diff --git a/docling/backend/asciidoc_backend.py b/docling/backend/asciidoc_backend.py index 829419af1..397bfc44b 100644 --- a/docling/backend/asciidoc_backend.py +++ b/docling/backend/asciidoc_backend.py @@ -24,7 +24,6 @@ class AsciiDocBackend(DeclarativeDocumentBackend): - def __init__(self, in_doc: InputDocument, path_or_stream: Union[BytesIO, Path]): super().__init__(in_doc, path_or_stream) diff --git a/docling/backend/md_backend.py b/docling/backend/md_backend.py index 2bcc6d7d8..25bc36826 100644 --- a/docling/backend/md_backend.py +++ b/docling/backend/md_backend.py @@ -27,7 +27,6 @@ class MarkdownDocumentBackend(DeclarativeDocumentBackend): - def shorten_underscore_sequences(self, markdown_text, max_length=10): # This regex will match any sequence of underscores pattern = r"_+" diff --git a/docling/backend/msexcel_backend.py b/docling/backend/msexcel_backend.py index 508b0e8da..2d200d75f 100644 --- a/docling/backend/msexcel_backend.py +++ b/docling/backend/msexcel_backend.py @@ -44,7 +44,6 @@ class ExcelTable(BaseModel): class MsExcelDocumentBackend(DeclarativeDocumentBackend): - def __init__(self, in_doc: "InputDocument", path_or_stream: Union[BytesIO, Path]): super().__init__(in_doc, path_or_stream) diff --git a/docling/backend/msword_backend.py b/docling/backend/msword_backend.py index f59356e22..f8148d525 100644 --- a/docling/backend/msword_backend.py +++ b/docling/backend/msword_backend.py @@ -26,7 +26,6 @@ class MsWordDocumentBackend(DeclarativeDocumentBackend): - def __init__(self, in_doc: "InputDocument", path_or_stream: Union[BytesIO, Path]): super().__init__(in_doc, path_or_stream) self.XML_KEY = ( diff --git a/docling/backend/pdf_backend.py b/docling/backend/pdf_backend.py index cd7a08156..35c83b8c5 100644 --- a/docling/backend/pdf_backend.py +++ b/docling/backend/pdf_backend.py @@ -12,7 +12,6 @@ class PdfPageBackend(ABC): - @abstractmethod def get_text_in_rect(self, bbox: BoundingBox) -> str: pass @@ -45,7 +44,6 @@ def unload(self): class PdfDocumentBackend(PaginatedDocumentBackend): - def __init__(self, in_doc: InputDocument, path_or_stream: Union[BytesIO, Path]): super().__init__(in_doc, path_or_stream) diff --git a/docling/models/tesseract_ocr_cli_model.py b/docling/models/tesseract_ocr_cli_model.py index 16e1629de..3d5c80062 100644 --- a/docling/models/tesseract_ocr_cli_model.py +++ b/docling/models/tesseract_ocr_cli_model.py @@ -20,7 +20,6 @@ class TesseractOcrCliModel(BaseOcrModel): - def __init__(self, enabled: bool, options: TesseractCliOcrOptions): super().__init__(enabled=enabled, options=options) self.options: TesseractCliOcrOptions diff --git a/docs/examples/develop_code_equation_enrichment.py b/docs/examples/develop_code_equation_enrichment.py deleted file mode 100644 index 6f2fe472b..000000000 --- a/docs/examples/develop_code_equation_enrichment.py +++ /dev/null @@ -1,173 +0,0 @@ -import logging -from pathlib import Path -from typing import Any, Iterable, Literal - -from docling_core.types.doc import ( - DoclingDocument, - NodeItem, - TextItem, -) -from enum import Enum - -from pydantic import BaseModel - -from docling.datamodel.base_models import InputFormat -from docling.datamodel.pipeline_options import AcceleratorOptions, PdfPipelineOptions -from docling.document_converter import DocumentConverter, PdfFormatOption -from docling.models.base_model import BaseEnrichmentModel -from docling.pipeline.standard_pdf_pipeline import StandardPdfPipeline - -from docling_ibm_models.code_formula_model.code_formula_predictor import ( - CodeFormulaPredictor, -) - -from docling.datamodel.settings import settings - -# TODO: remove this. Imported so that the models are registered -from docling_ibm_models.code_formula_model.models.vary_opt import * -from docling_ibm_models.code_formula_model.models.vary_opt_image_processor import * - - -class CodeFormulaMode(str, Enum): - """Modes for the CodeFormula model.""" - - CODE = "code" - FORMULA = "formula" - CODE_FORMULA = "code_formula" - - -class CodeFormulaModelOptions(BaseModel): - kind: Literal["code_formula"] = "code_formula" - - mode: CodeFormulaMode = CodeFormulaMode.CODE_FORMULA - - -class CodeFormulaModel(BaseEnrichmentModel): - - def __init__( - self, - enabled: