Monitoring Built-in AlertsPDF version

MachineLearningKubeDeploymentReplicasMismatch

Reference information for MachineLearningKubeDeploymentReplicasMismatch used as part of Pulse in CDP Private Cloud Data Services.

Summary
Machine Learning deployment has not matched the expected number of replicas
PromQL Expression
( kube_deployment_spec_replicas{component="kube-state-metrics",appType="ml"} != kube_deployment_status_replicas_available{component="kube-state-metrics",appType="ml"} ) and ( changes(kube_deployment_status_replicas_updated{component="kube-state-metrics",appType="ml"}[5m]) == 0 )
Time Period
15m
Severity
warning
Source
environments/ml