mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-02 20:09:57 +08:00
1118 lines
33 KiB
Go
1118 lines
33 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package proxy
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import (
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"context"
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"fmt"
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"testing"
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"time"
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"github.com/cockroachdb/errors"
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"github.com/stretchr/testify/assert"
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"github.com/stretchr/testify/mock"
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"github.com/stretchr/testify/require"
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"go.uber.org/zap"
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"google.golang.org/protobuf/proto"
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"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
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"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
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"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
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"github.com/milvus-io/milvus/internal/mocks"
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"github.com/milvus-io/milvus/internal/proto/internalpb"
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"github.com/milvus-io/milvus/internal/proto/querypb"
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"github.com/milvus-io/milvus/pkg/common"
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"github.com/milvus-io/milvus/pkg/log"
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"github.com/milvus-io/milvus/pkg/util/funcutil"
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"github.com/milvus-io/milvus/pkg/util/merr"
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"github.com/milvus-io/milvus/pkg/util/paramtable"
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"github.com/milvus-io/milvus/pkg/util/testutils"
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"github.com/milvus-io/milvus/pkg/util/typeutil"
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)
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func TestQueryTask_all(t *testing.T) {
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var (
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err error
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ctx = context.TODO()
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rc = NewRootCoordMock()
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qc = mocks.NewMockQueryCoordClient(t)
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qn = getQueryNodeClient()
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shardsNum = common.DefaultShardsNum
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collectionName = t.Name() + funcutil.GenRandomStr()
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expr = fmt.Sprintf("%s > 0", testInt64Field)
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hitNum = 10
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)
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qn.EXPECT().GetComponentStates(mock.Anything, mock.Anything, mock.Anything).Return(nil, nil).Maybe()
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successStatus := commonpb.Status{ErrorCode: commonpb.ErrorCode_Success}
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qc.EXPECT().LoadCollection(mock.Anything, mock.Anything).Return(&successStatus, nil)
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qc.EXPECT().GetShardLeaders(mock.Anything, mock.Anything).Return(&querypb.GetShardLeadersResponse{
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Status: &successStatus,
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Shards: []*querypb.ShardLeadersList{
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{
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ChannelName: "channel-1",
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NodeIds: []int64{1, 2, 3},
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NodeAddrs: []string{"localhost:9000", "localhost:9001", "localhost:9002"},
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},
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},
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}, nil).Maybe()
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qc.EXPECT().ShowCollections(mock.Anything, mock.Anything).Return(&querypb.ShowCollectionsResponse{
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Status: &successStatus,
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}, nil).Maybe()
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mgr := NewMockShardClientManager(t)
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mgr.EXPECT().GetClient(mock.Anything, mock.Anything).Return(qn, nil).Maybe()
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mgr.EXPECT().UpdateShardLeaders(mock.Anything, mock.Anything).Return(nil).Maybe()
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lb := NewLBPolicyImpl(mgr)
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defer rc.Close()
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err = InitMetaCache(ctx, rc, qc, mgr)
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assert.NoError(t, err)
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fieldName2Types := map[string]schemapb.DataType{
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testBoolField: schemapb.DataType_Bool,
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testInt32Field: schemapb.DataType_Int32,
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testInt64Field: schemapb.DataType_Int64,
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testFloatField: schemapb.DataType_Float,
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testDoubleField: schemapb.DataType_Double,
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testFloatVecField: schemapb.DataType_FloatVector,
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}
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if enableMultipleVectorFields {
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fieldName2Types[testBinaryVecField] = schemapb.DataType_BinaryVector
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}
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schema := constructCollectionSchemaByDataType(collectionName, fieldName2Types, testInt64Field, false)
