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|---|---|---|
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| name: Model Auto-tracing & Uploading | ||
| on: | ||
| workflow_dispatch: | ||
| inputs: | ||
| model_id: | ||
| description: "Model ID for auto-tracing and uploading (e.g. sentence-transformers/msmarco-distilbert-base-tas-b)" | ||
| required: true | ||
| type: string | ||
| model_version: | ||
| description: "Model version number (e.g. 1.0.1)" | ||
| required: true | ||
| type: string | ||
| tracing_format: | ||
| description: "Model format for auto-tracing" | ||
| required: true | ||
| type: choice | ||
| options: | ||
| - "TORCH_SCRIPT" | ||
| - "ONNX" | ||
| - "Both" | ||
| embedding_dimension: | ||
| description: "(Optional) You can add the embedding dimension of the model here if it does not exist in original config.json file. Else, it will use 768." | ||
| required: false | ||
| type: int | ||
| pooling_mode: | ||
| description: "(Optional) You can specify the pooling mode of the model here if it does not exist in original config.json file." | ||
| required: false | ||
| type: string | ||
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| jobs: | ||
| model-tracing: | ||
| name: model-tracing | ||
| runs-on: ubuntu-latest | ||
| strategy: | ||
| fail-fast: false | ||
| matrix: | ||
| cluster: ["opensearch"] | ||
| secured: ["true"] | ||
| entry: | ||
| - { opensearch_version: 2.7.0 } | ||
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| steps: | ||
| - name: Checkout | ||
| uses: actions/checkout@v2 | ||
| - name: Set up Python 3 | ||
| uses: actions/setup-python@v2 | ||
| with: | ||
| python-version: '3.x' | ||
| - name: Autotracing ${{ matrix.cluster }} secured=${{ matrix.secured }} version=${{matrix.entry.opensearch_version}} | ||
| run: "./.ci/run-tests ${{ matrix.cluster }} ${{ matrix.secured }} ${{ matrix.entry.opensearch_version }} trace" | ||
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| # - name: Install dependencies | ||
| # run: python3 -m pip install opensearch-py-ml | ||
| # - name: Autotrace and Upload | ||
| # run: | | ||
| # echo "Model Name: ${{ github.event.inputs.model_name }}" | ||
| # echo "Model Version Number: ${{ github.event.inputs.model_version }}" | ||
| # python3 automated_actions/auto_script.py ${{ github.event.inputs.model_id }} ${{ github.event.inputs.model_version }} ${{ github.event.inputs.tracing_format }} -ed ${{ github.event.inputs.embedding_dimensions }} -pm ${{ github.event.inputs.pooling_mode }} | ||
| - name: Publish artifact | ||
| uses: actions/upload-artifact@v2 | ||
| with: | ||
| name: published-app | ||
| path: 'TODO' | ||
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| # model-uploading: | ||
| # runs-on: 'ubuntu-latest' | ||
| # | ||
| # steps: | ||
| # - name: Checkout Repository | ||
| # uses: actions/checkout@v3 | ||
| # - id: get_approvers | ||
| # run: | | ||
| # echo "approvers=$(cat .github/CODEOWNERS | grep @ | tr -d '* ' | sed 's/@/,/g' | sed 's/,//1')" >> $GITHUB_OUTPUT | ||
| # - uses: trstringer/manual-approval@v1 | ||
| # with: | ||
| # secret: ${{ github.TOKEN }} | ||
| # approvers: ${{ steps.get_approvers.outputs.approvers }} | ||
| # minimum-approvals: 2 | ||
| # issue-title: 'Upload opensearch-py-ml model to Amazon S3 Bucket' | ||
| # issue-body: "Please approve or deny opensearch-py-ml model uploading. **Tag**: ${{ github.ref_name }} **Commit**: ${{ github.sha }}" | ||
| # exclude-workflow-initiator-as-approver: true | ||
| # - name: Download artifact | ||
| # uses: actions/download-artifact@v2 | ||
| # with: | ||
| # name: published-app | ||
| # path: 'TODO' | ||
| # - name: Configure AWS credentials | ||
| # uses: aws-actions/configure-aws-credentials@v2 | ||
| # with: | ||
| # role-to-assume: ${{ secrets.MODEL_UPLOADER_ROLE }} | ||
| # aws-region: ${{ secrets.MODEL_UPLOADER_AWS_REGION }} | ||
| # - name: Copy files to the bucket | ||
| # run: | | ||
| # aws s3 sync . s3://to-do-bucket | ||
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