Repository: kubeflow/kfp-tekton (language: python)

Issue:
Upgrade API server to use Tekton version >= 0.19
/kind feature

**Description:**
[A clear and concise description of what your proposal. What problem does it solve?]
Since Tekton version v0.19.0 released, it contains the features (e.g custom task) we may need to use. But seems it was blocked by the issue of:
https://github.com/argoproj/argo/issues/4425

And the PR provided:
https://github.com/argoproj/argo/pull/4810

After that, we can upgrade kfp-tekton API Server to Tekton version 0.19.0.

**Additional information:**
[Miscellaneous information that will assist in solving the issue.]



Discussion / hints:
We are trying to remove all the Argo mock api/tests so it doesn't have to depend on the Argo version. Another task for Tekton 0.19 is to update all the k8s function calls to `go-client 0.18.x`. For example,
https://github.com/tektoncd/pipeline/pull/3319/files#diff-3b3ca39720cb7f55cf1c1529cee802b2f712fcbec78de47484eb3fc5f1d0eed5R34
@Tomcli Do you know when we could upgrade tekton to latest version?

Fix patch:
diff --git a/README.md b/README.md
index 077a88d5cb..8f44d521dd 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@ has Steps. Please look for more details in [Tekton repo](https://github.com/tekt
 ## Kubeflow Pipeline with Tekton Backend
 
 We are currently using [Kubeflow Pipelines 1.3.0](https://github.com/kubeflow/pipelines/releases/tag/1.3.0) and
-[Tekton >= 0.16.0](https://github.com/tektoncd/pipeline/releases/tag/v0.16.0) for this project.
+[Tekton >= 0.20.1](https://github.com/tektoncd/pipeline/releases/tag/v0.20.1) for this project.
 
 ![kfp-tekton](images/kfp-tekton.png)
 
diff --git a/backend/README.md.rej.patch b/backend/README.md.rej.patch
deleted file mode 100644
index 3359e91ad8..0000000000
--- a/backend/README.md.rej.patch
+++ /dev/null
@@ -1,71 +0,0 @@
-diff a/backend/README.md b/backend/README.md
-@@ -3,46 +3,41 @@ Pipelines backend.
- 
- ## Building & Testing
- 
--All components can be built using [Bazel](https://bazel.build/). To build
--everything under backend, run: `bazel build --action_env=PATH
----define=grpc_no_ares=true //backend/...`
-+To run all unittests for backend: 
- 
--To run all tests: `bazel test --action_env=PATH --define=grpc_no_ares=true
--//backend/...`
-+```
-+go test -v -cover ./backend/...
-+```
-+
-+The API server itself can be built using:
- 
--The API server itself can only be built/tested using Bazel. The following
--commands target building and testing just the API server. `bazel build
----action_env=PATH --define=grpc_no_ares=true backend/src/apiserver/...` `bazel
--test --action_env=PATH --define=grpc_no_ares=true backend/src/apiserver/...`
-+```
-+go build -o /tmp/apiserver backend/src/apiserver/*.go
-+```
- 
--## Building APIServer Image using Remote Build Execution
-+## Building APIServer image locally
- 
--If you are a dev in the Kubeflow Pipelines team, you can use
--[Remote Build Execution Service](https://cloud.google.com/sdk/gcloud/reference/alpha/remote-build-execution/)
--to build the API Server image using Bazel with use of a shared cache for
--speeding up the build. To do so, execute the following command:
-+The API server image can be built from the root folder of the repo using: 
-+```
-+export API_SERVER_IMAGE=api_server
-+docker build -f backend/Dockerfile . --tag $API_SERVER_IMAGE
-+```
-+## Deploy APIServer with the image you own build
- 
-+Run
- ```
--./build_api_server.sh -i gcr.io/cloud-ml-pipelines-test/api-server:dev
-+kubectl edit deployment.v1.apps/ml-pipeline -n kubeflow
- ```
-+You'll see the field reference the api server docker image.
-+Change it to point to your own build, after saving and closing the file, apiserver will restart with your change.
- 
- ## Building Go client library and swagger files
- 
- After making changes to proto files, the Go client libraries and swagger files
--need to be regenerated and checked-in. The backend/api/generate_api.sh script
--takes care of this.
--
--## Updating BUILD files
-+need to be regenerated and checked-in. The `backend/api/generate_api.sh` script
-+takes care of this. It should be noted that this requires [Bazel](https://bazel.build/), version 0.24.0` 
- 
--As the backend is written in Go, the BUILD files can be updated automatically
--using [Gazelle](https://github.com/bazelbuild/bazel-gazelle). Whenever a Go file
--is added or updated, run the following to ensure the BUILD files are updated as
--well: `bazel run //:gazelle`
--
--If a new external Go dependency is added, or an existing one has its version
--bumped in the `go.mod` file, ensure the BUILD files pick this up by updating the
--WORKSPACE go_repository rules using the following command: `bazel run
--//:gazelle -- update-repos --from_file=go.mod`
-+# Visualization Server Instructions
- 
- ## Updating python dependencies
- 
diff --git a/backend/src/apiserver/client/scheduled_workflow_fake.go b/backend/src/apiserver/client/scheduled_workflow_fake.go
index e8bc4eeda1..c183c8ccd6 100644
--- a/backend/src/apiserver/client/scheduled_workflow_fake.go
+++ b/backend/src/apiserver/client/scheduled_workflow_fake.go
@@ -15,6 +15,7 @@
 package client
 
 import (
+	"context"
 	"errors"
 
 	"github.com/golang/glog"
@@ -36,7 +37,7 @@ func NewScheduledWorkflowClientFake() *FakeScheduledWorkflowClient {
 	}
 }
 
-func (c *FakeScheduledWorkflowClient) Create(scheduledWorkflow *v1beta1.ScheduledWorkflow) (*v1beta1.ScheduledWorkflow, error) {
+func (c *FakeScheduledWorkflowClient) Create(ctx context.Context, scheduledWorkflow *v1beta1.ScheduledWorkflow, options v1.CreateOptions) (*v1beta1.ScheduledWorkflow, error) {
 	scheduledWorkflow.UID = "123e4567-e89b-12d3-a456-426655440000"
 	scheduledWorkflow.Namespace = "ns1"
 	scheduledWorkflow.Name = scheduledWorkflow.GenerateName
@@ -44,7 +45,7 @@ func (c *FakeScheduledWorkflowClient) Create(scheduledWorkflow *v1beta1.Schedule
 	return scheduledWorkflow, nil
 }
 
-func (c *FakeScheduledWorkflowClient) Delete(name string, options *v1.DeleteOptions) error {
+func (c *FakeScheduledWorkflowClient) Delete(ctx context.Context, name string, options v1.DeleteOptions) error {
 	_, ok := c.scheduledWorkflows[name]
 	if ok {
 		delete(c.scheduledWorkflows, name)
@@ -53,11 +54,12 @@ func (c *FakeScheduledWorkflowClient) Delete(name string, options *v1.DeleteOpti
 	return k8errors.NewNotFound(k8schema.ParseGroupResource("scheduledworkflows.kubeflow.org"), name)
 }
 
-func (c *FakeScheduledWorkflowClient) Patch(name string, pt types.PatchType, data []byte, subresources ...string) (result *v1beta1.ScheduledWorkflow, err error) {
+func (c *FakeScheduledWorkflowClient) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, options v1.PatchOptions,
+	subresources ...string) (result *v1beta1.ScheduledWorkflow, err error) {
 	return nil, nil
 }
 
-func (c *FakeScheduledWorkflowClient) Get(name string, options v1.GetOptions) (*v1beta1.ScheduledWorkflow, error) {
+func (c *FakeScheduledWorkflowClient) Get(ctx context.Context, name string, options v1.GetOptions) (*v1beta1.ScheduledWorkflow, error) {
 	scheduledWorkflow, ok := c.scheduledWorkflows[name]
 	if ok {
 		return scheduledWorkflow, nil
@@ -65,22 +67,22 @@ func (c *FakeScheduledWorkflowClient) Get(name string, options v1.GetOptions) (*
 	return nil, k8errors.NewNotFound(k8schema.ParseGroupResource("scheduledworkflows.kubeflow.org"), name)
 }
 
-func (c *FakeScheduledWorkflowClient) Update(*v1beta1.ScheduledWorkflow) (*v1beta1.ScheduledWorkflow, error) {
+func (c *FakeScheduledWorkflowClient) Update(ctx context.Context, workflow *v1beta1.ScheduledWorkflow, options v1.UpdateOptions) (*v1beta1.ScheduledWorkflow, error) {
 	glog.Error("This fake method is not yet implemented.")
 	return nil, nil
 }
 
-func (c *FakeScheduledWorkflowClient) DeleteCollection(options *v1.DeleteOptions, listOptions v1.ListOptions) error {
+func (c *FakeScheduledWorkflowClient) DeleteCollection(ctx context.Context, options v1.DeleteOptions, listOptions v1.ListOptions) error {
 	glog.Error("This fake method is not yet implemented.")
 	return nil
 }
 
-func (c *FakeScheduledWorkflowClient) List(opts v1.ListOptions) (*v1beta1.ScheduledWorkflowList, error) {
+func (c *FakeScheduledWorkflowClient) List(ctx context.Context, opts v1.ListOptions) (*v1beta1.ScheduledWorkflowList, error) {
 	glog.Error("This fake method is not yet implemented.")
 	return nil, nil
 }
 
-func (c *FakeScheduledWorkflowClient) Watch(opts v1.ListOptions) (watch.Interface, error) {
+func (c *FakeScheduledWorkflowClient) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) {
 	glog.Error("This fake method is not yet implemented.")
 	return nil, nil
 }
@@ -89,18 +91,19 @@ type FakeBadScheduledWorkflowClient struct {
 	FakeScheduledWorkflowClient
 }
 
-func (FakeBadScheduledWorkflowClient) Create(workflow *v1beta1.ScheduledWorkflow) (*v1beta1.ScheduledWorkflow, error) {
+func (FakeBadScheduledWorkflowClient) Create(ctx context.Context, workflow *v1beta1.ScheduledWorkflow, options v1.CreateOptions) (*v1beta1.ScheduledWorkflow, error) {
 	return nil, errors.New("some error")
 }
 