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marshaledSchema, err := proto.Marshal(schema)
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assert.NoError(t, err)
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createColT := &createCollectionTask{
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Condition: NewTaskCondition(ctx),
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CreateCollectionRequest: &milvuspb.CreateCollectionRequest{
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CollectionName: collectionName,
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Schema: marshaledSchema,
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ShardsNum: shardsNum,
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},
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ctx: ctx,
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rootCoord: rc,
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}
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require.NoError(t, createColT.OnEnqueue())
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require.NoError(t, createColT.PreExecute(ctx))
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require.NoError(t, createColT.Execute(ctx))
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require.NoError(t, createColT.PostExecute(ctx))
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collectionID, err := globalMetaCache.GetCollectionID(ctx, GetCurDBNameFromContextOrDefault(ctx), collectionName)
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assert.NoError(t, err)
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status, err := qc.LoadCollection(ctx, &querypb.LoadCollectionRequest{
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Base: &commonpb.MsgBase{
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MsgType: commonpb.MsgType_LoadCollection,
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SourceID: paramtable.GetNodeID(),
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},
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CollectionID: collectionID,
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})
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require.NoError(t, err)
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require.Equal(t, commonpb.ErrorCode_Success, status.ErrorCode)
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// test begins
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task := &queryTask{
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Condition: NewTaskCondition(ctx),
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RetrieveRequest: &internalpb.RetrieveRequest{
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Base: &commonpb.MsgBase{
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MsgType: commonpb.MsgType_Retrieve,
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SourceID: paramtable.GetNodeID(),
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},
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CollectionID: collectionID,
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OutputFieldsId: make([]int64, len(fieldName2Types)),
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},
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ctx: ctx,
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result: &milvuspb.QueryResults{
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Status: merr.Success(),
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FieldsData: []*schemapb.FieldData{},
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},
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request: &milvuspb.QueryRequest{
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Base: &commonpb.MsgBase{
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MsgType: commonpb.MsgType_Retrieve,
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SourceID: paramtable.GetNodeID(),
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},
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CollectionName: collectionName,
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Expr: expr,
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QueryParams: []*commonpb.KeyValuePair{
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{
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Key: IgnoreGrowingKey,
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Value: "false",
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},
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},
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},
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qc: qc,
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lb: lb,
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}
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assert.NoError(t, task.OnEnqueue())
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// test query task with timeout
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ctx1, cancel1 := context.WithTimeout(ctx, 10*time.Second)
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defer cancel1()
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// before preExecute
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assert.Equal(t, typeutil.ZeroTimestamp, task.TimeoutTimestamp)
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task.ctx = ctx1
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assert.NoError(t, task.PreExecute(ctx))
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{
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task.mustUsePartitionKey = true
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err := task.PreExecute(ctx)
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assert.Error(t, err)
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assert.ErrorIs(t, err, merr.ErrParameterInvalid)
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task.mustUsePartitionKey = false
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}
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// after preExecute
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assert.Greater(t, task.TimeoutTimestamp, typeutil.ZeroTimestamp)
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// check reduce_stop_for_best
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assert.Equal(t, false, task.RetrieveRequest.GetReduceStopForBest())
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task.request.QueryParams = append(task.request.QueryParams, &commonpb.KeyValuePair{
