Docling/tests/test_e2e_conversion.py

from pathlib import Path

from docling.backend.docling_parse_backend import DoclingParseDocumentBackend
from docling.backend.docling_parse_v4_backend import DoclingParseV4DocumentBackend
from docling.datamodel.base_models import InputFormat
from docling.datamodel.document import ConversionResult
from docling.datamodel.pipeline_options import AcceleratorDevice, PdfPipelineOptions
from docling.document_converter import DocumentConverter, PdfFormatOption

from .test_data_gen_flag import GEN_TEST_DATA
from .verify_utils import verify_conversion_result_v1, verify_conversion_result_v2

GENERATE_V1 = GEN_TEST_DATA
GENERATE_V2 = GEN_TEST_DATA


def get_pdf_paths():

    # Define the directory you want to search
    directory = Path("./tests/data/pdf/")

    # List all PDF files in the directory and its subdirectories
    pdf_files = sorted(directory.rglob("*.pdf"))
    return pdf_files


def get_converter():

    pipeline_options = PdfPipelineOptions()
    pipeline_options.do_ocr = False
    pipeline_options.do_table_structure = True
    pipeline_options.table_structure_options.do_cell_matching = True
    pipeline_options.accelerator_options.device = AcceleratorDevice.CPU

    converter = DocumentConverter(
        format_options={
            InputFormat.PDF: PdfFormatOption(
                pipeline_options=pipeline_options,
                backend=DoclingParseDocumentBackend,
            )
        }
    )

    return converter


def test_e2e_pdfs_conversions():

    pdf_paths = get_pdf_paths()
    converter = get_converter()

    for pdf_path in pdf_paths:
        print(f"converting {pdf_path}")

        doc_result: ConversionResult = converter.convert(pdf_path)

        verify_conversion_result_v1(
            input_path=pdf_path, doc_result=doc_result, generate=GENERATE_V1
        )

        verify_conversion_result_v2(
            input_path=pdf_path, doc_result=doc_result, generate=GENERATE_V2
        )