Serving refactoring (#116)

* Changed: remove unused status * Changed: image tags refactoring * Changed: Images references refactoring * Added: serving ingresses * Added: grafana ingress * Added: grafana ingress * Changed: chart version bump * Changed: maintainers * Added: value comments * Fixed: typo * Fixed: typos
2025-04-17 01:31:13 +00:00 · 2022-11-04 15:10:11 +01:00 · 2022-11-04 15:10:11 +01:00 · ca54cb570f
commit ca54cb570f
parent 5035814ed9
22 changed files with 244 additions and 105 deletions
--- a/charts/clearml-serving/Chart.yaml
+++ b/charts/clearml-serving/Chart.yaml
@ -2,14 +2,12 @@ apiVersion: v2
 name: clearml-serving
 description: ClearML Serving Helm Chart
 type: application
-version: 0.6.0
+version: 0.7.0
 appVersion: "1.2.0"
 kubeVersion: ">= 1.19.0-0 < 1.26.0-0"
 maintainers:
  - name: valeriano-manassero
    url: https://github.com/valeriano-manassero
-  - name: stefano-cherchi
-    url: https://github.com/stefano-cherchi
 keywords:
  - clearml
  - "machine learning"
--- a/charts/clearml-serving/README.md
+++ b/charts/clearml-serving/README.md
@ -1,6 +1,6 @@
 # clearml-serving

-![Version: 0.6.0](https://img.shields.io/badge/Version-0.6.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 1.2.0](https://img.shields.io/badge/AppVersion-1.2.0-informational?style=flat-square)
+![Version: 0.7.0](https://img.shields.io/badge/Version-0.7.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 1.2.0](https://img.shields.io/badge/AppVersion-1.2.0-informational?style=flat-square)

 ClearML Serving Helm Chart

@ -9,7 +9,6 @@ ClearML Serving Helm Chart
 | Name | Email | Url |
 | ---- | ------ | --- |
 | valeriano-manassero |  | <https://github.com/valeriano-manassero> |
-| stefano-cherchi |  | <https://github.com/stefano-cherchi> |

