milvus/internal/querynodev2/delegator/delta_forward_test.go
congqixia 10460ed3f8
enhance: Simplify querynode tsafe & reduce goroutine number (#38416)
Related to #37630

TSafe manager is too complex for current implementation and each
delegator need one goroutine waiting for tsafe update event.

Tsafe updating could be executed in pipeline. This PR remove tsafe
manager and simplify the entire logic of tsafe updating.

Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
2024-12-13 10:56:43 +08:00

500 lines
16 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 delegator
import (
"context"
"math/rand"
"testing"
"github.com/cockroachdb/errors"
"github.com/samber/lo"
"github.com/stretchr/testify/mock"
"github.com/stretchr/testify/suite"
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/internal/proto/datapb"
"github.com/milvus-io/milvus/internal/proto/querypb"
"github.com/milvus-io/milvus/internal/proto/segcorepb"
"github.com/milvus-io/milvus/internal/querynodev2/cluster"
"github.com/milvus-io/milvus/internal/querynodev2/pkoracle"
"github.com/milvus-io/milvus/internal/querynodev2/segments"
"github.com/milvus-io/milvus/internal/storage"
"github.com/milvus-io/milvus/pkg/common"
"github.com/milvus-io/milvus/pkg/mq/msgstream"
"github.com/milvus-io/milvus/pkg/util/merr"
"github.com/milvus-io/milvus/pkg/util/metric"
"github.com/milvus-io/milvus/pkg/util/paramtable"
"github.com/milvus-io/milvus/pkg/util/typeutil"
)
type StreamingForwardSuite struct {
suite.Suite
collectionID int64
partitionIDs []int64
replicaID int64
vchannelName string
version int64
workerManager *cluster.MockManager
manager *segments.Manager
loader *segments.MockLoader
mq *msgstream.MockMsgStream
delegator *shardDelegator
chunkManager storage.ChunkManager
rootPath string
}
func (s *StreamingForwardSuite) SetupSuite() {
paramtable.Init()
paramtable.SetNodeID(1)
}
func (s *StreamingForwardSuite) SetupTest() {
s.collectionID = 1000
s.partitionIDs = []int64{500, 501}
s.replicaID = 65535
s.vchannelName = "rootcoord-dml_1000_v0"
s.version = 2000
s.workerManager = &cluster.MockManager{}
s.manager = segments.NewManager()
s.loader = &segments.MockLoader{}
s.loader.EXPECT().
Load(mock.Anything, s.collectionID, segments.SegmentTypeGrowing, int64(0), mock.Anything).
Call.Return(func(ctx context.Context, collectionID int64, segmentType segments.SegmentType, version int64, infos ...*querypb.SegmentLoadInfo) []segments.Segment {
return lo.Map(infos, func(info *querypb.SegmentLoadInfo, _ int) segments.Segment {
ms := &segments.MockSegment{}
ms.EXPECT().ID().Return(info.GetSegmentID())
ms.EXPECT().Type().Return(segments.SegmentTypeGrowing)
ms.EXPECT().Partition().Return(info.GetPartitionID())
ms.EXPECT().Collection().Return(info.GetCollectionID())
ms.EXPECT().Indexes().Return(nil)
ms.EXPECT().RowNum().Return(info.GetNumOfRows())
ms.EXPECT().Delete(mock.Anything, mock.Anything, mock.Anything).Return(nil)
return ms
})
}, nil)
// init schema
s.manager.Collection.PutOrRef(s.collectionID, &schemapb.CollectionSchema{
Name: "TestCollection",
Fields: []*schemapb.FieldSchema{
{
Name: "id",
FieldID: 100,
IsPrimaryKey: true,
DataType: schemapb.DataType_Int64,
AutoID: true,
},
{
Name: "vector",
FieldID: 101,
IsPrimaryKey: false,
DataType: schemapb.DataType_BinaryVector,
TypeParams: []*commonpb.KeyValuePair{
{
Key: common.DimKey,
Value: "128",
},
},
},
},
}, &segcorepb.CollectionIndexMeta{
MaxIndexRowCount: 100,
IndexMetas: []*segcorepb.FieldIndexMeta{
{
FieldID: 101,
CollectionID: s.collectionID,
IndexName: "binary_index",
TypeParams: []*commonpb.KeyValuePair{
{
Key: common.DimKey,
Value: "128",
},
},
IndexParams: []*commonpb.KeyValuePair{
{
Key: common.IndexTypeKey,
Value: "BIN_IVF_FLAT",
},
{
Key: common.MetricTypeKey,
Value: metric.JACCARD,
},
},
},
},
}, &querypb.LoadMetaInfo{
PartitionIDs: s.partitionIDs,
})
s.mq = &msgstream.MockMsgStream{}
s.rootPath = "delegator_test"