-func (FakeBadScheduledWorkflowClient) Get(name string, options v1.GetOptions) (*v1beta1.ScheduledWorkflow, error) {
+func (FakeBadScheduledWorkflowClient) Get(ctx context.Context, name string, options v1.GetOptions) (*v1beta1.ScheduledWorkflow, error) {
 	return nil, errors.New("some error")
 }
 
-func (FakeBadScheduledWorkflowClient) Patch(name string, pt types.PatchType, data []byte, subresources ...string) (result *v1beta1.ScheduledWorkflow, err error) {
+func (FakeBadScheduledWorkflowClient) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, options v1.PatchOptions,
+	subresources ...string) (result *v1beta1.ScheduledWorkflow, err error) {
 	return nil, errors.New("some error")
 }
 
-func (c *FakeBadScheduledWorkflowClient) Delete(name string, options *v1.DeleteOptions) error {
+func (c *FakeBadScheduledWorkflowClient) Delete(ctx context.Context, name string, options v1.DeleteOptions) error {
 	return errors.New("some error")
 }
diff --git a/backend/src/apiserver/client/subject_access_review.go b/backend/src/apiserver/client/subject_access_review.go
index fe46b587e8..6ab919adc0 100644
--- a/backend/src/apiserver/client/subject_access_review.go
+++ b/backend/src/apiserver/client/subject_access_review.go
@@ -15,18 +15,20 @@
 package client
 
 import (
+	"context"
 	"time"
 
 	"github.com/cenkalti/backoff"
 	"github.com/golang/glog"
 	"github.com/pkg/errors"
 	authzv1 "k8s.io/api/authorization/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/client-go/kubernetes"
 	"k8s.io/client-go/rest"
 )
 
 type SubjectAccessReviewInterface interface {
-	Create(sar *authzv1.SubjectAccessReview) (result *authzv1.SubjectAccessReview, err error)
+	Create(ctx context.Context, sar *authzv1.SubjectAccessReview, opts metav1.CreateOptions) (result *authzv1.SubjectAccessReview, err error)
 }
 
 func createSubjectAccessReviewClient() (SubjectAccessReviewInterface, error) {
diff --git a/backend/src/apiserver/client/subject_access_review_fake.go b/backend/src/apiserver/client/subject_access_review_fake.go
index 342c7a2e1c..eff373ed5c 100644
--- a/backend/src/apiserver/client/subject_access_review_fake.go
+++ b/backend/src/apiserver/client/subject_access_review_fake.go
@@ -15,14 +15,17 @@
 package client
 
 import (
+	"context"
+
 	"github.com/pkg/errors"
 	authzv1 "k8s.io/api/authorization/v1"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 )
 
 type FakeSubjectAccessReviewClient struct {
 }
 
-func (FakeSubjectAccessReviewClient) Create(*authzv1.SubjectAccessReview) (*authzv1.SubjectAccessReview, error) {
+func (FakeSubjectAccessReviewClient) Create(ctx context.Context, auth *authzv1.SubjectAccessReview, options v1.CreateOptions) (*authzv1.SubjectAccessReview, error) {
 	return &authzv1.SubjectAccessReview{Status: authzv1.SubjectAccessReviewStatus{
 		Allowed:         true,
 		Denied:          false,
@@ -38,7 +41,7 @@ func NewFakeSubjectAccessReviewClient() FakeSubjectAccessReviewClient {
 type FakeSubjectAccessReviewClientUnauthorized struct {
 }
 
-func (FakeSubjectAccessReviewClientUnauthorized) Create(*authzv1.SubjectAccessReview) (*authzv1.SubjectAccessReview, error) {
+func (FakeSubjectAccessReviewClientUnauthorized) Create(ctx context.Context, auth *authzv1.SubjectAccessReview, options v1.CreateOptions) (*authzv1.SubjectAccessReview, error) {
 	return &authzv1.SubjectAccessReview{Status: authzv1.SubjectAccessReviewStatus{
 		Allowed:         false,
 		Denied:          false,
@@ -54,7 +57,7 @@ func NewFakeSubjectAccessReviewClientUnauthorized() FakeSubjectAccessReviewClien
 type FakeSubjectAccessReviewClientError struct {
 }
 
-func (FakeSubjectAccessReviewClientError) Create(*authzv1.SubjectAccessReview) (*authzv1.SubjectAccessReview, error) {
+func (FakeSubjectAccessReviewClientError) Create(ctx context.Context, auth *authzv1.SubjectAccessReview, options v1.CreateOptions) (*authzv1.SubjectAccessReview, error) {
 	return nil, errors.New("failed to create subject access review")
 }
 
diff --git a/backend/src/apiserver/client/workflow_fake.go b/backend/src/apiserver/client/workflow_fake.go
index b5cffd2e80..a12e19fd89 100644
--- a/backend/src/apiserver/client/workflow_fake.go
+++ b/backend/src/apiserver/client/workflow_fake.go
@@ -15,6 +15,7 @@
 package client
 
 import (
+	"context"
 	"encoding/json"
 	"strconv"
 
@@ -42,7 +43,7 @@ func NewWorkflowClientFake() *FakeWorkflowClient {
 	}
 }
 
-func (c *FakeWorkflowClient) Create(workflow *v1beta1.PipelineRun) (*v1beta1.PipelineRun, error) {
+func (c *FakeWorkflowClient) Create(ctx context.Context, workflow *v1beta1.PipelineRun, options v1.CreateOptions) (*v1beta1.PipelineRun, error) {
 	if workflow.GenerateName != "" {
 		c.lastGeneratedId += 1
 		workflow.Name = workflow.GenerateName + strconv.Itoa(c.lastGeneratedId)
@@ -52,7 +53,7 @@ func (c *FakeWorkflowClient) Create(workflow *v1beta1.PipelineRun) (*v1beta1.Pip
 	return workflow, nil
 }
 
-func (c *FakeWorkflowClient) Get(name string, options v1.GetOptions) (*v1beta1.PipelineRun, error) {
+func (c *FakeWorkflowClient) Get(ctx context.Context, name string, options v1.GetOptions) (*v1beta1.PipelineRun, error) {
 	workflow, ok := c.workflows[name]
 	if ok {
 		return workflow, nil
@@ -60,21 +61,21 @@ func (c *FakeWorkflowClient) Get(name string, options v1.GetOptions) (*v1beta1.P
 	return nil, k8errors.NewNotFound(k8schema.ParseGroupResource("tekton.dev"), name)
 }
 
-func (c *FakeWorkflowClient) UpdateStatus(workflow *v1beta1.PipelineRun) (*v1beta1.PipelineRun, error) {
+func (c *FakeWorkflowClient) UpdateStatus(ctx context.Context, workflow *v1beta1.PipelineRun, options v1.UpdateOptions) (*v1beta1.PipelineRun, error) {
 	return workflow, nil
 }
 
-func (c *FakeWorkflowClient) List(opts v1.ListOptions) (*v1beta1.PipelineRunList, error) {
+func (c *FakeWorkflowClient) List(ctx context.Context, opts v1.ListOptions) (*v1beta1.PipelineRunList, error) {
 	glog.Error("This fake method is not yet implemented.")
 	return nil, nil
 }
 
-func (c *FakeWorkflowClient) Watch(opts v1.ListOptions) (watch.Interface, error) {
+func (c *FakeWorkflowClient) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) {
 	glog.Error("This fake method is not yet implemented.")
 	return nil, nil
 }
 
-func (c *FakeWorkflowClient) Update(workflow *v1beta1.PipelineRun) (*v1beta1.PipelineRun, error) {
+func (c *FakeWorkflowClient) Update(ctx context.Context, workflow *v1beta1.PipelineRun, options v1.UpdateOptions) (*v1beta1.PipelineRun, error) {
 	name := workflow.GetObjectMeta().GetName()
 	_, ok := c.workflows[name]
 	if ok {
@@ -83,7 +84,7 @@ func (c *FakeWorkflowClient) Update(workflow *v1beta1.PipelineRun) (*v1beta1.Pip
 	return nil, k8errors.NewNotFound(k8schema.ParseGroupResource("tekton.dev"), name)
 }
 
-func (c *FakeWorkflowClient) Delete(name string, options *v1.DeleteOptions) error {
+func (c *FakeWorkflowClient) Delete(ctx context.Context, name string, options v1.DeleteOptions) error {
 	_, ok := c.workflows[name]
 	if ok {
 		return nil
@@ -91,13 +92,13 @@ func (c *FakeWorkflowClient) Delete(name string, options *v1.DeleteOptions) erro
 	return k8errors.NewNotFound(k8schema.ParseGroupResource("tekton.dev"), name)
 }
 
-func (c *FakeWorkflowClient) DeleteCollection(options *v1.DeleteOptions,
+func (c *FakeWorkflowClient) DeleteCollection(ctx context.Context, options v1.DeleteOptions,
 	listOptions v1.ListOptions) error {
 	glog.Error("This fake method is not yet implemented.")
 	return nil
 }
 
-func (c *FakeWorkflowClient) Patch(name string, pt types.PatchType, data []byte,
+func (c *FakeWorkflowClient) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, options v1.PatchOptions,
 	subresources ...string) (*v1beta1.PipelineRun, error) {
 
 	_, ok := c.workflows[name]
@@ -141,18 +142,18 @@ type FakeBadWorkflowClient struct {
 	FakeWorkflowClient
 }
 
-func (FakeBadWorkflowClient) Create(*v1beta1.PipelineRun) (*v1beta1.PipelineRun, error) {
+func (FakeBadWorkflowClient) Create(ctx context.Context, workflow *v1beta1.PipelineRun, options v1.CreateOptions) (*v1beta1.PipelineRun, error) {
 	return nil, errors.New("some error")
 }
 
-func (FakeBadWorkflowClient) Get(name string, options v1.GetOptions) (*v1beta1.PipelineRun, error) {
+func (FakeBadWorkflowClient) Get(ctx context.Context, name string, options v1.GetOptions) (*v1beta1.PipelineRun, error) {
 	return nil, errors.New("some error")
 }
 
-func (c *FakeBadWorkflowClient) Update(workflow *v1beta1.PipelineRun) (*v1beta1.PipelineRun, error) {
+func (c *FakeBadWorkflowClient) Update(ctx context.Context, workflow *v1beta1.PipelineRun, options v1.UpdateOptions) (*v1beta1.PipelineRun, error) {
 	return nil, errors.New("failed to update workflow")
 }
 
