fix: enable locks for threadsafe pdfium (#1052)
* enable locks for threadsafe pdfium Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * fix deadlock in pypdfium2 backend Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> --------- Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
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@ -12,6 +12,7 @@ from pypdfium2 import PdfPage
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from docling.backend.pdf_backend import PdfDocumentBackend, PdfPageBackend
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from docling.datamodel.base_models import Cell, Size
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from docling.utils.locks import pypdfium2_lock
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if TYPE_CHECKING:
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from docling.datamodel.document import InputDocument
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@ -182,20 +183,24 @@ class DoclingParseV2PageBackend(PdfPageBackend):
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padbox.r = page_size.width - padbox.r
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padbox.t = page_size.height - padbox.t
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image = (
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self._ppage.render(
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scale=scale * 1.5,
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rotation=0, # no additional rotation
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crop=padbox.as_tuple(),
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)
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.to_pil()
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.resize(size=(round(cropbox.width * scale), round(cropbox.height * scale)))
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) # We resize the image from 1.5x the given scale to make it sharper.
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with pypdfium2_lock:
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image = (
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self._ppage.render(
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scale=scale * 1.5,
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rotation=0, # no additional rotation
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crop=padbox.as_tuple(),
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)
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.to_pil()
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.resize(
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size=(round(cropbox.width * scale), round(cropbox.height * scale))
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)
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) # We resize the image from 1.5x the given scale to make it sharper.
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return image
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def get_size(self) -> Size:
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return Size(width=self._ppage.get_width(), height=self._ppage.get_height())
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with pypdfium2_lock:
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return Size(width=self._ppage.get_width(), height=self._ppage.get_height())
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def unload(self):
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self._ppage = None
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@ -206,23 +211,24 @@ class DoclingParseV2DocumentBackend(PdfDocumentBackend):
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def __init__(self, in_doc: "InputDocument", path_or_stream: Union[BytesIO, Path]):
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super().__init__(in_doc, path_or_stream)
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self._pdoc = pdfium.PdfDocument(self.path_or_stream)
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self.parser = pdf_parser_v2("fatal")
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with pypdfium2_lock:
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self._pdoc = pdfium.PdfDocument(self.path_or_stream)
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self.parser = pdf_parser_v2("fatal")
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success = False
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if isinstance(self.path_or_stream, BytesIO):
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success = self.parser.load_document_from_bytesio(
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self.document_hash, self.path_or_stream
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)
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elif isinstance(self.path_or_stream, Path):
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success = self.parser.load_document(
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self.document_hash, str(self.path_or_stream)
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)
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success = False
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if isinstance(self.path_or_stream, BytesIO):
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success = self.parser.load_document_from_bytesio(
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self.document_hash, self.path_or_stream
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)
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elif isinstance(self.path_or_stream, Path):
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success = self.parser.load_document(
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self.document_hash, str(self.path_or_stream)
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)
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if not success:
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raise RuntimeError(
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f"docling-parse v2 could not load document {self.document_hash}."
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)
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if not success:
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raise RuntimeError(
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f"docling-parse v2 could not load document {self.document_hash}."
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)
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def page_count(self) -> int:
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# return len(self._pdoc) # To be replaced with docling-parse API
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@ -236,9 +242,10 @@ class DoclingParseV2DocumentBackend(PdfDocumentBackend):
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return len_2
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def load_page(self, page_no: int) -> DoclingParseV2PageBackend:
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return DoclingParseV2PageBackend(
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self.parser, self.document_hash, page_no, self._pdoc[page_no]
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)
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with pypdfium2_lock:
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return DoclingParseV2PageBackend(
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self.parser, self.document_hash, page_no, self._pdoc[page_no]
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)
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def is_valid(self) -> bool:
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return self.page_count() > 0
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@ -246,5 +253,6 @@ class DoclingParseV2DocumentBackend(PdfDocumentBackend):
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def unload(self):
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super().unload()
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self.parser.unload_document(self.document_hash)
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self._pdoc.close()
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self._pdoc = None
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with pypdfium2_lock:
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self._pdoc.close()
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self._pdoc = None
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@ -13,6 +13,7 @@ from pypdfium2._helpers.misc import PdfiumError
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from docling.backend.pdf_backend import PdfDocumentBackend, PdfPageBackend
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from docling.datamodel.base_models import Cell
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from docling.utils.locks import pypdfium2_lock
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if TYPE_CHECKING:
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from docling.datamodel.document import InputDocument
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@ -24,6 +25,7 @@ class PyPdfiumPageBackend(PdfPageBackend):
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def __init__(
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self, pdfium_doc: pdfium.PdfDocument, document_hash: str, page_no: int
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):
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# Note: lock applied by the caller
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self.valid = True # No better way to tell from pypdfium.
