// 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 querynode import ( "context" "math/rand" "runtime" "testing" "github.com/stretchr/testify/assert" "github.com/milvus-io/milvus/internal/proto/commonpb" "github.com/milvus-io/milvus/internal/proto/querypb" "github.com/milvus-io/milvus/internal/proto/schemapb" "github.com/milvus-io/milvus/internal/util/funcutil" ) func TestSegmentLoader_loadSegment(t *testing.T) { ctx, cancel := context.WithCancel(context.Background()) defer cancel() schema := genSimpleInsertDataSchema() fieldBinlog, err := saveSimpleBinLog(ctx) assert.NoError(t, err) t.Run("test load segment", func(t *testing.T) { node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) err = node.historical.replica.removeSegment(defaultSegmentID) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) req := &querypb.LoadSegmentsRequest{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_WatchQueryChannels, MsgID: rand.Int63(), }, DstNodeID: 0, Schema: schema, Infos: []*querypb.SegmentLoadInfo{ { SegmentID: defaultSegmentID, PartitionID: defaultPartitionID, CollectionID: defaultCollectionID, BinlogPaths: fieldBinlog, }, }, } err = loader.loadSegment(req, segmentTypeSealed) assert.NoError(t, err) }) t.Run("test set segment error due to without partition", func(t *testing.T) { node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) err = node.historical.replica.removePartition(defaultPartitionID) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) req := &querypb.LoadSegmentsRequest{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_WatchQueryChannels, MsgID: rand.Int63(), }, DstNodeID: 0, Schema: schema, Infos: []*querypb.SegmentLoadInfo{ { SegmentID: defaultSegmentID, PartitionID: defaultPartitionID, CollectionID: defaultCollectionID, BinlogPaths: fieldBinlog, }, }, } err = loader.loadSegment(req, segmentTypeSealed) assert.Error(t, err) }) t.Run("test load segment with nil base message", func(t *testing.T) { node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) req := &querypb.LoadSegmentsRequest{} err = loader.loadSegment(req, segmentTypeSealed) assert.Error(t, err) }) } func TestSegmentLoader_loadSegmentFieldsData(t *testing.T) { ctx, cancel := context.WithCancel(context.Background()) defer cancel() runLoadSegmentFieldData := func(dataType schemapb.DataType) { node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) fieldUID := genConstantField(uidField) fieldTimestamp := genConstantField(timestampField) schema := &schemapb.CollectionSchema{ Name: defaultCollectionName, AutoID: true, Fields: []*schemapb.FieldSchema{}, } constFieldID := FieldID(105) constFieldName := "const-field-test" constField := &schemapb.FieldSchema{ FieldID: constFieldID, Name: constFieldName, } switch dataType { case schemapb.DataType_Bool: constField.DataType = schemapb.DataType_Bool case schemapb.DataType_Int8: constField.DataType = schemapb.DataType_Int8 case schemapb.DataType_Int16: constField.DataType = schemapb.DataType_Int16 case schemapb.DataType_Int32: constField.DataType = schemapb.DataType_Int32 case schemapb.DataType_Int64: constField.DataType = schemapb.DataType_Int64 case schemapb.DataType_Float: constField.DataType = schemapb.DataType_Float case schemapb.DataType_Double: constField.DataType = schemapb.DataType_Double case schemapb.DataType_FloatVector: constField.DataType = schemapb.DataType_FloatVector case schemapb.DataType_BinaryVector: constField.DataType = schemapb.DataType_BinaryVector } schema.Fields = append(schema.Fields, constField) err = loader.historicalReplica.removeSegment(defaultSegmentID) assert.NoError(t, err) col := newCollection(defaultCollectionID, schema) assert.NotNil(t, col) segment, err := newSegment(col, defaultSegmentID, defaultPartitionID, defaultCollectionID, defaultDMLChannel, segmentTypeSealed, true) assert.Nil(t, err) schema.Fields = append(schema.Fields, fieldUID) schema.Fields = append(schema.Fields, fieldTimestamp) binlog, err := saveBinLog(ctx, defaultCollectionID, defaultPartitionID, defaultSegmentID, defaultMsgLength, schema) assert.NoError(t, err) err = loader.loadFiledBinlogData(segment, binlog) assert.NoError(t, err) } t.Run("test