diff --git a/backend/src/apiserver/client_manager.go b/backend/src/apiserver/client_manager.go
index 7004857380c..bd7525b6d32 100644
--- a/backend/src/apiserver/client_manager.go
+++ b/backend/src/apiserver/client_manager.go
@@ -41,15 +41,15 @@ import (
)
const (
- minioServiceHost = "MINIO_SERVICE_SERVICE_HOST"
- minioServicePort = "MINIO_SERVICE_SERVICE_PORT"
- mysqlServiceHost = "MYSQL_SERVICE_HOST"
- mysqlUser = "DBConfig.User"
- mysqlPassword = "DBConfig.Password"
- mysqlServicePort = "MYSQL_SERVICE_PORT"
+ minioServiceHost = "MINIO_SERVICE_SERVICE_HOST"
+ minioServicePort = "MINIO_SERVICE_SERVICE_PORT"
+ mysqlServiceHost = "MYSQL_SERVICE_HOST"
+ mysqlServicePort = "MYSQL_SERVICE_PORT"
+ mysqlUser = "DBConfig.User"
+ mysqlPassword = "DBConfig.Password"
+ mysqlDBName = "DBConfig.DBName"
podNamespace = "POD_NAMESPACE"
- dbName = "mlpipeline"
initConnectionTimeout = "InitConnectionTimeout"
)
@@ -255,6 +255,7 @@ func initMysql(driverName string, initConnectionTimeout time.Duration) string {
util.TerminateIfError(err)
// Create database if not exist
+ dbName := getStringConfig(mysqlDBName)
operation = func() error {
_, err = db.Exec(fmt.Sprintf("CREATE DATABASE IF NOT EXISTS %s", dbName))
if err != nil {
@@ -280,7 +281,7 @@ func initMinioClient(initConnectionTimeout time.Duration) storage.ObjectStoreInt
accessKey := getStringConfig("ObjectStoreConfig.AccessKey")
secretKey := getStringConfig("ObjectStoreConfig.SecretAccessKey")
bucketName := getStringConfig("ObjectStoreConfig.BucketName")
- disableMultipart := getBoolConfigWithDefault("ObjectStoreConfig.Multipart.Disable", false)
+ disableMultipart := getBoolConfigWithDefault("ObjectStoreConfig.Multipart.Disable", true)
minioClient := client.CreateMinioClientOrFatal(minioServiceHost, minioServicePort, accessKey,
secretKey, initConnectionTimeout)
diff --git a/backend/src/apiserver/config/config.json b/backend/src/apiserver/config/config.json
index c8f9c530506..00ee8eb121c 100644
--- a/backend/src/apiserver/config/config.json
+++ b/backend/src/apiserver/config/config.json
@@ -1,7 +1,8 @@
{
"DBConfig": {
"DriverName": "mysql",
- "DataSourceName": ""
+ "DataSourceName": "",
+ "DBName": "mlpipeline"
},
"ObjectStoreConfig":{
"AccessKey": "minio",
diff --git a/contrib/components/openvino/ovms-deployer/containers/evaluate.py b/contrib/components/openvino/ovms-deployer/containers/evaluate.py
index 1f49a0acffd..ad934474439 100755
--- a/contrib/components/openvino/ovms-deployer/containers/evaluate.py
+++ b/contrib/components/openvino/ovms-deployer/containers/evaluate.py
@@ -59,7 +59,7 @@ def getJpeg(path, size, path_prefix):
img = img.astype('float32')
img = img.transpose(2,0,1).reshape(1,3,size,size)
print(path, img.shape, "; data range:",np.amin(img),":",np.amax(img))
- except e:
+ except Exception as e:
print("Can not read the image file", e)
img = None
else:
@@ -138,4 +138,4 @@ def getJpeg(path, size, path_prefix):
json.dump(metrics, f)
f.close
print("\nOverall accuracy=",matched/i*100,"%")
-print("Average latency=",latency,"ms")
\ No newline at end of file
+print("Average latency=",latency,"ms")
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 1bac6456b88..ae282897763 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -34,6 +34,27 @@
}
}
},
+ "@babel/polyfill": {
+ "version": "7.4.4",
+ "resolved": "https://registry.npmjs.org/@babel/polyfill/-/polyfill-7.4.4.tgz",
+ "integrity": "sha512-WlthFLfhQQhh+A2Gn5NSFl0Huxz36x86Jn+E9OW7ibK8edKPq+KLy4apM1yDpQ8kJOVi1OVjpP4vSDLdrI04dg==",
+ "requires": {
+ "core-js": "^2.6.5",
+ "regenerator-runtime": "^0.13.2"
+ },
+ "dependencies": {
+ "core-js": {
+ "version": "2.6.9",
+ "resolved": "https://registry.npmjs.org/core-js/-/core-js-2.6.9.tgz",
+ "integrity": "sha512-HOpZf6eXmnl7la+cUdMnLvUxKNqLUzJvgIziQ0DiF3JwSImNphIqdGqzj6hIKyX04MmV0poclQ7+wjWvxQyR2A=="
+ },
+ "regenerator-runtime": {
+ "version": "0.13.3",
+ "resolved": "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.13.3.tgz",
+ "integrity": "sha512-naKIZz2GQ8JWh///G7L3X6LaQUAMp2lvb1rvwwsURe/VXwD6VMfr+/1NuNw3ag8v2kY1aQ/go5SNn79O9JU7yw=="
+ }
+ }
+ },
"@babel/runtime": {
"version": "7.2.0",
"resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.2.0.tgz",
@@ -2255,6 +2276,11 @@
}
}
},
+ "brace": {
+ "version": "0.11.1",
+ "resolved": "https://registry.npmjs.org/brace/-/brace-0.11.1.tgz",
+ "integrity": "sha1-SJb8ydVE7vRfS7dmDbMg07N5/lg="
+ },
"brace-expansion": {
"version": "1.1.11",
"resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
@@ -4105,6 +4131,11 @@
"resolved": "https://registry.npmjs.org/diff/-/diff-3.5.0.tgz",
"integrity": "sha512-A46qtFgd+g7pDZinpnwiRJtxbC1hpgf0uzP3iG89scHk0AUC7A1TGxf5OiiOUv/JMZR8GOt8hL900hV0bOy5xA=="
},
+ "diff-match-patch": {
+ "version": "1.0.4",
+ "resolved": "https://registry.npmjs.org/diff-match-patch/-/diff-match-patch-1.0.4.tgz",
+ "integrity": "sha512-Uv3SW8bmH9nAtHKaKSanOQmj2DnlH65fUpcrMdfdaOxUG02QQ4YGZ8AE7kKOMisF7UqvOlGKVYWRvezdncW9lg=="
+ },
"diffie-hellman": {
"version": "5.0.3",
"resolved": "https://registry.npmjs.org/diffie-hellman/-/diffie-hellman-5.0.3.tgz",
@@ -5319,7 +5350,8 @@
},
"ansi-regex": {
"version": "2.1.1",
- "bundled": true
+ "bundled": true,
+ "optional": true
},
"aproba": {
"version": "1.2.0",
@@ -5684,7 +5716,8 @@
},
"safe-buffer": {
"version": "5.1.1",
- "bundled": true
+ "bundled": true,
+ "optional": true
},
"safer-buffer": {
"version": "2.1.2",
@@ -5732,6 +5765,7 @@
"strip-ansi": {
"version": "3.0.1",
"bundled": true,
+ "optional": true,
"requires": {
"ansi-regex": "^2.0.0"
}
@@ -5770,11 +5804,13 @@
},
"wrappy": {
"version": "1.0.2",
- "bundled": true
+ "bundled": true,
+ "optional": true
},
"yallist": {
"version": "3.0.2",
- "bundled": true
+ "bundled": true,
+ "optional": true
}
}
},
@@ -8418,6 +8454,11 @@
"integrity": "sha1-+wMJF/hqMTTlvJvsDWngAT3f7bI=",
"dev": true
},
+ "lodash.get": {
+ "version": "4.4.2",
+ "resolved": "https://registry.npmjs.org/lodash.get/-/lodash.get-4.4.2.tgz",
+ "integrity": "sha1-LRd/ZS+jHpObRDjVNBSZ36OCXpk="
+ },
"lodash.isarguments": {
"version": "3.1.0",
"resolved": "https://registry.npmjs.org/lodash.isarguments/-/lodash.isarguments-3.1.0.tgz",
@@ -8433,8 +8474,7 @@
"lodash.isequal": {
"version": "4.5.0",
"resolved": "https://registry.npmjs.org/lodash.isequal/-/lodash.isequal-4.5.0.tgz",
- "integrity": "sha1-QVxEePK8wwEgwizhDtMib30+GOA=",
- "dev": true
+ "integrity": "sha1-QVxEePK8wwEgwizhDtMib30+GOA="
},
"lodash.isfunction": {