-func (c *FakeBadWorkflowClient) Delete(name string, options *v1.DeleteOptions) error {
+func (c *FakeBadWorkflowClient) Delete(ctx context.Context, name string, options v1.DeleteOptions) error {
 	return errors.New("failed to delete workflow")
 }
diff --git a/backend/src/apiserver/resource/resource_manager.go b/backend/src/apiserver/resource/resource_manager.go
index 89b44db136..ebb969b791 100644
--- a/backend/src/apiserver/resource/resource_manager.go
+++ b/backend/src/apiserver/resource/resource_manager.go
@@ -15,6 +15,7 @@
 package resource
 
 import (
+	"context"
 	"encoding/json"
 	"fmt"
 	"io"
@@ -175,9 +176,11 @@ func (r *ResourceManager) ArchiveExperiment(experimentId string) error {
 		}
 		for _, job := range jobs {
 			_, err = r.getScheduledWorkflowClient(job.Namespace).Patch(
+				context.Background(),
 				job.Name,
 				types.MergePatchType,
-				[]byte(fmt.Sprintf(`{"spec":{"enabled":%s}}`, strconv.FormatBool(false))))
+				[]byte(fmt.Sprintf(`{"spec":{"enabled":%s}}`, strconv.FormatBool(false))),
+				v1.PatchOptions{})
 			if err != nil {
 				return util.NewInternalServerError(err,
 					"Failed to disable job CR. jobID: %v", job.UUID)
@@ -411,7 +414,7 @@ func (r *ResourceManager) CreateRun(apiRun *api.Run) (*model.RunDetail, error) {
 	}
 
 	// Create Tekton pipelineRun CRD resource
-	newWorkflow, err := r.getWorkflowClient(namespace).Create(workflow.Get())
+	newWorkflow, err := r.getWorkflowClient(namespace).Create(context.Background(), workflow.Get(), v1.CreateOptions{})
 	wfs, _ := json.Marshal(newWorkflow)
 	glog.Infof(string(wfs))
 	if err != nil {
@@ -455,7 +458,7 @@ func (r *ResourceManager) DeleteRun(runID string) error {
 	if err != nil {
 		return util.Wrap(err, "Delete run failed")
 	}
-	err = r.getWorkflowClient(namespace).Delete(runDetail.Name, &v1.DeleteOptions{})
+	err = r.getWorkflowClient(namespace).Delete(context.Background(), runDetail.Name, v1.DeleteOptions{})
 	if err != nil {
 		// API won't need to delete the workflow CR
 		// once persistent agent sync the state to DB and set TTL for it.
@@ -487,7 +490,7 @@ func TerminateWorkflow(wfClient workflowclient.PipelineRunInterface, name string
 	}
 
 	var operation = func() error {
-		_, err = wfClient.Patch(name, types.MergePatchType, patch)
+		_, err = wfClient.Patch(context.Background(), name, types.MergePatchType, patch, v1.PatchOptions{})
 		return err
 	}
 	var backoffPolicy = backoff.WithMaxRetries(backoff.NewConstantBackOff(100), 10)
@@ -550,7 +553,7 @@ func (r *ResourceManager) RetryRun(runId string) error {
 	if updateError != nil {
 		// Remove resource version
 		newWorkflow.ResourceVersion = ""
-		newCreatedWorkflow, createError := r.getWorkflowClient(namespace).Create(newWorkflow.PipelineRun)
+		newCreatedWorkflow, createError := r.getWorkflowClient(namespace).Create(context.Background(), newWorkflow.PipelineRun, v1.CreateOptions{})
 		if createError != nil {
 			return util.NewInternalServerError(createError,
 				"Retry run failed. Failed to create or update the run. Update Error: %s, Create Error: %s",
@@ -616,7 +619,7 @@ func (r *ResourceManager) readRunLogFromPod(run *model.RunDetail, nodeId string,
 	}
 
 	req := r.k8sCoreClient.PodClient(run.Namespace).GetLogs(nodeId, &logOptions)
-	podLogs, err := req.Stream()
+	podLogs, err := req.Stream(context.Background())
 	if err != nil {
 		if !apierrors.IsNotFound(err) {
 			glog.Errorf("Failed to access Pod log: %v", err)
@@ -635,13 +638,13 @@ func (r *ResourceManager) readRunLogFromPod(run *model.RunDetail, nodeId string,
 
 func (r *ResourceManager) updateWorkflow(newWorkflow *util.Workflow, namespace string) error {
 	// If fail to get the workflow, return error.
-	latestWorkflow, err := r.getWorkflowClient(namespace).Get(newWorkflow.Name, v1.GetOptions{})
+	latestWorkflow, err := r.getWorkflowClient(namespace).Get(context.Background(), newWorkflow.Name, v1.GetOptions{})
 	if err != nil {
 		return err
 	}
 	// Update the workflow's resource version to latest.
 	newWorkflow.ResourceVersion = latestWorkflow.ResourceVersion
-	_, err = r.getWorkflowClient(namespace).Update(newWorkflow.PipelineRun)
+	_, err = r.getWorkflowClient(namespace).Update(context.Background(), newWorkflow.PipelineRun, v1.UpdateOptions{})
 	return err
 }
 
@@ -733,7 +736,7 @@ func (r *ResourceManager) CreateJob(apiJob *api.Job) (*model.Job, error) {
 		return nil, err
 	}
 
-	newScheduledWorkflow, err := r.getScheduledWorkflowClient(namespace).Create(scheduledWorkflow)
+	newScheduledWorkflow, err := r.getScheduledWorkflowClient(namespace).Create(context.Background(), scheduledWorkflow, v1.CreateOptions{})
 	if err != nil {
 		return nil, util.NewInternalServerError(err, "Failed to create a scheduled workflow for (%s)", scheduledWorkflow.Name)
 	}
@@ -764,9 +767,11 @@ func (r *ResourceManager) EnableJob(jobID string, enabled bool) error {
 	}
 
 	_, err = r.getScheduledWorkflowClient(job.Namespace).Patch(
+		context.Background(),
 		job.Name,
 		types.MergePatchType,
-		[]byte(fmt.Sprintf(`{"spec":{"enabled":%s}}`, strconv.FormatBool(enabled))))
+		[]byte(fmt.Sprintf(`{"spec":{"enabled":%s}}`, strconv.FormatBool(enabled))),
+		v1.PatchOptions{})
 	if err != nil {
 		return util.NewInternalServerError(err,
 			"Failed to enable/disable job CR. Enabled: %v, jobID: %v",
@@ -788,7 +793,7 @@ func (r *ResourceManager) DeleteJob(jobID string) error {
 		return util.Wrap(err, "Delete job failed")
 	}
 
-	err = r.getScheduledWorkflowClient(job.Namespace).Delete(job.Name, &v1.DeleteOptions{})
+	err = r.getScheduledWorkflowClient(job.Namespace).Delete(context.Background(), job.Name, v1.DeleteOptions{})
 	if err != nil {
 		if !util.IsNotFound(err) {
 			// For any error other than NotFound
@@ -821,7 +826,7 @@ func (r *ResourceManager) ReportWorkflowResource(workflow *util.Workflow) error
 
 	if workflow.PersistedFinalState() {
 		// If workflow's final state has being persisted, the workflow should be garbage collected.
-		err := r.getWorkflowClient(workflow.Namespace).Delete(workflow.Name, &v1.DeleteOptions{})
+		err := r.getWorkflowClient(workflow.Namespace).Delete(context.Background(), workflow.Name, v1.DeleteOptions{})
 		if err != nil {
 			// A fix for kubeflow/pipelines#4484, persistence agent might have an outdated item in its workqueue, so it will
 			// report workflows that no longer exist. It's important to return a not found error, so that persistence
@@ -932,7 +937,7 @@ func AddWorkflowLabel(wfClient workflowclient.PipelineRunInterface, name string,
 	}
 
 	var operation = func() error {
-		_, err = wfClient.Patch(name, types.MergePatchType, patch)
+		_, err = wfClient.Patch(context.Background(), name, types.MergePatchType, patch, v1.PatchOptions{})
 		return err
 	}
 	var backoffPolicy = backoff.WithMaxRetries(backoff.NewConstantBackOff(100), 10)
@@ -953,7 +958,7 @@ func (r *ResourceManager) checkJobExist(jobID string) (*model.Job, error) {
 		return nil, util.Wrap(err, "Check job exist failed")
 	}
 
-	scheduledWorkflow, err := r.getScheduledWorkflowClient(job.Namespace).Get(job.Name, v1.GetOptions{})
+	scheduledWorkflow, err := r.getScheduledWorkflowClient(job.Namespace).Get(context.Background(), job.Name, v1.GetOptions{})
 	if err != nil {
 		return nil, util.NewInternalServerError(err, "Check job exist failed")
 	}
@@ -1235,12 +1240,14 @@ func (r *ResourceManager) GetPipelineVersionTemplate(versionId string) ([]byte,
 
 func (r *ResourceManager) IsRequestAuthorized(userIdentity string, resourceAttributes *authorizationv1.ResourceAttributes) error {
 	result, err := r.subjectAccessReviewClient.Create(
+		context.Background(),
 		&authorizationv1.SubjectAccessReview{
 			Spec: authorizationv1.SubjectAccessReviewSpec{
 				ResourceAttributes: resourceAttributes,
 				User:               userIdentity,
 			},
 		},
+		v1.CreateOptions{},
 	)
 	if err != nil {
 		return util.NewInternalServerError(
diff --git a/backend/src/apiserver/resource/resource_manager_util.go b/backend/src/apiserver/resource/resource_manager_util.go
index e36e1628db..0fd8a7d032 100644
--- a/backend/src/apiserver/resource/resource_manager_util.go
+++ b/backend/src/apiserver/resource/resource_manager_util.go
@@ -15,6 +15,7 @@
 package resource
 
 import (
+	"context"
 	"errors"
 	"fmt"
 	"regexp"
@@ -182,7 +183,7 @@ func formulateRetryWorkflow(wf *util.Workflow) (*util.Workflow, []string, error)
 
