Added scheduled GitHub Action to monitor a batch endpoint via MLflow - #1
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Chakradhar886 wants to merge 1 commit into
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Added scheduled GitHub Action to monitor a batch endpoint via MLflow#1Chakradhar886 wants to merge 1 commit into
Chakradhar886 wants to merge 1 commit into
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- .github/workflows/monitor-batch.yml: cron + workflow_dispatch trigger; reads four secrets and runs the monitor script. - tutorials/batch_endpoint_monitor/monitor.py: uses azure-ai-ml + mlflow to list runs for the endpoint experiment and fails the job if any run is not FINISHED/RUNNING. - tutorials/batch_endpoint_monitor/requirements.txt: azure-ai-ml, azure-identity, mlflow, azureml-mlflow.
Chakradhar886
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June 11, 2026 09:57
Chakradhar886
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Summary
Adds a GitHub Action that periodically checks an Azure ML batch endpoint's recent runs and fails the workflow if any run is in a non-healthy state.
Changes
.github/workflows/monitor-batch.yml- cron (every 30 min) +workflow_dispatchtrigger; wires four repo secrets into env vars and runs the monitor script.tutorials/batch_endpoint_monitor/monitor.py- usesazure-ai-ml+mlflowto list runs for the endpoint experiment and raises if any run status is notFINISHEDorRUNNING.tutorials/batch_endpoint_monitor/requirements.txt-azure-ai-ml,azure-identity,mlflow,azureml-mlflow.Required repo secrets
SUBSCRIPTION_IDRESOURCE_GROUPWORKSPACE_NAMEBATCH_ENDPOINT_NAMENotes
DefaultAzureCredentialis used; for unattended CI you'll typically wire OIDC / federated credentials or a service principal.