d6df76f90b
* Support tableformer model choice Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update datamodel structure Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update docs Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Cleanup Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Add test unit for table options Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Ensure import backwards-compatibility for PipelineOptions Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update README Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Adjust parameters on custom_convert Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com> * Update Dockerfile Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com> --------- Signed-off-by: Christoph Auer <cau@zurich.ibm.com> Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
40 lines
1.5 KiB
Python
40 lines
1.5 KiB
Python
from pathlib import Path
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from docling.datamodel.pipeline_options import PipelineOptions
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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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from docling.pipeline.base_model_pipeline import BaseModelPipeline
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class StandardModelPipeline(BaseModelPipeline):
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_layout_model_path = "model_artifacts/layout/beehive_v0.0.5"
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_table_model_path = "model_artifacts/tableformer"
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def __init__(self, artifacts_path: Path, pipeline_options: PipelineOptions):
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super().__init__(artifacts_path, pipeline_options)
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self.model_pipe = [
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EasyOcrModel(
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config={
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"lang": ["fr", "de", "es", "en"],
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"enabled": pipeline_options.do_ocr,
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}
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),
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LayoutModel(
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config={
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"artifacts_path": artifacts_path
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/ StandardModelPipeline._layout_model_path
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}
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),
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TableStructureModel(
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config={
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"artifacts_path": artifacts_path
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/ StandardModelPipeline._table_model_path,
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"enabled": pipeline_options.do_table_structure,
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"mode": pipeline_options.table_structure_options.mode,
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"do_cell_matching": pipeline_options.table_structure_options.do_cell_matching,
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}
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),
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]
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