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https://gitee.com/milvus-io/milvus.git
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03eaa5d478
issue: #30816 pr #31319 introduce the logic that segment checker need to load level zero segment which only exist in current target. This PR fix load segment task promote failed when segment only belongs to current target --------- Signed-off-by: Wei Liu <wei.liu@zilliz.com>
342 lines
12 KiB
Go
342 lines
12 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package balance
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import (
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"context"
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"fmt"
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"strconv"
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"strings"
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"testing"
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"time"
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"github.com/golang/protobuf/proto"
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"github.com/samber/lo"
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"github.com/stretchr/testify/suite"
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"go.uber.org/zap"
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"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
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"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
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"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
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"github.com/milvus-io/milvus/internal/proto/datapb"
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"github.com/milvus-io/milvus/internal/proto/querypb"
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"github.com/milvus-io/milvus/pkg/log"
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"github.com/milvus-io/milvus/pkg/util/commonpbutil"
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"github.com/milvus-io/milvus/pkg/util/funcutil"
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"github.com/milvus-io/milvus/pkg/util/merr"
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"github.com/milvus-io/milvus/pkg/util/metric"
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"github.com/milvus-io/milvus/pkg/util/paramtable"
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"github.com/milvus-io/milvus/tests/integration"
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)
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type BalanceTestSuit struct {
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integration.MiniClusterSuite
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}
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func (s *BalanceTestSuit) SetupSuite() {
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paramtable.Init()
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paramtable.Get().Save(paramtable.Get().QueryCoordCfg.BalanceCheckInterval.Key, "1000")
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paramtable.Get().Save(paramtable.Get().QueryNodeCfg.GracefulStopTimeout.Key, "1")
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s.Require().NoError(s.SetupEmbedEtcd())
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}
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func (s *BalanceTestSuit) initCollection(collectionName string, replica int, channelNum int, segmentNum int, segmentRowNum int, segmentDeleteNum int) {
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ctx, cancel := context.WithCancel(context.Background())
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defer cancel()
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const (
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dim = 128
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dbName = ""
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)
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schema := integration.ConstructSchema(collectionName, dim, true)
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marshaledSchema, err := proto.Marshal(schema)
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s.NoError(err)
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createCollectionStatus, err := s.Cluster.Proxy.CreateCollection(ctx, &milvuspb.CreateCollectionRequest{
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DbName: dbName,
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CollectionName: collectionName,
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Schema: marshaledSchema,
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ShardsNum: int32(channelNum),
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})
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s.NoError(err)
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s.True(merr.Ok(createCollectionStatus))
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log.Info("CreateCollection result", zap.Any("createCollectionStatus", createCollectionStatus))
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showCollectionsResp, err := s.Cluster.Proxy.ShowCollections(ctx, &milvuspb.ShowCollectionsRequest{})
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s.NoError(err)
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s.True(merr.Ok(showCollectionsResp.Status))
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log.Info("ShowCollections result", zap.Any("showCollectionsResp", showCollectionsResp))
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for i := 0; i < segmentNum; i++ {
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fVecColumn := integration.NewFloatVectorFieldData(integration.FloatVecField, segmentRowNum, dim)
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hashKeys := integration.GenerateHashKeys(segmentRowNum)
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insertResult, err := s.Cluster.Proxy.Insert(ctx, &milvuspb.InsertRequest{
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DbName: dbName,
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CollectionName: collectionName,
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FieldsData: []*schemapb.FieldData{fVecColumn},
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HashKeys: hashKeys,
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NumRows: uint32(segmentRowNum),
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})
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s.NoError(err)
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s.True(merr.Ok(insertResult.Status))
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if segmentDeleteNum > 0 {
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if segmentDeleteNum > segmentRowNum {
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segmentDeleteNum = segmentRowNum
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}
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pks := insertResult.GetIDs().GetIntId().GetData()
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expr := fmt.Sprintf("%s in [%s]", integration.Int64Field, strings.Join(lo.Map(pks, func(pk int64, _ int) string { return strconv.FormatInt(pk, 10) }), ","))
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log.Info("========================delete expr==================",
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zap.String("expr", expr),
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)
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deleteResp, err := s.Cluster.Proxy.Delete(ctx, &milvuspb.DeleteRequest{
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CollectionName: collectionName,
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Expr: expr,
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})
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s.Require().NoError(err)
