kubernetes/pkg/scheduler/algorithm/predicates/metadata.go

/*
Copyright 2016 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 (
	"context"
	"fmt"
	"math"
	"sync"

	"k8s.io/klog"

	"k8s.io/api/core/v1"
	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
	"k8s.io/apimachinery/pkg/labels"
	"k8s.io/apimachinery/pkg/util/sets"
	"k8s.io/client-go/util/workqueue"
	"k8s.io/kubernetes/pkg/scheduler/algorithm"
	priorityutil "k8s.io/kubernetes/pkg/scheduler/algorithm/priorities/util"
	schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"
	schedutil "k8s.io/kubernetes/pkg/scheduler/util"
)

// PredicateMetadata interface represents anything that can access a predicate metadata.
type PredicateMetadata interface {
	ShallowCopy() PredicateMetadata
	AddPod(addedPod *v1.Pod, nodeInfo *schedulernodeinfo.NodeInfo) error
	RemovePod(deletedPod *v1.Pod) error
}

// PredicateMetadataProducer is a function that computes predicate metadata for a given pod.
type PredicateMetadataProducer func(pod *v1.Pod, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo) PredicateMetadata

// PredicateMetadataFactory defines a factory of predicate metadata.
type PredicateMetadataFactory struct {
	podLister algorithm.PodLister
}

// AntiAffinityTerm's topology key value used in predicate metadata
type topologyPair struct {
	key   string
	value string
}

type podSet map[*v1.Pod]struct{}

type topologyPairSet map[topologyPair]struct{}

// topologyPairsMaps keeps topologyPairToAntiAffinityPods and antiAffinityPodToTopologyPairs in sync
// as they are the inverse of each others.
type topologyPairsMaps struct {
	topologyPairToPods map[topologyPair]podSet
	podToTopologyPairs map[string]topologyPairSet
}

// topologyPairsPodSpreadMap combines topologyKeyToMinPodsMap and topologyPairsMaps
// to represent:
// (1) minimum number of pods matched on the spread constraints.
// (2) how existing pods match incoming pod on its spread constraints.
type topologyPairsPodSpreadMap struct {
	// This map is keyed with a topology key, and valued with minimum number
	// of pods matched on that topology domain.
	// TODO(Huang-Wei): refactor to {tpKey->tpValSet(or tpValSlice)}
	topologyKeyToMinPodsMap map[string]int32
	// TODO(Huang-Wei): refactor to {tpPair->count, podName->tpPairSet(optional)}
	*topologyPairsMaps
}

// NOTE: When new fields are added/removed or logic is changed, please make sure that
// RemovePod, AddPod, and ShallowCopy functions are updated to work with the new changes.
type predicateMetadata struct {
	pod           *v1.Pod
	podBestEffort bool
	podRequest    *schedulernodeinfo.Resource
	podPorts      []*v1.ContainerPort

	topologyPairsAntiAffinityPodsMap *topologyPairsMaps
	// A map of topology pairs to a list of Pods that can potentially match
	// the affinity terms of the "pod" and its inverse.
	topologyPairsPotentialAffinityPods *topologyPairsMaps
	// A map of topology pairs to a list of Pods that can potentially match
	// the anti-affinity terms of the "pod" and its inverse.
	topologyPairsPotentialAntiAffinityPods *topologyPairsMaps
	serviceAffinityInUse                   bool
	serviceAffinityMatchingPodList         []*v1.Pod
	serviceAffinityMatchingPodServices     []*v1.Service
	// ignoredExtendedResources is a set of extended resource names that will
	// be ignored in the PodFitsResources predicate.
	//
	// They can be scheduler extender managed resources, the consumption of
	// which should be accounted only by the extenders. This set is synthesized
	// from scheduler extender configuration and does not change per pod.
	ignoredExtendedResources sets.String
	// Similar to the map for pod (anti-)affinity, but imposes additional min matches info
	// to describe minimum match number on each topology spread constraint.
	topologyPairsPodSpreadMap *topologyPairsPodSpreadMap
}

// Ensure that predicateMetadata implements algorithm.PredicateMetadata.
var _ PredicateMetadata = &predicateMetadata{}

// predicateMetadataProducer function produces predicate metadata. It is stored in a global variable below
// and used to modify the return values of PredicateMetadataProducer
type predicateMetadataProducer func(pm *predicateMetadata)

var predicateMetadataProducers = make(map[string]predicateMetadataProducer)

