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Added serialization and plotting to tests #31

Added serialization and plotting to tests

Added serialization and plotting to tests #31

Workflow file for this run

name: tests + mypy
on:
push:
branches: [ "major_update_6", "master" ]
pull_request:
branches: [ "master" ]
permissions:
contents: read
jobs:
build:
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ["3.9", "3.10", "3.11"]
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install pytest mypy codecov pytest-cov pandas
pip install plotnine matplotlib scipy scikit-learn
pip install lightgbm pyarrow black isort dill
- name: MyPy Checks
run: mypy miceforest --ignore-missing-imports
- name: Black Formatting - Package
run: black miceforest --check
- name: Black Formatting - Tests
run: black tests --check
- name: Isort Checks
run: isort miceforest --diff
- name: Pytest
run: pytest --cov=miceforest --cov-report html
- name: Upload coverage reports to Codecov
run: |
curl -Os https://cli.codecov.io/latest/linux/codecov
chmod +x codecov
./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n 'service'-${{ github.run_id }} -F service -f coverage-service.xml