scheduler: dynamically adjust the retry limit according to the operator

server/schedulers/balance_leader.go

@@ -71,6 +71,7 @@ type balanceLeaderSchedulerConfig struct {
 
 type balanceLeaderScheduler struct {
 	*BaseScheduler
+	*retryQuota
 	conf         *balanceLeaderSchedulerConfig
 	opController *schedule.OperatorController
 	filters      []filter.Filter
@@ -84,6 +85,7 @@ func newBalanceLeaderScheduler(opController *schedule.OperatorController, conf *
 
 	s := &balanceLeaderScheduler{
 		BaseScheduler: base,
+		retryQuota:    newRetryQuota(balanceLeaderRetryLimit, defaultMinRetryLimit, defaultRetryQuotaAttenuation),
 		conf:          conf,
 		opController:  opController,
 		counter:       balanceLeaderCounter,
@@ -154,40 +156,46 @@ func (l *balanceLeaderScheduler) Schedule(cluster opt.Cluster) []*operator.Opera
 	})
 	sort.Slice(targets, func(i, j int) bool {
 		iOp := plan.GetOpInfluence(targets[i].GetID())
-		jOp := plan.GetOpInfluence(targets[i].GetID())
+		jOp := plan.GetOpInfluence(targets[j].GetID())
 		return targets[i].LeaderScore(leaderSchedulePolicy, iOp) <
 			targets[j].LeaderScore(leaderSchedulePolicy, jOp)
 	})
 
 	for i := 0; i < len(sources) || i < len(targets); i++ {
 		if i < len(sources) {
 			plan.source, plan.target = sources[i], nil
+			retryLimit := l.retryQuota.GetLimit(plan.source)
 			log.Debug("store leader score", zap.String("scheduler", l.GetName()), zap.Uint64("source-store", plan.SourceStoreID()))
 			l.counter.WithLabelValues("high-score", plan.SourceMetricLabel()).Inc()
-			for j := 0; j < balanceLeaderRetryLimit; j++ {
+			for j := 0; j < retryLimit; j++ {
 				schedulerCounter.WithLabelValues(l.GetName(), "total").Inc()
 				if ops := l.transferLeaderOut(plan); len(ops) > 0 {
+					l.retryQuota.ResetLimit(plan.source)
 					ops[0].Counters = append(ops[0].Counters, l.counter.WithLabelValues("transfer-out", plan.SourceMetricLabel()))
 					return ops
 				}
 			}
+			l.Attenuate(plan.source)
 			log.Debug("no operator created for selected stores", zap.String("scheduler", l.GetName()), zap.Uint64("source", plan.SourceStoreID()))
 		}
 		if i < len(targets) {
 			plan.source, plan.target = nil, targets[i]
+			retryLimit := l.retryQuota.GetLimit(plan.target)
 			log.Debug("store leader score", zap.String("scheduler", l.GetName()), zap.Uint64("target-store", plan.TargetStoreID()))
 			l.counter.WithLabelValues("low-score", plan.TargetMetricLabel()).Inc()
-
-			for j := 0; j < balanceLeaderRetryLimit; j++ {
+			for j := 0; j < retryLimit; j++ {
 				schedulerCounter.WithLabelValues(l.GetName(), "total").Inc()
 				if ops := l.transferLeaderIn(plan); len(ops) > 0 {
+					l.retryQuota.ResetLimit(plan.target)
 					ops[0].Counters = append(ops[0].Counters, l.counter.WithLabelValues("transfer-in", plan.TargetMetricLabel()))
 					return ops
 				}
 			}
+			l.Attenuate(plan.target)
 			log.Debug("no operator created for selected stores", zap.String("scheduler", l.GetName()), zap.Uint64("target", plan.TargetStoreID()))
 		}
 	}
+	l.retryQuota.GC(append(sources, targets...))
 	return nil
 }
 

server/schedulers/balance_region.go

@@ -71,6 +71,7 @@ type balanceRegionSchedulerConfig struct {
 
 type balanceRegionScheduler struct {
 	*BaseScheduler
+	*retryQuota
 	conf         *balanceRegionSchedulerConfig
 	opController *schedule.OperatorController
 	filters      []filter.Filter
@@ -83,6 +84,7 @@ func newBalanceRegionScheduler(opController *schedule.OperatorController, conf *
 	base := NewBaseScheduler(opController)
 	scheduler := &balanceRegionScheduler{
 		BaseScheduler: base,
+		retryQuota:    newRetryQuota(balanceRegionRetryLimit, defaultMinRetryLimit, defaultRetryQuotaAttenuation),
 		conf:          conf,
 		opController:  opController,
 		counter:       balanceRegionCounter,
@@ -151,7 +153,8 @@ func (s *balanceRegionScheduler) Schedule(cluster opt.Cluster) []*operator.Opera
 			stores[j].RegionScore(opts.GetRegionScoreFormulaVersion(), opts.GetHighSpaceRatio(), opts.GetLowSpaceRatio(), jOp)
 	})
 	for _, plan.source = range stores {
-		for i := 0; i < balanceRegionRetryLimit; i++ {
+		retryLimit := s.retryQuota.GetLimit(plan.source)
+		for i := 0; i < retryLimit; i++ {
 			schedulerCounter.WithLabelValues(s.GetName(), "total").Inc()
 			// Priority pick the region that has a pending peer.
 			// Pending region may means the disk is overload, remove the pending region firstly.
@@ -188,11 +191,14 @@ func (s *balanceRegionScheduler) Schedule(cluster opt.Cluster) []*operator.Opera
 			}
 
