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* [bitnami/mlflow] Release 1.2.3 updating components versions Signed-off-by: Bitnami Containers <bitnami-bot@vmware.com> * Update CHANGELOG.md Signed-off-by: Bitnami Containers <bitnami-bot@vmware.com> * Update CHANGELOG.md Signed-off-by: Bitnami Containers <bitnami-bot@vmware.com> * Update CHANGELOG.md Signed-off-by: Bitnami Containers <bitnami-bot@vmware.com> * Update CHANGELOG.md Signed-off-by: Bitnami Containers <bitnami-bot@vmware.com> * Update CHANGELOG.md Signed-off-by: Bitnami Containers <bitnami-bot@vmware.com> --------- Signed-off-by: Bitnami Containers <bitnami-bot@vmware.com> Signed-off-by: Fran Mulero <fmulero@vmware.com> Co-authored-by: Fran Mulero <fmulero@vmware.com>
1422 lines
60 KiB
YAML
1422 lines
60 KiB
YAML
# Copyright Broadcom, Inc. All Rights Reserved.
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# SPDX-License-Identifier: APACHE-2.0
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## @section Global parameters
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## Global Docker image parameters
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## Please, note that this will override the image parameters, including dependencies, configured to use the global value
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## Current available global Docker image parameters: imageRegistry, imagePullSecrets and storageClass
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##
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## @param global.imageRegistry Global Docker image registry
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## @param global.imagePullSecrets Global Docker registry secret names as an array
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## @param global.storageClass Global StorageClass for Persistent Volume(s)
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##
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global:
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imageRegistry: ""
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## E.g.
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## imagePullSecrets:
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## - myRegistryKeySecretName
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##
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imagePullSecrets: []
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storageClass: ""
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## Compatibility adaptations for Kubernetes platforms
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##
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compatibility:
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## Compatibility adaptations for Openshift
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##
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openshift:
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## @param global.compatibility.openshift.adaptSecurityContext Adapt the securityContext sections of the deployment to make them compatible with Openshift restricted-v2 SCC: remove runAsUser, runAsGroup and fsGroup and let the platform use their allowed default IDs. Possible values: auto (apply if the detected running cluster is Openshift), force (perform the adaptation always), disabled (do not perform adaptation)
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##
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adaptSecurityContext: auto
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## @section Common parameters
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##
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## @param kubeVersion Override Kubernetes version
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##
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kubeVersion: ""
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## @param nameOverride String to partially override common.names.name
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##
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nameOverride: ""
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## @param fullnameOverride String to fully override common.names.fullname
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##
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fullnameOverride: ""
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## @param namespaceOverride String to fully override common.names.namespace
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##
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namespaceOverride: ""
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## @param commonLabels Labels to add to all deployed objects
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##
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commonLabels: {}
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## @param commonAnnotations Annotations to add to all deployed objects
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##
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commonAnnotations: {}
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## @param clusterDomain Kubernetes cluster domain name
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##
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clusterDomain: cluster.local
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## @param extraDeploy Array of extra objects to deploy with the release
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##
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extraDeploy: []
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## Enable diagnostic mode in the deployment
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##
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diagnosticMode:
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## @param diagnosticMode.enabled Enable diagnostic mode (all probes will be disabled and the command will be overridden)
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##
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enabled: false
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## @param diagnosticMode.command Command to override all containers in the deployment
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##
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command:
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- sleep
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## @param diagnosticMode.args Args to override all containers in the deployment
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##
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args:
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- infinity
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## @section MLflow common Parameters
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##
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## Bitnami mlflow image
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## ref: https://hub.docker.com/r/bitnami/mlflow/tags/
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## @param image.registry [default: REGISTRY_NAME] mlflow image registry
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## @param image.repository [default: REPOSITORY_NAME/mlflow] mlflow image repository
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## @skip image.tag mlflow image tag (immutable tags are recommended)
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## @param image.digest mlflow image digest in the way sha256:aa.... Please note this parameter, if set, will override the tag image tag (immutable tags are recommended)
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## @param image.pullPolicy mlflow image pull policy
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## @param image.pullSecrets mlflow image pull secrets
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## @param image.debug Enable mlflow image debug mode
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##
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image:
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registry: docker.io
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repository: bitnami/mlflow
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tag: 2.13.1-debian-12-r0
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digest: ""
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## Specify a imagePullPolicy
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## Defaults to 'Always' if image tag is 'latest', else set to 'IfNotPresent'
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## ref: https://kubernetes.io/docs/concepts/containers/images/#pre-pulled-images
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##
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pullPolicy: IfNotPresent
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## Optionally specify an array of imagePullSecrets.
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## Secrets must be manually created in the namespace.
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## ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
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## e.g:
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## pullSecrets:
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## - myRegistryKeySecretName
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##
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pullSecrets: []
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## Enable debug mode
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##
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debug: false
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## Bitnami git image version
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## ref: https://hub.docker.com/r/bitnami/git/tags/
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## @param gitImage.registry [default: REGISTRY_NAME] Git image registry
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## @param gitImage.repository [default: REPOSITORY_NAME/git] Git image repository
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## @skip gitImage.tag Git image tag (immutable tags are recommended)
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## @param gitImage.digest Git image digest in the way sha256:aa.... Please note this parameter, if set, will override the tag
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## @param gitImage.pullPolicy Git image pull policy
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## @param gitImage.pullSecrets Specify docker-registry secret names as an array
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##
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gitImage:
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registry: docker.io
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repository: bitnami/git
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tag: 2.45.1-debian-12-r0
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digest: ""
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pullPolicy: IfNotPresent
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## Optionally specify an array of imagePullSecrets.
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## Secrets must be manually created in the namespace.
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## ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
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## Example:
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## pullSecrets:
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## - myRegistryKeySecretName
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##
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pullSecrets: []
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## @section MLflow Tracking parameters
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##
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tracking:
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## @param tracking.enabled Enable Tracking server
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##
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enabled: true
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## @param tracking.replicaCount Number of mlflow replicas to deploy
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##
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replicaCount: 1
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## @param tracking.containerPorts.http mlflow HTTP container port
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##
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containerPorts:
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http: 5000
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## Configure extra options for mlflow containers' liveness and readiness probes
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## ref: https://kubernetes.io/docs/tasks/configure-pod-container/configure-liveness-readiness-probes/#configure-probes
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## @param tracking.livenessProbe.enabled Enable livenessProbe on mlflow containers
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## @param tracking.livenessProbe.initialDelaySeconds Initial delay seconds for livenessProbe
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## @param tracking.livenessProbe.periodSeconds Period seconds for livenessProbe
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## @param tracking.livenessProbe.timeoutSeconds Timeout seconds for livenessProbe
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## @param tracking.livenessProbe.failureThreshold Failure threshold for livenessProbe
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## @param tracking.livenessProbe.successThreshold Success threshold for livenessProbe
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##
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livenessProbe:
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enabled: true
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initialDelaySeconds: 5
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periodSeconds: 10
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timeoutSeconds: 5
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failureThreshold: 5
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successThreshold: 1
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## @param tracking.readinessProbe.enabled Enable readinessProbe on mlflow containers
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## @param tracking.readinessProbe.initialDelaySeconds Initial delay seconds for readinessProbe
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## @param tracking.readinessProbe.periodSeconds Period seconds for readinessProbe
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## @param tracking.readinessProbe.timeoutSeconds Timeout seconds for readinessProbe
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## @param tracking.readinessProbe.failureThreshold Failure threshold for readinessProbe
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## @param tracking.readinessProbe.successThreshold Success threshold for readinessProbe
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##
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readinessProbe:
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enabled: true
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initialDelaySeconds: 5
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periodSeconds: 10
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timeoutSeconds: 5
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failureThreshold: 5
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successThreshold: 1
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## @param tracking.startupProbe.enabled Enable startupProbe on mlflow containers
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## @param tracking.startupProbe.initialDelaySeconds Initial delay seconds for startupProbe
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## @param tracking.startupProbe.periodSeconds Period seconds for startupProbe
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## @param tracking.startupProbe.timeoutSeconds Timeout seconds for startupProbe
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## @param tracking.startupProbe.failureThreshold Failure threshold for startupProbe
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## @param tracking.startupProbe.successThreshold Success threshold for startupProbe
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##
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startupProbe:
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enabled: false
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initialDelaySeconds: 5
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periodSeconds: 10
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timeoutSeconds: 5
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failureThreshold: 5
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successThreshold: 1
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## @param tracking.customLivenessProbe Custom livenessProbe that overrides the default one
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##
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customLivenessProbe: {}
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## @param tracking.customReadinessProbe Custom readinessProbe that overrides the default one
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##
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customReadinessProbe: {}
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## @param tracking.customStartupProbe Custom startupProbe that overrides the default one
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##
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customStartupProbe: {}
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## mlflow resource requests and limits
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## ref: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
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## @param tracking.resourcesPreset Set container resources according to one common preset (allowed values: none, nano, micro, small, medium, large, xlarge, 2xlarge). This is ignored if tracking.resources is set (tracking.resources is recommended for production).