 func deletePods(k8sCoreClient client.KubernetesCoreInterface, podsToDelete []string, namespace string) error {
 	for _, podId := range podsToDelete {
-		err := k8sCoreClient.PodClient(namespace).Delete(podId, &metav1.DeleteOptions{})
+		err := k8sCoreClient.PodClient(namespace).Delete(context.Background(), podId, metav1.DeleteOptions{})
 		if err != nil && !apierr.IsNotFound(err) {
 			return util.NewInternalServerError(err, "Failed to delete pods.")
 		}
diff --git a/backend/src/crd/controller/scheduledworkflow/client/swf_client.go b/backend/src/crd/controller/scheduledworkflow/client/swf_client.go
index 45c49e7136..2f898131c8 100644
--- a/backend/src/crd/controller/scheduledworkflow/client/swf_client.go
+++ b/backend/src/crd/controller/scheduledworkflow/client/swf_client.go
@@ -15,9 +15,12 @@
 package client
 
 import (
+	"context"
+
 	"github.com/kubeflow/pipelines/backend/src/crd/controller/scheduledworkflow/util"
 	swfclientset "github.com/kubeflow/pipelines/backend/src/crd/pkg/client/clientset/versioned"
 	"github.com/kubeflow/pipelines/backend/src/crd/pkg/client/informers/externalversions/scheduledworkflow/v1beta1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	_ "k8s.io/client-go/plugin/pkg/client/auth/gcp"
 	"k8s.io/client-go/tools/cache"
 )
@@ -61,6 +64,6 @@ func (p *ScheduledWorkflowClient) Get(namespace string, name string) (*util.Sche
 func (p *ScheduledWorkflowClient) Update(namespace string,
 	schedule *util.ScheduledWorkflow) error {
 	_, err := p.clientSet.ScheduledworkflowV1beta1().ScheduledWorkflows(namespace).
-		Update(schedule.Get())
+		Update(context.Background(), schedule.Get(), metav1.UpdateOptions{})
 	return err
 }
diff --git a/backend/src/crd/controller/scheduledworkflow/client/workflow_client.go b/backend/src/crd/controller/scheduledworkflow/client/workflow_client.go
index 96f6557a61..0310373beb 100644
--- a/backend/src/crd/controller/scheduledworkflow/client/workflow_client.go
+++ b/backend/src/crd/controller/scheduledworkflow/client/workflow_client.go
@@ -15,6 +15,7 @@
 package client
 
 import (
+	"context"
 	"time"
 
 	commonutil "github.com/kubeflow/pipelines/backend/src/common/util"
@@ -131,7 +132,7 @@ func retrieveIndex(workflow *workflowapi.PipelineRun) int64 {
 // Create creates a workflow given a namespace and its specification.
 func (p *WorkflowClient) Create(namespace string, workflow *commonutil.Workflow) (
 	*commonutil.Workflow, error) {
-	result, err := p.clientSet.TektonV1beta1().PipelineRuns(namespace).Create(workflow.Get())
+	result, err := p.clientSet.TektonV1beta1().PipelineRuns(namespace).Create(context.Background(), workflow.Get(), metav1.CreateOptions{})
 	if err != nil {
 		return nil, wraperror.Wrapf(err, "Error creating workflow in namespace (%v): %v: %+v", namespace,
 			err, workflow.Get())
diff --git a/backend/src/crd/pkg/client/clientset/versioned/clientset.go b/backend/src/crd/pkg/client/clientset/versioned/clientset.go
index 84437fe04f..9918303949 100644
--- a/backend/src/crd/pkg/client/clientset/versioned/clientset.go
+++ b/backend/src/crd/pkg/client/clientset/versioned/clientset.go
@@ -56,7 +56,7 @@ func NewForConfig(c *rest.Config) (*Clientset, error) {
 	configShallowCopy := *c
 	if configShallowCopy.RateLimiter == nil && configShallowCopy.QPS > 0 {
 		if configShallowCopy.Burst <= 0 {
-			return nil, fmt.Errorf("Burst is required to be greater than 0 when RateLimiter is not set and QPS is set to greater than 0")
+			return nil, fmt.Errorf("burst is required to be greater than 0 when RateLimiter is not set and QPS is set to greater than 0")
 		}
 		configShallowCopy.RateLimiter = flowcontrol.NewTokenBucketRateLimiter(configShallowCopy.QPS, configShallowCopy.Burst)
 	}
diff --git a/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/fake/fake_scheduledworkflow.go b/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/fake/fake_scheduledworkflow.go
index 917c2b81c9..4ef3db5e5b 100644
--- a/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/fake/fake_scheduledworkflow.go
+++ b/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/fake/fake_scheduledworkflow.go
@@ -16,6 +16,8 @@
 package fake
 
 import (
+	"context"
+
 	v1beta1 "github.com/kubeflow/pipelines/backend/src/crd/pkg/apis/scheduledworkflow/v1beta1"
 	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	labels "k8s.io/apimachinery/pkg/labels"
@@ -36,7 +38,7 @@ var scheduledworkflowsResource = schema.GroupVersionResource{Group: "scheduledwo
 var scheduledworkflowsKind = schema.GroupVersionKind{Group: "scheduledworkflow.kubeflow.org", Version: "v1beta1", Kind: "ScheduledWorkflow"}
 
 // Get takes name of the scheduledWorkflow, and returns the corresponding scheduledWorkflow object, and an error if there is any.
-func (c *FakeScheduledWorkflows) Get(name string, options v1.GetOptions) (result *v1beta1.ScheduledWorkflow, err error) {
+func (c *FakeScheduledWorkflows) Get(ctx context.Context, name string, options v1.GetOptions) (result *v1beta1.ScheduledWorkflow, err error) {
 	obj, err := c.Fake.
 		Invokes(testing.NewGetAction(scheduledworkflowsResource, c.ns, name), &v1beta1.ScheduledWorkflow{})
 
@@ -47,7 +49,7 @@ func (c *FakeScheduledWorkflows) Get(name string, options v1.GetOptions) (result
 }
 
 // List takes label and field selectors, and returns the list of ScheduledWorkflows that match those selectors.
-func (c *FakeScheduledWorkflows) List(opts v1.ListOptions) (result *v1beta1.ScheduledWorkflowList, err error) {
+func (c *FakeScheduledWorkflows) List(ctx context.Context, opts v1.ListOptions) (result *v1beta1.ScheduledWorkflowList, err error) {
 	obj, err := c.Fake.
 		Invokes(testing.NewListAction(scheduledworkflowsResource, scheduledworkflowsKind, c.ns, opts), &v1beta1.ScheduledWorkflowList{})
 
@@ -69,14 +71,14 @@ func (c *FakeScheduledWorkflows) List(opts v1.ListOptions) (result *v1beta1.Sche
 }
 
 // Watch returns a watch.Interface that watches the requested scheduledWorkflows.
-func (c *FakeScheduledWorkflows) Watch(opts v1.ListOptions) (watch.Interface, error) {
+func (c *FakeScheduledWorkflows) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) {
 	return c.Fake.
 		InvokesWatch(testing.NewWatchAction(scheduledworkflowsResource, c.ns, opts))
 
 }
 
 // Create takes the representation of a scheduledWorkflow and creates it.  Returns the server's representation of the scheduledWorkflow, and an error, if there is any.
-func (c *FakeScheduledWorkflows) Create(scheduledWorkflow *v1beta1.ScheduledWorkflow) (result *v1beta1.ScheduledWorkflow, err error) {
+func (c *FakeScheduledWorkflows) Create(ctx context.Context, scheduledWorkflow *v1beta1.ScheduledWorkflow, opts v1.CreateOptions) (result *v1beta1.ScheduledWorkflow, err error) {
 	obj, err := c.Fake.
 		Invokes(testing.NewCreateAction(scheduledworkflowsResource, c.ns, scheduledWorkflow), &v1beta1.ScheduledWorkflow{})
 
@@ -87,7 +89,7 @@ func (c *FakeScheduledWorkflows) Create(scheduledWorkflow *v1beta1.ScheduledWork
 }
 
 // Update takes the representation of a scheduledWorkflow and updates it. Returns the server's representation of the scheduledWorkflow, and an error, if there is any.
-func (c *FakeScheduledWorkflows) Update(scheduledWorkflow *v1beta1.ScheduledWorkflow) (result *v1beta1.ScheduledWorkflow, err error) {
+func (c *FakeScheduledWorkflows) Update(ctx context.Context, scheduledWorkflow *v1beta1.ScheduledWorkflow, opts v1.UpdateOptions) (result *v1beta1.ScheduledWorkflow, err error) {
 	obj, err := c.Fake.
 		Invokes(testing.NewUpdateAction(scheduledworkflowsResource, c.ns, scheduledWorkflow), &v1beta1.ScheduledWorkflow{})
 
@@ -98,7 +100,7 @@ func (c *FakeScheduledWorkflows) Update(scheduledWorkflow *v1beta1.ScheduledWork
 }
 
 // Delete takes name of the scheduledWorkflow and deletes it. Returns an error if one occurs.
-func (c *FakeScheduledWorkflows) Delete(name string, options *v1.DeleteOptions) error {
+func (c *FakeScheduledWorkflows) Delete(ctx context.Context, name string, opts v1.DeleteOptions) error {
 	_, err := c.Fake.
 		Invokes(testing.NewDeleteAction(scheduledworkflowsResource, c.ns, name), &v1beta1.ScheduledWorkflow{})
 
@@ -106,14 +108,20 @@ func (c *FakeScheduledWorkflows) Delete(name string, options *v1.DeleteOptions)
 }
 
 // DeleteCollection deletes a collection of objects.
-func (c *FakeScheduledWorkflows) DeleteCollection(options *v1.DeleteOptions, listOptions v1.ListOptions) error {
-	action := testing.NewDeleteCollectionAction(scheduledworkflowsResource, c.ns, listOptions)
+func (c *FakeScheduledWorkflows) DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error {
+	action := testing.NewDeleteCollectionAction(scheduledworkflowsResource, c.ns, listOpts)
 
 	_, err := c.Fake.Invokes(action, &v1beta1.ScheduledWorkflowList{})
 	return err
 }
 
 // Patch applies the patch and returns the patched scheduledWorkflow.
-func (c *FakeScheduledWorkflows) Patch(name string, pt types.PatchType, data []byte, subresources ...string) (result *v1beta1.ScheduledWorkflow, err error) {
-	return nil, nil
+func (c *FakeScheduledWorkflows) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1beta1.ScheduledWorkflow, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewPatchSubresourceAction(scheduledworkflowsResource, c.ns, name, pt, data, subresources...), &v1beta1.ScheduledWorkflow{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*v1beta1.ScheduledWorkflow), err
 }
diff --git a/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/scheduledworkflow.go b/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/scheduledworkflow.go
index 72fb215e39..5638fae50c 100644
--- a/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/scheduledworkflow.go
+++ b/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/scheduledworkflow.go
@@ -16,6 +16,7 @@
 package v1beta1
 
 import (
+	"context"
 	"time"
 
 	v1beta1 "github.com/kubeflow/pipelines/backend/src/crd/pkg/apis/scheduledworkflow/v1beta1"
@@ -34,14 +35,14 @@ type ScheduledWorkflowsGetter interface {
 
