docling/tests/test_backend_msword.py

98 lines
2.6 KiB
Python
Raw Normal View History

import os
from pathlib import Path
from docling.backend.msword_backend import MsWordDocumentBackend
from docling.datamodel.base_models import InputFormat
from docling.datamodel.document import (
ConversionResult,
DoclingDocument,
InputDocument,
SectionHeaderItem,
)
from docling.document_converter import DocumentConverter
from .verify_utils import verify_document, verify_export
GENERATE = False
def test_heading_levels():
in_path = Path("tests/data/docx/word_sample.docx")
in_doc = InputDocument(
path_or_stream=in_path,
format=InputFormat.DOCX,
backend=MsWordDocumentBackend,
)
backend = MsWordDocumentBackend(
in_doc=in_doc,
path_or_stream=in_path,
)
doc = backend.convert()
found_lvl_1 = found_lvl_2 = False
for item, _ in doc.iterate_items():
if isinstance(item, SectionHeaderItem):
if item.text == "Let\u2019s swim!":
found_lvl_1 = True
assert item.level == 1
elif item.text == "Let\u2019s eat":
found_lvl_2 = True
assert item.level == 2
assert found_lvl_1 and found_lvl_2
def get_docx_paths():
# Define the directory you want to search
directory = Path("./tests/data/docx/")
# List all PDF files in the directory and its subdirectories
pdf_files = sorted(directory.rglob("*.docx"))
return pdf_files
def get_converter():
converter = DocumentConverter(allowed_formats=[InputFormat.DOCX])
return converter
def test_e2e_docx_conversions():
docx_paths = get_docx_paths()
converter = get_converter()
for docx_path in docx_paths:
# print(f"converting {docx_path}")
gt_path = (
docx_path.parent.parent / "groundtruth" / "docling_v2" / docx_path.name
)
conv_result: ConversionResult = converter.convert(docx_path)
doc: DoclingDocument = conv_result.document
pred_md: str = doc.export_to_markdown()
assert verify_export(pred_md, str(gt_path) + ".md"), "export to md"
pred_itxt: str = doc._export_to_indented_text(
max_text_len=70, explicit_tables=False
)
assert verify_export(
pred_itxt, str(gt_path) + ".itxt"
), "export to indented-text"
assert verify_document(
doc, str(gt_path) + ".json", GENERATE
), "document document"
if docx_path.name == "word_tables.docx":
pred_html: str = doc.export_to_html()
assert verify_export(
pred_text=pred_html,
gtfile=str(gt_path) + ".html",
generate=GENERATE,
), "export to html"