// init chunkManager
chunkManagerFactory := storage.NewTestChunkManagerFactory(paramtable.Get(), s.rootPath)
s.chunkManager, _ = chunkManagerFactory.NewPersistentStorageChunkManager(context.Background())
delegator, err := NewShardDelegator(context.Background(), s.collectionID, s.replicaID, s.vchannelName, s.version, s.workerManager, s.manager, s.loader, &msgstream.MockMqFactory{
NewMsgStreamFunc: func(_ context.Context) (msgstream.MsgStream, error) {
return s.mq, nil
},
}, 10000, nil, s.chunkManager)
s.Require().NoError(err)
sd, ok := delegator.(*shardDelegator)
s.Require().True(ok)
s.delegator = sd
}
func (s *StreamingForwardSuite) TestBFStreamingForward() {
paramtable.Get().Save(paramtable.Get().QueryNodeCfg.StreamingDeltaForwardPolicy.Key, StreamingForwardPolicyBF)
defer paramtable.Get().Reset(paramtable.Get().QueryNodeCfg.StreamingDeltaForwardPolicy.Key)
delegator := s.delegator
// Setup distribution
delegator.distribution.AddGrowing(SegmentEntry{
NodeID: 1,
PartitionID: 1,
SegmentID: 100,
})
delegator.distribution.AddDistributions(SegmentEntry{
NodeID: 1,
PartitionID: 1,
SegmentID: 101,
})
delegator.distribution.AddDistributions(SegmentEntry{
NodeID: 1,
PartitionID: 1,
SegmentID: 102,
})
delegator.distribution.SyncTargetVersion(1, []int64{1}, []int64{100}, []int64{101, 102}, nil)
// Setup pk oracle
// empty bfs will not match
delegator.pkOracle.Register(pkoracle.NewBloomFilterSet(100, 10, commonpb.SegmentState_Growing), 1)
delegator.pkOracle.Register(pkoracle.NewBloomFilterSet(102, 10, commonpb.SegmentState_Sealed), 1)
// candidate key alway match
delegator.pkOracle.Register(pkoracle.NewCandidateKey(101, 10, commonpb.SegmentState_Sealed), 1)
deletedSegment := typeutil.NewConcurrentSet[int64]()
mockWorker := cluster.NewMockWorker(s.T())
s.workerManager.EXPECT().GetWorker(mock.Anything, int64(1)).Return(mockWorker, nil)
mockWorker.EXPECT().Delete(mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, dr *querypb.DeleteRequest) error {
s.T().Log(dr.GetSegmentId())
deletedSegment.Insert(dr.SegmentId)
s.ElementsMatch([]int64{10}, dr.GetPrimaryKeys().GetIntId().GetData())
s.ElementsMatch([]uint64{10}, dr.GetTimestamps())
return nil
}).Maybe()
delegator.ProcessDelete([]*DeleteData{
{
PartitionID: -1,
PrimaryKeys: []storage.PrimaryKey{storage.NewInt64PrimaryKey(10)},
Timestamps: []uint64{10},
RowCount: 1,
},
}, 100)
s.ElementsMatch([]int64{101}, deletedSegment.Collect())
}
func (s *StreamingForwardSuite) TestDirectStreamingForward() {
paramtable.Get().Save(paramtable.Get().QueryNodeCfg.StreamingDeltaForwardPolicy.Key, StreamingForwardPolicyDirect)
defer paramtable.Get().Reset(paramtable.Get().QueryNodeCfg.StreamingDeltaForwardPolicy.Key)
delegator := s.delegator
// Setup distribution
delegator.distribution.AddGrowing(SegmentEntry{
NodeID: 1,
PartitionID: 1,
SegmentID: 100,
})
delegator.distribution.AddDistributions(SegmentEntry{
NodeID: 1,
PartitionID: 1,
SegmentID: 101,
})
delegator.distribution.AddDistributions(SegmentEntry{
NodeID: 1,
PartitionID: 1,
SegmentID: 102,
})
delegator.distribution.SyncTargetVersion(1, []int64{1}, []int64{100}, []int64{101, 102}, nil)
// Setup pk oracle
// empty bfs will not match
delegator.pkOracle.Register(pkoracle.NewBloomFilterSet(100, 10, commonpb.SegmentState_Growing), 1)
delegator.pkOracle.Register(pkoracle.NewBloomFilterSet(102, 10, commonpb.SegmentState_Sealed), 1)
// candidate key alway match
delegator.pkOracle.Register(pkoracle.NewCandidateKey(101, 10, commonpb.SegmentState_Sealed), 1)
deletedSegment := typeutil.NewConcurrentSet[int64]()
mockWorker := cluster.NewMockWorker(s.T())
s.workerManager.EXPECT().GetWorker(mock.Anything, int64(1)).Return(mockWorker, nil)
mockWorker.EXPECT().DeleteBatch(mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, dr *querypb.DeleteBatchRequest) (*querypb.DeleteBatchResponse, error) {
deletedSegment.Upsert(dr.GetSegmentIds()...)
