pipeline.yml

name: Fraud Detector CI/CD

on:
  push:
    branches:
      - main
  pull_request:
    branches:
      - main

jobs:
  build:
    runs-on: ubuntu-latest

    steps:
    - name: Checkout code
      uses: actions/checkout@v2
      with:
        lfs: true

    - name: Set up Python
      uses: actions/setup-python@v2
      with:
        python-version: 3.9
    
    - name: Install NVIDIA CUDA Toolkit and GCC for CUDA
      run: |
        sudo apt-get update
        sudo apt-get install -y nvidia-cuda-toolkit nvidia-cuda-toolkit-gcc
    
    - name: Set environment variable for scikit-learn depricated package
      run: echo "SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL=True" >> $GITHUB_ENV

    
    - name: Upgrade pip
      run: |
        pip install --upgrade pip

    - name: Install Poetry
      run: |
        pip install poetry
      env:
        POETRY_HOME: $HOME/.poetry
        PATH: $HOME/.poetry/bin:$PATH

    - name: Install project dependencies
      run: |
        poetry install
      working-directory: ${{ github.workspace }}

    - name: NLTK dependancies
      run: |
        poetry run python3 -m nltk.downloader stopwords

    - name: Run tests
      run: |
        poetry run pytest -n 4 -v tests/
      working-directory: ${{ github.workspace }}