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Kubeflow Notebook


커스텀 이미지​

요구 사항​

  • 8888 포트로 서비스를 노출해야 합니다.
    • 노트북 서버, VSCode 서버 등 웹 서비스를 8888 포트로 노출하면 CONNECT 버튼을 눌렀을 때 해당 서비스로 연결됩니다.
  • jovyan 유저를 사용해야합니다.
    • chown -R jovyan:users /home/jovyan
  • Jupyter lab
    • NB_PREFIX 환경변수에 설정된 값으로 --ServerApp.base_url="${NB_PREFIX}" 옵션을 사용해야합니다.

Example​

설정​

Configurations(PodDefaults)​

Affinity Config​

spawner_ui_config.yaml
spawnerFormDefaults:
  affinityConfig:
    readonly: false
    value: <defaultConfigKey>
    options:
      {}
      # - configKey: <configKey>
      #   displayName: <displayName>
      #   affinity: {}
      #
      # - configKey: "on-demand"
      #   displayName: "on-demand"
      #   affinity:
      #     nodeAffinity:
      #       requiredDuringSchedulingIgnoredDuringExecution:
      #         nodeSelectorTerms:
      #           - matchExpressions:
      #               - key: "karpenter.sh/capacity-type"
      #                 operator: "In"
      #                 values: ["on-demand"]
      #     podAntiAffinity:
      #       requiredDuringSchedulingIgnoredDuringExecution:
      #         - topologyKey: "kubernetes.io/hostname"
      #           namespaceSelector: {}
      #           labelSelector:
      #             matchExpressions:
      #               - key: "notebook-name"
      #                 operator: "Exists"

Tolerations Group​

spawner_ui_config.yaml
spawnerFormDefaults:
  tolerationGroup:
    readonly: false
    value: <defaultConfigKey>
    options:
      {}
      # - groupKey: <groupKey>
      #   displayName: <displayName>
      #   tolerations: []
      #
      # - groupKey: provisioner-a
      #   displayName: provisioner a
      #   tolerations:
      #     - key: "provisioner"
      #       value: "a"
      #       operator: "Equal"
      #       effect: "NoSchedule"