +} + +HYBRID_OPTIONS = { + "--hybrid", "--hybrid-mode", "--hybrid-timeout", + "--hybrid-fallback", "--hybrid-url", + "--hybrid-hancom-ai-regionlist-strategy", + "--hybrid-hancom-ai-ocr-strategy", + "--hybrid-hancom-ai-image-cache", +} + +# --------------------------------------------------------------------------- +# Global results accumulator +# --------------------------------------------------------------------------- +RESULTS: list[tuple[str, bool | None]] = [] + + +# --------------------------------------------------------------------------- +# Core helpers +# --------------------------------------------------------------------------- + +def run_cli( + args: list[str], capture_output: bool = True, timeout: int = 120 +) -> subprocess.CompletedProcess: + """Run the opendataloader-pdf CLI with given args using sys.executable for portability. + + Forces UTF-8 decoding with errors=replace so the runner does not crash on + non-ASCII output under non-UTF-8 system locales (e.g. cp949 on Korean + Windows), where the default text=True decode would set stdout/stderr to + None when the JAR emits a byte the locale cannot represent. + + A timeout bounds each invocation so a stuck CLI raises TimeoutExpired + instead of hanging the whole verification job indefinitely. + """ + cmd = [sys.executable, "-m", "opendataloader_pdf"] + args + return subprocess.run( + cmd, + capture_output=capture_output, + text=True, + encoding="utf-8", + errors="replace", + cwd=REPO_ROOT, + timeout=timeout, + ) + + +def record(label: str, passed: bool | None) -> None: + """Record a test result and print it immediately.""" + RESULTS.append((label, passed)) + if passed is None: + print(f" SKIP | {label}") + elif passed: + print(f" PASS | {label}") + else: + print(f" FAIL | {label}") + + +# --------------------------------------------------------------------------- +# Level 1 – Smoke +# --------------------------------------------------------------------------- + +def smoke(label: str, cmd_args: list[str], outdir: str) -> bool: + """Level 1: exit code == 0 AND at least one file created in outdir.""" + try: + result = run_cli(cmd_args) + if result.returncode != 0: + print(f" [smoke] non-zero exit: {result.returncode}") + print(f" stderr: {result.stderr[:300]}") + return False + files = [f for f in os.listdir(outdir) if os.path.isfile(os.path.join(outdir, f))] + if not files: + print(f" [smoke] no output files created in {outdir}") + return False + return True + except Exception as exc: + print(f" [smoke] exception: {exc}") + return False + + +# --------------------------------------------------------------------------- +# Level 2 – Content assertion +# --------------------------------------------------------------------------- + +def assert_content( + label: str, + filepath: str, + must_contain: list[str] | None = None, + must_not_contain: list[str] | None = None, + case_insensitive: bool = False, +) -> bool: + """Level 2: check text file content for required/forbidden strings.""" + try: + with open(filepath, "r", encoding="utf-8", errors="replace") as fh: + content = fh.read() + if case_insensitive: + content_cmp = content.lower() + must_contain_cmp = [s.lower() for s in (must_contain or [])] + must_not_contain_cmp = [s.lower() for s in (must_not_contain or [])] + else: + content_cmp = content + must_contain_cmp = list(must_contain or []) + must_not_contain_cmp = list(must_not_contain or []) + + for needle in must_contain_cmp: + if needle not in content_cmp: + print(f" [content] missing required string: {needle!r}") + return False + for needle in must_not_contain_cmp: + if needle in content_cmp: + print(f" [content] found forbidden string: {needle!r}") + return False + # When no string assertions are supplied (None or empty list), fall back + # to a non-empty check so an empty output file never passes vacuously. + if not must_contain and not must_not_contain: + if not content.strip(): + print(" [content] file is empty") + return False + return True + except Exception as exc: + print(f" [content] exception: {exc}") + return False + + +def assert_stderr_empty(label: str, cmd_args: list[str]) -> bool: + """For --quiet: verify stderr is completely empty.""" + try: + result = run_cli(cmd_args) + if result.returncode != 0: + print(f" [stderr] non-zero exit: {result.returncode}") + return False + if result.stderr.strip(): + print(f" [stderr] stderr not empty: {result.stderr[:200]!r}") + return False + return True + except Exception as exc: + print(f" [stderr] exception: {exc}") + return