"version": "3.0.9",
@@ -11194,6 +11234,36 @@
"scheduler": "^0.12.0"
}
},
+ "react-ace": {
+ "version": "7.0.2",
+ "resolved": "https://registry.npmjs.org/react-ace/-/react-ace-7.0.2.tgz",
+ "integrity": "sha512-+TFuO1nO6dme/q+qEHjb7iOuWI8jRDzeALs9JyH8HoyHb9+A2bC8WHuJyNU3pmPo8623bytgAgzEJAzDMkzjlw==",
+ "requires": {
+ "@babel/polyfill": "^7.4.4",
+ "brace": "^0.11.1",
+ "diff-match-patch": "^1.0.4",
+ "lodash.get": "^4.4.2",
+ "lodash.isequal": "^4.5.0",
+ "prop-types": "^15.7.2"
+ },
+ "dependencies": {
+ "prop-types": {
+ "version": "15.7.2",
+ "resolved": "https://registry.npmjs.org/prop-types/-/prop-types-15.7.2.tgz",
+ "integrity": "sha512-8QQikdH7//R2vurIJSutZ1smHYTcLpRWEOlHnzcWHmBYrOGUysKwSsrC89BCiFj3CbrfJ/nXFdJepOVrY1GCHQ==",
+ "requires": {
+ "loose-envify": "^1.4.0",
+ "object-assign": "^4.1.1",
+ "react-is": "^16.8.1"
+ }
+ },
+ "react-is": {
+ "version": "16.9.0",
+ "resolved": "https://registry.npmjs.org/react-is/-/react-is-16.9.0.tgz",
+ "integrity": "sha512-tJBzzzIgnnRfEm046qRcURvwQnZVXmuCbscxUO5RWrGTXpon2d4c8mI0D8WE6ydVIm29JiLB6+RslkIvym9Rjw=="
+ }
+ }
+ },
"react-codemirror2": {
"version": "5.1.0",
"resolved": "https://registry.npmjs.org/react-codemirror2/-/react-codemirror2-5.1.0.tgz",
diff --git a/frontend/package.json b/frontend/package.json
index ee01ec5ea47..168405881c7 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -6,6 +6,7 @@
"@material-ui/core": "3.7.1",
"@material-ui/icons": "^3.0.1",
"@types/js-yaml": "^3.11.2",
+ "brace": "^0.11.1",
"codemirror": "^5.40.2",
"d3": "^5.7.0",
"d3-dsv": "^1.0.10",
@@ -18,6 +19,7 @@
"portable-fetch": "^3.0.0",
"re-resizable": "^4.9.0",
"react": "^16.7.0",
+ "react-ace": "^7.0.2",
"react-codemirror2": "^5.1.0",
"react-dom": "^16.5.2",
"react-dropzone": "^5.1.0",
diff --git a/frontend/src/components/Editor.test.tsx b/frontend/src/components/Editor.test.tsx
new file mode 100644
index 00000000000..2245fb6ba66
--- /dev/null
+++ b/frontend/src/components/Editor.test.tsx
@@ -0,0 +1,52 @@
+/*
+ * Copyright 2019 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
+ *
+ * https://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.
+ */
+
+import * as React from 'react';
+import { mount } from 'enzyme';
+import Editor from './Editor';
+
+/*
+ These tests mimic https://github.com/securingsincity/react-ace/blob/master/tests/src/ace.spec.js
+ to ensure that editor properties (placeholder and value) can be properly
+ tested.
+*/
+
+describe('Editor', () => {
+ it('renders without a placeholder and value', () => {
+ const tree = mount();
+ expect(tree.html()).toMatchSnapshot();
+ });
+
+ it('renders with a placeholder', () => {
+ const placeholder = 'I am a placeholder.';
+ const tree = mount();
+ expect(tree.html()).toMatchSnapshot();
+ });
+
+ it ('renders a placeholder that contains HTML', () => {
+ const placeholder = 'I am a placeholder with HTML.';
+ const tree = mount();
+ expect(tree.html()).toMatchSnapshot();
+ });
+
+ it('has its value set to the provided value', () => {
+ const value = 'I am a value.';
+ const tree = mount();
+ expect(tree).not.toBeNull();
+ const editor = (tree.instance() as any).editor;
+ expect(editor.getValue()).toBe(value);
+ });
+});
\ No newline at end of file
diff --git a/frontend/src/components/Editor.tsx b/frontend/src/components/Editor.tsx
new file mode 100644
index 00000000000..11dec1c990d
--- /dev/null
+++ b/frontend/src/components/Editor.tsx
@@ -0,0 +1,45 @@
+/*
+ * Copyright 2019 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
+ *
+ * https://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.
+ */
+
+import AceEditor from 'react-ace';
+
+// Modified AceEditor that supports HTML within provided placeholder. This is
+// important because it allows for the usage of multi-line placeholders.
+class Editor extends AceEditor {
+ public updatePlaceholder(): void {
+ const editor = this.editor;
+ const { placeholder } = this.props;
+
+ const showPlaceholder = !editor.session.getValue().length;
+ let node = editor.renderer.placeholderNode;
+ if (!showPlaceholder && node) {
+ editor.renderer.scroller.removeChild(editor.renderer.placeholderNode);
+ editor.renderer.placeholderNode = null;
+ } else if (showPlaceholder && !node) {
+ node = editor.renderer.placeholderNode = document.createElement('div');
+ node.innerHTML = placeholder || '';
+ node.className = 'ace_comment ace_placeholder';
+ node.style.padding = '0 9px';
+ node.style.position = 'absolute';
+ node.style.zIndex = '3';
+ editor.renderer.scroller.appendChild(node);
+ } else if (showPlaceholder && node) {
+ node.innerHTML = placeholder;
+ }
+ }
+}
+
+export default Editor;
\ No newline at end of file
diff --git a/frontend/src/components/__snapshots__/Editor.test.tsx.snap b/frontend/src/components/__snapshots__/Editor.test.tsx.snap
new file mode 100644
index 00000000000..10762a86460
--- /dev/null
+++ b/frontend/src/components/__snapshots__/Editor.test.tsx.snap
@@ -0,0 +1,7 @@
+// Jest Snapshot v1, https://goo.gl/fbAQLP
+
+exports[`Editor renders a placeholder that contains HTML 1`] = `"
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
"`;
+
+exports[`Editor renders with a placeholder 1`] = `"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
"`;
+
+exports[`Editor renders without a placeholder and value 1`] = `"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
"`;
diff --git a/go.mod b/go.mod
index 8e7440e44eb..5cd5d23a99a 100644
--- a/go.mod
+++ b/go.mod
@@ -1,7 +1,7 @@
module github.com/kubeflow/pipelines
require (
- github.com/BurntSushi/toml v0.3.1 // indirect
+ cloud.google.com/go v0.44.3 // indirect
github.com/Masterminds/squirrel v0.0.0-20190107164353-fa735ea14f09
github.com/VividCortex/mysqlerr v0.0.0-20170204212430-6c6b55f8796f
github.com/argoproj/argo v2.3.0+incompatible
@@ -28,18 +28,19 @@ require (
github.com/gogo/protobuf v1.1.1 // indirect
github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b
github.com/golang/groupcache v0.0.0-20180513044358-24b0969c4cb7 // indirect
- github.com/golang/protobuf v1.2.0
- github.com/google/btree v0.0.0-20180124185431-e89373fe6b4a // indirect
- github.com/google/go-cmp v0.2.0
+ github.com/golang/lint v0.0.0-20180702182130-06c8688daad7 // indirect
+ github.com/golang/protobuf v1.3.2
+ github.com/google/go-cmp v0.3.1
github.com/google/gofuzz v0.0.0-20170612174753-24818f796faf // indirect
github.com/google/ml-metadata v0.0.0-20190214221617-0fb82dc56ff7
