Build Goptuna Suggestion image in CI (kubeflow#1154)

* Build goptuna in CI

* Update prow

* Delete Image Pull Policy

manifests/v1alpha3/katib-controller/katib-config.yaml

@@ -46,5 +46,8 @@ data:
             "memory": "200Mi"
           }
         }
+      },
+      "cmaes": {
+        "image": "gcr.io/kubeflow-images-public/katib/v1alpha3/suggestion-goptuna"
       }
     }

prow_config.yaml

@@ -31,6 +31,7 @@ workflows:
     - cmd/suggestion/hyperopt/v1alpha3/*
     - cmd/suggestion/nas/enas/v1alpha3/*
     - cmd/suggestion/skopt/v1alpha3/*
+    - cmd/suggestion/goptuna/v1alpha3/*
     - cmd/ui/v1alpha3/*
     - examples/v1alpha3/*.yaml
     - test/e2e/v1alpha3/*
@@ -71,6 +72,7 @@ workflows:
     - cmd/suggestion/hyperopt/v1alpha3/*
     - cmd/suggestion/nas/enas/v1alpha3/*
     - cmd/suggestion/skopt/v1alpha3/*
+    - cmd/suggestion/goptuna/v1alpha3/*
     - cmd/ui/v1alpha3/*
     - examples/v1alpha3/*.yaml
     - test/e2e/v1alpha3/*

test/scripts/v1alpha3/build-suggestion-goptuna.sh

@@ -0,0 +1,42 @@
+#!/bin/bash
+
+# Copyright 2018 The Kubeflow Authors.
+#
+# 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.
+
+# This shell script is used to build an image from our argo workflow
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+export PATH=${GOPATH}/bin:/usr/local/go/bin:${PATH}
+REGISTRY="${GCP_REGISTRY}"
+PROJECT="${GCP_PROJECT}"
+GO_DIR=${GOPATH}/src/github.com/${REPO_OWNER}/${REPO_NAME}-suggestion-goptuna
+VERSION=$(git describe --tags --always --dirty)
+
+echo "Activating service-account"
+gcloud auth activate-service-account --key-file=${GOOGLE_APPLICATION_CREDENTIALS}
+
+echo "Copy source to GOPATH"
+mkdir -p ${GO_DIR}
+cp -r cmd ${GO_DIR}/cmd
+cp -r pkg ${GO_DIR}/pkg
+cp -r vendor ${GO_DIR}/vendor
+
+cd ${GO_DIR}
+
+cp cmd/suggestion/goptuna/v1alpha3/Dockerfile .
+gcloud builds submit . --tag=${REGISTRY}/${REPO_NAME}/v1alpha3/suggestion-goptuna:${VERSION} --project=${PROJECT}
+gcloud container images add-tag --quiet ${REGISTRY}/${REPO_NAME}/v1alpha3/suggestion-goptuna:${VERSION} ${REGISTRY}/${REPO_NAME}/v1alpha3/suggestion-goptuna:latest --verbosity=info

test/workflows/components/workflows-v1alpha3.libsonnet

@@ -239,6 +239,10 @@
                     name: "build-suggestion-skopt",
                     template: "build-suggestion-skopt",
                   },
+                  {
+                    name: "build-suggestion-goptuna",
+                    template: "build-suggestion-goptuna",
+                  },
                   {
                     name: "build-earlystopping-median",
                     template: "build-earlystopping-median",
@@ -421,6 +425,9 @@
             $.parts(namespace, name, overrides).e2e(prow_env, bucket).buildTemplate("build-suggestion-enas", testWorkerImage, [
               "test/scripts/v1alpha3/build-suggestion-enas.sh",
             ]),  // build-suggestion-enas
+            $.parts(namespace, name, overrides).e2e(prow_env, bucket).buildTemplate("build-suggestion-goptuna", testWorkerImage, [
+              "test/scripts/v1alpha3/build-suggestion-goptuna.sh",
+            ]),  // build-suggestion-enas
             $.parts(namespace, name, overrides).e2e(prow_env, bucket).buildTemplate("build-earlystopping-median", testWorkerImage, [
               "test/scripts/v1alpha3/build-earlystopping-median.sh",
             ]),  // build-earlystopping-median