mirror of
https://github.com/DS4SD/docling.git
synced 2025-12-08 20:58:11 +00:00
feat(experimental): Layout + VLM model with layout prompt (#2244)
* adding granite-docling preview Signed-off-by: Peter Staar <taa@zurich.ibm.com> * updated the model specs Signed-off-by: Peter Staar <taa@zurich.ibm.com> * Add Layout+VLM pipeline with prompt injection, ApiVlmModel updates Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update layout injection, move to experimental Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Adjust defaults Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Map Layout+VLM pipeline to GraniteDoclign Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Remove base_prompt from layout injection prompt Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Reinstate custom prompt Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * add demo_layout file that produces with vs without layout injection Signed-off-by: Peter El Hachem <peter.el.hachem@ibm.com> Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> * feat: wrap vlm_inference around process_images Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> * feat: carry input prompt + number of input tokens Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> * fix: adapt example to run on local test file Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> * fix: example now expects single document Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> * feat: add layout example to EXAMPLES_TO_SKIP Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> * feat: address comments on git Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> * feat: add inference wrapper for hf_transformers + carry input prompt Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> * Feat: add track_input_prompt to ApiVlmOptions, and track input prompt as part of api vlm Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> * fix: Ensure backward-compatible build_prompt by adding _internal_page ag Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * fix: Ensure backward-compatible build_prompt by adding _internal_page ag Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fixes for demo Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Typing fixes Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Restoring lost changes in vllm_model Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Restoring vlm_pipeline_api_model example 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> Signed-off-by: Peter El Hachem <peter.el.hachem@ibm.com> Signed-off-by: ElHachem02 <peterelhachem02@gmail.com> Co-authored-by: Peter Staar <taa@zurich.ibm.com> Co-authored-by: ElHachem02 <peterelhachem02@gmail.com>
This commit is contained in:
Christoph Auer
GitHub
390
.github/workflows/checks.yml
vendored
390
.github/workflows/checks.yml
vendored
@@ -20,7 +20,7 @@ env:
|
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tests/test_asr_pipeline.py
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tests/test_threaded_pipeline.py
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PYTEST_TO_SKIP: |-
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EXAMPLES_TO_SKIP: '^(batch_convert|compare_vlm_models|minimal|minimal_vlm_pipeline|minimal_asr_pipeline|export_multimodal|custom_convert|develop_picture_enrichment|rapidocr_with_custom_models|offline_convert|pictures_description|pictures_description_api|vlm_pipeline_api_model|granitedocling_repetition_stopping|mlx_whisper_example|gpu_standard_pipeline|gpu_vlm_pipeline)\.py$'
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EXAMPLES_TO_SKIP: '^(batch_convert|compare_vlm_models|minimal|minimal_vlm_pipeline|minimal_asr_pipeline|export_multimodal|custom_convert|develop_picture_enrichment|rapidocr_with_custom_models|offline_convert|pictures_description|pictures_description_api|vlm_pipeline_api_model|granitedocling_repetition_stopping|mlx_whisper_example|gpu_standard_pipeline|gpu_vlm_pipeline|demo_layout_vlm)\.py$'
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jobs:
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lint:
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@@ -28,7 +28,7 @@ jobs:
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strategy:
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fail-fast: false
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matrix:
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python-version: ['3.12']