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s.Require().True(merr.Ok(deleteResp.GetStatus()))
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s.Require().EqualValues(len(pks), deleteResp.GetDeleteCnt())
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}
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// flush
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flushResp, err := s.Cluster.Proxy.Flush(ctx, &milvuspb.FlushRequest{
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DbName: dbName,
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CollectionNames: []string{collectionName},
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})
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s.NoError(err)
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segmentIDs, has := flushResp.GetCollSegIDs()[collectionName]
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ids := segmentIDs.GetData()
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s.Require().NotEmpty(segmentIDs)
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s.Require().True(has)
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flushTs, has := flushResp.GetCollFlushTs()[collectionName]
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s.True(has)
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s.WaitForFlush(ctx, ids, flushTs, dbName, collectionName)
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}
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// create index
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createIndexStatus, err := s.Cluster.Proxy.CreateIndex(ctx, &milvuspb.CreateIndexRequest{
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CollectionName: collectionName,
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FieldName: integration.FloatVecField,
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IndexName: "_default",
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ExtraParams: integration.ConstructIndexParam(dim, integration.IndexFaissIvfFlat, metric.L2),
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})
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s.NoError(err)
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s.True(merr.Ok(createIndexStatus))
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s.WaitForIndexBuilt(ctx, collectionName, integration.FloatVecField)
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for i := 1; i < replica; i++ {
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s.Cluster.AddQueryNode()
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}
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// load
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loadStatus, err := s.Cluster.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
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DbName: dbName,
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CollectionName: collectionName,
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ReplicaNumber: int32(replica),
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})
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s.NoError(err)
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s.Equal(commonpb.ErrorCode_Success, loadStatus.GetErrorCode())
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s.True(merr.Ok(loadStatus))
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s.WaitForLoad(ctx, collectionName)
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log.Info("initCollection Done")
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}
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func (s *BalanceTestSuit) TestBalanceOnSingleReplica() {
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name := "test_balance_" + funcutil.GenRandomStr()
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s.initCollection(name, 1, 2, 2, 2000, 500)
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ctx := context.Background()
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// disable compact
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s.Cluster.DataCoord.GcControl(ctx, &datapb.GcControlRequest{
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Base: commonpbutil.NewMsgBase(),
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Command: datapb.GcCommand_Pause,
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Params: []*commonpb.KeyValuePair{
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{Key: "duration", Value: "3600"},
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},
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})
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defer s.Cluster.DataCoord.GcControl(ctx, &datapb.GcControlRequest{
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Base: commonpbutil.NewMsgBase(),
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Command: datapb.GcCommand_Resume,
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})
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// add a querynode, expected balance happens
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qn := s.Cluster.AddQueryNode()
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// check segment number on new querynode
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s.Eventually(func() bool {
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resp, err := qn.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
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return len(resp.Channels) == 1 && len(resp.Segments) >= 2
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}, 30*time.Second, 1*time.Second)
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// check total segment number
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s.Eventually(func() bool {
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count := 0
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for _, node := range s.Cluster.GetAllQueryNodes() {
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resp1, err := node.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
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s.NoError(err)
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s.True(merr.Ok(resp1.GetStatus()))
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count += len(resp1.Segments)
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}
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return count == 8
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}, 10*time.Second, 1*time.Second)
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}
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func (s *BalanceTestSuit) TestBalanceOnMultiReplica() {
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ctx := context.Background()
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// disable compact
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s.Cluster.DataCoord.GcControl(ctx, &datapb.GcControlRequest{
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Base: commonpbutil.NewMsgBase(),
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Command: datapb.GcCommand_Pause,
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Params: []*commonpb.KeyValuePair{
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{Key: "duration", Value: "3600"},
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},
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})
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defer s.Cluster.DataCoord.GcControl(ctx, &datapb.GcControlRequest{
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Base: commonpbutil.NewMsgBase(),
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Command: datapb.GcCommand_Resume,
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})
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// init collection with 2 channel, each channel has 4 segment, each segment has 2000 row
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// and load it with 2 replicas on 2 nodes.