- github.com/google/pprof v0.0.0-20181206194817-3ea8567a2e57 // indirect
+ github.com/google/pprof v0.0.0-20190723021845-34ac40c74b70 // indirect
github.com/google/uuid v1.0.0
github.com/googleapis/gnostic v0.2.0 // indirect
github.com/gopherjs/gopherjs v0.0.0-20181103185306-d547d1d9531e // indirect
+ github.com/gorilla/websocket v1.4.0 // indirect
github.com/gregjones/httpcache v0.0.0-20180305231024-9cad4c3443a7 // indirect
github.com/grpc-ecosystem/grpc-gateway v1.6.3
- github.com/hashicorp/golang-lru v0.0.0-20180201235237-0fb14efe8c47 // indirect
+ github.com/hashicorp/golang-lru v0.5.3 // indirect
github.com/imdario/mergo v0.3.5 // indirect
github.com/inconshreveable/mousetrap v1.0.0 // indirect
github.com/iris-contrib/go.uuid v2.0.0+incompatible // indirect
@@ -49,6 +50,7 @@ require (
github.com/json-iterator/go v0.0.0-20180701071628-ab8a2e0c74be // indirect
github.com/jtolds/gls v4.2.1+incompatible // indirect
github.com/kataras/iris v10.6.7+incompatible
+ github.com/kr/pty v1.1.8 // indirect
github.com/lib/pq v1.0.0 // indirect
github.com/mattbaird/jsonpatch v0.0.0-20171005235357-81af80346b1a // indirect
github.com/mattn/go-sqlite3 v1.9.0
@@ -75,14 +77,20 @@ require (
go.uber.org/multierr v1.1.0 // indirect
go.uber.org/zap v1.9.1 // indirect
golang.org/x/arch v0.0.0-20181203225421-5a4828bb7045 // indirect
- golang.org/x/net v0.0.0-20181201002055-351d144fa1fc
- golang.org/x/time v0.0.0-20180412165947-fbb02b2291d2 // indirect
- google.golang.org/genproto v0.0.0-20190108161440-ae2f86662275
- google.golang.org/grpc v1.16.0
+ golang.org/x/crypto v0.0.0-20190701094942-4def268fd1a4 // indirect
+ golang.org/x/mobile v0.0.0-20190814143026-e8b3e6111d02 // indirect
+ golang.org/x/net v0.0.0-20190813141303-74dc4d7220e7
+ golang.org/x/sys v0.0.0-20190813064441-fde4db37ae7a // indirect
+ golang.org/x/tools v0.0.0-20190815212832-922a4ee32d1a // indirect
+ google.golang.org/api v0.8.0
+ google.golang.org/genproto v0.0.0-20190801165951-fa694d86fc64
+ google.golang.org/grpc v1.23.0
gopkg.in/airbrake/gobrake.v2 v2.0.9 // indirect
gopkg.in/gemnasium/logrus-airbrake-hook.v2 v2.1.2 // indirect
gopkg.in/inf.v0 v0.9.1 // indirect
gopkg.in/ini.v1 v1.39.3 // indirect
+ gopkg.in/yaml.v2 v2.2.2
+ honnef.co/go/tools v0.0.1-2019.2.2 // indirect
k8s.io/api v0.0.0-20180712090710-2d6f90ab1293
k8s.io/apiextensions-apiserver v0.0.0-20190103235604-e7617803aceb // indirect
k8s.io/apimachinery v0.0.0-20180621070125-103fd098999d
diff --git a/go.sum b/go.sum
index 79bf1c8959b..0b7b2a92e3e 100644
--- a/go.sum
+++ b/go.sum
@@ -1,6 +1,13 @@
cloud.google.com/go v0.26.0 h1:e0WKqKTd5BnrG8aKH3J3h+QvEIQtSUcf2n5UZ5ZgLtQ=
cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
+cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU=
+cloud.google.com/go v0.44.3 h1:0sMegbmn/8uTwpNkB0q9cLEpZ2W5a6kl+wtBQgPWBJQ=
+cloud.google.com/go v0.44.3/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
+cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE=
github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
+github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
github.com/Masterminds/squirrel v0.0.0-20170825200431-a6b93000bd21 h1:7+Xpo0TxPIBqSHVktrR1VYU2LSNTrJ3B79nVzE74nPA=
github.com/Masterminds/squirrel v0.0.0-20170825200431-a6b93000bd21/go.mod h1:xnKTFzjGUiZtiOagBsfnvomW+nJg2usB1ZpordQWqNM=
github.com/Masterminds/squirrel v0.0.0-20190107164353-fa735ea14f09 h1:enWVS77aJkLWVIUExiqF6A8eWTVzCXUKUvkST3/wyKI=
@@ -31,8 +38,10 @@ github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDk
github.com/coreos/etcd v3.3.10+incompatible/go.mod h1:uF7uidLiAD3TWHmW31ZFd/JWoc32PjwdhPthX9715RE=
github.com/coreos/go-etcd v2.0.0+incompatible/go.mod h1:Jez6KQU2B/sWsbdaef3ED8NzMklzPG4d5KIOhIy30Tk=
github.com/coreos/go-semver v0.2.0/go.mod h1:nnelYz7RCh+5ahJtPPxZlU+153eP4D4r3EedlOD2RNk=
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github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
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github.com/denisenkom/go-mssqldb v0.0.0-20181014144952-4e0d7dc8888f/go.mod h1:xN/JuLBIz4bjkxNmByTiV1IbhfnYb6oo99phBn4Eqhc=
github.com/docker/distribution v2.7.0+incompatible h1:neUDAlf3wX6Ml4HdqTrbcOHXtfRN0TFIwt6YFL7N9RU=
github.com/docker/distribution v2.7.0+incompatible/go.mod h1:J2gT2udsDAN96Uj4KfcMRqY0/ypR+oyYUYmja8H+y+w=
@@ -42,6 +51,7 @@ github.com/docker/spdystream v0.0.0-20170912183627-bc6354cbbc29/go.mod h1:Qh8CwZ
github.com/elazarl/goproxy v0.0.0-20181111060418-2ce16c963a8a/go.mod h1:/Zj4wYkgs4iZTTu3o/KG3Itv/qCCa8VVMlb3i9OVuzc=
github.com/emicklei/go-restful v2.8.0+incompatible h1:wN8GCRDPGHguIynsnBartv5GUgGUg1LAU7+xnSn1j7Q=
github.com/emicklei/go-restful v2.8.0+incompatible/go.mod h1:otzb+WCGbkyDHkqmQmT5YD2WR4BBwUdeQoFo8l/7tVs=
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github.com/erikstmartin/go-testdb v0.0.0-20160219214506-8d10e4a1bae5/go.mod h1:a2zkGnVExMxdzMo3M0Hi/3sEU+cWnZpSni0O6/Yb/P0=
github.com/fsnotify/fsnotify v1.4.7 h1:IXs+QLmnXW2CcXuY+8Mzv/fWEsPGWxqefPtCP5CnV9I=
github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo=
@@ -90,28 +100,51 @@ github.com/golang/groupcache v0.0.0-20180513044358-24b0969c4cb7 h1:u4bArs140e9+A
github.com/golang/groupcache v0.0.0-20180513044358-24b0969c4cb7/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
github.com/golang/lint v0.0.0-20180702182130-06c8688daad7/go.mod h1:tluoj9z5200jBnyusfRPU2LqT6J+DAorxEvtC7LHB+E=
github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
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github.com/golang/protobuf v1.2.0 h1:P3YflyNX/ehuJFLhxviNdFxQPkGK5cDcApsge1SqnvM=
github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
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github.com/google/btree v0.0.0-20180124185431-e89373fe6b4a h1:ZJu5NB1Bk5ms4vw0Xu4i+jD32SE9jQXyfnOvwhHqlT0=
github.com/google/btree v0.0.0-20180124185431-e89373fe6b4a/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ=
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github.com/google/go-cmp v0.2.0 h1:+dTQ8DZQJz0Mb/HjFlkptS1FeQ4cWSnN941F8aEG4SQ=
github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
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github.com/gregjones/httpcache v0.0.0-20180305231024-9cad4c3443a7/go.mod h1:FecbI9+v66THATjSRHfNgh1IVFe/9kFxbXtjV0ctIMA=
github.com/grpc-ecosystem/grpc-gateway v1.6.3 h1:oQ+8y59SMDn8Ita1Sh4f94XCUVp8AB84sppXP8Qgiow=