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Key: ReduceStopForBestKey,
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Value: "trxxxx",
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})
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assert.Error(t, task.PreExecute(ctx))
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result1 := &internalpb.RetrieveResults{
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Base: &commonpb.MsgBase{MsgType: commonpb.MsgType_RetrieveResult},
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Status: merr.Success(),
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Ids: &schemapb.IDs{
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IdField: &schemapb.IDs_IntId{
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IntId: &schemapb.LongArray{Data: testutils.GenerateInt64Array(hitNum)},
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},
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},
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}
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outputFieldIDs := make([]UniqueID, 0, len(fieldName2Types))
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for i := 0; i < len(fieldName2Types); i++ {
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outputFieldIDs = append(outputFieldIDs, int64(common.StartOfUserFieldID+i))
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}
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task.RetrieveRequest.OutputFieldsId = outputFieldIDs
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for fieldName, dataType := range fieldName2Types {
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result1.FieldsData = append(result1.FieldsData, generateFieldData(dataType, fieldName, hitNum))
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}
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result1.FieldsData = append(result1.FieldsData, generateFieldData(schemapb.DataType_Int64, common.TimeStampFieldName, hitNum))
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task.RetrieveRequest.OutputFieldsId = append(task.RetrieveRequest.OutputFieldsId, common.TimeStampField)
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task.ctx = ctx
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qn.ExpectedCalls = nil
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qn.EXPECT().GetComponentStates(mock.Anything, mock.Anything).Return(nil, nil).Maybe()
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qn.EXPECT().Query(mock.Anything, mock.Anything).Return(nil, errors.New("mock error"))
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assert.Error(t, task.Execute(ctx))
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qn.ExpectedCalls = nil
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qn.EXPECT().GetComponentStates(mock.Anything, mock.Anything).Return(nil, nil).Maybe()
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qn.EXPECT().Query(mock.Anything, mock.Anything).Return(&internalpb.RetrieveResults{
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Status: merr.Status(merr.ErrChannelNotAvailable),
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}, nil)
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err = task.Execute(ctx)
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assert.ErrorIs(t, err, merr.ErrChannelNotAvailable)
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qn.ExpectedCalls = nil
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qn.EXPECT().GetComponentStates(mock.Anything, mock.Anything).Return(nil, nil).Maybe()
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qn.EXPECT().Query(mock.Anything, mock.Anything).Return(&internalpb.RetrieveResults{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_UnexpectedError,
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},
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}, nil)
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assert.Error(t, task.Execute(ctx))
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qn.ExpectedCalls = nil
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qn.EXPECT().GetComponentStates(mock.Anything, mock.Anything).Return(nil, nil).Maybe()
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qn.EXPECT().Query(mock.Anything, mock.Anything).Return(result1, nil)
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assert.NoError(t, task.Execute(ctx))
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task.queryParams = &queryParams{
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limit: 100,
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offset: 100,
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}
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assert.NoError(t, task.PostExecute(ctx))
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for i := 0; i < len(task.result.FieldsData); i++ {
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assert.NotEqual(t, task.result.FieldsData[i].FieldId, common.TimeStampField)
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}
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}
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func Test_translateToOutputFieldIDs(t *testing.T) {
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type testCases struct {
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name string
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outputFields []string
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schema *schemapb.CollectionSchema
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expectedError bool
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expectedIDs []int64
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}
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cases := []testCases{
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{
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name: "empty output fields",
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outputFields: []string{},
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schema: &schemapb.CollectionSchema{
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Fields: []*schemapb.FieldSchema{
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{
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FieldID: common.RowIDField,
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Name: common.RowIDFieldName,
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},
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{
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FieldID: 100,
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Name: "ID",