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## More information: https://github.com/bitnami/charts/blob/main/bitnami/common/templates/_resources.tpl#L15
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##
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resourcesPreset: "small"
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## @param tracking.resources Set container requests and limits for different resources like CPU or memory (essential for production workloads)
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## Example:
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## resources:
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## requests:
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## cpu: 2
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## memory: 512Mi
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## limits:
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## cpu: 3
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## memory: 1024Mi
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##
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resources: {}
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## Configure Pods Security Context
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## ref: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-pod
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## @param tracking.podSecurityContext.enabled Enabled mlflow pods' Security Context
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## @param tracking.podSecurityContext.fsGroupChangePolicy Set filesystem group change policy
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## @param tracking.podSecurityContext.sysctls Set kernel settings using the sysctl interface
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## @param tracking.podSecurityContext.supplementalGroups Set filesystem extra groups
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## @param tracking.podSecurityContext.fsGroup Set mlflow pod's Security Context fsGroup
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##
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podSecurityContext:
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enabled: true
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fsGroupChangePolicy: Always
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sysctls: []
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supplementalGroups: []
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fsGroup: 1001
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## Configure Container Security Context
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## ref: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-container
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## @param tracking.containerSecurityContext.enabled Enabled containers' Security Context
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## @param tracking.containerSecurityContext.seLinuxOptions [object,nullable] Set SELinux options in container
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## @param tracking.containerSecurityContext.runAsUser Set containers' Security Context runAsUser
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## @param tracking.containerSecurityContext.runAsGroup Set containers' Security Context runAsGroup
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## @param tracking.containerSecurityContext.privileged Set containers' Security Context privileged
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## @param tracking.containerSecurityContext.runAsNonRoot Set containers' Security Context runAsNonRoot
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## @param tracking.containerSecurityContext.readOnlyRootFilesystem Set containers' Security Context runAsNonRoot
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## @param tracking.containerSecurityContext.allowPrivilegeEscalation Set container's privilege escalation
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## @param tracking.containerSecurityContext.capabilities.drop Set container's Security Context runAsNonRoot
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## @param tracking.containerSecurityContext.seccompProfile.type Set container's Security Context seccomp profile
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##
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containerSecurityContext:
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enabled: true
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seLinuxOptions: {}
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runAsUser: 1001
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runAsGroup: 1001
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runAsNonRoot: true
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privileged: false
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readOnlyRootFilesystem: true
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allowPrivilegeEscalation: false
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capabilities:
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drop: ["ALL"]
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seccompProfile:
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type: "RuntimeDefault"
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## Basic authentication
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## @param tracking.auth.enabled Enable basic authentication
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## @param tracking.auth.username Admin username
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## @param tracking.auth.password Admin password
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## @param tracking.auth.existingSecret Name of a secret containing the admin password
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## @param tracking.auth.existingSecretUserKey Key inside the secret containing the admin password
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## @param tracking.auth.existingSecretPasswordKey Key inside the secret containing the admin password
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## @param tracking.auth.extraOverrides Add extra settings to the basic_auth.ini file
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## @param tracking.auth.overridesConfigMap Name of a ConfigMap containing overrides to the basic_auth.ini file
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auth:
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enabled: true
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username: user
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password: ""
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existingSecret: ""
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existingSecretUserKey: ""
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existingSecretPasswordKey: ""
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extraOverrides: {}
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overridesConfigMap: ""
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## TLS configuration
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##
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tls:
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## @param tracking.tls.enabled Enable TLS traffic support
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##
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enabled: false
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## @param tracking.tls.autoGenerated Generate automatically self-signed TLS certificates
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##
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autoGenerated: false
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## @param tracking.tls.certificatesSecret Name of an existing secret that contains the certificates
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##
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certificatesSecret: ""
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## @param tracking.tls.certFilename Certificate filename
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##
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certFilename: ""
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## @param tracking.tls.certKeyFilename Certificate key filename
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##
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certKeyFilename: ""
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## @param tracking.tls.certCAFilename CA Certificate filename
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## If provided, PostgreSQL will authenticate TLS/SSL clients by requesting them a certificate
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## ref: https://www.postgresql.org/docs/9.6/auth-methods.html
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##
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certCAFilename: ""
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## @param tracking.command Override default container command (useful when using custom images)
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##
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command: []
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## @param tracking.args Override default container args (useful when using custom images)
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##
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args: []
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## @param tracking.extraArgs Add extra arguments together with the default ones
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##
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extraArgs: []
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## @param tracking.runUpgradeDB Add an init container to run mlflow db upgrade
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##
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runUpgradeDB: false
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## @param tracking.automountServiceAccountToken Mount Service Account token in pod
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##
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automountServiceAccountToken: false
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## @param tracking.hostAliases mlflow pods host aliases
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## https://kubernetes.io/docs/concepts/services-networking/add-entries-to-pod-etc-hosts-with-host-aliases/
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##
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hostAliases: []
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## @param tracking.podLabels Extra labels for mlflow pods
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## ref: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/
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##
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podLabels: {}
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## @param tracking.podAnnotations Annotations for mlflow pods
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## ref: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/
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##
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podAnnotations: {}
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## @param tracking.podAffinityPreset Pod affinity preset. Ignored if `.affinity` is set. Allowed values: `soft` or `hard`
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## ref: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#inter-pod-affinity-and-anti-affinity
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##
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podAffinityPreset: ""
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## @param tracking.podAntiAffinityPreset Pod anti-affinity preset. Ignored if `.affinity` is set. Allowed values: `soft` or `hard`
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## ref: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#inter-pod-affinity-and-anti-affinity
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##
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podAntiAffinityPreset: soft
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## Pod Disruption Budget configuration
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## ref: https://kubernetes.io/docs/tasks/run-application/configure-pdb
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## @param tracking.pdb.create Enable/disable a Pod Disruption Budget creation
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## @param tracking.pdb.minAvailable Minimum number/percentage of pods that should remain scheduled
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## @param tracking.pdb.maxUnavailable Maximum number/percentage of pods that may be made unavailable
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##
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pdb:
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create: false
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minAvailable: "1"
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maxUnavailable: ""
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## Autoscaling configuration
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## ref: https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale/
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##
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autoscaling:
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hpa:
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## @param tracking.autoscaling.hpa.enabled Enable HPA
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##
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enabled: false
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## @param tracking.autoscaling.hpa.minReplicas Minimum number of replicas
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##
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minReplicas: ""
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## @param tracking.autoscaling.hpa.maxReplicas Maximum number of replicas
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##
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maxReplicas: ""
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## @param tracking.autoscaling.hpa.targetCPU Target CPU utilization percentage
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##
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targetCPU: ""
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## @param tracking.autoscaling.hpa.targetMemory Target Memory utilization percentage
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##
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targetMemory: ""
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vpa:
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## @param tracking.autoscaling.vpa.enabled Enable VPA
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##
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enabled: false
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## @param tracking.autoscaling.vpa.annotations Annotations for VPA resource
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##
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annotations: {}
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## @param tracking.autoscaling.vpa.controlledResources VPA List of resources that the vertical pod autoscaler can control. Defaults to cpu and memory
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##
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controlledResources: []
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## @param tracking.autoscaling.vpa.maxAllowed VPA Max allowed resources for the pod
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## cpu: 200m
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## memory: 100Mi
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maxAllowed: {}
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## @param tracking.autoscaling.vpa.minAllowed VPA Min allowed resources for the pod
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## cpu: 200m
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## memory: 100Mi
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minAllowed: {}
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updatePolicy:
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## @param tracking.autoscaling.vpa.updatePolicy.updateMode Autoscaling update policy Specifies whether recommended updates are applied when a Pod is started and whether recommended updates are applied during the life of a Pod
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## Possible values are "Off", "Initial", "Recreate", and "Auto".