github.com/grpc-ecosystem/grpc-gateway v1.6.3/go.mod h1:RSKVYQBd5MCa4OVpNdGskqpgL2+G+NZTnrVHpWWfpdw=
github.com/hashicorp/golang-lru v0.0.0-20180201235237-0fb14efe8c47 h1:UnszMmmmm5vLwWzDjTFVIkfhvWF1NdrmChl8L2NUDCw=
github.com/hashicorp/golang-lru v0.0.0-20180201235237-0fb14efe8c47/go.mod h1:/m3WP610KZHVQ1SGc6re/UDhFvYD7pJ4Ao+sR/qLZy8=
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github.com/hashicorp/hcl v1.0.0 h1:0Anlzjpi4vEasTeNFn2mLJgTSwt0+6sfsiTG8qcWGx4=
github.com/hashicorp/hcl v1.0.0/go.mod h1:E5yfLk+7swimpb2L/Alb/PJmXilQ/rhwaUYs4T20WEQ=
github.com/hpcloud/tail v1.0.0/go.mod h1:ab1qPbhIpdTxEkNHXyeSf5vhxWSCs/tWer42PpOxQnU=
@@ -125,17 +158,24 @@ github.com/jinzhu/gorm v1.9.1 h1:lDSDtsCt5AGGSKTs8AHlSDbbgif4G4+CKJ8ETBDVHTA=
github.com/jinzhu/gorm v1.9.1/go.mod h1:Vla75njaFJ8clLU1W44h34PjIkijhjHIYnZxMqCdxqo=
github.com/jinzhu/inflection v0.0.0-20180308033659-04140366298a h1:eeaG9XMUvRBYXJi4pg1ZKM7nxc5AfXfojeLLW7O5J3k=
github.com/jinzhu/inflection v0.0.0-20180308033659-04140366298a/go.mod h1:h+uFLlag+Qp1Va5pdKtLDYj+kHp5pxUVkryuEj+Srlc=
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github.com/jinzhu/now v0.0.0-20181116074157-8ec929ed50c3/go.mod h1:oHTiXerJ20+SfYcrdlBO7rzZRJWGwSTQ0iUY2jI6Gfc=
github.com/json-iterator/go v0.0.0-20180701071628-ab8a2e0c74be h1:AHimNtVIpiBjPUhEF5KNCkrUyqTSA5zWUl8sQ2bfGBE=
github.com/json-iterator/go v0.0.0-20180701071628-ab8a2e0c74be/go.mod h1:+SdeFBvtyEkXs7REEP0seUULqWtbJapLOCVDaaPEHmU=
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github.com/jtolds/gls v4.2.1+incompatible/go.mod h1:QJZ7F/aHp+rZTRtaJ1ow/lLfFfVYBRgL+9YlvaHOwJU=
github.com/kataras/iris v10.6.7+incompatible h1:K0K2vh7wJTkMCjCbWmuPDP7YpPAOj9L2AtU7AN79pdM=
github.com/kataras/iris v10.6.7+incompatible/go.mod h1:ki9XPua5SyAJbIxDdsssxevgGrbpBmmvoQmo/A0IodY=
github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
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github.com/lann/builder v0.0.0-20180802200727-47ae307949d0 h1:SOEGU9fKiNWd/HOJuq6+3iTQz8KNCLtVX6idSoTLdUw=
github.com/lann/builder v0.0.0-20180802200727-47ae307949d0/go.mod h1:dXGbAdH5GtBTC4WfIxhKZfyBF/HBFgRZSWwZ9g/He9o=
github.com/lann/ps v0.0.0-20150810152359-62de8c46ede0 h1:P6pPBnrTSX3DEVR4fDembhRWSsG5rVo6hYhAB/ADZrk=
github.com/lann/ps v0.0.0-20150810152359-62de8c46ede0/go.mod h1:vmVJ0l/dxyfGW6FmdpVm2joNMFikkuWg0EoCKLGUMNw=
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github.com/lib/pq v1.0.0/go.mod h1:5WUZQaWbwv1U+lTReE5YruASi9Al49XbQIvNi/34Woo=
github.com/magiconair/properties v1.8.0 h1:LLgXmsheXeRoUOBOjtwPQCWIYqM/LU1ayDtDePerRcY=
github.com/magiconair/properties v1.8.0/go.mod h1:PppfXfuXeibc/6YijjN8zIbojt8czPbwD3XqdrwzmxQ=
@@ -182,6 +222,7 @@ github.com/prometheus/procfs v0.0.0-20181204211112-1dc9a6cbc91a h1:9a8MnZMP0X2nL
github.com/prometheus/procfs v0.0.0-20181204211112-1dc9a6cbc91a/go.mod h1:c3At6R/oaqEKCNdg8wHV1ftS6bRYblBhIjjI8uT2IGk=
github.com/robfig/cron v0.0.0-20180505203441-b41be1df6967 h1:x7xEyJDP7Hv3LVgvWhzioQqbC/KtuUhTigKlH/8ehhE=
github.com/robfig/cron v0.0.0-20180505203441-b41be1df6967/go.mod h1:JGuDeoQd7Z6yL4zQhZ3OPEVHB7fL6Ka6skscFHfmt2k=
+github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFRclV5y23lUDJ4=
github.com/sirupsen/logrus v1.0.6 h1:hcP1GmhGigz/O7h1WVUM5KklBp1JoNS9FggWKdj/j3s=
github.com/sirupsen/logrus v1.0.6/go.mod h1:pMByvHTf9Beacp5x1UXfOR9xyW/9antXMhjMPG0dEzc=
github.com/smartystreets/assertions v0.0.0-20180927180507-b2de0cb4f26d/go.mod h1:OnSkiWE9lh6wB0YB77sQom3nweQdgAjqCqsofrRNTgc=
@@ -206,6 +247,9 @@ github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyC
github.com/valyala/fasttemplate v0.0.0-20170224212429-dcecefd839c4 h1:gKMu1Bf6QINDnvyZuTaACm9ofY+PRh+5vFz4oxBZeF8=
github.com/valyala/fasttemplate v0.0.0-20170224212429-dcecefd839c4/go.mod h1:50wTf68f99/Zt14pr046Tgt3Lp2vLyFZKzbFXTOabXw=
github.com/xordataexchange/crypt v0.0.3-0.20170626215501-b2862e3d0a77/go.mod h1:aYKd//L2LvnjZzWKhF00oedf4jCCReLcmhLdhm1A27Q=
+go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU=
+go.opencensus.io v0.22.0 h1:C9hSCOW830chIVkdja34wa6Ky+IzWllkUinR+BtRZd4=
+go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8=
go.uber.org/atomic v1.3.2 h1:2Oa65PReHzfn29GpvgsYwloV9AVFHPDk8tYxt2c2tr4=
go.uber.org/atomic v1.3.2/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
go.uber.org/multierr v1.1.0 h1:HoEmRHQPVSqub6w2z2d2EOVs2fjyFRGyofhKuyDq0QI=
@@ -215,37 +259,122 @@ go.uber.org/zap v1.9.1/go.mod h1:vwi/ZaCAaUcBkycHslxD9B2zi4UTXhF60s6SWpuDF0Q=
golang.org/x/arch v0.0.0-20181203225421-5a4828bb7045/go.mod h1:cYlCBUl1MsqxdiKgmc4uh7TxZfWSFLOGSRR090WDxt8=
golang.org/x/crypto v0.0.0-20181203042331-505ab145d0a9 h1:mKdxBk7AujPs8kU4m80U72y/zjbZ3UcXC7dClwKbUI0=
golang.org/x/crypto v0.0.0-20181203042331-505ab145d0a9/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4=
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golang.org/x/lint v0.0.0-20180702182130-06c8688daad7/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
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k8s.io/api v0.0.0-20180712090710-2d6f90ab1293 h1:hROmpFC7JMobXFXMmD7ZKZLhDKvr1IKfFJoYS/45G/8=
k8s.io/api v0.0.0-20180712090710-2d6f90ab1293/go.mod h1:iuAfoD4hCxJ8Onx9kaTIt30j7jUFS00AXQi6QMi99vA=
k8s.io/apiextensions-apiserver v0.0.0-20190103235604-e7617803aceb h1:3yElwSbnV34qIVTlGgkbWwWM+wq7fw6i7EKRtLV6z58=
@@ -272,5 +406,6 @@ k8s.io/kube-openapi v0.0.0-20180719232738-d8ea2fe547a4 h1:C8xi0mJeE8wOFsLofmG7JV
k8s.io/kube-openapi v0.0.0-20180719232738-d8ea2fe547a4/go.mod h1:BXM9ceUBTj2QnfH2MK1odQs778ajze1RxcmP6S8RVVc=
k8s.io/kubernetes v1.11.1 h1:wHOPX+teuYaSlUWfL/b24jMH0n7HECbj4Xt8i7kSZIw=
k8s.io/kubernetes v1.11.1/go.mod h1:ocZa8+6APFNC2tX1DZASIbocyYT5jHzqFVsY5aoB7Jk=
+rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
sigs.k8s.io/controller-runtime v0.0.0-20181121180216-5558165425ef h1:3cR5xS/Oii/CbVbZ9qeModvTG83520jdkSKUdTJkwGo=
sigs.k8s.io/controller-runtime v0.0.0-20181121180216-5558165425ef/go.mod h1:HFAYoOh6XMV+jKF1UjFwrknPbowfyHEHHRdJMf2jMX8=
diff --git a/samples/contrib/ibm-samples/watson/source/model-source-code/tf-model/input_data.py b/samples/contrib/ibm-samples/watson/source/model-source-code/tf-model/input_data.py
index fdf46df45d9..9c0427473e0 100644
--- a/samples/contrib/ibm-samples/watson/source/model-source-code/tf-model/input_data.py
+++ b/samples/contrib/ibm-samples/watson/source/model-source-code/tf-model/input_data.py
@@ -4,6 +4,7 @@
"""Functions for downloading and reading MNIST data."""