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// then we add 2 query node, after balance happens, expected each node have 1 channel and 2 segments
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name := "test_balance_" + funcutil.GenRandomStr()
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s.initCollection(name, 2, 2, 2, 2000, 500)
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resp, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{CollectionName: name})
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s.NoError(err)
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s.Len(resp.Replicas, 2)
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// add a querynode, expected balance happens
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qn1 := s.Cluster.AddQueryNode()
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qn2 := s.Cluster.AddQueryNode()
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// check segment num on new query node
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s.Eventually(func() bool {
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resp, err := qn1.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
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s.NoError(err)
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return len(resp.Channels) == 1 && len(resp.Segments) >= 2
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}, 30*time.Second, 1*time.Second)
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s.Eventually(func() bool {
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resp, err := qn2.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
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s.NoError(err)
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return len(resp.Channels) == 1 && len(resp.Segments) >= 2
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}, 30*time.Second, 1*time.Second)
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// check total segment num
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s.Eventually(func() bool {
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count := 0
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for _, node := range s.Cluster.GetAllQueryNodes() {
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resp1, err := node.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
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s.NoError(err)
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s.True(merr.Ok(resp1.GetStatus()))
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count += len(resp1.Segments)
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}
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return count == 16
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}, 10*time.Second, 1*time.Second)
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}
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func (s *BalanceTestSuit) TestNodeDown() {
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ctx := context.Background()
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// disable compact
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s.Cluster.DataCoord.GcControl(ctx, &datapb.GcControlRequest{
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Base: commonpbutil.NewMsgBase(),
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Command: datapb.GcCommand_Pause,
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Params: []*commonpb.KeyValuePair{
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{Key: "duration", Value: "3600"},
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},
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})
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defer s.Cluster.DataCoord.GcControl(ctx, &datapb.GcControlRequest{
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Base: commonpbutil.NewMsgBase(),
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Command: datapb.GcCommand_Resume,
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})
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// disable balance channel
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paramtable.Get().Save(paramtable.Get().QueryCoordCfg.AutoBalanceChannel.Key, "false")
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paramtable.Get().Save(paramtable.Get().QueryCoordCfg.EnableStoppingBalance.Key, "false")
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// init collection with 3 channel, each channel has 15 segment, each segment has 2000 row
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// and load it with 2 replicas on 2 nodes.
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name := "test_balance_" + funcutil.GenRandomStr()
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s.initCollection(name, 1, 2, 15, 2000, 500)
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// then we add 2 query node, after balance happens, expected each node have 1 channel and 2 segments
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qn1 := s.Cluster.AddQueryNode()
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qn2 := s.Cluster.AddQueryNode()
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// check segment num on new query node
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s.Eventually(func() bool {
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resp, err := qn1.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
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log.Info("resp", zap.Any("channel", resp.Channels), zap.Any("segments", resp.Segments))
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return len(resp.Channels) == 0 && len(resp.Segments) >= 10
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}, 30*time.Second, 1*time.Second)
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s.Eventually(func() bool {
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resp, err := qn2.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
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log.Info("resp", zap.Any("channel", resp.Channels), zap.Any("segments", resp.Segments))
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return len(resp.Channels) == 0 && len(resp.Segments) >= 10
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}, 30*time.Second, 1*time.Second)
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// then we force stop qn1 and resume balance channel, let balance channel and load segment happens concurrently on qn2
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paramtable.Get().Reset(paramtable.Get().QueryCoordCfg.AutoBalanceChannel.Key)
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time.Sleep(1 * time.Second)
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qn1.Stop()
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info, err := s.Cluster.Proxy.DescribeCollection(ctx, &milvuspb.DescribeCollectionRequest{
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Base: commonpbutil.NewMsgBase(),
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CollectionName: name,
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})
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s.NoError(err)
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s.True(merr.Ok(info.GetStatus()))
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collectionID := info.GetCollectionID()
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// expected channel and segment concurrent move to qn2
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s.Eventually(func() bool {
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resp, err := qn2.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
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log.Info("resp", zap.Any("channel", resp.Channels), zap.Any("segments", resp.Segments))
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return len(resp.Channels) == 1 && len(resp.Segments) >= 15
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}, 30*time.Second, 1*time.Second)
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// expect all delegator will recover to healthy
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s.Eventually(func() bool {
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resp, err := s.Cluster.QueryCoord.GetShardLeaders(ctx, &querypb.GetShardLeadersRequest{
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Base: commonpbutil.NewMsgBase(),
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CollectionID: collectionID,
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})
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s.NoError(err)
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return len(resp.Shards) == 2
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}, 30*time.Second, 1*time.Second)
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}
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func TestBalance(t *testing.T) {
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suite.Run(t, new(BalanceTestSuit))
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}
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