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##
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updateMode: Auto
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## Node .affinity preset
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## ref: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#node-affinity
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##
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nodeAffinityPreset:
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## @param tracking.nodeAffinityPreset.type Node affinity preset type. Ignored if `.affinity` is set. Allowed values: `soft` or `hard`
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##
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type: ""
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## @param tracking.nodeAffinityPreset.key Node label key to match. Ignored if `.affinity` is set
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##
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key: ""
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## @param tracking.nodeAffinityPreset.values Node label values to match. Ignored if `.affinity` is set
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## E.g.
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## values:
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## - e2e-az1
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## - e2e-az2
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##
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values: []
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## @param tracking.affinity Affinity for mlflow pods assignment
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## ref: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/#affinity-and-anti-affinity
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## NOTE: `.podAffinityPreset`, `.podAntiAffinityPreset`, and `.nodeAffinityPreset` will be ignored when it's set
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##
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affinity: {}
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## @param tracking.nodeSelector Node labels for mlflow pods assignment
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## ref: https://kubernetes.io/docs/tasks/configure-pod-container/assign-pods-nodes/
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##
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nodeSelector: {}
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## @param tracking.tolerations Tolerations for mlflow pods assignment
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## ref: https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
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##
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tolerations: []
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## @param tracking.updateStrategy.type mlflow statefulset strategy type
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## ref: https://kubernetes.io/docs/concepts/workloads/controllers/statefulset/#update-strategies
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##
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updateStrategy:
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## StrategyType
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## Can be set to RollingUpdate or OnDelete
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##
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type: RollingUpdate
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## @param tracking.priorityClassName mlflow pods' priorityClassName
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##
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priorityClassName: ""
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## @param tracking.topologySpreadConstraints Topology Spread Constraints for pod assignment spread across your cluster among failure-domains. Evaluated as a template
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## Ref: https://kubernetes.io/docs/concepts/workloads/pods/pod-topology-spread-constraints/#spread-constraints-for-pods
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##
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topologySpreadConstraints: []
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## @param tracking.schedulerName Name of the k8s scheduler (other than default) for mlflow pods
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## ref: https://kubernetes.io/docs/tasks/administer-cluster/configure-multiple-schedulers/
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##
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schedulerName: ""
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## @param tracking.terminationGracePeriodSeconds Seconds Redmine pod needs to terminate gracefully
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## ref: https://kubernetes.io/docs/concepts/workloads/pods/pod/#termination-of-pods
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##
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terminationGracePeriodSeconds: ""
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## @param tracking.lifecycleHooks for the mlflow container(s) to automate configuration before or after startup
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##
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lifecycleHooks: {}
|
|
## @param tracking.extraEnvVars Array with extra environment variables to add to mlflow nodes
|
|
## e.g:
|
|
## extraEnvVars:
|
|
## - name: FOO
|
|
## value: "bar"
|
|
##
|
|
extraEnvVars: []
|
|
## @param tracking.extraEnvVarsCM Name of existing ConfigMap containing extra env vars for mlflow nodes
|
|
##
|
|
extraEnvVarsCM: ""
|
|
## @param tracking.extraEnvVarsSecret Name of existing Secret containing extra env vars for mlflow nodes
|
|
##
|
|
extraEnvVarsSecret: ""
|
|
## @param tracking.extraVolumes Optionally specify extra list of additional volumes for the mlflow pod(s)
|
|
##
|
|
extraVolumes: []
|
|
## @param tracking.extraVolumeMounts Optionally specify extra list of additional volumeMounts for the mlflow container(s)
|
|
##
|
|
extraVolumeMounts: []
|
|
## @param tracking.sidecars Add additional sidecar containers to the mlflow pod(s)
|
|
## e.g:
|
|
## sidecars:
|
|
## - name: your-image-name
|
|
## image: your-image
|
|
## imagePullPolicy: Always
|
|
## ports:
|
|
## - name: portname
|
|
## containerPort: 1234
|
|
##
|
|
sidecars: []
|
|
## @param tracking.enableDefaultInitContainers Add default init containers to the deployment
|
|
##
|
|
enableDefaultInitContainers: true
|
|
## @param tracking.initContainers Add additional init containers to the mlflow pod(s)
|
|
## ref: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/
|
|
## e.g:
|
|
## initContainers:
|
|
## - name: your-image-name
|
|
## image: your-image
|
|
## imagePullPolicy: Always
|
|
## command: ['sh', '-c', 'echo "hello world"']
|
|
##
|
|
initContainers: []
|
|
## @section MLflow Tracking Traffic Exposure Parameters
|
|
##
|
|
|
|
## mlflow service parameters
|
|
##
|
|
service:
|
|
## @param tracking.service.type mlflow service type
|
|
##
|
|
type: LoadBalancer
|
|
## @param tracking.service.ports.http mlflow service HTTP port
|
|
## @param tracking.service.ports.https mlflow service HTTPS port
|
|
##
|
|
ports:
|
|
http: 80
|
|
https: 443
|
|
## Node ports to expose
|
|
## @param tracking.service.nodePorts.http Node port for HTTP
|
|
## @param tracking.service.nodePorts.https Node port for HTTPS
|
|
## NOTE: choose port between <30000-32767>
|
|
##
|
|
nodePorts:
|
|
http: ""
|
|
https: ""
|
|
## @param tracking.service.clusterIP mlflow service Cluster IP
|
|
## e.g.:
|
|
## clusterIP: None
|
|
##
|
|
clusterIP: ""
|
|
## @param tracking.service.loadBalancerIP mlflow service Load Balancer IP
|
|
## ref: https://kubernetes.io/docs/concepts/services-networking/service/#type-loadbalancer
|
|
##
|
|
loadBalancerIP: ""
|
|
## @param tracking.service.loadBalancerSourceRanges mlflow service Load Balancer sources
|
|
## ref: https://kubernetes.io/docs/tasks/access-application-cluster/configure-cloud-provider-firewall/#restrict-access-for-loadbalancer-service
|
|
## e.g:
|
|
## loadBalancerSourceRanges:
|
|
## - 10.10.10.0/24
|
|
##
|
|
loadBalancerSourceRanges: []
|
|
## @param tracking.service.labels Add labels to the service object
|
|
##
|
|
labels: {}
|
|
## @param tracking.service.externalTrafficPolicy mlflow service external traffic policy
|
|
## ref http://kubernetes.io/docs/tasks/access-application-cluster/create-external-load-balancer/#preserving-the-client-source-ip
|
|
##
|
|
externalTrafficPolicy: Cluster
|
|
## @param tracking.service.annotations Additional custom annotations for mlflow service
|
|
##
|
|
annotations: {}
|
|
## @param tracking.service.extraPorts Extra ports to expose in mlflow service (normally used with the `sidecars` value)
|
|
##
|
|
extraPorts: []
|
|
## @param tracking.service.sessionAffinity Control where client requests go, to the same pod or round-robin
|
|
## Values: ClientIP or None
|
|
## ref: https://kubernetes.io/docs/concepts/services-networking/service/
|
|
##
|
|
sessionAffinity: None
|
|
## @param tracking.service.sessionAffinityConfig Additional settings for the sessionAffinity
|
|
## sessionAffinityConfig:
|
|
## clientIP:
|
|
## timeoutSeconds: 300
|
|
##
|
|
sessionAffinityConfig: {}
|
|
## mlflow ingress parameters
|
|
## ref: https://kubernetes.io/docs/concepts/services-networking/ingress/
|
|
##
|
|
ingress:
|
|
## @param tracking.ingress.enabled Enable ingress record generation for mlflow
|
|
##
|
|
enabled: false
|
|
## @param tracking.ingress.pathType Ingress path type
|
|
##
|
|
pathType: ImplementationSpecific
|
|
## @param tracking.ingress.hostname Default host for the ingress record
|
|
##
|
|
hostname: mlflow.local
|
|
## @param tracking.ingress.ingressClassName IngressClass that will be be used to implement the Ingress (Kubernetes 1.18+)
|
|
## This is supported in Kubernetes 1.18+ and required if you have more than one IngressClass marked as the default for your cluster .
