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https://github.com/clearml/clearml-helm-charts
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clearml-ag
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clearml-se
| Author | SHA1 | Date | |
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5035814ed9 | ||
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462a8da239 | ||
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8747bceb4e |
@@ -2,8 +2,9 @@ apiVersion: v2
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name: clearml-serving
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description: ClearML Serving Helm Chart
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type: application
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version: 0.4.1
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appVersion: "0.9.0"
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version: 0.6.0
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appVersion: "1.2.0"
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kubeVersion: ">= 1.19.0-0 < 1.26.0-0"
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maintainers:
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- name: valeriano-manassero
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url: https://github.com/valeriano-manassero
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@@ -1,6 +1,6 @@
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# clearml-serving
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ClearML Serving Helm Chart
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@@ -11,6 +11,10 @@ ClearML Serving Helm Chart
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| valeriano-manassero | | <https://github.com/valeriano-manassero> |
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| stefano-cherchi | | <https://github.com/stefano-cherchi> |
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## Requirements
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Kubernetes: `>= 1.19.0-0 < 1.26.0-0`
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## Values
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| Key | Type | Default | Description |
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@@ -28,6 +32,11 @@ ClearML Serving Helm Chart
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| clearml.servingTaskId | string | `"ClearML Serving Task ID"` | |
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| clearml.webHost | string | `"http://clearml-server-webserver:80"` | |
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| clearml_serving_inference.affinity | object | `{}` | |
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| clearml_serving_inference.autoscaling.enabled | bool | `false` | |
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| clearml_serving_inference.autoscaling.maxReplicas | int | `11` | |
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| clearml_serving_inference.autoscaling.minReplicas | int | `1` | |
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| clearml_serving_inference.autoscaling.targetCPU | int | `50` | |
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| clearml_serving_inference.autoscaling.targetMemory | int | `50` | |
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| clearml_serving_inference.extraPythonPackages | list | `[]` | Extra Python Packages to be installed in running pods |
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| clearml_serving_inference.image | string | `"allegroai/clearml-serving-inference"` | |
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| clearml_serving_inference.nodeSelector | object | `{}` | |
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@@ -40,6 +49,11 @@ ClearML Serving Helm Chart
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| clearml_serving_statistics.resources | object | `{}` | |
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| clearml_serving_statistics.tolerations | list | `[]` | |
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| clearml_serving_triton.affinity | object | `{}` | |
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| clearml_serving_triton.autoscaling.enabled | bool | `false` | |
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| clearml_serving_triton.autoscaling.maxReplicas | int | `11` | |
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| clearml_serving_triton.autoscaling.minReplicas | int | `1` | |
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| clearml_serving_triton.autoscaling.targetCPU | int | `50` | |
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| clearml_serving_triton.autoscaling.targetMemory | int | `50` | |
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| clearml_serving_triton.enabled | bool | `true` | |
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| clearml_serving_triton.extraPythonPackages | list | `[]` | Extra Python Packages to be installed in running pods |
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| clearml_serving_triton.image | string | `"allegroai/clearml-serving-triton"` | |
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@@ -60,3 +60,33 @@ Create the name of the service account to use
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{{- default "default" .Values.serviceAccount.name }}
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{{- end }}
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{{- end }}
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{{/*
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Return the target Kubernetes version
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*/}}
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{{- define "common.capabilities.kubeVersion" -}}
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{{- if .Values.global }}
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{{- if .Values.global.kubeVersion }}
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{{- .Values.global.kubeVersion -}}
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{{- else }}
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{{- default .Capabilities.KubeVersion.Version .Values.kubeVersion -}}
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{{- end -}}
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{{- else }}
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{{- default .Capabilities.KubeVersion.Version .Values.kubeVersion -}}
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{{- end -}}
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{{- end -}}
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{{/*
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Return the appropriate apiVersion for Horizontal Pod Autoscaler.