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IsPrimaryKey: true,
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},
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{
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FieldID: 101,
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Name: "Vector",
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},
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},
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},
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expectedError: false,
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expectedIDs: []int64{100, 101},
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},
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{
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name: "nil output fields",
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outputFields: nil,
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schema: &schemapb.CollectionSchema{
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Fields: []*schemapb.FieldSchema{
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{
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FieldID: common.RowIDField,
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Name: common.RowIDFieldName,
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},
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{
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FieldID: 100,
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Name: "ID",
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IsPrimaryKey: true,
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},
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{
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FieldID: 101,
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Name: "Vector",
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},
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},
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},
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expectedError: false,
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expectedIDs: []int64{100, 101},
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},
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{
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name: "full list",
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outputFields: []string{"ID", "Vector"},
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schema: &schemapb.CollectionSchema{
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Fields: []*schemapb.FieldSchema{
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{
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FieldID: common.RowIDField,
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Name: common.RowIDFieldName,
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},
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{
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FieldID: 100,
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Name: "ID",
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IsPrimaryKey: true,
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},
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{
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FieldID: 101,
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Name: "Vector",
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},
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},
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},
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expectedError: false,
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expectedIDs: []int64{100, 101},
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},
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{
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name: "vector only",
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outputFields: []string{"Vector"},
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schema: &schemapb.CollectionSchema{
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Fields: []*schemapb.FieldSchema{
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{
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FieldID: common.RowIDField,
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Name: common.RowIDFieldName,
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},
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{
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FieldID: 100,
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Name: "ID",
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IsPrimaryKey: true,
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},
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{
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FieldID: 101,
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Name: "Vector",
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},
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},
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},
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expectedError: false,
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expectedIDs: []int64{101, 100},
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},
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{
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name: "with field not exist",
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outputFields: []string{"ID", "Vector", "Extra"},
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schema: &schemapb.CollectionSchema{
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Fields: []*schemapb.FieldSchema{
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{
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FieldID: common.RowIDField,
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Name: common.RowIDFieldName,
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},
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{
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FieldID: 100,
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Name: "ID",
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IsPrimaryKey: true,
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},
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{
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FieldID: 101,
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Name: "Vector",
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},