// RegisterPredicateMetadataProducer registers a PredicateMetadataProducer.
func RegisterPredicateMetadataProducer(predicateName string, precomp predicateMetadataProducer) {
	predicateMetadataProducers[predicateName] = precomp
}

// EmptyPredicateMetadataProducer returns a no-op MetadataProducer type.
func EmptyPredicateMetadataProducer(pod *v1.Pod, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo) PredicateMetadata {
	return nil
}

// RegisterPredicateMetadataProducerWithExtendedResourceOptions registers a
// PredicateMetadataProducer that creates predicate metadata with the provided
// options for extended resources.
//
// See the comments in "predicateMetadata" for the explanation of the options.
func RegisterPredicateMetadataProducerWithExtendedResourceOptions(ignoredExtendedResources sets.String) {
	RegisterPredicateMetadataProducer("PredicateWithExtendedResourceOptions", func(pm *predicateMetadata) {
		pm.ignoredExtendedResources = ignoredExtendedResources
	})
}

// NewPredicateMetadataFactory creates a PredicateMetadataFactory.
func NewPredicateMetadataFactory(podLister algorithm.PodLister) PredicateMetadataProducer {
	factory := &PredicateMetadataFactory{
		podLister,
	}
	return factory.GetMetadata
}

// GetMetadata returns the predicateMetadata used which will be used by various predicates.
func (pfactory *PredicateMetadataFactory) GetMetadata(pod *v1.Pod, nodeNameToInfoMap map[string]*schedulernodeinfo.NodeInfo) PredicateMetadata {
	// If we cannot compute metadata, just return nil
	if pod == nil {
		return nil
	}
	// existingPodSpreadConstraintsMap represents how existing pods match "pod"
	// on its spread constraints
	existingPodSpreadConstraintsMap, err := getTPMapMatchingSpreadConstraints(pod, nodeNameToInfoMap)
	if err != nil {
		klog.Errorf("Error calculating spreadConstraintsMap: %v", err)
		return nil
	}
	// existingPodAntiAffinityMap will be used later for efficient check on existing pods' anti-affinity
	existingPodAntiAffinityMap, err := getTPMapMatchingExistingAntiAffinity(pod, nodeNameToInfoMap)
	if err != nil {
		klog.Errorf("Error calculating existingPodAntiAffinityMap: %v", err)
		return nil
	}
	// incomingPodAffinityMap will be used later for efficient check on incoming pod's affinity
	// incomingPodAntiAffinityMap will be used later for efficient check on incoming pod's anti-affinity
	incomingPodAffinityMap, incomingPodAntiAffinityMap, err := getTPMapMatchingIncomingAffinityAntiAffinity(pod, nodeNameToInfoMap)
	if err != nil {
		klog.Errorf("Error calculating incomingPod(Anti)AffinityMap: %v", err)
		return nil
	}
	predicateMetadata := &predicateMetadata{
		pod:                                    pod,
		podBestEffort:                          isPodBestEffort(pod),
		podRequest:                             GetResourceRequest(pod),
		podPorts:                               schedutil.GetContainerPorts(pod),
		topologyPairsPotentialAffinityPods:     incomingPodAffinityMap,
		topologyPairsPotentialAntiAffinityPods: incomingPodAntiAffinityMap,
		topologyPairsAntiAffinityPodsMap:       existingPodAntiAffinityMap,
		topologyPairsPodSpreadMap:              existingPodSpreadConstraintsMap,
	}
	for predicateName, precomputeFunc := range predicateMetadataProducers {
		klog.V(10).Infof("Precompute: %v", predicateName)
		precomputeFunc(predicateMetadata)
	}
	return predicateMetadata
}

func getTPMapMatchingSpreadConstraints(pod *v1.Pod, nodeInfoMap map[string]*schedulernodeinfo.NodeInfo) (*topologyPairsPodSpreadMap, error) {
	// We have feature gating in APIServer to strip the spec
	// so don't need to re-check feature gate, just check length of constraints.
	constraints := getHardTopologySpreadConstraints(pod)
	if len(constraints) == 0 {
		return nil, nil
	}

	allNodeNames := make([]string, 0, len(nodeInfoMap))
	for name := range nodeInfoMap {
		allNodeNames = append(allNodeNames, name)
	}

	errCh := schedutil.NewErrorChannel()
	var lock sync.Mutex

	topologyPairsPodSpreadMap := &topologyPairsPodSpreadMap{
		// topologyKeyToMinPodsMap will be initialized with proper size later.
		topologyPairsMaps: newTopologyPairsMaps(),
	}