 // ScheduledWorkflowInterface has methods to work with ScheduledWorkflow resources.
 type ScheduledWorkflowInterface interface {
-	Create(*v1beta1.ScheduledWorkflow) (*v1beta1.ScheduledWorkflow, error)
-	Update(*v1beta1.ScheduledWorkflow) (*v1beta1.ScheduledWorkflow, error)
-	Delete(name string, options *v1.DeleteOptions) error
-	DeleteCollection(options *v1.DeleteOptions, listOptions v1.ListOptions) error
-	Get(name string, options v1.GetOptions) (*v1beta1.ScheduledWorkflow, error)
-	List(opts v1.ListOptions) (*v1beta1.ScheduledWorkflowList, error)
-	Watch(opts v1.ListOptions) (watch.Interface, error)
-	Patch(name string, pt types.PatchType, data []byte, subresources ...string) (result *v1beta1.ScheduledWorkflow, err error)
+	Create(ctx context.Context, scheduledWorkflow *v1beta1.ScheduledWorkflow, opts v1.CreateOptions) (*v1beta1.ScheduledWorkflow, error)
+	Update(ctx context.Context, scheduledWorkflow *v1beta1.ScheduledWorkflow, opts v1.UpdateOptions) (*v1beta1.ScheduledWorkflow, error)
+	Delete(ctx context.Context, name string, opts v1.DeleteOptions) error
+	DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error
+	Get(ctx context.Context, name string, opts v1.GetOptions) (*v1beta1.ScheduledWorkflow, error)
+	List(ctx context.Context, opts v1.ListOptions) (*v1beta1.ScheduledWorkflowList, error)
+	Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error)
+	Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1beta1.ScheduledWorkflow, err error)
 	ScheduledWorkflowExpansion
 }
 
@@ -60,20 +61,20 @@ func newScheduledWorkflows(c *ScheduledworkflowV1beta1Client, namespace string)
 }
 
 // Get takes name of the scheduledWorkflow, and returns the corresponding scheduledWorkflow object, and an error if there is any.
-func (c *scheduledWorkflows) Get(name string, options v1.GetOptions) (result *v1beta1.ScheduledWorkflow, err error) {
+func (c *scheduledWorkflows) Get(ctx context.Context, name string, options v1.GetOptions) (result *v1beta1.ScheduledWorkflow, err error) {
 	result = &v1beta1.ScheduledWorkflow{}
 	err = c.client.Get().
 		Namespace(c.ns).
 		Resource("scheduledworkflows").
 		Name(name).
 		VersionedParams(&options, scheme.ParameterCodec).
-		Do().
+		Do(ctx).
 		Into(result)
 	return
 }
 
 // List takes label and field selectors, and returns the list of ScheduledWorkflows that match those selectors.
-func (c *scheduledWorkflows) List(opts v1.ListOptions) (result *v1beta1.ScheduledWorkflowList, err error) {
+func (c *scheduledWorkflows) List(ctx context.Context, opts v1.ListOptions) (result *v1beta1.ScheduledWorkflowList, err error) {
 	var timeout time.Duration
 	if opts.TimeoutSeconds != nil {
 		timeout = time.Duration(*opts.TimeoutSeconds) * time.Second
@@ -84,13 +85,13 @@ func (c *scheduledWorkflows) List(opts v1.ListOptions) (result *v1beta1.Schedule
 		Resource("scheduledworkflows").
 		VersionedParams(&opts, scheme.ParameterCodec).
 		Timeout(timeout).
-		Do().
+		Do(ctx).
 		Into(result)
 	return
 }
 
 // Watch returns a watch.Interface that watches the requested scheduledWorkflows.
-func (c *scheduledWorkflows) Watch(opts v1.ListOptions) (watch.Interface, error) {
+func (c *scheduledWorkflows) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) {
 	var timeout time.Duration
 	if opts.TimeoutSeconds != nil {
 		timeout = time.Duration(*opts.TimeoutSeconds) * time.Second
@@ -101,71 +102,74 @@ func (c *scheduledWorkflows) Watch(opts v1.ListOptions) (watch.Interface, error)
 		Resource("scheduledworkflows").
 		VersionedParams(&opts, scheme.ParameterCodec).
 		Timeout(timeout).
-		Watch()
+		Watch(ctx)
 }
 
 // Create takes the representation of a scheduledWorkflow and creates it.  Returns the server's representation of the scheduledWorkflow, and an error, if there is any.
-func (c *scheduledWorkflows) Create(scheduledWorkflow *v1beta1.ScheduledWorkflow) (result *v1beta1.ScheduledWorkflow, err error) {
+func (c *scheduledWorkflows) Create(ctx context.Context, scheduledWorkflow *v1beta1.ScheduledWorkflow, opts v1.CreateOptions) (result *v1beta1.ScheduledWorkflow, err error) {
 	result = &v1beta1.ScheduledWorkflow{}
 	err = c.client.Post().
 		Namespace(c.ns).
 		Resource("scheduledworkflows").
+		VersionedParams(&opts, scheme.ParameterCodec).
 		Body(scheduledWorkflow).
-		Do().
+		Do(ctx).
 		Into(result)
 	return
 }
 
 // Update takes the representation of a scheduledWorkflow and updates it. Returns the server's representation of the scheduledWorkflow, and an error, if there is any.
-func (c *scheduledWorkflows) Update(scheduledWorkflow *v1beta1.ScheduledWorkflow) (result *v1beta1.ScheduledWorkflow, err error) {
+func (c *scheduledWorkflows) Update(ctx context.Context, scheduledWorkflow *v1beta1.ScheduledWorkflow, opts v1.UpdateOptions) (result *v1beta1.ScheduledWorkflow, err error) {
 	result = &v1beta1.ScheduledWorkflow{}
 	err = c.client.Put().
 		Namespace(c.ns).
 		Resource("scheduledworkflows").
 		Name(scheduledWorkflow.Name).
+		VersionedParams(&opts, scheme.ParameterCodec).
 		Body(scheduledWorkflow).
-		Do().
+		Do(ctx).
 		Into(result)
 	return
 }
 
 // Delete takes name of the scheduledWorkflow and deletes it. Returns an error if one occurs.
-func (c *scheduledWorkflows) Delete(name string, options *v1.DeleteOptions) error {
+func (c *scheduledWorkflows) Delete(ctx context.Context, name string, opts v1.DeleteOptions) error {
 	return c.client.Delete().
 		Namespace(c.ns).
 		Resource("scheduledworkflows").
 		Name(name).
-		Body(options).
-		Do().
+		Body(&opts).
+		Do(ctx).
 		Error()
 }
 
 // DeleteCollection deletes a collection of objects.
-func (c *scheduledWorkflows) DeleteCollection(options *v1.DeleteOptions, listOptions v1.ListOptions) error {
+func (c *scheduledWorkflows) DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error {
 	var timeout time.Duration
-	if listOptions.TimeoutSeconds != nil {
-		timeout = time.Duration(*listOptions.TimeoutSeconds) * time.Second
+	if listOpts.TimeoutSeconds != nil {
+		timeout = time.Duration(*listOpts.TimeoutSeconds) * time.Second
 	}
 	return c.client.Delete().
 		Namespace(c.ns).
 		Resource("scheduledworkflows").
-		VersionedParams(&listOptions, scheme.ParameterCodec).
+		VersionedParams(&listOpts, scheme.ParameterCodec).
 		Timeout(timeout).
-		Body(options).
-		Do().
+		Body(&opts).
+		Do(ctx).
 		Error()
 }
 
 // Patch applies the patch and returns the patched scheduledWorkflow.
-func (c *scheduledWorkflows) Patch(name string, pt types.PatchType, data []byte, subresources ...string) (result *v1beta1.ScheduledWorkflow, err error) {
+func (c *scheduledWorkflows) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1beta1.ScheduledWorkflow, err error) {
 	result = &v1beta1.ScheduledWorkflow{}
 	err = c.client.Patch(pt).
 		Namespace(c.ns).
 		Resource("scheduledworkflows").
-		SubResource(subresources...).
 		Name(name).
+		SubResource(subresources...).
+		VersionedParams(&opts, scheme.ParameterCodec).
 		Body(data).
-		Do().
+		Do(ctx).
 		Into(result)
 	return
 }
diff --git a/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/scheduledworkflow_client.go b/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/scheduledworkflow_client.go
index d9772bb8e9..15eda453a3 100644
--- a/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/scheduledworkflow_client.go
+++ b/backend/src/crd/pkg/client/clientset/versioned/typed/scheduledworkflow/v1beta1/scheduledworkflow_client.go
@@ -17,7 +17,7 @@ package v1beta1
 
 import (
 	v1beta1 "github.com/kubeflow/pipelines/backend/src/crd/pkg/apis/scheduledworkflow/v1beta1"
-	scheme "github.com/kubeflow/pipelines/backend/src/crd/pkg/client/clientset/versioned/scheme"
+	"github.com/kubeflow/pipelines/backend/src/crd/pkg/client/clientset/versioned/scheme"
 	rest "k8s.io/client-go/rest"
 )
 
diff --git a/backend/src/crd/pkg/client/informers/externalversions/scheduledworkflow/v1beta1/scheduledworkflow.go b/backend/src/crd/pkg/client/informers/externalversions/scheduledworkflow/v1beta1/scheduledworkflow.go
index cc74fc7b35..65ef75c267 100644
--- a/backend/src/crd/pkg/client/informers/externalversions/scheduledworkflow/v1beta1/scheduledworkflow.go
+++ b/backend/src/crd/pkg/client/informers/externalversions/scheduledworkflow/v1beta1/scheduledworkflow.go
@@ -16,6 +16,7 @@
 package v1beta1
 
 import (
+	"context"
 	time "time"
 
