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Load failed if collection beyonds the memory limit (#7434) 

Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
pull/7527/head
bigsheeper 2021-09-07 11:35:18 +08:00 committed by GitHub
parent d15d3fa0ac
commit b7103357fd
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
8 changed files with 397 additions and 246 deletions
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4
internal/datacoord/services.go
View File

@ -349,6 +349,7 @@ func (s *Server) GetRecoveryInfo(ctx context.Context, req *datapb.GetRecoveryInf
}
segmentIDs := s.meta.GetSegmentsOfPartition(collectionID, partitionID)
segment2Binlogs := make(map[UniqueID][]*datapb.FieldBinlog)
segmentsNumOfRows := make(map[UniqueID]int64)
for _, id := range segmentIDs {
segment := s.meta.GetSegment(id)
if segment == nil {
@ -374,12 +375,15 @@ func (s *Server) GetRecoveryInfo(ctx context.Context, req *datapb.GetRecoveryInf
}
segment2Binlogs[id] = append(segment2Binlogs[id], fieldBinlogs)
}
segmentsNumOfRows[id] = segment.NumOfRows
}
binlogs := make([]*datapb.SegmentBinlogs, 0, len(segment2Binlogs))
for segmentID, fieldBinlogs := range segment2Binlogs {
sbl := &datapb.SegmentBinlogs{
SegmentID: segmentID,
NumOfRows: segmentsNumOfRows[segmentID],
FieldBinlogs: fieldBinlogs,
}
binlogs = append(binlogs, sbl)

1
internal/proto/data_coord.proto
View File

@ -251,6 +251,7 @@ message DataNodeInfo {
message SegmentBinlogs {
int64 segmentID = 1;
repeated FieldBinlog fieldBinlogs = 2;
int64 num_of_rows = 3;
}
message FieldBinlog{

252
internal/proto/datapb/data_coord.pb.go
View File

@ -1833,6 +1833,7 @@ func (m *DataNodeInfo) GetChannels() []*ChannelStatus {
type SegmentBinlogs struct {
SegmentID int64 `protobuf:"varint,1,opt,name=segmentID,proto3" json:"segmentID,omitempty"`
FieldBinlogs []*FieldBinlog `protobuf:"bytes,2,rep,name=fieldBinlogs,proto3" json:"fieldBinlogs,omitempty"`
NumOfRows int64 `protobuf:"varint,3,opt,name=num_of_rows,json=numOfRows,proto3" json:"num_of_rows,omitempty"`
XXX_NoUnkeyedLiteral struct{} `json:"-"`
XXX_unrecognized []byte `json:"-"`
XXX_sizecache int32 `json:"-"`
@ -1877,6 +1878,13 @@ func (m *SegmentBinlogs) GetFieldBinlogs() []*FieldBinlog {
return nil
}
func (m *SegmentBinlogs) GetNumOfRows() int64 {
if m != nil {
return m.NumOfRows
}
return 0
}
type FieldBinlog struct {
FieldID int64 `protobuf:"varint,1,opt,name=fieldID,proto3" json:"fieldID,omitempty"`
Binlogs []string `protobuf:"bytes,2,rep,name=binlogs,proto3" json:"binlogs,omitempty"`
@ -2333,132 +2341,132 @@ func init() {
func init() { proto.RegisterFile("data_coord.proto", fileDescriptor_82cd95f524594f49) }
var fileDescriptor_82cd95f524594f49 = []byte{
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}
// Reference imports to suppress errors if they are not otherwise used.

1
internal/proto/query_coord.proto
View File

@ -224,6 +224,7 @@ message SegmentLoadInfo {
int64 dbID = 4;
int64 flush_time = 5;
repeated data.FieldBinlog binlog_paths = 6;
int64 num_of_rows = 7;
}
message LoadSegmentsRequest {

257
internal/proto/querypb/query_coord.pb.go
View File

@ -1367,6 +1367,7 @@ type SegmentLoadInfo struct {
DbID int64 `protobuf:"varint,4,opt,name=dbID,proto3" json:"dbID,omitempty"`
FlushTime int64 `protobuf:"varint,5,opt,name=flush_time,json=flushTime,proto3" json:"flush_time,omitempty"`
BinlogPaths []*datapb.FieldBinlog `protobuf:"bytes,6,rep,name=binlog_paths,json=binlogPaths,proto3" json:"binlog_paths,omitempty"`
NumOfRows int64 `protobuf:"varint,7,opt,name=num_of_rows,json=numOfRows,proto3" json:"num_of_rows,omitempty"`
XXX_NoUnkeyedLiteral struct{} `json:"-"`
XXX_unrecognized []byte `json:"-"`
XXX_sizecache int32 `json:"-"`
@ -1439,6 +1440,13 @@ func (m *SegmentLoadInfo) GetBinlogPaths() []*datapb.FieldBinlog {
return nil
}
func (m *SegmentLoadInfo) GetNumOfRows() int64 {
if m != nil {
return m.NumOfRows
}
return 0
}
type LoadSegmentsRequest struct {
Base *commonpb.MsgBase `protobuf:"bytes,1,opt,name=base,proto3" json:"base,omitempty"`
NodeID int64 `protobuf:"varint,2,opt,name=nodeID,proto3" json:"nodeID,omitempty"`
@ -2021,130 +2029,131 @@ func init() {
func init() { proto.RegisterFile("query_coord.proto", fileDescriptor_aab7cc9a69ed26e8) }
var fileDescriptor_aab7cc9a69ed26e8 = []byte{
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}
// Reference imports to suppress errors if they are not otherwise used.