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python-version: ["3.12"]
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steps:
|
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- uses: actions/checkout@v5
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@@ -58,240 +58,240 @@ jobs:
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uv run pre-commit run --all-files
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run-tests-1:
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runs-on: ubuntu-latest
|
||||
strategy:
|
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fail-fast: false
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matrix:
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python-version: ['3.9', '3.10', '3.11', '3.12', '3.13', '3.14']
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steps:
|
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- uses: actions/checkout@v5
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ["3.9", "3.10", "3.11", "3.12", "3.13", "3.14"]
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steps:
|
||||
- uses: actions/checkout@v5
|
||||
|
||||
- name: Grant permissions to APT cache directory # allows restore
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
- name: Grant permissions to APT cache directory # allows restore
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
|
||||
- name: Cache APT packages
|
||||
id: apt-cache
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||||
uses: actions/cache@v4
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||||
with:
|
||||
path: /var/cache/apt/archives
|
||||
key: apt-packages-${{ runner.os }}-${{ hashFiles('.github/workflows/checks.yml') }}
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||||
restore-keys: |
|
||||
apt-packages-${{ runner.os }}-
|
||||
- name: Cache APT packages
|
||||
id: apt-cache
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: /var/cache/apt/archives
|
||||
key: apt-packages-${{ runner.os }}-${{ hashFiles('.github/workflows/checks.yml') }}
|
||||
restore-keys: |
|
||||
apt-packages-${{ runner.os }}-
|
||||
|
||||
- name: Install System Dependencies
|
||||
run: |
|
||||
sudo apt-get -qq update
|
||||
sudo apt-get -qq install -y ffmpeg tesseract-ocr tesseract-ocr-eng tesseract-ocr-fra tesseract-ocr-deu tesseract-ocr-spa tesseract-ocr-script-latn libleptonica-dev libtesseract-dev libreoffice pkg-config
|
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- name: Install System Dependencies
|
||||
run: |
|
||||
sudo apt-get -qq update
|
||||
sudo apt-get -qq install -y ffmpeg tesseract-ocr tesseract-ocr-eng tesseract-ocr-fra tesseract-ocr-deu tesseract-ocr-spa tesseract-ocr-script-latn libleptonica-dev libtesseract-dev libreoffice pkg-config
|
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|
||||
- name: Set TESSDATA_PREFIX
|
||||
run: echo "TESSDATA_PREFIX=$(dpkg -L tesseract-ocr-eng | grep tessdata$)" >> "$GITHUB_ENV"
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- name: Set TESSDATA_PREFIX
|
||||
run: echo "TESSDATA_PREFIX=$(dpkg -L tesseract-ocr-eng | grep tessdata$)" >> "$GITHUB_ENV"
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||||
- name: Install uv and set the python version
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uses: astral-sh/setup-uv@v6
|
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install uv and set the python version
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uses: astral-sh/setup-uv@v6
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with:
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python-version: ${{ matrix.python-version }}
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||||
|
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- name: Install Python Dependencies
|
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run: uv sync --frozen --all-extras
|
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- name: Install Python Dependencies
|
||||
run: uv sync --frozen --all-extras
|
||||
|
||||
- name: Cache Models
|
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uses: actions/cache@v4
|
||||
with:
|
||||
path: |
|
||||
~/.cache/huggingface
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~/.cache/modelscope
|
||||
~/.EasyOCR/
|
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key: models-cache
|
||||
- name: Cache Models
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: |
|
||||
~/.cache/huggingface