	appendTopologyPairsMaps := func(toAppend *topologyPairsMaps) {
		lock.Lock()
		topologyPairsPodSpreadMap.appendMaps(toAppend)
		lock.Unlock()
	}

	ctx, cancel := context.WithCancel(context.Background())

	processNode := func(i int) {
		nodeInfo := nodeInfoMap[allNodeNames[i]]
		node := nodeInfo.Node()
		if node == nil {
			klog.Errorf("node %q not found", allNodeNames[i])
			return
		}
		// In accordance to design, if NodeAffinity or NodeSelector is defined,
		// spreading is applied to nodes that pass those filters.
		if !podMatchesNodeSelectorAndAffinityTerms(pod, node) {
			return
		}

		// Ensure current node's labels contains all topologyKeys in 'constraints'.
		if !nodeLabelsMatchSpreadConstraints(node.Labels, constraints) {
			return
		}
		nodeTopologyMaps := newTopologyPairsMaps()
		for _, constraint := range constraints {
			pairAdded := false
			// nodeInfo.Pods() can be empty; or all pods don't fit
			for _, existingPod := range nodeInfo.Pods() {
				if existingPod.Namespace != pod.Namespace {
					continue
				}
				ok, err := podMatchesSpreadConstraint(existingPod.Labels, constraint)
				if err != nil {
					errCh.SendErrorWithCancel(err, cancel)
					return
				}
				if ok {
					// constraint.TopologyKey is already guaranteed to be present
					pair := topologyPair{key: constraint.TopologyKey, value: node.Labels[constraint.TopologyKey]}
					nodeTopologyMaps.addTopologyPair(pair, existingPod)
					pairAdded = true
				}
			}
			// If needed, append topology pair without entry of pods.
			// For example, on node-x, there is no pod matching spread constraints,
			// but node-x should be also considered as a match (with match number 0)
			// i.e. <node: node-x>: {}
			if !pairAdded {
				pair := topologyPair{
					key:   constraint.TopologyKey,
					value: node.Labels[constraint.TopologyKey],
				}
				nodeTopologyMaps.addTopologyPairWithoutPods(pair)
			}
		}

		appendTopologyPairsMaps(nodeTopologyMaps)
	}
	workqueue.ParallelizeUntil(ctx, 16, len(allNodeNames), processNode)

	if err := errCh.ReceiveError(); err != nil {
		return nil, err
	}

	// calculate min match for each topology pair
	topologyPairsPodSpreadMap.topologyKeyToMinPodsMap = make(map[string]int32, len(constraints))
	for _, constraint := range constraints {
		topologyPairsPodSpreadMap.topologyKeyToMinPodsMap[constraint.TopologyKey] = math.MaxInt32
	}
	for pair, podSet := range topologyPairsPodSpreadMap.topologyPairToPods {
		// TODO(Huang-Wei): short circuit unvisited portions of <topologyKey: any value>
		// if we already see 0 as min match of that topologyKey.
		if l := int32(len(podSet)); l < topologyPairsPodSpreadMap.topologyKeyToMinPodsMap[pair.key] {
			topologyPairsPodSpreadMap.topologyKeyToMinPodsMap[pair.key] = l
		}
	}
	return topologyPairsPodSpreadMap, nil
}

func getHardTopologySpreadConstraints(pod *v1.Pod) (constraints []v1.TopologySpreadConstraint) {
	if pod != nil {
		for _, constraint := range pod.Spec.TopologySpreadConstraints {
			if constraint.WhenUnsatisfiable == v1.DoNotSchedule {
				constraints = append(constraints, constraint)
			}
		}
	}
	return
}

// some corner cases:
// 1. podLabelSet = nil => returns (false, nil)
// 2. constraint.LabelSelector = nil => returns (false, nil)
func podMatchesSpreadConstraint(podLabelSet labels.Set, constraint v1.TopologySpreadConstraint) (bool, error) {
	selector, err := metav1.LabelSelectorAsSelector(constraint.LabelSelector)
	if err != nil {
		return false, err
	}
	if !selector.Matches(podLabelSet) {
		return false, nil
	}
	return true, nil
}

// check if ALL topology keys in spread constraints are present in node labels
func nodeLabelsMatchSpreadConstraints(nodeLabels map[string]string, constraints []v1.TopologySpreadConstraint) bool {
	for _, constraint := range constraints {
		if _, ok := nodeLabels[constraint.TopologyKey]; !ok {
			return false
		}
	}
	return true
}

