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Support extended kube-scheduler as batch scheduler (kubeflow#2136)
* Support coscheduling with kube-scheduler plugins Signed-off-by: Yi Chen <[email protected]> * Add example for using kube-schulder coscheduling Signed-off-by: Yi Chen <[email protected]> --------- Signed-off-by: Yi Chen <[email protected]>
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| # | ||
| # Copyright 2024 The Kubeflow authors. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
|
||
| apiVersion: sparkoperator.k8s.io/v1beta2 | ||
| kind: SparkApplication | ||
| metadata: | ||
| name: spark-pi-kube-scheduler | ||
| namespace: default | ||
| spec: | ||
| type: Scala | ||
| mode: cluster | ||
| image: spark:3.5.0 | ||
| imagePullPolicy: IfNotPresent | ||
| mainClass: org.apache.spark.examples.SparkPi | ||
| mainApplicationFile: local:///opt/spark/examples/jars/spark-examples_2.12-3.5.0.jar | ||
| sparkVersion: 3.5.0 | ||
| driver: | ||
| labels: | ||
| version: 3.5.0 | ||
| cores: 1 | ||
| coreLimit: 1200m | ||
| memory: 512m | ||
| serviceAccount: spark-operator-spark | ||
| executor: | ||
| labels: | ||
| version: 3.5.0 | ||
| instances: 2 | ||
| cores: 1 | ||
| coreLimit: 1200m | ||
| memory: 512m | ||
| batchScheduler: kube-scheduler |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,159 @@ | ||
| /* | ||
| Copyright 2024 The Kubeflow authors. | ||
| Licensed under the Apache License, Version 2.0 (the "License"); | ||
| you may not use this file except in compliance with the License. | ||
| You may obtain a copy of the License at | ||
| https://www.apache.org/licenses/LICENSE-2.0 | ||
| Unless required by applicable law or agreed to in writing, software | ||
| distributed under the License is distributed on an "AS IS" BASIS, | ||
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| See the License for the specific language governing permissions and | ||
| limitations under the License. | ||
| */ | ||
|
|
||
| package kubescheduler | ||
|
|
||
| import ( | ||
| "context" | ||
| "fmt" | ||
|
|
||
| corev1 "k8s.io/api/core/v1" | ||
| "k8s.io/apimachinery/pkg/api/errors" | ||
| metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" | ||
| "k8s.io/apimachinery/pkg/types" | ||
| "sigs.k8s.io/controller-runtime/pkg/client" | ||
| "sigs.k8s.io/controller-runtime/pkg/log" | ||
| schedulingv1alpha1 "sigs.k8s.io/scheduler-plugins/apis/scheduling/v1alpha1" | ||
|
|
||
| "github.com/kubeflow/spark-operator/api/v1beta2" | ||
| "github.com/kubeflow/spark-operator/internal/scheduler" | ||
| "github.com/kubeflow/spark-operator/pkg/util" | ||
| ) | ||
|
|
||
| const ( | ||
| Name = "kube-scheduler" | ||
| ) | ||
|
|
||
| var ( | ||
| logger = log.Log.WithName("") | ||
| ) | ||
|
|
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| // Scheduler is a scheduler that uses scheduler plugins to schedule Spark pods. | ||
| // Ref: https://github.com/kubernetes-sigs/scheduler-plugins. | ||
| type Scheduler struct { | ||
| name string | ||
| client client.Client | ||
| } | ||
|
|
||
| // Scheduler implements scheduler.Interface. | ||
| var _ scheduler.Interface = &Scheduler{} | ||
|
|
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| // Config defines the configurations of kube-scheduler. | ||
| type Config struct { | ||
| SchedulerName string | ||
| Client client.Client | ||
| } | ||
|
|
||
| // Config implements scheduler.Config. | ||
| var _ scheduler.Config = &Config{} | ||
|
|
||
| // Factory creates a new Scheduler instance. | ||
| func Factory(config scheduler.Config) (scheduler.Interface, error) { | ||
| c, ok := config.(*Config) | ||
| if !ok { | ||
| return nil, fmt.Errorf("failed to get kube-scheduler config") | ||
| } | ||
|
|
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| scheduler := &Scheduler{ | ||
| name: c.SchedulerName, | ||
| client: c.Client, | ||
| } | ||
| return scheduler, nil | ||
| } | ||
|
|
||
| // Name implements scheduler.Interface. | ||
