57fc28d3d8
5 Commits
| Author | SHA1 | Message | Date | |
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Michele Dolfi
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57fc28d3d8
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refactor: allow the usage of backends in the enrich models and generalize the interface (#742)
* fix get image with cropbox Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * allow the usage of backends in the enrich models and generalize the interface Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * move logic in BaseTextImageEnrichmentModel Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * renaming Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> --------- Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> |
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Christoph Auer
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60dc852f16
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feat: Updated Layout processing with forms and key-value areas (#530)
* Upgraded Layout Postprocessing, sending old code back to ERZ Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Implement hierachical cluster layout processing Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Pass nested cluster processing through full pipeline Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Pass nested clusters through GLM as payload Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Move to_docling_document from ds-glm to this repo Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Clean up imports again Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * feat(Accelerator): Introduce options to control the num_threads and device from API, envvars, CLI. - Introduce the AcceleratorOptions, AcceleratorDevice and use them to set the device where the models run. - Introduce the accelerator_utils with function to decide the device and resolve the AUTO setting. - Refactor the way how the docling-ibm-models are called to match the new init signature of models. - Translate the accelerator options to the specific inputs for third-party models. - Extend the docling CLI with parameters to set the num_threads and device. - Add new unit tests. - Write new example how to use the accelerator options. * fix: Improve the pydantic objects in the pipeline_options and imports. Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com> * fix: TableStructureModel: Refactor the artifacts path to use the new structure for fast/accurate model Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com> * Updated test ground-truth Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Updated test ground-truth (again), bugfix for empty layout Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * fix: Do proper check to set the device in EasyOCR, RapidOCR. Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com> * fix: Correct the way to set GPU for EasyOCR, RapidOCR Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com> * fix: Ocr AccleratorDevice Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com> * Merge pull request #556 from DS4SD/cau/layout-processing-improvement feat: layout processing improvements and bugfixes * Update lockfile Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update tests Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update HF model ref, reset test generate Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Repin to release package versions Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Many layout processing improvements, add document index type Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update pinnings to docling-core Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update test GT Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fix table box snapping Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fixes for cluster pre-ordering Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Introduce OCR confidence, propagate to orphan in post-processing Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fix form and key value area groups Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Adjust confidence in EasyOcr Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Roll back CLI changes from main Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update test GT Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update docling-core pinning Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Annoying fixes for historical python versions Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Updated test GT for legacy Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Comment cleanup Signed-off-by: Christoph Auer <cau@zurich.ibm.com> --------- Signed-off-by: Christoph Auer <cau@zurich.ibm.com> Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com> Co-authored-by: Nikos Livathinos <nli@zurich.ibm.com> |
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Abhishek Kumar
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3da166eafa
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feat: Add timeout limit to document parsing job. DS4SD#270 (#552)
