kubernetes/pkg/scheduler/algorithm/predicates/metadata_test.go
Wei Huang 8f559ea53b
Optimize internal data structure of EvenPodsSpread
- Rename 'topologyPairsPodSpreadMap' to 'podSpreadCache'
- New struct `criticalPaths criticalPaths`
- Add unified method `*criticalPaths.update()` for:
    - regular update
    - addPod in preemption case
    - remotePod in preemption case
2019-08-20 09:26:41 -07:00

1720 lines
62 KiB
Go

/*
Copyright 2017 The Kubernetes 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.
*/
package predicates
import (
"fmt"
"reflect"
"sort"
"testing"
"k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/labels"
schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"
st "k8s.io/kubernetes/pkg/scheduler/testing"
)
// sortablePods lets us to sort pods.
type sortablePods []*v1.Pod
func (s sortablePods) Less(i, j int) bool {
return s[i].Namespace < s[j].Namespace ||
(s[i].Namespace == s[j].Namespace && s[i].Name < s[j].Name)
}
func (s sortablePods) Len() int { return len(s) }
func (s sortablePods) Swap(i, j int) { s[i], s[j] = s[j], s[i] }
var _ = sort.Interface(&sortablePods{})
// sortableServices allows us to sort services.
type sortableServices []*v1.Service
func (s sortableServices) Less(i, j int) bool {
return s[i].Namespace < s[j].Namespace ||
(s[i].Namespace == s[j].Namespace && s[i].Name < s[j].Name)
}
func (s sortableServices) Len() int { return len(s) }
func (s sortableServices) Swap(i, j int) { s[i], s[j] = s[j], s[i] }
var _ = sort.Interface(&sortableServices{})
// predicateMetadataEquivalent returns true if the two metadata are equivalent.
// Note: this function does not compare podRequest.
func predicateMetadataEquivalent(meta1, meta2 *predicateMetadata) error {
if !reflect.DeepEqual(meta1.pod, meta2.pod) {
return fmt.Errorf("pods are not the same")
}
if meta1.podBestEffort != meta2.podBestEffort {
return fmt.Errorf("podBestEfforts are not equal")
}
if meta1.serviceAffinityInUse != meta1.serviceAffinityInUse {
return fmt.Errorf("serviceAffinityInUses are not equal")
}
if len(meta1.podPorts) != len(meta2.podPorts) {
return fmt.Errorf("podPorts are not equal")
}
for !reflect.DeepEqual(meta1.podPorts, meta2.podPorts) {
return fmt.Errorf("podPorts are not equal")
}
if !reflect.DeepEqual(meta1.topologyPairsPotentialAffinityPods, meta2.topologyPairsPotentialAffinityPods) {
return fmt.Errorf("topologyPairsPotentialAffinityPods are not equal")
}
if !reflect.DeepEqual(meta1.topologyPairsPotentialAntiAffinityPods, meta2.topologyPairsPotentialAntiAffinityPods) {
return fmt.Errorf("topologyPairsPotentialAntiAffinityPods are not equal")
}
if !reflect.DeepEqual(meta1.topologyPairsAntiAffinityPodsMap.podToTopologyPairs,
meta2.topologyPairsAntiAffinityPodsMap.podToTopologyPairs) {
return fmt.Errorf("topologyPairsAntiAffinityPodsMap.podToTopologyPairs are not equal")
}
if !reflect.DeepEqual(meta1.topologyPairsAntiAffinityPodsMap.topologyPairToPods,
meta2.topologyPairsAntiAffinityPodsMap.topologyPairToPods) {
return fmt.Errorf("topologyPairsAntiAffinityPodsMap.topologyPairToPods are not equal")
}
if meta1.serviceAffinityInUse {
sortablePods1 := sortablePods(meta1.serviceAffinityMatchingPodList)
sort.Sort(sortablePods1)
sortablePods2 := sortablePods(meta2.serviceAffinityMatchingPodList)
sort.Sort(sortablePods2)
if !reflect.DeepEqual(sortablePods1, sortablePods2) {
return fmt.Errorf("serviceAffinityMatchingPodLists are not euqal")
}
sortableServices1 := sortableServices(meta1.serviceAffinityMatchingPodServices)
sort.Sort(sortableServices1)
sortableServices2 := sortableServices(meta2.serviceAffinityMatchingPodServices)
sort.Sort(sortableServices2)
if !reflect.DeepEqual(sortableServices1, sortableServices2) {
return fmt.Errorf("serviceAffinityMatchingPodServices are not euqal")
}
}
return nil
}
func TestPredicateMetadata_AddRemovePod(t *testing.T) {
var label1 = map[string]string{
"region": "r1",
"zone": "z11",
}
var label2 = map[string]string{
"region": "r1",
"zone": "z12",
}
var label3 = map[string]string{
"region": "r2",
"zone": "z21",
}
selector1 := map[string]string{"foo": "bar"}
antiAffinityFooBar := &v1.PodAntiAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: []v1.PodAffinityTerm{
{
LabelSelector: &metav1.LabelSelector{
MatchExpressions: []metav1.LabelSelectorRequirement{
{
Key: "foo",
Operator: metav1.LabelSelectorOpIn,
Values: []string{"bar"},
},
},
},
TopologyKey: "region",
},
},
}
antiAffinityComplex := &v1.PodAntiAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: []v1.PodAffinityTerm{
{
LabelSelector: &metav1.LabelSelector{
MatchExpressions: []metav1.LabelSelectorRequirement{
{
Key: "foo",
Operator: metav1.LabelSelectorOpIn,
Values: []string{"bar", "buzz"},
},
},
},
TopologyKey: "region",
},
{
LabelSelector: &metav1.LabelSelector{
MatchExpressions: []metav1.LabelSelectorRequirement{
{
Key: "service",
Operator: metav1.LabelSelectorOpNotIn,
Values: []string{"bar", "security", "test"},
},
},
},
TopologyKey: "zone",
},
},
}
affinityComplex := &v1.PodAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: []v1.PodAffinityTerm{
{
LabelSelector: &metav1.LabelSelector{
MatchExpressions: []metav1.LabelSelectorRequirement{
{
Key: "foo",
