mirror of
https://gitee.com/milvus-io/milvus.git
synced 2025-12-07 01:28:27 +08:00
c6a1c49e02
issue: #32995 To speed up the construction and querying of Bloom filters, we chose a blocked Bloom filter instead of a basic Bloom filter implementation. WARN: This PR is compatible with old version bf impl, but if fall back to old milvus version, it may causes bloom filter deserialize failed. In single Bloom filter test cases with a capacity of 1,000,000 and a false positive rate (FPR) of 0.001, the blocked Bloom filter is 5 times faster than the basic Bloom filter in both querying and construction, at the cost of a 30% increase in memory usage. - Block BF construct time {"time": "54.128131ms"} - Block BF size {"size": 3021578} - Block BF Test cost {"time": "55.407352ms"} - Basic BF construct time {"time": "210.262183ms"} - Basic BF size {"size": 2396308} - Basic BF Test cost {"time": "192.596229ms"} In multi Bloom filter test cases with a capacity of 100,000, an FPR of 0.001, and 100 Bloom filters, we reuse the primary key locations for all Bloom filters to avoid repeated hash computations. As a result, the blocked Bloom filter is also 5 times faster than the basic Bloom filter in querying. - Block BF TestLocation cost {"time": "529.97183ms"} - Basic BF TestLocation cost {"time": "3.197430181s"} --------- Signed-off-by: Wei Liu <wei.liu@zilliz.com>
219 lines
6.1 KiB
Go
219 lines
6.1 KiB
Go
package segments
|
|
|
|
import (
|
|
"context"
|
|
"fmt"
|
|
"testing"
|
|
|
|
"github.com/stretchr/testify/suite"
|
|
|
|
"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"
|
|
storage "github.com/milvus-io/milvus/internal/storage"
|
|
"github.com/milvus-io/milvus/internal/util/initcore"
|
|
"github.com/milvus-io/milvus/pkg/util/paramtable"
|
|
)
|
|
|
|
type SegmentSuite struct {
|
|
suite.Suite
|
|
rootPath string
|
|
chunkManager storage.ChunkManager
|
|
|
|
// Data
|
|
manager *Manager
|
|
collectionID int64
|
|
partitionID int64
|
|
segmentID int64
|
|
collection *Collection
|
|
sealed Segment
|
|
growing Segment
|
|
}
|
|
|
|
func (suite *SegmentSuite) SetupSuite() {
|
|
paramtable.Init()
|
|
}
|
|
|
|
func (suite *SegmentSuite) SetupTest() {
|
|
var err error
|
|
ctx := context.Background()
|
|
msgLength := 100
|
|
|
|
suite.rootPath = suite.T().Name()
|
|
chunkManagerFactory := storage.NewTestChunkManagerFactory(paramtable.Get(), suite.rootPath)
|
|
suite.chunkManager, _ = chunkManagerFactory.NewPersistentStorageChunkManager(ctx)
|
|
initcore.InitRemoteChunkManager(paramtable.Get())
|
|
|
|
suite.collectionID = 100
|
|
suite.partitionID = 10
|
|
suite.segmentID = 1
|
|
|
|
suite.manager = NewManager()
|
|
schema := GenTestCollectionSchema("test-reduce", schemapb.DataType_Int64, true)
|
|
indexMeta := GenTestIndexMeta(suite.collectionID, schema)
|
|
suite.manager.Collection.PutOrRef(suite.collectionID,
|
|
schema,
|
|
indexMeta,
|
|
&querypb.LoadMetaInfo{
|
|
LoadType: querypb.LoadType_LoadCollection,
|
|
CollectionID: suite.collectionID,
|
|
PartitionIDs: []int64{suite.partitionID},
|
|
},
|
|
)
|
|
suite.collection = suite.manager.Collection.Get(suite.collectionID)
|
|
|
|
suite.sealed, err = NewSegment(ctx,
|
|
suite.collection,
|
|
SegmentTypeSealed,
|
|
0,
|
|
&querypb.SegmentLoadInfo{
|
|
CollectionID: suite.collectionID,
|
|
SegmentID: suite.segmentID,
|
|
PartitionID: suite.partitionID,
|
|
InsertChannel: fmt.Sprintf("by-dev-rootcoord-dml_0_%dv0", suite.collectionID),
|
|
Level: datapb.SegmentLevel_Legacy,
|
|
NumOfRows: int64(msgLength),
|
|
BinlogPaths: []*datapb.FieldBinlog{
|
|
{
|
|
FieldID: 101,
|
|
Binlogs: []*datapb.Binlog{
|
|
{
|
|
LogSize: 10086,
|
|
MemorySize: 10086,
|
|
},
|
|
},
|
|
},
|
|
},
|
|
},
|
|
)
|
|
suite.Require().NoError(err)
|
|
|
|
binlogs, _, err := SaveBinLog(ctx,
|
|
suite.collectionID,
|
|
suite.partitionID,
|
|
suite.segmentID,
|
|
msgLength,
|
|
schema,
|
|
suite.chunkManager,
|
|
)
|
|
suite.Require().NoError(err)
|
|
g, err := suite.sealed.(*LocalSegment).StartLoadData()
|
|
suite.Require().NoError(err)
