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#6 Implement metric pipeline to analyze model performance (#32) #218

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#6 Implement metric pipeline to analyze model performance (#32)

#6 Implement metric pipeline to analyze model performance (#32) #218

Workflow file for this run

.github/workflows/lint_and_test.yml at 9004185
# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
name: Python package
on:
push:
branches: ["main"]
pull_request:
branches: ["main"]
jobs:
linter:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: ["3.8"]
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v3
with:
python-version: ${{ matrix.python-version }}
cache: "pip"
- name: Install dependencies
run: |
sudo apt-get install libsndfile1
python -m pip install --upgrade pip
pip install -r requirements.txt
pip install -r requirements-dev.txt
- name: Lint with flake8
run: |
# stop the build if there are Python syntax errors or undefined names
flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
- name: isort
run: isort --check --diff .
- name: black
run: black --check --diff .
mypy:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: ["3.8"]
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v3
with:
python-version: ${{ matrix.python-version }}
cache: "pip"
- name: Install dependencies
run: |
sudo apt-get install libsndfile1
python -m pip install --upgrade pip
pip install -r requirements.txt
pip install -r requirements-dev.txt
- name: mypy
run: mypy --install-types --non-interactive ./ --cache-dir=.mypy_cache/
unit_test:
runs-on: ubuntu-latest
timeout-minutes: 20
strategy:
fail-fast: false
matrix:
python-version: ["3.8"]
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v3
with:
python-version: ${{ matrix.python-version }}
cache: "pip"
- name: Install dependencies
run: |
sudo apt-get install libsndfile1
pip install -r requirements.txt
pip install -r requirements-dev.txt
- name: pytest_unit
run: pytest -s -v tests/unit_tests/
integration_test:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: ["3.8"]
timeout-minutes: 40
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v3
with:
python-version: ${{ matrix.python-version }}
cache: "pip"
- name: Install dependencies
run: |
sudo apt-get install libsndfile1
python -m pip install --upgrade pip
pip install -r requirements.txt
pip install -r requirements-dev.txt
- name: Free Disk Space (Ubuntu)
uses: jlumbroso/free-disk-space@main
with:
# this might remove tools that are actually needed,
# if set to "true" but frees about 6 GB
tool-cache: false
# all of these default to true, but feel free to set to
# "false" if necessary for your workflow
android: true
dotnet: true
haskell: true
large-packages: true
docker-images: true
- name: pytest_integration
run: pytest -s -v tests/integration_tests/ --ignore-glob='*sonar*.py'