sdk-foundation-models-system-import-import_model_into_registry_new_model_image_tasks #73
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| name: sdk-foundation-models-system-import-import_model_into_registry_new_model_image_tasks | |
| # This file is created by sdk/python/readme.py. | |
| # Please do not edit directly. | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "33 10/12 * * *" | |
| pull_request: | |
| branches: | |
| - main | |
| paths: | |
| - sdk/python/foundation-models/system/import/** | |
| - .github/workflows/sdk-foundation-models-system-import-import_model_into_registry_new_model_image_tasks.yml | |
| - sdk/python/dev-requirements.txt | |
| - infra/bootstrapping/** | |
| - sdk/python/setup.sh | |
| env: | |
| MODEL_ID: microsoft/resnet-18 | |
| TASK_NAME: image-classification | |
| MMDETECTION_MODEL_ID: faster_rcnn_r50_fpn_1x_coco | |
| MMDETECTION_TASK_NAME: image-object-detection | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: check out repo | |
| uses: actions/checkout@v2 | |
| - name: setup python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: "3.8" | |
| - name: pip install notebook reqs | |
| run: pip install -r sdk/python/dev-requirements.txt | |
| - name: azure login | |
| uses: azure/login@v1 | |
| with: | |
| creds: ${{secrets.AZUREML_CREDENTIALS}} | |
| - name: bootstrap resources | |
| run: | | |
| echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}'; | |
| bash bootstrap.sh | |
| working-directory: infra/bootstrapping | |
| continue-on-error: false | |
| - name: setup SDK | |
| run: | | |
| source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh"; | |
| source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; | |
| bash setup.sh | |
| working-directory: sdk/python | |
| continue-on-error: true | |
| - name: setup-cli | |
| run: | | |
| source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh"; | |
| source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; | |
| bash setup.sh | |
| working-directory: cli | |
| continue-on-error: true | |
| - name: run foundation-models/system/import/import_model_into_registry.ipynb | |
| run: | | |
| source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh"; | |
| source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; | |
| bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; | |
| bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" replace_template_values "import_model_into_registry.ipynb"; | |
| [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; | |
| papermill -k python import_model_into_registry.ipynb import_model_into_registry.output.ipynb -p MODEL_ID "${{ env.MODEL_ID }}" -p TASK_NAME "${{ env.TASK_NAME }}" | |
| working-directory: sdk/python/foundation-models/system/import | |
| - name: upload notebook's working folder as an artifact | |
| if: ${{ always() }} | |
| uses: actions/upload-artifact@v2 | |
| with: | |
| name: import_model_into_registry | |
| path: sdk/python/foundation-models/system/import |