mirror of
https://github.com/k3s-io/kubernetes.git
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Add a generic scheduler.
This commit is contained in:
parent
25b4939ffa
commit
9ed8486fd7
104
pkg/scheduler/generic_scheduler.go
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104
pkg/scheduler/generic_scheduler.go
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@ -0,0 +1,104 @@
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/*
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Copyright 2014 Google Inc. All rights reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package scheduler
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import (
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"fmt"
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"math/rand"
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"sort"
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"sync"
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"github.com/GoogleCloudPlatform/kubernetes/pkg/api"
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)
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type genericScheduler struct {
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predicates []FitPredicate
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prioritizer PriorityFunction
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pods PodLister
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random *rand.Rand
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randomLock sync.Mutex
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}
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type listMinionLister struct {
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nodes []string
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}
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func (l *listMinionLister) List() ([]string, error) {
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return l.nodes, nil
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}
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func (g *genericScheduler) Schedule(pod api.Pod, minionLister MinionLister) (string, error) {
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minions, err := minionLister.List()
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if err != nil {
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return "", err
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}
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filtered := []string{}
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machineToPods, err := MapPodsToMachines(g.pods)
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if err != nil {
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return "", err
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}
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for _, minion := range minions {
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fits := true
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for _, predicate := range g.predicates {
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fit, err := predicate(pod, machineToPods[minion], minion)
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if err != nil {
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return "", err
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}
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if !fit {
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fits = false
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break
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}
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}
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if fits {
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filtered = append(filtered, minion)
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}
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}
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priorityList, err := g.prioritizer(pod, g.pods, &listMinionLister{filtered})
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if err != nil {
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return "", err
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}
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if len(priorityList) == 0 {
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return "", fmt.Errorf("failed to find a fit for pod: %v", pod)
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}
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sort.Sort(priorityList)
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hosts := getMinHosts(priorityList)
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g.randomLock.Lock()
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defer g.randomLock.Unlock()
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ix := g.random.Int() % len(hosts)
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return hosts[ix], nil
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}
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func getMinHosts(list HostPriorityList) []string {
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result := []string{}
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for _, hostEntry := range list {
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if hostEntry.score == list[0].score {
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result = append(result, hostEntry.host)
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}
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}
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return result
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}
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func NewGenericScheduler(predicates []FitPredicate, prioritizer PriorityFunction, pods PodLister, random *rand.Rand) Scheduler {
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return &genericScheduler{
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predicates: predicates,
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prioritizer: prioritizer,
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pods: pods,
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random: random,
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}
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}
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162
pkg/scheduler/generic_scheduler_test.go
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162
pkg/scheduler/generic_scheduler_test.go
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@ -0,0 +1,162 @@
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/*
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Copyright 2014 Google Inc. All rights reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package scheduler
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import (
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"fmt"
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"math/rand"
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"strconv"
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"testing"
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"github.com/GoogleCloudPlatform/kubernetes/pkg/api"
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)
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func falsePredicate(pod api.Pod, existingPods []api.Pod, node string) (bool, error) {
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return false, nil
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}
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func truePredicate(pod api.Pod, existingPods []api.Pod, node string) (bool, error) {
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return true, nil
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}
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func matchesPredicate(pod api.Pod, existingPods []api.Pod, node string) (bool, error) {
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return pod.ID == node, nil
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}
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func evenPriority(pod api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error) {
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nodes, err := minionLister.List()
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result := []HostPriority{}
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if err != nil {
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fmt.Errorf("failed to list nodes: %v", err)
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return []HostPriority{}, err
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}
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for _, minion := range nodes {
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result = append(result, HostPriority{
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host: minion,
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score: 1,
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})
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}
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return result, nil
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}
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func numericPriority(pod api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error) {
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nodes, err := minionLister.List()
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result := []HostPriority{}
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if err != nil {
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fmt.Errorf("failed to list nodes: %v", err)
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return nil, err
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}
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for _, minion := range nodes {
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score, err := strconv.Atoi(minion)
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if err != nil {
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return nil, err
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}
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result = append(result, HostPriority{
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host: minion,
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score: score,
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})
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}
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return result, nil
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}
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func TestGenericScheduler(t *testing.T) {
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tests := []struct {
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predicates []FitPredicate
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prioritizer PriorityFunction
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nodes []string
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existingPods []api.Pod
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pod api.Pod
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expectedHost string
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expectsErr bool