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~/.cache/modelscope
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~/.EasyOCR/
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key: models-cache
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||||
|
||||
- name: Pre-download Models
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||||
run: uv run python -c "import easyocr; reader = easyocr.Reader(['en', 'fr', 'de', 'es'])"
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- name: Pre-download Models
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run: uv run python -c "import easyocr; reader = easyocr.Reader(['en', 'fr', 'de', 'es'])"
|
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|
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- name: Run tests for GROUP1
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run: |
|
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echo "--- Running tests ---"
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GROUP1=$(echo "$PYTEST_ML" | sed -e 's/^/--ignore=/' | tr '\n' ' ')
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echo "Running tests for GROUP1"
|
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uv run pytest -v --durations=0 --cov=docling --cov-report=xml --cov-context=test $GROUP1
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- name: Run tests for GROUP1
|
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run: |
|
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echo "--- Running tests ---"
|
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GROUP1=$(echo "$PYTEST_ML" | sed -e 's/^/--ignore=/' | tr '\n' ' ')
|
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echo "Running tests for GROUP1"
|
||||
uv run pytest -v --durations=0 --cov=docling --cov-report=xml --cov-context=test $GROUP1
|
||||
|
||||
- name: Upload coverage to Codecov
|
||||
if: inputs.push_coverage
|
||||
uses: codecov/codecov-action@v5
|
||||
with:
|
||||
token: ${{ secrets.CODECOV_TOKEN }}
|
||||
files: ./coverage.xml
|
||||
flags: run-tests-1
|
||||
- name: Upload coverage to Codecov
|
||||
if: inputs.push_coverage
|
||||
uses: codecov/codecov-action@v5
|
||||
with:
|
||||
token: ${{ secrets.CODECOV_TOKEN }}
|
||||
files: ./coverage.xml
|
||||
flags: run-tests-1
|
||||
|
||||
- name: Grant permissions to APT cache directory # allows backup
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
- name: Grant permissions to APT cache directory # allows backup
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
|
||||
run-tests-2:
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ['3.9', '3.10', '3.11', '3.12', '3.13', '3.14']
|
||||
steps:
|
||||
- uses: actions/checkout@v5
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ["3.9", "3.10", "3.11", "3.12", "3.13", "3.14"]
|
||||
steps:
|
||||
- uses: actions/checkout@v5
|
||||
|
||||
- name: Grant permissions to APT cache directory # allows restore
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
- name: Grant permissions to APT cache directory # allows restore
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
|
||||
- name: Cache APT packages
|
||||
id: apt-cache
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: /var/cache/apt/archives
|
||||
key: apt-packages-${{ runner.os }}-${{ hashFiles('.github/workflows/checks.yml') }}
|
||||
restore-keys: |
|
||||
apt-packages-${{ runner.os }}-
|
||||
- name: Cache APT packages
|
||||
id: apt-cache
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: /var/cache/apt/archives
|
||||
key: apt-packages-${{ runner.os }}-${{ hashFiles('.github/workflows/checks.yml') }}
|
||||
restore-keys: |
|
||||
apt-packages-${{ runner.os }}-
|
||||
|
||||
- name: Install System Dependencies
|
||||
run: |
|
||||
sudo apt-get -qq update
|
||||
sudo apt-get -qq install -y ffmpeg tesseract-ocr tesseract-ocr-eng tesseract-ocr-fra tesseract-ocr-deu tesseract-ocr-spa tesseract-ocr-script-latn libleptonica-dev libtesseract-dev libreoffice pkg-config
|
||||
- name: Install System Dependencies
|
||||
run: |
|
||||
sudo apt-get -qq update
|
||||
sudo apt-get -qq install -y ffmpeg tesseract-ocr tesseract-ocr-eng tesseract-ocr-fra tesseract-ocr-deu tesseract-ocr-spa tesseract-ocr-script-latn libleptonica-dev libtesseract-dev libreoffice pkg-config
|
||||
|
||||
- name: Set TESSDATA_PREFIX
|
||||
run: echo "TESSDATA_PREFIX=$(dpkg -L tesseract-ocr-eng | grep tessdata$)" >> "$GITHUB_ENV"
|
