segm.yml

name: autobuild_segm
on:
  pull_request:
    branches:
      - master
      - dev
  push:
    branches:
      - master
      - 'V**'
      - dev
env:
  GDRIVE_CREDENTIALS_DATA: ${{ secrets.GDRIVE_CREDENTIALS_DATA }}
  REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Set up Python 3.10
        uses: actions/setup-python@v4
        with:
          python-version: '3.10'
          architecture: 'x64'
      - uses: actions/setup-node@v3
        with:
          node-version: '16'
      - uses: iterative/setup-cml@v1
      - name: Display Python version
        run: python -c "import sys; print(sys.version)"
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/cpu
          pip install -e '.[dev,cv,cv_semantic]'
          pip install dvc dvc-gdrive
          npm install -g markdown-table-cli
      - name: Download data
        run: |
          echo "$GDRIVE_CREDENTIALS_DATA" > credentials.json
          dvc remote modify gdrive --local gdrive_user_credentials_file ./credentials.json
          dvc pull
          ls -la samples
      - name: Test with pytest
        run: |
          pytest tests/semantic --capture=no
      - name: Display report
        run: |
          echo "# Semantic Report" > report.md
          echo "#### Metrics" >> report.md
          cat runs/pytest_segm/Validation/metrics.json | md-table >> report.md
          echo >> report.md
          echo "#### Prediction" >> report.md
          echo "![Prediction](runs/pytest_segm/overlays/fc9399fafb30_01.jpg)" >> report.md
          echo "![Prediction](runs/pytest_segm/overlays/fcac2903b622_06.jpg)" >> report.md
          echo "![Prediction](runs/pytest_segm/overlays/fcac2903b622_11.jpg)" >> report.md
          cml comment create report.md