| func (s *Scheduler) Name() string { | ||
| return s.name | ||
| } | ||
|
|
||
| // ShouldSchedule implements scheduler.Interface. | ||
| func (s *Scheduler) ShouldSchedule(app *v1beta2.SparkApplication) bool { | ||
| // There is no additional requirements for scheduling. | ||
| return true | ||
| } | ||
|
|
||
| // Schedule implements scheduler.Interface. | ||
| func (s *Scheduler) Schedule(app *v1beta2.SparkApplication) error { | ||
| minResources := util.SumResourceList([]corev1.ResourceList{util.GetDriverRequestResource(app), util.GetExecutorRequestResource(app)}) | ||
| podGroup := &schedulingv1alpha1.PodGroup{ | ||
| ObjectMeta: metav1.ObjectMeta{ | ||
| Name: getPodGroupName(app), | ||
| Namespace: app.Namespace, | ||
| OwnerReferences: []metav1.OwnerReference{ | ||
| *metav1.NewControllerRef(app, v1beta2.SchemeGroupVersion.WithKind("SparkApplication")), | ||
| }, | ||
| }, | ||
| Spec: schedulingv1alpha1.PodGroupSpec{ | ||
| MinMember: 1, | ||
| MinResources: minResources, | ||
| }, | ||
| } | ||
|
|
||
| if err := s.syncPodGroup(podGroup); err != nil { | ||
| return fmt.Errorf("failed to sync pod group: %v", err) | ||
| } | ||
|
|
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| // Add a label `scheduling.x-k8s.io/pod-group` to mark the pod belongs to a group | ||
| if app.ObjectMeta.Labels == nil { | ||
| app.ObjectMeta.Labels = make(map[string]string) | ||
| } | ||
| app.ObjectMeta.Labels[schedulingv1alpha1.PodGroupLabel] = podGroup.Name | ||
|
|
||
| return nil | ||
| } | ||
|
|
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| // Cleanup implements scheduler.Interface. | ||
| func (s *Scheduler) Cleanup(app *v1beta2.SparkApplication) error { | ||
| podGroup := &schedulingv1alpha1.PodGroup{ | ||
| ObjectMeta: metav1.ObjectMeta{ | ||
| Name: getPodGroupName(app), | ||
| Namespace: app.Namespace, | ||
| }, | ||
| } | ||
| if err := s.client.Delete(context.TODO(), podGroup); err != nil { | ||
| if errors.IsNotFound(err) { | ||
| return nil | ||
| } | ||
| return err | ||
| } | ||
| logger.Info("Deleted PodGroup", "Name", podGroup.Name, "Namespace", podGroup.Namespace) | ||
| return nil | ||
| } | ||
|
|
||
| func (s *Scheduler) syncPodGroup(podGroup *schedulingv1alpha1.PodGroup) error { | ||
| key := types.NamespacedName{ | ||
| Namespace: podGroup.Namespace, | ||
| Name: podGroup.Name, | ||
| } | ||
|
|
||
| if err := s.client.Get(context.TODO(), key, &schedulingv1alpha1.PodGroup{}); err != nil { | ||
| if !errors.IsNotFound(err) { | ||
| return err | ||
| } | ||
|
|
||
| if err := s.client.Create(context.TODO(), podGroup); err != nil { | ||
| return err | ||
| } | ||
| logger.Info("Created PodGroup", "Name", podGroup.Name, "Namespace", podGroup.Namespace) | ||
| return nil | ||
| } | ||
|
|
||
| if err := s.client.Update(context.TODO(), podGroup); err != nil { | ||
| return err | ||
| } | ||
| logger.Info("Updated PodGroup", "Name", podGroup.Name, "Namespace", podGroup.Namespace) | ||
| return nil | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| /* | ||
| Copyright 2024 The Kubeflow authors. | ||
| Licensed under the Apache License, Version 2.0 (the "License"); | ||
| you may not use this file except in compliance with the License. | ||
| You may obtain a copy of the License at | ||
| https://www.apache.org/licenses/LICENSE-2.0 | ||
| Unless required by applicable law or agreed to in writing, software | ||
| distributed under the License is distributed on an "AS IS" BASIS, | ||
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| See the License for the specific language governing permissions and | ||
| limitations under the License. | ||
| */ | ||
|
|
||
| package kubescheduler | ||
|
|
||
| import ( | ||
| "fmt" | ||
|
|
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| "github.com/kubeflow/spark-operator/api/v1beta2" | ||
| ) | ||
|
|
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| func getPodGroupName(app *v1beta2.SparkApplication) string { | ||
| return fmt.Sprintf("%s-pg", app.Name) | ||
| } |