False + + +def assert_stdout_nonempty(label: str, cmd_args: list[str]) -> bool: + """For --to-stdout: verify stdout is not empty.""" + try: + result = run_cli(cmd_args) + if result.returncode != 0: + print(f" [stdout] non-zero exit: {result.returncode}") + return False + if not result.stdout.strip(): + print(f" [stdout] stdout is empty") + return False + return True + except Exception as exc: + print(f" [stdout] exception: {exc}") + return False + + +# --------------------------------------------------------------------------- +# Level 2.5 – File size assertion +# --------------------------------------------------------------------------- + +def assert_file_size( + label: str, + filepath: str, + smaller_than: int | None = None, + larger_than: int | None = None, +) -> bool: + """Level 2.5: compare file size against thresholds (bytes).""" + try: + size = os.path.getsize(filepath) + if smaller_than is not None and size >= smaller_than: + print(f" [size] {size} >= {smaller_than} (expected smaller)") + return False + if larger_than is not None and size <= larger_than: + print(f" [size] {size} <= {larger_than} (expected larger)") + return False + return True + except Exception as exc: + print(f" [size] exception: {exc}") + return False + + +# --------------------------------------------------------------------------- +# Level 3 – Comparison +# --------------------------------------------------------------------------- + +def _find_first_output_file(outdir: str) -> str | None: + """Return the path of the first regular file found in outdir, or None.""" + for name in sorted(os.listdir(outdir)): + path = os.path.join(outdir, name) + if os.path.isfile(path): + return path + return None + + +def run_comparison( + label: str, + cmd_baseline: list[str], + cmd_variant: list[str], + expect: str = "differ", +) -> bool: + """Level 3: compare baseline vs variant output. expect='differ'|'identical'.""" + try: + with tempfile.TemporaryDirectory() as base_dir, tempfile.TemporaryDirectory() as var_dir: + res_base = run_cli(cmd_baseline + ["--output-dir", base_dir]) + res_var = run_cli(cmd_variant + ["--output-dir", var_dir]) + + if res_base.returncode != 0: + print(f" [compare] baseline non-zero exit: {res_base.returncode}") + print(f" stderr: {res_base.stderr[:300]}") + return False + if res_var.returncode != 0: + print(f" [compare] variant non-zero exit: {res_var.returncode}") + print(f" stderr: {res_var.stderr[:300]}") + return False + + base_file = _find_first_output_file(base_dir) + var_file = _find_first_output_file(var_dir) + + if base_file is None or var_file is None: + print(f" [compare] missing output file (base={base_file}, var={var_file})") + return False + + with open(base_file, "rb") as fh: + base_content = fh.read() + with open(var_file, "rb") as fh: + var_content = fh.read() + + are_same = base_content == var_content + if expect == "differ": + if are_same: + print(f" [compare] outputs are identical but expected to differ") + return False + return True + else: # identical + if not are_same: + print(f" [compare] outputs differ but expected to be identical") + return False + return True + except Exception as exc: + print(f" [compare] exception: {exc}") + return False + + +# --------------------------------------------------------------------------- +# Option coverage check +# --------------------------------------------------------------------------- + +def check_option_coverage() -> None: + """Read options.json and verify all non-hybrid options are in COVERED_OPTIONS.""" + options_path = os.path.join(REPO_ROOT, "options.json") + if not os.path.exists(options_path): + # Fail closed: this is the authoritative option registry for the + # coverage gate. Skipping when it is absent would let CI pass with + # coverage checking silently disabled (e.g. if the path regresses). + print(f"ERROR: options.json not found at {options_path}; cannot verify option coverage") + sys.exit(1) + + with open(options_path, "r", encoding="utf-8") as fh: + data = json.load(fh) + + uncovered: list[str] = [] + for opt in data.get("options", []): + flag = "--" + opt["name"] + if flag in HYBRID_OPTIONS: + continue + if flag not in COVERED_OPTIONS: + uncovered.append(flag) + + if uncovered: + print("ERROR: The following options are not covered by COVERED_OPTIONS:") + for flag in uncovered: + print(f" {flag}") + sys.exit(1) + else: + print(f"Option coverage check passed ({len(COVERED_OPTIONS)} options covered).") + + +# --------------------------------------------------------------------------- +# Helper: find output file by extension in a directory +# --------------------------------------------------------------------------- + +def _find_file_by_ext(directory: str, ext: str) -> str | None: + """Return the first file with the given extension (e.g. '.md') in directory.""" + pattern = os.path.join(directory, f"*{ext}") + matches = glob.glob(pattern) + return matches[0] if matches else None + + +def _find_image_files(directory: str) -> list[str]: + """Return all image files (.png, .jpg, .jpeg) in directory (recursive).""" + results = [] + for root, _dirs, files in os.walk(directory): + for name in files: + if name.lower().endswith((".png", ".jpg", ".jpeg")): + results.append(os.path.join(root, name)) + return results + + +# --------------------------------------------------------------------------- +# Encoding safety helpers +# --------------------------------------------------------------------------- + +def _verify_help_cp949_safe(command: list[str], required: bool = False) -> bool | None: + """Run `command --help` with PYTHONIOENCODING=cp949 and check for UnicodeEncodeError. + + Returns True (PASS), False (FAIL — UnicodeEncodeError detected), or None (SKIP). + Korean Windows console uses cp949; non-ASCII chars (em-dash etc.) in help text + crash argparse output when stdout codec cannot encode them. + + When ``required`` is True the CLI is known to be installed, so a hang + (TimeoutExpired) or any execution failure is a real regression and is + reported as FAIL rather than swallowed into a SKIP — otherwise a broken + --help would pass the release gate unnoticed. + """ + env = os.environ.copy() + env["PYTHONIOENCODING"] = "cp949" + try: + result = subprocess.run( + command + ["--help"], + env=env, + capture_output=True, + timeout=60, + ) + except Exception as exc: + print(f" [cp949 help] exception: {exc}") + return False if required else None + + stderr_text = result.stderr.decode("utf-8", errors="replace") + stdout_text = result.stdout.decode("utf-8", errors="replace") + if "UnicodeEncodeError" in stderr_text or "UnicodeEncodeError" in stdout_text: + print(" [cp949 help] UnicodeEncodeError detected in --help output") + return False + if result.returncode != 0: + print(f" [cp949 help] non-zero exit: {result.returncode}") + return False + return True + + +def _verify_hybrid_help_cp949_safe() -> bool | None: + """Test hybrid CLI --help under cp949. SKIP if [hybrid] extras not installed.""" + if shutil.which("opendataloader-pdf-hybrid") is None: + print(" [cp949 help] hybrid CLI not installed, skipping") + return None + # Pre-check: does hybrid CLI bail out at dependency check? + pre = subprocess.run( + [sys.executable, "-c", + "from opendataloader_pdf.hybrid_server import _check_dependencies; _check_dependencies()"], + capture_output=True, + timeout=15, + ) + if pre.returncode != 0: + stderr = pre.stderr.decode("utf-8", errors="replace") + if "Missing dependencies" in stderr or "ImportError" in stderr: + print(" [cp949 help] hybrid deps missing, skipping") + return None + # Availability is confirmed above; from here a failure is a real regression. + return _verify_help_cp949_safe( + [sys.executable, "-m", "opendataloader_pdf.hybrid_server"], required=True + ) + + +# --------------------------------------------------------------------------- +# Hybrid mode behavior — fail-fast contract +# +# Hybrid mode delegates page processing to an external backend server. When +# any backend page is left unprocessed and the user did not opt in to Java +# fallback, the CLI must surface that as a non-zero exit code — otherwise +# automation (subprocess.run, CI exit-code branches, library wrappers) reads +# the silent partial result as success. +# +# Note on coverage scope: --hybrid-fallback applies only to chunk-level +# processing failures, not to the initial backend availability check (which +# is intentionally unconditional — see HybridDocumentProcessor Phase 0). +# Verifying the fallback contract therefore requires a reachable backend +# that emits chunk-level failures, which is out of scope for this runner +# (no mock backend infrastructure). The unreachable-URL path below exercises +# the fail-fast contract that callers depend on most. +# --------------------------------------------------------------------------- + +# Reserved port that never accepts connections — used to simulate a +# guaranteed-unreachable hybrid backend. +UNREACHABLE_HYBRID_URL = "http://127.0.0.1:1" + + +def _verify_hybrid_fail_fast_on_unreachable_backend() -> bool | None: + """ + Contract: when the hybrid backend is unreachable, the CLI must exit with + a non-zero code. Anything else means backend failures are silently + dropped, leaving callers unable to detect that processing did not + actually happen. + """ + if shutil.which("opendataloader-pdf-hybrid") is None: + print(" [hybrid fail-fast] hybrid CLI not installed, skipping") + return None + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([ + PDF_BASIC, + "--hybrid", "docling-fast", + "--hybrid-url", UNREACHABLE_HYBRID_URL, + "--output-dir", tmpdir, + ]) + if result.returncode == 0: + files = [f for f in os.listdir(tmpdir) + if os.path.isfile(os.path.join(tmpdir, f))] + print(f" [hybrid fail-fast] expected non-zero exit, got 0 (files: {files})") + print(f" stderr: {result.stderr[:300]}") + return False + return True + + +# --------------------------------------------------------------------------- +# Stack-trace leakage helper +# --------------------------------------------------------------------------- + +def _has_stack_trace_leak(text: str | None) -> str | None: + """Return the first leak marker found in text, or None if clean / empty.""" + if not text: + return None + for marker in STACK_TRACE_LEAK_MARKERS: + if marker in text: + return marker + return None + + +def _assert_no_leak(label: str, stdout: str | None, stderr: str | None) -> bool: + """Verify neither stdout nor stderr leak a Java stack trace.""" + for stream_name, text in (("stdout", stdout), ("stderr", stderr)): + leak = _has_stack_trace_leak(text) + if leak is not None: + print(f" [{label}] stack-trace leak on {stream_name}: {leak!r}") + return False + return True + + +# --------------------------------------------------------------------------- +# Input validation (malformed and non-PDF inputs) +# +# These scenarios are separate from CLI option effects: they cover the +# input-rejection contract for malformed PDFs and non-PDF inputs. The core +# invariant is that NO stack trace ever reaches the user — the CLI must +# surface a one-line friendly error instead. +# --------------------------------------------------------------------------- + +def verify_input_validation() -> None: + print("\n--- input validation ---") + + # 1. .pdf-named JPEG content as top-level CLI argument. + if not os.path.exists(PDF_FAKE_JPG): + record("fake-jpg.pdf top-level [SKIPPED: fixture missing]", None) + else: + result = run_cli([PDF_FAKE_JPG]) + ok = result.returncode != 0 + if ok and "is not a valid PDF file" not in result.stdout \ + and "missing %PDF" not in result.stdout: + print(f" [fake-jpg] expected friendly error on stdout, got: " + f"{result.stdout[:200]!r}") + ok = False + if ok: + ok = _assert_no_leak("fake-jpg", result.stdout, result.stderr) + record("fake-jpg.pdf top-level → friendly error + no leak", ok) + + # 2. Zero-byte .pdf as top-level CLI argument. + if not os.path.exists(PDF_EMPTY): + record("empty.pdf top-level [SKIPPED: fixture missing]", None) + else: + result = run_cli([PDF_EMPTY]) + ok = result.returncode != 0 + if ok: + ok = _assert_no_leak("empty.pdf", result.stdout, result.stderr) + record("empty.pdf top-level → non-zero + no leak", ok) + + # 3. .png file as top-level CLI argument. + if not os.path.exists(PNG_FILE): + record("abcd.png top-level [SKIPPED: fixture missing]", None) + else: + result = run_cli([PNG_FILE]) + ok = result.returncode != 0 + if ok and "is not a PDF file" not in result.stdout \ + and "not a PDF" not in result.stdout: + print(f" [abcd.png] expected 'not a PDF' on stdout, got: " + f"{result.stdout[:200]!r}") + ok = False + if ok: + ok = _assert_no_leak("abcd.png", result.stdout, result.stderr) + record("abcd.png top-level → friendly error + no leak", ok) + + # 4. Folder containing one PDF + one PNG. + # Contract: PDF processed, PNG silently skipped, exit 0, no stack trace. + if not os.path.exists(MIXED_DIR): + record("mixed/ folder [SKIPPED: fixture missing]", None) + else: + with tempfile.TemporaryDirectory() as outdir: + result = run_cli([MIXED_DIR, "--output-dir", outdir]) + ok = result.returncode == 0 + if ok: + ok = _assert_no_leak("mixed folder", result.stdout, result.stderr) + if ok: + produced = [f for f in os.listdir(outdir) + if os.path.isfile(os.path.join(outdir, f))] + if not produced: + print(" [mixed folder] PDF was not processed (no output)") + ok = False + record("mixed/ folder → silent skip + PDF processed", ok) + + # 5. Non-existent file → non-zero exit, no leak. + missing_path = os.path.join(REPO_ROOT, "samples/pdf/__missing_fixture__.pdf") + result = run_cli([missing_path]) + ok = result.returncode != 0 and _assert_no_leak( + "missing file", result.stdout, result.stderr + ) + record("missing .pdf → non-zero exit + no leak", ok) + + # 6. No arguments → non-zero exit with help-style output on stderr. + # Python argparse convention: missing required positional → exit 2, usage + # on stderr. We assert non-zero (not a specific code) and that the help + # text identifies itself as a usage message. + result = run_cli([]) + stderr_text = (result.stderr or "").lower() + stdout_text = (result.stdout or "").strip() + ok = result.returncode != 0 and "usage" in stderr_text and not stdout_text + record("no args → non-zero exit + usage on stderr", ok) + + # 7. Invalid option → non-zero exit (POSIX convention is 2; we only + # enforce non-zero to avoid coupling to a specific code). + result = run_cli(["--no-such-option-xyz"]) + ok = result.returncode != 0 + record("invalid option → non-zero exit", ok) + + +# --------------------------------------------------------------------------- +# Folder summary line +# +# After traversing a folder argument, the CLI must print exactly one summary +# line per top-level argument — "No PDF files found in 'X'" or "Processed N +# PDF file(s) in 'X'". The summary is a *result*, not a log, so --quiet must +# NOT suppress it. +# --------------------------------------------------------------------------- + +def verify_folder_summary() -> None: + print("\n--- folder summary ---") + + # Empty folder → "No PDF files found" + with tempfile.TemporaryDirectory() as folder, \ + tempfile.TemporaryDirectory() as outdir: + result = run_cli([folder, "--output-dir", outdir]) + ok = result.returncode == 0 and "No PDF files found" in result.stdout + if not ok: + print(f" [empty folder] stdout: {result.stdout[:200]!r}") + record("empty folder → 'No PDF files found' + exit 0", ok) + + # Folder with 1 PDF → "Processed 1 PDF file" + if not os.path.exists(PDF_BASIC): + record("folder with 1 PDF [SKIPPED: PDF_BASIC missing]", None) + record("folder with 3 PDFs [SKIPPED: PDF_BASIC missing]", None) + else: + with tempfile.TemporaryDirectory() as folder, \ + tempfile.TemporaryDirectory() as outdir: + shutil.copy(PDF_BASIC, os.path.join(folder, "doc.pdf")) + result = run_cli([folder, "--output-dir", outdir]) + ok = result.returncode == 0 and "Processed 1 PDF file" in result.stdout + if not ok: + print(f" [1-pdf folder] stdout: {result.stdout[:200]!r}") + record("folder with 1 PDF → 'Processed 1 PDF file'", ok) + + with tempfile.TemporaryDirectory() as folder, \ + tempfile.TemporaryDirectory() as outdir: + for name in ("a.pdf", "b.pdf", "c.pdf"): + shutil.copy(PDF_BASIC, os.path.join(folder, name)) + result = run_cli([folder, "--output-dir", outdir]) + ok = result.returncode == 0 and "Processed 3 PDF file" in result.stdout + if not ok: + print(f" [3-pdf folder] stdout: {result.stdout[:200]!r}") + record("folder with 3 PDFs → 'Processed 3 PDF file(s)'", ok) + + # --quiet must NOT suppress the summary line (result, not log). + with tempfile.TemporaryDirectory() as folder, \ + tempfile.TemporaryDirectory() as outdir: + result = run_cli([folder, "--quiet", "--output-dir", outdir]) + ok = result.returncode == 0 and "No PDF files found" in result.stdout + if not ok: + print(f" [--quiet folder summary] stdout: {result.stdout[:200]!r}") + record("--quiet preserves folder summary line", ok) + + +# --------------------------------------------------------------------------- +# --markdown-with-html +# +# --markdown-with-html is the first-class flag for HTML-in-Markdown output; +# --format markdown-with-html / --format markdown-with-images remain accepted +# values for one release but must emit a deprecation warning to stderr. After +# the next major release these tests can be inverted (deprecated values +# become hard errors). +# --------------------------------------------------------------------------- + +def verify_markdown_with_html() -> None: + print("\n--- --markdown-with-html ---") + + if not os.path.exists(PDF_TABLES): + record("--markdown-with-html [SKIPPED: fixture missing]", None) + record("--format markdown-with-html (deprecated) [SKIPPED]", None) + record("--format markdown-with-images (deprecated) [SKIPPED]", None) + return + + # First-class flag: --format markdown + --markdown-with-html. + with tempfile.TemporaryDirectory() as outdir: + result = run_cli([ + PDF_TABLES, + "--format", "markdown", + "--markdown-with-html", + "--output-dir", outdir, + ]) + ok = result.returncode == 0 + if ok: + md_file = _find_file_by_ext(outdir, ".md") + ok = md_file is not None and assert_content( + "--markdown-with-html", md_file, + must_contain=[" None: + print("\n--- sanitization rule spot check ---") + + if not os.path.exists(PDF_SANITIZATION_TARGETS): + for label, _trigger, _replacement in SANITIZATION_SCENARIOS: + record(f"--sanitize {label} [SKIPPED: fixture missing]", None) + return + + with tempfile.TemporaryDirectory() as base_dir, \ + tempfile.TemporaryDirectory() as san_dir: + base = run_cli([PDF_SANITIZATION_TARGETS, + "--format", "text", "--output-dir", base_dir]) + san = run_cli([PDF_SANITIZATION_TARGETS, + "--format", "text", "--sanitize", "--output-dir", san_dir]) + + if base.returncode != 0 or san.returncode != 0: + for label, _trigger, _replacement in SANITIZATION_SCENARIOS: + record(f"--sanitize {label} [CLI run failed]", False) + return + + base_file = _find_file_by_ext(base_dir, ".txt") + san_file = _find_file_by_ext(san_dir, ".txt") + if not (base_file and san_file): + for label, _trigger, _replacement in SANITIZATION_SCENARIOS: + record(f"--sanitize {label} [missing output file]", False) + return + + with open(base_file, encoding="utf-8", errors="replace") as fh: + base_text = fh.read() + with open(san_file, encoding="utf-8", errors="replace") as fh: + san_text = fh.read() + + for label, trigger, replacement in SANITIZATION_SCENARIOS: + if trigger not in base_text: + # Fixture self-check: if baseline lacks the trigger, the + # fixture is broken — not the rule. Report explicitly so + # we don't blame the wrong layer. + print(f" [{label}] trigger not in baseline text — " + f"fixture problem, not a sanitization regression. " + f"trigger={trigger!r}") + record(f"--sanitize {label} [fixture: trigger missing in baseline]", False) + continue + if trigger in san_text: + print(f" [{label}] trigger survived --sanitize: {trigger!r}") + record(f"--sanitize {label}", False) + continue + if replacement not in san_text: + print(f" [{label}] expected replacement not found: " + f"{replacement!r}") + record(f"--sanitize {label}", False) + continue + record(f"--sanitize {label}", True) + + +# --------------------------------------------------------------------------- +# Main test suite +# --------------------------------------------------------------------------- + +def main() -> None: + check_option_coverage() + + print("=" * 60) + print("opendataloader-pdf CLI Verification") + print("=" * 60) + + # ------------------------------------------------------------------ + # --format markdown + # ------------------------------------------------------------------ + print("\n--- --format ---") + + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([PDF_BASIC, "--format", "markdown", "--output-dir", tmpdir]) + ok = result.returncode == 0 + if ok: + md_file = _find_file_by_ext(tmpdir, ".md") + ok = md_file is not None and assert_content( + "--format markdown", md_file, must_contain=None + ) + if ok: + # Require a real ATX heading line ("# ..."), which is a + # structural markdown signal. A bare "*" (the old check) occurs + # in almost any prose, so it passed even on non-markdown output. + with open(md_file, "r", encoding="utf-8", errors="replace") as fh: + content = fh.read() + ok = bool(re.search(r"(?m)^#{1,6} ", content)) + if not ok: + print(" [content] no markdown heading ('# ...') in output") + record("--format markdown", ok) + + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([PDF_BASIC, "--format", "html", "--output-dir", tmpdir]) + ok = result.returncode == 0 + if ok: + html_file = _find_file_by_ext(tmpdir, ".html") + ok = html_file is not None and assert_content( + "--format html", html_file, + must_contain=[" 0 + if not ok: + print(" [image-output external] no image files created") + record("--image-output external", ok) + + # --image-output embedded: markdown contains data:image/ + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([ + PDF_IMAGES, + "--format", "markdown", + "--image-output", "embedded", + "--output-dir", tmpdir, + ]) + ok = result.returncode == 0 + if ok: + md_file = _find_file_by_ext(tmpdir, ".md") + ok = md_file is not None and assert_content( + "--image-output embedded", md_file, must_contain=["data:image/"] + ) + record("--image-output embedded", ok) + + # ------------------------------------------------------------------ + # --image-format + # ------------------------------------------------------------------ + print("\n--- --image-format ---") + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([ + PDF_IMAGES, + "--format", "markdown", + "--image-output", "external", + "--image-format", "jpeg", + "--output-dir", tmpdir, + ]) + ok = result.returncode == 0 + if ok: + # Look for .jpg or .jpeg files and check JPEG header + jpeg_files = [] + for root, _dirs, files in os.walk(tmpdir): + for name in files: + if name.lower().endswith((".jpg", ".jpeg")): + jpeg_files.append(os.path.join(root, name)) + ok = len(jpeg_files) > 0 + if ok: + with open(jpeg_files[0], "rb") as fh: + header = fh.read(2) + ok = header == b"\xff\xd8" + if not ok: + print(f" [image-format jpeg] bad JPEG header: {header!r}") + else: + print(" [image-format jpeg] no .jpg/.jpeg files found") + record("--image-format jpeg", ok) + + # ------------------------------------------------------------------ + # --image-dir + # ------------------------------------------------------------------ + print("\n--- --image-dir ---") + with tempfile.TemporaryDirectory() as tmpdir: + img_dir = os.path.join(tmpdir, "my_images") + os.makedirs(img_dir) + result = run_cli([ + PDF_IMAGES, + "--format", "markdown", + "--image-output", "external", + "--image-dir", img_dir, + "--output-dir", tmpdir, + ]) + ok = result.returncode == 0 + if ok: + img_files = _find_image_files(img_dir) + ok = len(img_files) > 0 + if not ok: + print(f" [image-dir] no image files in {img_dir}") + record("--image-dir", ok) + + # ------------------------------------------------------------------ + # Page separators + # ------------------------------------------------------------------ + print("\n--- page separators ---") + + if not os.path.exists(PDF_MULTIPAGE): + record("--markdown-page-separator [SKIPPED: fixture missing]", None) + record("--text-page-separator [SKIPPED: fixture missing]", None) + record("--html-page-separator [SKIPPED: fixture missing]", None) + else: + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([ + PDF_MULTIPAGE, + "--format", "markdown", + # Distinctive sentinel: a bare "---" also occurs as a markdown + # thematic break / table rule / front-matter fence, so asserting + # on it would pass even if the separator option were ignored. + "--markdown-page-separator=ODLPAGEBREAK", + "--output-dir", tmpdir, + ]) + ok = result.returncode == 0 + if ok: + md_file = _find_file_by_ext(tmpdir, ".md") + ok = md_file is not None and assert_content( + "--markdown-page-separator", md_file, must_contain=["ODLPAGEBREAK"] + ) + record("--markdown-page-separator ODLPAGEBREAK", ok) + + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([ + PDF_MULTIPAGE, + "--format", "text", + "--text-page-separator", "PAGEBREAK", + "--output-dir", tmpdir, + ]) + ok = result.returncode == 0 + if ok: + txt_file = _find_file_by_ext(tmpdir, ".txt") + ok = txt_file is not None and assert_content( + "--text-page-separator PAGEBREAK", txt_file, must_contain=["PAGEBREAK"] + ) + record("--text-page-separator PAGEBREAK", ok) + + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([ + PDF_MULTIPAGE, + "--format", "html", + # Distinctive marker class: a bare "', + "--output-dir", tmpdir, + ]) + ok = result.returncode == 0 + if ok: + html_file = _find_file_by_ext(tmpdir, ".html") + ok = html_file is not None and assert_content( + "--html-page-separator", html_file, must_contain=["odl-pagebreak"] + ) + record("--html-page-separator odl-pagebreak", ok) + + # ------------------------------------------------------------------ + # Combo tests + # ------------------------------------------------------------------ + print("\n--- Combo tests ---") + + # --image-output embedded + --image-format jpeg + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([ + PDF_IMAGES, + "--format", "markdown", + "--image-output", "embedded", + "--image-format", "jpeg", + "--output-dir", tmpdir, + ]) + ok = result.returncode == 0 + if ok: + md_file = _find_file_by_ext(tmpdir, ".md") + ok = md_file is not None and assert_content( + "--image-output embedded + --image-format jpeg", + md_file, + must_contain=["data:image/jpeg"], + ) + record("--image-output embedded + --image-format jpeg", ok) + + # --keep-line-breaks + --detect-strikethrough + --sanitize + if not os.path.exists(PDF_SANITIZE): + record("--keep-line-breaks + --detect-strikethrough + --sanitize [SKIPPED: fixture missing]", None) + else: + with tempfile.TemporaryDirectory() as tmpdir: + result = run_cli([ + PDF_SANITIZE, + "--keep-line-breaks", + "--detect-strikethrough", + "--sanitize", + "--format", "markdown", + "--output-dir", tmpdir, + ]) + ok = result.returncode == 0 + if ok: + md_file = _find_file_by_ext(tmpdir, ".md") + ok = md_file is not None + if ok: + ok = os.path.getsize(md_file) > 0 + if not ok: + print(" [combo] output file is empty") + record("--keep-line-breaks + --detect-strikethrough + --sanitize", ok) + + # --pages 1,2 + --format markdown,json + if not os.path.exists(PDF_MULTIPAGE): + record("--pages 1,2 + --format markdown,json [SKIPPED: fixture missing]", None) + else: + with tempfile.TemporaryDirectory() as full_dir, \ + tempfile.TemporaryDirectory() as p12_dir: + run_cli([PDF_MULTIPAGE, "--format", "markdown,json", "--output-dir", full_dir]) + run_cli([ + PDF_MULTIPAGE, + "--pages", "1,2", + "--format", "markdown,json", + "--output-dir", p12_dir, + ]) + full_md = _find_file_by_ext(full_dir, ".md") + full_json = _find_file_by_ext(full_dir, ".json") + p12_md = _find_file_by_ext(p12_dir, ".md") + p12_json = _find_file_by_ext(p12_dir, ".json") + ok = all([full_md, full_json, p12_md, p12_json]) + if ok: + full_md_size = os.path.getsize(full_md) + full_json_size = os.path.getsize(full_json) + ok = ( + assert_file_size("--pages 1,2 md", p12_md, smaller_than=full_md_size) + and + assert_file_size("--pages 1,2 json", p12_json, smaller_than=full_json_size) + ) + else: + print(" [pages 1,2 + multi-format] missing output file(s)") + record("--pages 1,2 + --format markdown,json", ok) + + # --quiet + --to-stdout: stdout still contains output + result = assert_stdout_nonempty( + "--quiet + --to-stdout", + [PDF_BASIC, "--quiet", "--to-stdout", "--format", "text"], + ) + record("--quiet + --to-stdout", result) + + # ------------------------------------------------------------------ + # Encoding safety: --help under cp949 codepage + # ------------------------------------------------------------------ + print("\n--- --help cp949 encoding safety ---") + record("--help cp949 safe (main)", _verify_help_cp949_safe( + [sys.executable, "-m", "opendataloader_pdf"], required=True + )) + record("--help cp949 safe (hybrid)", _verify_hybrid_help_cp949_safe()) + + # ------------------------------------------------------------------ + # Hybrid backend failure contracts + # ------------------------------------------------------------------ + print("\n--- hybrid backend failure contracts ---") + record( + "hybrid fail-fast on unreachable backend", + _verify_hybrid_fail_fast_on_unreachable_backend(), + ) + + # ------------------------------------------------------------------ + # Input/output contract verifications (independent of CLI options) + # ------------------------------------------------------------------ + verify_input_validation() + verify_folder_summary() + verify_markdown_with_html() + verify_sanitization_rules() + + # ------------------------------------------------------------------ + # Summary + # ------------------------------------------------------------------ + passed = sum(1 for _, v in RESULTS if v is True) + failed = sum(1 for _, v in RESULTS if v is False) + skipped = sum(1 for _, v in RESULTS if v is None) + + print() + print("=" * 60) + print(f"Results: {passed} passed, {failed} failed, {skipped} skipped") + print("=" * 60) + + # Determine report filename + is_ci = os.environ.get("CI", "").lower() in ("true", "1", "yes") + report_name = "verification-report-ci.txt" if is_ci else "verification-report-local.txt" + report_path = os.path.join(REPO_ROOT, "verification", report_name) + + with open(report_path, "w", encoding="utf-8") as rpt: + rpt.write("opendataloader-pdf CLI Verification Report\n") + rpt.write("=" * 60 + "\n") + for label, status in RESULTS: + if status is None: + marker = "SKIP" + elif status: + marker = "PASS" + else: + marker = "FAIL" + rpt.write(f" {marker} | {label}\n") + rpt.write("\n") + rpt.write(f"Results: {passed} passed, {failed} failed, {skipped} skipped\n") + + print(f"Report written to: {report_path}") + + # Append to GitHub Step Summary if available + step_summary = os.environ.get("GITHUB_STEP_SUMMARY") + if step_summary: + with open(step_summary, "a", encoding="utf-8") as gs: + gs.write("## opendataloader-pdf CLI Verification\n\n") + gs.write("| Status | Test |\n") + gs.write("|--------|------|\n") + for label, status in RESULTS: + if status is None: + marker = "SKIP" + elif status: + marker = "PASS" + else: + marker = "FAIL" + gs.write(f"| {marker} | {label} |\n") + gs.write(f"\n**Results: {passed} passed, {failed} failed, {skipped} skipped**\n") + + sys.exit(1 if failed > 0 else 0) + + +if __name__ == "__main__": + main()

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