Troubleshooting Batch Deployment Failure in CI Pipeline

Vu Le 20 Reputation points
2024-11-04T08:21:50.49+00:00

A CI pipeline is set up to create a batch deployment from a pipeline component upon code changes. This pipeline has previously succeeded but started failing today.

Upon reviewing the activity logs, limited information is available. The error message received is:

The resource operation completed with terminal provisioning state 'Failed'.

Several attempts to redeploy have been made, but the deployments are still failing and are listed on the endpoint page with a provisioning state of "Failed."

Attempts to delete the failed deployment resulted in the following error:

Failed to delete endpoint
UserError: A batch deployment under the endpoint '<endpoint>' is currently underway. Only one deployment operation is permitted for an endpoint at a time. Please wait for the current deployment operation to complete and try again.

An update was made to the CI with a new endpoint, and the deployment was created successfully. Seeking advice on what went wrong with the current endpoint, as it is still in use by other services.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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