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*/}}
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{{- define "common.capabilities.hpa.apiVersion" -}}
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{{- if semverCompare "<1.23-0" (include "common.capabilities.kubeVersion" .context) -}}
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{{- if .beta2 -}}
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{{- print "autoscaling/v2beta2" -}}
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{{- else -}}
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{{- print "autoscaling/v2beta1" -}}
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{{- end -}}
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{{- else -}}
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{{- print "autoscaling/v2" -}}
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{{- end -}}
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{{- end -}}
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@@ -0,0 +1,42 @@
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{{- if .Values.clearml_serving_inference.autoscaling.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: clearml-serving-inference-hpa
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namespace: {{ .Release.Namespace | quote }}
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annotations: {}
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labels:
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clearml.serving.service: clearml-serving-inference
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spec:
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scaleTargetRef:
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apiVersion: "apps/v1"
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kind: Deployment
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name: clearml-serving-inference
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minReplicas: {{ .Values.clearml_serving_inference.autoscaling.minReplicas }}
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maxReplicas: {{ .Values.clearml_serving_inference.autoscaling.maxReplicas }}
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metrics:
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{{- if .Values.clearml_serving_inference.autoscaling.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.clearml_serving_inference.autoscaling.targetCPU }}
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{{- else }}
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target:
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type: Utilization
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averageUtilization: {{ .Values.clearml_serving_inference.autoscaling.targetCPU }}
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{{- end }}
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{{- end }}
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{{- if .Values.clearml_serving_inference.autoscaling.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.clearml_serving_inference.autoscaling.targetMemory }}
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{{- else }}
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target:
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type: Utilization
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averageUtilization: {{ .Values.clearml_serving_inference.autoscaling.targetMemory }}
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{{- end }}
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{{- end }}
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{{- end }}
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@@ -0,0 +1,42 @@
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{{- if .Values.clearml_serving_triton.autoscaling.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: clearml-serving-triton-hpa
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namespace: {{ .Release.Namespace | quote }}
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annotations: {}
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labels:
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clearml.serving.service: clearml-serving-triton
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spec:
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scaleTargetRef:
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apiVersion: "apps/v1"
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kind: Deployment
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name: clearml-serving-triton
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minReplicas: {{ .Values.clearml_serving_triton.autoscaling.minReplicas }}
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maxReplicas: {{ .Values.clearml_serving_triton.autoscaling.maxReplicas }}
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metrics:
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{{- if .Values.clearml_serving_triton.autoscaling.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.clearml_serving_triton.autoscaling.targetCPU }}
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{{- else }}
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target:
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type: Utilization
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averageUtilization: {{ .Values.clearml_serving_triton.autoscaling.targetCPU }}
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{{- end }}
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{{- end }}
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{{- if .Values.clearml_serving_triton.autoscaling.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.clearml_serving_triton.autoscaling.targetMemory }}
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{{- else }}
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target:
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type: Utilization
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averageUtilization: {{ .Values.clearml_serving_triton.autoscaling.targetMemory }}
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{{- end }}
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{{- end }}
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{{- end }}
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@@ -65,6 +65,12 @@ clearml_serving_inference:
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extraPythonPackages: []
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# - numpy==1.22.4
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# - pandas==1.4.2
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autoscaling:
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enabled: false
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minReplicas: 1
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maxReplicas: 11
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targetCPU: 50
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targetMemory: 50
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clearml_serving_triton:
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enabled: true
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@@ -77,3 +83,9 @@ clearml_serving_triton:
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extraPythonPackages: []
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# - numpy==1.22.4
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# - pandas==1.4.2
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autoscaling:
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enabled: false
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minReplicas: 1
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maxReplicas: 11
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targetCPU: 50
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targetMemory: 50
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@@ -2,8 +2,8 @@ apiVersion: v2
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name: clearml
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description: MLOps platform
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type: application
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version: "4.2.1"
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appVersion: "1.6.0"
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version: "4.3.0"
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appVersion: "1.7.0"
