optimize preferred pod affinity

2025-11-04 04:08:16 +00:00 · 2019-12-05 12:47:39 -05:00
parent a3718d7653
commit 53be26e402
2 changed files with 142 additions and 99 deletions
--- a/pkg/scheduler/algorithm/priorities/BUILD
+++ b/pkg/scheduler/algorithm/priorities/BUILD
@@ -45,6 +45,7 @@ go_library(
        "//staging/src/k8s.io/apimachinery/pkg/api/resource:go_default_library",
        "//staging/src/k8s.io/apimachinery/pkg/apis/meta/v1:go_default_library",
        "//staging/src/k8s.io/apimachinery/pkg/labels:go_default_library",
+        "//staging/src/k8s.io/apimachinery/pkg/util/sets:go_default_library",
        "//staging/src/k8s.io/apiserver/pkg/util/feature:go_default_library",
        "//staging/src/k8s.io/client-go/listers/apps/v1:go_default_library",
        "//staging/src/k8s.io/client-go/listers/core/v1:go_default_library",
--- a/pkg/scheduler/algorithm/priorities/interpod_affinity.go
+++ b/pkg/scheduler/algorithm/priorities/interpod_affinity.go
@@ -23,6 +23,8 @@ import (

 	v1 "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"
 	priorityutil "k8s.io/kubernetes/pkg/scheduler/algorithm/priorities/util"
 	framework "k8s.io/kubernetes/pkg/scheduler/framework/v1alpha1"
@@ -36,47 +38,67 @@ import (
 type topologyPairToScore map[string]map[string]int64

 type podAffinityPriorityMap struct {
-	// nodes contain all nodes that should be considered.
-	nodes []*v1.Node
-	// tracks a topology pair score so far.
-	topologyScore topologyPairToScore
+	topologyScore         topologyPairToScore
+	affinityTerms         []*weightedAffinityTerm
+	antiAffinityTerms     []*weightedAffinityTerm
+	hardPodAffinityWeight int32
 	sync.Mutex
 }

-func newPodAffinityPriorityMap(nodes []*v1.Node) *podAffinityPriorityMap {
-	return &podAffinityPriorityMap{
-		nodes:         nodes,
-		topologyScore: make(topologyPairToScore),
-	}
+// A "processed" representation of v1.WeightedAffinityTerm.
+type weightedAffinityTerm struct {
+	namespaces  sets.String
+	selector    labels.Selector
+	weight      int32
+	topologyKey string
 }

-func (p *podAffinityPriorityMap) processTerm(term *v1.PodAffinityTerm, podDefiningAffinityTerm, podToCheck *v1.Pod, fixedNode *v1.Node, weight int64) error {
-	namespaces := priorityutil.GetNamespacesFromPodAffinityTerm(podDefiningAffinityTerm, term)
+func newWeightedAffinityTerm(pod *v1.Pod, term *v1.PodAffinityTerm, weight int32) (*weightedAffinityTerm, error) {
+	namespaces := priorityutil.GetNamespacesFromPodAffinityTerm(pod, term)
 	selector, err := metav1.LabelSelectorAsSelector(term.LabelSelector)
 	if err != nil {
-		return err
+		return nil, err
 	}
+	return &weightedAffinityTerm{namespaces: namespaces, selector: selector, topologyKey: term.TopologyKey, weight: weight}, nil
+}
+
+func getProcessedTerms(pod *v1.Pod, terms []v1.WeightedPodAffinityTerm) ([]*weightedAffinityTerm, error) {
+	if terms == nil {
+		return nil, nil
+	}
+
+	var processedTerms []*weightedAffinityTerm
+	for i := range terms {
+		p, err := newWeightedAffinityTerm(pod, &terms[i].PodAffinityTerm, terms[i].Weight)
+		if err != nil {
+			return nil, err
+		}
+		processedTerms = append(processedTerms, p)
+	}
+	return processedTerms, nil
+}
+
+func (p *podAffinityPriorityMap) processTerm(term *weightedAffinityTerm, podToCheck *v1.Pod, fixedNode *v1.Node, multiplier int) error {
 	if len(fixedNode.Labels) == 0 {
 		return nil
 	}

