pycaret #295
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name: pycaret | |
on: | |
push: | |
branches: | |
- master | |
pull_request: | |
branches: | |
- master | |
schedule: | |
- cron: "0 5 * * *" | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref }} | |
cancel-in-progress: true | |
jobs: | |
code_quality: | |
runs-on: ubuntu-latest | |
name: Code quality checks | |
steps: | |
- name: Check out source repository | |
uses: actions/checkout@v4 | |
- name: Run black | |
uses: psf/black@stable | |
with: | |
src: pycaret tests | |
version: 24.8.0 | |
- name: Check imports | |
uses: jamescurtin/isort-action@master | |
with: | |
sort-paths: pycaret tests | |
isort-version: 5.13.2 | |
- name: Run flake8 | |
uses: py-actions/flake8@v2 | |
with: | |
path: pycaret tests | |
flake8-version: 7.1.1 | |
# JOBS MUST START WITH test !!!! | |
test_notebooks: | |
runs-on: ubuntu-latest | |
name: Test notebooks | |
steps: | |
- name: Check out source repository | |
uses: actions/checkout@v4 | |
- name: Set up Python environment | |
uses: actions/setup-python@v5 | |
with: | |
python-version: "3.12" | |
cache: 'pip' # caching pip dependencies | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
python -m pip install uv | |
python -m uv pip install -U pytest pytest-xdist nbmake | |
# https://github.com/yaml/pyyaml/issues/736 | |
echo 'Cython < 3.0' > /tmp/constraint.txt | |
PIP_CONSTRAINT=/tmp/constraint.txt pip wheel PyYAML==5.4.1 | |
python -m uv pip install ".[full]" | |
python -m ipykernel install --user --name cikernel | |
- name: Python version and dependency list | |
run: | | |
echo "Python version expected: 3.12" | |
python --version | |
which python | |
pip list | |
- name: Run notebooks | |
run: pytest --nbmake --nbmake-kernel=cikernel -n=auto --nbmake-timeout=3000 --ignore=./tutorials/translations ./tutorials/ | |
test: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ 'ubuntu-latest', 'windows-latest' ] | |
python-version: [ '3.9', '3.10', '3.11', '3.12' ] | |
defaults: | |
run: | |
shell: bash | |
name: Python ${{ matrix.python-version }} on OS ${{ matrix.os }} | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v5 | |
with: | |
python-version: ${{ matrix.python-version }} | |
cache: 'pip' # caching pip dependencies | |
- name: Install dependencies | |
# SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL required due to | |
# pyLDAvis 3.3.1 having an "sklearn" dependency | |
run: | | |
export SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL=True | |
python -m pip install -U pip | |
python -m pip install -U uv | |
python -m uv pip install -U pytest numpy | |
# https://github.com/yaml/pyyaml/issues/736 | |
echo 'Cython < 3.0' > /tmp/constraint.txt | |
PIP_CONSTRAINT=/tmp/constraint.txt pip wheel PyYAML==5.4.1 | |
python -m uv pip install ".[full, test]" | |
if [ -f requirements-prophet.txt ]; then pip install -r requirements-prophet.txt; fi | |
- name: Python version and dependency list | |
run: | | |
echo "Python version expected: ${{ matrix.python-version }}" | |
python --version | |
which python | |
pip list | |
- name: Test with pytest | |
run: pytest --durations=0 -m "not (benchmark or plotting or tuning_random or tuning_grid)" | |
test_plots: | |
runs-on: ubuntu-latest | |
strategy: | |
fail-fast: false | |
matrix: | |
python-version: ["3.10", "3.11", "3.12"] | |
name: Test plotting | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v5 | |
with: | |
python-version: ${{ matrix.python-version }} | |
cache: 'pip' # caching pip dependencies | |
- name: Install dependencies | |
# SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL required due to | |
# pyLDAvis 3.3.1 having an "sklearn" dependency | |
run: | | |
export SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL=True | |
python -m pip install --upgrade pip | |
python -m pip install uv | |
python -m uv pip install -U pytest numpy | |
# https://github.com/yaml/pyyaml/issues/736 | |
echo 'Cython < 3.0' > /tmp/constraint.txt | |
