// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you 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 coordrecovery import ( "context" "fmt" "strconv" "sync" "testing" "time" "github.com/golang/protobuf/proto" "github.com/stretchr/testify/suite" "go.uber.org/zap" "github.com/milvus-io/milvus-proto/go-api/v2/milvuspb" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" grpcdatacoord "github.com/milvus-io/milvus/internal/distributed/datacoord" grpcquerycoord "github.com/milvus-io/milvus/internal/distributed/querycoord" grpcrootcoord "github.com/milvus-io/milvus/internal/distributed/rootcoord" "github.com/milvus-io/milvus/pkg/common" "github.com/milvus-io/milvus/pkg/log" "github.com/milvus-io/milvus/pkg/util/funcutil" "github.com/milvus-io/milvus/pkg/util/merr" "github.com/milvus-io/milvus/pkg/util/metric" "github.com/milvus-io/milvus/tests/integration" ) type CoordSwitchSuite struct { integration.MiniClusterSuite } const ( Dim = 128 numCollections = 500 rowsPerCollection = 1000 maxGoRoutineNum = 100 maxAllowedInitTimeInSeconds = 20 ) var searchName = "" func (s *CoordSwitchSuite) loadCollection(collectionName string, dim int) { c := s.Cluster dbName := "" schema := integration.ConstructSchema(collectionName, dim, true) marshaledSchema, err := proto.Marshal(schema) s.NoError(err) createCollectionStatus, err := c.Proxy.CreateCollection(context.TODO(), &milvuspb.CreateCollectionRequest{ DbName: dbName, CollectionName: collectionName, Schema: marshaledSchema, ShardsNum: common.DefaultShardsNum, }) s.NoError(err) err = merr.Error(createCollectionStatus) s.NoError(err) showCollectionsResp, err := c.Proxy.ShowCollections(context.TODO(), &milvuspb.ShowCollectionsRequest{}) s.NoError(err) s.True(merr.Ok(showCollectionsResp.GetStatus())) batchSize := 500000 for start := 0; start < rowsPerCollection; start += batchSize { rowNum := batchSize if start+batchSize > rowsPerCollection { rowNum = rowsPerCollection - start } fVecColumn := integration.NewFloatVectorFieldData(integration.FloatVecField, rowNum, dim) hashKeys := integration.GenerateHashKeys(rowNum) insertResult, err := c.Proxy.Insert(context.TODO(), &milvuspb.InsertRequest{ DbName: dbName, CollectionName: collectionName, FieldsData: []*schemapb.FieldData{fVecColumn}, HashKeys: hashKeys, NumRows: uint32(rowNum), }) s.NoError(err) s.True(merr.Ok(insertResult.GetStatus())) } log.Info("=========================Data insertion finished=========================") // flush flushResp, err := c.Proxy.Flush(context.TODO(), &milvuspb.FlushRequest{ DbName: dbName, CollectionNames: []string{collectionName}, }) s.NoError(err) segmentIDs, has := flushResp.GetCollSegIDs()[collectionName] ids := segmentIDs.GetData() s.Require().NotEmpty(segmentIDs) s.Require().True(has) flushTs, has := flushResp.GetCollFlushTs()[collectionName] s.True(has) segments, err := c.MetaWatcher.ShowSegments() s.NoError(err) s.NotEmpty(segments) s.WaitForFlush(context.TODO(), ids, flushTs, dbName, collectionName) log.Info("=========================Data flush finished=========================") // create index createIndexStatus, err := c.Proxy.CreateIndex(context.TODO(), &milvuspb.CreateIndexRequest{ CollectionName: collectionName, FieldName: integration.FloatVecField, IndexName: "_default", ExtraParams: integration.ConstructIndexParam(dim, integration.IndexFaissIvfFlat, metric.IP), }) s.NoError(err) err = merr.Error(createIndexStatus) s.NoError(err) s.WaitForIndexBuilt(context.TODO(), collectionName, integration.FloatVecField) log.Info("=========================Index created=========================") // load loadStatus, err := c.Proxy.LoadCollection(context.TODO(), &milvuspb.LoadCollectionRequest{ DbName: dbName, CollectionName: collectionName, }) s.NoError(err) err = merr.Error(loadStatus) s.NoError(err) s.WaitForLoad(context.TODO(), collectionName) log.Info("=========================Collection loaded=========================") } func (s *CoordSwitchSuite) checkCollections() bool { req := &milvuspb.ShowCollectionsRequest{ DbName: "", TimeStamp: 0, // means now } resp, err := s.Cluster.Proxy.ShowCollections(context.TODO(), req) s.Require().NoError(merr.CheckRPCCall(resp, err)) s.Require().Equal(len(resp.CollectionIds), numCollections) notLoaded := 0 loaded := 0 for _, name := range resp.CollectionNames { loadProgress, err := s.Cluster.Proxy.GetLoadingProgress(context.TODO(), &milvuspb.GetLoadingProgressRequest{ DbName: "", CollectionName: name, }) s.NoError(err) if loadProgress.GetProgress() != int64(100) { notLoaded++ } else { searchName = name loaded++ } } log.Info(fmt.Sprintf("loading status: %d/%d", loaded, len(resp.GetCollectionNames()))) return notLoaded == 0 } func (s *CoordSwitchSuite) search(collectionName string, dim int) { c := s.Cluster var err error // Query queryReq := &milvuspb.QueryRequest{ Base: nil, CollectionName: collectionName, PartitionNames: nil, Expr: "", OutputFields: []string{"count(*)"}, TravelTimestamp: 0, GuaranteeTimestamp: 0, } queryResult, err := c.Proxy.Query(context.TODO(), queryReq) s.Require().NoError(merr.CheckRPCCall(queryResult, err)) s.Equal(len(queryResult.FieldsData), 1) numEntities := queryResult.FieldsData[0].GetScalars().GetLongData().Data[0] s.Equal(numEntities, int64(rowsPerCollection)) // Search expr := fmt.Sprintf("%s > 0", integration.Int64Field) nq := 10 topk := 10 roundDecimal := -1 radius := 10 params := integration.GetSearchParams(integration.IndexFaissIvfFlat, metric.IP) params["radius"] = radius searchReq := integration.ConstructSearchRequest("", collectionName, expr, integration.FloatVecField, schemapb.DataType_FloatVector, nil, metric.IP, params, nq, dim, topk, roundDecimal) searchResult, err := c.Proxy.Search(context.TODO(), searchReq) s.NoError(merr.CheckRPCCall(searchResult, err)) } func (s *CoordSwitchSuite) insertBatchCollections(prefix string, collectionBatchSize, idxStart, dim int, wg *sync.WaitGroup) { for idx := 0; idx < collectionBatchSize; idx++ { collectionName := prefix + "_" + strconv.Itoa(idxStart+idx) s.loadCollection(collectionName, dim) } wg.Done() } func (s *CoordSwitchSuite) setupData() { goRoutineNum := maxGoRoutineNum if goRoutineNum > numCollections { goRoutineNum = numCollections } collectionBatchSize := numCollections / goRoutineNum log.Info(fmt.Sprintf("=========================test with Dim=%d, rowsPerCollection=%d, numCollections=%d, goRoutineNum=%d==================", Dim, rowsPerCollection, numCollections, goRoutineNum)) log.Info("=========================Start to inject data=========================") prefix := "TestCoordSwitch" + funcutil.GenRandomStr() searchName := prefix + "_0" wg := sync.WaitGroup{} for idx := 0; idx < goRoutineNum; idx++ { wg.Add(1) go s.insertBatchCollections(prefix, collectionBatchSize, idx*collectionBatchSize, Dim, &wg) } wg.Wait() log.Info("=========================Data injection finished=========================") s.Require().True(s.checkCollections()) log.Info(fmt.Sprintf("=========================start to search %s=========================", searchName)) s.search(searchName, Dim) log.Info("=========================Search finished=========================") } func (s *CoordSwitchSuite) switchCoord() float64 { var err error c := s.Cluster start := time.Now() log.Info("=========================Stopping Coordinators========================") c.RootCoord.Stop() c.DataCoord.Stop() c.QueryCoord.Stop() log.Info("=========================Coordinators stopped=========================", zap.Duration("elapsed", time.Since(start))) start = time.Now() c.RootCoord, err = grpcrootcoord.NewServer(context.TODO(), c.GetFactory()) s.NoError(err) c.DataCoord = grpcdatacoord.NewServer(context.TODO(), c.GetFactory()) c.QueryCoord, err = grpcquerycoord.NewServer(context.TODO(), c.GetFactory()) s.NoError(err) log.Info("=========================Coordinators recreated=========================") err = c.RootCoord.Run() s.NoError(err) log.Info("=========================RootCoord restarted=========================") err = c.DataCoord.Run() s.NoError(err) log.Info("=========================DataCoord restarted=========================") err = c.QueryCoord.Run() s.NoError(err) log.Info("=========================QueryCoord restarted=========================") for i := 0; i < 1000; i++ { time.Sleep(time.Second) if s.checkCollections() { break } } elapsed := time.Since(start).Seconds() log.Info(fmt.Sprintf("=========================CheckCollections Done in %f seconds=========================", elapsed)) s.search(searchName, Dim) log.Info("=========================Search finished after reboot=========================") return elapsed } func (s *CoordSwitchSuite) TestCoordSwitch() { s.setupData() var totalElapsed, minTime, maxTime float64 = 0, -1, -1 rounds := 10 for idx := 0; idx < rounds; idx++ { t := s.switchCoord() totalElapsed += t if t < minTime || minTime < 0 { minTime = t } if t > maxTime || maxTime < 0 { maxTime = t } } log.Info(fmt.Sprintf("=========================Coordinators init time avg=%fs(%fs/%d), min=%fs, max=%fs=========================", totalElapsed/float64(rounds), totalElapsed, rounds, minTime, maxTime)) s.True(totalElapsed < float64(maxAllowedInitTimeInSeconds*rounds)) } func TestCoordSwitch(t *testing.T) { suite.Run(t, new(CoordSwitchSuite)) }