Signed-off-by: Abhishek Kumar <abhishekrocketeer@gmail.com> Testing: (.venv) mario@Abhisheks-MacBook-Air docling % docling https://arxiv.org/pdf/2206.01062 --document-timeout=10 --verbose INFO:docling.document_converter:Going to convert document batch... INFO:docling.pipeline.base_pipeline:Processing document 2206.01062v1.pdf WARNING:docling.pipeline.base_pipeline:Document processing time (24.555 seconds) exceeded the specified timeout of 10.000 seconds INFO:docling.document_converter:Finished converting document 2206.01062v1.pdf in 36.29 sec. WARNING:docling.cli.main:Document /var/folders/d7/dsfkllxs0xs8x2t4fcjknj4c0000gn/T/tmpl6p08u5i/2206.01062v1.pdf failed to convert. INFO:docling.cli.main:Processed 1 docs, of which 1 failed INFO:docling.cli.main:All documents were converted in 36.29 seconds. (.venv) mario@Abhisheks-MacBook-Air docling % docling https://arxiv.org/pdf/2206.01062 --document-timeout=100 --verbose INFO:docling.document_converter:Going to convert document batch... INFO:docling.pipeline.base_pipeline:Processing document 2206.01062v1.pdf INFO:docling.document_converter:Finished converting document 2206.01062v1.pdf in 58.36 sec. INFO:docling.cli.main:writing Markdown output to 2206.01062v1.md INFO:docling.cli.main:Processed 1 docs, of which 0 failed INFO:docling.cli.main:All documents were converted in 58.56 seconds. (.venv) mario@Abhisheks-MacBook-Air docling % docling https://arxiv.org/pdf/2206.01062 --verbose INFO:docling.document_converter:Going to convert document batch... INFO:docling.pipeline.base_pipeline:Processing document 2206.01062v1.pdf INFO:docling.document_converter:Finished converting document 2206.01062v1.pdf in 59.82 sec. INFO:docling.cli.main:writing Markdown output to 2206.01062v1.md INFO:docling.cli.main:Processed 1 docs, of which 0 failed INFO:docling.cli.main:All documents were converted in 59.88 seconds. (.venv) mario@Abhisheks-MacBook-Air docling % docling Usage: docling [OPTIONS] source ╭─ Arguments ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ │ * input_sources source PDF files to convert. Can be local file / directory paths or URL. [default: None] [required] │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯ ╭─ Options ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ │ --from [docx|pptx|html|image|pdf|asciido Specify input formats to convert │ │ c|md|xlsx] from. Defaults to all formats. │ │ [default: None] │ │ --to [md|json|html|text|doctags] Specify output formats. Defaults to │ │ Markdown. │ │ [default: None] │ │ --image-export-mode [placeholder|embedded|referenced] Image export mode for the document │ │ (only in case of JSON, Markdown or │ │ HTML). With `placeholder`, only the │ │ position of the image is marked in │ │ the output. In `embedded` mode, the │ │ image is embedded as base64 encoded │ │ string. In `referenced` mode, the │ │ image is exported in PNG format and │ │ referenced from the main exported │ │ document. │ │ [default: embedded] │ │ --ocr --no-ocr If enabled, the bitmap content will │ │ be processed using OCR. │ │ [default: ocr] │ │ --force-ocr --no-force-ocr Replace any existing text with OCR │ │ generated text over the full │ │ content. │ │ [default: no-force-ocr] │ │ --ocr-engine [easyocr|tesseract_cli|tesseract| The OCR engine to use. │ │ ocrmac|rapidocr] [default: easyocr] │ │ --ocr-lang TEXT Provide a comma-separated list of │ │ languages used by the OCR engine. │ │ Note that each OCR engine has │ │ different values for the language │ │ names. │ │ [default: None] │ │ --pdf-backend [pypdfium2|dlparse_v1|dlparse_v2] The PDF backend to use. │ │ [default: dlparse_v2] │ │ --table-mode [fast|accurate] The mode to use in the table │ │ structure model. │ │ [default: fast] │ │ --artifacts-path PATH If provided, the location of the │ │ model artifacts. │ │ [default: None] │ │ --abort-on-error --no-abort-on-error If enabled, the bitmap content will │ │ be processed using OCR. │ │ [default: no-abort-on-error] │ │ --output PATH Output directory where results are │ │ saved. │ │ [default: .] │ │ --verbose -v INTEGER Set the verbosity level. -v for │ │ info logging, -vv for debug │ │ logging. │ │ [default: 0] │ │ --debug-visualize-cells --no-debug-visualize-cells Enable debug output which │ │ visualizes the PDF cells │ │ [default: no-debug-visualize-cells] │ │ --debug-visualize-ocr --no-debug-visualize-ocr Enable debug output which │ │ visualizes the OCR cells │ │ [default: no-debug-visualize-ocr] │ │ --debug-visualize-layout --no-debug-visualize-layout Enable debug output which │ │ visualizes the layour clusters │ │ [default: │ │ no-debug-visualize-layout] │ │ --debug-visualize-tables --no-debug-visualize-tables Enable debug output which │ │ visualizes the table cells │ │ [default: │ │ no-debug-visualize-tables] │ │ --version Show version information. │ │ --document-timeout FLOAT The timeout for processing each │ │ document, in seconds. │ │ [default: None] │ │ --help Show this message and exit. │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯ |
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Christoph Auer
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2a2c65bf4f
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feat: Add pipeline timings and toggle visualization, establish debug settings (#183)
* Add settings to turn visualization on or off Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Add profiling code to all models Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Refactor and fix profiling codes Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Visualization codes output PNG to debug dir Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fixes for time logging Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Optimize imports Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update lockfile Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Add start_timestamps to ProfilingItem Signed-off-by: Christoph Auer <cau@zurich.ibm.com> --------- Signed-off-by: Christoph Auer <cau@zurich.ibm.com> |
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Christoph Auer
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7d3be0edeb
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feat!: Docling v2 (#117)
--------- Signed-off-by: Christoph Auer <cau@zurich.ibm.com> Signed-off-by: Maxim Lysak <mly@zurich.ibm.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> Co-authored-by: Maxim Lysak <mly@zurich.ibm.com> Co-authored-by: Michele Dolfi <dol@zurich.ibm.com> Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> |