Copyright(C) 2026. Huawei Technologies Co.,Ltd. All rights reserved.
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.
*/
package schedule
import (
"context"
"fmt"
"k8s.io/apimachinery/pkg/labels"
"k8s.io/apimachinery/pkg/types"
"sigs.k8s.io/controller-runtime/pkg/client"
"ascend-common/common-utils/hwlog"
"infer-operator/pkg/api/v1"
"infer-operator/pkg/common"
)
const (
AllReadyPriority = int32(common.MaxRoleTypeCount + 1)
)
func ShouldSchedule(ctx context.Context, k8sClient client.Client, instanceSet *v1.InstanceSet) (bool, error) {
schedulingStrategy := instanceSet.Labels[common.PrioritySchedulingStrategyLabelKey]
switch schedulingStrategy {
case common.SchedulingStrategyPriority:
return shouldScheduleWithPriority(ctx, k8sClient, instanceSet)
case common.SchedulingStrategyParallel:
return true, nil
default:
return false, fmt.Errorf("unknown scheduling strategy %s", schedulingStrategy)
}
}
func shouldScheduleWithPriority(ctx context.Context, k8sClient client.Client, instanceSet *v1.InstanceSet) (bool, error) {
inferService, err := getInferService(ctx, k8sClient, instanceSet)
if err != nil {
hwlog.RunLog.Errorf("failed to get InferService for InstanceSet %s/%s: %v",
instanceSet.Namespace, instanceSet.Name, err)
return false, err
}
currentRoleName := instanceSet.Labels[common.InstanceSetNameLabelKey]
currentRoleSpec, currentRoleFound := findRoleSpec(inferService, currentRoleName)
if !currentRoleFound {
hwlog.RunLog.Errorf("InstanceSet %s/%s role %s not found in InferService roles, maybe InferService is modified",
instanceSet.Namespace, instanceSet.Name, currentRoleName)
return false, fmt.Errorf("current role %s not found in InferService roles", currentRoleName)
}
if common.IsInstanceSetReady(instanceSet) {
return false, nil
}
siblingInstanceSets, err := listSiblingInstanceSets(ctx, k8sClient, instanceSet)
if err != nil {
return false, err
}
instanceSetMap := make(map[string]*v1.InstanceSet)
instanceSetMap[currentRoleName] = instanceSet
for _, instanceSet := range siblingInstanceSets {
roleName := instanceSet.Labels[common.InstanceSetNameLabelKey]
instanceSetMap[roleName] = instanceSet
}
schedulingPriority := findHighestPriorityOfNotReadyRole(inferService, instanceSetMap)
if schedulingPriority == AllReadyPriority {
return false, nil
}
currentPriority := getPriority(currentRoleSpec)
if currentPriority == schedulingPriority {
hwlog.RunLog.Infof("InstanceSet %s/%s is scheduled with priority scheduling, ",
instanceSet.Namespace, instanceSet.Name)
return true, nil
}
hwlog.RunLog.Infof("InstanceSet %s/%s is not scheduled due to priority scheduling policy, "+
"will requeue this request", instanceSet.Namespace, instanceSet.Name)
return false, common.NewRequeueError("wait for higher priority instanceSet to be ready")
}
func findRoleSpec(inferService *v1.InferService, roleName string) (*v1.InstanceSetSpec, bool) {
for i := range inferService.Spec.Roles {
if inferService.Spec.Roles[i].Name == roleName {
return &inferService.Spec.Roles[i], true
}
}
return nil, false
}
func findHighestPriorityOfNotReadyRole(inferService *v1.InferService, instanceSetMap map[string]*v1.InstanceSet) int32 {
highestPriority := AllReadyPriority
for i := range inferService.Spec.Roles {
role := &inferService.Spec.Roles[i]
instanceSet, exists := instanceSetMap[role.Name]
if !exists || !common.IsInstanceSetReady(instanceSet) {
priority := getPriority(role)
if priority < highestPriority {
highestPriority = priority
}
}
}
return highestPriority
}
func getPriority(role *v1.InstanceSetSpec) int32 {
if role.Priority == nil {
return common.DefaultPriority
}
return *role.Priority
}
func getInferService(ctx context.Context, k8sClient client.Client, instanceSet *v1.InstanceSet) (*v1.InferService, error) {
serviceName, ok := instanceSet.Labels[common.InferServiceNameLabelKey]
if !ok {
return nil, fmt.Errorf("InstanceSet %s/%s missing label %s",
instanceSet.Namespace, instanceSet.Name, common.InferServiceNameLabelKey)
}
inferService := &v1.InferService{}
if err := k8sClient.Get(ctx, types.NamespacedName{
Name: serviceName,
Namespace: instanceSet.Namespace,
}, inferService); err != nil {
return nil, err
}
return inferService, nil
}
func listSiblingInstanceSets(ctx context.Context, k8sClient client.Client, instanceSet *v1.InstanceSet) ([]*v1.InstanceSet, error) {
serviceName, ok := instanceSet.Labels[common.InferServiceNameLabelKey]
if !ok {
return nil, fmt.Errorf("InstanceSet %s/%s missing label %s",
instanceSet.Namespace, instanceSet.Name, common.InferServiceNameLabelKey)
}
instanceSetList := &v1.InstanceSetList{}
selector := labels.SelectorFromSet(labels.Set{
common.InferServiceNameLabelKey: serviceName,
})
if err := k8sClient.List(ctx, instanceSetList,
client.InNamespace(instanceSet.Namespace),
client.MatchingLabelsSelector{Selector: selector}); err != nil {
return nil, err
}
var siblingInstanceSets []*v1.InstanceSet
for i := range instanceSetList.Items {
siblingInstanceSet := &instanceSetList.Items[i]
if siblingInstanceSet.UID != instanceSet.UID {
siblingInstanceSets = append(siblingInstanceSets, siblingInstanceSet)
}
}
return siblingInstanceSets, nil
}