Delete Suggestion deployment after Experiment is finished

pkg/apis/controller/experiments/v1alpha3/constants.go

@@ -24,4 +24,7 @@ const (
 
 	// Default value of Spec.TemplatePath
 	DefaultTrialTemplatePath = "defaultTrialTemplate.yaml"
+
+	// Default value of Spec.DefaultResumePolicy
+	DefaultResumePolicy = LongRunning
 )

pkg/apis/controller/experiments/v1alpha3/experiment_types.go

@@ -49,9 +49,11 @@ type ExperimentSpec struct {
 
 	NasConfig *NasConfig `json:"nasConfig,omitempty"`
 
+	// Describes resuming policy which usually take effect after experiment terminated.
+	ResumePolicy ResumePolicyType `json:"resumePolicy,omitempty"`
+
 	// TODO - Other fields, exact format is TBD. Will add these back during implementation.
 	// - Early stopping
-	// - Resume experiment
 }
 
 type ExperimentStatus struct {
@@ -154,6 +156,13 @@ const (
 	ExperimentFailed     ExperimentConditionType = "Failed"
 )
 
+type ResumePolicyType string
+
+const (
+	NeverResume ResumePolicyType = "Never"
+	LongRunning ResumePolicyType = "LongRunning"
+)
+
 type ParameterSpec struct {
 	Name          string        `json:"name,omitempty"`
 	ParameterType ParameterType `json:"parameterType,omitempty"`

pkg/apis/v1alpha3/swagger.json

@@ -485,6 +485,10 @@
             "$ref": "#/definitions/v1alpha3.ParameterSpec"
           }
         },
+        "resumePolicy": {
+          "description": "Describes resuming policy which usually take effect after experiment terminated.",
+          "type": "string"
+        },
         "trialTemplate": {
           "description": "Template for each run of the trial.",
           "$ref": "#/definitions/v1alpha3.TrialTemplate"

pkg/controller.v1alpha3/experiment/experiment_controller.go

@@ -202,6 +202,9 @@ func (r *ReconcileExperiment) Reconcile(request reconcile.Request) (reconcile.Re
 				instance.MarkExperimentStatusRestarting(util.ExperimentRestartingReason, msg)
 			}
 		} else {
+			if instance.Spec.ResumePolicy != experimentsv1alpha3.LongRunning {
+				return r.terminateSuggestion(instance)
+			}
 			// If experiment is completed with no running trials, stop reconcile
 			if !instance.HasRunningTrials() {
 				return reconcile.Result{}, nil
@@ -263,6 +266,7 @@ func (r *ReconcileExperiment) ReconcileExperiment(instance *experimentsv1alpha3.
 	if reconcileRequired {
 		r.ReconcileTrials(instance, trials.Items)
 	}
+
 	return nil
 }
 

pkg/controller.v1alpha3/experiment/experiment_util.go

@@ -4,6 +4,7 @@ import (
 	"bytes"
 	"context"
 	"fmt"
+	"k8s.io/apimachinery/pkg/api/errors"
 
 	"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
 	"k8s.io/apimachinery/pkg/types"
@@ -14,6 +15,7 @@ import (
 	experimentsv1alpha3 "github.com/kubeflow/katib/pkg/apis/controller/experiments/v1alpha3"
 	suggestionsv1alpha3 "github.com/kubeflow/katib/pkg/apis/controller/suggestions/v1alpha3"
 	trialsv1alpha3 "github.com/kubeflow/katib/pkg/apis/controller/trials/v1alpha3"
+	suggestionController "github.com/kubeflow/katib/pkg/controller.v1alpha3/suggestion"
 	"github.com/kubeflow/katib/pkg/controller.v1alpha3/util"
 )
 
@@ -109,3 +111,31 @@ func (r *ReconcileExperiment) updateFinalizers(instance *experimentsv1alpha3.Exp
 		return reconcile.Result{Requeue: true}, err
 	}
 }
+
+func (r *ReconcileExperiment) terminateSuggestion(instance *experimentsv1alpha3.Experiment) (reconcile.Result, error) {
+	log.Info("Start terminating original...")
+	original := &suggestionsv1alpha3.Suggestion{}
+	err := r.Get(context.TODO(), types.NamespacedName{
+		Namespace: instance.Namespace,
+		Name:      instance.Name,
+	}, original)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			return reconcile.Result{}, nil
+		}
+		return reconcile.Result{}, err
+	}
+	if original.IsCompleted() {
+		return reconcile.Result{}, nil
+	}
+	suggestion := original.DeepCopy()
+	msg := "Suggestion is succeeded"
+	suggestion.MarkSuggestionStatusSucceeded(suggestionController.SuggestionSucceededReason, msg)
+	log.Info("Mark suggestion succeeded...")
+
+	if err := r.UpdateSuggestion(suggestion); err != nil {
+		return reconcile.Result{}, err
+	} else {
+		return reconcile.Result{Requeue: true}, nil
+	}
+}

