from pathlib import Path import pytest from docling_core.types.doc import BoundingBox from docling.backend.docling_parse_backend import ( DoclingParseDocumentBackend, DoclingParsePageBackend, ) from docling.datamodel.base_models import InputFormat from docling.datamodel.document import InputDocument @pytest.fixture def test_doc_path(): return Path("./tests/data/2206.01062.pdf") def _get_backend(pdf_doc): in_doc = InputDocument( path_or_stream=pdf_doc, format=InputFormat.PDF, backend=DoclingParseDocumentBackend, ) doc_backend = in_doc._backend return doc_backend def test_text_cell_counts(): pdf_doc = Path("./tests/data/redp5695.pdf") doc_backend = _get_backend(pdf_doc) for page_index in range(0, doc_backend.page_count()): last_cell_count = None for i in range(10): page_backend: DoclingParsePageBackend = doc_backend.load_page(0) cells = list(page_backend.get_text_cells()) if last_cell_count is None: last_cell_count = len(cells) if len(cells) != last_cell_count: assert ( False ), "Loading page multiple times yielded non-identical text cell counts" last_cell_count = len(cells) def test_get_text_from_rect(test_doc_path): doc_backend = _get_backend(test_doc_path) page_backend: DoclingParsePageBackend = doc_backend.load_page(0) # Get the title text of the DocLayNet paper textpiece = page_backend.get_text_in_rect( bbox=BoundingBox(l=102, t=77, r=511, b=124) ) ref = "DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis" assert textpiece.strip() == ref def test_crop_page_image(test_doc_path): doc_backend = _get_backend(test_doc_path) page_backend: DoclingParsePageBackend = doc_backend.load_page(0) # Crop out "Figure 1" from the DocLayNet paper im = page_backend.get_page_image( scale=2, cropbox=BoundingBox(l=317, t=246, r=574, b=527) ) # im.show() def test_num_pages(test_doc_path): doc_backend = _get_backend(test_doc_path) doc_backend.page_count() == 9