491 lines
20 KiB
Go
491 lines
20 KiB
Go
// Copyright 2018-2023 The Kubeflow Authors
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// https://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package integration
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import (
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"fmt"
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"io/ioutil"
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"testing"
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"time"
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"github.com/golang/glog"
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api "github.com/kubeflow/pipelines/backend/api/v1beta1/go_client"
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experimentparams "github.com/kubeflow/pipelines/backend/api/v1beta1/go_http_client/experiment_client/experiment_service"
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uploadParams "github.com/kubeflow/pipelines/backend/api/v1beta1/go_http_client/pipeline_upload_client/pipeline_upload_service"
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runparams "github.com/kubeflow/pipelines/backend/api/v1beta1/go_http_client/run_client/run_service"
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"github.com/kubeflow/pipelines/backend/api/v1beta1/go_http_client/run_model"
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api_server "github.com/kubeflow/pipelines/backend/src/common/client/api_server/v1"
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"github.com/kubeflow/pipelines/backend/src/common/util"
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"github.com/kubeflow/pipelines/backend/test"
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"github.com/stretchr/testify/assert"
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"github.com/stretchr/testify/suite"
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"k8s.io/apimachinery/pkg/util/yaml"
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)
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type RunApiTestSuite struct {
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suite.Suite
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namespace string
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resourceNamespace string
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experimentClient *api_server.ExperimentClient
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pipelineClient *api_server.PipelineClient
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pipelineUploadClient *api_server.PipelineUploadClient
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runClient *api_server.RunClient
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}
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type RunResourceReferenceSorter []*run_model.APIResourceReference
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func (r RunResourceReferenceSorter) Len() int { return len(r) }
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func (r RunResourceReferenceSorter) Less(i, j int) bool { return r[i].Name < r[j].Name }
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func (r RunResourceReferenceSorter) Swap(i, j int) { r[i], r[j] = r[j], r[i] }
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// Check the namespace have ML pipeline installed and ready
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func (s *RunApiTestSuite) SetupTest() {
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if !*runIntegrationTests {
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s.T().SkipNow()
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return
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}
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if !*isDevMode {
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err := test.WaitForReady(*namespace, *initializeTimeout)
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if err != nil {
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glog.Exitf("Failed to initialize test. Error: %s", err.Error())
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}
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}
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s.namespace = *namespace
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var newExperimentClient func() (*api_server.ExperimentClient, error)
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var newPipelineUploadClient func() (*api_server.PipelineUploadClient, error)
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var newPipelineClient func() (*api_server.PipelineClient, error)
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var newRunClient func() (*api_server.RunClient, error)
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if *isKubeflowMode {
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s.resourceNamespace = *resourceNamespace
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newExperimentClient = func() (*api_server.ExperimentClient, error) {
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return api_server.NewKubeflowInClusterExperimentClient(s.namespace, *isDebugMode)
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}
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newPipelineUploadClient = func() (*api_server.PipelineUploadClient, error) {
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return api_server.NewKubeflowInClusterPipelineUploadClient(s.namespace, *isDebugMode)
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}
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newPipelineClient = func() (*api_server.PipelineClient, error) {
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return api_server.NewKubeflowInClusterPipelineClient(s.namespace, *isDebugMode)
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}
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newRunClient = func() (*api_server.RunClient, error) {
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return api_server.NewKubeflowInClusterRunClient(s.namespace, *isDebugMode)
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}
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} else {
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clientConfig := test.GetClientConfig(*namespace)
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newExperimentClient = func() (*api_server.ExperimentClient, error) {