 ## Requirements

@ -19,67 +18,38 @@ Kubernetes: `>= 1.19.0-0 < 1.26.0-0`

 | Key | Type | Default | Description |
 |-----|------|---------|-------------|
-| alertmanager.affinity | object | `{}` |  |
-| alertmanager.image | string | `"prom/alertmanager:v0.23.0"` |  |
-| alertmanager.nodeSelector | object | `{}` |  |
-| alertmanager.resources | object | `{}` |  |
-| alertmanager.tolerations | list | `[]` |  |
-| clearml.apiAccessKey | string | `"ClearML API Access Key"` |  |
-| clearml.apiHost | string | `"http://clearml-server-apiserver:8008"` |  |
-| clearml.apiSecretKey | string | `"ClearML API Secret Key"` |  |
-| clearml.defaultBaseServeUrl | string | `"http://127.0.0.1:8080/serve"` |  |
-| clearml.filesHost | string | `"http://clearml-server-fileserver:8081"` |  |
-| clearml.servingTaskId | string | `"ClearML Serving Task ID"` |  |
-| clearml.webHost | string | `"http://clearml-server-webserver:80"` |  |
-| clearml_serving_inference.affinity | object | `{}` |  |
-| clearml_serving_inference.autoscaling.enabled | bool | `false` |  |
-| clearml_serving_inference.autoscaling.maxReplicas | int | `11` |  |
-| clearml_serving_inference.autoscaling.minReplicas | int | `1` |  |
-| clearml_serving_inference.autoscaling.targetCPU | int | `50` |  |
-| clearml_serving_inference.autoscaling.targetMemory | int | `50` |  |
+| alertmanager | object | `{"affinity":{},"image":{"repository":"prom/alertmanager","tag":"v0.23.0"},"nodeSelector":{},"resources":{},"tolerations":[]}` | Alertmanager generic configigurations |
+| clearml | object | `{"apiAccessKey":"ClearML API Access Key","apiHost":"http://clearml-server-apiserver:8008","apiSecretKey":"ClearML API Secret Key","defaultBaseServeUrl":"http://127.0.0.1:8080/serve","filesHost":"http://clearml-server-fileserver:8081","servingTaskId":"ClearML Serving Task ID","webHost":"http://clearml-server-webserver:80"}` | ClearMl generic configurations |
+| clearml_serving_inference | object | `{"affinity":{},"autoscaling":{"enabled":false,"maxReplicas":11,"minReplicas":1,"targetCPU":50,"targetMemory":50},"extraPythonPackages":[],"image":{"repository":"allegroai/clearml-serving-inference","tag":"1.2.0"},"ingress":{"annotations":{},"enabled":false,"hostName":"serving.clearml.127-0-0-1.nip.io","path":"/","tlsSecretName":""},"nodeSelector":{},"resources":{},"tolerations":[]}` | ClearML serving inference configurations |
+| clearml_serving_inference.affinity | object | `{}` | Affinity configuration |
+| clearml_serving_inference.autoscaling | object | `{"enabled":false,"maxReplicas":11,"minReplicas":1,"targetCPU":50,"targetMemory":50}` | Autoscaling configuration |
 | clearml_serving_inference.extraPythonPackages | list | `[]` | Extra Python Packages to be installed in running pods |
-| clearml_serving_inference.image | string | `"allegroai/clearml-serving-inference"` |  |
-| clearml_serving_inference.nodeSelector | object | `{}` |  |
-| clearml_serving_inference.resources | object | `{}` |  |
-| clearml_serving_inference.tolerations | list | `[]` |  |
-| clearml_serving_statistics.affinity | object | `{}` |  |
+| clearml_serving_inference.image | object | `{"repository":"allegroai/clearml-serving-inference","tag":"1.2.0"}` | Container Image |
+| clearml_serving_inference.ingress | object | `{"annotations":{},"enabled":false,"hostName":"serving.clearml.127-0-0-1.nip.io","path":"/","tlsSecretName":""}` | Ingress exposing configurations |
+| clearml_serving_inference.nodeSelector | object | `{}` | Node Selector configuration |
+| clearml_serving_inference.resources | object | `{}` | Pod resources definition |
+| clearml_serving_inference.tolerations | list | `[]` | Tolerations configuration |
+| clearml_serving_statistics | object | `{"affinity":{},"extraPythonPackages":[],"image":{"repository":"allegroai/clearml-serving-statistics","tag":"1.2.0"},"nodeSelector":{},"resources":{},"tolerations":[]}` | ClearML serving statistics configurations |
+| clearml_serving_statistics.affinity | object | `{}` | Affinity configuration |
 | clearml_serving_statistics.extraPythonPackages | list | `[]` | Extra Python Packages to be installed in running pods |
-| clearml_serving_statistics.image | string | `"allegroai/clearml-serving-statistics"` |  |
-| clearml_serving_statistics.nodeSelector | object | `{}` |  |
-| clearml_serving_statistics.resources | object | `{}` |  |
-| clearml_serving_statistics.tolerations | list | `[]` |  |
