{ "title": "Chart Values", "type": "object", "properties": { "global": { "type": "object", "properties": { "imageRegistry": { "type": "string", "description": "Global Docker image registry", "default": "" }, "imagePullSecrets": { "type": "array", "description": "Global Docker registry secret names as an array", "default": [], "items": {} }, "storageClass": { "type": "string", "description": "Global StorageClass for Persistent Volume(s)", "default": "" } } }, "kubeVersion": { "type": "string", "description": "Override Kubernetes version", "default": "" }, "nameOverride": { "type": "string", "description": "String to partially override common.names.name", "default": "" }, "fullnameOverride": { "type": "string", "description": "String to fully override common.names.fullname", "default": "" }, "namespaceOverride": { "type": "string", "description": "String to fully override common.names.namespace", "default": "" }, "commonLabels": { "type": "object", "description": "Labels to add to all deployed objects", "default": {} }, "commonAnnotations": { "type": "object", "description": "Annotations to add to all deployed objects", "default": {} }, "clusterDomain": { "type": "string", "description": "Kubernetes cluster domain name", "default": "cluster.local" }, "extraDeploy": { "type": "array", "description": "Array of extra objects to deploy with the release", "default": [], "items": {} }, "diagnosticMode": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable diagnostic mode (all probes will be disabled and the command will be overridden)", "default": false }, "command": { "type": "array", "description": "Command to override all containers in the deployment", "default": [ "sleep" ], "items": { "type": "string" } }, "args": { "type": "array", "description": "Args to override all containers in the deployment", "default": [ "infinity" ], "items": { "type": "string" } } } }, "image": { "type": "object", "properties": { "registry": { "type": "string", "description": "mlflow image registry", "default": "REGISTRY_NAME" }, "repository": { "type": "string", "description": "mlflow image repository", "default": "REPOSITORY_NAME/mlflow" }, "digest": { "type": "string", "description": "mlflow image digest in the way sha256:aa.... Please note this parameter, if set, will override the tag image tag (immutable tags are recommended)", "default": "" }, "pullPolicy": { "type": "string", "description": "mlflow image pull policy", "default": "IfNotPresent" }, "pullSecrets": { "type": "array", "description": "mlflow image pull secrets", "default": [], "items": {} }, "debug": { "type": "boolean", "description": "Enable mlflow image debug mode", "default": false } } }, "gitImage": { "type": "object", "properties": { "registry": { "type": "string", "description": "Git image registry", "default": "REGISTRY_NAME" }, "repository": { "type": "string", "description": "Git image repository", "default": "REPOSITORY_NAME/git" }, "digest": { "type": "string", "description": "Git image digest in the way sha256:aa.... Please note this parameter, if set, will override the tag", "default": "" }, "pullPolicy": { "type": "string", "description": "Git image pull policy", "default": "IfNotPresent" }, "pullSecrets": { "type": "array", "description": "Specify docker-registry secret names as an array", "default": [], "items": {} } } }, "tracking": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable Tracking server", "default": true }, "replicaCount": { "type": "number", "description": "Number of mlflow replicas to deploy", "default": 1 }, "containerPorts": { "type": "object", "properties": { "http": { "type": "number", "description": "mlflow HTTP container port", "default": 5000 } } }, "livenessProbe": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable livenessProbe on mlflow containers", "default": true }, "initialDelaySeconds": { "type": "number", "description": "Initial delay seconds for livenessProbe", "default": 5 }, "periodSeconds": { "type": "number", "description": "Period seconds for livenessProbe", "default": 10 }, "timeoutSeconds": { "type": "number", "description": "Timeout seconds for livenessProbe", "default": 5 }, "failureThreshold": { "type": "number", "description": "Failure threshold for livenessProbe", "default": 5 }, "successThreshold": { "type": "number", "description": "Success threshold for livenessProbe", "default": 1 } } }, "readinessProbe": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable readinessProbe on mlflow containers", "default": true }, "initialDelaySeconds": { "type": "number", "description": "Initial delay seconds for readinessProbe", "default": 5 }, "periodSeconds": { "type": "number", "description": "Period seconds for readinessProbe", "default": 10 }, "timeoutSeconds": { "type": "number", "description": "Timeout seconds for readinessProbe", "default": 5 }, "failureThreshold": { "type": "number", "description": "Failure threshold for readinessProbe", "default": 5 }, "successThreshold": { "type": "number", "description": "Success threshold for readinessProbe", "default": 1 } } }, "startupProbe": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable startupProbe on mlflow containers", "default": false }, "initialDelaySeconds": { "type": "number", "description": "Initial delay seconds for startupProbe", "default": 5 }, "periodSeconds": { "type": "number", "description": "Period seconds for startupProbe", "default": 10 }, "timeoutSeconds": { "type": "number", "description": "Timeout seconds for startupProbe", "default": 5 }, "failureThreshold": { "type": "number", "description": "Failure