|
|
## ref: https://kubernetes.io/blog/2020/04/02/improvements-to-the-ingress-api-in-kubernetes-1.18/
|
|
##
|
|
ingressClassName: ""
|
|
## @param tracking.ingress.path Default path for the ingress record
|
|
## NOTE: You may need to set this to '/*' in order to use this with ALB ingress controllers
|
|
##
|
|
path: /
|
|
## @param tracking.ingress.annotations Additional annotations for the Ingress resource. To enable certificate autogeneration, place here your cert-manager annotations.
|
|
## Use this parameter to set the required annotations for cert-manager, see
|
|
## ref: https://cert-manager.io/docs/usage/ingress/#supported-annotations
|
|
## e.g:
|
|
## annotations:
|
|
## kubernetes.io/ingress.class: nginx
|
|
## cert-manager.io/cluster-issuer: cluster-issuer-name
|
|
##
|
|
annotations: {}
|
|
## @param tracking.ingress.tls Enable TLS configuration for the host defined at `ingress.hostname` parameter
|
|
## TLS certificates will be retrieved from a TLS secret with name: `{{- printf "%s-tls" .Values.ingress.hostname }}`
|
|
## You can:
|
|
## - Use the `ingress.secrets` parameter to create this TLS secret
|
|
## - Rely on cert-manager to create it by setting the corresponding annotations
|
|
## - Rely on Helm to create self-signed certificates by setting `ingress.selfSigned=true`
|
|
##
|
|
tls: false
|
|
## @param tracking.ingress.selfSigned Create a TLS secret for this ingress record using self-signed certificates generated by Helm
|
|
##
|
|
selfSigned: false
|
|
## @param tracking.ingress.extraHosts An array with additional hostname(s) to be covered with the ingress record
|
|
## e.g:
|
|
## extraHosts:
|
|
## - name: mlflow.local
|
|
## path: /
|
|
##
|
|
extraHosts: []
|
|
## @param tracking.ingress.extraPaths An array with additional arbitrary paths that may need to be added to the ingress under the main host
|
|
## e.g:
|
|
## extraPaths:
|
|
## - path: /*
|
|
## backend:
|
|
## serviceName: ssl-redirect
|
|
## servicePort: use-annotation
|
|
##
|
|
extraPaths: []
|
|
## @param tracking.ingress.extraTls TLS configuration for additional hostname(s) to be covered with this ingress record
|
|
## ref: https://kubernetes.io/docs/concepts/services-networking/ingress/#tls
|
|
## e.g:
|
|
## extraTls:
|
|
## - hosts:
|
|
## - mlflow.local
|
|
## secretName: mlflow.local-tls
|
|
##
|
|
extraTls: []
|
|
## @param tracking.ingress.secrets Custom TLS certificates as secrets
|
|
## NOTE: 'key' and 'certificate' are expected in PEM format
|
|
## NOTE: 'name' should line up with a 'secretName' set further up
|
|
## If it is not set and you're using cert-manager, this is unneeded, as it will create a secret for you with valid certificates
|
|
## If it is not set and you're NOT using cert-manager either, self-signed certificates will be created valid for 365 days
|
|
## It is also possible to create and manage the certificates outside of this helm chart
|
|
## Please see README.md for more information
|
|
## e.g:
|
|
## secrets:
|
|
## - name: mlflow.local-tls
|
|
## key: |-
|
|
## -----BEGIN RSA PRIVATE KEY-----
|
|
## ...
|
|
## -----END RSA PRIVATE KEY-----
|
|
## certificate: |-
|
|
## -----BEGIN CERTIFICATE-----
|
|
## ...
|
|
## -----END CERTIFICATE-----
|
|
##
|
|
secrets: []
|
|
## @param tracking.ingress.extraRules Additional rules to be covered with this ingress record
|
|
## ref: https://kubernetes.io/docs/concepts/services-networking/ingress/#ingress-rules
|
|
## e.g:
|
|
## extraRules:
|
|
## - host: example.local
|
|
## http:
|
|
## path: /
|
|
## backend:
|
|
## service:
|
|
## name: example-svc
|
|
## port:
|
|
## name: http
|
|
##
|
|
extraRules: []
|
|
## Network Policy configuration
|
|
## ref: https://kubernetes.io/docs/concepts/services-networking/network-policies/
|
|
##
|
|
networkPolicy:
|
|
## @param tracking.networkPolicy.enabled Enable creation of NetworkPolicy resources
|
|
##
|
|
enabled: true
|
|
## @param tracking.networkPolicy.allowExternal The Policy model to apply
|
|
## When set to false, only pods with the correct client label will have network access to the ports MLFlow is
|
|
## listening on. When true, MLFlow will accept connections from any source (with the correct destination port).
|
|
##
|
|
allowExternal: true
|
|
## @param tracking.networkPolicy.allowExternalEgress Allow the pod to access any range of port and all destinations.
|
|
##
|
|
allowExternalEgress: true
|
|
## @param tracking.networkPolicy.extraIngress [array] Add extra ingress rules to the NetworkPolicy
|
|
## e.g:
|
|
## extraIngress:
|
|
## - ports:
|
|
## - port: 1234
|
|
## from:
|
|
## - podSelector:
|
|
## - matchLabels:
|
|
## - role: frontend
|
|
## - podSelector:
|
|
## - matchExpressions:
|
|
## - key: role
|
|
## operator: In
|
|
## values:
|
|
## - frontend
|
|
##
|
|
extraIngress: []
|
|
## @param tracking.networkPolicy.extraEgress [array] Add extra ingress rules to the NetworkPolicy
|
|
## e.g:
|
|
## extraEgress:
|
|
## - ports:
|
|
## - port: 1234
|
|
## to:
|
|
## - podSelector:
|
|
## - matchLabels:
|
|
## - role: frontend
|
|
## - podSelector:
|
|
## - matchExpressions:
|
|
## - key: role
|
|
## operator: In
|
|
## values:
|
|
## - frontend
|
|
##
|
|
extraEgress: []
|
|
## @param tracking.networkPolicy.ingressNSMatchLabels [object] Labels to match to allow traffic from other namespaces
|
|
## @param tracking.networkPolicy.ingressNSPodMatchLabels [object] Pod labels to match to allow traffic from other namespaces
|
|
##
|
|
ingressNSMatchLabels: {}
|
|
ingressNSPodMatchLabels: {}
|
|
## @section MLflow Tracking Persistence Parameters
|
|
##
|
|
|
|
## Enable persistence using Persistent Volume Claims
|
|
## ref: https://kubernetes.io/docs/concepts/storage/persistent-volumes/
|
|
##
|
|
persistence:
|
|
## @param tracking.persistence.enabled Enable persistence using Persistent Volume Claims
|
|
##
|
|
enabled: true
|
|
## @param tracking.persistence.mountPath Path to mount the volume at.
|
|
##
|
|
mountPath: /bitnami/mlflow
|
|
## @param tracking.persistence.subPath The subdirectory of the volume to mount to, useful in dev environments and one PV for multiple services
|
|
##
|
|
subPath: ""
|
|
## @param tracking.persistence.storageClass Storage class of backing PVC
|
|
## If defined, storageClassName: <storageClass>
|
|
## If set to "-", storageClassName: "", which disables dynamic provisioning
|
|
## If undefined (the default) or set to null, no storageClassName spec is
|
|
## set, choosing the default provisioner. (gp2 on AWS, standard on
|
|
## GKE, AWS & OpenStack)
|
|
##
|
|
storageClass: ""
|
|
## @param tracking.persistence.labels Persistent Volume labels
|
|
##
|
|
labels: {}
|
|
## @param tracking.persistence.annotations Persistent Volume Claim annotations
|
|
##
|
|
annotations: {}
|
|
## @param tracking.persistence.accessModes Persistent Volume Access Modes
|
|
##
|
|
accessModes:
|
|
- ReadWriteOnce
|
|
## @param tracking.persistence.size Size of data volume
|
|
##
|
|
size: 8Gi
|
|
## @param tracking.persistence.existingClaim The name of an existing PVC to use for persistence
|
|
##
|
|
existingClaim: ""