-| clearml_serving_triton.affinity | object | `{}` |  |
-| clearml_serving_triton.autoscaling.enabled | bool | `false` |  |
-| clearml_serving_triton.autoscaling.maxReplicas | int | `11` |  |
-| clearml_serving_triton.autoscaling.minReplicas | int | `1` |  |
-| clearml_serving_triton.autoscaling.targetCPU | int | `50` |  |
-| clearml_serving_triton.autoscaling.targetMemory | int | `50` |  |
-| clearml_serving_triton.enabled | bool | `true` |  |
+| clearml_serving_statistics.image | object | `{"repository":"allegroai/clearml-serving-statistics","tag":"1.2.0"}` | Container Image |
+| clearml_serving_statistics.nodeSelector | object | `{}` | Node Selector configuration |
+| clearml_serving_statistics.resources | object | `{}` | Pod resources definition |
+| clearml_serving_statistics.tolerations | list | `[]` | Tolerations configuration |
+| clearml_serving_triton | object | `{"affinity":{},"autoscaling":{"enabled":false,"maxReplicas":11,"minReplicas":1,"targetCPU":50,"targetMemory":50},"enabled":true,"extraPythonPackages":[],"image":{"repository":"allegroai/clearml-serving-triton","tag":"1.2.0-22.07"},"ingress":{"annotations":{},"enabled":false,"hostName":"serving-grpc.clearml.127-0-0-1.nip.io","path":"/","tlsSecretName":""},"nodeSelector":{},"resources":{},"tolerations":[]}` | ClearML serving Triton configurations |
+| clearml_serving_triton.affinity | object | `{}` | Affinity configuration |
+| clearml_serving_triton.autoscaling | object | `{"enabled":false,"maxReplicas":11,"minReplicas":1,"targetCPU":50,"targetMemory":50}` | Autoscaling configuration |
+| clearml_serving_triton.enabled | bool | `true` | Triton pod creation enable/disable |
 | clearml_serving_triton.extraPythonPackages | list | `[]` | Extra Python Packages to be installed in running pods |
-| clearml_serving_triton.image | string | `"allegroai/clearml-serving-triton"` |  |
-| clearml_serving_triton.nodeSelector | object | `{}` |  |
-| clearml_serving_triton.resources | object | `{}` |  |
-| clearml_serving_triton.tolerations | list | `[]` |  |
-| grafana.affinity | object | `{}` |  |
-| grafana.image | string | `"grafana/grafana:8.4.4-ubuntu"` |  |
-| grafana.nodeSelector | object | `{}` |  |
-| grafana.resources | object | `{}` |  |
-| grafana.tolerations | list | `[]` |  |
-| kafka.affinity | object | `{}` |  |
-| kafka.image | string | `"bitnami/kafka:3.1.0"` |  |
-| kafka.nodeSelector | object | `{}` |  |
-| kafka.resources | object | `{}` |  |
-| kafka.tolerations | list | `[]` |  |
-| prometheus.affinity | object | `{}` |  |
-| prometheus.image | string | `"prom/prometheus:v2.34.0"` |  |
-| prometheus.nodeSelector | object | `{}` |  |
-| prometheus.resources | object | `{}` |  |
-| prometheus.tolerations | list | `[]` |  |
-| zookeeper.affinity | object | `{}` |  |
-| zookeeper.image | string | `"bitnami/zookeeper:3.7.0"` |  |
-| zookeeper.nodeSelector | object | `{}` |  |
-| zookeeper.resources | object | `{}` |  |
-| zookeeper.tolerations | list | `[]` |  |
+| clearml_serving_triton.image | object | `{"repository":"allegroai/clearml-serving-triton","tag":"1.2.0-22.07"}` | Container Image |
+| clearml_serving_triton.ingress | object | `{"annotations":{},"enabled":false,"hostName":"serving-grpc.clearml.127-0-0-1.nip.io","path":"/","tlsSecretName":""}` | Ingress exposing configurations |
+| clearml_serving_triton.nodeSelector | object | `{}` | Node Selector configuration |
+| clearml_serving_triton.resources | object | `{}` | Pod resources definition |
+| clearml_serving_triton.tolerations | list | `[]` | Tolerations configuration |
+| grafana | object | `{"affinity":{},"image":{"repository":"grafana/grafana","tag":"8.4.4-ubuntu"},"ingress":{"annotations":{},"enabled":false,"hostName":"serving-grafana.clearml.127-0-0-1.nip.io","path":"/","tlsSecretName":""},"nodeSelector":{},"resources":{},"tolerations":[]}` | Grafana generic configigurations |
+| kafka | object | `{"affinity":{},"image":{"repository":"bitnami/kafka","tag":"3.1.0"},"nodeSelector":{},"resources":{},"tolerations":[]}` | Kafka generic configigurations |
+| prometheus | object | `{"affinity":{},"image":{"repository":"prom/prometheus","tag":"v2.34.0"},"nodeSelector":{},"resources":{},"tolerations":[]}` | Prometheus generic configigurations |
+| zookeeper | object | `{"affinity":{},"image":{"repository":"bitnami/zookeeper","tag":"3.7.0"},"nodeSelector":{},"resources":{},"tolerations":[]}` | Zookeeper generic configigurations |

