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76 lines
2.3 KiB
Python
76 lines
2.3 KiB
Python
from io import BytesIO
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from pathlib import Path
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import pytest
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from docling.backend.docling_parse_backend import DoclingParseDocumentBackend
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from docling.datamodel.base_models import DocumentStream, InputFormat
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from docling.datamodel.document import ConversionResult, DocumentConversionInput
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from docling.datamodel.pipeline_options import PdfPipelineOptions
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from docling.document_converter import DocumentConverter, PdfFormatOption
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from .verify_utils import verify_conversion_result_v1, verify_conversion_result_v2
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def get_pdf_path():
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pdf_path = Path("./tests/data/2305.03393v1-pg9.pdf")
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return pdf_path
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@pytest.fixture
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def converter():
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pipeline_options = PdfPipelineOptions()
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pipeline_options.do_ocr = False
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pipeline_options.do_table_structure = True
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pipeline_options.table_structure_options.do_cell_matching = True
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converter = DocumentConverter(
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format_options={
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InputFormat.PDF: PdfFormatOption(
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pipeline_options=pipeline_options, backend=DoclingParseDocumentBackend
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)
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}
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)
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return converter
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def test_convert_single(converter: DocumentConverter):
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pdf_path = get_pdf_path()
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print(f"converting {pdf_path}")
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doc_result: ConversionResult = converter.convert_single(pdf_path)
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verify_conversion_result_v1(input_path=pdf_path, doc_result=doc_result)
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verify_conversion_result_v2(input_path=pdf_path, doc_result=doc_result)
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def test_batch_path(converter: DocumentConverter):
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pdf_path = get_pdf_path()
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print(f"converting {pdf_path}")
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conv_input = DocumentConversionInput.from_paths([pdf_path])
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results = converter.convert_batch(conv_input)
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for doc_result in results:
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verify_conversion_result_v1(input_path=pdf_path, doc_result=doc_result)
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verify_conversion_result_v2(input_path=pdf_path, doc_result=doc_result)
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def test_batch_bytes(converter: DocumentConverter):
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pdf_path = get_pdf_path()
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print(f"converting {pdf_path}")
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buf = BytesIO(pdf_path.open("rb").read())
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docs = [DocumentStream(name=pdf_path.name, stream=buf)]
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conv_input = DocumentConversionInput.from_streams(docs)
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results = converter.convert_batch(conv_input)
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for doc_result in results:
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verify_conversion_result_v1(input_path=pdf_path, doc_result=doc_result)
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verify_conversion_result_v2(input_path=pdf_path, doc_result=doc_result)
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