||||
- name: Set TESSDATA_PREFIX
|
||||
run: echo "TESSDATA_PREFIX=$(dpkg -L tesseract-ocr-eng | grep tessdata$)" >> "$GITHUB_ENV"
|
||||
|
||||
- name: Install uv and set the python version
|
||||
uses: astral-sh/setup-uv@v6
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
- name: Install uv and set the python version
|
||||
uses: astral-sh/setup-uv@v6
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
|
||||
- name: Install Python Dependencies
|
||||
run: uv sync --frozen --all-extras
|
||||
- name: Install Python Dependencies
|
||||
run: uv sync --frozen --all-extras
|
||||
|
||||
- name: Cache Models
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: |
|
||||
~/.cache/huggingface
|
||||
~/.cache/modelscope
|
||||
~/.EasyOCR/
|
||||
key: models-cache
|
||||
- name: Cache Models
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: |
|
||||
~/.cache/huggingface
|
||||
~/.cache/modelscope
|
||||
~/.EasyOCR/
|
||||
key: models-cache
|
||||
|
||||
- name: Pre-download Models
|
||||
run: uv run python -c "import easyocr; reader = easyocr.Reader(['en', 'fr', 'de', 'es'])"
|
||||
- name: Pre-download Models
|
||||
run: uv run python -c "import easyocr; reader = easyocr.Reader(['en', 'fr', 'de', 'es'])"
|
||||
|
||||
- name: Run tests for GROUP2
|
||||
run: |
|
||||
echo "--- Running tests ---"
|
||||
GROUP2=$(echo "$PYTEST_ML" | tr '\n' ' ')
|
||||
echo "Running tests for GROUP2"
|
||||
DESELECT_OPT=""
|
||||
if [ -n "$PYTEST_TO_SKIP" ]; then
|
||||
DESELECT_OPT="--deselect $PYTEST_TO_SKIP"
|
||||
fi
|
||||
echo "Running tests for GROUP2"
|
||||
uv run pytest -v --durations=0 --cov=docling --cov-report=xml --cov-context=test $GROUP2 $DESELECT_OPT
|
||||
- name: Run tests for GROUP2
|
||||
run: |
|
||||
echo "--- Running tests ---"
|
||||
GROUP2=$(echo "$PYTEST_ML" | tr '\n' ' ')
|
||||
echo "Running tests for GROUP2"
|
||||
DESELECT_OPT=""
|
||||
if [ -n "$PYTEST_TO_SKIP" ]; then
|
||||
DESELECT_OPT="--deselect $PYTEST_TO_SKIP"
|
||||
fi
|
||||
echo "Running tests for GROUP2"
|
||||
uv run pytest -v --durations=0 --cov=docling --cov-report=xml --cov-context=test $GROUP2 $DESELECT_OPT
|
||||
|
||||
- name: Upload coverage to Codecov
|
||||
if: inputs.push_coverage
|
||||
uses: codecov/codecov-action@v5
|
||||
with:
|
||||
token: ${{ secrets.CODECOV_TOKEN }}
|
||||
files: ./coverage.xml
|
||||
flags: run-tests-2
|
||||
- name: Upload coverage to Codecov
|
||||
if: inputs.push_coverage
|
||||
uses: codecov/codecov-action@v5
|
||||
with:
|
||||
token: ${{ secrets.CODECOV_TOKEN }}
|
||||
files: ./coverage.xml
|
||||
flags: run-tests-2
|
||||
|
||||
- name: Grant permissions to APT cache directory # allows backup
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
- name: Grant permissions to APT cache directory # allows backup
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
|
||||
run-examples:
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ['3.9', '3.10', '3.11', '3.12', '3.13', '3.14']
|
||||
steps:
|
||||
- uses: actions/checkout@v5
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ["3.9", "3.10", "3.11", "3.12", "3.13", "3.14"]
|
||||
steps:
|
||||
- uses: actions/checkout@v5
|
||||
|
||||
- name: Grant permissions to APT cache directory # allows restore
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
- name: Grant permissions to APT cache directory # allows restore
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
|
||||
- name: Cache APT packages
|
||||
id: apt-cache
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: /var/cache/apt/archives
|
||||
key: apt-packages-${{ runner.os }}-${{ hashFiles('.github/workflows/checks.yml') }}
|
||||
restore-keys: |
|
||||
apt-packages-${{ runner.os }}-
|
||||
- name: Cache APT packages
|
||||
id: apt-cache
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: /var/cache/apt/archives
|
||||
key: apt-packages-${{ runner.os }}-${{ hashFiles('.github/workflows/checks.yml') }}
|
||||
restore-keys: |
|
||||
apt-packages-${{ runner.os }}-
|
||||
|
||||
- name: Install System Dependencies
|
||||
run: |
|
||||
sudo apt-get -qq update
|
||||
sudo apt-get -qq install -y ffmpeg tesseract-ocr tesseract-ocr-eng tesseract-ocr-fra tesseract-ocr-deu tesseract-ocr-spa tesseract-ocr-script-latn libleptonica-dev libtesseract-dev libreoffice pkg-config
|
||||
- name: Install System Dependencies
|
||||
run: |
|
||||
sudo apt-get -qq update
|
||||