Operator: metav1.LabelSelectorOpIn,
Values: []string{"bar", "buzz"},
},
},
},
TopologyKey: "region",
},
{
LabelSelector: &metav1.LabelSelector{
MatchExpressions: []metav1.LabelSelectorRequirement{
{
Key: "service",
Operator: metav1.LabelSelectorOpNotIn,
Values: []string{"bar", "security", "test"},
},
},
},
TopologyKey: "zone",
},
},
}
tests := []struct {
name string
pendingPod *v1.Pod
addedPod *v1.Pod
existingPods []*v1.Pod
nodes []*v1.Node
services []*v1.Service
}{
{
name: "no anti-affinity or service affinity exist",
pendingPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "pending", Labels: selector1},
},
existingPods: []*v1.Pod{
{ObjectMeta: metav1.ObjectMeta{Name: "p1", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeA"},
},
{ObjectMeta: metav1.ObjectMeta{Name: "p2"},
Spec: v1.PodSpec{NodeName: "nodeC"},
},
},
addedPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "addedPod", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeB"},
},
nodes: []*v1.Node{
{ObjectMeta: metav1.ObjectMeta{Name: "nodeA", Labels: label1}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeB", Labels: label2}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeC", Labels: label3}},
},
},
{
name: "metadata anti-affinity terms are updated correctly after adding and removing a pod",
pendingPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "pending", Labels: selector1},
},
existingPods: []*v1.Pod{
{ObjectMeta: metav1.ObjectMeta{Name: "p1", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeA"},
},
{ObjectMeta: metav1.ObjectMeta{Name: "p2"},
Spec: v1.PodSpec{
NodeName: "nodeC",
Affinity: &v1.Affinity{
PodAntiAffinity: antiAffinityFooBar,
},
},
},
},
addedPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "addedPod", Labels: selector1},
Spec: v1.PodSpec{
NodeName: "nodeB",
Affinity: &v1.Affinity{
PodAntiAffinity: antiAffinityFooBar,
},
},
},
nodes: []*v1.Node{
{ObjectMeta: metav1.ObjectMeta{Name: "nodeA", Labels: label1}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeB", Labels: label2}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeC", Labels: label3}},
},
},
{
name: "metadata service-affinity data are updated correctly after adding and removing a pod",
pendingPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "pending", Labels: selector1},
},
existingPods: []*v1.Pod{
{ObjectMeta: metav1.ObjectMeta{Name: "p1", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeA"},
},
{ObjectMeta: metav1.ObjectMeta{Name: "p2"},
Spec: v1.PodSpec{NodeName: "nodeC"},
},
},
addedPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "addedPod", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeB"},
},
services: []*v1.Service{{Spec: v1.ServiceSpec{Selector: selector1}}},
nodes: []*v1.Node{
{ObjectMeta: metav1.ObjectMeta{Name: "nodeA", Labels: label1}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeB", Labels: label2}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeC", Labels: label3}},
},
},
{
name: "metadata anti-affinity terms and service affinity data are updated correctly after adding and removing a pod",
pendingPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "pending", Labels: selector1},
},
existingPods: []*v1.Pod{
{ObjectMeta: metav1.ObjectMeta{Name: "p1", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeA"},
},
{ObjectMeta: metav1.ObjectMeta{Name: "p2"},
Spec: v1.PodSpec{
NodeName: "nodeC",
Affinity: &v1.Affinity{
PodAntiAffinity: antiAffinityFooBar,
},
},
},
},
addedPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "addedPod", Labels: selector1},
Spec: v1.PodSpec{
NodeName: "nodeA",
Affinity: &v1.Affinity{
PodAntiAffinity: antiAffinityComplex,
},
},
},
services: []*v1.Service{{Spec: v1.ServiceSpec{Selector: selector1}}},
nodes: []*v1.Node{
{ObjectMeta: metav1.ObjectMeta{Name: "nodeA", Labels: label1}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeB", Labels: label2}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeC", Labels: label3}},
},
},
{
name: "metadata matching pod affinity and anti-affinity are updated correctly after adding and removing a pod",
pendingPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "pending", Labels: selector1},
},
existingPods: []*v1.Pod{
{ObjectMeta: metav1.ObjectMeta{Name: "p1", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeA"},
},
{ObjectMeta: metav1.ObjectMeta{Name: "p2"},
Spec: v1.PodSpec{
NodeName: "nodeC",
Affinity: &v1.Affinity{
PodAntiAffinity: antiAffinityFooBar,
PodAffinity: affinityComplex,
},
},
},
},
addedPod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "addedPod", Labels: selector1},
Spec: v1.PodSpec{
NodeName: "nodeA",
Affinity: &v1.Affinity{
PodAntiAffinity: antiAffinityComplex,
},
},
},
services: []*v1.Service{{Spec: v1.ServiceSpec{Selector: selector1}}},
nodes: []*v1.Node{
{ObjectMeta: metav1.ObjectMeta{Name: "nodeA", Labels: label1}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeB", Labels: label2}},
{ObjectMeta: metav1.ObjectMeta{Name: "nodeC", Labels: label3}},
},
},
}
for _, test := range tests {
t.Run(test.name, func(t *testing.T) {
allPodLister := st.FakePodLister(append(test.existingPods, test.addedPod))
// getMeta creates predicate meta data given the list of pods.
