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72
charts/clearml-serving/README.md
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@ -1,31 +1,71 @@
# clearml-serving
# ClearML Kubernetes Serving
![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)
![Version: 1.0.0](https://img.shields.io/badge/Version-1.0.0-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
**Homepage:** <https://clear.ml>
## Maintainers
| Name | Email | Url |
| ---- | ------ | --- |
| valeriano-manassero | | <https://github.com/valeriano-manassero> |
## Introduction
The **clearml-serving** is the Kubernetes serving for for [ClearML](https://github.com/allegroai/clearml-serving).
It allows you to serve mopdels on a Kubernetes cluster.
# Upgrading Chart
## Upgrades/ Values upgrades
Updating to latest version of this chart can be done in two steps:
```
helm repo update
helm upgrade clearml-serving allegroai/clearml-serving
```
Changing values on existing installation can be done with:
```
helm upgrade clearml-serving allegroai/clearml-serving --version <CURRENT CHART VERSION> -f custom_values.yaml
```
## Source Code
* <https://github.com/allegroai/clearml-helm-charts>
* <https://github.com/allegroai/clearml>
## Requirements
Kubernetes: `>= 1.19.0-0 < 1.26.0-0`
Kubernetes: `>= 1.21.0-0 < 1.27.0-0`
| Repository | Name | Version |
|------------|------|---------|
| https://charts.bitnami.com/bitnami | kafka | 21.4.0 |
| https://grafana.github.io/helm-charts | grafana | 6.52.3 |
| https://prometheus-community.github.io/helm-charts | prometheus | 19.7.2 |
## Values
| Key | Type | Default | Description |
|-----|------|---------|-------------|
| 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 | 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","ingressClassName":"","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 | 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.ingress | object | `{"annotations":{},"enabled":false,"hostName":"serving.clearml.127-0-0-1.nip.io","ingressClassName":"","path":"/","tlsSecretName":""}` | Ingress exposing configurations |
| clearml_serving_inference.ingress.annotations | object | `{}` | Ingress annotations |
| clearml_serving_inference.ingress.enabled | bool | `false` | Enable/Disable ingress |
| clearml_serving_inference.ingress.hostName | string | `"serving.clearml.127-0-0-1.nip.io"` | Ingress hostname domain |
| clearml_serving_inference.ingress.ingressClassName | string | `""` | ClassName (must be defined if no default ingressClassName is available) |
| clearml_serving_inference.ingress.path | string | `"/"` | Ingress root path url |
| clearml_serving_inference.ingress.tlsSecretName | string | `""` | Reference to secret containing TLS certificate. If set, it enables HTTPS on ingress rule. |
| clearml_serving_inference.nodeSelector | object | `{}` | Node Selector configuration |
| clearml_serving_inference.resources | object | `{}` | Pod resources definition |
| clearml_serving_inference.tolerations | list | `[]` | Tolerations configuration |
@ -36,20 +76,22 @@ Kubernetes: `>= 1.19.0-0 < 1.26.0-0`
| 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 | 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","ingressClassName":"","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 | 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.ingress | object | `{"annotations":{},"enabled":false,"hostName":"serving-grpc.clearml.127-0-0-1.nip.io","ingressClassName":"","path":"/","tlsSecretName":""}` | Ingress exposing configurations |
| clearml_serving_triton.ingress.annotations | object | `{}` | Ingress annotations |
| clearml_serving_triton.ingress.enabled | bool | `false` | Enable/Disable ingress |
| clearml_serving_triton.ingress.hostName | string | `"serving-grpc.clearml.127-0-0-1.nip.io"` | Ingress hostname domain |
| clearml_serving_triton.ingress.ingressClassName | string | `""` | ClassName (must be defined if no default ingressClassName is available) |
| clearml_serving_triton.ingress.path | string | `"/"` | Ingress root path url |
| clearml_serving_triton.ingress.tlsSecretName | string | `""` | Reference to secret containing TLS certificate. If set, it enables HTTPS on ingress rule. |
| 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)
| grafana | object | `{"adminPassword":"clearml","adminUser":"admin","datasources":{"datasources.yaml":{"apiVersion":1,"datasources":[{"access":"proxy","isDefault":true,"name":"Prometheus","type":"prometheus","url":"http://clearml-serving-prometheus-server"}]}},"enabled":true}` | Configuration from https://github.com/grafana/helm-charts/blob/main/charts/grafana/values.yaml |
| kafka | object | `{"enabled":true}` | Configuration from https://github.com/bitnami/charts/blob/main/bitnami/kafka/values.yaml |
| prometheus | object | `{"enabled":true,"kube-state-metrics":{"enabled":false},"prometheus-node-exporter":{"enabled":false},"prometheus-pushgateway":{"enabled":false},"serverFiles":{"prometheus.yml":{"scrape_configs":[{"job_name":"prometheus","static_configs":[{"targets":["localhost:9090"]}]},{"job_name":"clearml-serving-stats","static_configs":[{"targets":["clearml-serving-statistics:9999"]}]}]}}}` | Configuration from https://github.com/prometheus-community/helm-charts/blob/main/charts/prometheus/values.yaml |

