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89 lines
2.6 KiB
Python
89 lines
2.6 KiB
Python
# Copyright (c) 2026 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import pytest
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pytestmark = pytest.mark.py38_incompatible
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from paddleocr import PPStructureV3
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from ..testing_utils import (
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TEST_DATA_DIR,
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check_simple_inference_result,
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check_wrapper_simple_inference_param_forwarding,
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)
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@pytest.fixture(scope="module")
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def pp_structurev3_pipeline():
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return PPStructureV3()
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@pytest.mark.resource_intensive
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@pytest.mark.parametrize(
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"image_path",
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[
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TEST_DATA_DIR / "doc_with_formula.png",
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],
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)
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def test_predict(pp_structurev3_pipeline, image_path):
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result = pp_structurev3_pipeline.predict(str(image_path))
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check_simple_inference_result(result)
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res = result[0]
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overall_ocr_res = res["overall_ocr_res"]
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assert len(overall_ocr_res["dt_polys"]) > 0
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assert len(overall_ocr_res["rec_texts"]) > 0
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assert len(overall_ocr_res["rec_polys"]) > 0
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assert len(overall_ocr_res["rec_boxes"]) > 0
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@pytest.mark.parametrize(
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"params",
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[
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{"use_doc_orientation_classify": False},
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{"use_doc_unwarping": False},
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{"use_table_recognition": False},
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{"use_formula_recognition": False},
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{"layout_threshold": 0.88},
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{"layout_threshold": [0.45, 0.4]},
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{"layout_threshold": {0: 0.45, 2: 0.48, 7: 0.4}},
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{"layout_nms": False},
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{"layout_unclip_ratio": 1.1},
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{"layout_unclip_ratio": [1.2, 1.5]},
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{"layout_unclip_ratio": {0: 1.2, 2: 1.5, 7: 1.8}},
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{"layout_merge_bboxes_mode": "large"},
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{"layout_merge_bboxes_mode": {0: "large", 2: "small", 7: "union"}},
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{"text_det_limit_side_len": 640, "text_det_limit_type": "min"},
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{"text_det_thresh": 0.5},
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{"text_det_box_thresh": 0.3},
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{"text_det_unclip_ratio": 3.0},
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{"text_rec_score_thresh": 0.5},
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],
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)
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def test_predict_params(
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monkeypatch,
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pp_structurev3_pipeline,
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params,
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):
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check_wrapper_simple_inference_param_forwarding(
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monkeypatch,
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pp_structurev3_pipeline,
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"paddlex_pipeline",
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"dummy_path",
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params,
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)
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# TODO: Test constructor and other methods
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