Public Preview Refresh Add MLIndex and DataIndex examples and documention. #4052
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| name: bootstrapping-resources | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "0 */6 * * *" | |
| pull_request: | |
| branches: | |
| - main | |
| paths: | |
| - sdk/** | |
| - .github/workflows/bootstrapping-resources.yml | |
| - cli/** | |
| - infra/bootstrapping/** | |
| 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 }}-${{ github.event.pull_request.number || github.ref }}'; | |
| bash bootstrap.sh | |
| working-directory: infra/bootstrapping | |
| continue-on-error: true | |
| - name: setup SDK | |
| run: | | |
| source "${{ 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: cli-automl-image-classification-multilabel-task-fridge-items.yml | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ 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"; | |
| working-directory: cli/jobs/automl-standalone-jobs/cli-automl-image-classification-multilablel-task-fridge-items | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: cli-automl-image-classification-multiclass-task-fridge-items.yml | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ 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"; | |
| working-directory: cli/jobs/automl-standalone-jobs/cli-automl-image-classification-multiclass-task-fridge-items | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: cli-automl-image-instance-segmentation-task-fridge-items.yml | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ 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"; | |
| working-directory: cli/jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: cli-automl-image-object-detection-task-fridge-items.yml | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ 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"; | |
| working-directory: cli/jobs/automl-standalone-jobs/cli-automl-image-object-detection-task-fridge-items | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: image-instance-segmentation-task-fridge-items-pipeline.yml | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ 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"; | |
| working-directory: cli/jobs/pipelines/automl/image-instance-segmentation-task-fridge-items-pipeline | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: image-multiclass-classification-fridge-items-pipeline.yml | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ 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"; | |
| working-directory: cli/jobs/pipelines/automl/image-multiclass-classification-fridge-items-pipeline | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: image-multilabel-classification-fridge-items-pipeline.yml | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ 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"; | |
| working-directory: cli/jobs/pipelines/automl/image-multilabel-classification-fridge-items-pipeline | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: image-object-detection-task-fridge-items-pipeline.yml | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ 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"; | |
| working-directory: cli/jobs/pipelines/automl/image-object-detection-task-fridge-items-pipeline | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: set sampledata dataset | |
| if: ${{ always() }} | |
| run: | | |
| set -x | |
| source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh"; | |
| source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; | |
| pip install azure.cli.core | |
| pip install azureml-core | |
| pip install azureml-dataset-runtime | |
| python -c ' | |
| import sys | |
| from azureml.core.workspace import Workspace | |
| from azureml.core import Dataset | |
| from azureml.core.authentication import AzureCliAuthentication | |
| cli_auth = AzureCliAuthentication() | |
| ws = Workspace.get(subscription_id=sys.argv[1], | |
| resource_group=sys.argv[2], | |
| name=sys.argv[3], | |
| auth=cli_auth) | |
| datastore = ws.datastores["workspaceblobstore"] | |
| Dataset.File.upload_directory("example-data", (datastore, "example-data")) | |
| dataset = Dataset.File.from_files(path=[(datastore, "example-data")]) | |
| dataset.register(ws, "sampledata") | |
| ' "$SUBSCRIPTION_ID" "$RESOURCE_GROUP_NAME" "$WORKSPACE_NAME" | |
| working-directory: cli/assets/data | |
| timeout-minutes: 300 | |
| continue-on-error: true | |
| - name: create asset for cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh"; | |
| source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; | |
| set -x | |
| az ml component create --file train.yml | |
| az ml component create --file score.yml | |
| az ml component create --file eval.yml | |
| # az ml component create --file pipeline.yml | |
| working-directory: cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: setup env for cli/jobs/pipelines-with-components/rai_pipeline_adult_analyse/ | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh"; | |
| source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; | |
| set -x | |
| az ml environment create --file environment/responsibleai-environment.yaml | |
| az ml data create --file data/data_adult_train.yaml | |
| az ml data create --file data/data_adult_test.yaml | |
| working-directory: cli/jobs/pipelines-with-components/rai_pipeline_adult_analyse/ | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: Please manually setup uri_file for cli/jobs/pipelines-with-components/basics/4b_datastore_datapath_uri/pipeline.yml | |
| if: ${{ always() }} | |
| run: | | |
| echo Please manually setup uri_file for cli/jobs/pipelines-with-components/basics/4b_datastore_datapath_uri/pipeline.yml | |
| az ml component create --file ./pipeline.yml | |
| working-directory: cli/jobs/pipelines-with-components/basics/4b_datastore_datapath_uri | |
| timeout-minutes: 30 | |
| continue-on-error: true | |
| - name: setup_asset /cli/assets/data/local-folder.yml | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh"; | |
| source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; | |
| set -x | |
| az ml data create --subscription $SUBSCRIPTION_ID --resource-group $RESOURCE_GROUP_NAME --workspace $WORKSPACE_NAME -f ./local-folder.yml | |
| working-directory: cli/assets/data | |
| timeout-minutes: 300 | |
| continue-on-error: true | |
| - name: setup_dataset | |
| if: ${{ always() }} | |
| run: | | |
| source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh"; | |
| source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; | |
| set -x | |
| bash create-datasets.sh | |
| working-directory: setup/setup-repo | |
| timeout-minutes: 300 | |
| continue-on-error: true | |
| - name: azcopy install | |
| if: ${{ always() }} | |
| run: | | |
| echo "installing azcopy" | |
| sudo mkdir -p /home/azcopy/ | |
| curl -L https://aka.ms/downloadazcopy-v10-linux | tar -zxf - --directory /home/azcopy/ | |
| sudo mv $(find /home/azcopy/ -type f -name azcopy) /usr/bin/ | |
| - name: azcopy sync | |
| env: | |
| AZURE_CREDENTIALS: ${{ secrets.AZURE_CREDENTIALS }} | |
| run: | | |
| # login to azcopy with AZURE_CREDENTIALS | |
| export AZCOPY_SPA_CLIENT_SECRET=$(echo $AZURE_CREDENTIALS | jq '.clientSecret' -r) | |
| export AZCOPY_SPA_APP_ID=$(echo $AZURE_CREDENTIALS | jq '.clientId' -r) | |
| export AZCOPY_SPA_TENANT_ID=$(echo $AZURE_CREDENTIALS | jq '.tenantId' -r) | |
| azcopy login --service-principal --application-id $AZCOPY_SPA_APP_ID --tenant-id $AZCOPY_SPA_TENANT_ID | |
| source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh"; | |
| source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; | |
| echo_title "Copying data" | |
| # bash "$SCRIPT_DIR"/sdk_helpers.sh install_azcopy | |
| bash "$SCRIPT_DIR"/sdk_helpers.sh copy_dataset | |
| working-directory: infra/bootstrapping | |
| continue-on-error: true |