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}{
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{
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[]FitPredicate{falsePredicate},
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evenPriority,
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[]string{"machine1", "machine2"},
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[]api.Pod{},
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api.Pod{},
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"",
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true,
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},
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{
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[]FitPredicate{truePredicate},
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evenPriority,
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[]string{"machine1", "machine2"},
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[]api.Pod{},
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api.Pod{},
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// Random choice between both, the rand seeded above with zero, chooses "machine2"
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"machine2",
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false,
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},
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{
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[]FitPredicate{matchesPredicate},
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evenPriority,
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[]string{"machine1", "machine2"},
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[]api.Pod{},
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api.Pod{JSONBase: api.JSONBase{ID: "machine2"}},
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"machine2",
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false,
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},
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{
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[]FitPredicate{truePredicate},
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numericPriority,
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[]string{"3", "2", "1"},
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[]api.Pod{},
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api.Pod{},
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"1",
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false,
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},
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{
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[]FitPredicate{matchesPredicate},
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numericPriority,
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[]string{"3", "2", "1"},
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[]api.Pod{},
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api.Pod{JSONBase: api.JSONBase{ID: "2"}},
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"2",
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false,
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},
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{
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[]FitPredicate{truePredicate, falsePredicate},
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numericPriority,
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[]string{"3", "2", "1"},
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[]api.Pod{},
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api.Pod{},
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"",
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true,
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},
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}
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for _, test := range tests {
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random := rand.New(rand.NewSource(0))
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scheduler := NewGenericScheduler(test.predicates, test.prioritizer, FakePodLister(test.existingPods), random)
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machine, err := scheduler.Schedule(test.pod, &listMinionLister{nodes: test.nodes})
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if test.expectsErr {
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if err == nil {
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t.Error("Unexpected non-error")
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}
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} else {
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if err != nil {
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t.Errorf("Unexpected error: %v", err)
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}
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if test.expectedHost != machine {
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t.Errorf("Expected: %s, Saw: %s", test.expectedHost, machine)
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}
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}
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}
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}
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@ -78,22 +78,30 @@ func containsPort(pod api.Pod, port api.Port) bool {
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return false
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}
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func MapPodsToMachines(lister PodLister) (map[string][]api.Pod, error) {
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machineToPods := map[string][]api.Pod{}
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// TODO: perform more targeted query...
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pods, err := lister.ListPods(labels.Everything())
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if err != nil {
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return map[string][]api.Pod{}, err
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}
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for _, scheduledPod := range pods {
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host := scheduledPod.CurrentState.Host
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machineToPods[host] = append(machineToPods[host], scheduledPod)
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}
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return machineToPods, nil
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}
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// Schedule schedules a pod on a random machine which matches its requirement.
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func (s *RandomFitScheduler) Schedule(pod api.Pod, minionLister MinionLister) (string, error) {
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machines, err := minionLister.List()
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if err != nil {
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return "", err
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}
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machineToPods := map[string][]api.Pod{}
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// TODO: perform more targeted query...
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pods, err := s.podLister.ListPods(labels.Everything())
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machineToPods, err := MapPodsToMachines(s.podLister)
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if err != nil {
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return "", err
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}
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for _, scheduledPod := range pods {
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host := scheduledPod.CurrentState.Host
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machineToPods[host] = append(machineToPods[host], scheduledPod)
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}
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var machineOptions []string
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for _, machine := range machines {
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podFits := true
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@ -17,27 +17,18 @@ limitations under the License.
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package scheduler
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import (
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"fmt"
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"math/rand"
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"sort"
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"sync"
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"github.com/GoogleCloudPlatform/kubernetes/pkg/api"
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"github.com/GoogleCloudPlatform/kubernetes/pkg/labels"
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)
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type SpreadingScheduler struct {
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pods PodLister
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random *rand.Rand
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randomLock sync.Mutex
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}
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// CalculateSpreadPriority spreads pods by minimizing the number of pods on the same machine with the same labels.
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// Importantly, if there are services in the system that span multiple heterogenous sets of pods, this spreading priority
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// may not provide optimal spreading for the members of that Service.
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// TODO: consider if we want to include Service label sets in the scheduling priority.
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func CalculateSpreadPriority(selector labels.Selector, podLister PodLister, minionLister MinionLister) (HostPriorityList, error) {
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pods, err := podLister.ListPods(selector)
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func CalculateSpreadPriority(pod api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error) {
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pods, err := podLister.ListPods(labels.SelectorFromSet(pod.Labels))
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if err != nil {
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return nil, err
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}
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@ -58,17 +49,6 @@ func CalculateSpreadPriority(selector labels.Selector, podLister PodLister, mini
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return result, nil
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}
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// Schedule schedules pods to maximize spreading of identical pods across multiple hosts.
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// Does not currently take hostPort scheduling into account.
