CODEWITHSUNDEEP
azureazure-synapseazure-machine-learning-serviceazure-synapse-pipelineazure-ml-pipelines
Braamstruik
Braamstruik

Reputation: 273

How to run an Azure Machine Learning pipeline from Synapse?

I have a working v2 pipeline in Azure Machine Learning that I want to run from Synapse. However, I cannot select my pipelines from the dropdown menu.

I have a working linked service and a non-self-hosted integration runtime. When I click 'Open in Azure Portal', it brings me straight to the Pipelines page in my Azure ML environment.

Synapse pipeline trying to execute an Azure Machine Learning pipeline

The pipeline is also made available as a batch endpoint in Azure ML.

Deploy (v2) vs Publish (v1) of the pipeline to an endpoint Azure Machine Learning pipeline as a batch endpoint

How do I get Synapse to start a pipeline job in Machine Learning?

Upvotes: 0

Views: 171

Answers (1)

Rakesh Govindula
Rakesh Govindula

Reputation: 11529

I got similar results when I tried the above scenario.

enter image description here

To resolve the above issue, make sure you publish the ML pipeline. Go to ML workspace -> Pipelines -> Pipeline endpoints and verify your pipeline endpoint should be here.

enter image description here

If not publish the pipeline by creating new pipeline endpoint.

enter image description here

Now, the pipeline will show up in the dropdown of the Synapse pipeline activity as shown below.

enter image description here

Upvotes: 1

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