Anomaly_Detection/.github/workflows/ci.yml at main · JimWid/Anomaly_Detection · GitHub

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name: Homework CI

on:
  push:
    branches: [main]
  pull_request:
    branches: [main]

jobs:
  step1-preprocessing:
    name: "Step 1: Preprocessing"
    runs-on: ubuntu-latest
    defaults:
      run:
        working-directory: final_project
    steps:
      - uses: actions/checkout@v4
      - name: Set up Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.11"
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
          pip install -r requirements.txt
      - name: Run Step 1 tests
        run: pytest tests/test_step1_preprocessing.py -v --tb=short

  step2-dataset:
    name: "Step 2: Dataset"
    runs-on: ubuntu-latest
    defaults:
      run:
        working-directory: final_project
    steps:
      - uses: actions/checkout@v4
      - name: Set up Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.11"
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
          pip install -r requirements.txt
      - name: Run Step 2 tests
        run: pytest tests/test_step2_dataset.py -v --tb=short

  step3-model:
    name: "Step 3: Model"
    runs-on: ubuntu-latest
    defaults:
      run:
        working-directory: final_project
    steps:
      - uses: actions/checkout@v4
      - name: Set up Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.11"
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
          pip install -r requirements.txt
      - name: Run Step 3 tests
        run: pytest tests/test_step3_model.py -v --tb=short
      - name: "Style hints (advisory — won't affect your grade)"
        if: always()
        continue-on-error: true
        run: pytest tests/test_step3_style.py -v --tb=short

  step4-training:
    name: "Step 4: Training"
    runs-on: ubuntu-latest
    defaults:
      run:
        working-directory: final_project
    steps:
      - uses: actions/checkout@v4
      - name: Set up Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.11"
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
          pip install -r requirements.txt
      - name: Run Step 4 tests
        run: pytest tests/test_step4_training.py -v --tb=short
      - name: "Style hints (advisory — won't affect your grade)"
        if: always()
        continue-on-error: true
        run: pytest tests/test_step4_style.py -v --tb=short

  step5-inference:
    name: "Step 5: Inference"
    runs-on: ubuntu-latest
    defaults:
      run:
        working-directory: final_project
    steps:
      - uses: actions/checkout@v4
      - name: Set up Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.11"
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
          pip install -r requirements.txt
      - name: Run Step 5 tests
        run: pytest tests/test_step5_inference.py -v --tb=short