getMeta := func(lister st.FakePodLister) (*predicateMetadata, map[string]*schedulernodeinfo.NodeInfo) {
nodeInfoMap := schedulernodeinfo.CreateNodeNameToInfoMap(lister, test.nodes)
// nodeList is a list of non-pointer nodes to feed to FakeNodeListInfo.
nodeList := []v1.Node{}
for _, n := range test.nodes {
nodeList = append(nodeList, *n)
}
_, precompute := NewServiceAffinityPredicate(lister, st.FakeServiceLister(test.services), FakeNodeListInfo(nodeList), nil)
RegisterPredicateMetadataProducer("ServiceAffinityMetaProducer", precompute)
pmf := PredicateMetadataFactory{lister}
meta := pmf.GetMetadata(test.pendingPod, nodeInfoMap)
return meta.(*predicateMetadata), nodeInfoMap
}
// allPodsMeta is meta data produced when all pods, including test.addedPod
// are given to the metadata producer.
allPodsMeta, _ := getMeta(allPodLister)
// existingPodsMeta1 is meta data produced for test.existingPods (without test.addedPod).
existingPodsMeta1, nodeInfoMap := getMeta(st.FakePodLister(test.existingPods))
// Add test.addedPod to existingPodsMeta1 and make sure meta is equal to allPodsMeta
nodeInfo := nodeInfoMap[test.addedPod.Spec.NodeName]
if err := existingPodsMeta1.AddPod(test.addedPod, nodeInfo); err != nil {
t.Errorf("error adding pod to meta: %v", err)
}
if err := predicateMetadataEquivalent(allPodsMeta, existingPodsMeta1); err != nil {
t.Errorf("meta data are not equivalent: %v", err)
}
// Remove the added pod and from existingPodsMeta1 an make sure it is equal
// to meta generated for existing pods.
existingPodsMeta2, _ := getMeta(st.FakePodLister(test.existingPods))
if err := existingPodsMeta1.RemovePod(test.addedPod, nil); err != nil {
t.Errorf("error removing pod from meta: %v", err)
}
if err := predicateMetadataEquivalent(existingPodsMeta1, existingPodsMeta2); err != nil {
t.Errorf("meta data are not equivalent: %v", err)
}
})
}
}
// TestPredicateMetadata_ShallowCopy tests the ShallowCopy function. It is based
// on the idea that shallow-copy should produce an object that is deep-equal to the original
// object.
func TestPredicateMetadata_ShallowCopy(t *testing.T) {
selector1 := map[string]string{"foo": "bar"}
source := predicateMetadata{
pod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "test",
Namespace: "testns",
},
},
podBestEffort: true,
podRequest: &schedulernodeinfo.Resource{
MilliCPU: 1000,
Memory: 300,
AllowedPodNumber: 4,
},
podPorts: []*v1.ContainerPort{
{
Name: "name",
HostPort: 10,
ContainerPort: 20,
Protocol: "TCP",
HostIP: "1.2.3.4",
},
},
topologyPairsAntiAffinityPodsMap: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "name", value: "machine1"}: {
&v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "p2", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeC"},
}: struct{}{},
},
{key: "name", value: "machine2"}: {
&v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "p1", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeA"},
}: struct{}{},
},
},
podToTopologyPairs: map[string]topologyPairSet{
"p2_": {
topologyPair{key: "name", value: "machine1"}: struct{}{},
},
"p1_": {
topologyPair{key: "name", value: "machine2"}: struct{}{},
},
},
},
topologyPairsPotentialAffinityPods: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "name", value: "nodeA"}: {
&v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "p1", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeA"},
}: struct{}{},
},
{key: "name", value: "nodeC"}: {
&v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "p2"},
Spec: v1.PodSpec{
NodeName: "nodeC",
},
}: struct{}{},
&v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "p6", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeC"},
}: struct{}{},
},
},
podToTopologyPairs: map[string]topologyPairSet{
"p1_": {
topologyPair{key: "name", value: "nodeA"}: struct{}{},
},
"p2_": {
topologyPair{key: "name", value: "nodeC"}: struct{}{},
},
"p6_": {
topologyPair{key: "name", value: "nodeC"}: struct{}{},
},
},
},
topologyPairsPotentialAntiAffinityPods: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "name", value: "nodeN"}: {
&v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "p1", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeN"},
}: struct{}{},
&v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "p2"},
Spec: v1.PodSpec{
NodeName: "nodeM",
},
}: struct{}{},
&v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "p3"},
Spec: v1.PodSpec{
NodeName: "nodeM",
},
}: struct{}{},
},
{key: "name", value: "nodeM"}: {
&v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "p6", Labels: selector1},
Spec: v1.PodSpec{NodeName: "nodeM"},
}: struct{}{},
},
},
podToTopologyPairs: map[string]topologyPairSet{
"p1_": {
topologyPair{key: "name", value: "nodeN"}: struct{}{},
},
"p2_": {
topologyPair{key: "name", value: "nodeN"}: struct{}{},
},
"p3_": {
topologyPair{key: "name", value: "nodeN"}: struct{}{},
},
"p6_": {
topologyPair{key: "name", value: "nodeM"}: struct{}{},
},
},
},
podSpreadCache: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"name": {{"nodeA", 1}, {"nodeC", 2}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "name", value: "nodeA"}: 1,
{key: "name", value: "nodeC"}: 2,
},
},
serviceAffinityInUse: true,
serviceAffinityMatchingPodList: []*v1.Pod{
{ObjectMeta: metav1.ObjectMeta{Name: "pod1"}},
{ObjectMeta: metav1.ObjectMeta{Name: "pod2"}},
},
serviceAffinityMatchingPodServices: []*v1.Service{
{ObjectMeta: metav1.ObjectMeta{Name: "service1"}},
},
}
if !reflect.DeepEqual(source.ShallowCopy().(*predicateMetadata), &source) {
t.Errorf("Copy is not equal to source!")