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return api_server.NewExperimentClient(clientConfig, *isDebugMode)
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}
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newPipelineUploadClient = func() (*api_server.PipelineUploadClient, error) {
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return api_server.NewPipelineUploadClient(clientConfig, *isDebugMode)
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}
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newPipelineClient = func() (*api_server.PipelineClient, error) {
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return api_server.NewPipelineClient(clientConfig, *isDebugMode)
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}
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newRunClient = func() (*api_server.RunClient, error) {
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return api_server.NewRunClient(clientConfig, *isDebugMode)
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}
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}
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var err error
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s.experimentClient, err = newExperimentClient()
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if err != nil {
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glog.Exitf("Failed to get experiment client. Error: %v", err)
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}
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s.pipelineUploadClient, err = newPipelineUploadClient()
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if err != nil {
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glog.Exitf("Failed to get pipeline upload client. Error: %s", err.Error())
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}
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s.pipelineClient, err = newPipelineClient()
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if err != nil {
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glog.Exitf("Failed to get pipeline client. Error: %s", err.Error())
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}
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s.runClient, err = newRunClient()
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if err != nil {
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glog.Exitf("Failed to get run client. Error: %s", err.Error())
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}
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s.cleanUp()
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}
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func (s *RunApiTestSuite) TestRunApis() {
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t := s.T()
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/* ---------- Upload pipelines YAML ---------- */
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helloWorldPipeline, err := s.pipelineUploadClient.UploadFile("../resources/hello-world.yaml", uploadParams.NewUploadPipelineParams())
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assert.Nil(t, err)
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/* ---------- Upload a pipeline version YAML under helloWorldPipeline ---------- */
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time.Sleep(1 * time.Second)
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helloWorldPipelineVersion, err := s.pipelineUploadClient.UploadPipelineVersion(
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"../resources/hello-world.yaml", &uploadParams.UploadPipelineVersionParams{
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Name: util.StringPointer("hello-world-version"),
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Pipelineid: util.StringPointer(helloWorldPipeline.ID),
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})
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assert.Nil(t, err)
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/* ---------- Create a new hello world experiment ---------- */
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experiment := test.GetExperiment("hello world experiment", "", s.resourceNamespace)
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helloWorldExperiment, err := s.experimentClient.Create(&experimentparams.CreateExperimentV1Params{Body: experiment})
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assert.Nil(t, err)
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/* ---------- Create a new hello world run by specifying pipeline version ID ---------- */
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createRunRequest := &runparams.CreateRunV1Params{Body: &run_model.APIRun{
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Name: "hello world",
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Description: "this is hello world",
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ResourceReferences: []*run_model.APIResourceReference{
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{
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Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypeEXPERIMENT, ID: helloWorldExperiment.ID},
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Name: helloWorldExperiment.Name, Relationship: run_model.APIRelationshipOWNER,
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},
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{
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Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypePIPELINEVERSION, ID: helloWorldPipelineVersion.ID},
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Relationship: run_model.APIRelationshipCREATOR,
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},
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},
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}}
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helloWorldRunDetail, _, err := s.runClient.Create(createRunRequest)
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assert.Nil(t, err)
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s.checkHelloWorldRunDetail(t, helloWorldRunDetail, helloWorldExperiment.ID, helloWorldExperiment.Name, helloWorldPipelineVersion.ID, helloWorldPipelineVersion.Name)
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/* ---------- Get hello world run ---------- */
