Lack of documentation of task "ms-air-aiagility.vss-services-azureml.azureml-restApi-task.MLPublishedPipelineRestAPITask@0"

[kawofong]

trafficstars

This feedback pertains to "ms-air-aiagility.vss-services-azureml.azureml-restApi-task.MLPublishedPipelineRestAPITask@0" used in our MLOpsPython sample https://github.com/microsoft/MLOpsPython/blob/master/.pipelines/diabetes_regression-ci.yml#L83

See existing UserVoice for other user feedbacks: https://feedback.azure.com/forums/257792-machine-learning/suggestions/40575718-document-azure-devops-machine-learning-tasks

[tcsatheesh]

I have an ML workspace inside a private link and the above task fails with a Forbidden error. No way to debug I'm afraid. :( Cannot even locate the source code for this. I'd like to understand what value this task brings that cannot be done via CLI or SDK.

[bharath-t-reddy]

Hi @tcsatheesh i had a similar issue with the task where i am using the private endpoints, so i replaced the task as follows, it works with this fine.

- task: AzureCLI@1
  inputs:
    azureSubscription: '$(WORKSPACE_SVC_CONNECTION)'
    scriptLocation: inlineScript
    workingDirectory: $(Build.SourcesDirectory)
    inlineScript: |
      set -e # fail on error
      az extension add -n azure-cli-ml
      RUN_ID_TEMP=$(az ml run submit-pipeline --experiment-name $(EXPERIMENT_NAME) --pipeline-id $(AMLPIPELINE_ID) --resource-group $(RESOURCE_GROUP) --workspace-name $(WORKSPACE_NAME) --parameters model_name="$(MODEL_NAME)")
      RUN_ID_FIRST_LINE=$(echo "$RUN_ID_TEMP" | head -n 1)
      RUN_ID=$(echo "$RUN_ID_FIRST_LINE" | awk '{print $3}')
      echo "RUN_ID          ::: $RUN_ID"
      az ml run update --run $RUN_ID --experiment-name  $(EXPERIMENT_NAME) --resource-group $(RESOURCE_GROUP) --workspace-name $(WORKSPACE_NAME) --add-tag BuildId="$(Build.BuildId)"                 
  displayName: 'Invoke ML pipeline'

[lokijota]

This for me is the recommended approach, and ms-air-aiagility... should be removed from the repo.