milvus/tests/integration/target/target_test.go

224 lines
7.3 KiB
Go

// 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 target
import (
"context"
"fmt"
"sync"
"testing"
"time"
"github.com/stretchr/testify/suite"
"go.uber.org/zap"
"google.golang.org/protobuf/proto"
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/pkg/v2/log"
"github.com/milvus-io/milvus/pkg/v2/proto/querypb"
"github.com/milvus-io/milvus/pkg/v2/util/commonpbutil"
"github.com/milvus-io/milvus/pkg/v2/util/funcutil"
"github.com/milvus-io/milvus/pkg/v2/util/merr"
"github.com/milvus-io/milvus/pkg/v2/util/metric"
"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
"github.com/milvus-io/milvus/tests/integration"
)
const (
dim = 128
dbName = ""
)
type TargetTestSuit struct {
integration.MiniClusterSuite
}
func (s *TargetTestSuit) SetupSuite() {
paramtable.Init()
paramtable.Get().Save(paramtable.Get().QueryCoordCfg.BalanceCheckInterval.Key, "1000")
paramtable.Get().Save(paramtable.Get().QueryNodeCfg.GracefulStopTimeout.Key, "1")
s.Require().NoError(s.SetupEmbedEtcd())
}
func (s *TargetTestSuit) initCollection(collectionName string, replica int, channelNum int, segmentNum int, segmentRowNum int) {
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
schema := integration.ConstructSchema(collectionName, dim, true)
marshaledSchema, err := proto.Marshal(schema)
s.NoError(err)
createCollectionStatus, err := s.Cluster.Proxy.CreateCollection(ctx, &milvuspb.CreateCollectionRequest{
DbName: dbName,
CollectionName: collectionName,
Schema: marshaledSchema,
ShardsNum: int32(channelNum),
})
s.NoError(err)
s.True(merr.Ok(createCollectionStatus))
log.Info("CreateCollection result", zap.Any("createCollectionStatus", createCollectionStatus))
showCollectionsResp, err := s.Cluster.Proxy.ShowCollections(ctx, &milvuspb.ShowCollectionsRequest{})
s.NoError(err)
s.True(merr.Ok(showCollectionsResp.Status))
log.Info("ShowCollections result", zap.Any("showCollectionsResp", showCollectionsResp))
for i := 0; i < segmentNum; i++ {
s.insertToCollection(ctx, dbName, collectionName, segmentRowNum, dim)
}
// create index
createIndexStatus, err := s.Cluster.Proxy.CreateIndex(ctx, &milvuspb.CreateIndexRequest{
CollectionName: collectionName,
FieldName: integration.FloatVecField,
IndexName: "_default",
ExtraParams: integration.ConstructIndexParam(dim, integration.IndexFaissIvfFlat, metric.L2),
})
s.NoError(err)
s.True(merr.Ok(createIndexStatus))
s.WaitForIndexBuilt(ctx, collectionName, integration.FloatVecField)
for i := 1; i < replica; i++ {
s.Cluster.AddQueryNode()
}
// load
loadStatus, err := s.Cluster.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
DbName: dbName,
CollectionName: collectionName,
ReplicaNumber: int32(replica),
})
s.NoError(err)
s.Equal(commonpb.ErrorCode_Success, loadStatus.GetErrorCode())
s.True(merr.Ok(loadStatus))
s.WaitForLoad(ctx, collectionName)
log.Info("initCollection Done")
}
func (s *TargetTestSuit) insertToCollection(ctx context.Context, dbName string, collectionName string, rowCount int, dim int) {
fVecColumn := integration.NewFloatVectorFieldData(integration.FloatVecField, rowCount, dim)
hashKeys := integration.GenerateHashKeys(rowCount)
insertResult, err := s.Cluster.Proxy.Insert(ctx, &milvuspb.InsertRequest{
DbName: dbName,
CollectionName: collectionName,
FieldsData: []*schemapb.FieldData{fVecColumn},
HashKeys: hashKeys,
NumRows: uint32(rowCount),
})
s.NoError(err)
s.True(merr.Ok(insertResult.Status))
// flush
flushResp, err := s.Cluster.Proxy.Flush(ctx, &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)
s.WaitForFlush(ctx, ids, flushTs, dbName, collectionName)
}
func (s *TargetTestSuit) TestQueryCoordRestart() {
name := "test_balance_" + funcutil.GenRandomStr()
// generate 20 small segments here, which will make segment list changes by time
s.initCollection(name, 1, 2, 2, 2000)
ctx := context.Background()
info, err := s.Cluster.Proxy.DescribeCollection(ctx, &milvuspb.DescribeCollectionRequest{
Base: commonpbutil.NewMsgBase(),
CollectionName: name,
})
s.NoError(err)
s.True(merr.Ok(info.GetStatus()))
collectionID := info.GetCollectionID()
// wait until all shards are ready
// cause showCollections won't just wait all collection becomes loaded, proxy will use retry to block until all shard are ready
s.Eventually(func() bool {
resp, err := s.Cluster.QueryCoord.GetShardLeaders(ctx, &querypb.GetShardLeadersRequest{
Base: commonpbutil.NewMsgBase(),
CollectionID: collectionID,
})
return err == nil && merr.Ok(resp.GetStatus()) && len(resp.Shards) == 2
}, 60*time.Second, 1*time.Second)
// trigger old coord stop
s.Cluster.StopQueryCoord()
// keep insert, make segment list change every 3 seconds
closeInsertCh := make(chan struct{})
wg := sync.WaitGroup{}
wg.Add(1)
go func() {
defer wg.Done()
for {
select {
case <-closeInsertCh:
log.Info("insert to collection finished")
return
case <-time.After(time.Second):
s.insertToCollection(ctx, dbName, name, 2000, dim)
log.Info("insert 2000 rows to collection finished")
}
}
}()
// sleep 30s, wait new flushed segment generated
time.Sleep(30 * time.Second)
port, err := s.Cluster.GetAvailablePort()
s.NoError(err)
paramtable.Get().Save(paramtable.Get().QueryCoordGrpcServerCfg.Port.Key, fmt.Sprint(port))
// start a new QC
s.Cluster.StartQueryCoord()
// after new QC become Active, expected the new target is ready immediately, and get shard leader success
s.Eventually(func() bool {
resp, err := s.Cluster.QueryCoord.CheckHealth(ctx, &milvuspb.CheckHealthRequest{})
s.NoError(err)
if resp.IsHealthy {
resp, err := s.Cluster.QueryCoord.GetShardLeaders(ctx, &querypb.GetShardLeadersRequest{
Base: commonpbutil.NewMsgBase(),
CollectionID: collectionID,
})
log.Info("resp", zap.Any("status", resp.GetStatus()), zap.Any("shards", resp.Shards))
s.NoError(err)
s.True(merr.Ok(resp.GetStatus()))
return len(resp.Shards) == 2
}
return false
}, 60*time.Second, 1*time.Second)
close(closeInsertCh)
wg.Wait()
}
func TestTarget(t *testing.T) {
suite.Run(t, new(TargetTestSuit))
}