pkg/controller.v1alpha3/suggestion/suggestion_controller.go

@@ -134,7 +134,16 @@ func (r *ReconcileSuggestion) Reconcile(request reconcile.Request) (reconcile.Re
 		return reconcile.Result{}, err
 	}
 	instance := oldS.DeepCopy()
-	if instance.IsCompleted() {
+	// If ResumePolicyType is LongRunning, suggestion status will never be succeeded.
+	if instance.IsSucceeded() {
+		err = r.deleteDeployment(instance)
+		if err != nil {
+			return reconcile.Result{}, err
+		}
+		err = r.deleteService(instance)
+		if err != nil {
+			return reconcile.Result{}, err
+		}
 		return reconcile.Result{}, nil
 	}
 	if !instance.IsCreated() {

pkg/controller.v1alpha3/suggestion/suggestion_controller_util.go

@@ -2,6 +2,7 @@ package suggestion
 
 import (
 	"context"
+	"github.com/kubeflow/katib/pkg/apis/controller/suggestions/v1alpha3"
 
 	appsv1 "k8s.io/api/apps/v1"
 	corev1 "k8s.io/api/core/v1"
@@ -34,3 +35,47 @@ func (r *ReconcileSuggestion) reconcileService(service *corev1.Service) (*corev1
 	}
 	return foundService, nil
 }
+
+func (r *ReconcileSuggestion) deleteDeployment(instance *v1alpha3.Suggestion) error {
+	deploy, err := r.DesiredDeployment(instance)
+	if err != nil {
+		return err
+	}
+	realDeploy := &appsv1.Deployment{}
+	err = r.Get(context.TODO(), types.NamespacedName{Name: deploy.Name, Namespace: deploy.Namespace}, realDeploy)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			return nil
+		}
+		return err
+	}
+	err = r.Delete(context.TODO(), realDeploy)
+	if err != nil {
+		return err
+	}
+	log.Info("suggestion deployment %s has been deleted", realDeploy.Name)
+
+	return nil
+}
+
+func (r *ReconcileSuggestion) deleteService(instance *v1alpha3.Suggestion) error {
+	service, err := r.DesiredService(instance)
+	if err != nil {
+		return err
+	}
+	realService := &corev1.Service{}
+	err = r.Get(context.TODO(), types.NamespacedName{Name: service.Name, Namespace: service.Namespace}, realService)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			return nil
+		}
+		return err
+	}
+	err = r.Delete(context.TODO(), realService)
+	if err != nil {
+		return err
+	}
+	log.Info("suggestion service %s has been deleted", realService.Name)
+
+	return nil
+}

pkg/webhook/v1alpha3/experiment/validator/validator.go

@@ -68,6 +68,9 @@ func (g *DefaultValidator) ValidateExperiment(instance, oldInst *experimentsv1al
 	if err := g.validateAlgorithm(instance.Spec.Algorithm); err != nil {
 		return err
 	}
+	if err := g.validateResumePolicy(instance.Spec.ResumePolicy); err != nil {
+		return err
+	}
 
 	if err := g.validateTrialTemplate(instance); err != nil {
 		return err
@@ -115,6 +118,18 @@ func (g *DefaultValidator) validateAlgorithm(ag *commonapiv1alpha3.AlgorithmSpec
 	return nil
 }
 
+func (g *DefaultValidator) validateResumePolicy(resume experimentsv1alpha3.ResumePolicyType) error {
+	validTypes := map[experimentsv1alpha3.ResumePolicyType]string{
+		"":                              "",
+		experimentsv1alpha3.NeverResume: "",
+		experimentsv1alpha3.LongRunning: "",
+	}
+	if _, ok := validTypes[resume]; !ok {
+		return fmt.Errorf("invalid ResumePolicyType %s", resume)
+	}
+	return nil
+}
+
 func (g *DefaultValidator) validateTrialTemplate(instance *experimentsv1alpha3.Experiment) error {
 	trialName := fmt.Sprintf("%s-trial", instance.GetName())
 	runSpec, err := g.GetRunSpec(instance, instance.GetName(), trialName, instance.GetNamespace())

pkg/webhook/v1alpha3/experiment/validator/validator_test.go

@@ -251,6 +251,15 @@ metadata:
 				return i
 			}(),
 		},
+		{
+			Instance: newFakeInstance(),
+			Err:      true,
+			oldInstance: func() *experimentsv1alpha3.Experiment {
+				i := newFakeInstance()
+				i.Spec.ResumePolicy = "invalid-policy"
+				return i
+			}(),
+		},
 		{
 			Instance: func() *experimentsv1alpha3.Experiment {
 				i := newFakeInstance()

test/e2e/v1alpha3/resume-e2e-experiment.go

@@ -2,18 +2,24 @@ package main
 
 import (
 	"bytes"
+	"context"
 	"fmt"
 	"io/ioutil"
+	"k8s.io/apimachinery/pkg/api/errors"
+	"k8s.io/apimachinery/pkg/types"
 	"log"
 	"os"
 	"time"
 