3
internal/querycoord/task.go
View File

@ -245,6 +245,7 @@ func (lct *LoadCollectionTask) Execute(ctx context.Context) error {
PartitionID: partitionID,
CollectionID: collectionID,
BinlogPaths: segmentBingLog.FieldBinlogs,
NumOfRows: segmentBingLog.NumOfRows,
}
msgBase := proto.Clone(lct.Base).(*commonpb.MsgBase)
@ -548,6 +549,7 @@ func (lpt *LoadPartitionTask) Execute(ctx context.Context) error {
PartitionID: partitionID,
CollectionID: collectionID,
BinlogPaths: segmentBingLog.FieldBinlogs,
NumOfRows: segmentBingLog.NumOfRows,
}
msgBase := proto.Clone(lpt.Base).(*commonpb.MsgBase)
@ -1285,6 +1287,7 @@ func (lbt *LoadBalanceTask) Execute(ctx context.Context) error {
PartitionID: partitionID,
CollectionID: collectionID,
BinlogPaths: segmentBingLog.FieldBinlogs,
NumOfRows: segmentBingLog.NumOfRows,
}
msgBase := proto.Clone(lbt.Base).(*commonpb.MsgBase)

49
internal/querynode/segment_loader.go
View File

@ -29,6 +29,8 @@ import (
"github.com/milvus-io/milvus/internal/storage"
"github.com/milvus-io/milvus/internal/types"
"github.com/milvus-io/milvus/internal/util/funcutil"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
const (
@ -70,6 +72,11 @@ func (loader *segmentLoader) loadSegment(req *querypb.LoadSegmentsRequest, onSer
return nil
}
err := loader.checkSegmentMemory(req.Infos)
if err != nil {
return err
}
newSegments := make([]*Segment, 0)
segmentGC := func() {
for _, s := range newSegments {
@ -187,6 +194,48 @@ func (loader *segmentLoader) loadSegmentInternal(collectionID UniqueID, segment
return nil
}
func (loader *segmentLoader) checkSegmentMemory(segmentLoadInfos []*querypb.SegmentLoadInfo) error {
totalRAM := metricsinfo.GetMemoryCount()
usedRAM := metricsinfo.GetUsedMemoryCount()
segmentTotalSize := uint64(0)
for _, segInfo := range segmentLoadInfos {
collectionID := segInfo.CollectionID
segmentID := segInfo.SegmentID
col, err := loader.historicalReplica.getCollectionByID(collectionID)
if err != nil {
return err
}
sizePerRecord, err := typeutil.EstimateSizePerRecord(col.schema)
if err != nil {
return err
}
segmentSize := uint64(int64(sizePerRecord) * segInfo.NumOfRows)
segmentTotalSize += segmentSize
// TODO: get 0.9 from param table
thresholdMemSize := float64(totalRAM) * 0.9
log.Debug("memory size[byte] stats when load segment",
zap.Any("collectionIDs", collectionID),
zap.Any("segmentID", segmentID),
zap.Any("numOfRows", segInfo.NumOfRows),
zap.Any("totalRAM", totalRAM),
zap.Any("usedRAM", usedRAM),
zap.Any("segmentSize", segmentSize),
zap.Any("segmentTotalSize", segmentTotalSize),
zap.Any("thresholdMemSize", thresholdMemSize),
)
if usedRAM+segmentTotalSize > uint64(thresholdMemSize) {
return errors.New("load segment failed, OOM if load, collectionID = " + fmt.Sprintln(collectionID))
}
}
return nil
}
//func (loader *segmentLoader) GetSegmentStates(segmentID UniqueID) (*datapb.GetSegmentStatesResponse, error) {
// ctx := context.TODO()
// if loader.dataCoord == nil {

76
internal/querynode/segment_loader_test.go Normal file
View File

@ -0,0 +1,76 @@
// Copyright (C) 2019-2020 Zilliz. All rights reserved.
//
// 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, 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 querynode
import (
"context"
"testing"
"github.com/milvus-io/milvus/internal/proto/querypb"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/typeutil"
"github.com/stretchr/testify/assert"
)
func TestSegmentLoader_CheckSegmentMemory(t *testing.T) {
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
collectionID := UniqueID(0)
segmentID := UniqueID(0)
genSegmentLoader := func() *segmentLoader {
replica := newCollectionReplica(nil)
err := replica.addCollection(collectionID, genTestCollectionSchema(collectionID, false, 128))
assert.NoError(t, err)
loader := newSegmentLoader(ctx, nil, nil, replica, nil)
return loader
}
genSegmentLoadInfo := func() *querypb.SegmentLoadInfo {
return &querypb.SegmentLoadInfo{
SegmentID: segmentID,
PartitionID: UniqueID(0),
CollectionID: collectionID,
NumOfRows: 1000,
}
}
t.Run("valid test", func(t *testing.T) {
loader := genSegmentLoader()
err := loader.checkSegmentMemory([]*querypb.SegmentLoadInfo{genSegmentLoadInfo()})
assert.NoError(t, err)
})
t.Run("test no collection", func(t *testing.T) {
loader := genSegmentLoader()
loader.historicalReplica.freeAll()
err := loader.checkSegmentMemory([]*querypb.SegmentLoadInfo{genSegmentLoadInfo()})
assert.Error(t, err)
})
t.Run("test OOM", func(t *testing.T) {
totalRAM := metricsinfo.GetMemoryCount()
loader := genSegmentLoader()
col, err := loader.historicalReplica.getCollectionByID(collectionID)
assert.NoError(t, err)
sizePerRecord, err := typeutil.EstimateSizePerRecord(col.schema)
assert.NoError(t, err)
info := genSegmentLoadInfo()
info.NumOfRows = int64(totalRAM / uint64(sizePerRecord))
err = loader.checkSegmentMemory([]*querypb.SegmentLoadInfo{info})
assert.Error(t, err)
})
}