 ----------------------------------------------
 Autogenerated from chart metadata using [helm-docs v1.11.0](https://github.com/norwoodj/helm-docs/releases/v1.11.0)
--- a/charts/clearml-serving/templates/alertmanager-deployment.yaml
+++ b/charts/clearml-serving/templates/alertmanager-deployment.yaml
@ -19,10 +19,9 @@ spec:
        clearml.serving.service: alertmanager
    spec:
      containers:
-        - image: {{ .Values.alertmanager.image }}
+        - image: "{{ .Values.alertmanager.image.repository }}:{{ .Values.alertmanager.image.tag }}"
          name: clearml-serving-alertmanager
          ports:
            - containerPort: 9093
          resources: {}
      restartPolicy: Always
-status: {}
--- a/charts/clearml-serving/templates/alertmanager-service.yaml
+++ b/charts/clearml-serving/templates/alertmanager-service.yaml
@ -12,5 +12,3 @@ spec:
      targetPort: 9093
  selector:
    clearml.serving.service: alertmanager
-status:
-  loadBalancer: {}
--- a/charts/clearml-serving/templates/clearml-serving-inference-deployment.yaml
+++ b/charts/clearml-serving/templates/clearml-serving-inference-deployment.yaml
@ -54,10 +54,9 @@ spec:
            - name: EXTRA_PYTHON_PACKAGES
              value: '{{ join " " .Values.clearml_serving_inference.extraPythonPackages }}'
            {{- end }}
-          image: "{{ .Values.clearml_serving_inference.image }}:{{ .Chart.AppVersion }}"
+          image: "{{ .Values.clearml_serving_inference.image.repository }}:{{ .Values.clearml_serving_inference.image.tag }}"
          name: clearml-serving-inference
          ports:
            - containerPort: 8080
          resources: {}
      restartPolicy: Always
-status: {}
--- a/charts/clearml-serving/templates/clearml-serving-inference-ingress.yaml
+++ b/charts/clearml-serving/templates/clearml-serving-inference-ingress.yaml
@ -0,0 +1,40 @@
+{{- if .Values.clearml_serving_inference.ingress.enabled -}}
+{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1
+{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1beta1
+{{- else -}}
+apiVersion: extensions/v1beta1
+{{- end }}
+kind: Ingress
+metadata:
+  name: clearml-serving-inference
+  labels:
+    clearml.serving.service: clearml-serving-inference
+  annotations:
+    {{- toYaml .Values.clearml_serving_inference.ingress.annotations | nindent 4 }}
+spec:
+  {{- if .Values.clearml_serving_inference.ingress.tlsSecretName }}
+  tls:
+    - hosts:
+        - {{ .Values.clearml_serving_inference.ingress.hostName }}
+      secretName: {{ .Values.clearml_serving_inference.ingress.tlsSecretName }}
+  {{- end }}
+  rules:
+  - host: {{ .Values.clearml_serving_inference.ingress.hostName }}
+    http:
+      paths:
+      - path: {{ .Values.clearml_serving_inference.ingress.path }}
+  {{ if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion }}
+        pathType: Prefix
+        backend:
+          service:
+            name: clearml-serving-inference
+            port:
+              number: 8080
+  {{ else }}
+        backend:
+          serviceName: clearml-serving-inference
+          servicePort: 8080
+  {{ end }}
+{{- end }}
--- a/charts/clearml-serving/templates/clearml-serving-inference-service.yaml
+++ b/charts/clearml-serving/templates/clearml-serving-inference-service.yaml
@ -12,5 +12,3 @@ spec:
      targetPort: 8080
  selector:
    clearml.serving.service: clearml-serving-inference
-status:
-  loadBalancer: {}
--- a/charts/clearml-serving/templates/clearml-serving-statistics-deployment.yaml
+++ b/charts/clearml-serving/templates/clearml-serving-statistics-deployment.yaml
@ -40,10 +40,9 @@ spec:
            - name: EXTRA_PYTHON_PACKAGES
              value: '{{ join " " .Values.clearml_serving_statistics.extraPythonPackages }}'
            {{- end }}
-          image: "{{ .Values.clearml_serving_statistics.image }}:{{ .Chart.AppVersion }}"
+          image: "{{ .Values.clearml_serving_statistics.image.repository }}:{{ .Values.clearml_serving_statistics.image.tag }}"
          name: clearml-serving-statistics
          ports:
            - containerPort: 9999
          resources: {}
      restartPolicy: Always
-status: {}
--- a/charts/clearml-serving/templates/clearml-serving-statistics-service.yaml
+++ b/charts/clearml-serving/templates/clearml-serving-statistics-service.yaml
@ -12,5 +12,3 @@ spec:
      targetPort: 9999
  selector:
    clearml.serving.service: clearml-serving-statistics
-status:
-  loadBalancer: {}
--- a/charts/clearml-serving/templates/clearml-serving-triton-deployment.yaml
+++ b/charts/clearml-serving/templates/clearml-serving-triton-deployment.yaml
@ -41,12 +41,11 @@ spec:
            - name: EXTRA_PYTHON_PACKAGES
              value: '{{ join " " .Values.clearml_serving_triton.extraPythonPackages }}'
            {{- end }}
-          image: "{{ .Values.clearml_serving_triton.image }}:{{ .Chart.AppVersion }}"
+          image: "{{ .Values.clearml_serving_triton.image.repository }}:{{ .Values.clearml_serving_triton.image.tag }}"
          name: clearml-serving-triton
          ports:
            - containerPort: 8001
          resources: {}
      restartPolicy: Always
-status: {}
 {{ end }}