s.ElementsMatch([]int64{10}, dr.GetPrimaryKeys().GetIntId().GetData())
s.ElementsMatch([]uint64{10}, dr.GetTimestamps())
return &querypb.DeleteBatchResponse{Status: merr.Success()}, nil
})
delegator.ProcessDelete([]*DeleteData{
{
PartitionID: -1,
PrimaryKeys: []storage.PrimaryKey{storage.NewInt64PrimaryKey(10)},
Timestamps: []uint64{10},
RowCount: 1,
},
}, 100)
s.ElementsMatch([]int64{100, 101, 102}, deletedSegment.Collect())
}
func TestStreamingForward(t *testing.T) {
suite.Run(t, new(StreamingForwardSuite))
}
type GrowingMergeL0Suite struct {
suite.Suite
collectionID int64
partitionIDs []int64
replicaID int64
vchannelName string
version int64
schema *schemapb.CollectionSchema
workerManager *cluster.MockManager
manager *segments.Manager
loader *segments.MockLoader
mq *msgstream.MockMsgStream
delegator *shardDelegator
chunkManager storage.ChunkManager
rootPath string
}
func (s *GrowingMergeL0Suite) SetupSuite() {
paramtable.Init()
paramtable.SetNodeID(1)
}
func (s *GrowingMergeL0Suite) SetupTest() {
s.collectionID = 1000
s.partitionIDs = []int64{500, 501}
s.replicaID = 65535
s.vchannelName = "rootcoord-dml_1000v0"
s.version = 2000
s.workerManager = &cluster.MockManager{}
s.manager = segments.NewManager()
s.loader = &segments.MockLoader{}
s.loader.EXPECT().
Load(mock.Anything, s.collectionID, segments.SegmentTypeGrowing, int64(0), mock.Anything).
Call.Return(func(ctx context.Context, collectionID int64, segmentType segments.SegmentType, version int64, infos ...*querypb.SegmentLoadInfo) []segments.Segment {
return lo.Map(infos, func(info *querypb.SegmentLoadInfo, _ int) segments.Segment {
ms := &segments.MockSegment{}
ms.EXPECT().ID().Return(info.GetSegmentID())
ms.EXPECT().Type().Return(segments.SegmentTypeGrowing)
ms.EXPECT().Partition().Return(info.GetPartitionID())
ms.EXPECT().Collection().Return(info.GetCollectionID())
ms.EXPECT().Indexes().Return(nil)
ms.EXPECT().RowNum().Return(info.GetNumOfRows())
ms.EXPECT().Delete(mock.Anything, mock.Anything, mock.Anything).Return(nil)
return ms
})
}, nil)
// init schema
s.schema = &schemapb.CollectionSchema{
Name: "TestCollection",
Fields: []*schemapb.FieldSchema{
{
Name: "id",
FieldID: 100,
IsPrimaryKey: true,
DataType: schemapb.DataType_Int64,
AutoID: true,
},
{
Name: "vector",
FieldID: 101,
IsPrimaryKey: false,
DataType: schemapb.DataType_BinaryVector,
TypeParams: []*commonpb.KeyValuePair{
{
Key: common.DimKey,
Value: "128",
},
},
},
},
}
s.manager.Collection.PutOrRef(s.collectionID, s.schema, &segcorepb.CollectionIndexMeta{
MaxIndexRowCount: 100,
IndexMetas: []*segcorepb.FieldIndexMeta{
{
FieldID: 101,
CollectionID: s.collectionID,
IndexName: "binary_index",
TypeParams: []*commonpb.KeyValuePair{
{
Key: common.DimKey,
Value: "128",
},
},
IndexParams: []*commonpb.KeyValuePair{
{
Key: common.IndexTypeKey,
Value: "BIN_IVF_FLAT",
},
{
Key: common.MetricTypeKey,
Value: metric.JACCARD,
},
},
},
},
}, &querypb.LoadMetaInfo{
PartitionIDs: s.partitionIDs,
})
s.mq = &msgstream.MockMsgStream{}
s.rootPath = "delegator_test"
// init chunkManager
chunkManagerFactory := storage.NewTestChunkManagerFactory(paramtable.Get(), s.rootPath)
s.chunkManager, _ = chunkManagerFactory.NewPersistentStorageChunkManager(context.Background())
delegator, err := NewShardDelegator(context.Background(), s.collectionID, s.replicaID, s.vchannelName, s.version, s.workerManager, s.manager, s.loader, &msgstream.MockMqFactory{
NewMsgStreamFunc: func(_ context.Context) (msgstream.MsgStream, error) {
return s.mq, nil
