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88 lines
2.5 KiB
Python
88 lines
2.5 KiB
Python
import os
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os.environ["PYTORCH_ENABLE_MPS_FALLBACK"] = "1"
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import pytest
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from PIL import Image, ImageDraw
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from surya.detection import DetectionPredictor
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from surya.ocr_error import OCRErrorPredictor
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from surya.layout import LayoutPredictor
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from surya.recognition import RecognitionPredictor
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from surya.foundation import FoundationPredictor
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from surya.table_rec import TableRecPredictor
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@pytest.fixture(scope="session")
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def foundation_predictor() -> FoundationPredictor:
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foundation_predictor = FoundationPredictor()
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yield foundation_predictor
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del foundation_predictor
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@pytest.fixture(scope="session")
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def ocr_error_predictor() -> OCRErrorPredictor:
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ocr_error_predictor = OCRErrorPredictor()
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yield ocr_error_predictor
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del ocr_error_predictor
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@pytest.fixture(scope="session")
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def layout_predictor() -> LayoutPredictor:
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layout_predictor = LayoutPredictor()
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yield layout_predictor
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del layout_predictor
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@pytest.fixture(scope="session")
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def detection_predictor() -> DetectionPredictor:
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detection_predictor = DetectionPredictor()
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yield detection_predictor
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del detection_predictor
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@pytest.fixture(scope="session")
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def recognition_predictor(foundation_predictor) -> RecognitionPredictor:
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recognition_predictor = RecognitionPredictor(foundation_predictor)
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yield recognition_predictor
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del recognition_predictor
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@pytest.fixture(scope="session")
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def table_rec_predictor() -> TableRecPredictor:
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table_rec_predictor = TableRecPredictor()
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yield table_rec_predictor
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del table_rec_predictor
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@pytest.fixture()
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def test_image():
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image = Image.new("RGB", (1024, 1024), "white")
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draw = ImageDraw.Draw(image)
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draw.text((10, 10), "Hello World", fill="black", font_size=72)
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draw.text(
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(10, 200),
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"This is a sentence of text.\nNow it is a paragraph.\nA three-line one.",
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fill="black",
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font_size=24,
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)
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return image
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@pytest.fixture()
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def test_image_tall():
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image = Image.new("RGB", (4096, 4096), "white")
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draw = ImageDraw.Draw(image)
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draw.text((10, 10), "Hello World", fill="black", font_size=72)
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draw.text(
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(4000, 4000),
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"This is a sentence of text.\n\nNow it is a paragraph.\n\nA three-line one.",
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fill="black",
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font_size=24,
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)
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return image
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@pytest.fixture()
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def test_image_latex():
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assets_dir = os.path.join(os.path.dirname(__file__), "assets")
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img_path = os.path.join(assets_dir, "test_latex.png")
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image = Image.open(img_path).convert("RGB")
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return image |