Publish Model #15
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| name: Publish Model | |
| run-name: Publish Model | |
| on: | |
| push: | |
| branches: | |
| - main | |
| jobs: | |
| publish_model: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v2 | |
| - name: Set up DVC | |
| uses: iterative/setup-dvc@v1 | |
| - name: Pull model | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| run: | | |
| dvc pull live/model/model.pkl live/model/model.onnx | |
| - name: Push on Hugging Face | |
| env: | |
| HF_USERNAME: ${{ vars.HF_USERNAME }} | |
| HF_MODEL: phishing-url-detection | |
| HF_TOKEN: ${{ secrets.HF_TOKEN }} | |
| BRANCH: ${{ github.ref_name }} | |
| CURRENT_REPO: ${{ github.workspace }} | |
| HP_MODEL_REPO: /home/runner/work/hf_model_hub | |
| run: | | |
| mkdir -p $HP_MODEL_REPO && cd $HP_MODEL_REPO | |
| git clone https://$HF_USERNAME:$HF_TOKEN@huggingface.co/$HF_USERNAME/$HF_MODEL | |
| cd $HF_MODEL | |
| git config --local user.email "action@github.com" | |
| git config --local user.name "GitHub Action" | |
| if git ls-remote --heads origin $BRANCH | grep -q $BRANCH; then | |
| git checkout $BRANCH | |
| else | |
| git checkout -b $BRANCH | |
| fi | |
| cp -r $CURRENT_REPO/live/model/* . | |
| git add --all | |
| git diff-index --quiet HEAD || git commit -m "push model from github actions" | |
| git push origin $BRANCH |