// 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" "testing" "github.com/golang/protobuf/proto" "github.com/stretchr/testify/assert" "github.com/milvus-io/milvus-proto/go-api/commonpb" "github.com/milvus-io/milvus/internal/common" "github.com/milvus-io/milvus/internal/proto/planpb" "github.com/milvus-io/milvus/internal/proto/querypb" ) func TestPlan_Plan(t *testing.T) { collectionID := UniqueID(0) schema := genTestCollectionSchema() collection := newCollection(collectionID, schema) dslString := "{\"bool\": { \n\"vector\": {\n \"floatVectorField\": {\n \"metric_type\": \"L2\", \n \"params\": {\n \"nprobe\": 10 \n},\n \"query\": \"$0\",\n \"topk\": 10 \n,\"round_decimal\": 6\n } \n } \n } \n }" plan, err := createSearchPlan(collection, dslString) assert.NoError(t, err) assert.NotEqual(t, plan, nil) topk := plan.getTopK() assert.Equal(t, int(topk), 10) metricType := plan.getMetricType() assert.Equal(t, metricType, "L2") plan.delete() deleteCollection(collection) } func TestPlan_createSearchPlanByExpr(t *testing.T) { ctx, cancel := context.WithCancel(context.Background()) defer cancel() historical, err := genSimpleReplicaWithSealSegment(ctx) assert.NoError(t, err) col, err := historical.getCollectionByID(defaultCollectionID) assert.NoError(t, err) planNode := &planpb.PlanNode{ OutputFieldIds: []FieldID{rowIDFieldID}, } expr, err := proto.Marshal(planNode) assert.NoError(t, err) _, err = createSearchPlanByExpr(col, expr) assert.Error(t, err) } func TestPlan_NilCollection(t *testing.T) { collection := &Collection{ id: defaultCollectionID, } _, err := createSearchPlan(collection, "") assert.Error(t, err) _, err = createSearchPlanByExpr(collection, nil) assert.Error(t, err) } func TestPlan_PlaceholderGroup(t *testing.T) { collectionID := UniqueID(0) schema := genTestCollectionSchema() collection := newCollection(collectionID, schema) dslString := "{\"bool\": { \n\"vector\": {\n \"floatVectorField\": {\n \"metric_type\": \"L2\", \n \"params\": {\n \"nprobe\": 10 \n},\n \"query\": \"$0\",\n \"topk\": 10 \n,\"round_decimal\": 6\n } \n } \n } \n }" plan, err := createSearchPlan(collection, dslString) assert.NoError(t, err) assert.NotNil(t, plan) var searchRawData1 []byte var searchRawData2 []byte var vec = generateFloatVectors(1, defaultDim) for i, ele := range vec { buf := make([]byte, 4) common.Endian.PutUint32(buf, math.Float32bits(ele+float32(i*2))) searchRawData1 = append(searchRawData1, buf...) } for i, ele := range vec { buf := make([]byte, 4) common.Endian.PutUint32(buf, math.Float32bits(ele+float32(i*4))) searchRawData2 = append(searchRawData2, buf...) } placeholderValue := commonpb.PlaceholderValue{ Tag: "$0", Type: commonpb.PlaceholderType_FloatVector, Values: [][]byte{searchRawData1, searchRawData2}, } placeholderGroup := commonpb.PlaceholderGroup{ Placeholders: []*commonpb.PlaceholderValue{&placeholderValue}, } placeGroupByte, err := proto.Marshal(&placeholderGroup) assert.Nil(t, err) holder, err := parseSearchRequest(plan, placeGroupByte) assert.NoError(t, err) assert.NotNil(t, holder) numQueries := holder.getNumOfQuery() assert.Equal(t, int(numQueries), 2) holder.delete() deleteCollection(collection) } func TestPlan_newSearchRequest(t *testing.T) { iReq, _ := genSearchRequest(defaultNQ, IndexHNSW, genTestCollectionSchema()) collection := newCollection(defaultCollectionID, genTestCollectionSchema()) req := &querypb.SearchRequest{ Req: iReq, DmlChannels: []string{defaultDMLChannel}, SegmentIDs: []UniqueID{defaultSegmentID}, FromShardLeader: true, Scope: querypb.DataScope_Historical, } searchReq, err := newSearchRequest(collection, req, req.Req.GetPlaceholderGroup()) assert.NoError(t, err) assert.Equal(t, simpleFloatVecField.id, searchReq.searchFieldID) assert.EqualValues(t, defaultNQ, searchReq.getNumOfQuery()) searchReq.delete() deleteCollection(collection) }