|
|
## @param tracking.persistence.selector Selector to match an existing Persistent Volume for MLflow data PVC
|
|
## If set, the PVC can't have a PV dynamically provisioned for it
|
|
## E.g.
|
|
## selector:
|
|
## matchLabels:
|
|
## app: my-app
|
|
##
|
|
selector: {}
|
|
## @param tracking.persistence.dataSource Custom PVC data source
|
|
##
|
|
dataSource: {}
|
|
## @section MLflow Tracking Other Parameters
|
|
##
|
|
serviceAccount:
|
|
## @param tracking.serviceAccount.create Specifies whether a ServiceAccount should be created
|
|
##
|
|
create: true
|
|
## @param tracking.serviceAccount.name The name of the ServiceAccount to use.
|
|
## If not set and create is true, a name is generated using the common.names.fullname template
|
|
##
|
|
name: ""
|
|
## @param tracking.serviceAccount.annotations Additional Service Account annotations (evaluated as a template)
|
|
##
|
|
annotations: {}
|
|
## @param tracking.serviceAccount.automountServiceAccountToken Automount service account token for the server service account
|
|
##
|
|
automountServiceAccountToken: false
|
|
## @section MLflow Tracking Metrics Parameters
|
|
##
|
|
metrics:
|
|
## @param tracking.metrics.enabled Enable the export of Prometheus metrics
|
|
##
|
|
enabled: false
|
|
## @param tracking.metrics.annotations [object] Annotations for the tracking service in order to scrape metrics
|
|
annotations:
|
|
prometheus.io/scrape: "true"
|
|
prometheus.io/port: "{{ .Values.tracking.service.ports.http }}"
|
|
## Prometheus Operator ServiceMonitor configuration
|
|
##
|
|
serviceMonitor:
|
|
## @param tracking.metrics.serviceMonitor.enabled if `true`, creates a Prometheus Operator ServiceMonitor (also requires `metrics.enabled` to be `true`)
|
|
##
|
|
enabled: false
|
|
## @param tracking.metrics.serviceMonitor.namespace Namespace in which Prometheus is running
|
|
##
|
|
namespace: ""
|
|
## @param tracking.metrics.serviceMonitor.annotations Additional custom annotations for the ServiceMonitor
|
|
##
|
|
annotations: {}
|
|
## @param tracking.metrics.serviceMonitor.labels Extra labels for the ServiceMonitor
|
|
##
|
|
labels: {}
|
|
## @param tracking.metrics.serviceMonitor.jobLabel The name of the label on the target service to use as the job name in Prometheus
|
|
##
|
|
jobLabel: ""
|
|
## @param tracking.metrics.serviceMonitor.honorLabels honorLabels chooses the metric's labels on collisions with target labels
|
|
##
|
|
honorLabels: false
|
|
## @param tracking.metrics.serviceMonitor.interval Interval at which metrics should be scraped.
|
|
## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#endpoint
|
|
## e.g:
|
|
## interval: 10s
|
|
##
|
|
interval: ""
|
|
## @param tracking.metrics.serviceMonitor.scrapeTimeout Timeout after which the scrape is ended
|
|
## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#endpoint
|
|
## e.g:
|
|
## scrapeTimeout: 10s
|
|
##
|
|
scrapeTimeout: ""
|
|
## @param tracking.metrics.serviceMonitor.metricRelabelings Specify additional relabeling of metrics
|
|
##
|
|
metricRelabelings: []
|
|
## @param tracking.metrics.serviceMonitor.relabelings Specify general relabeling
|
|
##
|
|
relabelings: []
|
|
## @param tracking.metrics.serviceMonitor.selector Prometheus instance selector labels
|
|
## ref: https://github.com/bitnami/charts/tree/main/bitnami/prometheus-operator#prometheus-configuration
|
|
## selector:
|
|
## prometheus: my-prometheus
|
|
##
|
|
selector: {}
|
|
## @section MLflow Run Parameters
|
|
##
|
|
run:
|
|
## @param run.enabled Enable Run deployment
|
|
##
|
|
enabled: true
|
|
## @param run.useJob Deploy as job
|
|
##
|
|
useJob: false
|
|
## @param run.backoffLimit set backoff limit of the job
|
|
##
|
|
backoffLimit: 10
|
|
## @param run.restartPolicy set restart policy of the job
|
|
##
|
|
restartPolicy: OnFailure
|
|
## @param run.extraEnvVars Array with extra environment variables to add to run nodes
|
|
## e.g:
|
|
## extraEnvVars:
|
|
## - name: FOO
|
|
## value: "bar"
|
|
##
|
|
extraEnvVars: []
|
|
## @param run.extraEnvVarsCM Name of existing ConfigMap containing extra env vars for run nodes
|
|
##
|
|
extraEnvVarsCM: ""
|
|
## @param run.extraEnvVarsSecret Name of existing Secret containing extra env vars for run nodes
|
|
##
|
|
extraEnvVarsSecret: ""
|
|
## @param run.annotations Annotations for the run deployment
|
|
##
|
|
annotations: {}
|
|
## @param run.command Override default container command (useful when using custom images)
|
|
##
|
|
command: []
|
|
## @param run.args Override default container args (useful when using custom images)
|
|
##
|
|
args: []
|
|
## @param run.terminationGracePeriodSeconds Run termination grace period (in seconds)
|
|
##
|
|
terminationGracePeriodSeconds: ""
|
|
## @param run.customLivenessProbe Custom livenessProbe that overrides the default one
|
|
##
|
|
customLivenessProbe: {}
|
|
## @param run.customReadinessProbe Custom readinessProbe that overrides the default one
|
|
##
|
|
customReadinessProbe: {}
|
|
## @param run.customStartupProbe Custom startupProbe that overrides the default one
|
|
##
|
|
customStartupProbe: {}
|
|
## run resource requests and limits
|
|
## ref: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
|
|
## @param run.resourcesPreset Set container resources according to one common preset (allowed values: none, nano, micro, small, medium, large, xlarge, 2xlarge). This is ignored if run.resources is set (run.resources is recommended for production).