// returns a pointer to a new topologyPairsMaps
func newTopologyPairsMaps() *topologyPairsMaps {
	return &topologyPairsMaps{topologyPairToPods: make(map[topologyPair]podSet),
		podToTopologyPairs: make(map[string]topologyPairSet)}
}

func (m *topologyPairsMaps) addTopologyPair(pair topologyPair, pod *v1.Pod) {
	podFullName := schedutil.GetPodFullName(pod)
	m.addTopologyPairWithoutPods(pair)
	m.topologyPairToPods[pair][pod] = struct{}{}
	if m.podToTopologyPairs[podFullName] == nil {
		m.podToTopologyPairs[podFullName] = make(map[topologyPair]struct{})
	}
	m.podToTopologyPairs[podFullName][pair] = struct{}{}
}

// add a topology pair holder if needed
func (m *topologyPairsMaps) addTopologyPairWithoutPods(pair topologyPair) {
	if m.topologyPairToPods[pair] == nil {
		m.topologyPairToPods[pair] = make(map[*v1.Pod]struct{})
	}
}

func (m *topologyPairsMaps) removePod(deletedPod *v1.Pod) {
	deletedPodFullName := schedutil.GetPodFullName(deletedPod)
	for pair := range m.podToTopologyPairs[deletedPodFullName] {
		delete(m.topologyPairToPods[pair], deletedPod)
		if len(m.topologyPairToPods[pair]) == 0 {
			delete(m.topologyPairToPods, pair)
		}
	}
	delete(m.podToTopologyPairs, deletedPodFullName)
}

func (m *topologyPairsMaps) appendMaps(toAppend *topologyPairsMaps) {
	if toAppend == nil {
		return
	}
	for pair := range toAppend.topologyPairToPods {
		if podSet := toAppend.topologyPairToPods[pair]; len(podSet) == 0 {
			m.addTopologyPairWithoutPods(pair)
		} else {
			for pod := range podSet {
				m.addTopologyPair(pair, pod)
			}
		}
	}
}

func (m *topologyPairsMaps) clone() *topologyPairsMaps {
	copy := newTopologyPairsMaps()
	copy.appendMaps(m)
	return copy
}

func (m *topologyPairsPodSpreadMap) addPod(addedPod, preemptorPod *v1.Pod, node *v1.Node) error {
	if addedPod.Namespace != preemptorPod.Namespace {
		return nil
	}
	constraints := getHardTopologySpreadConstraints(preemptorPod)
	if !nodeLabelsMatchSpreadConstraints(node.Labels, constraints) {
		return nil
	}

	// records which topology key(s) needs to be updated
	minMatchNeedingUpdate := make(map[string]struct{})
	podLabelSet := labels.Set(addedPod.Labels)
	for _, constraint := range constraints {
		if match, err := podMatchesSpreadConstraint(podLabelSet, constraint); err != nil {
			return err
		} else if !match {
			continue
		}
		pair := topologyPair{
			key:   constraint.TopologyKey,
			value: node.Labels[constraint.TopologyKey],
		}
		// it means current node is one of the critical paths of topologyKeyToMinPodsMap[TopologyKey]
		if int32(len(m.topologyPairToPods[pair])) == m.topologyKeyToMinPodsMap[pair.key] {
			minMatchNeedingUpdate[pair.key] = struct{}{}
		}
		m.addTopologyPair(pair, addedPod)
	}
	// no need to addTopologyPairWithoutPods b/c if a pair without pods must be present,
	// it should have already been created earlier in removePod() phase

	// In most cases, min match map doesn't need to be updated.
	// But it's required to be updated when current node is the ONLY critical path which impacts
	// the min match. With that said, in this case min match needs to be updated to min match + 1
	if len(minMatchNeedingUpdate) != 0 {
		// TODO(Huang-Wei): performance can be optimized.
		// A possible solution is to record number of critical paths which co-impact the min match.
		tempMinMatchMap := make(map[string]int32, len(minMatchNeedingUpdate))
		for key := range minMatchNeedingUpdate {
			tempMinMatchMap[key] = math.MaxInt32
		}
		for pair, podSet := range m.topologyPairToPods {
			if _, ok := minMatchNeedingUpdate[pair.key]; !ok {
				continue
			}
			if l := int32(len(podSet)); l < tempMinMatchMap[pair.key] {
				tempMinMatchMap[pair.key] = l
			}
		}
		for key, tempMin := range tempMinMatchMap {
			if tempMin == m.topologyKeyToMinPodsMap[key]+1 {
				m.topologyKeyToMinPodsMap[key] = tempMin
			}
		}
	}
	return nil
}