-	match := priorityutil.PodMatchesTermsNamespaceAndSelector(podToCheck, namespaces, selector)
-	tpValue, tpValueExist := fixedNode.Labels[term.TopologyKey]
+	match := priorityutil.PodMatchesTermsNamespaceAndSelector(podToCheck, term.namespaces, term.selector)
+	tpValue, tpValueExist := fixedNode.Labels[term.topologyKey]
 	if match && tpValueExist {
 		p.Lock()
-		if p.topologyScore[term.TopologyKey] == nil {
-			p.topologyScore[term.TopologyKey] = make(map[string]int64)
+		if p.topologyScore[term.topologyKey] == nil {
+			p.topologyScore[term.topologyKey] = make(map[string]int64)
 		}
-		p.topologyScore[term.TopologyKey][tpValue] += weight
+		p.topologyScore[term.topologyKey][tpValue] += int64(term.weight * int32(multiplier))
 		p.Unlock()
 	}
 	return nil
 }

-func (p *podAffinityPriorityMap) processTerms(terms []v1.WeightedPodAffinityTerm, podDefiningAffinityTerm, podToCheck *v1.Pod, fixedNode *v1.Node, multiplier int) error {
-	for i := range terms {
-		term := &terms[i]
-		if err := p.processTerm(&term.PodAffinityTerm, podDefiningAffinityTerm, podToCheck, fixedNode, int64(term.Weight*int32(multiplier))); err != nil {
+func (p *podAffinityPriorityMap) processTerms(terms []*weightedAffinityTerm, podToCheck *v1.Pod, fixedNode *v1.Node, multiplier int) error {
+	for _, term := range terms {
+		if err := p.processTerm(term, podToCheck, fixedNode, multiplier); err != nil {
 			return err
 		}
 	}
@@ -143,6 +165,75 @@ func CalculateInterPodAffinityPriorityReduce(pod *v1.Pod, meta interface{}, shar
 	return nil
 }

+func (p *podAffinityPriorityMap) processExistingPod(existingPod *v1.Pod, existingPodNodeInfo *schedulernodeinfo.NodeInfo, incomingPod *v1.Pod) error {
+	existingPodAffinity := existingPod.Spec.Affinity
+	existingHasAffinityConstraints := existingPodAffinity != nil && existingPodAffinity.PodAffinity != nil
+	existingHasAntiAffinityConstraints := existingPodAffinity != nil && existingPodAffinity.PodAntiAffinity != nil
+	existingPodNode := existingPodNodeInfo.Node()
+
+	// For every soft pod affinity term of <pod>, if <existingPod> matches the term,
+	// increment <p.counts> for every node in the cluster with the same <term.TopologyKey>
+	// value as that of <existingPods>`s node by the term`s weight.
+	if err := p.processTerms(p.affinityTerms, existingPod, existingPodNode, 1); err != nil {
+		return err
+	}
+
+	// For every soft pod anti-affinity term of <pod>, if <existingPod> matches the term,
+	// decrement <p.counts> for every node in the cluster with the same <term.TopologyKey>
+	// value as that of <existingPod>`s node by the term`s weight.
+	if err := p.processTerms(p.antiAffinityTerms, existingPod, existingPodNode, -1); err != nil {
+		return err
+	}
+
+	if existingHasAffinityConstraints {
+		// For every hard pod affinity term of <existingPod>, if <pod> matches the term,
+		// increment <p.counts> for every node in the cluster with the same <term.TopologyKey>
+		// value as that of <existingPod>'s node by the constant <ipa.hardPodAffinityWeight>
+		if p.hardPodAffinityWeight > 0 {
+			terms := existingPodAffinity.PodAffinity.RequiredDuringSchedulingIgnoredDuringExecution
+			// TODO: Uncomment this block when implement RequiredDuringSchedulingRequiredDuringExecution.
+			//if len(existingPodAffinity.PodAffinity.RequiredDuringSchedulingRequiredDuringExecution) != 0 {
+			//	terms = append(terms, existingPodAffinity.PodAffinity.RequiredDuringSchedulingRequiredDuringExecution...)
+			//}
+			for i := range terms {
+				term := &terms[i]
+				processedTerm, err := newWeightedAffinityTerm(existingPod, term, p.hardPodAffinityWeight)
+				if err != nil {
+					return err
+				}
+				if err := p.processTerm(processedTerm, incomingPod, existingPodNode, 1); err != nil {
+					return err
+				}
+			}
+		}
+		// For every soft pod affinity term of <existingPod>, if <pod> matches the term,
+		// increment <p.counts> for every node in the cluster with the same <term.TopologyKey>
+		// value as that of <existingPod>'s node by the term's weight.
+		terms, err := getProcessedTerms(existingPod, existingPodAffinity.PodAffinity.PreferredDuringSchedulingIgnoredDuringExecution)
+		if err != nil {
+			klog.Error(err)
+			return nil
+		}
+
+		if err := p.processTerms(terms, incomingPod, existingPodNode, 1); err != nil {
+			return err
+		}
+	}
+	if existingHasAntiAffinityConstraints {
+		// For every soft pod anti-affinity term of <existingPod>, if <pod> matches the term,
+		// decrement <pm.counts> for every node in the cluster with the same <term.TopologyKey>
+		// value as that of <existingPod>'s node by the term's weight.
+		terms, err := getProcessedTerms(existingPod, existingPodAffinity.PodAntiAffinity.PreferredDuringSchedulingIgnoredDuringExecution)
+		if err != nil {
+			return err
+		}
+		if err := p.processTerms(terms, incomingPod, existingPodNode, -1); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
 func buildTopologyPairToScore(
 	pod *v1.Pod,
 	sharedLister schedulerlisters.SharedLister,
@@ -158,9 +249,8 @@ func buildTopologyPairToScore(
 	hasAffinityConstraints := affinity != nil && affinity.PodAffinity != nil
 	hasAntiAffinityConstraints := affinity != nil && affinity.PodAntiAffinity != nil