bool", func(t *testing.T) { runLoadSegmentFieldData(schemapb.DataType_Bool) runLoadSegmentFieldData(schemapb.DataType_Int8) runLoadSegmentFieldData(schemapb.DataType_Int16) runLoadSegmentFieldData(schemapb.DataType_Int32) runLoadSegmentFieldData(schemapb.DataType_Int64) runLoadSegmentFieldData(schemapb.DataType_Float) runLoadSegmentFieldData(schemapb.DataType_Double) }) } func TestSegmentLoader_invalid(t *testing.T) { ctx, cancel := context.WithCancel(context.Background()) defer cancel() t.Run("test no collection", func(t *testing.T) { node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) err = node.historical.replica.removeCollection(defaultCollectionID) assert.NoError(t, err) req := &querypb.LoadSegmentsRequest{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_WatchQueryChannels, MsgID: rand.Int63(), }, DstNodeID: 0, Infos: []*querypb.SegmentLoadInfo{ { SegmentID: defaultSegmentID, PartitionID: defaultPartitionID, CollectionID: defaultCollectionID, }, }, } err = loader.loadSegment(req, segmentTypeSealed) assert.Error(t, err) }) //t.Run("test no collection 2", func(t *testing.T) { // historical, err := genSimpleHistorical(ctx) // assert.NoError(t, err) // // err = historical.replica.removeCollection(defaultCollectionID) // assert.NoError(t, err) // // err = historical.loader.loadSegmentInternal(defaultCollectionID, nil, nil) // assert.Error(t, err) //}) // //t.Run("test no vec field", func(t *testing.T) { // historical, err := genSimpleHistorical(ctx) // assert.NoError(t, err) // // err = historical.replica.removeCollection(defaultCollectionID) // assert.NoError(t, err) // // schema := &schemapb.CollectionSchema{ // Name: defaultCollectionName, // AutoID: true, // Fields: []*schemapb.FieldSchema{ // genConstantField(constFieldParam{ // id: FieldID(100), // dataType: schemapb.DataType_Int8, // }), // }, // } // err = historical.loader.historicalReplica.addCollection(defaultCollectionID, schema) // assert.NoError(t, err) // // err = historical.loader.loadSegmentInternal(defaultCollectionID, nil, nil) // assert.Error(t, err) //}) t.Run("test no vec field 2", func(t *testing.T) { node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) err = node.historical.replica.removeCollection(defaultCollectionID) assert.NoError(t, err) schema := &schemapb.CollectionSchema{ Name: defaultCollectionName, AutoID: true, Fields: []*schemapb.FieldSchema{ genConstantField(constFieldParam{ id: FieldID(100), dataType: schemapb.DataType_Int8, }), }, } loader.historicalReplica.addCollection(defaultCollectionID, schema) req := &querypb.LoadSegmentsRequest{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_WatchQueryChannels, MsgID: rand.Int63(), }, DstNodeID: 0, Schema: schema, Infos: []*querypb.SegmentLoadInfo{ { SegmentID: defaultSegmentID, PartitionID: defaultPartitionID, CollectionID: defaultCollectionID, }, }, } err = loader.loadSegment(req, segmentTypeSealed) assert.Error(t, err) }) } func TestSegmentLoader_checkSegmentSize(t *testing.T) { ctx, cancel := context.WithCancel(context.Background()) defer cancel() node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) err = loader.checkSegmentSize(defaultSegmentID, []*querypb.SegmentLoadInfo{{SegmentID: defaultSegmentID, SegmentSize: 1024}}, runtime.GOMAXPROCS(0)) assert.NoError(t, err) //totalMem, err := getTotalMemory() //assert.NoError(t, err) //err = historical.loader.checkSegmentSize(defaultSegmentID, map[UniqueID]int64{defaultSegmentID: int64(totalMem * 2)}) //assert.Error(t, err) } func TestSegmentLoader_testLoadGrowing(t *testing.T) { ctx, cancel := context.WithCancel(context.Background()) defer cancel() t.Run("test load growing segments", func(t *testing.T) { node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) collection, err := node.historical.replica.getCollectionByID(defaultCollectionID) assert.NoError(t, err) segment, err := newSegment(collection, defaultSegmentID+1, defaultPartitionID, defaultCollectionID, defaultDMLChannel, segmentTypeGrowing, true) assert.Nil(t, err) insertMsg, err := genSimpleInsertMsg() assert.NoError(t, err) err = loader.loadGrowingSegments(segment, insertMsg.RowIDs, insertMsg.Timestamps, insertMsg.RowData) assert.NoError(t, err) }) t.Run("test invalid insert data", func(t *testing.T) { node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) collection, err := node.historical.replica.getCollectionByID(defaultCollectionID) assert.NoError(t, err) segment, err := newSegment(collection, defaultSegmentID+1, defaultPartitionID, defaultCollectionID, defaultDMLChannel, segmentTypeGrowing, true) assert.Nil(t, err) insertMsg, err := genSimpleInsertMsg() assert.NoError(t, err) insertMsg.RowData = nil err = loader.loadGrowingSegments(segment, insertMsg.RowIDs, insertMsg.Timestamps, insertMsg.RowData) assert.Error(t, err) }) } func TestSegmentLoader_testLoadGrowingAndSealed(t *testing.T) { ctx, cancel := context.WithCancel(context.Background()) defer cancel() schema := genSimpleInsertDataSchema() fieldBinlog, err := saveBinLog(ctx, defaultCollectionID, defaultPartitionID, defaultSegmentID, defaultMsgLength, schema) assert.NoError(t, err) t.Run("test load growing and sealed segments", func(t *testing.T) { node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) segmentID1 := UniqueID(100) req1 := &querypb.LoadSegmentsRequest{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_WatchQueryChannels, MsgID: rand.Int63(), }, DstNodeID: 0, Schema: schema, Infos: []*querypb.SegmentLoadInfo{ { SegmentID: segmentID1, PartitionID: defaultPartitionID, CollectionID: defaultCollectionID, BinlogPaths: fieldBinlog, }, }, } err = loader.loadSegment(req1, segmentTypeSealed) assert.NoError(t, err) segmentID2 := UniqueID(101) req2 := &querypb.LoadSegmentsRequest{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_WatchQueryChannels, MsgID: rand.Int63(), }, DstNodeID: 0, Schema: schema, Infos: []*querypb.SegmentLoadInfo{ { SegmentID: segmentID2, PartitionID: defaultPartitionID, CollectionID: defaultCollectionID, BinlogPaths: fieldBinlog, }, }, } err = loader.loadSegment(req2, segmentTypeGrowing) assert.NoError(t, err) segment1, err := loader.historicalReplica.getSegmentByID(segmentID1) assert.NoError(t, err) segment2, err := loader.streamingReplica.getSegmentByID(segmentID2) assert.NoError(t, err) assert.Equal(t, segment1.getRowCount(), segment2.getRowCount()) }) } func TestSegmentLoader_testLoadSealedSegmentWithIndex(t *testing.T) { ctx, cancel := context.WithCancel(context.Background()) defer cancel() //generate schema fieldUID := genConstantField(uidField) fieldTimestamp := genConstantField(timestampField) fieldVec := genFloatVectorField(simpleVecField) fieldInt := genConstantField(simpleConstField) schema := &schemapb.CollectionSchema{ // schema for insertData Name: defaultCollectionName, AutoID: true, Fields: []*schemapb.FieldSchema{ fieldUID, fieldTimestamp, fieldVec, fieldInt, }, } // generate insert binlog fieldBinlog, err := saveBinLog(ctx, defaultCollectionID, defaultPartitionID, defaultSegmentID, defaultMsgLength, schema) assert.NoError(t, err) segmentID := UniqueID(100) // generate index file for segment indexPaths, err := generateIndex(segmentID) assert.NoError(t, err) indexInfo := &querypb.VecFieldIndexInfo{ FieldID: simpleVecField.id, EnableIndex: true, IndexName: indexName, IndexID: indexID, BuildID: buildID, IndexParams: funcutil.Map2KeyValuePair(genSimpleIndexParams()), IndexFilePaths: indexPaths, } // generate segmentLoader node, err := genSimpleQueryNode(ctx) assert.NoError(t, err) loader := node.loader assert.NotNil(t, loader) req := &querypb.LoadSegmentsRequest{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_WatchQueryChannels, MsgID: rand.Int63(), }, DstNodeID: 0, Schema: schema, Infos: []*querypb.SegmentLoadInfo{ { SegmentID: segmentID, PartitionID: defaultPartitionID, CollectionID: defaultCollectionID, BinlogPaths: fieldBinlog, IndexInfos: []*querypb.VecFieldIndexInfo{indexInfo}, }, }, } err = loader.loadSegment(req, segmentTypeSealed) assert.NoError(t, err) segment, err := node.historical.replica.getSegmentByID(segmentID) assert.NoError(t, err) vecFieldInfo, err := segment.getVectorFieldInfo(simpleVecField.id) assert.NoError(t, err) assert.NotNil(t, vecFieldInfo) assert.Equal(t, true, vecFieldInfo.indexInfo.EnableIndex) }