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helloWorldRunDetail, _, err = s.runClient.Get(&runparams.GetRunV1Params{RunID: helloWorldRunDetail.Run.ID})
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assert.Nil(t, err)
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s.checkHelloWorldRunDetail(t, helloWorldRunDetail, helloWorldExperiment.ID, helloWorldExperiment.Name, helloWorldPipelineVersion.ID, helloWorldPipelineVersion.Name)
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/* ---------- Create a new argument parameter experiment ---------- */
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createExperimentRequest := &experimentparams.CreateExperimentV1Params{
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Body: test.GetExperiment("argument parameter experiment", "", s.resourceNamespace),
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}
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argParamsExperiment, err := s.experimentClient.Create(createExperimentRequest)
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assert.Nil(t, err)
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/* ---------- Create a new argument parameter run by uploading workflow manifest ---------- */
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argParamsBytes, err := ioutil.ReadFile("../resources/arguments-parameters.yaml")
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assert.Nil(t, err)
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argParamsBytes, err = yaml.ToJSON(argParamsBytes)
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assert.Nil(t, err)
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createRunRequest = &runparams.CreateRunV1Params{Body: &run_model.APIRun{
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Name: "argument parameter",
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Description: "this is argument parameter",
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PipelineSpec: &run_model.APIPipelineSpec{
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WorkflowManifest: string(argParamsBytes),
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Parameters: []*run_model.APIParameter{
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{Name: "param1", Value: "goodbye"},
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{Name: "param2", Value: "world"},
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},
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},
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ResourceReferences: []*run_model.APIResourceReference{
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{
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Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypeEXPERIMENT, ID: argParamsExperiment.ID},
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Relationship: run_model.APIRelationshipOWNER,
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},
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},
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}}
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argParamsRunDetail, _, err := s.runClient.Create(createRunRequest)
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assert.Nil(t, err)
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s.checkArgParamsRunDetail(t, argParamsRunDetail, argParamsExperiment.ID, argParamsExperiment.Name)
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/* ---------- List all the runs. Both runs should be returned ---------- */
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runs, totalSize, _, err := test.ListAllRuns(s.runClient, s.resourceNamespace)
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assert.Nil(t, err)
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assert.Equal(t, 2, len(runs))
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assert.Equal(t, 2, totalSize)
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/* ---------- List the runs, paginated, sorted by creation time ---------- */
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runs, totalSize, nextPageToken, err := test.ListRuns(
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s.runClient,
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&runparams.ListRunsV1Params{
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PageSize: util.Int32Pointer(1),
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SortBy: util.StringPointer("created_at"),
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},
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s.resourceNamespace)
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assert.Nil(t, err)
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assert.Equal(t, 1, len(runs))
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assert.Equal(t, 2, totalSize)
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/* TODO(issues/1762): fix the following flaky assertion. */
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/* assert.Equal(t, "hello world", runs[0].Name) */
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runs, totalSize, _, err = test.ListRuns(
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s.runClient,
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&runparams.ListRunsV1Params{
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PageSize: util.Int32Pointer(1),
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PageToken: util.StringPointer(nextPageToken),
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},
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s.resourceNamespace)
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assert.Nil(t, err)
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assert.Equal(t, 1, len(runs))
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assert.Equal(t, 2, totalSize)
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/* TODO(issues/1762): fix the following flaky assertion. */
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/* assert.Equal(t, "argument parameter", runs[0].Name) */
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/* ---------- List the runs, paginated, sort by name ---------- */
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runs, totalSize, nextPageToken, err = test.ListRuns(
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s.runClient,
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&runparams.ListRunsV1Params{