func (m *topologyPairsPodSpreadMap) removePod(deletedPod *v1.Pod) {
	if m == nil || deletedPod == nil {
		return
	}

	deletedPodFullName := schedutil.GetPodFullName(deletedPod)
	pairSet, ok := m.podToTopologyPairs[deletedPodFullName]
	if !ok {
		return
	}
	topologyPairToPods := m.topologyPairToPods
	for pair := range pairSet {
		delete(topologyPairToPods[pair], deletedPod)
		// if topologyPairToPods[pair] is empty after deletion
		// don't clean it up as that topology counts as a match now

		// removal of the deletedPod would probably genereate a smaller matching number
		// so re-calculate minMatch to a smaller value if possible
		if l := int32(len(topologyPairToPods[pair])); l < m.topologyKeyToMinPodsMap[pair.key] {
			m.topologyKeyToMinPodsMap[pair.key] = l
		}
	}
	delete(m.podToTopologyPairs, deletedPodFullName)
}

func (m *topologyPairsPodSpreadMap) clone() *topologyPairsPodSpreadMap {
	// m could be nil when EvenPodsSpread feature is disabled
	if m == nil {
		return nil
	}
	copy := &topologyPairsPodSpreadMap{
		topologyKeyToMinPodsMap: make(map[string]int32),
		topologyPairsMaps:       m.topologyPairsMaps.clone(),
	}
	for key, minMatched := range m.topologyKeyToMinPodsMap {
		copy.topologyKeyToMinPodsMap[key] = minMatched
	}
	return copy
}

// RemovePod changes predicateMetadata assuming that the given `deletedPod` is
// deleted from the system.
func (meta *predicateMetadata) RemovePod(deletedPod *v1.Pod) error {
	deletedPodFullName := schedutil.GetPodFullName(deletedPod)
	if deletedPodFullName == schedutil.GetPodFullName(meta.pod) {
		return fmt.Errorf("deletedPod and meta.pod must not be the same")
	}
	meta.topologyPairsAntiAffinityPodsMap.removePod(deletedPod)
	// Delete pod from the matching affinity or anti-affinity topology pairs maps.
	meta.topologyPairsPotentialAffinityPods.removePod(deletedPod)
	meta.topologyPairsPotentialAntiAffinityPods.removePod(deletedPod)
	// Delete pod from the pod spread topology maps.
	meta.topologyPairsPodSpreadMap.removePod(deletedPod)
	// All pods in the serviceAffinityMatchingPodList are in the same namespace.
	// So, if the namespace of the first one is not the same as the namespace of the
	// deletedPod, we don't need to check the list, as deletedPod isn't in the list.
	if meta.serviceAffinityInUse &&
		len(meta.serviceAffinityMatchingPodList) > 0 &&
		deletedPod.Namespace == meta.serviceAffinityMatchingPodList[0].Namespace {
		for i, pod := range meta.serviceAffinityMatchingPodList {
			if schedutil.GetPodFullName(pod) == deletedPodFullName {
				meta.serviceAffinityMatchingPodList = append(
					meta.serviceAffinityMatchingPodList[:i],
					meta.serviceAffinityMatchingPodList[i+1:]...)
				break
			}
		}
	}
	return nil
}

