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90 lines
2.9 KiB
Python
90 lines
2.9 KiB
Python
import json
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import logging
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from pathlib import Path
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from docling.backend.pypdfium2_backend import PyPdfiumDocumentBackend
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from docling.datamodel.base_models import InputFormat
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from docling.document_converter import (
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DocumentConverter,
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PdfFormatOption,
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WordFormatOption,
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)
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from docling.pipeline.simple_model_pipeline import SimpleModelPipeline
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from docling.pipeline.standard_pdf_model_pipeline import StandardPdfModelPipeline
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_log = logging.getLogger(__name__)
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USE_EXPERIMENTAL = False
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input_paths = [
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Path("tests/data/wiki_duck.html"),
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Path("tests/data/word_sample.docx"),
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Path("tests/data/lorem_ipsum.docx"),
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Path("tests/data/powerpoint_sample.pptx"),
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Path("tests/data/2206.01062.pdf"),
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# Path("tests/data/2305.03393v1-pg9-img.png"),
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]
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## for defaults use:
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# doc_converter = DocumentConverter()
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## to customize use:
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doc_converter = DocumentConverter( # all of the below is optional, has internal defaults.
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formats=[
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InputFormat.PDF,
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# InputFormat.IMAGE,
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InputFormat.DOCX,
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InputFormat.HTML,
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InputFormat.PPTX,
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], # whitelist formats, other files are ignored.
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format_options={
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InputFormat.PDF: PdfFormatOption(
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pipeline_cls=StandardPdfModelPipeline, backend=PyPdfiumDocumentBackend
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), # PdfFormatOption(backend=PyPdfiumDocumentBackend),
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InputFormat.DOCX: WordFormatOption(
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pipeline_cls=SimpleModelPipeline # , backend=MsWordDocumentBackend
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),
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# InputFormat.IMAGE: PdfFormatOption(),
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},
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)
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doc_converter = DocumentConverter( # all of the below is optional, has internal defaults.
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pdf=None,
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docx=WordFormatOption(
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pipeline_cls=SimpleModelPipeline # , backend=MsWordDocumentBackend
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),
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formats=[
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InputFormat.PDF,
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# InputFormat.IMAGE,
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InputFormat.DOCX,
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InputFormat.HTML,
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InputFormat.PPTX,
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], # whitelist formats, other files are ignored.
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format_options={
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InputFormat.PDF: PdfFormatOption(
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pipeline_cls=StandardPdfModelPipeline, backend=PyPdfiumDocumentBackend
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), # PdfFormatOption(backend=PyPdfiumDocumentBackend),
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InputFormat.DOCX: WordFormatOption(
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pipeline_cls=SimpleModelPipeline # , backend=MsWordDocumentBackend
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),
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# InputFormat.IMAGE: PdfFormatOption(),
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},
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)
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conv_results = doc_converter.convert_all(input_paths)
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for res in conv_results:
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out_path = Path("./scratch")
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print(
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f"Document {res.input.file.name} converted."
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f"\nSaved markdown output to: {str(out_path)}"
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)
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# print(res.experimental.export_to_markdown())
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# Export Docling document format to markdown (experimental):
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with (out_path / f"{res.input.file.name}.md").open("w") as fp:
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fp.write(res.output.export_to_markdown())
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with (out_path / f"{res.input.file.name}.json").open("w") as fp:
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fp.write(json.dumps(res.output.export_to_dict()))
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