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