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50 lines
2.0 KiB
50 lines
2.0 KiB
{{- /*
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Copyright Broadcom, Inc. All Rights Reserved.
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SPDX-License-Identifier: APACHE-2.0
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*/}}
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{{- if and .Values.tracking.enabled .Values.tracking.autoscaling.hpa.enabled }}
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apiVersion: {{ include "common.capabilities.hpa.apiVersion" ( dict "context" $ ) }}
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kind: HorizontalPodAutoscaler
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metadata:
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name: {{ include "mlflow.v0.tracking.fullname" . }}
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namespace: {{ include "common.names.namespace" . | quote }}
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labels: {{- include "common.labels.standard" ( dict "customLabels" .Values.commonLabels "context" $ ) | nindent 4 }}
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app.kubernetes.io/part-of: mlflow
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app.kubernetes.io/component: tracking
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{{- if .Values.commonAnnotations }}
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annotations: {{- include "common.tplvalues.render" ( dict "value" .Values.commonAnnotations "context" $ ) | nindent 4 }}
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{{- end }}
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spec:
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scaleTargetRef:
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apiVersion: {{ include "common.capabilities.deployment.apiVersion" . }}
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kind: Deployment
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name: {{ include "mlflow.v0.tracking.fullname" . }}
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minReplicas: {{ .Values.tracking.autoscaling.hpa.minReplicas }}
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maxReplicas: {{ .Values.tracking.autoscaling.hpa.maxReplicas }}
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metrics:
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{{- if .Values.tracking.autoscaling.hpa.targetMemory }}
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- type: Resource
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resource:
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name: memory
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{{- if semverCompare "<1.23-0" (include "common.capabilities.kubeVersion" .) }}
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targetAverageUtilization: {{ .Values.tracking.autoscaling.hpa.targetMemory }}
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{{- else }}
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target:
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type: Utilization
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averageUtilization: {{ .Values.tracking.autoscaling.hpa.targetMemory }}
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{{- end }}
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{{- end }}
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{{- if .Values.tracking.autoscaling.hpa.targetCPU }}
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- type: Resource
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resource:
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name: cpu
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{{- if semverCompare "<1.23-0" (include "common.capabilities.kubeVersion" .) }}
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targetAverageUtilization: {{ .Values.tracking.autoscaling.hpa.targetCPU }}
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{{- else }}
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target:
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type: Utilization
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averageUtilization: {{ .Values.tracking.autoscaling.hpa.targetCPU }}
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{{- end }}
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{{- end }}
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{{- end }}
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