threshold for startupProbe", "default": 5 }, "successThreshold": { "type": "number", "description": "Success threshold for startupProbe", "default": 1 } } }, "customLivenessProbe": { "type": "object", "description": "Custom livenessProbe that overrides the default one", "default": {} }, "customReadinessProbe": { "type": "object", "description": "Custom readinessProbe that overrides the default one", "default": {} }, "customStartupProbe": { "type": "object", "description": "Custom startupProbe that overrides the default one", "default": {} }, "resources": { "type": "object", "properties": { "limits": { "type": "object", "description": "The resources limits for the mlflow containers", "default": {} }, "requests": { "type": "object", "description": "The requested resources for the mlflow containers", "default": {} } } }, "podSecurityContext": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enabled mlflow pods' Security Context", "default": true }, "fsGroupChangePolicy": { "type": "string", "description": "Set filesystem group change policy", "default": "Always" }, "sysctls": { "type": "array", "description": "Set kernel settings using the sysctl interface", "default": [], "items": {} }, "supplementalGroups": { "type": "array", "description": "Set filesystem extra groups", "default": [], "items": {} }, "fsGroup": { "type": "number", "description": "Set mlflow pod's Security Context fsGroup", "default": 1001 } } }, "containerSecurityContext": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enabled containers' Security Context", "default": true }, "runAsUser": { "type": "number", "description": "Set containers' Security Context runAsUser", "default": 1001 }, "runAsGroup": { "type": "number", "description": "Set containers' Security Context runAsGroup", "default": 1001 }, "privileged": { "type": "boolean", "description": "Set containers' Security Context privileged", "default": false }, "runAsNonRoot": { "type": "boolean", "description": "Set containers' Security Context runAsNonRoot", "default": true }, "readOnlyRootFilesystem": { "type": "boolean", "description": "Set containers' Security Context runAsNonRoot", "default": true }, "allowPrivilegeEscalation": { "type": "boolean", "description": "Set container's privilege escalation", "default": false }, "capabilities": { "type": "object", "properties": { "drop": { "type": "array", "description": "Set container's Security Context runAsNonRoot", "default": [ "ALL" ], "items": { "type": "string" } } } }, "seccompProfile": { "type": "object", "properties": { "type": { "type": "string", "description": "Set container's Security Context seccomp profile", "default": "RuntimeDefault" } } } } }, "auth": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable basic authentication", "default": true }, "username": { "type": "string", "description": "Admin username", "default": "user" }, "password": { "type": "string", "description": "Admin password", "default": "" }, "existingSecret": { "type": "string", "description": "Name of a secret containing the admin password", "default": "" }, "existingSecretUserKey": { "type": "string", "description": "Key inside the secret containing the admin password", "default": "" }, "existingSecretPasswordKey": { "type": "string", "description": "Key inside the secret containing the admin password", "default": "" }, "extraOverrides": { "type": "object", "description": "Add extra settings to the basic_auth.ini file", "default": {} }, "overridesConfigMap": { "type": "string", "description": "Name of a ConfigMap containing overrides to the basic_auth.ini file", "default": "" } } }, "tls": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable TLS traffic support", "default": false }, "autoGenerated": { "type": "boolean", "description": "Generate automatically self-signed TLS certificates", "default": false }, "certificatesSecret": { "type": "string", "description": "Name of an existing secret that contains the certificates", "default": "" }, "certFilename": { "type": "string", "description": "Certificate filename", "default": "" }, "certKeyFilename": { "type": "string", "description": "Certificate key filename", "default": "" }, "certCAFilename": { "type": "string", "description": "CA Certificate filename", "default": "" } } }, "command": { "type": "array", "description": "Override default container command (useful when using custom images)", "default": [], "items": {} }, "args": { "type": "array", "description": "Override default container args (useful when using custom images)", "default": [], "items": {} }, "extraArgs": { "type": "array", "description": "Add extra arguments together with the default ones", "default": [], "items": {} }, "runUpgradeDB": { "type": "boolean", "description": "Add an init container to run mlflow db upgrade", "default": false }, "automountServiceAccountToken": { "type": "boolean", "description": "Mount Service Account token in pod", "default": false }, "hostAliases": { "type": "array", "description": "mlflow pods host aliases", "default": [], "items": {} }, "podLabels": { "type": "object", "description": "Extra labels for mlflow pods", "default": {} }, "podAnnotations": { "type": "object", "description": "Annotations for mlflow pods", "default": {} }, "podAffinityPreset": { "type": "string", "description": "Pod affinity preset. Ignored if `.affinity` is set. Allowed values: `soft` or `hard`", "default": "" }, "podAntiAffinityPreset": { "type": "string", "description": "Pod anti-affinity preset. Ignored if `.affinity` is set. Allowed values: `soft` or `hard`", "default": "soft" }, "pdb": { "type": "object", "properties": { "create": { "type": "boolean", "description": "Enable/disable a Pod Disruption Budget creation", "default": false }, "minAvailable": { "type": "string", "description": "Minimum number/percentage of pods that should remain scheduled", "default": "1" }, "maxUnavailable": { "type": "string", "description": "Maximum number/percentage of pods that may be made unavailable", "default": "" } } }, "autoscaling": { "type": "object", "properties": { "hpa": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable HPA", "default": false }, "minReplicas": { "type": "string", "description": "Minimum number of replicas", "default": "" }, "maxReplicas": { "type": "string", "description": "Maximum number of replicas", "default": "" }, "targetCPU": { "type": "string", "description": "Target CPU utilization percentage", "default": "" }, "targetMemory": { "type": "string", "description": "Target Memory utilization percentage", "default": "" } } }, "vpa": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable VPA", "default": false }, "annotations": { "type": "object", "description": "Annotations for VPA resource", "default": {} }, "controlledResources": { "type": "array", "description": "VPA List of resources that the vertical pod autoscaler can control. Defaults to cpu and memory", "default": [], "items": {} }, "maxAllowed": { "type": "object", "description": "VPA Max allowed resources for the pod", "default": {} }, "minAllowed": { "type": "object", "description": "VPA Min allowed resources for the pod", "default": {} }, "updatePolicy": { "type": "object", "properties": { "updateMode": { "type": "string", "description": "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", "default": "Auto" } } } } } } }, "nodeAffinityPreset": { "type": "object", "properties": { "type": { "type": "string", "description": "Node affinity preset type. Ignored if `.affinity` is set. Allowed values: `soft` or `hard`", "default": "" }, "key": { "type": "string", "description": "Node label key to match. Ignored if `.affinity` is set", "default": "" }, "values": { "type": "array", "description": "Node label values to match. Ignored if `.affinity` is set", "default": [], "items": {} } } }, "affinity": { "type": "object", "description": "Affinity for mlflow pods assignment", "default": {} }, "nodeSelector": { "type": "object", "description": "Node labels for mlflow pods assignment", "default": {} }, "tolerations": { "type": "array", "description": "Tolerations for mlflow pods assignment", "default": [], "items": {} }, "updateStrategy": { "type": "object", "properties": { "type": { "type": "string", "description": "mlflow statefulset strategy type", "default": "RollingUpdate" } } }, "priorityClassName": { "type": "string", "description": "mlflow pods' priorityClassName", "default": "" }, "topologySpreadConstraints": { "type": "array", "description": "Topology Spread Constraints for pod assignment spread across your cluster among failure-domains. Evaluated as a template", "default": [], "items": {} }, "schedulerName": { "type": "string", "description": "Name of the k8s scheduler (other than default) for mlflow pods", "default": "" }, "terminationGracePeriodSeconds": { "type": "string", "description": "Seconds Redmine pod needs to terminate gracefully", "default": "" }, "lifecycleHooks": { "type": "object", "description": "for the mlflow container(s) to automate configuration before or after startup", "default": {} }, "extraEnvVars": { "type": "array", "description": "Array with extra environment variables to add to mlflow nodes", "default": [], "items": {} }, "extraEnvVarsCM": { "type": "string", "description": "Name of existing ConfigMap containing extra env vars for mlflow nodes", "default": "" }, "extraEnvVarsSecret": { "type": "string", "description": "Name of existing Secret containing extra env vars for mlflow nodes", "default": "" }, "extraVolumes": { "type": "array", "description": "Optionally specify extra list of additional volumes for the mlflow pod(s)", "default": [], "items": {} }, "extraVolumeMounts": { "type": "array", "description": "Optionally specify extra list of additional volumeMounts for the mlflow container(s)", "default": [], "items": {} }, "sidecars": { "type": "array", "description": "Add additional sidecar containers to the mlflow pod(s)", "default": [], "items": {} }, "enableDefaultInitContainers": { "type": "boolean", "description": "Add default init containers to the deployment", "default": true }, "initContainers": { "type": "array", "description": "Add additional init containers to the mlflow pod(s)", "default": [], "items": {} }, "service": { "type": "object", "properties": { "type": { "type": "string", "description": "mlflow service type", "default": "LoadBalancer" }, "ports": { "type": "object", "properties": { "http": { "type": "number", "description": "mlflow service HTTP port", "default": 80 }, "https": { "type": "number", "description": "mlflow service HTTPS port", "default": 443 } } }, "nodePorts": { "type": "object", "properties": { "http": { "type": "string", "description": "Node port for HTTP", "default": "" }, "https": { "type": "string", "description": "Node port for HTTPS", "default": "" } } }, "clusterIP": { "type": "string", "description": "mlflow service Cluster IP", "default": "" }, "loadBalancerIP": { "type": "string", "description": "mlflow service Load Balancer IP", "default": "" }, "loadBalancerSourceRanges": { "type": "array", "description": "mlflow service Load Balancer sources", "default": [], "items": {} }, "labels": { "type": "object", "description": "Add