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PageSize: util.Int32Pointer(1),
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SortBy: util.StringPointer("name"),
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},
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s.resourceNamespace)
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assert.Nil(t, err)
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assert.Equal(t, 1, len(runs))
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assert.Equal(t, 2, totalSize)
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assert.Equal(t, "argument parameter", runs[0].Name)
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runs, totalSize, _, err = test.ListRuns(
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s.runClient,
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&runparams.ListRunsV1Params{
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PageSize: util.Int32Pointer(1),
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SortBy: util.StringPointer("name"),
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PageToken: util.StringPointer(nextPageToken),
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},
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s.resourceNamespace)
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assert.Nil(t, err)
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assert.Equal(t, 1, len(runs))
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assert.Equal(t, 2, totalSize)
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assert.Equal(t, "hello world", runs[0].Name)
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/* ---------- List the runs, sort by unsupported field ---------- */
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_, _, _, err = test.ListRuns(
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s.runClient,
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&runparams.ListRunsV1Params{PageSize: util.Int32Pointer(2), SortBy: util.StringPointer("unknownfield")},
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s.resourceNamespace)
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assert.NotNil(t, err)
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/* ---------- List runs for hello world experiment. One run should be returned ---------- */
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runs, totalSize, _, err = s.runClient.List(&runparams.ListRunsV1Params{
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ResourceReferenceKeyType: util.StringPointer(string(run_model.APIResourceTypeEXPERIMENT)),
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ResourceReferenceKeyID: util.StringPointer(helloWorldExperiment.ID),
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})
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assert.Nil(t, err)
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assert.Equal(t, 1, len(runs))
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assert.Equal(t, 1, totalSize)
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assert.Equal(t, "hello world", runs[0].Name)
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/* ---------- List the runs, filtered by created_at, only return the previous two runs ---------- */
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time.Sleep(5 * time.Second) // Sleep for 5 seconds to make sure the previous runs are created at a different timestamp
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filterTime := time.Now().Unix()
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time.Sleep(5 * time.Second)
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// Create a new run
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createRunRequest.Body.Name = "argument parameter 2"
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_, _, err = s.runClient.Create(createRunRequest)
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assert.Nil(t, err)
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// Check total number of runs is 3
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runs, totalSize, _, err = test.ListAllRuns(s.runClient, s.resourceNamespace)
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assert.Nil(t, err)
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assert.Equal(t, 3, len(runs))
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assert.Equal(t, 3, totalSize)
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// Check number of filtered runs created before filterTime to be 2
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runs, totalSize, _, err = test.ListRuns(
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s.runClient,
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&runparams.ListRunsV1Params{
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Filter: util.StringPointer(`{"predicates": [{"key": "created_at", "op": 6, "string_value": "` + fmt.Sprint(filterTime) + `"}]}`),
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},
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s.resourceNamespace)
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assert.Nil(t, err)
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assert.Equal(t, 2, len(runs))
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assert.Equal(t, 2, totalSize)
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/* ---------- Archive a run ------------*/
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err = s.runClient.Archive(&runparams.ArchiveRunV1Params{
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ID: helloWorldRunDetail.Run.ID,
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})
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assert.Nil(t, err)
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/* ---------- List runs for hello world experiment. The same run should still be returned, but should be archived ---------- */
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runs, totalSize, _, err = s.runClient.List(&runparams.ListRunsV1Params{
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ResourceReferenceKeyType: util.StringPointer(string(run_model.APIResourceTypeEXPERIMENT)),
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ResourceReferenceKeyID: util.StringPointer(helloWorldExperiment.ID),
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})
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assert.Nil(t, err)
