fix: make it work for multi-page

Signed-off-by: Yusik Kim <kmyusk@gmail.com>
This commit is contained in:
Yusik Kim 2025-03-20 13:23:48 +01:00
parent 50d2ef1ad6
commit 411a33fc69
2 changed files with 21 additions and 40 deletions

View File

@ -1,50 +1,27 @@
import base64
import io
from pathlib import Path
from typing import cast
from PIL import Image as PILImage
from docling_core.experimental.serializer.doctags import (
DocTagsDocSerializer,
DocTagsParams,
)
from docling_core.types.doc import DoclingDocument, Size
from docling_core.types.doc.document import DocTagsDocument, ImageRef, PageItem
from pydantic import AnyUrl
from docling_core.types.doc.document import DocTagsDocument
from PIL import Image as PILImage
def remove_doctags_content(doctags: str, image: PILImage.Image) -> str:
def from_pil_to_base64(img: PILImage.Image) -> str:
# Convert the image to a base64 str
buffered = io.BytesIO()
img.save(buffered, format="PNG") # Specify the format (e.g., JPEG, PNG, etc.)
image_bytes = buffered.getvalue()
# Encode the bytes to a Base64 string
image_base64 = base64.b64encode(image_bytes).decode("utf-8")
return image_base64
def from_pil_to_base64uri(img: PILImage.Image) -> AnyUrl:
image_base64 = from_pil_to_base64(img)
uri = AnyUrl(f"data:image/png;base64,{image_base64}")
return uri
doctags_doc = DocTagsDocument.from_doctags_and_image_pairs([doctags], [image])
def remove_doctags_content(doctags: list[str], images: list[PILImage.Image]) -> str:
doctags_doc = DocTagsDocument.from_doctags_and_image_pairs(
cast(list[str | Path], doctags), cast(list[PILImage.Image | Path], images)
)
doc = DoclingDocument(name="dummy")
doc.load_from_doctags(doctags_doc)
image_ref = ImageRef(
mimetype="image/png",
dpi=72,
size=Size(width=float(image.width), height=float(image.height)),
uri=from_pil_to_base64uri(image),
)
page_item = PageItem(
page_no=1,
size=Size(width=float(image.width), height=float(image.height)),
image=image_ref,
)
doc.pages[1] = page_item
for idx, image in enumerate(images):
size = Size(width=float(image.width), height=float(image.height))
doc.add_page(page_no=idx + 1, size=size)
dt_params = DocTagsParams(add_content=False)
ser = DocTagsDocSerializer(params=dt_params, doc=doc)
pages = [ser.serialize(item=item) for item, _ in doc.iterate_items()]
return ser.serialize_doc(pages=pages).text
items = [ser.serialize(item=item) for item, _ in doc.iterate_items()]
dt_params = DocTagsParams(add_content=False)
ser = DocTagsDocSerializer(params=dt_params, doc=doc)
return ser.serialize_doc(pages=items).text

View File

@ -2,10 +2,14 @@ from PIL import Image as PILImage
from docling.utils.doctags_utils import remove_doctags_content
def test_remove_doctags_content():
img = PILImage.open("./tests/data_scanned/ocr_test.png")
with open("./tests/data_scanned/groundtruth/docling_v2/ocr_test.doctags.txt") as f:
doctags = f.read()
actual = remove_doctags_content(doctags, img)
expected = "<doctag><text><loc_58><loc_44><loc_426><loc_91></text>\n</doctag>"
actual = remove_doctags_content([doctags] * 2, [img] * 2)
expected = """<doctag><text><loc_58><loc_44><loc_426><loc_91></text>
<page_break>
<text><loc_58><loc_44><loc_426><loc_91></text>
</doctag>"""
assert actual == expected