}
}
// TestGetTPMapMatchingIncomingAffinityAntiAffinity tests against method getTPMapMatchingIncomingAffinityAntiAffinity
// on Anti Affinity cases
func TestGetTPMapMatchingIncomingAffinityAntiAffinity(t *testing.T) {
newPodAffinityTerms := func(keys ...string) []v1.PodAffinityTerm {
var terms []v1.PodAffinityTerm
for _, key := range keys {
terms = append(terms, v1.PodAffinityTerm{
LabelSelector: &metav1.LabelSelector{
MatchExpressions: []metav1.LabelSelectorRequirement{
{
Key: key,
Operator: metav1.LabelSelectorOpExists,
},
},
},
TopologyKey: "hostname",
})
}
return terms
}
newPod := func(labels ...string) *v1.Pod {
labelMap := make(map[string]string)
for _, l := range labels {
labelMap[l] = ""
}
return &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "normal", Labels: labelMap},
Spec: v1.PodSpec{NodeName: "nodeA"},
}
}
normalPodA := newPod("aaa")
normalPodB := newPod("bbb")
normalPodAB := newPod("aaa", "bbb")
nodeA := &v1.Node{ObjectMeta: metav1.ObjectMeta{Name: "nodeA", Labels: map[string]string{"hostname": "nodeA"}}}
tests := []struct {
name string
existingPods []*v1.Pod
nodes []*v1.Node
pod *v1.Pod
wantAffinityPodsMaps *topologyPairsMaps
wantAntiAffinityPodsMaps *topologyPairsMaps
wantErr bool
}{
{
name: "nil test",
nodes: []*v1.Node{nodeA},
pod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "aaa-normal"},
},
wantAffinityPodsMaps: newTopologyPairsMaps(),
wantAntiAffinityPodsMaps: newTopologyPairsMaps(),
},
{
name: "incoming pod without affinity/anti-affinity causes a no-op",
existingPods: []*v1.Pod{normalPodA},
nodes: []*v1.Node{nodeA},
pod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "aaa-normal"},
},
wantAffinityPodsMaps: newTopologyPairsMaps(),
wantAntiAffinityPodsMaps: newTopologyPairsMaps(),
},
{
name: "no pod has label that violates incoming pod's affinity and anti-affinity",
existingPods: []*v1.Pod{normalPodB},
nodes: []*v1.Node{nodeA},
pod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "aaa-anti"},
Spec: v1.PodSpec{
Affinity: &v1.Affinity{
PodAffinity: &v1.PodAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa"),
},
PodAntiAffinity: &v1.PodAntiAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa"),
},
},
},
},
wantAffinityPodsMaps: newTopologyPairsMaps(),
wantAntiAffinityPodsMaps: newTopologyPairsMaps(),
},
{
name: "existing pod matches incoming pod's affinity and anti-affinity - single term case",
existingPods: []*v1.Pod{normalPodA},
nodes: []*v1.Node{nodeA},
pod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "affi-antiaffi"},
Spec: v1.PodSpec{
Affinity: &v1.Affinity{
PodAffinity: &v1.PodAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa"),
},
PodAntiAffinity: &v1.PodAntiAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa"),
},
},
},
},
wantAffinityPodsMaps: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "hostname", value: "nodeA"}: {normalPodA: struct{}{}},
},
podToTopologyPairs: map[string]topologyPairSet{
"normal_": {
topologyPair{key: "hostname", value: "nodeA"}: struct{}{},
},
},
},
wantAntiAffinityPodsMaps: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "hostname", value: "nodeA"}: {normalPodA: struct{}{}},
},
podToTopologyPairs: map[string]topologyPairSet{
"normal_": {
topologyPair{key: "hostname", value: "nodeA"}: struct{}{},
},
},
},
},
{
name: "existing pod matches incoming pod's affinity and anti-affinity - mutiple terms case",
existingPods: []*v1.Pod{normalPodAB},
nodes: []*v1.Node{nodeA},
pod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "affi-antiaffi"},
Spec: v1.PodSpec{
Affinity: &v1.Affinity{
PodAffinity: &v1.PodAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa", "bbb"),
},
PodAntiAffinity: &v1.PodAntiAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa"),
},
},
},
},
wantAffinityPodsMaps: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "hostname", value: "nodeA"}: {normalPodAB: struct{}{}},
},
podToTopologyPairs: map[string]topologyPairSet{
"normal_": {
topologyPair{key: "hostname", value: "nodeA"}: struct{}{},
},
},
},
wantAntiAffinityPodsMaps: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "hostname", value: "nodeA"}: {normalPodAB: struct{}{}},
},
podToTopologyPairs: map[string]topologyPairSet{
"normal_": {
topologyPair{key: "hostname", value: "nodeA"}: struct{}{},
},
},
},
},
{
name: "existing pod not match incoming pod's affinity but matches anti-affinity",
existingPods: []*v1.Pod{normalPodA},
nodes: []*v1.Node{nodeA},
pod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "affi-antiaffi"},
Spec: v1.PodSpec{
Affinity: &v1.Affinity{
PodAffinity: &v1.PodAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa", "bbb"),
},
PodAntiAffinity: &v1.PodAntiAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa", "bbb"),
},
},
},
},
wantAffinityPodsMaps: newTopologyPairsMaps(),
wantAntiAffinityPodsMaps: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "hostname", value: "nodeA"}: {normalPodA: struct{}{}},
},
podToTopologyPairs: map[string]topologyPairSet{
"normal_": {
topologyPair{key: "hostname", value: "nodeA"}: struct{}{},
},
},
},
},
{
name: "incoming pod's anti-affinity has more than one term - existing pod violates partial term - case 1",
existingPods: []*v1.Pod{normalPodAB},
nodes: []*v1.Node{nodeA},
pod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "anaffi-antiaffiti"},
Spec: v1.PodSpec{
Affinity: &v1.Affinity{
PodAffinity: &v1.PodAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa", "ccc"),
},
PodAntiAffinity: &v1.PodAntiAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa", "ccc"),
},
},
},
},
wantAffinityPodsMaps: newTopologyPairsMaps(),