PIP_CONSTRAINT=/tmp/constraint.txt pip wheel PyYAML==5.4.1 | |
python -m uv pip install ".[full, test]" | |
- name: Python version and dependency list | |
run: | | |
echo "Python version expected: ${{ matrix.python-version }}" | |
python --version | |
which python | |
pip list | |
- name: Test with pytest | |
run: pytest --durations=0 -m "plotting" | |
test_ts_tune_random: | |
runs-on: ubuntu-latest | |
strategy: | |
fail-fast: false | |
matrix: | |
python-version: ["3.10", "3.11", "3.12"] | |
name: Test random tuning | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v4 | |
with: | |
python-version: ${{ matrix.python-version }} | |
cache: 'pip' # caching pip dependencies | |
- name: Install dependencies | |
# SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL required due to | |
# pyLDAvis 3.3.1 having an "sklearn" dependency | |
run: | | |
export SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL=True | |
python -m pip install -U pip | |
python -m pip install -U uv | |
python -m uv pip install -U pytest numpy | |
# https://github.com/yaml/pyyaml/issues/736 | |
echo 'Cython < 3.0' > /tmp/constraint.txt | |
PIP_CONSTRAINT=/tmp/constraint.txt pip wheel PyYAML==5.4.1 | |
python -m uv pip install ".[full, test]" | |
if [ -f requirements-prophet.txt ]; then pip install -r requirements-prophet.txt; fi | |
- name: Python version and dependency list | |
run: | | |
echo "Python version expected: ${{ matrix.python-version }}" | |
python --version | |
which python | |
pip list | |
- name: Test with pytest | |
run: pytest --durations=0 -m "tuning_random" | |
test_ts_tune_grid: | |
runs-on: ubuntu-latest | |
strategy: | |
fail-fast: false | |
matrix: | |
python-version: ["3.10", "3.11", "3.12"] | |
name: Test grid tuning | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v5 | |
with: | |
python-version: ${{ matrix.python-version }} | |
cache: 'pip' # caching pip dependencies | |
- name: Install dependencies | |
# SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL required due to | |
# pyLDAvis 3.3.1 having an "sklearn" dependency | |
run: | | |
export SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL=True | |
python -m pip install -U pip | |
python -m pip install -U uv | |
python -m uv pip install -U pytest numpy | |
# https://github.com/yaml/pyyaml/issues/736 | |
echo 'Cython < 3.0' > /tmp/constraint.txt | |
PIP_CONSTRAINT=/tmp/constraint.txt pip wheel PyYAML==5.4.1 | |
python -m uv pip install ".[full, test]" | |
if [ -f requirements-prophet.txt ]; then pip install -r requirements-prophet.txt; fi | |
- name: Python version and dependency list | |
run: | | |
echo "Python version expected: ${{ matrix.python-version }}" | |
python --version | |
which python | |
pip list | |
- name: Test with pytest | |
run: pytest --durations=0 -m "tuning_grid" | |
test_benchmarks: | |
runs-on: ubuntu-latest | |
strategy: | |
fail-fast: false | |
matrix: | |
python-version: ["3.10", "3.11", "3.12"] | |
name: Benchmark tests | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v5 | |
with: | |
python-version: ${{ matrix.python-version }} | |
cache: 'pip' # caching pip dependencies | |
- name: Install dependencies | |
# SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL required due to | |
# pyLDAvis 3.3.1 having an "sklearn" dependency | |
run: | | |
export SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL=True | |
python -m pip install -U pip | |
python -m pip install -U uv | |
python -m uv pip install -U pytest numpy | |
# https://github.com/yaml/pyyaml/issues/736 | |
echo 'Cython < 3.0' > /tmp/constraint.txt | |
PIP_CONSTRAINT=/tmp/constraint.txt pip wheel PyYAML==5.4.1 | |
python -m uv pip install ".[full, test]" | |
if [ -f requirements-prophet.txt ]; then pip install -r requirements-prophet.txt; fi | |
- name: Python version and dependency list | |
run: | | |
echo "Python version expected: ${{ matrix.python-version }}" | |
python --version | |
which python | |
pip list | |
- name: Run benchmarks | |
run: pytest --durations=0 -m "benchmark" |