feat!: Docling v2 (#117)
--------- Signed-off-by: Christoph Auer <cau@zurich.ibm.com> Signed-off-by: Maxim Lysak <mly@zurich.ibm.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> Co-authored-by: Maxim Lysak <mly@zurich.ibm.com> Co-authored-by: Michele Dolfi <dol@zurich.ibm.com> Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
This commit is contained in:
@@ -2,17 +2,18 @@ from pathlib import Path
|
||||
from typing import List
|
||||
|
||||
from docling.backend.docling_parse_backend import DoclingParseDocumentBackend
|
||||
from docling.datamodel.base_models import InputFormat
|
||||
from docling.datamodel.document import ConversionResult
|
||||
from docling.datamodel.pipeline_options import (
|
||||
EasyOcrOptions,
|
||||
OcrOptions,
|
||||
PipelineOptions,
|
||||
PdfPipelineOptions,
|
||||
TesseractCliOcrOptions,
|
||||
TesseractOcrOptions,
|
||||
)
|
||||
from docling.document_converter import DocumentConverter
|
||||
from docling.document_converter import DocumentConverter, PdfFormatOption
|
||||
|
||||
from .verify_utils import verify_conversion_result
|
||||
from .verify_utils import verify_conversion_result_v1, verify_conversion_result_v2
|
||||
|
||||
GENERATE = False
|
||||
|
||||
@@ -28,7 +29,7 @@ def save_output(pdf_path: Path, doc_result: ConversionResult, engine: str):
|
||||
|
||||
dict_fn = os.path.join(parent, f"{pdf_path.stem}{eng}.json")
|
||||
with open(dict_fn, "w") as fd:
|
||||
json.dump(doc_result.render_as_dict(), fd)
|
||||
json.dump(doc_result.legacy_document.export_to_dict(), fd)
|
||||
|
||||
pages_fn = os.path.join(parent, f"{pdf_path.stem}{eng}.pages.json")
|
||||
pages = [p.model_dump() for p in doc_result.pages]
|
||||
@@ -37,11 +38,11 @@ def save_output(pdf_path: Path, doc_result: ConversionResult, engine: str):
|
||||
|
||||
doctags_fn = os.path.join(parent, f"{pdf_path.stem}{eng}.doctags.txt")
|
||||
with open(doctags_fn, "w") as fd:
|
||||
fd.write(doc_result.render_as_doctags())
|
||||
fd.write(doc_result.legacy_document.export_to_doctags())
|
||||
|
||||
md_fn = os.path.join(parent, f"{pdf_path.stem}{eng}.md")
|
||||
with open(md_fn, "w") as fd:
|
||||
fd.write(doc_result.render_as_markdown())
|
||||
fd.write(doc_result.legacy_document.export_to_markdown())
|
||||
|
||||
|
||||
def get_pdf_paths():
|
||||
@@ -54,15 +55,19 @@ def get_pdf_paths():
|
||||
|
||||
|
||||
def get_converter(ocr_options: OcrOptions):
|
||||
pipeline_options = PipelineOptions()
|
||||
pipeline_options = PdfPipelineOptions()
|
||||
pipeline_options.do_ocr = True
|
||||
pipeline_options.do_table_structure = True
|
||||
pipeline_options.table_structure_options.do_cell_matching = True
|
||||
pipeline_options.ocr_options = ocr_options
|
||||
|
||||
converter = DocumentConverter(
|
||||
pipeline_options=pipeline_options,
|
||||
pdf_backend=DoclingParseDocumentBackend,
|
||||
format_options={
|
||||
InputFormat.PDF: PdfFormatOption(
|
||||
pipeline_options=pipeline_options,
|
||||
backend=DoclingParseDocumentBackend,
|
||||
)
|
||||
}
|
||||
)
|
||||
|
||||
return converter
|
||||
@@ -84,13 +89,20 @@ def test_e2e_conversions():
|
||||
for pdf_path in pdf_paths:
|
||||
print(f"converting {pdf_path}")
|
||||
|
||||
doc_result: ConversionResult = converter.convert_single(pdf_path)
|
||||
doc_result: ConversionResult = converter.convert(pdf_path)
|
||||
|
||||
# Save conversions
|
||||
# save_output(pdf_path, doc_result, None)
|
||||
|
||||
# Debug
|
||||
verify_conversion_result(
|
||||
verify_conversion_result_v1(
|
||||
input_path=pdf_path,
|
||||
doc_result=doc_result,
|
||||
generate=GENERATE,
|
||||
fuzzy=True,
|
||||
)
|
||||
|
||||
verify_conversion_result_v2(
|
||||
input_path=pdf_path,
|
||||
doc_result=doc_result,
|
||||
generate=GENERATE,
|
||||
|
||||
Reference in New Issue
Block a user