|
|
for _, binlog := range binlogs {
|
|
err = suite.sealed.(*LocalSegment).LoadFieldData(ctx, binlog.FieldID, int64(msgLength), binlog, false)
|
|
suite.Require().NoError(err)
|
|
}
|
|
g.Done(nil)
|
|
|
|
suite.growing, err = NewSegment(ctx,
|
|
suite.collection,
|
|
SegmentTypeGrowing,
|
|
0,
|
|
&querypb.SegmentLoadInfo{
|
|
SegmentID: suite.segmentID + 1,
|
|
CollectionID: suite.collectionID,
|
|
PartitionID: suite.partitionID,
|
|
InsertChannel: fmt.Sprintf("by-dev-rootcoord-dml_0_%dv0", suite.collectionID),
|
|
Level: datapb.SegmentLevel_Legacy,
|
|
},
|
|
)
|
|
suite.Require().NoError(err)
|
|
|
|
insertMsg, err := genInsertMsg(suite.collection, suite.partitionID, suite.growing.ID(), msgLength)
|
|
suite.Require().NoError(err)
|
|
insertRecord, err := storage.TransferInsertMsgToInsertRecord(suite.collection.Schema(), insertMsg)
|
|
suite.Require().NoError(err)
|
|
err = suite.growing.Insert(ctx, insertMsg.RowIDs, insertMsg.Timestamps, insertRecord)
|
|
suite.Require().NoError(err)
|
|
|
|
suite.manager.Segment.Put(context.Background(), SegmentTypeSealed, suite.sealed)
|
|
suite.manager.Segment.Put(context.Background(), SegmentTypeGrowing, suite.growing)
|
|
}
|
|
|
|
func (suite *SegmentSuite) TearDownTest() {
|
|
ctx := context.Background()
|
|
suite.sealed.Release(context.Background())
|
|
suite.growing.Release(context.Background())
|
|
DeleteCollection(suite.collection)
|
|
suite.chunkManager.RemoveWithPrefix(ctx, suite.rootPath)
|
|
}
|
|
|
|
func (suite *SegmentSuite) TestLoadInfo() {
|
|
// sealed segment has load info
|
|
suite.NotNil(suite.sealed.LoadInfo())
|
|
// growing segment has no load info
|
|
suite.NotNil(suite.growing.LoadInfo())
|
|
}
|
|
|
|
func (suite *SegmentSuite) TestResourceUsageEstimate() {
|
|
// growing segment has resource usage
|
|
// growing segment can not estimate resource usage
|
|
usage := suite.growing.ResourceUsageEstimate()
|
|
suite.Zero(usage.MemorySize)
|
|
suite.Zero(usage.DiskSize)
|
|
// growing segment has no resource usage
|
|
usage = suite.sealed.ResourceUsageEstimate()
|
|
suite.NotZero(usage.MemorySize)
|
|
suite.Zero(usage.DiskSize)
|
|
suite.Zero(usage.MmapFieldCount)
|
|
}
|
|
|
|
func (suite *SegmentSuite) TestDelete() {
|
|
ctx, cancel := context.WithCancel(context.Background())
|
|
defer cancel()
|
|
pks, err := storage.GenInt64PrimaryKeys(0, 1)
|
|
suite.NoError(err)
|
|
|
|
// Test for sealed
|
|
rowNum := suite.sealed.RowNum()
|
|
err = suite.sealed.Delete(ctx, pks, []uint64{1000, 1000})
|
|
suite.NoError(err)
|
|
|
|
suite.Equal(rowNum-int64(len(pks)), suite.sealed.RowNum())
|
|
suite.Equal(rowNum, suite.sealed.InsertCount())
|
|
|
|
// Test for growing
|
|
rowNum = suite.growing.RowNum()
|
|
err = suite.growing.Delete(ctx, pks, []uint64{1000, 1000})
|
|
suite.NoError(err)
|
|
|
|
suite.Equal(rowNum-int64(len(pks)), suite.growing.RowNum())
|
|
suite.Equal(rowNum, suite.growing.InsertCount())
|
|
}
|
|
|
|
func (suite *SegmentSuite) TestHasRawData() {
|
|
has := suite.growing.HasRawData(simpleFloatVecField.id)
|
|
suite.True(has)
|
|
has = suite.sealed.HasRawData(simpleFloatVecField.id)
|
|
suite.True(has)
|
|
}
|
|
|
|
func (suite *SegmentSuite) TestCASVersion() {
|
|
segment := suite.sealed
|
|
|
|
curVersion := segment.Version()
|
|
suite.False(segment.CASVersion(curVersion-1, curVersion+1))
|
|
suite.NotEqual(curVersion+1, segment.Version())
|
|
|
|
suite.True(segment.CASVersion(curVersion, curVersion+1))
|
|
suite.Equal(curVersion+1, segment.Version())
|
|
}
|
|
|
|
func (suite *SegmentSuite) TestSegmentRemoveUnusedFieldFiles() {
|
|
}
|
|
|
|
func (suite *SegmentSuite) TestSegmentReleased() {
|
|
suite.sealed.Release(context.Background())
|
|
|
|
sealed := suite.sealed.(*LocalSegment)
|
|
|
|
suite.False(sealed.ptrLock.PinIfNotReleased())
|
|
suite.EqualValues(0, sealed.RowNum())
|
|
suite.EqualValues(0, sealed.MemSize())
|
|
suite.False(sealed.HasRawData(101))
|
|
}
|
|
|
|
func TestSegment(t *testing.T) {
|
|
suite.Run(t, new(SegmentSuite))
|
|
}
|