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},
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},
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expectedError: true,
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},
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}
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for _, tc := range cases {
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t.Run(tc.name, func(t *testing.T) {
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ids, err := translateToOutputFieldIDs(tc.outputFields, tc.schema)
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if tc.expectedError {
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assert.Error(t, err)
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} else {
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assert.NoError(t, err)
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require.Equal(t, len(tc.expectedIDs), len(ids))
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for idx, expectedID := range tc.expectedIDs {
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assert.Equal(t, expectedID, ids[idx])
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}
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}
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})
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}
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}
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func TestTaskQuery_functions(t *testing.T) {
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t.Run("test parseQueryParams", func(t *testing.T) {
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tests := []struct {
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description string
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inKey []string
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inValue []string
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expectErr bool
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outLimit int64
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outOffset int64
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}{
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{"empty input", []string{}, []string{}, false, typeutil.Unlimited, 0},
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{"valid limit=1", []string{LimitKey}, []string{"1"}, false, 1, 0},
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{"valid limit=1, offset=2", []string{LimitKey, OffsetKey}, []string{"1", "2"}, false, 1, 2},
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{"valid no limit, offset=2", []string{OffsetKey}, []string{"2"}, false, typeutil.Unlimited, 0},
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{"invalid limit str", []string{LimitKey}, []string{"a"}, true, 0, 0},
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{"invalid limit zero", []string{LimitKey}, []string{"0"}, true, 0, 0},
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{"invalid limit negative", []string{LimitKey}, []string{"-1"}, true, 0, 0},
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{"invalid limit 16385", []string{LimitKey}, []string{"16385"}, true, 0, 0},
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{"invalid offset negative", []string{LimitKey, OffsetKey}, []string{"1", "-1"}, true, 0, 0},
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{"invalid offset 16385", []string{LimitKey, OffsetKey}, []string{"1", "16385"}, true, 0, 0},
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{"invalid limit=16384 offset=16384", []string{LimitKey, OffsetKey}, []string{"16384", "16384"}, true, 0, 0},
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}
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for _, test := range tests {
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t.Run(test.description, func(t *testing.T) {
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var inParams []*commonpb.KeyValuePair
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for i := range test.inKey {
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inParams = append(inParams, &commonpb.KeyValuePair{
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Key: test.inKey[i],
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Value: test.inValue[i],
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})
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}
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ret, err := parseQueryParams(inParams)
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if test.expectErr {
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assert.Error(t, err)
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assert.Empty(t, ret)
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} else {
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assert.NoError(t, err)
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assert.Equal(t, test.outLimit, ret.limit)
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assert.Equal(t, test.outOffset, ret.offset)
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}
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})
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}
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})
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|
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t.Run("test reduceRetrieveResults", func(t *testing.T) {
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const (
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Dim = 8
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Int64FieldName = "Int64Field"
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FloatVectorFieldName = "FloatVectorField"
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Int64FieldID = common.StartOfUserFieldID + 1
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FloatVectorFieldID = common.StartOfUserFieldID + 2
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)
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Int64Array := []int64{11, 22}
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FloatVector := []float32{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 11.0, 22.0, 33.0, 44.0, 55.0, 66.0, 77.0, 88.0}
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|
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var fieldDataArray1 []*schemapb.FieldData
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fieldDataArray1 = append(fieldDataArray1, getFieldData(Int64FieldName, Int64FieldID, schemapb.DataType_Int64, Int64Array[0:2], 1))