labels to the service object", "default": {} }, "externalTrafficPolicy": { "type": "string", "description": "mlflow service external traffic policy", "default": "Cluster" }, "annotations": { "type": "object", "description": "Additional custom annotations for mlflow service", "default": {} }, "extraPorts": { "type": "array", "description": "Extra ports to expose in mlflow service (normally used with the `sidecars` value)", "default": [], "items": {} }, "sessionAffinity": { "type": "string", "description": "Control where client requests go, to the same pod or round-robin", "default": "None" }, "sessionAffinityConfig": { "type": "object", "description": "Additional settings for the sessionAffinity", "default": {} } } }, "ingress": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable ingress record generation for mlflow", "default": false }, "pathType": { "type": "string", "description": "Ingress path type", "default": "ImplementationSpecific" }, "hostname": { "type": "string", "description": "Default host for the ingress record", "default": "mlflow.local" }, "ingressClassName": { "type": "string", "description": "IngressClass that will be be used to implement the Ingress (Kubernetes 1.18+)", "default": "" }, "path": { "type": "string", "description": "Default path for the ingress record", "default": "/" }, "annotations": { "type": "object", "description": "Additional annotations for the Ingress resource. To enable certificate autogeneration, place here your cert-manager annotations.", "default": {} }, "tls": { "type": "boolean", "description": "Enable TLS configuration for the host defined at `ingress.hostname` parameter", "default": false }, "selfSigned": { "type": "boolean", "description": "Create a TLS secret for this ingress record using self-signed certificates generated by Helm", "default": false }, "extraHosts": { "type": "array", "description": "An array with additional hostname(s) to be covered with the ingress record", "default": [], "items": {} }, "extraPaths": { "type": "array", "description": "An array with additional arbitrary paths that may need to be added to the ingress under the main host", "default": [], "items": {} }, "extraTls": { "type": "array", "description": "TLS configuration for additional hostname(s) to be covered with this ingress record", "default": [], "items": {} }, "secrets": { "type": "array", "description": "Custom TLS certificates as secrets", "default": [], "items": {} }, "extraRules": { "type": "array", "description": "Additional rules to be covered with this ingress record", "default": [], "items": {} } } }, "networkPolicy": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable creation of NetworkPolicy resources", "default": true }, "allowExternal": { "type": "boolean", "description": "The Policy model to apply", "default": true }, "allowExternalEgress": { "type": "boolean", "description": "Allow the pod to access any range of port and all destinations.", "default": true }, "extraIngress": { "type": "array", "description": "Add extra ingress rules to the NetworkPolicy", "default": "[]", "items": {} }, "extraEgress": { "type": "array", "description": "Add extra ingress rules to the NetworkPolicy", "default": "[]", "items": {} } } }, "persistence": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable persistence using Persistent Volume Claims", "default": true }, "mountPath": { "type": "string", "description": "Path to mount the volume at.", "default": "/bitnami/mlflow" }, "subPath": { "type": "string", "description": "The subdirectory of the volume to mount to, useful in dev environments and one PV for multiple services", "default": "" }, "storageClass": { "type": "string", "description": "Storage class of backing PVC", "default": "" }, "labels": { "type": "object", "description": "Persistent Volume labels", "default": {} }, "annotations": { "type": "object", "description": "Persistent Volume Claim annotations", "default": {} }, "accessModes": { "type": "array", "description": "Persistent Volume Access Modes", "default": [ "ReadWriteOnce" ], "items": { "type": "string" } }, "size": { "type": "string", "description": "Size of data volume", "default": "8Gi" }, "existingClaim": { "type": "string", "description": "The name of an existing PVC to use for persistence", "default": "" }, "selector": { "type": "object", "description": "Selector to match an existing Persistent Volume for WordPress data PVC", "default": {} }, "dataSource": { "type": "object", "description": "Custom PVC data source", "default": {} } } }, "tmpVolume": { "type": "object", "properties": { "ephemeral": { "type": "object", "properties": { "enabled": { "type": "boolean", "default": false, "description": "Use a generic ephemeral volume for `/tmp` instead of `emptyDir`" }, "volumeClaimTemplate": { "type": "object", "default": {}, "description": "Custom `volumeClaimTemplate` for the ephemeral volume (YAML map)" } } } } }, "serviceAccount": { "type": "object", "properties": { "create": { "type": "boolean", "description": "Specifies whether a ServiceAccount should be created", "default": true }, "name": { "type": "string", "description": "The name of the ServiceAccount to use.", "default": "" }, "annotations": { "type": "object", "description": "Additional Service Account annotations (evaluated as a template)", "default": {} }, "automountServiceAccountToken": { "type": "boolean", "description": "Automount service account token for the server service account", "default": false } } }, "metrics": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable the export of Prometheus metrics", "default": false }, "serviceMonitor": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "if `true`, creates a Prometheus Operator ServiceMonitor (also requires `metrics.enabled` to be `true`)", "default": false }, "namespace": { "type": "string", "description": "Namespace in which Prometheus is running", "default": "" }, "annotations": { "type": "object", "description": "Additional custom annotations for the ServiceMonitor", "default": {} }, "labels": { "type": "object", "description": "Extra labels for the ServiceMonitor", "default": {} }, "jobLabel": { "type": "string", "description": "The name of the label on the target service to use as the job name in Prometheus", "default": "" }, "honorLabels": { "type": "boolean", "description": "honorLabels chooses the metric's labels on collisions with target labels", "default": false }, "interval": { "type": "string", "description": "Interval at which metrics should be scraped.", "default": "" }, "scrapeTimeout": { "type": "string", "description": "Timeout after which the scrape is ended", "default": "" }, "metricRelabelings": { "type": "array", "description": "Specify additional relabeling of metrics", "default": [], "items": {} }, "relabelings": { "type": "array", "description": "Specify general relabeling", "default": [], "items": {} }, "selector": { "type": "object", "description": "Prometheus instance selector labels", "default": {} } } } } } } }, "run": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable Run deployment", "default": true }, "useJob": { "type": "boolean", "description": "Deploy as job", "default": false }, "backoffLimit": { "type": "number", "description": "set backoff limit of the job", "default": 10 }, "restartPolicy": { "type": "string", "description": "set restart policy of the job", "default": "OnFailure" }, "extraEnvVars": { "type": "array", "description": "Array with extra environment variables to add to run nodes", "default": [], "items": {} }, "extraEnvVarsCM": { "type": "string", "description": "Name of existing ConfigMap containing extra env vars for run nodes", "default": "" }, "extraEnvVarsSecret": { "type": "string", "description": "Name of existing Secret containing extra env vars for run nodes", "default": "" }, "annotations": { "type": "object", "description": "Annotations for the run deployment", "default": {} }, "command": { "type": "array", "description": "Override default container command (useful when using custom images)", "default": [], "items": {} }, "args": { "type": "array", "description": "Override default container args (useful when using custom images)", "default": [], "items": {} }, "terminationGracePeriodSeconds": { "type": "string", "description": "Run termination grace period (in seconds)", "default": "" }, "livenessProbe": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable livenessProbe on Run nodes", "default": true }, "initialDelaySeconds": { "type": "number", "description": "Initial delay seconds for livenessProbe", "default": 5 }, "periodSeconds": { "type": "number", "description": "Period seconds for livenessProbe", "default": 30 }, "timeoutSeconds": { "type": "number", "description": "Timeout seconds for livenessProbe", "default": 20 }, "failureThreshold": { "type": "number", "description": "Failure threshold for livenessProbe", "default": 5 }, "successThreshold": { "type": "number", "description": "Success threshold for livenessProbe", "default": 1 } } }, "readinessProbe": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable readinessProbe on Run nodes", "default": true }, "initialDelaySeconds": { "type": "number", "description": "Initial delay seconds for readinessProbe", "default": 5 }, "periodSeconds": { "type": "number", "description": "Period seconds for readinessProbe", "default": 30 }, "timeoutSeconds": { "type": "number", "description": "Timeout seconds for readinessProbe", "default": 20 }, "failureThreshold": { "type": "number", "description": "Failure threshold for readinessProbe", "default": 5 }, "successThreshold": { "type": "number", "description": "Success threshold for readinessProbe", "default": 1 } } }, "startupProbe": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable startupProbe on Run containers", "default": false }, "initialDelaySeconds": { "type": "number", "description": "Initial delay seconds for startupProbe", "default": 5 }, "periodSeconds": { "type": "number", "description": "Period seconds for startupProbe", "default": 30 }, "timeoutSeconds": { "type": "number", "description": "Timeout seconds for startupProbe", "default": 5 }, "failureThreshold": { "type": "number", "description": "Failure threshold for startupProbe", "default": 5 }, "successThreshold": { "type": "number", "description": "Success threshold for startupProbe", "default": 1 } } }, "customLivenessProbe": { "type": "object", "description": "Custom livenessProbe that overrides the default one", "default": {} }, "customReadinessProbe": { "type": "object", "description": "Custom readinessProbe that overrides the default one", "default": {} }, "customStartupProbe": { "type": "object", "description": "Custom startupProbe that overrides the default one", "default": {} }, "resources": { "type": "object", "properties": { "limits": { "type": "object", "description": "The resources limits for the run containers", "default": {} }, "requests": { "type": "object", "description": "The requested resources for the run containers", "default": {} } } }, "podSecurityContext": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enabled