--- a/charts/clearml-serving/templates/clearml-serving-triton-ingress.yaml
+++ b/charts/clearml-serving/templates/clearml-serving-triton-ingress.yaml
@ -0,0 +1,42 @@
+{{- if .Values.clearml_serving_triton.enabled -}}
+{{- if .Values.clearml_serving_triton.ingress.enabled -}}
+{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1
+{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1beta1
+{{- else -}}
+apiVersion: extensions/v1beta1
+{{- end }}
+kind: Ingress
+metadata:
+  name: clearml-serving-triton
+  labels:
+    clearml.serving.service: clearml-serving-triton
+  annotations:
+    {{- toYaml .Values.clearml_serving_triton.ingress.annotations | nindent 4 }}
+spec:
+  {{- if .Values.clearml_serving_triton.ingress.tlsSecretName }}
+  tls:
+    - hosts:
+        - {{ .Values.clearml_serving_triton.ingress.hostName }}
+      secretName: {{ .Values.clearml_serving_triton.ingress.tlsSecretName }}
+  {{- end }}
+  rules:
+  - host: {{ .Values.clearml_serving_triton.ingress.hostName }}
+    http:
+      paths:
+      - path: {{ .Values.clearml_serving_triton.ingress.path }}
+  {{ if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion }}
+        pathType: Prefix
+        backend:
+          service:
+            name: clearml-serving-triton
+            port:
+              number: 8001
+  {{ else }}
+        backend:
+          serviceName: clearml-serving-triton
+          servicePort: 8001
+  {{ end }}
+{{- end }}
+{{- end }}
--- a/charts/clearml-serving/templates/clearml-serving-triton-service.yaml
+++ b/charts/clearml-serving/templates/clearml-serving-triton-service.yaml
@ -13,6 +13,4 @@ spec:
      targetPort: 8001
  selector:
    clearml.serving.service: clearml-serving-triton
-status:
-  loadBalancer: {}
 {{ end }}
--- a/charts/clearml-serving/templates/grafana-deployment.yaml
+++ b/charts/clearml-serving/templates/grafana-deployment.yaml
@ -20,7 +20,7 @@ spec:
        clearml.serving.service: grafana
    spec:
      containers:
-        - image: {{ .Values.grafana.image }}
+        - image: "{{ .Values.grafana.image.repository }}:{{ .Values.grafana.image.tag }}"
          name: clearml-serving-grafana
          ports:
            - containerPort: 3000
@ -33,4 +33,3 @@ spec:
        - name: grafana-conf
          secret:
            secretName: grafana-config
-status: {}
--- a/charts/clearml-serving/templates/grafana-ingress.yaml
+++ b/charts/clearml-serving/templates/grafana-ingress.yaml
@ -0,0 +1,40 @@
+{{- if .Values.grafana.ingress.enabled -}}
+{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1
+{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1beta1
+{{- else -}}
+apiVersion: extensions/v1beta1
+{{- end }}
+kind: Ingress
+metadata:
+  name: clearml-serving-grafana
+  labels:
+    clearml.serving.service: clearml-serving-grafana
+  annotations:
+    {{- toYaml .Values.grafana.ingress.annotations | nindent 4 }}
+spec:
+  {{- if .Values.grafana.ingress.tlsSecretName }}
+  tls:
+    - hosts:
+        - {{ .Values.grafana.ingress.hostName }}
+      secretName: {{ .Values.grafana.ingress.tlsSecretName }}
+  {{- end }}
+  rules:
+  - host: {{ .Values.grafana.ingress.hostName }}
+    http:
+      paths:
+      - path: {{ .Values.grafana.ingress.path }}
+  {{ if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion }}
+        pathType: Prefix
+        backend:
+          service:
