cluster.yaml

# Copyright 2020 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#      http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# TODO(kunming): kustomize this config to include all the options we currently offer through DM

apiVersion: container.cnrm.cloud.google.com/v1beta1
kind: ContainerCluster
metadata:
  labels:
    mesh_id: "proj-PROJECT_NUMBER" # kpt-set: proj-${gcloud.project.projectNumber}
  name: KUBEFLOW-NAME # kpt-set: ${name}
spec:
  initialNodeCount: 2
  addonsConfig:
    httpLoadBalancing:
      disabled: false
  clusterAutoscaling:
    enabled: true
    autoProvisioningDefaults:
      oauthScopes:
      - https://www.googleapis.com/auth/logging.write
      - https://www.googleapis.com/auth/monitoring
      - https://www.googleapis.com/auth/devstorage.read_only
      serviceAccountRef:
        name: KUBEFLOW-NAME-vm # kpt-set: ${name}-vm
    resourceLimits:
    - resourceType: cpu
      maximum: 128
    - resourceType: memory
      maximum: 2000
    - resourceType: nvidia-tesla-k80
      maximum: 16
  releaseChannel:
    # Per https://github.com/GoogleCloudPlatform/k8s-config-connector/issues/194
    # use upper case for the channels
    channel: STABLE
  # Master version controls the kubernetes API version.
  # Future upgrade of master version might break Kubeflow deployment.
  # At the time of writing, STABLE release channel is using 1.17.
  # knative requires Kubernetes version to be 1.18+. Therefore we set 
  # master version below. We need to make sure reviewing this for future release.
  # Autopilot mode will enforce automatic node upgrade.
  # minMasterVersion: '1.18'
  location: LOCATION # kpt-set: ${location}
  workloadIdentityConfig:
    identityNamespace: PROJECT.svc.id.goog # kpt-set: ${gcloud.core.project}.svc.id.goog
  loggingService: logging.googleapis.com/kubernetes
  monitoringService: monitoring.googleapis.com/kubernetes
  nodeConfig:
    machineType: e2-standard-8
    metadata:
      disable-legacy-endpoints: "true"
    oauthScopes:
    - https://www.googleapis.com/auth/logging.write
    - https://www.googleapis.com/auth/monitoring
    - https://www.googleapis.com/auth/devstorage.read_only
    serviceAccountRef:
      name: KUBEFLOW-NAME-vm # kpt-set: ${name}-vm
    workloadMetadataConfig:
      nodeMetadata: GKE_METADATA_SERVER