// AddPod changes predicateMetadata assuming that `newPod` is added to the
// system.
func (meta *predicateMetadata) AddPod(addedPod *v1.Pod, nodeInfo *schedulernodeinfo.NodeInfo) error {
	addedPodFullName := schedutil.GetPodFullName(addedPod)
	if addedPodFullName == schedutil.GetPodFullName(meta.pod) {
		return fmt.Errorf("addedPod and meta.pod must not be the same")
	}
	if nodeInfo.Node() == nil {
		return fmt.Errorf("invalid node in nodeInfo")
	}
	// Add matching anti-affinity terms of the addedPod to the map.
	topologyPairsMaps, err := getMatchingAntiAffinityTopologyPairsOfPod(meta.pod, addedPod, nodeInfo.Node())
	if err != nil {
		return err
	}
	meta.topologyPairsAntiAffinityPodsMap.appendMaps(topologyPairsMaps)
	// Add the pod to nodeNameToMatchingAffinityPods and nodeNameToMatchingAntiAffinityPods if needed.
	affinity := meta.pod.Spec.Affinity
	podNodeName := addedPod.Spec.NodeName
	if affinity != nil && len(podNodeName) > 0 {
		podNode := nodeInfo.Node()
		// It is assumed that when the added pod matches affinity of the meta.pod, all the terms must match,
		// this should be changed when the implementation of targetPodMatchesAffinityOfPod/podMatchesAffinityTermProperties
		// is changed
		if targetPodMatchesAffinityOfPod(meta.pod, addedPod) {
			affinityTerms := GetPodAffinityTerms(affinity.PodAffinity)
			for _, term := range affinityTerms {
				if topologyValue, ok := podNode.Labels[term.TopologyKey]; ok {
					pair := topologyPair{key: term.TopologyKey, value: topologyValue}
					meta.topologyPairsPotentialAffinityPods.addTopologyPair(pair, addedPod)
				}
			}
		}
		if targetPodMatchesAntiAffinityOfPod(meta.pod, addedPod) {
			antiAffinityTerms := GetPodAntiAffinityTerms(affinity.PodAntiAffinity)
			for _, term := range antiAffinityTerms {
				if topologyValue, ok := podNode.Labels[term.TopologyKey]; ok {
					pair := topologyPair{key: term.TopologyKey, value: topologyValue}
					meta.topologyPairsPotentialAntiAffinityPods.addTopologyPair(pair, addedPod)
				}
			}
		}
	}
	// Update meta.topologyPairsPodSpreadMap if meta.pod has hard spread constraints
	// and addedPod matches that
	if err := meta.topologyPairsPodSpreadMap.addPod(addedPod, meta.pod, nodeInfo.Node()); err != nil {
		return err
	}

	// If addedPod is in the same namespace as the meta.pod, update the list
	// of matching pods if applicable.
	if meta.serviceAffinityInUse && addedPod.Namespace == meta.pod.Namespace {
		selector := CreateSelectorFromLabels(meta.pod.Labels)
		if selector.Matches(labels.Set(addedPod.Labels)) {
			meta.serviceAffinityMatchingPodList = append(meta.serviceAffinityMatchingPodList,
				addedPod)
		}
	}
	return nil
}

// ShallowCopy copies a metadata struct into a new struct and creates a copy of
// its maps and slices, but it does not copy the contents of pointer values.
func (meta *predicateMetadata) ShallowCopy() PredicateMetadata {
	newPredMeta := &predicateMetadata{
		pod:                      meta.pod,
		podBestEffort:            meta.podBestEffort,
		podRequest:               meta.podRequest,
		serviceAffinityInUse:     meta.serviceAffinityInUse,
		ignoredExtendedResources: meta.ignoredExtendedResources,
	}
	newPredMeta.podPorts = append([]*v1.ContainerPort(nil), meta.podPorts...)
	newPredMeta.topologyPairsPotentialAffinityPods = meta.topologyPairsPotentialAffinityPods.clone()
	newPredMeta.topologyPairsPotentialAntiAffinityPods = meta.topologyPairsPotentialAntiAffinityPods.clone()
	newPredMeta.topologyPairsAntiAffinityPodsMap = meta.topologyPairsAntiAffinityPodsMap.clone()
	newPredMeta.topologyPairsPodSpreadMap = meta.topologyPairsPodSpreadMap.clone()
	newPredMeta.serviceAffinityMatchingPodServices = append([]*v1.Service(nil),
		meta.serviceAffinityMatchingPodServices...)
	newPredMeta.serviceAffinityMatchingPodList = append([]*v1.Pod(nil),
		meta.serviceAffinityMatchingPodList...)
	return (PredicateMetadata)(newPredMeta)
}

type affinityTermProperties struct {
	namespaces sets.String
	selector   labels.Selector
}

// getAffinityTermProperties receives a Pod and affinity terms and returns the namespaces and
// selectors of the terms.
func getAffinityTermProperties(pod *v1.Pod, terms []v1.PodAffinityTerm) (properties []*affinityTermProperties, err error) {
	if terms == nil {
		return properties, nil
	}

	for _, term := range terms {
		namespaces := priorityutil.GetNamespacesFromPodAffinityTerm(pod, &term)
		selector, err := metav1.LabelSelectorAsSelector(term.LabelSelector)
		if err != nil {
			return nil, err
		}
		properties = append(properties, &affinityTermProperties{namespaces: namespaces, selector: selector})
	}
	return properties, nil
}

