
* propagated changes for new CodeItem class Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com> * Rebased branch on latest main. changes for CodeItem Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com> * removed unused files Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com> * chore: update lockfile Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * pin latest docling-core Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * update docling-core pinning Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * pin docling-core Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * use new add_code in backends and update typing in MD backend Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * added if statement for backend Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com> * removed unused import Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com> * removed print statements Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com> * gt for new pdf Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com> * Update docling/pipeline/standard_pdf_pipeline.py Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com> Signed-off-by: Matteo <43417658+Matteo-Omenetti@users.noreply.github.com> * fixed doc comment of __call__ function of code_formula_model Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com> * fix artifacts_path type Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * move imports Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * move expansion_factor to base class Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> --------- Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com> Signed-off-by: Christoph Auer <cau@zurich.ibm.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> Signed-off-by: Matteo <43417658+Matteo-Omenetti@users.noreply.github.com> Co-authored-by: Christoph Auer <cau@zurich.ibm.com> Co-authored-by: Michele Dolfi <dol@zurich.ibm.com> Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
77 lines
2.0 KiB
Python
77 lines
2.0 KiB
Python
from abc import ABC, abstractmethod
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from io import BytesIO
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from pathlib import Path
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from typing import Iterable, Optional, Set, Union
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from docling_core.types.doc import BoundingBox, Size
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from PIL import Image
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from docling.backend.abstract_backend import PaginatedDocumentBackend
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from docling.datamodel.base_models import Cell, InputFormat
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from docling.datamodel.document import InputDocument
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class PdfPageBackend(ABC):
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@abstractmethod
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def get_text_in_rect(self, bbox: BoundingBox) -> str:
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pass
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@abstractmethod
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def get_text_cells(self) -> Iterable[Cell]:
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pass
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@abstractmethod
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def get_bitmap_rects(self, float: int = 1) -> Iterable[BoundingBox]:
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pass
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@abstractmethod
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def get_page_image(
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self, scale: float = 1, cropbox: Optional[BoundingBox] = None
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) -> Image.Image:
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pass
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@abstractmethod
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def get_size(self) -> Size:
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pass
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@abstractmethod
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def is_valid(self) -> bool:
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pass
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@abstractmethod
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def unload(self):
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pass
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class PdfDocumentBackend(PaginatedDocumentBackend):
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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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if self.input_format is not InputFormat.PDF:
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if self.input_format is InputFormat.IMAGE:
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buf = BytesIO()
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img = Image.open(self.path_or_stream)
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img.save(buf, "PDF")
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buf.seek(0)
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self.path_or_stream = buf
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else:
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raise RuntimeError(
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f"Incompatible file format {self.input_format} was passed to a PdfDocumentBackend."
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)
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@abstractmethod
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def load_page(self, page_no: int) -> PdfPageBackend:
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pass
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@abstractmethod
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def page_count(self) -> int:
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pass
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@classmethod
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def supported_formats(cls) -> Set[InputFormat]:
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return {InputFormat.PDF}
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@classmethod
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def supports_pagination(cls) -> bool:
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return True
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