import gzip
import os
+from six.moves import xrange
from six.moves.urllib.request import urlretrieve
import numpy
@@ -144,4 +145,4 @@ class DataSets(object):
data_sets.train = DataSet(train_images, train_labels)
data_sets.validation = DataSet(validation_images, validation_labels)
data_sets.test = DataSet(test_images, test_labels)
- return data_sets
\ No newline at end of file
+ return data_sets
diff --git a/samples/core/tfx_cab_classification/README.md b/samples/core/tfx_cab_classification/README.md
index 6c27b45f0a9..bdfc1c6236c 100644
--- a/samples/core/tfx_cab_classification/README.md
+++ b/samples/core/tfx_cab_classification/README.md
@@ -56,20 +56,14 @@ Open the Kubeflow pipelines UI. Create a new pipeline, and then upload the compi
1. The name of a GCP project.
2. An output directory in a Google Cloud Storage bucket, of the form `gs:///`.
- On-Premise
- For On-Premise cluster, the pipeline will create a Persistent Volume Claim (PVC), and download
- automatically the
- [source data](https://github.com/kubeflow/pipelines/tree/master/samples/core/tfx_cab_classification/taxi-cab-classification)
- to the PVC.
+ For On-Premise cluster, the pipeline will create a Persistent Volume Claim (PVC), and download automatically the [source date](https://github.com/kubeflow/pipelines/tree/master/samples/core/tfx_cab_classification/taxi-cab-classification) to the PVC.
1. The `output` is PVC mount point for the containers, can be set to `/mnt`.
2. The `project` can be set to `taxi-cab-classification-pipeline-onprem`.
3. If the PVC mounted to `/mnt`, the value of below parameters need to be set as following:
- - `column-names`: `
-/mnt/pipelines/samples/tfx/taxi-cab-classification/column-names.json`
- - `train`: `/mnt/pipelines/samples/tfx/taxi-cab-classification/train.csv`
- - `evaluation`: `/mnt/pipelines/samples/tfx/taxi-cab-classification/eval.csv`
- - `preprocess-module`: `/mnt/pipelines/samples/tfx/taxi-cab-classification/preprocessing.py`
-
-
+ - `column-names`: `/mnt/pipelines/samples/core/tfx_cab_classification/taxi-cab-classification/column-names.json`
+ - `train`: `/mnt/pipelines/samples/core/tfx_cab_classification/taxi-cab-classification/train.csv`
+ - `evaluation`: `/mnt/pipelines/samples/core/tfx_cab_classification/taxi-cab-classification/eval.csv`
+ - `preprocess-module`: `/mnt/pipelines/samples/core/tfx_cab_classification/taxi-cab-classification/preprocessing.py`
## Components source
diff --git a/sdk/python/kfp/compiler/_container_builder.py b/sdk/python/kfp/compiler/_container_builder.py
index b4d16318828..d8a9f785d12 100644
--- a/sdk/python/kfp/compiler/_container_builder.py
+++ b/sdk/python/kfp/compiler/_container_builder.py
@@ -41,7 +41,7 @@ def __init__(self, gcs_staging=None, gcr_image_tag=None, namespace=None):
try:
gcs_bucket = self._get_project_id()
except:
- raise ValueError('Please provide the gcr_staging.')
+ raise ValueError('Cannot get the Google Cloud project ID, please specify the gcs_staging argument.')
self._gcs_staging = 'gs://' + gcs_bucket + '/' + GCS_STAGING_BLOB_DEFAULT_PREFIX
else:
from pathlib import PurePath
@@ -160,7 +160,7 @@ def build(self, local_dir, docker_filename, target_image=None, timeout=1000):
target_image (str): the target image tag to push the final image.
timeout (int): time out in seconds. Default: 1000
"""
- target_image = self._gcr_image_tag if target_image is None else target_image
+ target_image = target_image or self._gcr_image_tag
# Prepare build context
with tempfile.TemporaryDirectory() as local_build_dir:
from ._gcs_helper import GCSHelper
diff --git a/sdk/python/kfp/gcp.py b/sdk/python/kfp/gcp.py
index 6e1cf30273d..c8eab7529d5 100644
--- a/sdk/python/kfp/gcp.py
+++ b/sdk/python/kfp/gcp.py
@@ -14,8 +14,7 @@
from kubernetes.client import V1Toleration
-
-def use_gcp_secret(secret_name='user-gcp-sa', secret_file_path_in_volume='/user-gcp-sa.json', volume_name=None, secret_volume_mount_path='/secret/gcp-credentials'):
+def use_gcp_secret(secret_name='user-gcp-sa', secret_file_path_in_volume=None, volume_name=None, secret_volume_mount_path='/secret/gcp-credentials'):
"""An operator that configures the container to use GCP service account.
The user-gcp-sa secret is created as part of the kubeflow deployment that
@@ -32,8 +31,13 @@ def use_gcp_secret(secret_name='user-gcp-sa', secret_file_path_in_volume='/user-
service account access permission.
"""
+ # permitted values for secret_name = ['admin-gcp-sa', 'user-gcp-sa']
+ if secret_file_path_in_volume is None:
+ secret_file_path_in_volume = '/' + secret_name + '.json'
+
if volume_name is None:
volume_name = 'gcp-credentials-' + secret_name
+
else:
import warnings
warnings.warn('The volume_name parameter is deprecated and will be removed in next release. The volume names are now generated automatically.', DeprecationWarning)
@@ -107,4 +111,4 @@ def _set_preemptible(task):
task.add_node_selector_constraint("cloud.google.com/gke-preemptible", "true")
return task
- return _set_preemptible
\ No newline at end of file
+ return _set_preemptible
diff --git a/sdk/python/tests/compiler/container_builder_test.py b/sdk/python/tests/compiler/container_builder_test.py
index d72bb16575c..3bf7509bb49 100644
--- a/sdk/python/tests/compiler/container_builder_test.py
+++ b/sdk/python/tests/compiler/container_builder_test.py
@@ -21,6 +21,7 @@
from kfp.compiler._component_builder import ContainerBuilder
GCS_BASE = 'gs://kfp-testing/'
+GCR_IMAGE_TAG = 'gcr.io/kfp-testing/image'
@mock.patch('kfp.compiler._gcs_helper.GCSHelper')
class TestContainerBuild(unittest.TestCase):
@@ -39,7 +40,7 @@ def test_wrap_dir_in_tarball(self, mock_gcshelper):
f.write('temporary file two content')
# check
- builder = ContainerBuilder(gcs_staging=GCS_BASE, namespace='')
+ builder = ContainerBuilder(gcs_staging=GCS_BASE, gcr_image_tag=GCR_IMAGE_TAG, namespace='')
builder._wrap_dir_in_tarball(temp_tarball, test_data_dir)
self.assertTrue(os.path.exists(temp_tarball))
with tarfile.open(temp_tarball) as temp_tarball_handle:
@@ -57,7 +58,7 @@ def test_generate_kaniko_yaml(self, mock_gcshelper):
test_data_dir = os.path.join(os.path.dirname(__file__), 'testdata')
# check
- builder = ContainerBuilder(gcs_staging=GCS_BASE, namespace='default')
+ builder = ContainerBuilder(gcs_staging=GCS_BASE, gcr_image_tag=GCR_IMAGE_TAG, namespace='default')
generated_yaml = builder._generate_kaniko_spec(docker_filename='dockerfile',
context='gs://mlpipeline/kaniko_build.tar.gz', target_image='gcr.io/mlpipeline/kaniko_image:latest')
with open(os.path.join(test_data_dir, 'kaniko.basic.yaml'), 'r') as f:
diff --git a/test/.gitignore b/test/.gitignore
new file mode 100644
index 00000000000..fb86d0d665c
--- /dev/null
+++ b/test/.gitignore
@@ -0,0 +1,2 @@
+# temporary folder used in tests
+bin
diff --git a/test/README.md b/test/README.md
index 8add7f2eb35..8b605edee66 100644
--- a/test/README.md
+++ b/test/README.md
@@ -72,6 +72,11 @@ Run the following commands from root of kubeflow/pipelines repo.