|
|
## More information: https://github.com/bitnami/charts/blob/main/bitnami/common/templates/_resources.tpl#L15
|
|
##
|
|
resourcesPreset: "small"
|
|
## @param run.resources Set container requests and limits for different resources like CPU or memory (essential for production workloads)
|
|
## Example:
|
|
## resources:
|
|
## requests:
|
|
## cpu: 2
|
|
## memory: 512Mi
|
|
## limits:
|
|
## cpu: 3
|
|
## memory: 1024Mi
|
|
##
|
|
resources: {}
|
|
## Configure Pods Security Context
|
|
## ref: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-pod
|
|
## @param run.podSecurityContext.enabled Enabled Run pods' Security Context
|
|
## @param run.podSecurityContext.fsGroupChangePolicy Set filesystem group change policy
|
|
## @param run.podSecurityContext.sysctls Set kernel settings using the sysctl interface
|
|
## @param run.podSecurityContext.supplementalGroups Set filesystem extra groups
|
|
## @param run.podSecurityContext.fsGroup Set Run pod's Security Context fsGroup
|
|
##
|
|
podSecurityContext:
|
|
enabled: true
|
|
fsGroupChangePolicy: Always
|
|
sysctls: []
|
|
supplementalGroups: []
|
|
fsGroup: 1001
|
|
## Configure Container Security Context
|
|
## ref: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-pod
|
|
## @param run.containerSecurityContext.enabled Enabled Run containers' Security Context
|
|
## @param run.containerSecurityContext.seLinuxOptions [object,nullable] Set SELinux options in container
|
|
## @param run.containerSecurityContext.runAsUser Set Run containers' Security Context runAsUser
|
|
## @param run.containerSecurityContext.runAsGroup Set Run containers' Security Context runAsGroup
|
|
## @param run.containerSecurityContext.runAsNonRoot Set Run containers' Security Context runAsNonRoot
|
|
## @param run.containerSecurityContext.privileged Set Run containers' Security Context privileged
|
|
## @param run.containerSecurityContext.readOnlyRootFilesystem Set Run containers' Security Context runAsNonRoot
|
|
## @param run.containerSecurityContext.allowPrivilegeEscalation Set Run container's privilege escalation
|
|
## @param run.containerSecurityContext.capabilities.drop Set Run container's Security Context runAsNonRoot
|
|
## @param run.containerSecurityContext.seccompProfile.type Set Run container's Security Context seccomp profile
|
|
##
|
|
containerSecurityContext:
|
|
enabled: true
|
|
seLinuxOptions: {}
|
|
runAsUser: 1001
|
|
runAsGroup: 1001
|
|
runAsNonRoot: true
|
|
privileged: false
|
|
readOnlyRootFilesystem: true
|
|
allowPrivilegeEscalation: false
|
|
capabilities:
|
|
drop: ["ALL"]
|
|
seccompProfile:
|
|
type: "RuntimeDefault"
|
|
## @param run.lifecycleHooks for the run container(s) to automate configuration before or after startup
|
|
##
|
|
lifecycleHooks: {}
|
|
## @param run.runtimeClassName Name of the runtime class to be used by pod(s)
|
|
## ref: https://kubernetes.io/docs/concepts/containers/runtime-class/
|
|
##https://github.com/microsoft/MlflowExamples
|
|
runtimeClassName: ""
|
|
## @param run.automountServiceAccountToken Mount Service Account token in pod
|
|
##
|
|
automountServiceAccountToken: false
|
|
## @param run.hostAliases run pods host aliases
|
|
## https://kubernetes.io/docs/concepts/services-networking/add-entries-to-pod-etc-hosts-with-host-aliases/
|
|
##
|
|
hostAliases: []
|
|
## @param run.labels Extra labels for the run deployment
|
|
## ref: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/
|
|
##
|
|
labels: {}
|
|
## @param run.podLabels Extra labels for run pods
|
|
## ref: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/
|
|
##
|
|
podLabels: {}
|
|
## @param run.podAnnotations Annotations for run pods
|
|
## ref: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/
|
|
##
|
|
podAnnotations: {}
|
|
## @param run.podAffinityPreset Pod affinity preset. Ignored if `run.affinity` is set. Allowed values: `soft` or `hard`
|
|
## ref: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#inter-pod-affinity-and-anti-affinity
|
|
##
|
|
podAffinityPreset: ""
|
|
## @param run.podAntiAffinityPreset Pod anti-affinity preset. Ignored if `run.affinity` is set. Allowed values: `soft` or `hard`
|
|
## ref: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#inter-pod-affinity-and-anti-affinity
|
|
##
|
|
podAntiAffinityPreset: soft
|
|
## Node run.affinity preset
|
|
## ref: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#node-affinity
|
|
##
|
|
nodeAffinityPreset:
|
|
## @param run.nodeAffinityPreset.type Node affinity preset type. Ignored if `run.affinity` is set. Allowed values: `soft` or `hard`
|
|
##
|
|
type: ""
|
|
## @param run.nodeAffinityPreset.key Node label key to match. Ignored if `run.affinity` is set
|
|
##
|
|
key: ""
|
|
## @param run.nodeAffinityPreset.values Node label values to match. Ignored if `run.affinity` is set
|
|
## E.g.
|
|
## values:
|
|
## - e2e-az1
|
|
## - e2e-az2
|
|
##
|
|
values: []
|
|
## @param run.affinity Affinity for Run pods assignment
|
|
## ref: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/#affinity-and-anti-affinity
|
|
## NOTE: `run.podAffinityPreset`, `run.podAntiAffinityPreset`, and `run.nodeAffinityPreset` will be ignored when it's set
|
|
##
|
|
affinity: {}
|
|
## @param run.nodeSelector Node labels for Run pods assignment
|
|
## ref: https://kubernetes.io/docs/tasks/configure-pod-container/assign-pods-nodes/
|
|
##
|
|
nodeSelector: {}
|
|
## @param run.tolerations Tolerations for Run pods assignment
|
|
## ref: https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
|
|
##
|
|
tolerations: []
|
|
## @param run.topologySpreadConstraints Topology Spread Constraints for pod assignment spread across your cluster among failure-domains
|
|
## Ref: https://kubernetes.io/docs/concepts/workloads/pods/pod-topology-spread-constraints/#spread-constraints-for-pods
|
|
##
|
|
topologySpreadConstraints: []
|
|
## @param run.priorityClassName Run pods' priorityClassName
|
|
##
|
|
priorityClassName: ""
|
|
## @param run.schedulerName Kubernetes pod scheduler registry
|
|
## https://kubernetes.io/docs/tasks/administer-cluster/configure-multiple-schedulers/
|
|
##
|
|
schedulerName: ""
|
|
## @param run.updateStrategy.type Run statefulset strategy type
|
|
## @param run.updateStrategy.rollingUpdate Run statefulset rolling update configuration parameters
|
|
## ref: https://kubernetes.io/docs/concepts/workloads/controllers/statefulset/#update-strategies
|
|
##
|
|
updateStrategy:
|
|
type: RollingUpdate
|
|
rollingUpdate: {}
|
|
## @param run.extraVolumes Optionally specify extra list of additional volumes for the Run pod(s)
|
|
##
|
|
extraVolumes: []
|
|
## @param run.extraVolumeMounts Optionally specify extra list of additional volumeMounts for the Run container(s)
|
|
##
|
|
extraVolumeMounts: []
|
|
## @param run.sidecars Add additional sidecar containers to the Run pod(s)
|
|
## e.g:
|
|
## sidecars:
|
|
## - name: your-image-name
|
|
## image: your-image
|
|
## imagePullPolicy: Always
|
|
## ports:
|
|
## - name: portname
|
|
## containerPort: 1234
|
|
##
|
|
sidecars: []
|
|
## @param run.enableDefaultInitContainers Deploy default init containers
|
|
##
|
|
enableDefaultInitContainers: true
|
|
## @param run.initContainers Add additional init containers to the Run pod(s)
|
|
## ref: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/
|
|
## e.g:
|
|
## initContainers:
|
|
## - name: your-image-name
|
|
## image: your-image
|
|
## imagePullPolicy: Always
|
|
## command: ['sh', '-c', 'echo "hello world"']
|
|
##
|
|
initContainers: []
|
|
## Network Policy configuration
|
|
## ref: https://kubernetes.io/docs/concepts/services-networking/network-policies/
|
|
##
|
|
networkPolicy:
