diff --git a/docs/docs/20-admins/40-openshift/10-setup.md b/docs/docs/20-admins/40-openshift/10-setup.md index 460c2072da..a3afea0062 100644 --- a/docs/docs/20-admins/40-openshift/10-setup.md +++ b/docs/docs/20-admins/40-openshift/10-setup.md @@ -27,17 +27,23 @@ different version of Renku than what you have or will install. ### RBAC -Generate the RBAC for renku-data-services: +The admin here needs to decide if the ["Resource Pool" feature](../operation/rps) will be used or not. If +it is to be used, then the RBAC for resource pool management must also be +generated and applied by an admin that has access to ClusterRole and +ClusterRoleBinding. +If resource pools are not to be used, then the feature can be disabled in the values +file by setting `dataService.rbac.resourcePools` to `false` (and being admin in the namespace +where Renku is installed should be sufficient). + +#### Enabling Resource Pools + +To have the ["Resource Pool" feature](../operation/rps) enabled, some ClusterRoles and ClusterRoleBindings are needed, to generate them +run: ```bash helm template --namespace renku renku renku/renku -f renku-values.yaml --set amalthea.deployCrd=true --set amalthea-session.deployCrd=true --set dataService.rbac.create=true| yq e '. | select(.kind == "*Role*" and (.metadata.name == "renku-data-service" or .metadata.name == "renku-k8s-watcher"))' > data-services-rbac.yaml ``` -This is because renku-data-services requires ClusterRole and ClusterRoleBinding. -In this case, the Role and RoleBinding will also be handled by the admin as -making the distinction in the charts starts to make it overly complicated for -not much benefits. - :::warning The above command will give you the RBAC from the latest version of Renku. 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+content-hash = "a98ffbc7e41f23684372268d7ecbb592f3bdb50b61b5914670f51e0e7e14bdaf" diff --git a/global-images/datascience/pyproject.toml b/global-images/datascience/pyproject.toml index 8286615f4c..2415ea22ee 100644 --- a/global-images/datascience/pyproject.toml +++ b/global-images/datascience/pyproject.toml @@ -10,7 +10,7 @@ package-mode = false [tool.poetry.dependencies] python = ">=3.12,<3.14" pandas = "^2.3.3" -numpy = "^2.3.5" +numpy = "^2.4.0" scipy = "^1.16.3" scikit-learn = "^1.8.0" plotly = "^6.5.0" diff --git a/helm-chart/renku/templates/data-service/rbac.yaml b/helm-chart/renku/templates/data-service/rbac.yaml index 157154f9e0..1e39919094 100644 --- a/helm-chart/renku/templates/data-service/rbac.yaml +++ b/helm-chart/renku/templates/data-service/rbac.yaml @@ -9,16 +9,6 @@ metadata: release: {{ .Release.Name }} heritage: {{ .Release.Service }} rules: - - apiGroups: - - "" - resources: - - resourcequotas - verbs: - - get - - list - - patch - - delete - - create - apiGroups: - "" resources: @@ -98,27 +88,6 @@ rules: {{- end }} --- apiVersion: rbac.authorization.k8s.io/v1 -kind: ClusterRole -metadata: - name: {{ template "renku.fullname" . }}-data-service - labels: - app: {{ template "renku.name" . }} - chart: {{ template "renku.chart" . }} - release: {{ .Release.Name }} - heritage: {{ .Release.Service }} -rules: - - apiGroups: - - "scheduling.k8s.io" - resources: - - priorityclasses - verbs: - - get - - list - - patch - - delete - - create ---- -apiVersion: rbac.authorization.k8s.io/v1 kind: RoleBinding metadata: name: {{ template "renku.fullname" . }}-data-service @@ -135,22 +104,4 @@ subjects: - kind: ServiceAccount name: {{ template "renku.fullname" . }}-data-service namespace: {{ .Release.Namespace }} ---- -apiVersion: rbac.authorization.k8s.io/v1 -kind: ClusterRoleBinding -metadata: - name: {{ template "renku.fullname" . }}-data-service - labels: - app: {{ template "renku.name" . }} - chart: {{ template "renku.chart" . }} - release: {{ .Release.Name }} - heritage: {{ .Release.Service }} -roleRef: - apiGroup: rbac.authorization.k8s.io - kind: ClusterRole - name: {{ template "renku.fullname" . }}-data-service -subjects: - - kind: ServiceAccount - name: {{ template "renku.fullname" . }}-data-service - namespace: {{ .Release.Namespace }} {{- end -}} diff --git a/helm-chart/renku/templates/data-service/rbac_resource_pool.yaml b/helm-chart/renku/templates/data-service/rbac_resource_pool.yaml new file mode 100644 index 0000000000..cbd730d3bc --- /dev/null +++ b/helm-chart/renku/templates/data-service/rbac_resource_pool.yaml @@ -0,0 +1,80 @@ +{{ if and .Values.dataService.rbac.enableResourcePool .Values.dataService.rbac.create}} +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: Role +metadata: + name: {{ template "renku.fullname" . }}-data-service-resource-pool + labels: + app: {{ template "renku.name" . }} + chart: {{ template "renku.chart" . }} + release: {{ .Release.Name }} + heritage: {{ .Release.Service }} +rules: + - apiGroups: + - "" + resources: + - resourcequotas + verbs: + - get + - list + - patch + - delete + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: RoleBinding +metadata: + name: {{ template "renku.fullname" . }}-data-service-resource-pool + labels: + app: {{ template "renku.name" . }} + chart: {{ template "renku.chart" . }} + release: {{ .Release.Name }} + heritage: {{ .Release.Service }} +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: Role + name: {{ template "renku.fullname" . }}-data-service-resource-pool +subjects: + - kind: ServiceAccount + name: {{ template "renku.fullname" . }}-data-service-resource-pool + namespace: {{ .Release.Namespace }} +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: {{ template "renku.fullname" . }}-data-service-resource-pool + labels: + app: {{ template "renku.name" . }} + chart: {{ template "renku.chart" . }} + release: {{ .Release.Name }} + heritage: {{ .Release.Service }} +rules: + - apiGroups: + - "scheduling.k8s.io" + resources: + - priorityclasses + verbs: + - get + - list + - patch + - delete + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: {{ template "renku.fullname" . }}-data-service-resource-pool + labels: + app: {{ template "renku.name" . }} + chart: {{ template "renku.chart" . }} + release: {{ .Release.Name }} + heritage: {{ .Release.Service }} +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: {{ template "renku.fullname" . }}-data-service-resource-pool +subjects: + - kind: ServiceAccount + name: {{ template "renku.fullname" . }}-data-service-resource-pool + namespace: {{ .Release.Namespace }} +{{- end -}} diff --git a/helm-chart/renku/values.yaml b/helm-chart/renku/values.yaml index 80921482c1..b05f08dd22 100644 --- a/helm-chart/renku/values.yaml +++ b/helm-chart/renku/values.yaml @@ -1477,6 +1477,14 @@ platformInit: dataService: rbac: create: true + # Resource pools allow Renkulab administrators to define pools of compute resources + # that can be used for user sessions. This allows to separate resources for different + # user groups, e.g. students vs researchers. + # The feature is based on Kubernetes PriorityClasses, which are non-namespaced, therefore to access that resource + # the data-service service account needs a ClusterRole and the corresponding ClusterRoleBinding. + # If you are not allowed to create ClusterRoles in your cluster, you can disable the feature by setting + # `enableResourcePool` to false. + enableResourcePool: true image: repository: renku/renku-data-service tag: "0.65.0"