#$PULL_PULL_SHA and $WORKSPACE are env variables set by Prow
export PULL_PULL_SHA=pull-sha-placeholder
export WORKSPACE=$(pwd) # root of kubeflow/pipelines git repo
+export SA_KEY_FILE=PATH/TO/YOUR/GCP/PROJECT/SERVICE/ACCOUNT/KEY
+# (optional) uncomment the following to keep reusing the same cluster
+# export TEST_CLUSTER=YOUR_PRECONFIGURED_CLUSTER_NAME
+# (optional) uncomment the following to disable built image caching
+# export DISABLE_IMAGE_CACHING=true
./test/presubmit-tests-with-pipeline-deployment.sh \
--workflow_file e2e_test_gke_v2.yaml \ # You can specify other workflows you want to test too.
diff --git a/test/build-images.sh b/test/build-images.sh
new file mode 100755
index 00000000000..472c219948e
--- /dev/null
+++ b/test/build-images.sh
@@ -0,0 +1,59 @@
+#!/bin/bash
+#
+# Copyright 2018 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.
+
+set -ex
+
+IMAGE_BUILDER_ARG=""
+if [ "$PROJECT" != "ml-pipeline-test" ]; then
+ COPIED_IMAGE_BUILDER_IMAGE=${GCR_IMAGE_BASE_DIR}/image-builder
+ echo "Copy image builder image to ${COPIED_IMAGE_BUILDER_IMAGE}"
+ yes | gcloud container images add-tag \
+ gcr.io/ml-pipeline-test/image-builder:v20181128-0.1.3-rc.1-109-ga5a14dc-e3b0c4 \
+ ${COPIED_IMAGE_BUILDER_IMAGE}:latest
+ IMAGE_BUILDER_ARG="-p image-builder-image=${COPIED_IMAGE_BUILDER_IMAGE}"
+fi
+
+# Image caching can be turned off by setting $DISABLE_IMAGE_CACHING env flag.
+# Note that GCR_IMAGE_BASE_DIR contains commit hash, so whenever there's a code
+# change, we won't use caches for sure.
+BUILT_IMAGES=$(gcloud container images list --repository=${GCR_IMAGE_BASE_DIR})
+if
+ test -z "$DISABLE_IMAGE_CACHING" && \
+ echo "$BUILT_IMAGES" | grep api-server && \
+ echo "$BUILT_IMAGES" | grep frontend && \
+ echo "$BUILT_IMAGES" | grep scheduledworkflow && \
+ echo "$BUILT_IMAGES" | grep persistenceagent;
+then
+ echo "docker images for api-server, frontend, scheduledworkflow and \
+ persistenceagent are already built in ${GCR_IMAGE_BASE_DIR}."
+else
+ echo "submitting argo workflow to build docker images for commit ${PULL_PULL_SHA}..."
+ # Build Images
+ ARGO_WORKFLOW=`argo submit ${DIR}/build_image.yaml \
+ -p image-build-context-gcs-uri="$remote_code_archive_uri" \
+ ${IMAGE_BUILDER_ARG} \
+ -p api-image="${GCR_IMAGE_BASE_DIR}/api-server" \
+ -p frontend-image="${GCR_IMAGE_BASE_DIR}/frontend" \
+ -p scheduledworkflow-image="${GCR_IMAGE_BASE_DIR}/scheduledworkflow" \
+ -p persistenceagent-image="${GCR_IMAGE_BASE_DIR}/persistenceagent" \
+ -n ${NAMESPACE} \
+ --serviceaccount test-runner \
+ -o name
+ `
+ echo "build docker images workflow submitted successfully"
+ source "${DIR}/check-argo-status.sh"
+ echo "build docker images workflow completed"
+fi
diff --git a/test/check-argo-status.sh b/test/check-argo-status.sh
index 64f99841825..80c4d4803cb 100755
--- a/test/check-argo-status.sh
+++ b/test/check-argo-status.sh
@@ -25,7 +25,8 @@ echo "check status of argo workflow $ARGO_WORKFLOW...."
# probing the argo workflow status until it completed. Timeout after 30 minutes
for i in $(seq 1 ${PULL_ARGO_WORKFLOW_STATUS_MAX_ATTEMPT})
do
- WORKFLOW_STATUS=`kubectl get workflow $ARGO_WORKFLOW -n ${NAMESPACE} --show-labels`
+ WORKFLOW_STATUS=`kubectl get workflow $ARGO_WORKFLOW -n ${NAMESPACE} --show-labels 2>&1` \
+ || echo kubectl get workflow failed with "$WORKFLOW_STATUS" # Tolerate temporary network failure during kubectl get workflow
echo $WORKFLOW_STATUS | grep ${WORKFLOW_COMPLETE_KEYWORD} && s=0 && break || s=$? && printf "Workflow ${ARGO_WORKFLOW} is not finished.\n${WORKFLOW_STATUS}\nSleep for 20 seconds...\n" && sleep 20
done
@@ -54,4 +55,4 @@ if [[ $WORKFLOW_STATUS = *"${WORKFLOW_FAILED_KEYWORD}"* ]]; then
exit 1
else
argo get ${ARGO_WORKFLOW} -n ${NAMESPACE}
-fi
\ No newline at end of file
+fi
diff --git a/test/deploy-cluster.sh b/test/deploy-cluster.sh
new file mode 100755
index 00000000000..10f6e0e5d2a
--- /dev/null
+++ b/test/deploy-cluster.sh
@@ -0,0 +1,73 @@
+#!/bin/bash
+#
+# Copyright 2018 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -ex
+
+# Specify TEST_CLUSTER env variable to use an existing cluster.
+TEST_CLUSTER_PREFIX=${WORKFLOW_FILE%.*}
+TEST_CLUSTER_DEFAULT=$(echo $TEST_CLUSTER_PREFIX | cut -d _ -f 1)-${PULL_PULL_SHA:0:7}-${RANDOM}
+TEST_CLUSTER=${TEST_CLUSTER:-${TEST_CLUSTER_DEFAULT}}
+SHOULD_CLEANUP_CLUSTER=false
+
+function clean_up {
+ set +e # the following clean up commands shouldn't exit on error
+
+ echo "Status of pods before clean up:"
+ kubectl get pods --all-namespaces
+
+ echo "Clean up..."
+ if [ $SHOULD_CLEANUP_CLUSTER == true ]; then
+ # --async doesn't wait for this operation to complete, so we can get test
+ # results faster
+ yes | gcloud container clusters delete ${TEST_CLUSTER} --async
+ fi
+}
+trap clean_up EXIT SIGINT SIGTERM
+
+cd ${DIR}
+# test if ${TEST_CLUSTER} exists or not
+if gcloud container clusters describe ${TEST_CLUSTER} &>/dev/null; then
+ echo "Use existing test cluster: ${TEST_CLUSTER}"
+else
+ echo "Creating a new test cluster: ${TEST_CLUSTER}"
+ SHOULD_CLEANUP_CLUSTER=true
+ # "storage-rw" is needed to allow VMs to push to gcr.io
+ # reference: https://cloud.google.com/compute/docs/access/service-accounts#accesscopesiam
+ SCOPE_ARG="--scopes=storage-rw"
+ # Machine type and cluster size is the same as kubeflow deployment to
+ # easily compare performance. We can reduce usage later.
+ NODE_POOL_CONFIG_ARG="--num-nodes=2 --machine-type=n1-standard-8 \
+ --enable-autoscaling --max-nodes=8 --min-nodes=2"
+ gcloud container clusters create ${TEST_CLUSTER} ${SCOPE_ARG} ${NODE_POOL_CONFIG_ARG}
+fi
+
+gcloud container clusters get-credentials ${TEST_CLUSTER}
+
+# when we reuse a cluster when debugging, clean up its kfp installation first
+# this does nothing with a new cluster
+kubectl delete namespace ${NAMESPACE} --wait || echo "No need to delete ${NAMESPACE} namespace. It doesn't exist."