 	scheduledworkflowv1beta1 "github.com/kubeflow/pipelines/backend/src/crd/pkg/apis/scheduledworkflow/v1beta1"
@@ -58,13 +59,13 @@ func NewFilteredScheduledWorkflowInformer(client versioned.Interface, namespace
 				if tweakListOptions != nil {
 					tweakListOptions(&options)
 				}
-				return client.ScheduledworkflowV1beta1().ScheduledWorkflows(namespace).List(options)
+				return client.ScheduledworkflowV1beta1().ScheduledWorkflows(namespace).List(context.TODO(), options)
 			},
 			WatchFunc: func(options v1.ListOptions) (watch.Interface, error) {
 				if tweakListOptions != nil {
 					tweakListOptions(&options)
 				}
-				return client.ScheduledworkflowV1beta1().ScheduledWorkflows(namespace).Watch(options)
+				return client.ScheduledworkflowV1beta1().ScheduledWorkflows(namespace).Watch(context.TODO(), options)
 			},
 		},
 		&scheduledworkflowv1beta1.ScheduledWorkflow{},
diff --git a/go.mod b/go.mod
index ab22d8d22e..4b63672010 100644
--- a/go.mod
+++ b/go.mod
@@ -3,10 +3,10 @@ module github.com/kubeflow/pipelines
 require (
 	github.com/Masterminds/squirrel v0.0.0-20190107164353-fa735ea14f09
 	github.com/VividCortex/mysqlerr v0.0.0-20170204212430-6c6b55f8796f
-	github.com/argoproj/argo v0.0.0-20200506223611-54154c61eb4f
-	github.com/cenkalti/backoff v2.0.0+incompatible
+	github.com/cenkalti/backoff v2.2.1+incompatible
 	github.com/fsnotify/fsnotify v1.4.9
 	github.com/ghodss/yaml v1.0.0
+	github.com/go-ini/ini v1.62.0 // indirect
 	github.com/go-openapi/errors v0.19.2
 	github.com/go-openapi/runtime v0.19.4
 	github.com/go-openapi/strfmt v0.19.3
@@ -14,39 +14,44 @@ require (
 	github.com/go-openapi/validate v0.19.5
 	github.com/go-sql-driver/mysql v1.5.0
 	github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b
-	github.com/golang/protobuf v1.4.2
-	github.com/google/go-cmp v0.5.2
-	github.com/google/uuid v1.1.1
+	github.com/golang/protobuf v1.4.3
+	github.com/google/go-cmp v0.5.4
+	github.com/google/uuid v1.1.2
 	github.com/gopherjs/gopherjs v0.0.0-20181103185306-d547d1d9531e // indirect
 	github.com/gorilla/mux v1.8.0
-	github.com/grpc-ecosystem/grpc-gateway v1.12.2
+	github.com/grpc-ecosystem/grpc-gateway v1.14.8
 	github.com/jinzhu/gorm v1.9.12
 	github.com/mattn/go-sqlite3 v2.0.1+incompatible
 	github.com/minio/minio-go v6.0.14+incompatible
 	github.com/peterhellberg/duration v0.0.0-20191119133758-ec6baeebcd10
 	github.com/pkg/errors v0.9.1
-	github.com/prometheus/client_golang v1.5.0
+	github.com/prometheus/client_golang v1.8.0
 	github.com/robfig/cron v1.2.0
 	github.com/sirupsen/logrus v1.6.0
 	github.com/spf13/viper v1.7.0
 	github.com/stretchr/testify v1.5.1
-	github.com/tektoncd/pipeline v0.16.3
-	golang.org/x/net v0.0.0-20200520182314-0ba52f642ac2
-	golang.org/x/sync v0.0.0-20201207232520-09787c993a3a // indirect
-	google.golang.org/api v0.25.0
-	google.golang.org/genproto v0.0.0-20200527145253-8367513e4ece
-	google.golang.org/grpc v1.29.1
+	github.com/tektoncd/pipeline v0.20.1
+	golang.org/x/net v0.0.0-20201209123823-ac852fbbde11
+	google.golang.org/api v0.36.0
+	google.golang.org/genproto v0.0.0-20201211151036-40ec1c210f7a
+	google.golang.org/grpc v1.34.0
 	gopkg.in/yaml.v2 v2.3.0
-	k8s.io/api v0.17.9
-	k8s.io/apimachinery v0.17.9
+	k8s.io/api v0.18.12
+	k8s.io/apimachinery v0.18.12
 	k8s.io/client-go v11.0.1-0.20190805182717-6502b5e7b1b5+incompatible
-	k8s.io/code-generator v0.18.0
-	sigs.k8s.io/controller-runtime v0.5.11
+	k8s.io/code-generator v0.18.12
+	sigs.k8s.io/controller-runtime v0.6.4
 )
 
 replace (
 	github.com/googleapis/gnostic => github.com/googleapis/gnostic v0.2.0
-	k8s.io/client-go => k8s.io/client-go v0.17.9
+	k8s.io/api => k8s.io/api v0.18.12
+	k8s.io/apiextensions-apiserver => k8s.io/apiextensions-apiserver v0.18.12
+	k8s.io/apimachinery => k8s.io/apimachinery v0.18.12
+	k8s.io/apiserver => k8s.io/apiserver v0.18.12
+	k8s.io/client-go => k8s.io/client-go v0.18.12
+	k8s.io/code-generator => k8s.io/code-generator v0.18.12
+	k8s.io/kube-openapi => k8s.io/kube-openapi v0.0.0-20200410145947-bcb3869e6f29
 )
 