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fieldDataArray1 = append(fieldDataArray1, getFieldData(FloatVectorFieldName, FloatVectorFieldID, schemapb.DataType_FloatVector, FloatVector[0:16], Dim))
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var fieldDataArray2 []*schemapb.FieldData
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fieldDataArray2 = append(fieldDataArray2, getFieldData(Int64FieldName, Int64FieldID, schemapb.DataType_Int64, Int64Array[0:2], 1))
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fieldDataArray2 = append(fieldDataArray2, getFieldData(FloatVectorFieldName, FloatVectorFieldID, schemapb.DataType_FloatVector, FloatVector[0:16], Dim))
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|
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t.Run("test skip dupPK 2", func(t *testing.T) {
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result1 := &internalpb.RetrieveResults{
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Ids: &schemapb.IDs{
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IdField: &schemapb.IDs_IntId{
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IntId: &schemapb.LongArray{
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Data: []int64{0, 1},
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},
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},
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},
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FieldsData: fieldDataArray1,
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}
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result2 := &internalpb.RetrieveResults{
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Ids: &schemapb.IDs{
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IdField: &schemapb.IDs_IntId{
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IntId: &schemapb.LongArray{
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Data: []int64{0, 1},
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},
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},
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},
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FieldsData: fieldDataArray2,
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}
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result, err := reduceRetrieveResults(context.Background(), []*internalpb.RetrieveResults{result1, result2}, &queryParams{limit: 2})
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assert.NoError(t, err)
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assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, Int64Array, result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
assert.InDeltaSlice(t, FloatVector, result.FieldsData[1].GetVectors().GetFloatVector().Data, 10e-10)
|
|
})
|
|
|
|
t.Run("test nil results", func(t *testing.T) {
|
|
ret, err := reduceRetrieveResults(context.Background(), nil, &queryParams{})
|
|
assert.NoError(t, err)
|
|
assert.Empty(t, ret.GetFieldsData())
|
|
})
|
|
|
|
t.Run("test merge", func(t *testing.T) {
|
|
r1 := &internalpb.RetrieveResults{
|
|
Ids: &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{
|
|
Data: []int64{1, 3},
|
|
},
|
|
},
|
|
},
|
|
FieldsData: fieldDataArray1,
|
|
}
|
|
r2 := &internalpb.RetrieveResults{
|
|
Ids: &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{
|
|
Data: []int64{2, 4},
|
|
},
|
|
},
|
|
},
|
|
FieldsData: fieldDataArray2,
|
|
}
|
|
|
|
resultFloat := []float32{
|
|
1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0,
|
|
1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0,
|
|
11.0, 22.0, 33.0, 44.0, 55.0, 66.0, 77.0, 88.0,
|
|
11.0, 22.0, 33.0, 44.0, 55.0, 66.0, 77.0, 88.0,
|
|
}
|
|
|
|
t.Run("test limited", func(t *testing.T) {
|
|
tests := []struct {
|
|
description string
|
|
limit int64
|
|
}{
|
|
{"limit 1", 1},
|
|
{"limit 2", 2},
|
|
{"limit 3", 3},
|
|
{"limit 4", 4},
|
|
}
|
|
resultField0 := []int64{11, 11, 22, 22}
|
|
for _, test := range tests {
|
|
t.Run(test.description, func(t *testing.T) {
|
|
result, err := reduceRetrieveResults(context.Background(), []*internalpb.RetrieveResults{r1, r2}, &queryParams{limit: test.limit})
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, resultField0[0:test.limit], result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
assert.InDeltaSlice(t, resultFloat[0:test.limit*Dim], result.FieldsData[1].GetVectors().GetFloatVector().Data, 10e-10)
|
|
assert.NoError(t, err)
|
|
})
|
|
}
|
|
})
|
|
|
|
t.Run("test unLimited and maxOutputSize", func(t *testing.T) {
|
|
paramtable.Get().Save(paramtable.Get().QuotaConfig.MaxOutputSize.Key, "1")
|
|
|
|
ids := make([]int64, 100)
|
|
offsets := make([]int64, 100)
|
|
for i := range ids {
|
|
ids[i] = int64(i)
|
|
offsets[i] = int64(i)
|
|
}
|
|
fieldData := getFieldData(Int64FieldName, Int64FieldID, schemapb.DataType_Int64, ids, 1)
|
|
|
|
result := &internalpb.RetrieveResults{
|
|
Ids: &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{
|
|
Data: ids,
|
|
},
|
|
},
|
|
},
|
|
FieldsData: []*schemapb.FieldData{fieldData},
|
|
}
|
|
|
|
_, err := reduceRetrieveResults(context.Background(), []*internalpb.RetrieveResults{result}, &queryParams{limit: typeutil.Unlimited})
|
|
assert.Error(t, err)
|
|
paramtable.Get().Save(paramtable.Get().QuotaConfig.MaxOutputSize.Key, "1104857600")
|
|
})
|
|
|
|
t.Run("test offset", func(t *testing.T) {
|
|
tests := []struct {
|
|
description string
|
|
offset int64
|
|
}{
|
|
{"offset 0", 0},
|
|
{"offset 1", 1},
|
|
{"offset 2", 2},
|
|
{"offset 3", 3},
|
|
}
|
|
resultField0 := []int64{11, 11, 22, 22}
|
|
for _, test := range tests {
|
|
t.Run(test.description, func(t *testing.T) {
|
|
result, err := reduceRetrieveResults(context.Background(), []*internalpb.RetrieveResults{r1, r2}, &queryParams{limit: 1, offset: test.offset})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, resultField0[test.offset:test.offset+1], result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
assert.InDeltaSlice(t, resultFloat[test.offset*Dim:(test.offset+1)*Dim], result.FieldsData[1].GetVectors().GetFloatVector().Data, 10e-10)
|
|
})
|
|
}
|
|
})
|
|
|
|
t.Run("test stop reduce for best for limit", func(t *testing.T) {
|
|
r1.HasMoreResult = true
|
|
r2.HasMoreResult = false
|
|
result, err := reduceRetrieveResults(context.Background(),
|
|
[]*internalpb.RetrieveResults{r1, r2},
|
|
&queryParams{limit: 2, reduceStopForBest: true})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, []int64{11, 11, 22}, result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
len := len(result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