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charts/clearml-serving/README.md.gotmpl Normal file
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@ -0,0 +1,38 @@
# ClearML Kubernetes Serving
{{ template "chart.deprecationWarning" . }}
{{ template "chart.badgesSection" . }}
{{ template "chart.description" . }}
{{ template "chart.homepageLine" . }}
{{ template "chart.maintainersSection" . }}
## Introduction
The **clearml-serving** is the Kubernetes serving for for [ClearML](https://github.com/allegroai/clearml-serving).
It allows you to serve mopdels on a Kubernetes cluster.
# Upgrading Chart
## Upgrades/ Values upgrades
Updating to latest version of this chart can be done in two steps:
```
helm repo update
helm upgrade clearml-serving allegroai/clearml-serving
```
Changing values on existing installation can be done with:
```
helm upgrade clearml-serving allegroai/clearml-serving --version <CURRENT CHART VERSION> -f custom_values.yaml
```
{{ template "chart.sourcesSection" . }}
{{ template "chart.requirementsSection" . }}
{{ template "chart.valuesSection" . }}

2
charts/clearml-serving/templates/clearml-serving-backend-networkpolicy.yaml
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@ -1,7 +1,7 @@
apiVersion: networking.k8s.io/v1
kind: NetworkPolicy
metadata:
name: clearml-serving-backend
name: {{ include "clearml-serving.fullname" . }}-backend
spec:
ingress:
- from:

14
charts/clearml-serving/templates/clearml-serving-inference-deployment.yaml
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@ -3,20 +3,20 @@ kind: Deployment
metadata:
annotations: {}
labels:
clearml.serving.service: clearml-serving-inference
name: clearml-serving-inference
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-inference
name: {{ include "clearml-serving.fullname" . }}-inference
spec:
replicas: 1
selector:
matchLabels:
clearml.serving.service: clearml-serving-inference
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-inference
strategy: {}
template:
metadata:
annotations: {}
labels:
clearml.serving.network/clearml-serving-backend: "true"
clearml.serving.service: clearml-serving-inference
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-inference
spec:
containers:
- env:
@ -31,14 +31,14 @@ spec:
- name: CLEARML_WEB_HOST
value: "{{ .Values.clearml.webHost }}"
- name: CLEARML_DEFAULT_KAFKA_SERVE_URL
value: clearml-serving-kafka:9092
value: {{ include "clearml-serving.fullname" . }}-kafka:9092
- name: CLEARML_SERVING_POLL_FREQ
value: "1.0"
- name: CLEARML_DEFAULT_BASE_SERVE_URL
value: "{{ .Values.clearml.defaultBaseServeUrl }}"
- name: CLEARML_DEFAULT_TRITON_GRPC_ADDR
{{- if .Values.clearml_serving_triton.enabled }}
value: "clearml-serving-triton:8001"
value: "{{ include "clearml-serving.fullname" . }}-triton:8001"
{{- else }}
value: ""
{{- end }}
@ -55,7 +55,7 @@ spec:
value: '{{ join " " .Values.clearml_serving_inference.extraPythonPackages }}'
{{- end }}
image: "{{ .Values.clearml_serving_inference.image.repository }}:{{ .Values.clearml_serving_inference.image.tag }}"
name: clearml-serving-inference
name: {{ include "clearml-serving.fullname" . }}-inference
ports:
- containerPort: 8080
resources: {}