},
}, 10000, nil, s.chunkManager)
s.Require().NoError(err)
sd, ok := delegator.(*shardDelegator)
s.Require().True(ok)
s.delegator = sd
}
func (s *GrowingMergeL0Suite) TestAddL0ForGrowingBF() {
sd := s.delegator
sd.l0ForwardPolicy = L0ForwardPolicyBF
seg := segments.NewMockSegment(s.T())
coll := s.manager.Collection.Get(s.collectionID)
l0Segment, err := segments.NewL0Segment(coll, segments.SegmentTypeSealed, s.version, &querypb.SegmentLoadInfo{
SegmentID: 10001,
CollectionID: s.collectionID,
PartitionID: common.AllPartitionsID,
InsertChannel: s.vchannelName,
})
s.Require().NoError(err)
n := 10
deltaData := storage.NewDeltaData(int64(n))
for i := 0; i < n; i++ {
deltaData.Append(storage.NewInt64PrimaryKey(rand.Int63()), 0)
}
err = l0Segment.LoadDeltaData(context.Background(), deltaData)
s.Require().NoError(err)
s.manager.Segment.Put(context.Background(), segments.SegmentTypeSealed, l0Segment)
seg.EXPECT().ID().Return(10000)
seg.EXPECT().Partition().Return(100)
seg.EXPECT().Delete(mock.Anything, mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, pk storage.PrimaryKeys, u []uint64) error {
s.Equal(deltaData.DeletePks(), pk)
s.Equal(deltaData.DeleteTimestamps(), u)
return nil
}).Once()
err = sd.addL0ForGrowing(context.Background(), seg)
s.NoError(err)
seg.EXPECT().Delete(mock.Anything, mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, pk storage.PrimaryKeys, u []uint64) error {
return errors.New("mocked")
}).Once()
err = sd.addL0ForGrowing(context.Background(), seg)
s.Error(err)
}
func (s *GrowingMergeL0Suite) TestAddL0ForGrowingLoad() {
sd := s.delegator
sd.l0ForwardPolicy = L0ForwardPolicyRemoteLoad
seg := segments.NewMockSegment(s.T())
coll := s.manager.Collection.Get(s.collectionID)
l0Segment, err := segments.NewL0Segment(coll, segments.SegmentTypeSealed, s.version, &querypb.SegmentLoadInfo{
SegmentID: 10001,
CollectionID: s.collectionID,
PartitionID: common.AllPartitionsID,
InsertChannel: s.vchannelName,
Deltalogs: []*datapb.FieldBinlog{
{Binlogs: []*datapb.Binlog{
{LogPath: "mocked_log_path"},
}},
},
})
s.Require().NoError(err)
n := 10
deltaData := storage.NewDeltaData(int64(n))
for i := 0; i < n; i++ {
deltaData.Append(storage.NewInt64PrimaryKey(rand.Int63()), 0)
}
err = l0Segment.LoadDeltaData(context.Background(), deltaData)
s.Require().NoError(err)
s.manager.Segment.Put(context.Background(), segments.SegmentTypeSealed, l0Segment)
seg.EXPECT().ID().Return(10000)
seg.EXPECT().Partition().Return(100)
s.loader.EXPECT().LoadDeltaLogs(mock.Anything, mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, seg segments.Segment, fb []*datapb.FieldBinlog) error {
s.ElementsMatch([]string{"mocked_log_path"}, lo.Flatten(lo.Map(fb, func(fbl *datapb.FieldBinlog, _ int) []string {
return lo.Map(fbl.Binlogs, func(bl *datapb.Binlog, _ int) string { return bl.LogPath })
})))
return nil
}).Once()
err = sd.addL0ForGrowing(context.Background(), seg)
s.NoError(err)
s.loader.EXPECT().LoadDeltaLogs(mock.Anything, mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, seg segments.Segment, fb []*datapb.FieldBinlog) error {
return errors.New("mocked")
}).Once()
err = sd.addL0ForGrowing(context.Background(), seg)
s.Error(err)
}
func (s *GrowingMergeL0Suite) TestAddL0ForGrowingInvalid() {
sd := s.delegator
sd.l0ForwardPolicy = "invalid_policy"
seg := segments.NewMockSegment(s.T())
s.Panics(func() {
sd.addL0ForGrowing(context.Background(), seg)
})
}
func TestGrowingMergeL0(t *testing.T) {
suite.Run(t, new(GrowingMergeL0Suite))
}