 			if op := s.transferPeer(plan); op != nil {
+				s.retryQuota.ResetLimit(plan.source)
 				op.Counters = append(op.Counters, schedulerCounter.WithLabelValues(s.GetName(), "new-operator"))
 				return []*operator.Operator{op}
 			}
 		}
+		s.retryQuota.Attenuate(plan.source)
 	}
+	s.retryQuota.GC(stores)
 	return nil
 }
 

server/schedulers/utils.go

@@ -34,10 +34,12 @@ import (
 
 const (
 	// adjustRatio is used to adjust TolerantSizeRatio according to region count.
-	adjustRatio             float64 = 0.005
-	leaderTolerantSizeRatio float64 = 5.0
-	minTolerantSizeRatio    float64 = 1.0
-	influenceAmp            int64   = 100
+	adjustRatio                  float64 = 0.005
+	leaderTolerantSizeRatio      float64 = 5.0
+	minTolerantSizeRatio         float64 = 1.0
+	influenceAmp                 int64   = 100
+	defaultMinRetryLimit                 = 1
+	defaultRetryQuotaAttenuation         = 2
 )
 
 type balancePlan struct {
@@ -746,3 +748,53 @@ func filterHotPeers(kind core.ResourceKind, peers []*statistics.HotPeerStat) []*
 	}
 	return ret
 }
+
+type retryQuota struct {
+	initialLimit int
+	minLimit     int
+	attenuation  int
+
+	limits map[uint64]int
+}
+
+func newRetryQuota(initialLimit, minLimit, attenuation int) *retryQuota {
+	return &retryQuota{
+		initialLimit: initialLimit,
+		minLimit:     minLimit,
+		attenuation:  attenuation,
+		limits:       make(map[uint64]int),
+	}
+}
+
+func (q *retryQuota) GetLimit(store *core.StoreInfo) int {
+	id := store.GetID()
+	if limit, ok := q.limits[id]; ok {
+		return limit
+	}
+	q.limits[id] = q.initialLimit
+	return q.initialLimit
+}
+
+func (q *retryQuota) ResetLimit(store *core.StoreInfo) {
+	q.limits[store.GetID()] = q.initialLimit
+}
+
+func (q *retryQuota) Attenuate(store *core.StoreInfo) {
+	newLimit := q.GetLimit(store) / q.attenuation
+	if newLimit < q.minLimit {
+		newLimit = q.minLimit
+	}
+	q.limits[store.GetID()] = newLimit
+}
+
+func (q *retryQuota) GC(keepStores []*core.StoreInfo) {
+	set := make(map[uint64]struct{}, len(keepStores))
+	for _, store := range keepStores {
+		set[store.GetID()] = struct{}{}
+	}
+	for id := range q.limits {
+		if _, ok := set[id]; !ok {
+			delete(q.limits, id)
+		}
+	}
+}

server/schedulers/utils_test.go

@@ -0,0 +1,54 @@
+// Copyright 2021 TiKV Project 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,
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package schedulers
+
+import (
+	. "github.com/pingcap/check"
+	"github.com/pingcap/kvproto/pkg/metapb"
+	"github.com/tikv/pd/server/core"
+)
+
+var _ = Suite(&testUtilsSuite{})
+
+type testUtilsSuite struct{}
+
+func (s *testUtilsSuite) TestRetryQuota(c *C) {
+	q := newRetryQuota(10, 1, 2)
+	store1 := core.NewStoreInfo(&metapb.Store{Id: 1})
+	store2 := core.NewStoreInfo(&metapb.Store{Id: 2})
+	keepStores := []*core.StoreInfo{store1}
+
+	// test GetLimit
+	c.Assert(q.GetLimit(store1), Equals, 10)
+
+	// test Attenuate
+	q.Attenuate(store1)
+	c.Assert(q.GetLimit(store1), Equals, 5)
+	for i := 0; i < 10; i++ {
+		q.Attenuate(store1)
+	}
+	c.Assert(q.GetLimit(store1), Equals, 1)
+
+	// test GC
+	c.Assert(q.GetLimit(store2), Equals, 10)
+	q.Attenuate(store2)
+	c.Assert(q.GetLimit(store2), Equals, 5)
+	q.GC(keepStores)
+	c.Assert(q.GetLimit(store1), Equals, 1)
+	c.Assert(q.GetLimit(store2), Equals, 10)
+
+	// test ResetLimit
+	q.ResetLimit(store1)
+	c.Assert(q.GetLimit(store1), Equals, 10)
+}