mirror of
https://github.com/clearml/clearml-helm-charts
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* Added: reference to Apache2 license * Changed: bump up version * Fixed: License reference
4.7 KiB
4.7 KiB
clearml-agent
MLOps platform
Homepage: https://clear.ml
Maintainers
| Name | Url | |
|---|---|---|
| valeriano-manassero | https://github.com/valeriano-manassero |
Source Code
Requirements
Kubernetes: >= 1.19.0-0 < 1.25.0-0
Values
| Key | Type | Default | Description |
|---|---|---|---|
| agentk8sglue | object | {"apiServerUrlReference":"https://api.clear.ml","clearmlcheckCertificate":true,"defaultContainerImage":"ubuntu:18.04","fileServerUrlReference":"https://files.clear.ml","id":"k8s-agent","image":{"repository":"allegroai/clearml-agent-k8s-base","tag":"1.24-18"},"maxPods":10,"podTemplate":{"env":[],"nodeSelector":{},"resources":{},"tolerations":[],"volumes":[]},"queue":"default","replicaCount":1,"serviceAccountName":"default","webServerUrlReference":"https://app.clear.ml"} |
This agent will spawn queued experiments in new pods, a good use case is to combine this with GPU autoscaling nodes. https://github.com/allegroai/clearml-agent/tree/master/docker/k8s-glue |
| agentk8sglue.apiServerUrlReference | string | "https://api.clear.ml" |
Reference to Api server url |
| agentk8sglue.clearmlcheckCertificate | bool | true |
Check certificates validity for evefry UrlReference below. |
| agentk8sglue.defaultContainerImage | string | "ubuntu:18.04" |
default container image for ClearML Task pod |
| agentk8sglue.fileServerUrlReference | string | "https://files.clear.ml" |
Reference to File server url |
| agentk8sglue.id | string | "k8s-agent" |
ClearML worker ID (must be unique across the entire ClearMLenvironment) |
| agentk8sglue.image | object | {"repository":"allegroai/clearml-agent-k8s-base","tag":"1.24-18"} |
Glue Agent image configuration |
| agentk8sglue.maxPods | int | 10 |
maximum concurrent consume ClearML Task pod |
| agentk8sglue.podTemplate | object | {"env":[],"nodeSelector":{},"resources":{},"tolerations":[],"volumes":[]} |
template for pods spawned to consume ClearML Task |
| agentk8sglue.podTemplate.env | list | [] |
environment variables for pods spawned to consume ClearML Task (example in values.yaml comments) |
| agentk8sglue.podTemplate.nodeSelector | object | {} |
nodeSelector setup for pods spawned to consume ClearML Task (example in values.yaml comments) |
| agentk8sglue.podTemplate.resources | object | {} |
resources declaration for pods spawned to consume ClearML Task (example in values.yaml comments) |
| agentk8sglue.podTemplate.tolerations | list | [] |
tolerations setup for pods spawned to consume ClearML Task (example in values.yaml comments) |
| agentk8sglue.podTemplate.volumes | list | [] |
volumes definition for pods spawned to consume ClearML Task (example in values.yaml comments) |
| agentk8sglue.queue | string | "default" |
ClearML queue this agent will consume |
| agentk8sglue.replicaCount | int | 1 |
Glue Agent number of pods |
| agentk8sglue.serviceAccountName | string | "default" |
serviceAccountName for pods spawned to consume ClearML Task |
| agentk8sglue.webServerUrlReference | string | "https://app.clear.ml" |
Reference to Web server url |
| clearml | object | {"agentk8sglueKey":"ACCESSKEY","agentk8sglueSecret":"SECRETKEY","clearmlConfig":"sdk {\n}"} |
ClearMl generic configurations |
| clearml.agentk8sglueKey | string | "ACCESSKEY" |
Agent k8s Glue basic auth key |
| clearml.agentk8sglueSecret | string | "SECRETKEY" |
Agent k8s Glue basic auth secret |
| clearml.clearmlConfig | string | "sdk {\n}" |
ClearML configuration file |
| imageCredentials | object | {"email":"someone@host.com","enabled":false,"existingSecret":"","password":"pwd","registry":"docker.io","username":"someone"} |
Private image registry configuration |
| imageCredentials.email | string | "someone@host.com" |
|
| imageCredentials.enabled | bool | false |
Use private authentication mode |
| imageCredentials.existingSecret | string | "" |
If this is set, chart will not generate a secret but will use what is defined here |
| imageCredentials.password | string | "pwd" |
Registry password |
| imageCredentials.registry | string | "docker.io" |
Registry name |
| imageCredentials.username | string | "someone" |
Registry username |
Autogenerated from chart metadata using helm-docs v1.11.0