smoke-testing-python-script.yml

name: Smoke Testing for Python Script
on:
  push:
    branches:
      - main
  pull_request:
    branches:
      - main
  schedule:
      - cron: "0 0 * * *"
  workflow_dispatch:


jobs:
  smoke-testing-python-script:
    name: Smoke Testing for Python Script
    runs-on: ubuntu-latest
    env:
      INPUT_DATA: './data/raw/nyc_taxi_dataset.csv'
    steps:
    - name: Checkout repository
      uses: actions/checkout@v3
    - name: Setup python
      uses: actions/setup-python@v4.2.0
      with:
        python-version: "3.9"
    - name: Create conda environment
      uses: conda-incubator/setup-miniconda@v2
      with:
        activate-environment: mlops-train
        environment-file: environments/conda_train.yml
    - name : Kernel configuration
      run: |
        python -m ipykernel install --user --name mlops-train
      shell: bash -el {0}
    - name: Run Python script
      run: |
        python src/model/train.py --input_data $INPUT_DATA
      shell: bash -el {0}
      env:
        AZUREML_RUN_ID : $GITHUB_RUN_ID