ed74fe2ec0
* fix artifacts path Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add docling-models utility Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * missing formatting Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * rename utility to docling-tools Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * rename download methods and deprecation warnings Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * propagate artifacts path usage for ocr models Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * move function to utils Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * remove unused file Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * update docs Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * simplify downloading specific model(s) Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> * minor refactor Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> --------- Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
73 lines
2.2 KiB
Python
73 lines
2.2 KiB
Python
import logging
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from pathlib import Path
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from typing import Optional
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from docling.datamodel.settings import settings
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from docling.models.code_formula_model import CodeFormulaModel
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from docling.models.document_picture_classifier import DocumentPictureClassifier
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from docling.models.easyocr_model import EasyOcrModel
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from docling.models.layout_model import LayoutModel
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from docling.models.table_structure_model import TableStructureModel
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_log = logging.getLogger(__name__)
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def download_models(
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output_dir: Optional[Path] = None,
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*,
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force: bool = False,
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progress: bool = False,
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with_layout: bool = True,
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with_tableformer: bool = True,
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with_code_formula: bool = True,
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with_picture_classifier: bool = True,
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with_easyocr: bool = True,
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):
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if output_dir is None:
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output_dir = settings.cache_dir / "models"
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# Make sure the folder exists
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output_dir.mkdir(exist_ok=True, parents=True)
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if with_layout:
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_log.info(f"Downloading layout model...")
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LayoutModel.download_models(
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local_dir=output_dir / LayoutModel._model_repo_folder,
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force=force,
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progress=progress,
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)
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if with_tableformer:
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_log.info(f"Downloading tableformer model...")
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TableStructureModel.download_models(
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local_dir=output_dir / TableStructureModel._model_repo_folder,
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force=force,
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progress=progress,
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)
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if with_picture_classifier:
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_log.info(f"Downloading picture classifier model...")
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DocumentPictureClassifier.download_models(
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local_dir=output_dir / DocumentPictureClassifier._model_repo_folder,
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force=force,
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progress=progress,
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)
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if with_code_formula:
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_log.info(f"Downloading code formula model...")
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CodeFormulaModel.download_models(
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local_dir=output_dir / CodeFormulaModel._model_repo_folder,
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force=force,
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progress=progress,
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)
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if with_easyocr:
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_log.info(f"Downloading easyocr models...")
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EasyOcrModel.download_models(
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local_dir=output_dir / EasyOcrModel._model_repo_folder,
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force=force,
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progress=progress,
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)
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return output_dir
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