wantAntiAffinityPodsMaps: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "hostname", value: "nodeA"}: {normalPodAB: struct{}{}},
},
podToTopologyPairs: map[string]topologyPairSet{
"normal_": {
topologyPair{key: "hostname", value: "nodeA"}: struct{}{},
},
},
},
},
{
name: "incoming pod's anti-affinity has more than one term - existing pod violates partial term - case 2",
existingPods: []*v1.Pod{normalPodB},
nodes: []*v1.Node{nodeA},
pod: &v1.Pod{
ObjectMeta: metav1.ObjectMeta{Name: "affi-antiaffi"},
Spec: v1.PodSpec{
Affinity: &v1.Affinity{
PodAffinity: &v1.PodAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa", "bbb"),
},
PodAntiAffinity: &v1.PodAntiAffinity{
RequiredDuringSchedulingIgnoredDuringExecution: newPodAffinityTerms("aaa", "bbb"),
},
},
},
},
wantAffinityPodsMaps: newTopologyPairsMaps(),
wantAntiAffinityPodsMaps: &topologyPairsMaps{
topologyPairToPods: map[topologyPair]podSet{
{key: "hostname", value: "nodeA"}: {normalPodB: struct{}{}},
},
podToTopologyPairs: map[string]topologyPairSet{
"normal_": {
topologyPair{key: "hostname", value: "nodeA"}: struct{}{},
},
},
},
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
nodeInfoMap := schedulernodeinfo.CreateNodeNameToInfoMap(tt.existingPods, tt.nodes)
gotAffinityPodsMaps, gotAntiAffinityPodsMaps, err := getTPMapMatchingIncomingAffinityAntiAffinity(tt.pod, nodeInfoMap)
if (err != nil) != tt.wantErr {
t.Errorf("getTPMapMatchingIncomingAffinityAntiAffinity() error = %v, wantErr %v", err, tt.wantErr)
return
}
if !reflect.DeepEqual(gotAffinityPodsMaps, tt.wantAffinityPodsMaps) {
t.Errorf("getTPMapMatchingIncomingAffinityAntiAffinity() gotAffinityPodsMaps = %#v, want %#v", gotAffinityPodsMaps, tt.wantAffinityPodsMaps)
}
if !reflect.DeepEqual(gotAntiAffinityPodsMaps, tt.wantAntiAffinityPodsMaps) {
t.Errorf("getTPMapMatchingIncomingAffinityAntiAffinity() gotAntiAffinityPodsMaps = %#v, want %#v", gotAntiAffinityPodsMaps, tt.wantAntiAffinityPodsMaps)
}
})
}
}
func TestPodMatchesSpreadConstraint(t *testing.T) {
tests := []struct {
name string
podLabels map[string]string
constraint v1.TopologySpreadConstraint
want bool
wantErr bool
}{
{
name: "normal match",
podLabels: map[string]string{"foo": "", "bar": ""},
constraint: v1.TopologySpreadConstraint{
LabelSelector: &metav1.LabelSelector{
MatchExpressions: []metav1.LabelSelectorRequirement{
{
Key: "foo",
Operator: metav1.LabelSelectorOpExists,
},
},
},
},
want: true,
},
{
name: "normal mismatch",
podLabels: map[string]string{"foo": "", "baz": ""},
constraint: v1.TopologySpreadConstraint{
LabelSelector: &metav1.LabelSelector{
MatchExpressions: []metav1.LabelSelectorRequirement{
{
Key: "foo",
Operator: metav1.LabelSelectorOpExists,
},
{
Key: "bar",
Operator: metav1.LabelSelectorOpExists,
},
},
},
},
want: false,
},
{
name: "podLabels is nil",
constraint: v1.TopologySpreadConstraint{
LabelSelector: &metav1.LabelSelector{
MatchExpressions: []metav1.LabelSelectorRequirement{
{
Key: "foo",
Operator: metav1.LabelSelectorOpExists,
},
},
},
},
want: false,
},
{
name: "constraint.LabelSelector is nil",
podLabels: map[string]string{
"foo": "",
"bar": "",
},
constraint: v1.TopologySpreadConstraint{
MaxSkew: 1,
},
want: false,
},
{
name: "both podLabels and constraint.LabelSelector are nil",
constraint: v1.TopologySpreadConstraint{
MaxSkew: 1,
},
want: false,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
podLabelSet := labels.Set(tt.podLabels)
got, err := PodMatchesSpreadConstraint(podLabelSet, tt.constraint)
if (err != nil) != tt.wantErr {
t.Errorf("PodMatchesSpreadConstraint() error = %v, wantErr %v", err, tt.wantErr)
}
if got != tt.want {
t.Errorf("PodMatchesSpreadConstraint() = %v, want %v", got, tt.want)
}
})
}
}
func TestGetTPMapMatchingSpreadConstraints(t *testing.T) {
tests := []struct {
name string
pod *v1.Pod
nodes []*v1.Node
existingPods []*v1.Pod
want *podSpreadCache
}{
{
name: "clean cluster with one spreadConstraint",
pod: st.MakePod().Name("p").Label("foo", "").SpreadConstraint(
1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj(),
).Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 0}, {"zone2", 0}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 0,
{key: "zone", value: "zone2"}: 0,
},
},
},
{
name: "normal case with one spreadConstraint",
pod: st.MakePod().Name("p").Label("foo", "").SpreadConstraint(
1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj(),
).Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-a2").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y2").Node("node-y").Label("foo", "").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone2", 2}, {"zone1", 3}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 3,
{key: "zone", value: "zone2"}: 2,
},
},
},
{
name: "normal case with one spreadConstraint, on a 3-zone cluster",
pod: st.MakePod().Name("p").Label("foo", "").SpreadConstraint(
1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj(),
).Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
st.MakeNode().Name("node-o").Label("zone", "zone3").Label("node", "node-o").Obj(),
st.MakeNode().Name("node-p").Label("zone", "zone3").Label("node", "node-p").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-a2").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y2").Node("node-y").Label("foo", "").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone3", 0}, {"zone2", 2}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 3,
{key: "zone", value: "zone2"}: 2,
{key: "zone", value: "zone3"}: 0,
},
},
},
{
name: "namespace mismatch doesn't count",
pod: st.MakePod().Name("p").Label("foo", "").SpreadConstraint(
1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj(),
).Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-a2").Namespace("ns1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Namespace("ns2").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y2").Node("node-y").Label("foo", "").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone2", 1}, {"zone1", 2}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 2,
{key: "zone", value: "zone2"}: 1,
},
},
},
{
name: "normal case with two spreadConstraints",
pod: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-a2").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y2").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y3").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y4").Node("node-y").Label("foo", "").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 3}, {"zone2", 4}},
"node": {{"node-x", 0}, {"node-b", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 3,
{key: "zone", value: "zone2"}: 4,
{key: "node", value: "node-a"}: 2,
{key: "node", value: "node-b"}: 1,
{key: "node", value: "node-x"}: 0,
{key: "node", value: "node-y"}: 4,
},
},
},
{
name: "soft spreadConstraints should be bypassed",
pod: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", softSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "zone", softSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-a2").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y2").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y3").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y4").Node("node-y").Label("foo", "").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 3}, {"zone2", 4}},
"node": {{"node-b", 1}, {"node-a", 2}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 3,
{key: "zone", value: "zone2"}: 4,
{key: "node", value: "node-a"}: 2,
{key: "node", value: "node-b"}: 1,
{key: "node", value: "node-y"}: 4,
},
},
},
{
name: "different labelSelectors - simple version",
pod: st.MakePod().Name("p").Label("foo", "").Label("bar", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("bar").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b").Node("node-b").Label("bar", "").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone2", 0}, {"zone1", 1}},
"node": {{"node-a", 0}, {"node-y", 0}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 1,
{key: "zone", value: "zone2"}: 0,
{key: "node", value: "node-a"}: 0,
{key: "node", value: "node-b"}: 1,
{key: "node", value: "node-y"}: 0,
},
},
},
{
name: "different labelSelectors - complex version",
pod: st.MakePod().Name("p").Label("foo", "").Label("bar", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("bar").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-a2").Node("node-a").Label("foo", "").Label("bar", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y2").Node("node-y").Label("foo", "").Label("bar", "").Obj(),
st.MakePod().Name("p-y3").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y4").Node("node-y").Label("foo", "").Label("bar", "").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 3}, {"zone2", 4}},
"node": {{"node-b", 0}, {"node-a", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 3,
{key: "zone", value: "zone2"}: 4,
{key: "node", value: "node-a"}: 1,
{key: "node", value: "node-b"}: 0,
{key: "node", value: "node-y"}: 2,
},
},
},
{
name: "two spreadConstraints, and with podAffinity",
pod: st.MakePod().Name("p").Label("foo", "").
NodeAffinityNotIn("node", []string{"node-x"}). // exclude node-x
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-a2").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y2").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y3").Node("node-y").Label("foo", "").Obj(),
st.MakePod().Name("p-y4").Node("node-y").Label("foo", "").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 3}, {"zone2", 4}},
"node": {{"node-b", 1}, {"node-a", 2}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 3,
{key: "zone", value: "zone2"}: 4,
{key: "node", value: "node-a"}: 2,
{key: "node", value: "node-b"}: 1,
{key: "node", value: "node-y"}: 4,
},
},
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
nodeInfoMap := schedulernodeinfo.CreateNodeNameToInfoMap(tt.existingPods, tt.nodes)
got, _ := getExistingPodSpreadCache(tt.pod, nodeInfoMap)
got.sortCriticalPaths()
if !reflect.DeepEqual(got, tt.want) {
t.Errorf("getExistingPodSpreadCache() = %v, want %v", *got, *tt.want)
}
})
}
}
func TestPodSpreadCache_addPod(t *testing.T) {
tests := []struct {
name string
preemptor *v1.Pod
addedPod *v1.Pod
existingPods []*v1.Pod
nodeIdx int // denotes which node 'addedPod' belongs to
nodes []*v1.Node
want *podSpreadCache
}{
{
name: "node a and b both impact current min match",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
addedPod: st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
existingPods: nil, // it's an empty cluster
nodeIdx: 0,
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"node": {{"node-b", 0}, {"node-a", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "node", value: "node-a"}: 1,
{key: "node", value: "node-b"}: 0,
},
},
},
{
name: "only node a impacts current min match",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
addedPod: st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
existingPods: []*v1.Pod{
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
},
nodeIdx: 0,
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"node": {{"node-a", 1}, {"node-b", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "node", value: "node-a"}: 1,
{key: "node", value: "node-b"}: 1,
},
},
},
{