-	// pm stores (1) all nodes that should be considered and (2) the so-far computed score for each node.
-	pm := newPodAffinityPriorityMap(filteredNodes)
-
+	// Unless the pod being scheduled has affinity terms, we only
+	// need to process nodes hosting pods with affinity.
 	allNodes, err := sharedLister.NodeInfos().HavePodsWithAffinityList()
 	if err != nil {
 		klog.Errorf("get pods with affinity list error, err: %v", err)
@@ -174,70 +264,26 @@ func buildTopologyPairToScore(
 		}
 	}

-	processPod := func(existingPod *v1.Pod) error {
-		existingPodNodeInfo, err := sharedLister.NodeInfos().Get(existingPod.Spec.NodeName)
-		if err != nil {
-			klog.Errorf("Node not found, %v", existingPod.Spec.NodeName)
+	var affinityTerms []*weightedAffinityTerm
+	var antiAffinityTerms []*weightedAffinityTerm
+	if hasAffinityConstraints {
+		if affinityTerms, err = getProcessedTerms(pod, affinity.PodAffinity.PreferredDuringSchedulingIgnoredDuringExecution); err != nil {
+			klog.Error(err)
 			return nil
 		}
-		existingPodAffinity := existingPod.Spec.Affinity
-		existingHasAffinityConstraints := existingPodAffinity != nil && existingPodAffinity.PodAffinity != nil
-		existingHasAntiAffinityConstraints := existingPodAffinity != nil && existingPodAffinity.PodAntiAffinity != nil
-		existingPodNode := existingPodNodeInfo.Node()
+	}
+	if hasAntiAffinityConstraints {
+		if antiAffinityTerms, err = getProcessedTerms(pod, affinity.PodAntiAffinity.PreferredDuringSchedulingIgnoredDuringExecution); err != nil {
+			klog.Error(err)
+			return nil
+		}
+	}