|
|
## @param run.networkPolicy.enabled Enable creation of NetworkPolicy resources
|
|
##
|
|
enabled: true
|
|
## @param run.networkPolicy.allowExternal The Policy model to apply
|
|
## When set to false, only pods with the correct client label will have network access to the ports MLFlow is
|
|
## listening on. When true, MLFlow will accept connections from any source (with the correct destination port).
|
|
##
|
|
allowExternal: true
|
|
## @param run.networkPolicy.allowExternalEgress Allow the pod to access any range of port and all destinations.
|
|
##
|
|
allowExternalEgress: true
|
|
## @param run.networkPolicy.extraIngress [array] Add extra ingress rules to the NetworkPolicy
|
|
## e.g:
|
|
## extraIngress:
|
|
## - ports:
|
|
## - port: 1234
|
|
## from:
|
|
## - podSelector:
|
|
## - matchLabels:
|
|
## - role: frontend
|
|
## - podSelector:
|
|
## - matchExpressions:
|
|
## - key: role
|
|
## operator: In
|
|
## values:
|
|
## - frontend
|
|
##
|
|
extraIngress: []
|
|
## @param run.networkPolicy.extraEgress [array] Add extra ingress rules to the NetworkPolicy
|
|
## e.g:
|
|
## extraEgress:
|
|
## - ports:
|
|
## - port: 1234
|
|
## to:
|
|
## - podSelector:
|
|
## - matchLabels:
|
|
## - role: frontend
|
|
## - podSelector:
|
|
## - matchExpressions:
|
|
## - key: role
|
|
## operator: In
|
|
## values:
|
|
## - frontend
|
|
##
|
|
extraEgress: []
|
|
## @param run.networkPolicy.ingressNSMatchLabels [object] Labels to match to allow traffic from other namespaces
|
|
## @param run.networkPolicy.ingressNSPodMatchLabels [object] Pod labels to match to allow traffic from other namespaces
|
|
##
|
|
ingressNSMatchLabels: {}
|
|
ingressNSPodMatchLabels: {}
|
|
## Source code parameters
|
|
##
|
|
source:
|
|
## @param run.source.type Where the source comes from: Possible values: configmap, git, custom
|
|
##
|
|
type: "configmap"
|
|
## @param run.source.launchCommand deepspeed command to run over the project
|
|
##
|
|
launchCommand: ""
|
|
## @param run.source.configMap List of files of the project
|
|
##
|
|
configMap: {}
|
|
## @param run.source.existingConfigMap Name of a configmap containing the files of the project
|
|
##
|
|
existingConfigMap: ""
|
|
git:
|
|
## @param run.source.git.repository Repository that holds the files
|
|
##
|
|
repository: ""
|
|
## @param run.source.git.revision Revision from the repository to checkout
|
|
##
|
|
revision: ""
|
|
## @param run.source.git.extraVolumeMounts Add extra volume mounts for the Git container
|
|
## Useful to mount keys to connect through ssh. (normally used with extraVolumes)
|
|
## E.g:
|
|
## extraVolumeMounts:
|
|
## - name: ssh-dir
|
|
## mountPath: /.ssh/
|
|
##
|
|
extraVolumeMounts: []
|
|
## Service account for Run to use
|
|
## ref: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/
|
|
##
|
|
serviceAccount:
|
|
## @param run.serviceAccount.create Enable creation of ServiceAccount for Run pods
|
|
##
|
|
create: true
|
|
## @param run.serviceAccount.name The name of the ServiceAccount to use
|
|
## If not set and create is true, a name is generated using the common.names.fullname template
|
|
##
|
|
name: ""
|
|
## @param run.serviceAccount.automountServiceAccountToken Allows auto mount of ServiceAccountToken on the serviceAccount created
|
|
## Can be set to false if pods using this serviceAccount do not need to use K8s API
|
|
##
|
|
automountServiceAccountToken: false
|
|
## @param run.serviceAccount.annotations Additional custom annotations for the ServiceAccount
|
|
##
|
|
annotations: {}
|
|
## @section Mlflow Run persistence paramaters
|
|
## Enable persistence using Persistent Volume Claims
|
|
## ref: https://kubernetes.io/docs/concepts/storage/persistent-volumes/
|
|
##
|
|
persistence:
|
|
## @param run.persistence.enabled Use a PVC to persist data
|
|
##
|
|
enabled: false
|
|
## @param run.persistence.storageClass discourse & sidekiq data Persistent Volume Storage Class
|
|
## If defined, storageClassName: <storageClass>
|
|
## If set to "-", storageClassName: "", which disables dynamic provisioning
|
|
## If undefined (the default) or set to null, no storageClassName spec is
|
|
## set, choosing the default provisioner. (gp2 on AWS, standard on
|
|
## GKE, AWS & OpenStack)
|
|
##
|
|
storageClass: ""
|
|
## @param run.persistence.existingClaim Use a existing PVC which must be created manually before bound
|
|
##
|
|
existingClaim: ""
|
|
## @param run.persistence.mountPath Path to mount the volume at
|
|
##
|
|
mountPath: /bitnami/mlflow/data
|
|
## @param run.persistence.subPath subPath to use for mounting the volume
|
|
##
|
|
subPath: ""
|
|
## @param run.persistence.accessModes Persistent Volume Access Mode
|
|
##
|
|
accessModes:
|
|
- ReadWriteOnce
|
|
## @param run.persistence.dataSource Custom PVC data source
|
|
##
|
|
dataSource: {}
|
|
## @param run.persistence.selector Selector to match an existing Persistent Volume for the run data PVC
|
|
## If set, the PVC can't have a PV dynamically provisioned for it
|
|
## E.g.
|
|
## selector:
|
|
## matchLabels:
|
|
## app: my-app
|
|
##
|
|
selector: {}
|
|
## @param run.persistence.size Size of data volume
|
|
##
|
|
size: 8Gi
|
|
## @param run.persistence.labels Persistent Volume labels
|
|
##
|
|
labels: {}
|
|
## @param run.persistence.annotations Persistent Volume annotations
|
|
##
|
|
annotations: {}
|
|
## @section Init Container Parameters
|
|
##
|
|
|
|
## 'volumePermissions' init container parameters
|
|
## Changes the owner and group of the persistent volume mount point to runAsUser:fsGroup values
|
|
## based on the *podSecurityContext/*containerSecurityContext parameters
|
|
##
|
|
volumePermissions:
|
|
## @param volumePermissions.enabled Enable init container that changes the owner/group of the PV mount point to `runAsUser:fsGroup`
|
|
##
|
|
enabled: false
|
|
## OS Shell + Utility image
|
|
## ref: https://hub.docker.com/r/bitnami/os-shell/tags/
|
|
## @param volumePermissions.image.registry [default: REGISTRY_NAME] OS Shell + Utility image registry
|
|
## @param volumePermissions.image.repository [default: REPOSITORY_NAME/os-shell] OS Shell + Utility image repository
|
|
## @skip volumePermissions.image.tag OS Shell + Utility image tag (immutable tags are recommended)
|
|
## @param volumePermissions.image.pullPolicy OS Shell + Utility image pull policy
|
|
## @param volumePermissions.image.pullSecrets OS Shell + Utility image pull secrets
|
|
##
|
|
image:
|
|
registry: docker.io
|
|
repository: bitnami/os-shell
|
|
tag: 12-debian-12-r22
|
|
pullPolicy: IfNotPresent
|
|
## Optionally specify an array of imagePullSecrets.
|
|
## Secrets must be manually created in the namespace.
|
|
## ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
|
|
## e.g:
|
|
## pullSecrets:
|
|
## - myRegistryKeySecretName
|
|
##
|
|
pullSecrets: []
|
|
## Init container's resource requests and limits
|
|
## ref: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
|
|
## @param volumePermissions.resourcesPreset Set container resources according to one common preset (allowed values: none, nano, micro, small, medium, large, xlarge, 2xlarge). This is ignored if volumePermissions.resources is set (volumePermissions.resources is recommended for production).
|
|
## More information: https://github.com/bitnami/charts/blob/main/bitnami/common/templates/_resources.tpl#L15
|
|
##
|
|
resourcesPreset: "nano"
|
|
## @param volumePermissions.resources Set container requests and limits for different resources like CPU or memory (essential for production workloads)
|
|
## Example:
|
|
## resources:
|
|
## requests:
|
|
## cpu: 2
|
|
## memory: 512Mi
|
|
## limits:
|
|
## cpu: 3
|
|
## memory: 1024Mi
|
|
##
|
|
resources: {}
|
|
## Init container Container Security Context
|
|
## ref: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-container
|
|
## @param volumePermissions.containerSecurityContext.enabled Set container security context settings
|
|
## @param volumePermissions.containerSecurityContext.seLinuxOptions [object,nullable] Set SELinux options in container
|
|
## @param volumePermissions.containerSecurityContext.runAsUser Set init container's Security Context runAsUser
|
|
## NOTE: when runAsUser is set to special value "auto", init container will try to chown the
|
|
## data folder to auto-determined user&group, using commands: `id -u`:`id -G | cut -d" " -f2`
|
|
## "auto" is especially useful for OpenShift which has scc with dynamic user ids (and 0 is not allowed)
|
|
##
|
|
containerSecurityContext:
|
|
enabled: true
|
|
seLinuxOptions: {}
|
|
runAsUser: 0
|
|
waitContainer:
|
|
## @param waitContainer.image.registry [default: REGISTRY_NAME] Init container wait-container image registry
|
|
## @param waitContainer.image.repository [default: REPOSITORY_NAME/os-shell] Init container wait-container image name
|
|
## @skip waitContainer.image.tag Init container wait-container image tag
|
|
## @param waitContainer.image.digest Init container wait-container image digest in the way sha256:aa.... Please note this parameter, if set, will override the tag
|
|
##
|
|
image:
|
|
registry: docker.io
|
|
repository: bitnami/os-shell
|
|
tag: 12-debian-12-r22
|
|
digest: ""
