Trigger Train & Deploy pipeline with DVC graceful fallback
- Bump model version to 0.2.0 to trigger train.yaml - Make DVC steps non-blocking when no data is configured yet Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@ -26,23 +26,23 @@ jobs:
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pip install dvc
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pip install dvc
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- name: Pull data from DVC
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- name: Pull data from DVC
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run: dvc pull
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run: dvc pull || echo "No DVC data to pull, skipping"
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- name: Train model
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- name: Train model
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run: python src/train.py
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run: python src/train.py
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- name: Track model with DVC
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- name: Track model with DVC
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run: |
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run: |
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dvc add models/
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dvc add models/ || echo "DVC tracking skipped"
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dvc push
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dvc push || echo "DVC push skipped"
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- name: Commit DVC metadata
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- name: Commit DVC metadata
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run: |
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run: |
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git config user.name "gitea-runner"
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git config user.name "gitea-runner"
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git config user.email "runner@mlops"
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git config user.email "runner@mlops"
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git add models/*.dvc models/.gitignore
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git add models/*.dvc models/.gitignore 2>/dev/null || true
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git diff --cached --quiet || git commit -m "Update model - $(date +%Y%m%d-%H%M%S)"
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git diff --cached --quiet || git commit -m "Update model - $(date +%Y%m%d-%H%M%S)"
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git push
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git push || echo "Nothing to push"
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build-and-deploy:
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build-and-deploy:
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needs: train
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needs: train
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@ -7,7 +7,7 @@ def train():
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"""Simple training function for pipeline testing."""
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"""Simple training function for pipeline testing."""
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model_info = {
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model_info = {
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"model": "test-model",
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"model": "test-model",
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"version": "0.1.0",
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"version": "0.2.0",
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"accuracy": 0.95,
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"accuracy": 0.95,
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}
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}
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