[RayCluster][Feature] skip suspending worker groups if the in-tree autoscaler is enabled

ray-operator/controllers/ray/raycluster_controller.go

@@ -261,6 +261,16 @@ func validateRayClusterSpec(instance *rayv1.RayCluster) error {
 	// TODO (kevin85421): If GcsFaultToleranceOptions is set, users should use `GcsFaultToleranceOptions.RedisAddress` instead of `RAY_REDIS_ADDRESS`.
 	// TODO (kevin85421): If GcsFaultToleranceOptions is set, users should use `GcsFaultToleranceOptions.ExternalStorageNamespace` instead of
 	// the annotation `ray.io/external-storage-namespace`.
+
+	enableInTreeAutoscaling := (instance.Spec.EnableInTreeAutoscaling != nil) && (*instance.Spec.EnableInTreeAutoscaling)
+	if enableInTreeAutoscaling {
+		for _, workerGroup := range instance.Spec.WorkerGroupSpecs {
+			if workerGroup.Suspend != nil && *workerGroup.Suspend {
+				// TODO (rueian): This can be supported in future Ray. We should check the RayVersion once we know the version.
+				return fmt.Errorf("suspending worker groups is not supported with Autoscaler enabled")
+			}
+		}
+	}
 	return nil
 }
 

ray-operator/controllers/ray/raycluster_controller_test.go

@@ -861,6 +861,47 @@ var _ = Context("Inside the default namespace", func() {
 		})
 	})
 
+	Describe("Suspend RayCluster worker group with Autoscaler enabled", Ordered, func() {
+		ctx := context.Background()
+		namespace := "default"
+		rayCluster := rayClusterTemplate("raycluster-suspend-workergroup-autoscaler", namespace)
+		rayCluster.Spec.EnableInTreeAutoscaling = ptr.To(true)
+		allPods := corev1.PodList{}
+		allFilters := common.RayClusterAllPodsAssociationOptions(rayCluster).ToListOptions()
+		workerFilters := common.RayClusterGroupPodsAssociationOptions(rayCluster, rayCluster.Spec.WorkerGroupSpecs[0].GroupName).ToListOptions()
+		headFilters := common.RayClusterHeadPodsAssociationOptions(rayCluster).ToListOptions()
+
+		It("Create a RayCluster custom resource", func() {
+			err := k8sClient.Create(ctx, rayCluster)
+			Expect(err).NotTo(HaveOccurred(), "Failed to create RayCluster")
+			Eventually(getResourceFunc(ctx, client.ObjectKey{Name: rayCluster.Name, Namespace: namespace}, rayCluster),
+				time.Second*3, time.Millisecond*500).Should(BeNil(), "Should be able to see RayCluster: %v", rayCluster.Name)
+		})
+
+		It("Check the number of Pods and add finalizers", func() {
+			Eventually(listResourceFunc(ctx, &allPods, allFilters...), time.Second*3, time.Millisecond*500).
+				Should(Equal(4), fmt.Sprintf("all pods %v", allPods.Items))
+		})
+
+		It("Setting suspend=true in first worker group should not fail", func() {
+			// suspend the Raycluster worker group
+			err := updateRayClusterWorkerGroupSuspendField(ctx, rayCluster, true)
+			Expect(err).NotTo(HaveOccurred(), "Failed to update RayCluster")
+		})
+
+		It("Worker pods should be not deleted and head pod should still be running", func() {
+			Consistently(listResourceFunc(ctx, &allPods, workerFilters...), time.Second*5, time.Millisecond*500).
+				Should(Equal(3), fmt.Sprintf("all pods %v", allPods.Items))
+			Consistently(listResourceFunc(ctx, &allPods, headFilters...), time.Second*5, time.Millisecond*500).
+				Should(Equal(1), fmt.Sprintf("all pods %v", allPods.Items))
+		})
+
+		It("Delete the cluster", func() {
+			err := k8sClient.Delete(ctx, rayCluster)
+			Expect(err).NotTo(HaveOccurred())
+		})
+	})
+
 	Describe("RayCluster with a multi-host worker group", Ordered, func() {
 		ctx := context.Background()
 		namespace := "default"

ray-operator/controllers/ray/raycluster_controller_unit_test.go

@@ -3729,6 +3729,68 @@ func TestValidateRayClusterSpecEmptyContainers(t *testing.T) {
 	}
 }
 
+func TestValidateRayClusterSpecSuspendingWorkerGroup(t *testing.T) {
+	headGroupSpec := rayv1.HeadGroupSpec{
+		Template: corev1.PodTemplateSpec{
+			Spec: corev1.PodSpec{
+				Containers: []corev1.Container{{Name: "ray-head"}},
+			},
+		},
+	}
+	workerGroupSpec := rayv1.WorkerGroupSpec{
+		Template: corev1.PodTemplateSpec{
+			Spec: corev1.PodSpec{
+				Containers: []corev1.Container{{Name: "ray-worker"}},
+			},
+		},
+	}
+	workerGroupSpecSuspended := *workerGroupSpec.DeepCopy()
+	workerGroupSpecSuspended.Suspend = ptr.To[bool](true)
+
+	tests := []struct {
+		rayCluster   *rayv1.RayCluster
+		name         string
+		errorMessage string
+		expectError  bool
+	}{
+		{
+			name: "suspend without autoscaler",
+			rayCluster: &rayv1.RayCluster{
+				Spec: rayv1.RayClusterSpec{
+					HeadGroupSpec:    headGroupSpec,
+					WorkerGroupSpecs: []rayv1.WorkerGroupSpec{workerGroupSpecSuspended},
+				},
+			},
+			expectError: false,
+		},
+		{
+			// TODO (rueian): This can be supported in future Ray. We should check the RayVersion once we know the version.
+			name: "suspend with autoscaler",
+			rayCluster: &rayv1.RayCluster{
+				Spec: rayv1.RayClusterSpec{
+					HeadGroupSpec:           headGroupSpec,
+					WorkerGroupSpecs:        []rayv1.WorkerGroupSpec{workerGroupSpecSuspended},
+					EnableInTreeAutoscaling: ptr.To[bool](true),
+				},
+			},
+			expectError:  true,
+			errorMessage: "suspending worker groups is not supported with Autoscaler enabled",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			err := validateRayClusterSpec(tt.rayCluster)
+			if tt.expectError {
+				assert.Error(t, err)
+				assert.EqualError(t, err, tt.errorMessage)
+			} else {
+				assert.Nil(t, err)
+			}
+		})
+	}
+}
+
 func TestValidateRayClusterStatus(t *testing.T) {
 	tests := []struct {
 		name        string