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assert.Equal(t, 1, len(runs))
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assert.Equal(t, 1, totalSize)
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assert.Equal(t, "hello world", runs[0].Name)
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assert.Equal(t, string(runs[0].StorageState), api.Run_STORAGESTATE_ARCHIVED.String())
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/* ---------- Upload long-running pipeline YAML ---------- */
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longRunningPipeline, err := s.pipelineUploadClient.UploadFile("../resources/long-running.yaml", uploadParams.NewUploadPipelineParamsWithTimeout(350))
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assert.Nil(t, err)
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/* ---------- Upload a long-running pipeline version YAML under longRunningPipeline ---------- */
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time.Sleep(1 * time.Second)
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longRunningPipelineVersion, err := s.pipelineUploadClient.UploadPipelineVersion("../resources/long-running.yaml", &uploadParams.UploadPipelineVersionParams{
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Name: util.StringPointer("long-running-version"),
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Pipelineid: util.StringPointer(longRunningPipeline.ID),
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})
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assert.Nil(t, err)
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/* ---------- Create a new long-running run by specifying pipeline ID ---------- */
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createLongRunningRunRequest := &runparams.CreateRunV1Params{Body: &run_model.APIRun{
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Name: "long running",
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Description: "this pipeline will run long enough for us to manually terminate it before it finishes",
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ResourceReferences: []*run_model.APIResourceReference{
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{
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Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypeEXPERIMENT, ID: helloWorldExperiment.ID},
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Relationship: run_model.APIRelationshipOWNER,
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},
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{
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Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypePIPELINEVERSION, ID: longRunningPipelineVersion.ID},
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Relationship: run_model.APIRelationshipCREATOR,
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},
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},
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}}
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longRunningRunDetail, _, err := s.runClient.Create(createLongRunningRunRequest)
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assert.Nil(t, err)
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/* ---------- Terminate the long-running run ------------*/
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err = s.runClient.Terminate(&runparams.TerminateRunV1Params{
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RunID: longRunningRunDetail.Run.ID,
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})
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assert.Nil(t, err)
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/* ---------- Get long-running run ---------- */
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longRunningRunDetail, _, err = s.runClient.Get(&runparams.GetRunV1Params{RunID: longRunningRunDetail.Run.ID})
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assert.Nil(t, err)
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s.checkTerminatedRunDetail(t, longRunningRunDetail, helloWorldExperiment.ID, helloWorldExperiment.Name, longRunningPipelineVersion.ID, longRunningPipelineVersion.Name)
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}
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func (s *RunApiTestSuite) checkTerminatedRunDetail(t *testing.T, runDetail *run_model.APIRunDetail, experimentId string, experimentName string, pipelineVersionId string, pipelineVersionName string) {
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// Check workflow manifest is not empty
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assert.Contains(t, runDetail.Run.PipelineSpec.WorkflowManifest, "wait-awhile")
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// Check runtime workflow manifest is not empty
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assert.Contains(t, runDetail.PipelineRuntime.WorkflowManifest, "wait-awhile")
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expectedRun := &run_model.APIRun{
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ID: runDetail.Run.ID,
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Name: "long running",
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Description: "this pipeline will run long enough for us to manually terminate it before it finishes",
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Status: "Terminating",
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ServiceAccount: test.GetDefaultPipelineRunnerServiceAccount(*isKubeflowMode),
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PipelineSpec: &run_model.APIPipelineSpec{
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PipelineID: runDetail.Run.PipelineSpec.PipelineID,
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PipelineName: runDetail.Run.PipelineSpec.PipelineName,
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WorkflowManifest: runDetail.Run.PipelineSpec.WorkflowManifest,
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},
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ResourceReferences: []*run_model.APIResourceReference{
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{
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Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypeEXPERIMENT, ID: experimentId},
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Name: experimentName, Relationship: run_model.APIRelationshipOWNER,