+kubectl create namespace ${NAMESPACE} --dry-run -o yaml | kubectl apply -f -
+
+if [ -z $SA_KEY_FILE ]; then
+ SA_KEY_FILE=${DIR}/key.json
+ # The service account key is for default VM service account.
+ # ref: https://cloud.google.com/compute/docs/access/service-accounts#compute_engine_default_service_account
+ # It was generated by the following command
+ # `gcloud iam service-accounts keys create $SA_KEY_FILE --iam-account ${VM_SERVICE_ACCOUNT}`
+ # Because there's a limit of 10 keys per service account, we are reusing the same key stored in the following bucket.
+ gsutil cp "gs://ml-pipeline-test-keys/ml-pipeline-test-sa-key.json" $SA_KEY_FILE
+fi
+kubectl create secret -n ${NAMESPACE} generic user-gcp-sa --from-file=user-gcp-sa.json=$SA_KEY_FILE --dry-run -o yaml | kubectl apply -f -
diff --git a/test/deploy-pipeline-lite.sh b/test/deploy-pipeline-lite.sh
new file mode 100755
index 00000000000..ae141d680be
--- /dev/null
+++ b/test/deploy-pipeline-lite.sh
@@ -0,0 +1,47 @@
+#!/bin/bash
+#
+# Copyright 2018 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.
+
+set -ex
+
+if ! which kustomize; then
+ # Download kustomize cli tool
+ TOOL_DIR=${DIR}/bin
+ mkdir -p ${TOOL_DIR}
+ wget https://github.com/kubernetes-sigs/kustomize/releases/download/v3.1.0/kustomize_3.1.0_linux_amd64 -O ${TOOL_DIR}/kustomize
+ chmod +x ${TOOL_DIR}/kustomize
+ PATH=${PATH}:${TOOL_DIR}
+fi
+
+# delete argo first because KFP comes with argo too
+kubectl delete namespace argo --wait || echo "No argo installed"
+
+KFP_MANIFEST_DIR=${DIR}/manifests
+pushd ${KFP_MANIFEST_DIR}
+
+# This is the recommended approach to do this.
+# reference: https://github.com/kubernetes-sigs/kustomize/blob/master/docs/eschewedFeatures.md#build-time-side-effects-from-cli-args-or-env-variables
+kustomize edit set image gcr.io/ml-pipeline/api-server=${GCR_IMAGE_BASE_DIR}/api-server:latest
+kustomize edit set image gcr.io/ml-pipeline/persistenceagent=${GCR_IMAGE_BASE_DIR}/persistenceagent:latest
+kustomize edit set image gcr.io/ml-pipeline/scheduledworkflow=${GCR_IMAGE_BASE_DIR}/scheduledworkflow:latest
+kustomize edit set image gcr.io/ml-pipeline/frontend=${GCR_IMAGE_BASE_DIR}/frontend:latest
+cat kustomization.yaml
+
+kustomize build . | kubectl apply -f -
+# show current info
+echo "Status of pods after kubectl apply"
+kubectl get pods -n ${NAMESPACE}
+
+popd
diff --git a/test/install-argo.sh b/test/install-argo.sh
index 6e2ef523d19..fad8af483b0 100755
--- a/test/install-argo.sh
+++ b/test/install-argo.sh
@@ -20,20 +20,25 @@ set -ex
kubectl config set-context $(kubectl config current-context) --namespace=default
echo "Add necessary cluster role bindings"
ACCOUNT=$(gcloud info --format='value(config.account)')
-kubectl create clusterrolebinding PROW_BINDING --clusterrole=cluster-admin --user=$ACCOUNT
-kubectl create clusterrolebinding DEFAULT_BINDING --clusterrole=cluster-admin --serviceaccount=default:default
+kubectl create clusterrolebinding PROW_BINDING --clusterrole=cluster-admin --user=$ACCOUNT --dry-run -o yaml | kubectl apply -f -
+kubectl create clusterrolebinding DEFAULT_BINDING --clusterrole=cluster-admin --serviceaccount=default:default --dry-run -o yaml | kubectl apply -f -
-echo "install argo"
ARGO_VERSION=v2.3.0
-mkdir -p ~/bin/
-export PATH=~/bin/:$PATH
-curl -sSL -o ~/bin/argo https://github.com/argoproj/argo/releases/download/$ARGO_VERSION/argo-linux-amd64
-chmod +x ~/bin/argo
-#kubectl create ns argo
-#kubectl apply -n argo -f https://raw.githubusercontent.com/argoproj/argo/$ARGO_VERSION/manifests/install.yaml
+
+# if argo is not installed
+if ! which argo; then
+ echo "install argo"
+ mkdir -p ~/bin/
+ export PATH=~/bin/:$PATH
+ curl -sSL -o ~/bin/argo https://github.com/argoproj/argo/releases/download/$ARGO_VERSION/argo-linux-amd64
+ chmod +x ~/bin/argo
+fi
+
+kubectl create ns argo --dry-run -o yaml | kubectl apply -f -
+kubectl apply -n argo -f https://raw.githubusercontent.com/argoproj/argo/$ARGO_VERSION/manifests/install.yaml
# Some workflows are deployed to the non-default namespace where the GCP credential secret is stored
# In this case, the default service account in that namespace doesn't have enough permission
echo "add service account for running the test workflow"
-kubectl create serviceaccount test-runner -n ${NAMESPACE}
-kubectl create clusterrolebinding test-admin-binding --clusterrole=cluster-admin --serviceaccount=${NAMESPACE}:test-runner
+kubectl create serviceaccount test-runner -n ${NAMESPACE} --dry-run -o yaml | kubectl apply -f -
+kubectl create clusterrolebinding test-admin-binding --clusterrole=cluster-admin --serviceaccount=${NAMESPACE}:test-runner --dry-run -o yaml | kubectl apply -f -
diff --git a/test/manifests/kustomization.yaml b/test/manifests/kustomization.yaml
new file mode 100644
index 00000000000..d785bf95edf
--- /dev/null
+++ b/test/manifests/kustomization.yaml
@@ -0,0 +1,7 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+
+# Actual image overrides will be added in test scripts.
+images: []
+resources:
+- ../../manifests/kustomize/namespaced-install
diff --git a/test/presubmit-tests-with-pipeline-deployment.sh b/test/presubmit-tests-with-pipeline-deployment.sh
index 7e75642af51..d1a506e06e6 100755
--- a/test/presubmit-tests-with-pipeline-deployment.sh
+++ b/test/presubmit-tests-with-pipeline-deployment.sh
@@ -68,45 +68,25 @@ GCR_IMAGE_BASE_DIR=gcr.io/${PROJECT}/${PULL_PULL_SHA}
TEST_RESULTS_GCS_DIR=gs://${TEST_RESULT_BUCKET}/${PULL_PULL_SHA}/${TEST_RESULT_FOLDER}
DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" > /dev/null && pwd)"
+# Configure `time` command output format.
+TIMEFORMAT="[test-timing] It took %lR."
+
echo "presubmit test starts"
-source "${DIR}/test-prep.sh"
+time source "${DIR}/test-prep.sh"
+echo "test env prepared"
-# Deploy Kubeflow
-source "${DIR}/deploy-kubeflow.sh"
+time source "${DIR}/deploy-cluster.sh"
+echo "cluster deployed"
# Install Argo CLI and test-runner service account
-source "${DIR}/install-argo.sh"
+time source "${DIR}/install-argo.sh"
+echo "argo installed"
-IMAGE_BUILDER_ARG=""
-# When project is not ml-pipeline-test, VMs need permission to fetch some images in gcr.io/ml-pipeline-test.
-if [ "$PROJECT" != "ml-pipeline-test" ]; then
- COPIED_IMAGE_BUILDER_IMAGE=${GCR_IMAGE_BASE_DIR}/image-builder
- echo "Copy image builder image to ${COPIED_IMAGE_BUILDER_IMAGE}"
- yes | gcloud container images add-tag \
- gcr.io/ml-pipeline-test/image-builder:v20181128-0.1.3-rc.1-109-ga5a14dc-e3b0c4 \
- ${COPIED_IMAGE_BUILDER_IMAGE}:latest
- IMAGE_BUILDER_ARG="-p image-builder-image=${COPIED_IMAGE_BUILDER_IMAGE}"
-fi
+time source "${DIR}/build-images.sh"
+echo "KFP images built"
-# Build Images
-echo "submitting argo workflow to build docker images for commit ${PULL_PULL_SHA}..."
