TF Job Operator

tf-job-operator.json

{
  "apiVersion":"v1",
  "kind":"Template",
  "template":"kubeflow-operator",
  "labels":{
    "template":"kubeflow-operator"
  },
  "message":"Kubeflow TfJob Operator",
  "metadata":{
    "name":"kubeflow-operator",
    "annotations":{
      "openshift.io/display-name":"Kubeflow-operator",
      "description":"Kubeflow-operator",
      "template.openshift.io/long-description":"",
      "template.openshift.io/provider-display-name":"Red Hat, Inc.",
      "template.openshift.io/documentation-url":"http://radanalytics.io",
      "template.openshift.io/support-url":"https://access.redhat.com"
    }
  },
  "objects":[
    {
      "apiVersion":"v1",
      "kind":"ServiceAccount",
      "metadata":{
        "name":"${KUBEFLOW_OPERATOR_NAME}-sa",
        "labels":{
          "appName":"${KUBEFLOW_OPERATOR_NAME}"
        }
      }
    },
    {
      "apiVersion":"v1",
      "data":{
        "controller_config_file.yaml":"grpcServerFilePath: /opt/mlkube/grpc_tensorflow_server/grpc_tensorflow_server.py"
      },
      "kind":"ConfigMap",
      "metadata":{
        "name":"${KUBEFLOW_OPERATOR_NAME}-config"
      }
    },
    {
      "apiVersion":"extensions/v1beta1",
      "kind":"Deployment",
      "metadata":{
        "name":"${KUBEFLOW_OPERATOR_NAME}"
      },
      "spec":{
        "replicas":1,
        "template":{
          "metadata":{
            "labels":{
              "appName":"${KUBEFLOW_OPERATOR_NAME}"
            }
          },
          "spec":{
            "containers":[
              {
                "command":[
                  "/opt/mlkube/tf_operator",
                  "--controller-config-file=/etc/config/controller_config_file.yaml",
                  "--alsologtostderr",
                  "-v=1"
                ],
                "env":[
                  {
                    "name":"MY_POD_NAMESPACE",
                    "valueFrom":{
                      "fieldRef":{
                        "fieldPath":"metadata.namespace"
                      }
                    }
                  },
                  {
                    "name":"MY_POD_NAME",
                    "valueFrom":{
                      "fieldRef":{
                        "fieldPath":"metadata.name"
                      }
                    }
                  }
                ],
                "image":"gcr.io/tf-on-k8s-dogfood/tf_operator:v20180117-04425d9-dirty-e3b0c44",
                "name":"${KUBEFLOW_OPERATOR_NAME}",
                "volumeMounts":[
                  {
                    "mountPath":"/etc/config",
                    "name":"config-volume"
                  }
                ]
              }
            ],
            "serviceAccountName":"${KUBEFLOW_OPERATOR_NAME}-sa",
            "volumes":[
              {
                "configMap":{
                  "name":"${KUBEFLOW_OPERATOR_NAME}-config"
                },
                "name":"config-volume"
              }
            ]
          }
        }
      }
    }
  ],
  "parameters":[
    {
      "description":"Name of the Kubeflow Application",
      "displayName":"Application Name",
      "name":"KUBEFLOW_OPERATOR_NAME",
      "value":"tf-job-operator",
      "required":true
    }
  ]
}