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try:
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self._ppage: pdfium.PdfPage = pdfium_doc[page_no]
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@ -40,51 +42,57 @@ class PyPdfiumPageBackend(PdfPageBackend):
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def get_bitmap_rects(self, scale: float = 1) -> Iterable[BoundingBox]:
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AREA_THRESHOLD = 0 # 32 * 32
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for obj in self._ppage.get_objects(filter=[pdfium_c.FPDF_PAGEOBJ_IMAGE]):
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pos = obj.get_pos()
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cropbox = BoundingBox.from_tuple(
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pos, origin=CoordOrigin.BOTTOMLEFT
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).to_top_left_origin(page_height=self.get_size().height)
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page_size = self.get_size()
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with pypdfium2_lock:
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for obj in self._ppage.get_objects(filter=[pdfium_c.FPDF_PAGEOBJ_IMAGE]):
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pos = obj.get_pos()
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cropbox = BoundingBox.from_tuple(
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pos, origin=CoordOrigin.BOTTOMLEFT
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).to_top_left_origin(page_height=page_size.height)
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if cropbox.area() > AREA_THRESHOLD:
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cropbox = cropbox.scaled(scale=scale)
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if cropbox.area() > AREA_THRESHOLD:
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cropbox = cropbox.scaled(scale=scale)
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yield cropbox
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yield cropbox
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def get_text_in_rect(self, bbox: BoundingBox) -> str:
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if not self.text_page:
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self.text_page = self._ppage.get_textpage()
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with pypdfium2_lock:
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if not self.text_page:
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self.text_page = self._ppage.get_textpage()
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if bbox.coord_origin != CoordOrigin.BOTTOMLEFT:
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bbox = bbox.to_bottom_left_origin(self.get_size().height)
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text_piece = self.text_page.get_text_bounded(*bbox.as_tuple())
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with pypdfium2_lock:
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text_piece = self.text_page.get_text_bounded(*bbox.as_tuple())
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return text_piece
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def get_text_cells(self) -> Iterable[Cell]:
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if not self.text_page:
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self.text_page = self._ppage.get_textpage()
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with pypdfium2_lock:
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if not self.text_page:
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self.text_page = self._ppage.get_textpage()
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cells = []
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cell_counter = 0
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page_size = self.get_size()
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for i in range(self.text_page.count_rects()):
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rect = self.text_page.get_rect(i)
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text_piece = self.text_page.get_text_bounded(*rect)
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x0, y0, x1, y1 = rect
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cells.append(
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Cell(
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id=cell_counter,
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text=text_piece,
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bbox=BoundingBox(
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l=x0, b=y0, r=x1, t=y1, coord_origin=CoordOrigin.BOTTOMLEFT
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).to_top_left_origin(page_size.height),
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with pypdfium2_lock:
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for i in range(self.text_page.count_rects()):
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rect = self.text_page.get_rect(i)
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text_piece = self.text_page.get_text_bounded(*rect)
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x0, y0, x1, y1 = rect
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cells.append(
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Cell(
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id=cell_counter,
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text=text_piece,
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bbox=BoundingBox(
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l=x0, b=y0, r=x1, t=y1, coord_origin=CoordOrigin.BOTTOMLEFT
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).to_top_left_origin(page_size.height),
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)
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)
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)
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cell_counter += 1
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cell_counter += 1
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# PyPdfium2 produces very fragmented cells, with sub-word level boundaries, in many PDFs.
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# The cell merging code below is to clean this up.
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@ -214,20 +222,24 @@ class PyPdfiumPageBackend(PdfPageBackend):
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padbox.r = page_size.width - padbox.r
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padbox.t = page_size.height - padbox.t
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image = (
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self._ppage.render(
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scale=scale * 1.5,
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rotation=0, # no additional rotation
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crop=padbox.as_tuple(),
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)
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.to_pil()
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.resize(size=(round(cropbox.width * scale), round(cropbox.height * scale)))
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) # We resize the image from 1.5x the given scale to make it sharper.
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with pypdfium2_lock:
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image = (
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self._ppage.render(
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scale=scale * 1.5,
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rotation=0, # no additional rotation
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crop=padbox.as_tuple(),
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)
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.to_pil()
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.resize(
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size=(round(cropbox.width * scale), round(cropbox.height * scale))
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)
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) # We resize the image from 1.5x the given scale to make it sharper.
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return image
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def get_size(self) -> Size:
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return Size(width=self._ppage.get_width(), height=self._ppage.get_height())
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with pypdfium2_lock:
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return Size(width=self._ppage.get_width(), height=self._ppage.get_height())
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def unload(self):
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self._ppage = None
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@ -239,22 +251,26 @@ class PyPdfiumDocumentBackend(PdfDocumentBackend):
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super().__init__(in_doc, path_or_stream)
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try:
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self._pdoc = pdfium.PdfDocument(self.path_or_stream)
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with pypdfium2_lock:
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self._pdoc = pdfium.PdfDocument(self.path_or_stream)
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except PdfiumError as e:
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raise RuntimeError(
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f"pypdfium could not load document with hash {self.document_hash}"
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) from e
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def page_count(self) -> int:
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return len(self._pdoc)
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with pypdfium2_lock:
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return len(self._pdoc)
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def load_page(self, page_no: int) -> PyPdfiumPageBackend:
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return PyPdfiumPageBackend(self._pdoc, self.document_hash, page_no)
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with pypdfium2_lock:
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return PyPdfiumPageBackend(self._pdoc, self.document_hash, page_no)
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def is_valid(self) -> bool:
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return self.page_count() > 0
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def unload(self):
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super().unload()
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self._pdoc.close()
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self._pdoc = None
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with pypdfium2_lock:
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self._pdoc.close()
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self._pdoc = None
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3
docling/utils/locks.py
Normal file
3
docling/utils/locks.py
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@ -0,0 +1,3 @@
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import threading
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pypdfium2_lock = threading.Lock()
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