MachineLearningKubeDeploymentGenerationMismatch

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

Summary
Machine Learning deployment generation does not match, this indicates that the Deployment has failed but has not been rolled back
PromQL Expression
kube_deployment_status_observed_generation{component="kube-state-metrics",appType="ml"} != kube_deployment_metadata_generation{component="kube-state-metrics",appType="ml"}
Time Period
15m
Severity
warning
Source
environments/ml