udated cicd yaml file #75
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| ###uncomment below lines to use CML | |
| # name: train-NLP-ML-usecase | |
| # on: [push] | |
| # jobs: | |
| # run: | |
| # runs-on: [ubuntu-latest] | |
| # steps: | |
| # - uses: actions/checkout@v2 | |
| # - uses: iterative/setup-cml@v1 | |
| # - uses: actions/setup-python@v2 | |
| # with: | |
| # python-version: '3.7' | |
| # - name: Update Node.js to v16 | |
| # run: sudo apt-get install -y nodejs npm | |
| # - name: cml_run & Install Dependencies and Reproduce DVC | |
| # run: | | |
| # # Your ML workflow commands | |
| # pip install --upgrade pip | |
| # pip install -r requirements.txt | |
| # dvc repro --force -v ## v >>> verbose | |
| # echo "# REPORTS" >> report.md | |
| # echo "## metrics" >> report.md | |
| # cat scores.json >> report.md | |
| # - name: Comment on Last Commit | |
| # run: cml comment create report.md ## >> CML COMMAND USE TO COMMENT ON LAST COMMIT | |
| # env: | |
| # # repo_token: ${{secrets.GITHUB_TOKEN}} | |
| name: train-NLP-ML-usecase | |
| on: [push] | |
| jobs: | |
| run: | |
| runs-on: [ubuntu-latest] | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.7' | |
| - name: Update Node.js to v16 | |
| run: sudo apt-get install -y nodejs npm | |
| - name: Setup DVC and CML | |
| run: | | |
| pip install --upgrade pip | |
| pip install -r requirements.txt | |
| dvc exp run --pull | |
| dvc push | |
| cml ci --fetch-depth 0 | |
| cml pr --squash --skip-ci . | |
| - name: Generate Report | |
| run: | | |
| echo "# REPORTS" >> report.md | |
| echo "## metrics" >> report.md | |
| cat scores.json >> report.md | |
| echo "## Params" >> report.md | |
| dvc params diff main --md >> report.md | |
| echo "## Metrics" >> report.md | |
| dvc metrics diff main --md >> report.md | |
| - name: Comment on Last Commit | |
| run: cml comment create --pr report.md | |
| env: | |
| repo_token: ${{secrets.GITHUB_TOKEN}} | |