Run pods' Security Context", "default": true }, "fsGroupChangePolicy": { "type": "string", "description": "Set filesystem group change policy", "default": "Always" }, "sysctls": { "type": "array", "description": "Set kernel settings using the sysctl interface", "default": [], "items": {} }, "supplementalGroups": { "type": "array", "description": "Set filesystem extra groups", "default": [], "items": {} }, "fsGroup": { "type": "number", "description": "Set Run pod's Security Context fsGroup", "default": 1001 } } }, "containerSecurityContext": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enabled Run containers' Security Context", "default": true }, "runAsUser": { "type": "number", "description": "Set Run containers' Security Context runAsUser", "default": 1001 }, "runAsGroup": { "type": "number", "description": "Set Run containers' Security Context runAsGroup", "default": 1001 }, "runAsNonRoot": { "type": "boolean", "description": "Set Run containers' Security Context runAsNonRoot", "default": true }, "privileged": { "type": "boolean", "description": "Set Run containers' Security Context privileged", "default": false }, "readOnlyRootFilesystem": { "type": "boolean", "description": "Set Run containers' Security Context runAsNonRoot", "default": true }, "allowPrivilegeEscalation": { "type": "boolean", "description": "Set Run container's privilege escalation", "default": false }, "capabilities": { "type": "object", "properties": { "drop": { "type": "array", "description": "Set Run container's Security Context runAsNonRoot", "default": [ "ALL" ], "items": { "type": "string" } } } }, "seccompProfile": { "type": "object", "properties": { "type": { "type": "string", "description": "Set Run container's Security Context seccomp profile", "default": "RuntimeDefault" } } } } }, "lifecycleHooks": { "type": "object", "description": "for the run container(s) to automate configuration before or after startup", "default": {} }, "runtimeClassName": { "type": "string", "description": "Name of the runtime class to be used by pod(s)", "default": "" }, "automountServiceAccountToken": { "type": "boolean", "description": "Mount Service Account token in pod", "default": false }, "hostAliases": { "type": "array", "description": "run pods host aliases", "default": [], "items": {} }, "labels": { "type": "object", "description": "Extra labels for the run deployment", "default": {} }, "podLabels": { "type": "object", "description": "Extra labels for run pods", "default": {} }, "podAnnotations": { "type": "object", "description": "Annotations for run pods", "default": {} }, "podAffinityPreset": { "type": "string", "description": "Pod affinity preset. Ignored if `run.affinity` is set. Allowed values: `soft` or `hard`", "default": "" }, "podAntiAffinityPreset": { "type": "string", "description": "Pod anti-affinity preset. Ignored if `run.affinity` is set. Allowed values: `soft` or `hard`", "default": "soft" }, "nodeAffinityPreset": { "type": "object", "properties": { "type": { "type": "string", "description": "Node affinity preset type. Ignored if `run.affinity` is set. Allowed values: `soft` or `hard`", "default": "" }, "key": { "type": "string", "description": "Node label key to match. Ignored if `run.affinity` is set", "default": "" }, "values": { "type": "array", "description": "Node label values to match. Ignored if `run.affinity` is set", "default": [], "items": {} } } }, "affinity": { "type": "object", "description": "Affinity for Run pods assignment", "default": {} }, "nodeSelector": { "type": "object", "description": "Node labels for Run pods assignment", "default": {} }, "tolerations": { "type": "array", "description": "Tolerations for Run pods assignment", "default": [], "items": {} }, "topologySpreadConstraints": { "type": "array", "description": "Topology Spread Constraints for pod assignment spread across your cluster among failure-domains", "default": [], "items": {} }, "priorityClassName": { "type": "string", "description": "Run pods' priorityClassName", "default": "" }, "schedulerName": { "type": "string", "description": "Kubernetes pod scheduler registry", "default": "" }, "updateStrategy": { "type": "object", "properties": { "type": { "type": "string", "description": "Run statefulset strategy type", "default": "RollingUpdate" }, "rollingUpdate": { "type": "object", "description": "Run statefulset rolling update configuration parameters", "default": {} } } }, "extraVolumes": { "type": "array", "description": "Optionally specify extra list of additional volumes for the Run pod(s)", "default": [], "items": {} }, "extraVolumeMounts": { "type": "array", "description": "Optionally specify extra list of additional volumeMounts for the Run container(s)", "default": [], "items": {} }, "sidecars": { "type": "array", "description": "Add additional sidecar containers to the Run pod(s)", "default": [], "items": {} }, "enableDefaultInitContainers": { "type": "boolean", "description": "Deploy default init containers", "default": true }, "initContainers": { "type": "array", "description": "Add additional init containers to the Run pod(s)", "default": [], "items": {} }, "networkPolicy": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable creation of NetworkPolicy resources", "default": true }, "allowExternal": { "type": "boolean", "description": "The Policy model to apply", "default": true }, "allowExternalEgress": { "type": "boolean", "description": "Allow the pod to access any range of port and all destinations.", "default": true }, "extraIngress": { "type": "array", "description": "Add