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// TODO: combine priority based and fit based schedulers into a single scheduler.
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func (s *SpreadingScheduler) Schedule(pod api.Pod, minionLister MinionLister) (string, error) {
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priorities, err := CalculateSpreadPriority(labels.SelectorFromSet(pod.Labels), s.pods, minionLister)
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if err != nil {
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return "", err
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}
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sort.Sort(priorities)
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if len(priorities) == 0 {
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return "", fmt.Errorf("failed to find a fit: %v", pod)
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}
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return priorities[0].host, nil
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func NewSpreadingScheduler(podLister PodLister, minionLister MinionLister, predicates []FitPredicate, random *rand.Rand) Scheduler {
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return NewGenericScheduler(predicates, CalculateSpreadPriority, podLister, random)
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}
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69
pkg/scheduler/spreading_scheduler_test.go
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69
pkg/scheduler/spreading_scheduler_test.go
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@ -0,0 +1,69 @@
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/*
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Copyright 2014 Google Inc. All rights reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package scheduler
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import (
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"reflect"
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"testing"
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"github.com/GoogleCloudPlatform/kubernetes/pkg/api"
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)
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func TestSpreadPriority(t *testing.T) {
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labels1 := map[string]string{
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"foo": "bar",
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"baz": "blah",
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}
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labels2 := map[string]string{
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"bar": "foo",
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"baz": "blah",
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}
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machine1State := api.PodState{
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Host: "machine1",
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}
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machine2State := api.PodState{
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Host: "machine2",
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}
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tests := []struct {
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pod api.Pod
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pods []api.Pod
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nodes []string
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expectErr bool
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expectedList HostPriorityList
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test string
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}{
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{api.Pod{}, []api.Pod{}, []string{"machine1", "machine2"}, false, []HostPriority{{"machine1", 0}, {"machine2", 0}}, "nothing scheduled"},
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{api.Pod{Labels: labels1}, []api.Pod{{CurrentState: machine1State}}, []string{"machine1", "machine2"}, false, []HostPriority{{"machine1", 0}, {"machine2", 0}}, "no labels"},
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{api.Pod{Labels: labels1}, []api.Pod{{CurrentState: machine1State, Labels: labels2}}, []string{"machine1", "machine2"}, false, []HostPriority{{"machine1", 0}, {"machine2", 0}}, "different labels"},
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{api.Pod{Labels: labels1}, []api.Pod{{CurrentState: machine1State, Labels: labels2}, {CurrentState: machine2State, Labels: labels1}}, []string{"machine1", "machine2"}, false, []HostPriority{{"machine1", 0}, {"machine2", 1}}, "one label match"},
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{api.Pod{Labels: labels1}, []api.Pod{{CurrentState: machine1State, Labels: labels2}, {CurrentState: machine1State, Labels: labels1}, {CurrentState: machine2State, Labels: labels1}}, []string{"machine1", "machine2"}, false, []HostPriority{{"machine1", 1}, {"machine2", 1}}, "two label matches on different machines"},
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{api.Pod{Labels: labels1}, []api.Pod{{CurrentState: machine1State, Labels: labels2}, {CurrentState: machine1State, Labels: labels1}, {CurrentState: machine2State, Labels: labels1}, {CurrentState: machine2State, Labels: labels1}}, []string{"machine1", "machine2"}, false, []HostPriority{{"machine1", 1}, {"machine2", 2}}, "three label matches"},
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}
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for _, test := range tests {
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list, err := CalculateSpreadPriority(test.pod, FakePodLister(test.pods), &listMinionLister{test.nodes})
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if test.expectErr {
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if err == nil {
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t.Errorf("%s: unexpected non-error", test.test)
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}
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} else {
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if !reflect.DeepEqual(test.expectedList, list) {
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t.Errorf("%s: expected %#v, got %#v", test.test, test.expectedList, list)
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}
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}
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}
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}
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@ -16,6 +16,13 @@ limitations under the License.
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package scheduler
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import (
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"github.com/GoogleCloudPlatform/kubernetes/pkg/api"
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)
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// FitPredicate is a function that indicates if a pod fits into an existing node.
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type FitPredicate func(pod api.Pod, existingPods []api.Pod, node string) (bool, error)
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// HostPriority represents the priority of scheduling to a particular host, lower priority is better.
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type HostPriority struct {
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host string
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@ -38,3 +45,5 @@ func (h HostPriorityList) Less(i, j int) bool {
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func (h HostPriorityList) Swap(i, j int) {
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h[i], h[j] = h[j], h[i]
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}
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type PriorityFunction func(pod api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error)
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