* refactor: upgrade BeautifulSoup4 with type hints
Upgrade dependency library BeautifulSoup4 to 4.13.3 (with type hints).
Refactor backends using BeautifulSoup4 to comply with type hints.
Apply style simplifications and improvements for consistency.
Remove variables and functions that are never used.
Remove code duplication between backends for parsing HTML tables.
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* build: allow beautifulsoup4 version 4.12.3
Allow older version of beautifulsoup4 and ensure compatibility.
Update library dependencies.
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
---------
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* Testing fix for docling-core dt
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
* fix: Fix code_formula test unit, update test-cases
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* fix: Fix code-formula model for new docling-core
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* fix: Update fixes
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update test cases for office formats
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update deps and lockfile
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Clean up imports
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
* feat: Pass predicted page-headers and page-footers through to DoclingDocument furniture
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* chore: Update all test GT
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* fix: update all test cases
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* fix: update all test cases again
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update lock
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update lock to final docling-core
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
fix: Support for RTL programmatic documents
fix(parser): detect and handle rotated pages
fix(parser): fix bug causing duplicated text
fix(formula): improve stopping criteria
chore: update lock file
fix: temporary constrain beautifulsoup
* switch to code formula model v1.0.1 and new test pdf
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* switch to code formula model v1.0.1 and new test pdf
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* cleaned up the data folder in the tests
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* switch to code formula model v1.0.1 and new test pdf
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* added three test-files for right-to-left
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fix black
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* added new gt for test_e2e_conversion
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* added new gt for test_e2e_conversion
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* Add code to expose text direction of cell
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* new test file
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* update lock
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* fix mypy reports
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* fix example filepaths
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* add test data results
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* pin wheel of latest docling-parse release
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* use latest docling-core
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* remove debugging code
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* fix path to files in example
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* Revert unwanted RTL additions
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fix test data paths in examples
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
Co-authored-by: Peter Staar <taa@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
* test: update results with new docling-core
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* update all deps in the lock
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* fix table in test results
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* fix version for python3.13
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* latest poetry version in CI
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* activate py3.13 in CI
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* update docs about python 3.13
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* test with rapidocr only on python <3.13
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
---------
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* chore: Update lockfile with docling-parse git branch
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update lockfile again
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Final docling-parse pinning
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* 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>
* 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>
* Rollback changes from main
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update test gt
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Remove unused debug settings
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Review fixes
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Nail the accelerator defaults for MPS
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: Christoph Auer <cau@zurich.ibm.com>
Co-authored-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
* Move to_docling_document from ds-glm to this repo
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Upgrade to ds-glm 1.0 and docling-parse 3.0
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update lock
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fix DP2 backend code, change CLI default backend
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* updated README
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* removed duck in title
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the index.md
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the cli to export html
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added html to cli
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reformatted the code
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* removed the duck emoji, added the in the cli. Currently, the referenced seems broken
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* cleaning up the comments
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reference is now working
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* Clean up styling and docs
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Pin docling-core>=2.7.1
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
* adding rapidocr engine for ocr in docling
Signed-off-by: swayam-singhal <swayam.singhal@inito.com>
* fixing styling format
Signed-off-by: Swaymaw <swaymaw@gmail.com>
* updating pyproject.toml and poetry.lock to fix ci bugs
Signed-off-by: Swaymaw <swaymaw@gmail.com>
* help poetry pinning for python3.9
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* simplifying rapidocr options so that device can be changed using a single option for all models
Signed-off-by: Swaymaw <swaymaw@gmail.com>
* fix styling issues and small bug in rapidOcrOptions
Signed-off-by: Swaymaw <swaymaw@gmail.com>
* use default device until we enable global management
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
---------
Signed-off-by: swayam-singhal <swayam.singhal@inito.com>
Signed-off-by: Swaymaw <swaymaw@gmail.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: swayam-singhal <swayam.singhal@inito.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
* Update tests for docling-core 2.5.0
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add export with referenced images to export_figures example
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fix OCR tests
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Revert "Fix OCR tests"
This reverts commit 12b575946f51950fcacece99d4d6eb682125d779.
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update lockfile for docling-core 2.5.1
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* fixes for referencing drawing blip in wordx
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
* Added safety try-except when trying to load pillow image from a docx blob. Added explicit dependency on lxml.
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
* Added test for word file with embedded emf images, re-generated full tests for docx, eased up dependency on lxml
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
* Updated lxml dependency version
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
---------
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
* feat: add support for `ocrmac` OCR engine on macOS
- Integrates `ocrmac` as an OCR engine option for macOS users.
- Adds configuration options and dependencies for `ocrmac`.
- Updates documentation to reflect new engine support.
This change allows macOS users to utilize `ocrmac` for improved OCR performance and compatibility.
Signed-off-by: Suhwan Seo <nuridol@gmail.com>
* updated the poetry lock
Signed-off-by: Suhwan Seo <nuridol@gmail.com>
* Fix linting issues, update CLI docs, and add error for ocrmac use on non-Mac systems
- Resolved formatting and linting issues
- Updated `--ocr-engine` CLI option documentation for `ocrmac`
- Added RuntimeError for attempts to use `ocrmac` on non-Mac platforms
Signed-off-by: Suhwan Seo <nuridol@gmail.com>
* feat: add support for `ocrmac` OCR engine on macOS
- Integrates `ocrmac` as an OCR engine option for macOS users.
- Adds configuration options and dependencies for `ocrmac`.
- Updates documentation to reflect new engine support.
This change allows macOS users to utilize `ocrmac` for improved OCR performance and compatibility.
Signed-off-by: Suhwan Seo <nuridol@gmail.com>
* docs: update examples and installation for ocrmac support
- Added `OcrMacOptions` to `custom_convert.py` and `full_page_ocr.py` examples.
- Included usage comments and examples for `OcrMacOptions` in OCR pipelines.
- Updated installation guide to include instructions for installing `ocrmac`, noting macOS version requirements (10.15+).
- Highlighted that `ocrmac` leverages Apple's Vision framework as an OCR backend.
This enhances documentation for users working on macOS to leverage `ocrmac` effectively.
Signed-off-by: Suhwan Seo <nuridol@gmail.com>
* fix: update `ocrmac` dependency with macOS-specific marker
- Added `sys_platform == 'darwin'` marker to the `ocrmac` dependency in `pyproject.toml` to specify macOS compatibility.
- Updated the content hash in `poetry.lock` to reflect the changes.
This ensures the `ocrmac` dependency is only installed on macOS systems.
Signed-off-by: Suhwan Seo <nuridol@gmail.com>
---------
Signed-off-by: Suhwan Seo <nuridol@gmail.com>
Co-authored-by: Suhwan Seo <nuridol@gmail.com>
* feat: added excel backend
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* first msexcel backend
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added tooling for the cli
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* first working version for excel parsing of tables
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added proper typing for mypy
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added proper typing for mypy
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* refactor EXCEL to XLSX
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added the unit tests
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* ran poetry lock
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* adding images to output [WIP]
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reformatted the code
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the mypy
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the msexcel
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the msexcel (2)
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the mypy
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added tests for merged cells in excel
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reformatted the code
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* add real e2e tests for html and docx
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the output of itxt
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reformatted the text
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the tests
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the tests (2)
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the examples (1)
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the output of the test
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the tests, moved the ground-truth
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* moved the ground-truth data
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the html tests
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* restructure title fix (#187)
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
---------
Signed-off-by: Peter Staar <taa@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>