+            name: clearml-serving-grafana
+            port:
+              number: 3000
+  {{ else }}
+        backend:
+          serviceName: clearml-serving-grafana
+          servicePort: 3000
+  {{ end }}
+{{- end }}
--- a/charts/clearml-serving/templates/grafana-service.yaml
+++ b/charts/clearml-serving/templates/grafana-service.yaml
@ -12,5 +12,3 @@ spec:
      targetPort: 3000
  selector:
    clearml.serving.service: grafana
-status:
-  loadBalancer: {}
--- a/charts/clearml-serving/templates/kafka-deployment.yaml
+++ b/charts/clearml-serving/templates/kafka-deployment.yaml
@ -32,10 +32,9 @@ spec:
              value: clearml-serving-zookeeper:2181
            - name: KAFKA_CREATE_TOPICS
              value: '"topic_test:1:1"'
-          image: {{ .Values.kafka.image }}
+          image: "{{ .Values.kafka.image.repository }}:{{ .Values.kafka.image.tag }}"
          name: clearml-serving-kafka
          ports:
            - containerPort: 9092
          resources: {}
      restartPolicy: Always
-status: {}
--- a/charts/clearml-serving/templates/kafka-service.yaml
+++ b/charts/clearml-serving/templates/kafka-service.yaml
@ -12,5 +12,3 @@ spec:
      targetPort: 9092
  selector:
    clearml.serving.service: kafka
-status:
-  loadBalancer: {}
--- a/charts/clearml-serving/templates/prometheus-deployment.yaml
+++ b/charts/clearml-serving/templates/prometheus-deployment.yaml
@ -27,7 +27,7 @@ spec:
            - --web.console.templates=/etc/prometheus/consoles
            - --storage.tsdb.retention.time=200h
            - --web.enable-lifecycle
-          image: {{ .Values.prometheus.image }}
+          image: "{{ .Values.prometheus.image.repository }}:{{ .Values.prometheus.image.tag }}"
          name: clearml-serving-prometheus
          ports:
            - containerPort: 9090
@ -40,4 +40,3 @@ spec:
        - name: prometheus-conf
          secret:
            secretName: prometheus-config
-status: {}
--- a/charts/clearml-serving/templates/prometheus-service.yaml
+++ b/charts/clearml-serving/templates/prometheus-service.yaml
@ -12,5 +12,3 @@ spec:
      targetPort: 9090
  selector:
    clearml.serving.service: prometheus
-status:
-  loadBalancer: {}
--- a/charts/clearml-serving/templates/zookeeper-deployment.yaml
+++ b/charts/clearml-serving/templates/zookeeper-deployment.yaml
@ -22,10 +22,9 @@ spec:
        - env:
            - name: ALLOW_ANONYMOUS_LOGIN
              value: "yes"
-          image: {{ .Values.zookeeper.image }}
+          image: "{{ .Values.zookeeper.image.repository }}:{{ .Values.zookeeper.image.tag }}"
          name: clearml-serving-zookeeper
          ports:
            - containerPort: 2181
          resources: {}
      restartPolicy: Always
-status: {}
--- a/charts/clearml-serving/templates/zookeeper-service.yaml
+++ b/charts/clearml-serving/templates/zookeeper-service.yaml
@ -12,5 +12,3 @@ spec:
      targetPort: 2181
  selector:
    clearml.serving.service: zookeeper
-status:
-  loadBalancer: {}
--- a/charts/clearml-serving/values.yaml
+++ b/charts/clearml-serving/values.yaml
@ -1,5 +1,4 @@
-# Default values for clearml-serving.
-
+# -- ClearMl generic configurations
 clearml:
  apiAccessKey: "ClearML API Access Key"
  apiSecretKey: "ClearML API Secret Key"
@ -9,83 +8,157 @@ clearml:
  defaultBaseServeUrl: http://127.0.0.1:8080/serve
  servingTaskId: "ClearML Serving Task ID"

