Fix missing import for load_numpy_array_data in MLflow section #1
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name: Network Security CI/CD | |
on: | |
push: | |
branches: [ main, master ] | |
pull_request: | |
branches: [ main, master ] | |
jobs: | |
test: | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python 3.9 | |
uses: actions/setup-python@v2 | |
with: | |
python-version: 3.9 | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
pip install -r requirements.txt | |
pip install -e . | |
- name: Run tests | |
run: | | |
pytest --cov=networksecurity | |
- name: Upload coverage report | |
uses: codecov/codecov-action@v1 | |
dvc-tracking: | |
runs-on: ubuntu-latest | |
needs: test | |
if: github.event_name == 'push' | |
steps: | |
- uses: actions/checkout@v2 | |
with: | |
fetch-depth: 0 | |
- name: Set up Python 3.9 | |
uses: actions/setup-python@v2 | |
with: | |
python-version: 3.9 | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
pip install -r requirements.txt | |
pip install -e . | |
- name: Setup DVC | |
uses: iterative/setup-dvc@v1 | |
- name: Configure DAGsHub credentials | |
run: | | |
echo "machine dagshub.com login austinLorenzMccoy password ${{ secrets.DAGSHUB_TOKEN }}" > $HOME/.netrc | |
chmod 600 $HOME/.netrc | |
- name: Pull DVC data | |
run: | | |
dvc remote add origin https://dagshub.com/austinLorenzMccoy/networkSecurity_project.dvc | |
dvc pull | |
- name: Run DVC pipeline | |
run: dvc repro | |
- name: Push DVC results | |
run: dvc push | |
- name: Log metrics to DAGsHub | |
run: | | |
pip install dagshub | |
python -c "from dagshub import dagshub_logger; dagshub_logger(metrics_path='reports/direct_training_metrics.json')" | |
env: | |
DAGSHUB_USER: austinLorenzMccoy | |
DAGSHUB_REPO: networkSecurity_project |