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},
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{
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Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypePIPELINEVERSION, ID: pipelineVersionId},
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Name: pipelineVersionName, Relationship: run_model.APIRelationshipCREATOR,
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},
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},
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CreatedAt: runDetail.Run.CreatedAt,
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ScheduledAt: runDetail.Run.ScheduledAt,
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FinishedAt: runDetail.Run.FinishedAt,
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}
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assert.True(t, test.VerifyRunResourceReferences(runDetail.Run.ResourceReferences, expectedRun.ResourceReferences))
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expectedRun.ResourceReferences = runDetail.Run.ResourceReferences
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assert.Equal(t, expectedRun, runDetail.Run)
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}
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func (s *RunApiTestSuite) checkHelloWorldRunDetail(t *testing.T, runDetail *run_model.APIRunDetail, experimentId string, experimentName string, pipelineVersionId string, pipelineVersionName string) {
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// Check workflow manifest is not empty
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assert.Contains(t, runDetail.Run.PipelineSpec.WorkflowManifest, "whalesay")
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// Check runtime workflow manifest is not empty
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assert.Contains(t, runDetail.PipelineRuntime.WorkflowManifest, "whalesay")
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expectedRun := &run_model.APIRun{
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ID: runDetail.Run.ID,
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Name: "hello world",
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Description: "this is hello world",
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Status: runDetail.Run.Status,
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ServiceAccount: test.GetDefaultPipelineRunnerServiceAccount(*isKubeflowMode),
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PipelineSpec: &run_model.APIPipelineSpec{
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PipelineID: runDetail.Run.PipelineSpec.PipelineID,
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PipelineName: runDetail.Run.PipelineSpec.PipelineName,
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WorkflowManifest: runDetail.Run.PipelineSpec.WorkflowManifest,
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},
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ResourceReferences: []*run_model.APIResourceReference{
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{
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Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypeEXPERIMENT, ID: experimentId},
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Name: experimentName, Relationship: run_model.APIRelationshipOWNER,
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},
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{
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Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypePIPELINEVERSION, ID: pipelineVersionId},
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Name: pipelineVersionName, Relationship: run_model.APIRelationshipCREATOR,
|
|
},
|
|
},
|
|
CreatedAt: runDetail.Run.CreatedAt,
|
|
ScheduledAt: runDetail.Run.ScheduledAt,
|
|
FinishedAt: runDetail.Run.FinishedAt,
|
|
}
|
|
|
|
assert.True(t, test.VerifyRunResourceReferences(runDetail.Run.ResourceReferences, expectedRun.ResourceReferences))
|
|
expectedRun.ResourceReferences = runDetail.Run.ResourceReferences
|
|
assert.Equal(t, expectedRun, runDetail.Run)
|
|
}
|
|
|
|
func (s *RunApiTestSuite) checkArgParamsRunDetail(t *testing.T, runDetail *run_model.APIRunDetail, experimentId string, experimentName string) {
|
|
argParamsBytes, err := ioutil.ReadFile("../resources/arguments-parameters.yaml")
|
|
assert.Nil(t, err)
|
|
argParamsBytes, err = yaml.ToJSON(argParamsBytes)
|
|
assert.Nil(t, err)
|
|
// Check runtime workflow manifest is not empty
|
|
assert.Contains(t, runDetail.PipelineRuntime.WorkflowManifest, "arguments-parameters-")
|
|
expectedRun := &run_model.APIRun{
|
|
ID: runDetail.Run.ID,
|
|
Name: "argument parameter",
|
|
Description: "this is argument parameter",
|
|
Status: runDetail.Run.Status,
|
|
ServiceAccount: test.GetDefaultPipelineRunnerServiceAccount(*isKubeflowMode),
|
|
PipelineSpec: &run_model.APIPipelineSpec{
|
|
PipelineID: runDetail.Run.PipelineSpec.PipelineID,
|
|
PipelineName: runDetail.Run.PipelineSpec.PipelineName,
|
|
WorkflowManifest: string(argParamsBytes),
|
|
Parameters: []*run_model.APIParameter{
|
|
{Name: "param1", Value: "goodbye"},
|
|
{Name: "param2", Value: "world"},
|
|
},
|
|
},
|
|
ResourceReferences: []*run_model.APIResourceReference{
|
|
{
|
|
Key: &run_model.APIResourceKey{Type: run_model.APIResourceTypeEXPERIMENT, ID: experimentId},
|
|
Name: experimentName, Relationship: run_model.APIRelationshipOWNER,
|
|
},
|
|
},
|
|
CreatedAt: runDetail.Run.CreatedAt,
|
|
ScheduledAt: runDetail.Run.ScheduledAt,
|
|
FinishedAt: runDetail.Run.FinishedAt,
|
|
}
|
|
|
|
assert.True(t, test.VerifyRunResourceReferences(runDetail.Run.ResourceReferences, expectedRun.ResourceReferences))
|
|
expectedRun.ResourceReferences = runDetail.Run.ResourceReferences
|
|
assert.Equal(t, expectedRun, runDetail.Run)
|
|
}
|
|
|
|
func TestRunApi(t *testing.T) {
|
|
suite.Run(t, new(RunApiTestSuite))
|
|
}
|
|
|
|
func (s *RunApiTestSuite) TearDownSuite() {
|
|
if *runIntegrationTests {
|
|
if !*isDevMode {
|
|
s.cleanUp()
|
|
}
|
|
}
|
|
}
|
|
|
|
func (s *RunApiTestSuite) cleanUp() {
|
|
/* ---------- Clean up ---------- */
|
|
test.DeleteAllRuns(s.runClient, s.resourceNamespace, s.T())
|
|
test.DeleteAllPipelines(s.pipelineClient, s.T())
|
|
test.DeleteAllExperiments(s.experimentClient, s.resourceNamespace, s.T())
|
|
}
|