sudo apt-get -qq install -y ffmpeg tesseract-ocr tesseract-ocr-eng tesseract-ocr-fra tesseract-ocr-deu tesseract-ocr-spa tesseract-ocr-script-latn libleptonica-dev libtesseract-dev libreoffice pkg-config
|
||||
|
||||
- name: Set TESSDATA_PREFIX
|
||||
run: echo "TESSDATA_PREFIX=$(dpkg -L tesseract-ocr-eng | grep tessdata$)" >> "$GITHUB_ENV"
|
||||
- name: Set TESSDATA_PREFIX
|
||||
run: echo "TESSDATA_PREFIX=$(dpkg -L tesseract-ocr-eng | grep tessdata$)" >> "$GITHUB_ENV"
|
||||
|
||||
- name: Install uv and set the python version
|
||||
uses: astral-sh/setup-uv@v6
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
- name: Install uv and set the python version
|
||||
uses: astral-sh/setup-uv@v6
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
|
||||
- name: Install Python Dependencies
|
||||
run: uv sync --frozen --all-extras
|
||||
- name: Install Python Dependencies
|
||||
run: uv sync --frozen --all-extras
|
||||
|
||||
- name: Cache Models
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: |
|
||||
~/.cache/huggingface
|
||||
~/.cache/modelscope
|
||||
~/.EasyOCR/
|
||||
key: models-cache
|
||||
- name: Cache Models
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: |
|
||||
~/.cache/huggingface
|
||||
~/.cache/modelscope
|
||||
~/.EasyOCR/
|
||||
key: models-cache
|
||||
|
||||
- name: Free up disk space
|
||||
run: |
|
||||
df -h
|
||||
sudo rm -rf /usr/share/dotnet
|
||||
sudo rm -rf /usr/local/lib/android
|
||||
sudo rm -rf /opt/ghc
|
||||
sudo apt-get clean
|
||||
df -h
|
||||
- name: Free up disk space
|
||||
run: |
|
||||
df -h
|
||||
sudo rm -rf /usr/share/dotnet
|
||||
sudo rm -rf /usr/local/lib/android
|
||||
sudo rm -rf /opt/ghc
|
||||
sudo apt-get clean
|
||||
df -h
|
||||
|
||||
- name: Run examples
|
||||
run: |
|
||||
echo "--- Creating output directory ---"
|
||||
mkdir -p scratch
|
||||
|
||||
echo "--- Running examples ---"
|
||||
|
||||
summary_file="runtime_summary.log"
|
||||
echo "--- Example Runtimes ---" > "$summary_file"
|
||||
|
||||
for file in docs/examples/*.py; do
|
||||
if [[ "$(basename "$file")" =~ ${EXAMPLES_TO_SKIP} ]]; then
|
||||
echo "Skipping example: $(basename "$file")"
|
||||
else
|
||||
echo "--- Running example $(basename "$file") ---"
|
||||
|
||||
start_time=$SECONDS
|
||||
- name: Run examples
|
||||
run: |
|
||||
echo "--- Creating output directory ---"
|
||||
mkdir -p scratch
|
||||
|
||||
uv run --no-sync python "$file" || exit 1
|
||||
duration=$((SECONDS - start_time))
|
||||
echo "Finished in ${duration}s."
|
||||
|
||||
echo "$(basename "$file"): ${duration}s" >> "$summary_file"
|
||||
fi
|
||||
done
|
||||
|
||||
echo
|
||||
echo "==================================="
|
||||
echo " Final Runtime Summary "
|
||||
echo "==================================="
|
||||
cat "$summary_file"
|
||||
echo "==================================="
|
||||
echo "--- Running examples ---"
|
||||
|
||||
- name: Grant permissions to APT cache directory # allows backup
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
summary_file="runtime_summary.log"
|
||||
echo "--- Example Runtimes ---" > "$summary_file"
|
||||
|
||||
for file in docs/examples/*.py; do
|
||||
if [[ "$(basename "$file")" =~ ${EXAMPLES_TO_SKIP} ]]; then
|
||||
echo "Skipping example: $(basename "$file")"
|
||||
else
|
||||
echo "--- Running example $(basename "$file") ---"
|
||||
|
||||
start_time=$SECONDS
|
||||
|
||||
uv run --no-sync python "$file" || exit 1
|
||||
duration=$((SECONDS - start_time))
|
||||
echo "Finished in ${duration}s."
|
||||
|
||||
echo "$(basename "$file"): ${duration}s" >> "$summary_file"
|
||||
fi
|
||||
done
|
||||
|
||||
echo
|
||||
echo "==================================="
|
||||
echo " Final Runtime Summary "
|
||||
echo "==================================="
|
||||
cat "$summary_file"
|
||||
echo "==================================="
|
||||
|
||||
- name: Grant permissions to APT cache directory # allows backup
|
||||
run: sudo chown -R $USER:$USER /var/cache/apt/archives
|
||||
|
||||
build-package:
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
matrix:
|
||||
python-version: ['3.12']
|
||||
python-version: ["3.12"]
|
||||
steps:
|
||||
- uses: actions/checkout@v5
|
||||
|
||||
@@ -322,7 +322,7 @@ jobs:
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
matrix:
|
||||
python-version: ['3.12']
|
||||
python-version: ["3.12"]
|
||||
steps:
|
||||
- name: Download all the dists
|
||||
uses: actions/download-artifact@v4
|
||||
|
||||
Reference in New Issue
Block a user