bool, - artifacts_path: Path, - accelerator_options: AcceleratorOptions, - code_formula_options: CodeFormulaModelOptions, - ): - """Init the CodeFormulaModel. - - Args: - enabled (bool): True if the model is enabled, False othewise. - - """ - self.enabled = enabled - self.mode = code_formula_options.mode - - self.code_formula_model = CodeFormulaPredictor( - artifacts_path=artifacts_path, - device=accelerator_options.device, - num_threads=accelerator_options.num_threads, - ) - - def is_processable(self, doc: DoclingDocument, element: NodeItem) -> bool: - return ( - self.enabled - and isinstance(element, TextItem) - and ( - ( - element.label == "code" - and ( - CodeFormulaMode.CODE - or self.mode == CodeFormulaMode.CODE_FORMULA - ) - ) - or ( - element.label == "formula" - and ( - self.mode == CodeFormulaMode.FORMULA - or self.mode == CodeFormulaMode.CODE_FORMULA - ) - ) - ) - ) - - def __call__( - self, doc: DoclingDocument, element_batch: Iterable[NodeItem] - ) -> Iterable[Any]: - print(len(element_batch)) - if not self.enabled: - return - - # ! TODO: batch size missing - images = [el.get_image(doc) for el in element_batch] - labels = [el.label for el in element_batch] - - outputs = self.code_formula_model.predict(images, labels) - # for output in outputs: - # print(output) - # print("\n\n\n\n\n") - - for element, output in zip(element_batch, outputs): - element.text = output - - yield element_batch - - -class CodeFormulaPipelineOptions(PdfPipelineOptions): - do_code_formula_enrichment: bool = True - -class CodeFormulaPipeline(StandardPdfPipeline): - - def __init__(self, pipeline_options: CodeFormulaPipelineOptions): - super().__init__(pipeline_options) - self.pipeline_options: CodeFormulaPipelineOptions - - self.enrichment_pipe = [ - CodeFormulaModel( - enabled=pipeline_options.do_code_formula_enrichment, - artifacts_path="/dccstor/doc_fig_class/DocFM-Vision-Pretrainer/Vary-master/checkpoints_code_equation_model/best_run", - accelerator_options=AcceleratorOptions(device="cpu"), - code_formula_options=CodeFormulaModelOptions(), - ) - ] - - @classmethod - def get_default_options(cls) -> CodeFormulaPipelineOptions: - return CodeFormulaPipelineOptions() - - -def main(): - logging.basicConfig(level=logging.INFO) - - # input_doc_path = Path("./tests/data/code_and_formulas.pdf") - input_doc_path = Path( - "/dccstor/doc_fig_class/docling-ibm/test/data/pdf/code_and_formulas.pdf" - ) - - settings.debug.visualize_raw_layout = True - settings.debug.visualize_layout = True - settings.debug.visualize_ocr = True - settings.debug.visualize_tables = True - - pipeline_options = CodeFormulaPipelineOptions() - pipeline_options.images_scale = 2.0 - - pipeline_options.generate_page_images = True - pipeline_options.generate_picture_images = True - - doc_converter = DocumentConverter( - format_options={ - InputFormat.PDF: PdfFormatOption( - pipeline_cls=CodeFormulaPipeline, - pipeline_options=pipeline_options, - ) - } - ) - result = doc_converter.convert(input_doc_path) - - for element, _level in result.document.iterate_items(): - if isinstance(element, TextItem) and (element.label == "code" or element.label == "formula"): - print( - f"The model populated the `text` portion of the TextElement {element.self_ref}:\n{element.text}\n\n\n\n\n" - ) - - -if __name__ == "__main__": - main() diff --git a/docs/examples/develop_picture_enrichment.py b/docs/examples/develop_picture_enrichment.py index 7ad06e4ae..81009fe8c 100644 --- a/docs/examples/develop_picture_enrichment.py +++ b/docs/examples/develop_picture_enrichment.py @@ -22,7 +22,6 @@ class ExamplePictureClassifierPipelineOptions(PdfPipelineOptions): class ExamplePictureClassifierEnrichmentModel(BaseEnrichmentModel): - def __init__(self, enabled: bool): self.enabled = enabled @@ -54,7 +53,6 @@ def __call__( class ExamplePictureClassifierPipeline(StandardPdfPipeline): - def __init__(self, pipeline_options: ExamplePictureClassifierPipelineOptions): super().__init__(pipeline_options) self.pipeline_options: ExamplePictureClassifierPipeline diff --git a/poetry.lock b/poetry.lock index 06cd0bba7..d35864455 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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