 go 1.13
diff --git a/go.sum b/go.sum
index 83034698ab..c80a32a7ff 100644
--- a/go.sum
+++ b/go.sum
@@ -1,35 +1,31 @@
-bazil.org/fuse v0.0.0-20160811212531-371fbbdaa898/go.mod h1:Xbm+BRKSBEpa4q4hTSxohYNQpsxXPbPry4JJWOB3LB8=
-bazil.org/fuse v0.0.0-20180421153158-65cc252bf669/go.mod h1:Xbm+BRKSBEpa4q4hTSxohYNQpsxXPbPry4JJWOB3LB8=
 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 v0.39.0/go.mod h1:rVLT6fkc8chs9sfPtFc1SBH6em7n+ZoXaG+87tDISts=
-cloud.google.com/go v0.40.0/go.mod h1:Tk58MuI9rbLMKlAjeO/bDnteAx7tX2gJIXw4T5Jwlro=
 cloud.google.com/go v0.43.0/go.mod h1:BOSR3VbTLkk6FDC/TcffxP4NF/FFBGA5ku+jvKOP7pg=
 cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU=
 cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
-cloud.google.com/go v0.44.3/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
 cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc=
 cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0=
-cloud.google.com/go v0.47.0/go.mod h1:5p3Ky/7f3N10VBkhuR5LFtddroTiMyjZV/Kj5qOQFxU=
 cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To=
 cloud.google.com/go v0.52.0/go.mod h1:pXajvRH/6o3+F9jDHZWQ5PbGhn+o8w9qiu/CffaVdO4=
 cloud.google.com/go v0.53.0/go.mod h1:fp/UouUEsRkN6ryDKNW/Upv/JBKnv6WDthjR6+vze6M=
 cloud.google.com/go v0.54.0/go.mod h1:1rq2OEkV3YMf6n/9ZvGWI3GWw0VoqH/1x2nd8Is/bPc=
-cloud.google.com/go v0.55.0 h1:eoz/lYxKSL4CNAiaUJ0ZfD1J3bfMYbU5B3rwM1C1EIU=
-cloud.google.com/go v0.55.0/go.mod h1:ZHmoY+/lIMNkN2+fBmuTiqZ4inFhvQad8ft7MT8IV5Y=
 cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKVk=
-cloud.google.com/go v0.57.0 h1:EpMNVUorLiZIELdMZbCYX/ByTFCdoYopYAGxaGVz9ms=
 cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs=
+cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc=
+cloud.google.com/go v0.64.0/go.mod h1:xfORb36jGvE+6EexW71nMEtL025s3x6xvuYUKM4JLv4=
+cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY=
+cloud.google.com/go v0.72.0 h1:eWRCuwubtDrCJG0oSUMgnsbD4CmPFQF2ei4OFbXvwww=
+cloud.google.com/go v0.72.0/go.mod h1:M+5Vjvlc2wnp6tjzE102Dw08nGShTscUx2nZMufOKPI=
 cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o=
 cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE=
 cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc=
 cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg=
 cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc=
+cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ=
 cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE=
 cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk=
 cloud.google.com/go/firestore v1.1.0/go.mod h1:ulACoGHTpvq5r8rxGJ4ddJZBZqakUQqClKRT5SZwBmk=
-cloud.google.com/go/logging v1.0.0/go.mod h1:V1cc3ogwobYzQq5f2R7DS/GvRIrI4FKj01Gs5glwAls=
 cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I=
 cloud.google.com/go/pubsub v1.1.0/go.mod h1:EwwdRX2sKPjnvnqCa270oGRyludottCI76h+R3AArQw=
 cloud.google.com/go/pubsub v1.2.0/go.mod h1:jhfEVHT8odbXTkndysNHCcx0awwzvfOlguIAii9o8iA=
@@ -38,91 +34,56 @@ cloud.google.com/go/storage v1.0.0/go.mod h1:IhtSnM/ZTZV8YYJWCY8RULGVqBDmpoyjwiy
 cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0ZeosJ0Rtdos=
 cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk=
 cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RXyy7KQOVs=
-code.gitea.io/sdk/gitea v0.12.0/go.mod h1:z3uwDV/b9Ls47NGukYM9XhnHtqPh/J+t40lsUrR6JDY=
-contrib.go.opencensus.io/exporter/aws v0.0.0-20181029163544-2befc13012d0/go.mod h1:uu1P0UCM/6RbsMrgPa98ll8ZcHM858i/AD06a9aLRCA=
-contrib.go.opencensus.io/exporter/ocagent v0.4.12/go.mod h1:450APlNTSR6FrvC3CTRqYosuDstRB9un7SOx2k/9ckA=
-contrib.go.opencensus.io/exporter/ocagent v0.5.0/go.mod h1:ImxhfLRpxoYiSq891pBrLVhN+qmP8BTVvdH2YLs7Gl0=
-contrib.go.opencensus.io/exporter/ocagent v0.6.0 h1:Z1n6UAyr0QwM284yUuh5Zd8JlvxUGAhFZcgMJkMPrGM=
-contrib.go.opencensus.io/exporter/ocagent v0.6.0/go.mod h1:zmKjrJcdo0aYcVS7bmEeSEBLPA9YJp5bjrofdU3pIXs=
-contrib.go.opencensus.io/exporter/prometheus v0.1.0 h1:SByaIoWwNgMdPSgl5sMqM2KDE5H/ukPWBRo314xiDvg=
-contrib.go.opencensus.io/exporter/prometheus v0.1.0/go.mod h1:cGFniUXGZlKRjzOyuZJ6mgB+PgBcCIa79kEKR8YCW+A=
-contrib.go.opencensus.io/exporter/stackdriver v0.12.1/go.mod h1:iwB6wGarfphGGe/e5CWqyUk/cLzKnWsOKPVW3no6OTw=
-contrib.go.opencensus.io/exporter/stackdriver v0.12.8/go.mod h1:XyyafDnFOsqoxHJgTFycKZMrRUrPThLh2iYTJF6uoO0=
-contrib.go.opencensus.io/exporter/stackdriver v0.12.9-0.20191108183826-59d068f8d8ff/go.mod h1:XyyafDnFOsqoxHJgTFycKZMrRUrPThLh2iYTJF6uoO0=
-contrib.go.opencensus.io/exporter/stackdriver v0.13.1 h1:RX9W6FelAqTVnBi/bRXJLXr9n18v4QkQwZYIdnNS51I=
-contrib.go.opencensus.io/exporter/stackdriver v0.13.1/go.mod h1:z2tyTZtPmQ2HvWH4cOmVDgtY+1lomfKdbLnkJvZdc8c=
-contrib.go.opencensus.io/exporter/zipkin v0.1.1/go.mod h1:GMvdSl3eJ2gapOaLKzTKE3qDgUkJ86k9k3yY2eqwkzc=
-contrib.go.opencensus.io/integrations/ocsql v0.1.4/go.mod h1:8DsSdjz3F+APR+0z0WkU1aRorQCFfRxvqjUUPMbF3fE=
-contrib.go.opencensus.io/resource v0.1.1/go.mod h1:F361eGI91LCmW1I/Saf+rX0+OFcigGlFvXwEGEnkRLA=
+cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0=
+cloud.google.com/go/storage v1.11.0/go.mod h1:/PAbprKS+5msVYogBmczjWalDXnQ9mr64yEq9YnyPeo=
+contrib.go.opencensus.io/exporter/ocagent v0.7.1-0.20200907061046-05415f1de66d h1:LblfooH1lKOpp1hIhukktmSAxFkqMPFk9KR6iZ0MJNI=
+contrib.go.opencensus.io/exporter/ocagent v0.7.1-0.20200907061046-05415f1de66d/go.mod h1:IshRmMJBhDfFj5Y67nVhMYTTIze91RUeT73ipWKs/GY=
+contrib.go.opencensus.io/exporter/prometheus v0.2.1-0.20200609204449-6bcf6f8577f0 h1:2O3c1g5CzMc1+Uah4Waot9Obm0yw70VXJzWaP6Fz3nw=
+contrib.go.opencensus.io/exporter/prometheus v0.2.1-0.20200609204449-6bcf6f8577f0/go.mod h1:MjHoxkI7Ny27toPeFkRbXbzVjzIGkwOAptrAy8Mxtm8=
+contrib.go.opencensus.io/exporter/stackdriver v0.13.4 h1:ksUxwH3OD5sxkjzEqGxNTl+Xjsmu3BnC/300MhSVTSc=
+contrib.go.opencensus.io/exporter/stackdriver v0.13.4/go.mod h1:aXENhDJ1Y4lIg4EUaVTwzvYETVNZk10Pu26tevFKLUc=
+contrib.go.opencensus.io/exporter/zipkin v0.1.2/go.mod h1:mP5xM3rrgOjpn79MM8fZbj3gsxcuytSqtH0dxSWW1RE=
 dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
 git.apache.org/thrift.git v0.12.0/go.mod h1:fPE2ZNJGynbRyZ4dJvy6G277gSllfV2HJqblrnkyeyg=
-github.com/Azure/azure-amqp-common-go/v2 v2.1.0/go.mod h1:R8rea+gJRuJR6QxTir/XuEd+YuKoUiazDC/N96FiDEU=
-github.com/Azure/azure-pipeline-go v0.2.1/go.mod h1:UGSo8XybXnIGZ3epmeBw7Jdz+HiUVpqIlpz/HKHylF4=
-github.com/Azure/azure-pipeline-go v0.2.2/go.mod h1:4rQ/NZncSvGqNkkOsNpOU1tgoNuIlp9AfUH5G1tvCHc=
-github.com/Azure/azure-sdk-for-go v16.2.1+incompatible/go.mod h1:9XXNKU+eRnpl9moKnB4QOLf1HestfXbmab5FXxiDBjc=
-github.com/Azure/azure-sdk-for-go v29.0.0+incompatible/go.mod h1:9XXNKU+eRnpl9moKnB4QOLf1HestfXbmab5FXxiDBjc=
-github.com/Azure/azure-sdk-for-go v30.1.0+incompatible/go.mod h1:9XXNKU+eRnpl9moKnB4QOLf1HestfXbmab5FXxiDBjc=
 github.com/Azure/azure-sdk-for-go v35.0.0+incompatible/go.mod h1:9XXNKU+eRnpl9moKnB4QOLf1HestfXbmab5FXxiDBjc=
 github.com/Azure/azure-sdk-for-go v38.0.0+incompatible/go.mod h1:9XXNKU+eRnpl9moKnB4QOLf1HestfXbmab5FXxiDBjc=
 github.com/Azure/azure-sdk-for-go v42.3.0+incompatible/go.mod h1:9XXNKU+eRnpl9moKnB4QOLf1HestfXbmab5FXxiDBjc=
-github.com/Azure/azure-service-bus-go v0.9.1/go.mod h1:yzBx6/BUGfjfeqbRZny9AQIbIe3AcV9WZbAdpkoXOa0=
-github.com/Azure/azure-storage-blob-go v0.8.0/go.mod h1:lPI3aLPpuLTeUwh1sViKXFxwl2B6teiRqI0deQUvsw0=
 github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78/go.mod h1:LmzpDX56iTiv29bbRTIsUNlaFfuhWRQBWjQdVyAevI8=
-github.com/Azure/go-autorest v10.8.1+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
-github.com/Azure/go-autorest v12.0.0+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
-github.com/Azure/go-autorest v14.1.1+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
-github.com/Azure/go-autorest/autorest v0.2.0/go.mod h1:AKyIcETwSUFxIcs/Wnq/C+kwCtlEYGUVd7FPNb2slmg=
+github.com/Azure/go-autorest v14.2.0+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
 github.com/Azure/go-autorest/autorest v0.9.0/go.mod h1:xyHB1BMZT0cuDHU7I0+g046+BFDTQ8rEZB0s4Yfa6bI=
 github.com/Azure/go-autorest/autorest v0.9.3/go.mod h1:GsRuLYvwzLjjjRoWEIyMUaYq8GNUx2nRB378IPt/1p0=
-github.com/Azure/go-autorest/autorest v0.9.6/go.mod h1:/FALq9T/kS7b5J5qsQ+RSTUdAmGFqi0vUdVNNx8q630=
 github.com/Azure/go-autorest/autorest v0.10.2/go.mod h1:/FALq9T/kS7b5J5qsQ+RSTUdAmGFqi0vUdVNNx8q630=
-github.com/Azure/go-autorest/autorest/adal v0.1.0/go.mod h1:MeS4XhScH55IST095THyTxElntu7WqB7pNbZo8Q5G3E=
 github.com/Azure/go-autorest/autorest/adal v0.5.0/go.mod h1:8Z9fGy2MpX0PvDjB1pEgQTmVqjGhiHBW7RJJEciWzS0=
 github.com/Azure/go-autorest/autorest/adal v0.8.0/go.mod h1:Z6vX6WXXuyieHAXwMj0S6HY6e6wcHn37qQMBQlvY3lc=
-github.com/Azure/go-autorest/autorest/adal v0.8.1/go.mod h1:ZjhuQClTqx435SRJ2iMlOxPYt3d2C/T/7TiQCVZSn3Q=
 github.com/Azure/go-autorest/autorest/adal v0.8.2/go.mod h1:ZjhuQClTqx435SRJ2iMlOxPYt3d2C/T/7TiQCVZSn3Q=
-github.com/Azure/go-autorest/autorest/adal v0.8.3/go.mod h1:ZjhuQClTqx435SRJ2iMlOxPYt3d2C/T/7TiQCVZSn3Q=
-github.com/Azure/go-autorest/autorest/azure/auth v0.4.2/go.mod h1:90gmfKdlmKgfjUpnCEpOJzsUEjrWDSLwHIG73tSXddM=
-github.com/Azure/go-autorest/autorest/azure/cli v0.3.1/go.mod h1:ZG5p860J94/0kI9mNJVoIoLgXcirM2gF5i2kWloofxw=
+github.com/Azure/go-autorest/autorest/adal v0.9.5/go.mod h1:B7KF7jKIeC9Mct5spmyCB/A8CG/sEz1vwIRGv/bbw7A=
 github.com/Azure/go-autorest/autorest/date v0.1.0/go.mod h1:plvfp3oPSKwf2DNjlBjWF/7vwR+cUD/ELuzDCXwHUVA=
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@@ -317,56 +218,42 @@ github.com/envoyproxy/go-control-plane v0.6.9/go.mod h1:SBwIajubJHhxtWwsL9s8ss4s
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@@ -481,8 +342,8 @@ github.com/golang/mock v1.3.1/go.mod h1:sBzyDLLjw3U8JLTeZvSv8jJB+tU5PVekmnlKIyFU
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@@ -493,67 +354,47 @@ github.com/golang/protobuf v1.4.0-rc.1/go.mod h1:ceaxUfeHdC40wWswd/P6IGgMaK3YpKi
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@@ -561,14 +402,13 @@ github.com/google/pprof v0.0.0-20191218002539-d4f498aebedc/go.mod h1:ZgVRPoUq/hf
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@@ -1187,35 +839,26 @@ golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACk
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@@ -1250,10 +892,8 @@ golang.org/x/net v0.0.0-20170114055629-f2499483f923/go.mod h1:mL1N/T3taQHkDXs73r
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diff --git a/guides/developer_guide.md b/guides/developer_guide.md
index 77f52b9ed8..00a9b1521d 100644
--- a/guides/developer_guide.md
+++ b/guides/developer_guide.md
@@ -28,7 +28,7 @@ If you would like to do it in development mode, or if you already have a Kubeflo
 ## Prerequisites
 
 1. [Install Tekton](https://github.com/tektoncd/pipeline/blob/master/docs/install.md#installing-tekton-pipelines-on-kubernetes).
-    - Minimum version: `0.16.0`
+    - Minimum version: `0.20.1`
 2. Clone this repository
     ```
     git clone https://github.com/kubeflow/kfp-tekton.git
@@ -58,7 +58,7 @@ If you would like to do it in development mode, or if you already have a Kubeflo
     kubectl patch svc ml-pipeline-ui -n kubeflow -p '{"spec": {"type": "LoadBalancer"}}'
     kubectl get service ml-pipeline-ui -n kubeflow -o jsonpath='{.status.loadBalancer.ingress[0].ip}'
     ```
-    
+
     Now that you have deployed Kubeflow Pipelines with Tekton, install the [KFP-Tekton SDK](/sdk/README.md) and follow
     the [KFP Tekton User Guide](/guides/kfp-user-guide) to start building your own pipelines.
 