// podMatchesAllAffinityTermProperties returns true IFF the given pod matches all the given properties.
func podMatchesAllAffinityTermProperties(pod *v1.Pod, properties []*affinityTermProperties) bool {
	if len(properties) == 0 {
		return false
	}
	for _, property := range properties {
		if !priorityutil.PodMatchesTermsNamespaceAndSelector(pod, property.namespaces, property.selector) {
			return false
		}
	}
	return true
}

// podMatchesAnyAffinityTermProperties returns true if the given pod matches any given property.
func podMatchesAnyAffinityTermProperties(pod *v1.Pod, properties []*affinityTermProperties) bool {
	if len(properties) == 0 {
		return false
	}
	for _, property := range properties {
		if priorityutil.PodMatchesTermsNamespaceAndSelector(pod, property.namespaces, property.selector) {
			return true
		}
	}
	return false
}

// getTPMapMatchingExistingAntiAffinity calculates the following for each existing pod on each node:
// (1) Whether it has PodAntiAffinity
// (2) Whether any AffinityTerm matches the incoming pod
func getTPMapMatchingExistingAntiAffinity(pod *v1.Pod, nodeInfoMap map[string]*schedulernodeinfo.NodeInfo) (*topologyPairsMaps, error) {
	allNodeNames := make([]string, 0, len(nodeInfoMap))
	for name := range nodeInfoMap {
		allNodeNames = append(allNodeNames, name)
	}

	errCh := schedutil.NewErrorChannel()
	var lock sync.Mutex
	topologyMaps := newTopologyPairsMaps()

	appendTopologyPairsMaps := func(toAppend *topologyPairsMaps) {
		lock.Lock()
		defer lock.Unlock()
		topologyMaps.appendMaps(toAppend)
	}

	ctx, cancel := context.WithCancel(context.Background())

	processNode := func(i int) {
		nodeInfo := nodeInfoMap[allNodeNames[i]]
		node := nodeInfo.Node()
		if node == nil {
			klog.Errorf("node %q not found", allNodeNames[i])
			return
		}
		for _, existingPod := range nodeInfo.PodsWithAffinity() {
			existingPodTopologyMaps, err := getMatchingAntiAffinityTopologyPairsOfPod(pod, existingPod, node)
			if err != nil {
				errCh.SendErrorWithCancel(err, cancel)
				return
			}
			appendTopologyPairsMaps(existingPodTopologyMaps)
		}
	}
	workqueue.ParallelizeUntil(ctx, 16, len(allNodeNames), processNode)

	if err := errCh.ReceiveError(); err != nil {
		return nil, err
	}

	return topologyMaps, nil
}

// getTPMapMatchingIncomingAffinityAntiAffinity finds existing Pods that match affinity terms of the given "pod".
// It returns a topologyPairsMaps that are checked later by the affinity
// predicate. With this topologyPairsMaps available, the affinity predicate does not
// need to check all the pods in the cluster.
func getTPMapMatchingIncomingAffinityAntiAffinity(pod *v1.Pod, nodeInfoMap map[string]*schedulernodeinfo.NodeInfo) (topologyPairsAffinityPodsMaps *topologyPairsMaps, topologyPairsAntiAffinityPodsMaps *topologyPairsMaps, err error) {
	affinity := pod.Spec.Affinity
	if affinity == nil || (affinity.PodAffinity == nil && affinity.PodAntiAffinity == nil) {
		return newTopologyPairsMaps(), newTopologyPairsMaps(), nil
	}

	allNodeNames := make([]string, 0, len(nodeInfoMap))
	for name := range nodeInfoMap {
		allNodeNames = append(allNodeNames, name)
	}

	errCh := schedutil.NewErrorChannel()

	var lock sync.Mutex
	topologyPairsAffinityPodsMaps = newTopologyPairsMaps()
	topologyPairsAntiAffinityPodsMaps = newTopologyPairsMaps()
	appendResult := func(nodeName string, nodeTopologyPairsAffinityPodsMaps, nodeTopologyPairsAntiAffinityPodsMaps *topologyPairsMaps) {
		lock.Lock()
		defer lock.Unlock()
		if len(nodeTopologyPairsAffinityPodsMaps.topologyPairToPods) > 0 {
			topologyPairsAffinityPodsMaps.appendMaps(nodeTopologyPairsAffinityPodsMaps)
		}
		if len(nodeTopologyPairsAntiAffinityPodsMaps.topologyPairToPods) > 0 {
			topologyPairsAntiAffinityPodsMaps.appendMaps(nodeTopologyPairsAntiAffinityPodsMaps)
		}
	}