+# -- Zookeeper generic configigurations
 zookeeper:
-  image: bitnami/zookeeper:3.7.0
+  image:
+    repository: "bitnami/zookeeper"
+    tag: "3.7.0"
  nodeSelector: {}
  tolerations: []
  affinity: {}
  resources: {}

+# -- Kafka generic configigurations
 kafka:
-  image: bitnami/kafka:3.1.0
+  image:
+    repository: "bitnami/kafka"
+    tag: "3.1.0"
  nodeSelector: {}
  tolerations: []
  affinity: {}
  resources: {}

+# -- Prometheus generic configigurations
 prometheus:
-  image: prom/prometheus:v2.34.0
+  image:
+    repository: "prom/prometheus"
+    tag: "v2.34.0"
  nodeSelector: {}
  tolerations: []
  affinity: {}
  resources: {}

+# -- Grafana generic configigurations
 grafana:
-  image: grafana/grafana:8.4.4-ubuntu
+  image:
+    repository: "grafana/grafana"
+    tag: "8.4.4-ubuntu"
  nodeSelector: {}
  tolerations: []
  affinity: {}
  resources: {}
+  ingress:
+    enabled: false
+    hostName: "serving-grafana.clearml.127-0-0-1.nip.io"
+    tlsSecretName: ""
+    annotations: {}
+    path: "/"

+# -- Alertmanager generic configigurations
 alertmanager:
-  image: prom/alertmanager:v0.23.0
+  image:
+    repository: "prom/alertmanager"
+    tag: "v0.23.0"
  nodeSelector: {}
  tolerations: []
  affinity: {}
  resources: {}

+# -- ClearML serving statistics configurations
 clearml_serving_statistics:
-  image: allegroai/clearml-serving-statistics
+  # -- Container Image
+  image:
+    repository: "allegroai/clearml-serving-statistics"
+    tag: "1.2.0"
+  # -- Node Selector configuration
  nodeSelector: {}
+  # -- Tolerations configuration
  tolerations: []
+  # -- Affinity configuration
  affinity: {}
+  # -- Pod resources definition
  resources: {}
  # -- Extra Python Packages to be installed in running pods
  extraPythonPackages: []
  #  - numpy==1.22.4
  #  - pandas==1.4.2

+# -- ClearML serving inference configurations
 clearml_serving_inference:
-  image: allegroai/clearml-serving-inference
+  # -- Container Image
+  image:
+    repository: "allegroai/clearml-serving-inference"
+    tag: "1.2.0"
+  # -- Node Selector configuration
  nodeSelector: {}
+  # -- Tolerations configuration
  tolerations: []
+  # -- Affinity configuration
  affinity: {}
+  # -- Pod resources definition
  resources: {}
  # -- Extra Python Packages to be installed in running pods
  extraPythonPackages: []
  #  - numpy==1.22.4
  #  - pandas==1.4.2
+  # -- Autoscaling configuration
  autoscaling:
    enabled: false
    minReplicas: 1
    maxReplicas: 11
    targetCPU: 50
    targetMemory: 50
+  # -- Ingress exposing configurations
+  ingress:
+    enabled: false
+    hostName: "serving.clearml.127-0-0-1.nip.io"
+    tlsSecretName: ""
+    annotations: {}
+    path: "/"

+# -- ClearML serving Triton configurations
 clearml_serving_triton:
+  # -- Triton pod creation enable/disable
  enabled: true
-  image: allegroai/clearml-serving-triton
+  # -- Container Image
+  image:
+    repository: "allegroai/clearml-serving-triton"
+    tag: "1.2.0-22.07"
+  # -- Node Selector configuration
  nodeSelector: {}
+  # -- Tolerations configuration
  tolerations: []
+  # -- Affinity configuration
  affinity: {}
+  # -- Pod resources definition
  resources: {}
  # -- Extra Python Packages to be installed in running pods
  extraPythonPackages: []
  #  - numpy==1.22.4
  #  - pandas==1.4.2
+  # -- Autoscaling configuration
  autoscaling:
    enabled: false
    minReplicas: 1
    maxReplicas: 11
    targetCPU: 50
    targetMemory: 50
+  # -- Ingress exposing configurations
+  ingress:
+    enabled: false
+    hostName: "serving-grpc.clearml.127-0-0-1.nip.io"
+    tlsSecretName: ""
+    annotations: {}
+    #  # Example for AWS ALB
+    #  kubernetes.io/ingress.class: alb
+    #  alb.ingress.kubernetes.io/backend-protocol: HTTP
+    #  alb.ingress.kubernetes.io/backend-protocol-version: GRPC
+    #  alb.ingress.kubernetes.io/certificate-arn: <cerntificate arn>
+    #  alb.ingress.kubernetes.io/ssl-redirect: '443'
+    #  alb.ingress.kubernetes.io/listen-ports: '[{"HTTPS":443}]'
+    #  alb.ingress.kubernetes.io/target-type: ip
+    #
+    #  # Example for NNGINX ingress controller
+    #  nginx.ingress.kubernetes.io/ssl-redirect: "true"
+    #  nginx.ingress.kubernetes.io/backend-protocol: "GRPC"
+    path: "/"