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pycaret #5775

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pycaret

pycaret #5775

Workflow file for this run

.github/workflows/test.yml at 885ebb8
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@v3
- name: Run black
uses: psf/black@stable
with:
src: pycaret tests
version: 22.12.0
- name: Check imports
uses: jamescurtin/isort-action@master
with:
sort-paths: pycaret tests
isort-version: 5.11.4
- name: Run flake8
uses: py-actions/flake8@v2
with:
path: pycaret tests
flake8-version: 6.0.0
# JOBS MUST START WITH test !!!!
test_notebooks:
runs-on: ubuntu-latest
name: Test notebooks
steps:
- name: Check out source repository
uses: actions/checkout@v3
- name: Set up Python environment
uses: actions/setup-python@v4
with:
python-version: "3.11"
- name: Install dependencies
run: |
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
pip install ".[full]"
python -m ipykernel install --user --name cikernel
- name: Python version and dependency list
run: |
echo "Python version expected: 3.11"
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' ]
defaults:
run:
shell: bash
name: Python ${{ matrix.python-version }} on OS ${{ matrix.os }}
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v3
with:
python-version: ${{ matrix.python-version }}
- 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 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
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"]
name: Test plotting
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- 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 -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
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"]
name: Test random tuning
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- 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 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
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"]
name: Test grid tuning
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- 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 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
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"]
name: Benchmark tests
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- 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 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
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"