6
charts/clearml-serving/templates/clearml-serving-inference-hpa.yaml
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@ -2,16 +2,16 @@
apiVersion: {{ include "common.capabilities.hpa.apiVersion" ( dict "context" $ ) }}
kind: HorizontalPodAutoscaler
metadata:
name: clearml-serving-inference-hpa
name: {{ include "clearml-serving.fullname" . }}-inference-hpa
namespace: {{ .Release.Namespace | quote }}
annotations: {}
labels:
clearml.serving.service: clearml-serving-inference
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-inference
spec:
scaleTargetRef:
apiVersion: "apps/v1"
kind: Deployment
name: clearml-serving-inference
name: {{ include "clearml-serving.fullname" . }}-inference
minReplicas: {{ .Values.clearml_serving_inference.autoscaling.minReplicas }}
maxReplicas: {{ .Values.clearml_serving_inference.autoscaling.maxReplicas }}
metrics:

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charts/clearml-serving/templates/clearml-serving-inference-ingress.yaml
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@ -8,9 +8,9 @@ apiVersion: extensions/v1beta1
{{- end }}
kind: Ingress
metadata:
name: clearml-serving-inference
name: {{ include "clearml-serving.fullname" . }}-inference
labels:
clearml.serving.service: clearml-serving-inference
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-inference
annotations:
{{- toYaml .Values.clearml_serving_inference.ingress.annotations | nindent 4 }}
spec:
@ -29,12 +29,12 @@ spec:
pathType: Prefix
backend:
service:
name: clearml-serving-inference
name: {{ include "clearml-serving.fullname" . }}-inference
port:
number: 8080
{{ else }}
backend:
serviceName: clearml-serving-inference
servicename: {{ include "clearml-serving.fullname" . }}-inference
servicePort: 8080
{{ end }}
{{- end }}

6
charts/clearml-serving/templates/clearml-serving-inference-service.yaml
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@ -3,12 +3,12 @@ kind: Service
metadata:
annotations: {}
labels:
clearml.serving.service: clearml-serving-inference
name: clearml-serving-inference
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-inference
name: {{ include "clearml-serving.fullname" . }}-inference
spec:
ports:
- name: "8080"
port: 8080
targetPort: 8080
selector:
clearml.serving.service: clearml-serving-inference
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-inference

12
charts/clearml-serving/templates/clearml-serving-statistics-deployment.yaml
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@ -3,20 +3,20 @@ kind: Deployment
metadata:
annotations: {}
labels:
clearml.serving.service: clearml-serving-statistics
name: clearml-serving-statistics
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-statistics
name: {{ include "clearml-serving.fullname" . }}-statistics
spec:
replicas: 1
selector:
matchLabels:
clearml.serving.service: clearml-serving-statistics
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-statistics
strategy: {}
template:
metadata:
annotations: {}
labels:
clearml.serving.network/clearml-serving-backend: "true"
clearml.serving.service: clearml-serving-statistics
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-statistics
spec:
containers:
- env:
@ -31,7 +31,7 @@ spec:
- name: CLEARML_WEB_HOST
value: "{{ .Values.clearml.webHost }}"
- name: CLEARML_DEFAULT_KAFKA_SERVE_URL
value: clearml-serving-kafka:9092
value: {{ include "clearml-serving.fullname" . }}-kafka:9092
- name: CLEARML_SERVING_POLL_FREQ
value: "1.0"
- name: CLEARML_SERVING_TASK_ID
@ -41,7 +41,7 @@ spec:
value: '{{ join " " .Values.clearml_serving_statistics.extraPythonPackages }}'
{{- end }}
image: "{{ .Values.clearml_serving_statistics.image.repository }}:{{ .Values.clearml_serving_statistics.image.tag }}"
name: clearml-serving-statistics
name: {{ include "clearml-serving.fullname" . }}-statistics
ports:
- containerPort: 9999
resources: {}

6
charts/clearml-serving/templates/clearml-serving-statistics-service.yaml
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@ -3,12 +3,12 @@ kind: Service
metadata:
annotations: {}
labels:
clearml.serving.service: clearml-serving-statistics
name: clearml-serving-statistics
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-statistics
name: {{ include "clearml-serving.fullname" . }}-statistics
spec:
ports:
- name: "9999"
port: 9999
targetPort: 9999
selector:
clearml.serving.service: clearml-serving-statistics
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-statistics