@@ -78,8 +78,8 @@ npm run docker
 ```
 
 ### Backend
-The KFP backend with Tekton uses a modified version of Kubeflow Pipelines api-server, persistent agent, and metadata writer. 
-1. To build these two images, clone this repository under the [GOPATH](https://golang.org/doc/gopath_code.html#GOPATH) and rename it to `pipelines`. 
+The KFP backend with Tekton uses a modified version of Kubeflow Pipelines api-server, persistent agent, and metadata writer.
+1. To build these two images, clone this repository under the [GOPATH](https://golang.org/doc/gopath_code.html#GOPATH) and rename it to `pipelines`.
     ```shell
     cd $GOPATH/src/go/github.com/kubeflow
     git clone https://github.com/kubeflow/kfp-tekton.git
@@ -106,7 +106,7 @@ The KFP backend with Tekton uses a modified version of Kubeflow Pipelines api-se
    ```
 
 4. Push the images to registry and modify the Kustomization to use your own built images.
-    
+
    Modify the `newName` under the `images` section in `manifests/kustomize/base/kustomization.yaml`.
 
    Now you can follow the [Install Tekton KFP with pre-built images](#install-tekton-kfp-with-pre-built-images) instructions to install your own KFP backend.


Test patch:
diff --git a/backend/src/apiserver/resource/resource_manager_test.go b/backend/src/apiserver/resource/resource_manager_test.go
index 72f73b9ebb..ee3b51a035 100644
--- a/backend/src/apiserver/resource/resource_manager_test.go
+++ b/backend/src/apiserver/resource/resource_manager_test.go
@@ -15,6 +15,7 @@
 package resource
 
 import (
+	"context"
 	"fmt"
 	"testing"
 
@@ -407,7 +408,7 @@ func TestEnableJob_CustomResourceNotFound(t *testing.T) {
 	defer store.Close()
 	// The swf CR can be missing when user reinstalled KFP using existing DB data.
 	// Explicitly delete it to simulate the situation.
-	manager.getScheduledWorkflowClient(job.Namespace).Delete(job.Name, &v1.DeleteOptions{})
+	manager.getScheduledWorkflowClient(job.Namespace).Delete(context.Background(), job.Name, v1.DeleteOptions{})
 	// When swf CR is missing, enabling the job needs to fail.
 	err := manager.EnableJob(job.UUID, true)
 	assert.Equal(t, codes.Internal, err.(*util.UserError).ExternalStatusCode())
@@ -422,7 +423,7 @@ func TestDisableJob_CustomResourceNotFound(t *testing.T) {
 
 	// The swf CR can be missing when user reinstalled KFP using existing DB data.
 	// Explicitly delete it to simulate the situation.
-	manager.getScheduledWorkflowClient(job.Namespace).Delete(job.Name, &v1.DeleteOptions{})
+	manager.getScheduledWorkflowClient(job.Namespace).Delete(context.Background(), job.Name, v1.DeleteOptions{})
 	err := manager.EnableJob(job.UUID, false)
 	require.Nil(t, err, "Disabling the job should succeed even when the custom resource is missing.")
 	job, err = manager.GetJob(job.UUID)
@@ -474,7 +475,7 @@ func TestDeleteJob_CustomResourceNotFound(t *testing.T) {
 	defer store.Close()
 	// The swf CR can be missing when user reinstalled KFP using existing DB data.
 	// Explicitly delete it to simulate the situation.
-	manager.getScheduledWorkflowClient(job.Namespace).Delete(job.Name, &v1.DeleteOptions{})
+	manager.getScheduledWorkflowClient(job.Namespace).Delete(context.Background(), job.Name, v1.DeleteOptions{})
 
 	// Now deleting job should still succeed when the swf CR is already deleted.
 	err := manager.DeleteJob(job.UUID)
diff --git a/backend/test/integration/job_api_test.go b/backend/test/integration/job_api_test.go
index 3543699abb..1a4a2a206a 100644
--- a/backend/test/integration/job_api_test.go
+++ b/backend/test/integration/job_api_test.go
@@ -1,6 +1,7 @@
 package integration
 
 import (
+	"context"
 	"io/ioutil"
 	"sort"
 	"testing"
@@ -446,7 +447,10 @@ func (s *JobApiTestSuite) TestJobApis_SwfNotFound() {
 	// Delete all ScheduledWorkflow custom resources to simulate the situation
 	// that after reinstalling KFP with managed storage, only KFP DB is kept,
 	// but all KFP custom resources are gone.
-	err = s.swfClient.ScheduledWorkflow(s.namespace).DeleteCollection(&v1.DeleteOptions{}, v1.ListOptions{})
+	ctx := context.Background()
+	ctx, cancel := context.WithCancel(ctx)
+	defer cancel()
+	err = s.swfClient.ScheduledWorkflow(s.namespace).DeleteCollection(ctx, v1.DeleteOptions{}, v1.ListOptions{})
 	require.Nil(t, err)
 
 	err = s.jobClient.Delete(&jobparams.DeleteJobParams{ID: job.ID})
diff --git a/backend/test/integration/pipeline_api_test.go b/backend/test/integration/pipeline_api_test.go
index 8e4e2a9d1d..5d9142703e 100644
--- a/backend/test/integration/pipeline_api_test.go
+++ b/backend/test/integration/pipeline_api_test.go
@@ -7,11 +7,11 @@ import (
 
 	"github.com/kubeflow/pipelines/backend/test"
 
-	"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1"
 	"github.com/ghodss/yaml"
 	"github.com/golang/glog"
 	params "github.com/kubeflow/pipelines/backend/api/go_http_client/pipeline_client/pipeline_service"
 	model "github.com/kubeflow/pipelines/backend/api/go_http_client/pipeline_model"
+	"github.com/tektoncd/pipeline/pkg/apis/pipeline/v1beta1"
 
 	"github.com/kubeflow/pipelines/backend/api/go_http_client/pipeline_model"
 	uploadParams "github.com/kubeflow/pipelines/backend/api/go_http_client/pipeline_upload_client/pipeline_upload_service"
@@ -181,7 +181,7 @@ func (s *PipelineApiTest) TestPipelineAPI() {
 	assert.Nil(t, err)
 	expected, err := ioutil.ReadFile("../resources/arguments-parameters.yaml")
 	assert.Nil(t, err)
-	var expectedWorkflow v1alpha1.Workflow
+	var expectedWorkflow v1beta1.PipelineRun
 	err = yaml.Unmarshal(expected, &expectedWorkflow)
 	assert.Equal(t, expectedWorkflow, *template)
 }
diff --git a/backend/test/integration/pipeline_version_api_test.go b/backend/test/integration/pipeline_version_api_test.go
index 54e02a8dcd..2fd6eccb6f 100644
--- a/backend/test/integration/pipeline_version_api_test.go
+++ b/backend/test/integration/pipeline_version_api_test.go
@@ -5,7 +5,6 @@ import (
 	"testing"
 	"time"
 
-	"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1"
 	"github.com/ghodss/yaml"
 	"github.com/golang/glog"
 	params "github.com/kubeflow/pipelines/backend/api/go_http_client/pipeline_client/pipeline_service"
@@ -16,6 +15,7 @@ import (
 	"github.com/kubeflow/pipelines/backend/test"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/suite"
+	"github.com/tektoncd/pipeline/pkg/apis/pipeline/v1beta1"
 )
 
 // This test suit tests various methods to import pipeline to pipeline system, including
@@ -291,7 +291,7 @@ func (s *PipelineVersionApiTest) TestPipelineVersionAPI() {
 	assert.Nil(t, err)
 	expected, err := ioutil.ReadFile("../resources/arguments-parameters.yaml")
 	assert.Nil(t, err)
-	var expectedWorkflow v1alpha1.Workflow
+	var expectedWorkflow v1beta1.PipelineRun
 	err = yaml.Unmarshal(expected, &expectedWorkflow)
 	assert.Equal(t, expectedWorkflow, *template)
 }
diff --git a/backend/test/integration/upgrade_test.go b/backend/test/integration/upgrade_test.go
index eb70c6c914..a18526da40 100644
--- a/backend/test/integration/upgrade_test.go
+++ b/backend/test/integration/upgrade_test.go
@@ -6,12 +6,12 @@ import (
 	"testing"
 	"time"
 
-	"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1"
 	"github.com/ghodss/yaml"
 	"github.com/golang/glog"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"github.com/stretchr/testify/suite"
+	"github.com/tektoncd/pipeline/pkg/apis/pipeline/v1beta1"
 
 	experimentParams "github.com/kubeflow/pipelines/backend/api/go_http_client/experiment_client/experiment_service"
 	"github.com/kubeflow/pipelines/backend/api/go_http_client/experiment_model"
@@ -234,7 +234,7 @@ func (s *UpgradeTests) VerifyPipelines() {
 	require.Nil(t, err)
 	expected, err := ioutil.ReadFile("../resources/arguments-parameters.yaml")
 	require.Nil(t, err)
-	var expectedWorkflow v1alpha1.Workflow
+	var expectedWorkflow v1beta1.PipelineRun
 	err = yaml.Unmarshal(expected, &expectedWorkflow)
 	assert.Equal(t, expectedWorkflow, *template)
 }