	affinityTerms := GetPodAffinityTerms(affinity.PodAffinity)
	affinityProperties, err := getAffinityTermProperties(pod, affinityTerms)
	if err != nil {
		return nil, nil, err
	}

	antiAffinityTerms := GetPodAntiAffinityTerms(affinity.PodAntiAffinity)

	ctx, cancel := context.WithCancel(context.Background())

	processNode := func(i int) {
		nodeInfo := nodeInfoMap[allNodeNames[i]]
		node := nodeInfo.Node()
		if node == nil {
			klog.Errorf("node %q not found", allNodeNames[i])
			return
		}
		nodeTopologyPairsAffinityPodsMaps := newTopologyPairsMaps()
		nodeTopologyPairsAntiAffinityPodsMaps := newTopologyPairsMaps()
		for _, existingPod := range nodeInfo.Pods() {
			// Check affinity properties.
			if podMatchesAllAffinityTermProperties(existingPod, affinityProperties) {
				for _, term := range affinityTerms {
					if topologyValue, ok := node.Labels[term.TopologyKey]; ok {
						pair := topologyPair{key: term.TopologyKey, value: topologyValue}
						nodeTopologyPairsAffinityPodsMaps.addTopologyPair(pair, existingPod)
					}
				}
			}
			// Check anti-affinity properties.
			for _, term := range antiAffinityTerms {
				namespaces := priorityutil.GetNamespacesFromPodAffinityTerm(pod, &term)
				selector, err := metav1.LabelSelectorAsSelector(term.LabelSelector)
				if err != nil {
					errCh.SendErrorWithCancel(err, cancel)
					return
				}
				if priorityutil.PodMatchesTermsNamespaceAndSelector(existingPod, namespaces, selector) {
					if topologyValue, ok := node.Labels[term.TopologyKey]; ok {
						pair := topologyPair{key: term.TopologyKey, value: topologyValue}
						nodeTopologyPairsAntiAffinityPodsMaps.addTopologyPair(pair, existingPod)
					}
				}
			}
		}

		if len(nodeTopologyPairsAffinityPodsMaps.topologyPairToPods) > 0 || len(nodeTopologyPairsAntiAffinityPodsMaps.topologyPairToPods) > 0 {
			appendResult(node.Name, nodeTopologyPairsAffinityPodsMaps, nodeTopologyPairsAntiAffinityPodsMaps)
		}
	}
	workqueue.ParallelizeUntil(ctx, 16, len(allNodeNames), processNode)

	if err := errCh.ReceiveError(); err != nil {
		return nil, nil, err
	}

	return topologyPairsAffinityPodsMaps, topologyPairsAntiAffinityPodsMaps, nil
}

// targetPodMatchesAffinityOfPod returns true if "targetPod" matches ALL affinity terms of
// "pod". This function does not check topology.
// So, whether the targetPod actually matches or not needs further checks for a specific
// node.
func targetPodMatchesAffinityOfPod(pod, targetPod *v1.Pod) bool {
	affinity := pod.Spec.Affinity
	if affinity == nil || affinity.PodAffinity == nil {
		return false
	}
	affinityProperties, err := getAffinityTermProperties(pod, GetPodAffinityTerms(affinity.PodAffinity))
	if err != nil {
		klog.Errorf("error in getting affinity properties of Pod %v", pod.Name)
		return false
	}
	return podMatchesAllAffinityTermProperties(targetPod, affinityProperties)
}

// targetPodMatchesAntiAffinityOfPod returns true if "targetPod" matches ANY anti-affinity
// term of "pod". This function does not check topology.
// So, whether the targetPod actually matches or not needs further checks for a specific
// node.
func targetPodMatchesAntiAffinityOfPod(pod, targetPod *v1.Pod) bool {
	affinity := pod.Spec.Affinity
	if affinity == nil || affinity.PodAntiAffinity == nil {
		return false
	}
	properties, err := getAffinityTermProperties(pod, GetPodAntiAffinityTerms(affinity.PodAntiAffinity))
	if err != nil {
		klog.Errorf("error in getting anti-affinity properties of Pod %v", pod.Name)
		return false
	}
	return podMatchesAnyAffinityTermProperties(targetPod, properties)
}