10
charts/clearml-serving/templates/clearml-serving-triton-deployment.yaml
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@ -4,20 +4,20 @@ kind: Deployment
metadata:
annotations: {}
labels:
clearml.serving.service: clearml-serving-triton
name: clearml-serving-triton
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-triton
name: {{ include "clearml-serving.fullname" . }}-triton
spec:
replicas: 1
selector:
matchLabels:
clearml.serving.service: clearml-serving-triton
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-triton
strategy: {}
template:
metadata:
annotations: {}
labels:
clearml.serving.network/clearml-serving-backend: "true"
clearml.serving.service: clearml-serving-triton
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-triton
spec:
containers:
- env:
@ -42,7 +42,7 @@ spec:
value: '{{ join " " .Values.clearml_serving_triton.extraPythonPackages }}'
{{- end }}
image: "{{ .Values.clearml_serving_triton.image.repository }}:{{ .Values.clearml_serving_triton.image.tag }}"
name: clearml-serving-triton
name: {{ include "clearml-serving.fullname" . }}-triton
ports:
- containerPort: 8001
resources: {}

6
charts/clearml-serving/templates/clearml-serving-triton-hpa.yaml
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@ -2,16 +2,16 @@
apiVersion: {{ include "common.capabilities.hpa.apiVersion" ( dict "context" $ ) }}
kind: HorizontalPodAutoscaler
metadata:
name: clearml-serving-triton-hpa
name: {{ include "clearml-serving.fullname" . }}-triton-hpa
namespace: {{ .Release.Namespace | quote }}
annotations: {}
labels:
clearml.serving.service: clearml-serving-triton
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-triton
spec:
scaleTargetRef:
apiVersion: "apps/v1"
kind: Deployment
name: clearml-serving-triton
name: {{ include "clearml-serving.fullname" . }}-triton
minReplicas: {{ .Values.clearml_serving_triton.autoscaling.minReplicas }}
maxReplicas: {{ .Values.clearml_serving_triton.autoscaling.maxReplicas }}
metrics:

8
charts/clearml-serving/templates/clearml-serving-triton-ingress.yaml
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@ -9,9 +9,9 @@ apiVersion: extensions/v1beta1
{{- end }}
kind: Ingress
metadata:
name: clearml-serving-triton
name: {{ include "clearml-serving.fullname" . }}-triton
labels:
clearml.serving.service: clearml-serving-triton
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-triton
annotations:
{{- toYaml .Values.clearml_serving_triton.ingress.annotations | nindent 4 }}
spec:
@ -30,12 +30,12 @@ spec:
pathType: Prefix
backend:
service:
name: clearml-serving-triton
name: {{ include "clearml-serving.fullname" . }}-triton
port:
number: 8001
{{ else }}
backend:
serviceName: clearml-serving-triton
servicename: {{ include "clearml-serving.fullname" . }}-triton
servicePort: 8001
{{ end }}
{{- end }}

6
charts/clearml-serving/templates/clearml-serving-triton-service.yaml
View File

@ -4,13 +4,13 @@ kind: Service
metadata:
annotations: {}
labels:
clearml.serving.service: clearml-serving-triton
name: clearml-serving-triton
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-triton
name: {{ include "clearml-serving.fullname" . }}-triton
spec:
ports:
- name: "8001"
port: 8001
targetPort: 8001
selector:
clearml.serving.service: clearml-serving-triton
clearml.serving.service: {{ include "clearml-serving.fullname" . }}-triton
{{ end }}

22
charts/clearml-serving/values.yaml
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@ -122,7 +122,29 @@ prometheus:
enabled: false
prometheus-pushgateway:
enabled: false
serverFiles:
prometheus.yml:
scrape_configs:
- job_name: prometheus
static_configs:
- targets:
- localhost:9090
- job_name: "clearml-serving-stats"
static_configs:
- targets:
- "clearml-serving-statistics:9999"
# -- Configuration from https://github.com/grafana/helm-charts/blob/main/charts/grafana/values.yaml
grafana:
enabled: true
adminUser: admin
adminPassword: clearml
datasources:
datasources.yaml:
apiVersion: 1
datasources:
- name: Prometheus
type: prometheus
url: "http://clearml-serving-prometheus-server"
access: proxy
isDefault: true