+	appsv1 "k8s.io/api/apps/v1"
+	corev1 "k8s.io/api/core/v1"
 	k8syaml "k8s.io/apimachinery/pkg/util/yaml"
 	_ "k8s.io/client-go/plugin/pkg/client/auth/gcp"
 	"sigs.k8s.io/controller-runtime/pkg/client"
 
 	commonv1alpha3 "github.com/kubeflow/katib/pkg/apis/controller/common/v1alpha3"
 	experimentsv1alpha3 "github.com/kubeflow/katib/pkg/apis/controller/experiments/v1alpha3"
+	controllerUtil "github.com/kubeflow/katib/pkg/controller.v1alpha3/util"
 	"github.com/kubeflow/katib/pkg/util/v1alpha3/katibclient"
 )
 
@@ -146,5 +152,30 @@ func main() {
 			log.Fatal("All trials are not successful ", exp.Status.TrialsSucceeded, *exp.Spec.MaxTrialCount)
 		}
 	}
+
+	sug, err := kclient.GetSuggestion(exp.Name, exp.Namespace)
+	if exp.Spec.ResumePolicy == experimentsv1alpha3.LongRunning {
+		if sug.IsSucceeded() {
+			log.Fatal("Suggestion is terminated while ResumePolicy = LongRunning")
+		}
+	}
+	if exp.Spec.ResumePolicy == experimentsv1alpha3.NeverResume {
+		if sug.IsRunning() {
+			log.Fatal("Suggestion is still running while ResumePolicy = NeverResume")
+		}
+		namespacedName := types.NamespacedName{Name: controllerUtil.GetAlgorithmServiceName(sug), Namespace: sug.Namespace}
+		service := &corev1.Service{}
+		err := kclient.GetClient().Get(context.TODO(), namespacedName, service)
+		if err == nil || !errors.IsNotFound(err) {
+			log.Fatal("Suggestion service is still alive while ResumePolicy = NeverResume")
+		}
+		namespacedName = types.NamespacedName{Name: controllerUtil.GetAlgorithmDeploymentName(sug), Namespace: sug.Namespace}
+		deployment := &appsv1.Deployment{}
+		err = kclient.GetClient().Get(context.TODO(), namespacedName, deployment)
+		if err == nil || !errors.IsNotFound(err) {
+			log.Fatal("Suggestion deployment is still alive while ResumePolicy = NeverResume")
+		}
+	}
+
 	log.Printf("Experiment has recorded best current Optimal Trial %v", exp.Status.CurrentOptimalTrial)
 }

test/e2e/v1alpha3/run-e2e-experiment.go

@@ -2,18 +2,24 @@ package main
 
 import (
 	"bytes"
+	"context"
 	"fmt"
 	"io/ioutil"
+	"k8s.io/apimachinery/pkg/api/errors"
+	"k8s.io/apimachinery/pkg/types"
 	"log"
 	"os"
 	"time"
 
+	appsv1 "k8s.io/api/apps/v1"
+	corev1 "k8s.io/api/core/v1"
 	k8syaml "k8s.io/apimachinery/pkg/util/yaml"
 	_ "k8s.io/client-go/plugin/pkg/client/auth/gcp"
 	"sigs.k8s.io/controller-runtime/pkg/client"
 
 	commonv1alpha3 "github.com/kubeflow/katib/pkg/apis/controller/common/v1alpha3"
 	experimentsv1alpha3 "github.com/kubeflow/katib/pkg/apis/controller/experiments/v1alpha3"
+	controllerUtil "github.com/kubeflow/katib/pkg/controller.v1alpha3/util"
 	"github.com/kubeflow/katib/pkg/util/v1alpha3/katibclient"
 )
 
@@ -129,5 +135,30 @@ func main() {
 			log.Fatal("All trials are not successful ", exp.Status.TrialsSucceeded, *exp.Spec.MaxTrialCount)
 		}
 	}
+
+	sug, err := kclient.GetSuggestion(exp.Name, exp.Namespace)
+	if exp.Spec.ResumePolicy == experimentsv1alpha3.LongRunning {
+		if sug.IsSucceeded() {
+			log.Fatal("Suggestion is terminated while ResumePolicy = LongRunning")
+		}
+	}
+	if exp.Spec.ResumePolicy == experimentsv1alpha3.NeverResume {
+		if sug.IsRunning() {
+			log.Fatal("Suggestion is still running while ResumePolicy = NeverResume")
+		}
+		namespacedName := types.NamespacedName{Name: controllerUtil.GetAlgorithmServiceName(sug), Namespace: sug.Namespace}
+		service := &corev1.Service{}
+		err := kclient.GetClient().Get(context.TODO(), namespacedName, service)
+		if err == nil || !errors.IsNotFound(err) {
+			log.Fatal("Suggestion service is still alive while ResumePolicy = NeverResume")
+		}
+		namespacedName = types.NamespacedName{Name: controllerUtil.GetAlgorithmDeploymentName(sug), Namespace: sug.Namespace}
+		deployment := &appsv1.Deployment{}
+		err = kclient.GetClient().Get(context.TODO(), namespacedName, deployment)
+		if err == nil || !errors.IsNotFound(err) {
+			log.Fatal("Suggestion deployment is still alive while ResumePolicy = NeverResume")
+		}
+	}
+
 	log.Printf("Experiment has recorded best current Optimal Trial %v", exp.Status.CurrentOptimalTrial)
 }