chore: import upstream snapshot with attribution

docs/en/integrations/dataform/_index.md

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+---
+title: "Dataform"
+type: docs
+weight: 1
+---

docs/en/integrations/dataform/tools/_index.md

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+---
+title: "Tools"
+weight: 2
+---

docs/en/integrations/dataform/tools/dataform-compile-local.md

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+---
+title: "dataform-compile-local"
+type: docs
+weight: 1
+description: >
+  A "dataform-compile-local" tool runs the `dataform compile` CLI command on a local project directory.
+
+---
+
+## About
+
+A `dataform-compile-local` tool runs the `dataform compile` command on a local
+Dataform project.
+
+It is a standalone tool and **is not** compatible with any sources.
+
+At invocation time, the tool executes `dataform compile --json` in the specified
+project directory and returns the resulting JSON object from the CLI.
+
+`dataform-compile-local` takes the following parameter:
+
+- `project_dir` (string): The absolute or relative path to the local Dataform
+  project directory. The server process must have read access to this path.
+
+## Requirements
+
+### Dataform CLI
+
+This tool executes the `dataform` command-line interface (CLI) via a system
+call. You must have the **`dataform` CLI** installed and available in the
+server's system `PATH`.
+
+You can typically install the CLI via `npm`:
+
+```bash
+npm install -g @dataform/cli
+```
+
+See the [official Dataform
+documentation](https://www.google.com/search?q=https://cloud.google.com/dataform/docs/install-dataform-cli)
+for more details.
+
+## Example
+
+```yaml
+kind: tool
+name: my_dataform_compiler
+type: dataform-compile-local
+description: Use this tool to compile a local Dataform project.
+```
+
+## Reference
+
+| **field**   | **type** | **required** | **description**                                    |
+|:------------|:---------|:-------------|:---------------------------------------------------|
+| type        | string   | true         | Must be "dataform-compile-local".                  |
+| description | string   | true         | Description of the tool that is passed to the LLM. |