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kubeVersion: ">= 1.21.0-0 < 1.26.0-0"
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home: https://clear.ml
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icon: https://raw.githubusercontent.com/allegroai/clearml/master/docs/clearml-logo.svg
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@@ -1,6 +1,6 @@
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# ClearML Ecosystem for Kubernetes
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MLOps platform
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@@ -138,7 +138,7 @@ Kubernetes: `>= 1.21.0-0 < 1.26.0-0`
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| apiserver.extraEnvs | list | `[]` | |
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| apiserver.image.pullPolicy | string | `"IfNotPresent"` | |
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| apiserver.image.repository | string | `"allegroai/clearml"` | |
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| apiserver.image.tag | string | `"1.6.0"` | |
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| apiserver.image.tag | string | `"1.7.0"` | |
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| apiserver.livenessDelay | int | `60` | |
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| apiserver.nodeSelector | object | `{}` | |
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| apiserver.podAnnotations | object | `{}` | |
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@@ -190,15 +190,15 @@ Kubernetes: `>= 1.21.0-0 < 1.26.0-0`
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| elasticsearch.volumeClaimTemplate.resources.requests.storage | string | `"50Gi"` | |
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| externalServices.elasticsearchHost | string | `""` | Existing ElasticSearch Hostname to use if elasticsearch.enabled is false |
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| externalServices.elasticsearchPort | int | `9200` | Existing ElasticSearch Port to use if elasticsearch.enabled is false |
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| externalServices.mongodbHost | string | `""` | Existing MongoDB Hostname to use if elasticsearch.enabled is false |
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| externalServices.mongodbPort | int | `27017` | Existing MongoDB Port to use if elasticsearch.enabled is false |
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| externalServices.redisHost | string | `""` | Existing Redis Hostname to use if elasticsearch.enabled is false |
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| externalServices.redisPort | int | `6379` | Existing Redis Port to use if elasticsearch.enabled is false |
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| externalServices.mongodbHost | string | `""` | Existing MongoDB Hostname to use if mongodb.enabled is false |
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| externalServices.mongodbPort | int | `27017` | Existing MongoDB Port to use if mongodb.enabled is false |
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| externalServices.redisHost | string | `""` | Existing Redis Hostname to use if redis.enabled is false |
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| externalServices.redisPort | int | `6379` | Existing Redis Port to use if redis.enabled is false |
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| fileserver.affinity | object | `{}` | |
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| fileserver.extraEnvs | list | `[]` | |
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| fileserver.image.pullPolicy | string | `"IfNotPresent"` | |
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| fileserver.image.repository | string | `"allegroai/clearml"` | |
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| fileserver.image.tag | string | `"1.6.0"` | |
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| fileserver.image.tag | string | `"1.7.0"` | |
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| fileserver.nodeSelector | object | `{}` | |
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| fileserver.podAnnotations | object | `{}` | |
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| fileserver.replicaCount | int | `1` | |
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@@ -265,7 +265,7 @@ Kubernetes: `>= 1.21.0-0 < 1.26.0-0`
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| webserver.extraEnvs | list | `[]` | |
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| webserver.image.pullPolicy | string | `"IfNotPresent"` | |
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| webserver.image.repository | string | `"allegroai/clearml"` | |
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| webserver.image.tag | string | `"1.6.0"` | |
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| webserver.image.tag | string | `"1.7.0"` | |
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| webserver.nodeSelector | object | `{}` | |
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| webserver.podAnnotations | object | `{}` | |
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| webserver.replicaCount | int | `1` | |
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@@ -83,7 +83,7 @@ apiserver:
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image:
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repository: "allegroai/clearml"
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pullPolicy: IfNotPresent
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tag: "1.6.0"
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tag: "1.7.0"
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extraEnvs: []
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@@ -155,7 +155,7 @@ fileserver:
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image:
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repository: "allegroai/clearml"
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pullPolicy: IfNotPresent
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tag: "1.6.0"
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tag: "1.7.0"
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extraEnvs: []
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@@ -200,7 +200,7 @@ webserver:
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image:
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repository: "allegroai/clearml"
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pullPolicy: IfNotPresent
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tag: "1.6.0"
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tag: "1.7.0"
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podAnnotations: {}
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@@ -229,13 +229,13 @@ externalServices:
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elasticsearchHost: ""
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# -- Existing ElasticSearch Port to use if elasticsearch.enabled is false
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elasticsearchPort: 9200
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# -- Existing MongoDB Hostname to use if elasticsearch.enabled is false
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# -- Existing MongoDB Hostname to use if mongodb.enabled is false
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mongodbHost: ""
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# -- Existing MongoDB Port to use if elasticsearch.enabled is false
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# -- Existing MongoDB Port to use if mongodb.enabled is false
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mongodbPort: 27017
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# -- Existing Redis Hostname to use if elasticsearch.enabled is false
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# -- Existing Redis Hostname to use if redis.enabled is false
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redisHost: ""
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# -- Existing Redis Port to use if elasticsearch.enabled is false
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# -- Existing Redis Port to use if redis.enabled is false
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redisPort: 6379
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redis: # configuration from https://github.com/bitnami/charts/blob/master/bitnami/redis/values.yaml
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