-		if hasAffinityConstraints {
-			// For every soft pod affinity term of <pod>, if <existingPod> matches the term,
-			// increment <pm.counts> for every node in the cluster with the same <term.TopologyKey>
-			// value as that of <existingPods>`s node by the term`s weight.
-			terms := affinity.PodAffinity.PreferredDuringSchedulingIgnoredDuringExecution
-			if err := pm.processTerms(terms, pod, existingPod, existingPodNode, 1); err != nil {
-				return err
-			}
-		}
-		if hasAntiAffinityConstraints {
-			// For every soft pod anti-affinity term of <pod>, if <existingPod> matches the term,
-			// decrement <pm.counts> for every node in the cluster with the same <term.TopologyKey>
-			// value as that of <existingPod>`s node by the term`s weight.
-			terms := affinity.PodAntiAffinity.PreferredDuringSchedulingIgnoredDuringExecution
-			if err := pm.processTerms(terms, pod, existingPod, existingPodNode, -1); err != nil {
-				return err
-			}
-		}
-
-		if existingHasAffinityConstraints {
-			// For every hard pod affinity term of <existingPod>, if <pod> matches the term,
-			// increment <pm.counts> for every node in the cluster with the same <term.TopologyKey>
-			// value as that of <existingPod>'s node by the constant <ipa.hardPodAffinityWeight>
-			if hardPodAffinityWeight > 0 {
-				terms := existingPodAffinity.PodAffinity.RequiredDuringSchedulingIgnoredDuringExecution
-				// TODO: Uncomment this block when implement RequiredDuringSchedulingRequiredDuringExecution.
-				//if len(existingPodAffinity.PodAffinity.RequiredDuringSchedulingRequiredDuringExecution) != 0 {
-				//	terms = append(terms, existingPodAffinity.PodAffinity.RequiredDuringSchedulingRequiredDuringExecution...)
-				//}
-				for _, term := range terms {
-					if err := pm.processTerm(&term, existingPod, pod, existingPodNode, int64(hardPodAffinityWeight)); err != nil {
-						return err
-					}
-				}
-			}
-			// For every soft pod affinity term of <existingPod>, if <pod> matches the term,
-			// increment <pm.counts> for every node in the cluster with the same <term.TopologyKey>
-			// value as that of <existingPod>'s node by the term's weight.
-			terms := existingPodAffinity.PodAffinity.PreferredDuringSchedulingIgnoredDuringExecution
-			if err := pm.processTerms(terms, existingPod, pod, existingPodNode, 1); err != nil {
-				return err
-			}
-		}
-		if existingHasAntiAffinityConstraints {
-			// For every soft pod anti-affinity term of <existingPod>, if <pod> matches the term,
-			// decrement <pm.counts> for every node in the cluster with the same <term.TopologyKey>
-			// value as that of <existingPod>'s node by the term's weight.
-			terms := existingPodAffinity.PodAntiAffinity.PreferredDuringSchedulingIgnoredDuringExecution
-			if err := pm.processTerms(terms, existingPod, pod, existingPodNode, -1); err != nil {
-				return err
-			}
-		}
-		return nil
+	pm := podAffinityPriorityMap{
+		topologyScore:         make(topologyPairToScore),
+		affinityTerms:         affinityTerms,
+		antiAffinityTerms:     antiAffinityTerms,
+		hardPodAffinityWeight: hardPodAffinityWeight,
 	}

 	errCh := schedutil.NewErrorChannel()
@@ -245,22 +291,18 @@ func buildTopologyPairToScore(
 	processNode := func(i int) {
 		nodeInfo := allNodes[i]
 		if nodeInfo.Node() != nil {
+			// Unless the pod being scheduled has affinity terms, we only
+			// need to process pods with affinity in the node.
+			podsToProcess := nodeInfo.PodsWithAffinity()
 			if hasAffinityConstraints || hasAntiAffinityConstraints {
 				// We need to process all the pods.
-				for _, existingPod := range nodeInfo.Pods() {
-					if err := processPod(existingPod); err != nil {
-						errCh.SendErrorWithCancel(err, cancel)
-						return
-					}
-				}
-			} else {
-				// The pod doesn't have any constraints - we need to check only existing
-				// ones that have some.
-				for _, existingPod := range nodeInfo.PodsWithAffinity() {
-					if err := processPod(existingPod); err != nil {
-						errCh.SendErrorWithCancel(err, cancel)
-						return
-					}
+				podsToProcess = nodeInfo.Pods()
+			}
+
+			for _, existingPod := range podsToProcess {
+				if err := pm.processExistingPod(existingPod, nodeInfo, pod); err != nil {
+					errCh.SendErrorWithCancel(err, cancel)
+					return
 				}
 			}
 		}