assert.InDeltaSlice(t, resultFloat[0:(len)*Dim], result.FieldsData[1].GetVectors().GetFloatVector().Data, 10e-10)
|
|
})
|
|
|
|
t.Run("test stop reduce for best for limit and offset", func(t *testing.T) {
|
|
r1.HasMoreResult = true
|
|
r2.HasMoreResult = true
|
|
result, err := reduceRetrieveResults(context.Background(),
|
|
[]*internalpb.RetrieveResults{r1, r2},
|
|
&queryParams{limit: 1, offset: 1, reduceStopForBest: true})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, []int64{11, 22}, result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
})
|
|
|
|
t.Run("test stop reduce for best for limit and offset", func(t *testing.T) {
|
|
r1.HasMoreResult = false
|
|
r2.HasMoreResult = true
|
|
result, err := reduceRetrieveResults(context.Background(),
|
|
[]*internalpb.RetrieveResults{r1, r2},
|
|
&queryParams{limit: 2, offset: 1, reduceStopForBest: true})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
|
|
// we should get 6 result back in total, but only get 4, which means all the result should actually be part of result
|
|
assert.Equal(t, []int64{11, 22, 22}, result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
})
|
|
|
|
t.Run("test stop reduce for best for unlimited set", func(t *testing.T) {
|
|
r1.HasMoreResult = false
|
|
r2.HasMoreResult = false
|
|
result, err := reduceRetrieveResults(context.Background(),
|
|
[]*internalpb.RetrieveResults{r1, r2},
|
|
&queryParams{limit: typeutil.Unlimited, reduceStopForBest: true})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, []int64{11, 11, 22, 22}, result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
len := len(result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
assert.InDeltaSlice(t, resultFloat[0:(len)*Dim], result.FieldsData[1].GetVectors().GetFloatVector().Data, 10e-10)
|
|
})
|
|
|
|
t.Run("test stop reduce for best for unlimited set amd offset", func(t *testing.T) {
|
|
result, err := reduceRetrieveResults(context.Background(),
|
|
[]*internalpb.RetrieveResults{r1, r2},
|
|
&queryParams{limit: typeutil.Unlimited, offset: 3, reduceStopForBest: true})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, []int64{22}, result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
})
|
|
})
|
|
})
|
|
}
|
|
|
|
func getFieldData(fieldName string, fieldID int64, fieldType schemapb.DataType, fieldValue interface{}, dim int64) *schemapb.FieldData {
|
|
var fieldData *schemapb.FieldData
|
|
switch fieldType {
|
|
case schemapb.DataType_Bool:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Bool,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_BoolData{
|
|
BoolData: &schemapb.BoolArray{
|
|
Data: fieldValue.([]bool),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_Int32:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Int32,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_IntData{
|
|
IntData: &schemapb.IntArray{
|
|
Data: fieldValue.([]int32),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_Int64:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Int64,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_LongData{
|
|
LongData: &schemapb.LongArray{
|
|
Data: fieldValue.([]int64),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_Float:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Float,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_FloatData{
|
|
FloatData: &schemapb.FloatArray{
|
|
Data: fieldValue.([]float32),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_Double:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Double,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_DoubleData{
|
|
DoubleData: &schemapb.DoubleArray{
|
|
Data: fieldValue.([]float64),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_VarChar:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_VarChar,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_StringData{
|
|
StringData: &schemapb.StringArray{
|
|
Data: fieldValue.([]string),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
|
|
case schemapb.DataType_BinaryVector:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_BinaryVector,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Vectors{
|
|
Vectors: &schemapb.VectorField{
|
|
Dim: dim,
|
|
Data: &schemapb.VectorField_BinaryVector{
|
|
BinaryVector: fieldValue.([]byte),
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_FloatVector:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_FloatVector,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Vectors{
|
|
Vectors: &schemapb.VectorField{
|
|
Dim: dim,
|
|
Data: &schemapb.VectorField_FloatVector{
|
|
FloatVector: &schemapb.FloatArray{
|
|
Data: fieldValue.([]float32),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
default:
|
|
log.Warn("not supported field type", zap.String("fieldType", fieldType.String()))
|
|
}
|
|
|
|
return fieldData
|
|
}
|
|
|
|
func Test_filterSystemFields(t *testing.T) {
|
|
outputFieldIDs := []UniqueID{common.RowIDField, common.TimeStampField, common.StartOfUserFieldID}
|
|
filtered := filterSystemFields(outputFieldIDs)
|
|
assert.ElementsMatch(t, []UniqueID{common.StartOfUserFieldID}, filtered)
|
|
}
|
|
|
|
func Test_matchCountRule(t *testing.T) {
|
|
type args struct {
|
|
outputs []string
|
|
}
|
|
tests := []struct {
|
|
name string
|
|
args args
|
|
want bool
|
|
}{
|
|
{
|
|
args: args{
|
|
outputs: nil,
|
|
},
|
|
want: false,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"count(*)", "count(*)"},
|
|
},
|
|
want: false,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"not count(*)"},
|
|
},
|
|
want: false,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"count(*)"},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"COUNT(*)"},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{" count(*)"},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{" COUNT(*)"},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"count(*) "},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"COUNT(*) "},
|
|
},
|
|
want: true,
|
|
},
|
|
}
|
|
for _, tt := range tests {
|
|
t.Run(tt.name, func(t *testing.T) {
|
|
assert.Equalf(t, tt.want, matchCountRule(tt.args.outputs), "matchCountRule(%v)", tt.args.outputs)
|
|
})
|
|
}
|
|
}
|
|
|
|
func Test_createCntPlan(t *testing.T) {
|
|
t.Run("plan without filter", func(t *testing.T) {
|
|
plan, err := createCntPlan("", nil)
|
|
assert.NoError(t, err)
|
|
assert.True(t, plan.GetQuery().GetIsCount())
|
|
assert.Nil(t, plan.GetQuery().GetPredicates())
|
|
})
|
|
|
|
t.Run("invalid schema", func(t *testing.T) {
|
|
schema := &schemapb.CollectionSchema{
|
|
Fields: []*schemapb.FieldSchema{
|
|
{
|
|
FieldID: 100,
|
|
Name: "a",