extra ingress rules to the NetworkPolicy", "default": "[]", "items": {} }, "extraEgress": { "type": "array", "description": "Add extra ingress rules to the NetworkPolicy", "default": "[]", "items": {} } } }, "source": { "type": "object", "properties": { "type": { "type": "string", "description": "Where the source comes from: Possible values: configmap, git, custom", "default": "configmap" }, "launchCommand": { "type": "string", "description": "deepspeed command to run over the project", "default": "" }, "configMap": { "type": "object", "description": "List of files of the project", "default": {} }, "existingConfigMap": { "type": "string", "description": "Name of a configmap containing the files of the project", "default": "" }, "git": { "type": "object", "properties": { "repository": { "type": "string", "description": "Repository that holds the files", "default": "" }, "revision": { "type": "string", "description": "Revision from the repository to checkout", "default": "" }, "extraVolumeMounts": { "type": "array", "description": "Add extra volume mounts for the Git container", "default": [], "items": {} } } } } }, "serviceAccount": { "type": "object", "properties": { "create": { "type": "boolean", "description": "Enable creation of ServiceAccount for Run pods", "default": true }, "name": { "type": "string", "description": "The name of the ServiceAccount to use", "default": "" }, "automountServiceAccountToken": { "type": "boolean", "description": "Allows auto mount of ServiceAccountToken on the serviceAccount created", "default": false }, "annotations": { "type": "object", "description": "Additional custom annotations for the ServiceAccount", "default": {} } } }, "persistence": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Use a PVC to persist data", "default": false }, "storageClass": { "type": "string", "description": "discourse & sidekiq data Persistent Volume Storage Class", "default": "" }, "existingClaim": { "type": "string", "description": "Use a existing PVC which must be created manually before bound", "default": "" }, "mountPath": { "type": "string", "description": "Path to mount the volume at", "default": "/bitnami/mlflow/data" }, "subPath": { "type": "string", "description": "subPath to use for mounting the volume", "default": "" }, "accessModes": { "type": "array", "description": "Persistent Volume Access Mode", "default": [ "ReadWriteOnce" ], "items": { "type": "string" } }, "dataSource": { "type": "object", "description": "Custom PVC data source", "default": {} }, "selector": { "type": "object", "description": "Selector to match an existing Persistent Volume for the run data PVC", "default": {} }, "size": { "type": "string", "description": "Size of data volume", "default": "8Gi" }, "labels": { "type": "object", "description": "Persistent Volume labels", "default": {} }, "annotations": { "type": "object", "description": "Persistent Volume annotations", "default": {} } } } } }, "volumePermissions": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable init container that changes the owner/group of the PV mount point to `runAsUser:fsGroup`", "default": false }, "image": { "type": "object", "properties": { "registry": { "type": "string", "description": "OS Shell + Utility image registry", "default": "REGISTRY_NAME" }, "repository": { "type": "string", "description": "OS Shell + Utility image repository", "default": "REPOSITORY_NAME/os-shell" }, "pullPolicy": { "type": "string", "description": "OS Shell + Utility image pull policy", "default": "IfNotPresent" }, "pullSecrets": { "type": "array", "description": "OS Shell + Utility image pull secrets", "default": [], "items": {} } } }, "resources": { "type": "object", "properties": { "limits": { "type": "object", "description": "The resources limits for the init container", "default": {} }, "requests": { "type": "object", "description": "The requested resources for the init container", "default": {} } } }, "containerSecurityContext": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Set container security context settings", "default": true }, "runAsUser": { "type": "number", "description": "Set init container's Security Context runAsUser", "default": 0 } } } } }, "waitContainer": { "type": "object", "properties": { "image": { "type": "object", "properties": { "registry": { "type": "string", "description": "Init container wait-container image registry", "default": "REGISTRY_NAME" }, "repository": { "type": "string", "description": "Init container wait-container image name", "default": "REPOSITORY_NAME/os-shell" }, "digest": { "type": "string", "description": "Init container wait-container image digest in the way sha256:aa.... Please note this parameter, if set, will override the tag", "default": "" }, "pullPolicy": { "type": "string", "description": "Init container wait-container image pull policy", "default": "IfNotPresent" }, "pullSecrets": { "type": "array", "description": "Specify docker-registry secret names as an array", "default": "[]", "items": { "type": "string" } } } }, "containerSecurityContext": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enabled containers' Security Context", "default": true }, "runAsUser": { "type": "number", "description": "Set containers' Security Context runAsUser", "default": 1001 }, "runAsNonRoot": { "type": "boolean", "description": "Set containers' Security Context runAsNonRoot", "default": true }, "privileged": { "type": "boolean", "description": "Set containers' Security Context privileged", "default": false }, "readOnlyRootFilesystem": { "type": "boolean", "description": "Set