name: "add a pod with mis-matched namespace doesn't change topologyKeyToMinPodsMap",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
addedPod: st.MakePod().Name("p-a1").Namespace("ns1").Node("node-a").Label("foo", "").Obj(),
existingPods: []*v1.Pod{
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
},
nodeIdx: 0,
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"node": {{"node-a", 0}, {"node-b", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "node", value: "node-a"}: 0,
{key: "node", value: "node-b"}: 1,
},
},
},
{
name: "add pod on non-critical node won't trigger re-calculation",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
addedPod: st.MakePod().Name("p-b2").Node("node-b").Label("foo", "").Obj(),
existingPods: []*v1.Pod{
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
},
nodeIdx: 1,
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"node": {{"node-a", 0}, {"node-b", 2}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "node", value: "node-a"}: 0,
{key: "node", value: "node-b"}: 2,
},
},
},
{
name: "node a and x both impact topologyKeyToMinPodsMap on zone and node",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
addedPod: st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
existingPods: nil, // it's an empty cluster
nodeIdx: 0,
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone2", 0}, {"zone1", 1}},
"node": {{"node-x", 0}, {"node-a", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 1,
{key: "zone", value: "zone2"}: 0,
{key: "node", value: "node-a"}: 1,
{key: "node", value: "node-x"}: 0,
},
},
},
{
name: "only node a impacts topologyKeyToMinPodsMap on zone and node",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
addedPod: st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
existingPods: []*v1.Pod{
st.MakePod().Name("p-x1").Node("node-x").Label("foo", "").Obj(),
},
nodeIdx: 0,
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 1}, {"zone2", 1}},
"node": {{"node-a", 1}, {"node-x", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 1,
{key: "zone", value: "zone2"}: 1,
{key: "node", value: "node-a"}: 1,
{key: "node", value: "node-x"}: 1,
},
},
},
{
name: "node a impacts topologyKeyToMinPodsMap on node, node x impacts topologyKeyToMinPodsMap on zone",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
addedPod: st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
existingPods: []*v1.Pod{
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-b2").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-x1").Node("node-x").Label("foo", "").Obj(),
},
nodeIdx: 0,
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone2", 1}, {"zone1", 3}},
"node": {{"node-a", 1}, {"node-x", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 3,
{key: "zone", value: "zone2"}: 1,
{key: "node", value: "node-a"}: 1,
{key: "node", value: "node-b"}: 2,
{key: "node", value: "node-x"}: 1,
},
},
},
{
name: "constraints hold different labelSelectors, node a impacts topologyKeyToMinPodsMap on zone",
preemptor: st.MakePod().Name("p").Label("foo", "").Label("bar", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("bar").Obj()).
Obj(),
addedPod: st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
existingPods: []*v1.Pod{
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Label("bar", "").Obj(),
st.MakePod().Name("p-x1").Node("node-x").Label("foo", "").Label("bar", "").Obj(),
st.MakePod().Name("p-x2").Node("node-x").Label("bar", "").Obj(),
},
nodeIdx: 0,
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone2", 1}, {"zone1", 2}},
"node": {{"node-a", 0}, {"node-b", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 2,
{key: "zone", value: "zone2"}: 1,
{key: "node", value: "node-a"}: 0,
{key: "node", value: "node-b"}: 1,
{key: "node", value: "node-x"}: 2,
},
},
},
{
name: "constraints hold different labelSelectors, node a impacts topologyKeyToMinPodsMap on both zone and node",
preemptor: st.MakePod().Name("p").Label("foo", "").Label("bar", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("bar").Obj()).
Obj(),
addedPod: st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Label("bar", "").Obj(),
existingPods: []*v1.Pod{
st.MakePod().Name("p-b1").Node("node-b").Label("bar", "").Obj(),
st.MakePod().Name("p-x1").Node("node-x").Label("foo", "").Label("bar", "").Obj(),
st.MakePod().Name("p-x2").Node("node-x").Label("bar", "").Obj(),
},
nodeIdx: 0,
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
},
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 1}, {"zone2", 1}},
"node": {{"node-a", 1}, {"node-b", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 1,
{key: "zone", value: "zone2"}: 1,
{key: "node", value: "node-a"}: 1,
{key: "node", value: "node-b"}: 1,
{key: "node", value: "node-x"}: 2,
},
},
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
nodeInfoMap := schedulernodeinfo.CreateNodeNameToInfoMap(tt.existingPods, tt.nodes)
podSpreadCache, _ := getExistingPodSpreadCache(tt.preemptor, nodeInfoMap)
podSpreadCache.addPod(tt.addedPod, tt.preemptor, tt.nodes[tt.nodeIdx])
podSpreadCache.sortCriticalPaths()
if !reflect.DeepEqual(podSpreadCache, tt.want) {
t.Errorf("podSpreadCache#addPod() = %v, want %v", podSpreadCache, tt.want)
}
})
}
}
func TestPodSpreadCache_removePod(t *testing.T) {
tests := []struct {
name string
preemptor *v1.Pod // preemptor pod
nodes []*v1.Node
existingPods []*v1.Pod
deletedPodIdx int // need to reuse *Pod of existingPods[i]
deletedPod *v1.Pod // this field is used only when deletedPodIdx is -1
nodeIdx int // denotes which node "deletedPod" belongs to
want *podSpreadCache
}{
{
// A high priority pod may not be scheduled due to node taints or resource shortage.