|
|
## @param waitContainer.image.pullPolicy Init container wait-container image pull policy
|
|
##
|
|
pullPolicy: IfNotPresent
|
|
## @param waitContainer.image.pullSecrets [array] Specify docker-registry secret names as an array
|
|
## Optionally specify an array of imagePullSecrets.
|
|
## Secrets must be manually created in the namespace.
|
|
## ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
|
|
## e.g:
|
|
## pullSecrets:
|
|
## - myRegistryKeySecretName
|
|
##
|
|
pullSecrets: []
|
|
## Configure Container Security Context
|
|
## ref: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-container
|
|
## @param waitContainer.containerSecurityContext.enabled Enabled containers' Security Context
|
|
## @param waitContainer.containerSecurityContext.seLinuxOptions [object,nullable] Set SELinux options in container
|
|
## @param waitContainer.containerSecurityContext.runAsUser Set containers' Security Context runAsUser
|
|
## @param waitContainer.containerSecurityContext.runAsGroup Set containers' Security Context runAsGroup
|
|
## @param waitContainer.containerSecurityContext.runAsNonRoot Set containers' Security Context runAsNonRoot
|
|
## @param waitContainer.containerSecurityContext.privileged Set containers' Security Context privileged
|
|
## @param waitContainer.containerSecurityContext.readOnlyRootFilesystem Set containers' Security Context runAsNonRoot
|
|
## @param waitContainer.containerSecurityContext.allowPrivilegeEscalation Set container's privilege escalation
|
|
## @param waitContainer.containerSecurityContext.capabilities.drop Set container's Security Context runAsNonRoot
|
|
## @param waitContainer.containerSecurityContext.seccompProfile.type Set container's Security Context seccomp profile
|
|
##
|
|
containerSecurityContext:
|
|
enabled: true
|
|
seLinuxOptions: {}
|
|
runAsUser: 1001
|
|
runAsGroup: 1001
|
|
runAsNonRoot: true
|
|
privileged: false
|
|
readOnlyRootFilesystem: true
|
|
allowPrivilegeEscalation: false
|
|
capabilities:
|
|
drop: ["ALL"]
|
|
seccompProfile:
|
|
type: "RuntimeDefault"
|
|
## @section PostgreSQL chart configuration
|
|
## ref: https://github.com/bitnami/charts/blob/main/bitnami/postgresql/values.yaml
|
|
## @param postgresql.enabled Switch to enable or disable the PostgreSQL helm chart
|
|
## @param postgresql.auth.username Name for a custom user to create
|
|
## @param postgresql.auth.password Password for the custom user to create
|
|
## @param postgresql.auth.database Name for a custom database to create
|
|
## @param postgresql.auth.existingSecret Name of existing secret to use for PostgreSQL credentials
|
|
## @param postgresql.architecture PostgreSQL architecture (`standalone` or `replication`)
|
|
## @param postgresql.primary.service.ports.postgresql PostgreSQL service port
|
|
##
|
|
postgresql:
|
|
enabled: true
|
|
auth:
|
|
username: bn_mlflow
|
|
password: ""
|
|
database: bitnami_mlflow
|
|
existingSecret: ""
|
|
architecture: standalone
|
|
primary:
|
|
service:
|
|
ports:
|
|
postgresql: 5432
|
|
## @param postgresql.primary.initdb.scripts [object] Map with init scripts for the PostgreSQL database
|
|
initdb:
|
|
scripts:
|
|
# For authentication, Mlflow requires a different database in order to work
|
|
create_auth_db.sh: |
|
|
#!/bin/bash
|
|
PGPASSWORD=$POSTGRES_POSTGRES_PASSWORD psql -U postgres <<< "CREATE DATABASE {{ include "mlflow.v0.database-auth.name" . }}"
|
|
PGPASSWORD=$POSTGRES_POSTGRES_PASSWORD psql -U postgres <<< "GRANT ALL PRIVILEGES ON DATABASE {{ include "mlflow.v0.database-auth.name" . }} to {{ .Values.auth.username }}"
|
|
PGPASSWORD=$POSTGRES_POSTGRES_PASSWORD psql -U postgres <<< "ALTER DATABASE {{ include "mlflow.v0.database-auth.name" . }} OWNER TO {{ .Values.auth.username }}"
|
|
## @section External PostgreSQL configuration
|
|
## All of these values are only used when postgresql.enabled is set to false
|
|
## @param externalDatabase.dialectDriver Database Dialect(+Driver)
|
|
## @param externalDatabase.host Database host
|
|
## @param externalDatabase.port Database port number
|
|
## @param externalDatabase.user Non-root username
|
|
## @param externalDatabase.password Password for the non-root username
|
|
## @param externalDatabase.database Database name
|
|
## @param externalDatabase.authDatabase Database name for the auth module (only if tracking.auth.enabled=true)
|
|
## @param externalDatabase.existingSecret Name of an existing secret resource containing the database credentials
|
|
## @param externalDatabase.existingSecretPasswordKey Name of an existing secret key containing the database credentials
|
|
##
|
|
externalDatabase:
|
|
dialectDriver: "postgresql"
|
|
host: ""
|
|
port: 5432
|
|
user: postgres
|
|
database: mlflow
|
|
authDatabase: mlflow_auth
|
|
password: ""
|
|
existingSecret: ""
|
|
existingSecretPasswordKey: "db-password"
|
|
## @section MinIO® chart parameters
|
|
## @extra minio For full list of MinIO® values configurations please refere [here](https://github.com/bitnami/charts/tree/main/bitnami/minio)
|
|
##
|
|
minio:
|
|
## @param minio.enabled Enable/disable MinIO® chart installation
|
|
## to be used as an objstore for Mlflow
|
|
##
|
|
enabled: true
|
|
## MinIO® authentication parameters
|
|
##
|
|
auth:
|
|
## @param minio.auth.rootUser MinIO® root username
|
|
##
|
|
rootUser: admin
|
|
## @param minio.auth.rootPassword Password for MinIO® root user
|
|
##
|
|
rootPassword: ""
|
|
## @param minio.auth.existingSecret Name of an existing secret containing the MinIO® credentials
|
|
##
|
|
existingSecret: ""
|
|
## @param minio.defaultBuckets Comma, semi-colon or space separated list of MinIO® buckets to create
|
|
##
|
|
defaultBuckets: "mlflow"
|
|
## @param minio.provisioning.enabled Enable/disable MinIO® provisioning job
|
|
## @param minio.provisioning.extraCommands Extra commands to run on MinIO® provisioning job
|
|
##
|
|
provisioning:
|
|
enabled: true
|
|
# We need to allow downloads in order for the UI to work
|
|
extraCommands: ["mc anonymous set download provisioning/mlflow"]
|
|
## @param minio.tls.enabled Enable/disable MinIO® TLS support
|
|
##
|
|
tls:
|
|
enabled: false
|
|
## @param minio.service.type MinIO® service type
|
|
## @param minio.service.loadBalancerIP MinIO® service LoadBalancer IP
|
|
## @param minio.service.ports.api MinIO® service port
|
|
##
|
|
service:
|
|
type: ClusterIP
|
|
loadBalancerIP: ""
|
|
ports:
|
|
api: 80
|
|
## @section External S3 parameters
|
|
## All of these values are only used when minio.enabled is set to false
|
|
## @param externalS3.host External S3 host
|
|
## @param externalS3.port External S3 port number
|
|
## @param externalS3.useCredentialsInSecret Whether to use a secret to store the S3 credentials
|
|
## @param externalS3.accessKeyID External S3 access key ID
|
|
## @param externalS3.accessKeySecret External S3 access key secret
|
|
## @param externalS3.existingSecret Name of an existing secret resource containing the S3 credentials
|
|
## @param externalS3.existingSecretAccessKeyIDKey Name of an existing secret key containing the S3 access key ID
|
|
## @param externalS3.existingSecretKeySecretKey Name of an existing secret key containing the S3 access key secret
|
|
## @param externalS3.protocol External S3 protocol
|
|
## @param externalS3.bucket External S3 bucket
|
|
## @param externalS3.serveArtifacts Whether artifact serving is enabled
|
|
##
|
|
externalS3:
|
|
host: ""
|
|
port: 443
|
|
useCredentialsInSecret: true
|
|
accessKeyID: ""
|
|
accessKeySecret: ""
|
|
existingSecret: ""
|
|
existingSecretAccessKeyIDKey: "root-user"
|
|
existingSecretKeySecretKey: "root-password"
|
|
protocol: "https"
|
|
bucket: "mlflow"
|
|
serveArtifacts: true
|