containers' Security Context runAsNonRoot", "default": true }, "allowPrivilegeEscalation": { "type": "boolean", "description": "Set container's privilege escalation", "default": false }, "capabilities": { "type": "object", "properties": { "drop": { "type": "array", "description": "Set container's Security Context runAsNonRoot", "default": [ "ALL" ], "items": { "type": "string" } } } }, "seccompProfile": { "type": "object", "properties": { "type": { "type": "string", "description": "Set container's Security Context seccomp profile", "default": "RuntimeDefault" } } } } } } }, "postgresql": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Switch to enable or disable the PostgreSQL helm chart", "default": true }, "auth": { "type": "object", "properties": { "username": { "type": "string", "description": "Name for a custom user to create", "default": "bn_mlflow" }, "password": { "type": "string", "description": "Password for the custom user to create", "default": "" }, "database": { "type": "string", "description": "Name for a custom database to create", "default": "bitnami_mlflow" }, "existingSecret": { "type": "string", "description": "Name of existing secret to use for PostgreSQL credentials", "default": "" } } }, "architecture": { "type": "string", "description": "PostgreSQL architecture (`standalone` or `replication`)", "default": "standalone" }, "primary": { "type": "object", "properties": { "service": { "type": "object", "properties": { "ports": { "type": "object", "properties": { "postgresql": { "type": "number", "description": "PostgreSQL service port", "default": 5432 } } } } } } } } }, "externalDatabase": { "type": "object", "properties": { "dialectDriver": { "type": "string", "description": "Database dialect(+driver)", "default": "postgresql", "pattern": "^(mysql|mssql|sqlite|postgresql)(\\+\\w+)?$" }, "host": { "type": "string", "description": "Database host", "default": "" }, "port": { "type": "number", "description": "Database port number", "default": 5432 }, "user": { "type": "string", "description": "Non-root username", "default": "postgres" }, "password": { "type": "string", "description": "Password for the non-root username", "default": "" }, "database": { "type": "string", "description": "Database name", "default": "mlflow" }, "authDatabase": { "type": "string", "description": "Database name for the auth module (only if tracking.auth.enabled=true)", "default": "mlflow_auth" }, "existingSecret": { "type": "string", "description": "Name of an existing secret resource containing the database credentials", "default": "" }, "existingSecretPasswordKey": { "type": "string", "description": "Name of an existing secret key containing the database credentials", "default": "db-password" } } }, "minio": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable/disable MinIO® chart installation", "default": true }, "auth": { "type": "object", "properties": { "rootUser": { "type": "string", "description": "MinIO® root username", "default": "admin" }, "rootPassword": { "type": "string", "description": "Password for MinIO® root user", "default": "" }, "existingSecret": { "type": "string", "description": "Name of an existing secret containing the MinIO® credentials", "default": "" } } }, "defaultBuckets": { "type": "string", "description": "Comma, semi-colon or space separated list of MinIO® buckets to create", "default": "mlflow" }, "provisioning": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable/disable MinIO® provisioning job", "default": true }, "extraCommands": { "type": "array", "description": "Extra commands to run on MinIO® provisioning job", "default": [ "mc anonymous set download provisioning/mlflow" ], "items": { "type": "string" } } } }, "tls": { "type": "object", "properties": { "enabled": { "type": "boolean", "description": "Enable/disable MinIO® TLS support", "default": false } } }, "service": { "type": "object", "properties": { "type": { "type": "string", "description": "MinIO® service type", "default": "ClusterIP" }, "loadBalancerIP": { "type": "string", "description": "MinIO® service LoadBalancer IP", "default": "" }, "ports": { "type": "object", "properties": { "api": { "type": "number", "description": "MinIO® service port", "default": 80 } } } } } } }, "externalS3": { "type": "object", "properties": { "host": { "type": "string", "description": "External S3 host", "default": "" }, "port": { "type": "number", "description": "External S3 port number", "default": 443 }, "useCredentialsInSecret": { "type": "boolean", "description": "Whether to use a secret to store the S3 credentials", "default": true }, "accessKeyID": { "type": "string", "description": "External S3 access key ID", "default": "" }, "accessKeySecret": { "type": "string", "description": "External S3 access key secret", "default": "" }, "existingSecret": { "type": "string", "description": "Name of an existing secret resource containing the S3 credentials", "default": "" }, "existingSecretAccessKeyIDKey": { "type": "string", "description": "Name of an existing secret key containing the S3 access key ID", "default": "root-user" }, "existingSecretKeySecretKey": { "type": "string", "description": "Name of an existing secret key containing the S3 access key secret", "default": "root-password" }, "protocol": { "type": "string", "description": "External S3 protocol", "default": "https" }, "bucket": { "type": "string", "description": "External S3 bucket", "default": "mlflow" }, "serveArtifacts": { "type": "boolean", "description": "Whether artifact serving is enabled", "default": true } } } } }