// So preemption is triggered.
name: "one spreadConstraint on zone, topologyKeyToMinPodsMap unchanged",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-x1").Node("node-x").Label("foo", "").Obj(),
},
deletedPodIdx: 0, // remove pod "p-a1"
nodeIdx: 0, // node-a
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 1}, {"zone2", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 1,
{key: "zone", value: "zone2"}: 1,
},
},
},
{
name: "one spreadConstraint on node, topologyKeyToMinPodsMap changed",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-x1").Node("node-x").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Node("node-y").Label("foo", "").Obj(),
},
deletedPodIdx: 0, // remove pod "p-a1"
nodeIdx: 0, // node-a
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 1}, {"zone2", 2}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 1,
{key: "zone", value: "zone2"}: 2,
},
},
},
{
name: "delete an irrelevant pod won't help",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a0").Node("node-a").Label("bar", "").Obj(),
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-x1").Node("node-x").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Node("node-y").Label("foo", "").Obj(),
},
deletedPodIdx: 0, // remove pod "p-a0"
nodeIdx: 0, // node-a
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 2}, {"zone2", 2}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 2,
{key: "zone", value: "zone2"}: 2,
},
},
},
{
name: "delete a non-existing pod won't help",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
st.MakeNode().Name("node-y").Label("zone", "zone2").Label("node", "node-y").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-x1").Node("node-x").Label("foo", "").Obj(),
st.MakePod().Name("p-y1").Node("node-y").Label("foo", "").Obj(),
},
deletedPodIdx: -1,
deletedPod: st.MakePod().Name("p-a0").Node("node-a").Label("bar", "").Obj(),
nodeIdx: 0, // node-a
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone1", 2}, {"zone2", 2}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 2,
{key: "zone", value: "zone2"}: 2,
},
},
},
{
name: "two spreadConstraints",
preemptor: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
nodes: []*v1.Node{
st.MakeNode().Name("node-a").Label("zone", "zone1").Label("node", "node-a").Obj(),
st.MakeNode().Name("node-b").Label("zone", "zone1").Label("node", "node-b").Obj(),
st.MakeNode().Name("node-x").Label("zone", "zone2").Label("node", "node-x").Obj(),
},
existingPods: []*v1.Pod{
st.MakePod().Name("p-a1").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-a2").Node("node-a").Label("foo", "").Obj(),
st.MakePod().Name("p-b1").Node("node-b").Label("foo", "").Obj(),
st.MakePod().Name("p-x1").Node("node-x").Label("foo", "").Obj(),
st.MakePod().Name("p-x2").Node("node-x").Label("foo", "").Obj(),
},
deletedPodIdx: 3, // remove pod "p-x1"
nodeIdx: 2, // node-x
want: &podSpreadCache{
tpKeyToCriticalPaths: map[string]*criticalPaths{
"zone": {{"zone2", 1}, {"zone1", 3}},
"node": {{"node-b", 1}, {"node-x", 1}},
},
tpPairToMatchNum: map[topologyPair]int32{
{key: "zone", value: "zone1"}: 3,
{key: "zone", value: "zone2"}: 1,
{key: "node", value: "node-a"}: 2,
{key: "node", value: "node-b"}: 1,
{key: "node", value: "node-x"}: 1,
},
},
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
nodeInfoMap := schedulernodeinfo.CreateNodeNameToInfoMap(tt.existingPods, tt.nodes)
podSpreadCache, _ := getExistingPodSpreadCache(tt.preemptor, nodeInfoMap)
var deletedPod *v1.Pod
if tt.deletedPodIdx < len(tt.existingPods) && tt.deletedPodIdx >= 0 {
deletedPod = tt.existingPods[tt.deletedPodIdx]
} else {
deletedPod = tt.deletedPod
}
podSpreadCache.removePod(deletedPod, tt.preemptor, tt.nodes[tt.nodeIdx])
podSpreadCache.sortCriticalPaths()
if !reflect.DeepEqual(podSpreadCache, tt.want) {
t.Errorf("podSpreadCache#removePod() = %v, want %v", podSpreadCache, tt.want)
}
})
}
}
func BenchmarkTestGetTPMapMatchingSpreadConstraints(b *testing.B) {
tests := []struct {
name string
pod *v1.Pod
existingPodsNum int
allNodesNum int
filteredNodesNum int
}{
{
name: "1000nodes/single-constraint-zone",
pod: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
existingPodsNum: 10000,
allNodesNum: 1000,
filteredNodesNum: 500,
},
{
name: "1000nodes/single-constraint-node",
pod: st.MakePod().Name("p").Label("foo", "").
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
Obj(),
existingPodsNum: 10000,
allNodesNum: 1000,
filteredNodesNum: 500,
},
{
name: "1000nodes/two-constraints-zone-node",
pod: st.MakePod().Name("p").Label("foo", "").Label("bar", "").
SpreadConstraint(1, "zone", hardSpread, st.MakeLabelSelector().Exists("foo").Obj()).
SpreadConstraint(1, "node", hardSpread, st.MakeLabelSelector().Exists("bar").Obj()).
Obj(),
existingPodsNum: 10000,
allNodesNum: 1000,
filteredNodesNum: 500,
},
}
for _, tt := range tests {
b.Run(tt.name, func(b *testing.B) {
existingPods, allNodes, _ := st.MakeNodesAndPods(tt.pod, tt.existingPodsNum, tt.allNodesNum, tt.filteredNodesNum)
nodeNameToInfo := schedulernodeinfo.CreateNodeNameToInfoMap(existingPods, allNodes)
b.ResetTimer()
for i := 0; i < b.N; i++ {
getExistingPodSpreadCache(tt.pod, nodeNameToInfo)
}
})
}
}
var (
hardSpread = v1.DoNotSchedule
softSpread = v1.ScheduleAnyway
)
func newPairSet(kv ...string) topologyPairSet {
result := make(topologyPairSet)
for i := 0; i < len(kv); i += 2 {
pair := topologyPair{key: kv[i], value: kv[i+1]}
result[pair] = struct{}{}
}
return result
}
// sortCriticalPaths is only served for testing purpose.
func (c *podSpreadCache) sortCriticalPaths() {
for _, paths := range c.tpKeyToCriticalPaths {
// If two paths both hold minimum matching number, and topologyValue is unordered.
if paths[0].matchNum == paths[1].matchNum && paths[0].topologyValue > paths[1].topologyValue {
// Swap topologyValue to make them sorted alphabetically.
paths[0].topologyValue, paths[1].topologyValue = paths[1].topologyValue, paths[0].topologyValue
}
}
}