|
|
IsPrimaryKey: true,
|
|
DataType: schemapb.DataType_Int64,
|
|
},
|
|
},
|
|
}
|
|
schemaHelper, err := typeutil.CreateSchemaHelper(schema)
|
|
require.NoError(t, err)
|
|
plan, err := createCntPlan("a > 4", schemaHelper)
|
|
assert.NoError(t, err)
|
|
assert.True(t, plan.GetQuery().GetIsCount())
|
|
assert.NotNil(t, plan.GetQuery().GetPredicates())
|
|
})
|
|
}
|
|
|
|
func Test_queryTask_createPlan(t *testing.T) {
|
|
collSchema := newTestSchema()
|
|
t.Run("match count rule", func(t *testing.T) {
|
|
schema := newSchemaInfo(collSchema)
|
|
tsk := &queryTask{
|
|
request: &milvuspb.QueryRequest{
|
|
OutputFields: []string{"count(*)"},
|
|
},
|
|
schema: schema,
|
|
}
|
|
err := tsk.createPlan(context.TODO())
|
|
assert.NoError(t, err)
|
|
plan := tsk.plan
|
|
assert.True(t, plan.GetQuery().GetIsCount())
|
|
assert.Nil(t, plan.GetQuery().GetPredicates())
|
|
})
|
|
|
|
t.Run("query without expression", func(t *testing.T) {
|
|
schema := newSchemaInfo(collSchema)
|
|
tsk := &queryTask{
|
|
request: &milvuspb.QueryRequest{
|
|
OutputFields: []string{"Int64"},
|
|
},
|
|
schema: schema,
|
|
}
|
|
err := tsk.createPlan(context.TODO())
|
|
assert.Error(t, err)
|
|
})
|
|
|
|
t.Run("invalid expression", func(t *testing.T) {
|
|
schema := newSchemaInfo(collSchema)
|
|
|
|
tsk := &queryTask{
|
|
schema: schema,
|
|
request: &milvuspb.QueryRequest{
|
|
OutputFields: []string{"a"},
|
|
Expr: "b > 2",
|
|
},
|
|
}
|
|
err := tsk.createPlan(context.TODO())
|
|
assert.Error(t, err)
|
|
})
|
|
|
|
t.Run("invalid output fields", func(t *testing.T) {
|
|
schema := newSchemaInfo(collSchema)
|
|
|
|
tsk := &queryTask{
|
|
schema: schema,
|
|
request: &milvuspb.QueryRequest{
|
|
OutputFields: []string{"b"},
|
|
Expr: "a > 2",
|
|
},
|
|
}
|
|
err := tsk.createPlan(context.TODO())
|
|
assert.Error(t, err)
|
|
})
|
|
}
|
|
|
|
func TestQueryTask_IDs2Expr(t *testing.T) {
|
|
fieldName := "pk"
|
|
intIDs := &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{
|
|
Data: []int64{1, 2, 3, 4, 5},
|
|
},
|
|
},
|
|
}
|
|
stringIDs := &schemapb.IDs{
|
|
IdField: &schemapb.IDs_StrId{
|
|
StrId: &schemapb.StringArray{
|
|
Data: []string{"a", "b", "c"},
|
|
},
|
|
},
|
|
}
|
|
idExpr := IDs2Expr(fieldName, intIDs)
|
|
expectIDExpr := "pk in [ 1, 2, 3, 4, 5 ]"
|
|
assert.Equal(t, expectIDExpr, idExpr)
|
|
|
|
strExpr := IDs2Expr(fieldName, stringIDs)
|
|
expectStrExpr := "pk in [ \"a\", \"b\", \"c\" ]"
|
|
assert.Equal(t, expectStrExpr, strExpr)
|
|
}
|
|
|
|
func TestQueryTask_CanSkipAllocTimestamp(t *testing.T) {
|
|
dbName := "test_query"
|
|
collName := "test_skip_alloc_timestamp"
|
|
collID := UniqueID(111)
|
|
mockMetaCache := NewMockCache(t)
|
|
globalMetaCache = mockMetaCache
|
|
|
|
t.Run("default consistency level", func(t *testing.T) {
|
|
qt := &queryTask{
|
|
request: &milvuspb.QueryRequest{
|
|
Base: nil,
|
|
DbName: dbName,
|
|
CollectionName: collName,
|
|
UseDefaultConsistency: true,
|
|
},
|
|
}
|
|
mockMetaCache.EXPECT().GetCollectionID(mock.Anything, mock.Anything, mock.Anything).Return(collID, nil)
|
|
mockMetaCache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(
|
|
&collectionBasicInfo{
|
|
collID: collID,
|
|
consistencyLevel: commonpb.ConsistencyLevel_Eventually,
|
|
}, nil).Once()
|
|
|
|
skip := qt.CanSkipAllocTimestamp()
|
|
assert.True(t, skip)
|
|
|
|
mockMetaCache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(
|
|
&collectionBasicInfo{
|
|
collID: collID,
|
|
consistencyLevel: commonpb.ConsistencyLevel_Bounded,
|
|
}, nil).Once()
|
|
skip = qt.CanSkipAllocTimestamp()
|
|
assert.True(t, skip)
|
|
|
|
mockMetaCache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(
|
|
&collectionBasicInfo{
|
|
collID: collID,
|
|
consistencyLevel: commonpb.ConsistencyLevel_Strong,
|
|
}, nil).Once()
|
|
skip = qt.CanSkipAllocTimestamp()
|
|
assert.False(t, skip)
|
|
})
|
|
|
|
t.Run("request consistency level", func(t *testing.T) {
|
|
mockMetaCache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(
|
|
&collectionBasicInfo{
|
|
collID: collID,
|
|
consistencyLevel: commonpb.ConsistencyLevel_Eventually,
|
|
}, nil).Times(3)
|
|
|
|
qt := &queryTask{
|
|
request: &milvuspb.QueryRequest{
|
|
Base: nil,
|
|
DbName: dbName,
|
|
CollectionName: collName,
|
|
UseDefaultConsistency: false,
|
|
ConsistencyLevel: commonpb.ConsistencyLevel_Eventually,
|
|
},
|
|
}
|
|
|
|
skip := qt.CanSkipAllocTimestamp()
|
|
assert.True(t, skip)
|
|
|
|
qt.request.ConsistencyLevel = commonpb.ConsistencyLevel_Bounded
|
|
skip = qt.CanSkipAllocTimestamp()
|
|
assert.True(t, skip)
|
|
|
|
qt.request.ConsistencyLevel = commonpb.ConsistencyLevel_Strong
|
|
skip = qt.CanSkipAllocTimestamp()
|
|
assert.False(t, skip)
|
|
})
|
|
|
|
t.Run("legacy_guarantee_ts", func(t *testing.T) {
|
|
qt := &queryTask{
|
|
request: &milvuspb.QueryRequest{
|
|
Base: nil,
|
|
DbName: dbName,
|
|
CollectionName: collName,
|
|
UseDefaultConsistency: false,
|
|
ConsistencyLevel: commonpb.ConsistencyLevel_Strong,
|
|
},
|
|
}
|
|
|
|
skip := qt.CanSkipAllocTimestamp()
|
|
assert.False(t, skip)
|
|
|
|
qt.request.GuaranteeTimestamp = 1 // eventually
|
|
skip = qt.CanSkipAllocTimestamp()
|
|
assert.True(t, skip)
|
|
|
|
qt.request.GuaranteeTimestamp = 2 // bounded
|
|
skip = qt.CanSkipAllocTimestamp()
|
|
assert.True(t, skip)
|
|
})
|
|
|
|
t.Run("failed", func(t *testing.T) {
|
|
mockMetaCache.ExpectedCalls = nil
|
|
mockMetaCache.EXPECT().GetCollectionID(mock.Anything, mock.Anything, mock.Anything).Return(collID, nil)
|
|
mockMetaCache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(
|
|
nil, fmt.Errorf("mock error")).Once()
|
|
|
|
qt := &queryTask{
|
|
request: &milvuspb.QueryRequest{
|
|
Base: nil,
|
|
DbName: dbName,
|
|
CollectionName: collName,
|
|
UseDefaultConsistency: true,
|
|
ConsistencyLevel: commonpb.ConsistencyLevel_Eventually,
|
|
},
|
|
}
|
|
|
|
skip := qt.CanSkipAllocTimestamp()
|
|
assert.False(t, skip)
|
|
|
|
mockMetaCache.ExpectedCalls = nil
|
|
mockMetaCache.EXPECT().GetCollectionID(mock.Anything, mock.Anything, mock.Anything).Return(collID, fmt.Errorf("mock error"))
|
|
mockMetaCache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(
|
|
&collectionBasicInfo{
|
|
collID: collID,
|
|
consistencyLevel: commonpb.ConsistencyLevel_Eventually,
|
|
}, nil)
|
|
|
|
skip = qt.CanSkipAllocTimestamp()
|
|
assert.False(t, skip)
|
|
|
|
qt2 := &queryTask{
|
|
request: &milvuspb.QueryRequest{
|
|
Base: nil,
|
|
DbName: dbName,
|
|
CollectionName: collName,
|
|
UseDefaultConsistency: false,
|
|
ConsistencyLevel: commonpb.ConsistencyLevel_Eventually,
|
|
},
|
|
}
|
|
|
|
skip = qt2.CanSkipAllocTimestamp()
|
|
assert.True(t, skip)
|
|
})
|
|
}
|