-ARGO_WORKFLOW=`argo submit ${DIR}/build_image.yaml \
--p image-build-context-gcs-uri="$remote_code_archive_uri" \
-${IMAGE_BUILDER_ARG} \
--p api-image="${GCR_IMAGE_BASE_DIR}/api-server" \
--p frontend-image="${GCR_IMAGE_BASE_DIR}/frontend" \
--p scheduledworkflow-image="${GCR_IMAGE_BASE_DIR}/scheduledworkflow" \
--p persistenceagent-image="${GCR_IMAGE_BASE_DIR}/persistenceagent" \
--n ${NAMESPACE} \
---serviceaccount test-runner \
--o name
-`
-echo "build docker images workflow submitted successfully"
-source "${DIR}/check-argo-status.sh"
-echo "build docker images workflow completed"
-
-# Deploy the pipeline
-source ${DIR}/deploy-pipeline.sh --gcr_image_base_dir ${GCR_IMAGE_BASE_DIR}
+time source "${DIR}/deploy-pipeline-lite.sh"
+echo "KFP lite deployed"
echo "submitting argo workflow to run tests for commit ${PULL_PULL_SHA}..."
ARGO_WORKFLOW=`argo submit ${DIR}/${WORKFLOW_FILE} \
@@ -119,7 +99,6 @@ ${IMAGE_BUILDER_ARG} \
--serviceaccount test-runner \
-o name
`
-
echo "test workflow submitted successfully"
-source "${DIR}/check-argo-status.sh"
+time source "${DIR}/check-argo-status.sh"
echo "test workflow completed"
diff --git a/test/tools/project-cleaner/main.go b/test/tools/project-cleaner/main.go
new file mode 100644
index 00000000000..d59d44e4720
--- /dev/null
+++ b/test/tools/project-cleaner/main.go
@@ -0,0 +1,164 @@
+// Copyright 2019 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
+//
+// https://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.
+
+package main
+
+import (
+ "context"
+ "flag"
+ "fmt"
+ "io/ioutil"
+ "log"
+ "os"
+ "strings"
+ "time"
+
+ "google.golang.org/api/container/v1"
+ "gopkg.in/yaml.v2"
+)
+
+// project_cleanup tool provides support to cleanup different resources insides a GCP project.
+// Types of resources to be cleaned up in a single execution of the tool is specified as YAML file
+// (run-time parameter flag) to the tool. Each GCP resource is associated with a handler function
+// that performs cleanup. Adding a new resource for cleanup involves - adding a helper function to
+// ProjectCleaner type and updating the switch condition in the CleanupProject method.
+
+var (
+ resourceSpec = flag.String("resource_spec", "", "resource spec yaml file")
+)
+
+// ResourceSpec is the top-level spec specifying GCP resources to be cleaned up in a project.
+type ResourceSpec struct {
+ // ProjectId - GCP Project Id
+ ProjectId string `yaml:"project-id"`
+ // Resources - Spec for each resource to be cleaned up by the tool.
+ Resources []GCPResource `yaml:"resources"`
+}
+
+// GCPResource specifies an individual GCP resource to be cleaned up.
+type GCPResource struct {
+ // Resource - name of the resource is used as key to the handler function.
+ Resource string `yaml:"resource"`
+ // Zones - Multiple zones support.
+ Zones []string `yaml:"zones"`
+ // NamePrefixes - Only support for pre-fixed based filtering as go-client doesn't support regex
+ // based filtering.
+ NamePrefixes []string `yaml:"name-prefixes"`
+ // TimeLapseInHours - Number of hours before the resource needs to be cleaned up.
+ TimeLapseInHours int `yaml:"time-lapse-hours"`
+}
+
+// ProjectCleaner - top level type providing handlers for different GCP resources.
+type ProjectCleaner struct {
+ ProjectId string
+ Resources []GCPResource
+}
+
+// GKEClusterHandler provides support to cleanup GCP resources within the project.
+func (p *ProjectCleaner) GKEClusterHandler(resource GCPResource) {
+ // See https://cloud.google.com/docs/authentication/.
+ // Use GOOGLE_APPLICATION_CREDENTIALS environment variable to specify a service account key file
+ // to authenticate to the API.
+ ctx := context.Background()
+ svc, err := container.NewService(ctx)
+ if err != nil {
+ log.Fatalf("Could not initialize gke client: %v", err)
+ }
+
+ elapsedTime := time.Now().Add(time.Hour * (-1) * time.Duration(resource.TimeLapseInHours))
+ for _, zone := range resource.Zones {
+ log.Printf("Listing gke clusters in zone: %v", zone)
+ listResponse, err := svc.Projects.Zones.Clusters.List(p.ProjectId, zone).Do()
+ if err != nil {
+ log.Printf("Failed listing gke clusters in zone: %v", zone)
+ }
+
+ for _, cluster := range listResponse.Clusters {
+ createdTime, err := time.Parse(time.RFC3339, cluster.CreateTime)
+ if err != nil {
+ log.Printf("Unable to parse created time for cluster: %s. Ignoring cluster",
+ cluster.Name)
+ continue
+ }
+
+ if p.checkForPrefix(cluster.Name, resource.NamePrefixes) && createdTime.Before(elapsedTime) {
+ log.Printf("Found cluster: %s for deletion", cluster.Name)
+ if op, err := svc.Projects.Zones.Clusters.Delete(p.ProjectId, zone, cluster.Name).Do();
+ err != nil {
+ log.Printf("Encountered error calling delete on cluster: %s Error: %v",
+ cluster.Name, err)
+ } else {
+ log.Printf("Kicked off cluster delete : %v", op.TargetLink)
+ }
+ }
+ }
+ }
+}
+
+// checkForPrefix - helper function to check if testStr string has any of the prefix specified in
+// prefixes
+func (p *ProjectCleaner) checkForPrefix(testStr string, prefixes []string) bool {
+ log.Printf("Performing prefix check for String: %s for Prefixes: %v", testStr, prefixes)
+ for _, prefix := range prefixes {
+ if strings.HasPrefix(testStr, prefix) {
+ return true
+ }
+ }
+ return false
+}
+
+// CleanupProject iterates over each resource specified in the spec and calls the corresponding
+// cleanup handler method.
+func (p *ProjectCleaner) CleanupProject() {
+ for _, resource := range p.Resources {
+ switch resource.Resource {
+ case "gke-cluster":
+ p.GKEClusterHandler(resource)
+ default:
+ log.Printf("Un-identified resource: %v found in spec. Ignoring", resource.Resource)
+ }
+ }
+}
+
+func main() {
+ flag.Parse()
+ log.SetOutput(os.Stdout)
+
+ if *resourceSpec == "" {
+ fmt.Fprintln(os.Stderr, "missing resource_spec parameter")
+ flag.Usage()
+ os.Exit(2)
+ }
+
+ if _, err := os.Stat(*resourceSpec); err != nil {
+ log.Fatalf("missing resource spec file")
+ }
+
+ var r ResourceSpec
+ yamlFile, err := ioutil.ReadFile(*resourceSpec)
+ if err != nil {
+ log.Fatalf("Error reading yaml file")
+ }
+
+ err = yaml.Unmarshal(yamlFile, &r)
+ if err != nil {
+ log.Fatalf("Unmarshal: %v", err)
+ }
+
+ p := ProjectCleaner{
+ ProjectId: r.ProjectId,
+ Resources: r.Resources,
+ }
+ p.CleanupProject()
+}
diff --git a/test/tools/project-cleaner/project_cleaner.sh b/test/tools/project-cleaner/project_cleaner.sh
new file mode 100755
index 00000000000..c6cee72ebb5
--- /dev/null
+++ b/test/tools/project-cleaner/project_cleaner.sh
@@ -0,0 +1,27 @@
+#!/bin/bash
+#
+# Copyright 2018 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.
+
+set -ex
+
+SCRIPT_DIR=$(dirname "${BASH_SOURCE}")
+pushd "${SCRIPT_DIR}"
+
+echo "Building project cleaner tool"
+go build .
+
+echo "Executing project cleaner"
+./project-cleaner --resource_spec resource_spec.yaml
+popd
diff --git a/test/tools/project-cleaner/resource_spec.yaml b/test/tools/project-cleaner/resource_spec.yaml
new file mode 100644
index 00000000000..726d7c5abbf
--- /dev/null
+++ b/test/tools/project-cleaner/resource_spec.yaml
@@ -0,0 +1,23 @@
+# Copyright 2019 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.
+
+project-id: ml-pipeline-test
+resources:
+ - resource: gke-cluster
+ zones:
+ - us-east1-b
+ name-prefixes:
+ - e2e-
+ - sample-
+ time-lapse-hours: 24