milvus/internal/querynodev2/pipeline/pipeline_test.go
Buqian Zheng 3c80083f51
feat: [Sparse Float Vector] add sparse vector support to milvus components (#30630)
add sparse float vector support to different milvus components,
including proxy, data node to receive and write sparse float vectors to
binlog, query node to handle search requests, index node to build index
for sparse float column, etc.

https://github.com/milvus-io/milvus/issues/29419

---------

Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
2024-03-13 14:32:54 -07:00

170 lines
5.5 KiB
Go

// 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 pipeline
import (
"context"
"testing"
"github.com/samber/lo"
"github.com/stretchr/testify/mock"
"github.com/stretchr/testify/suite"
"github.com/milvus-io/milvus-proto/go-api/v2/msgpb"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/internal/proto/querypb"
"github.com/milvus-io/milvus/internal/querynodev2/delegator"
"github.com/milvus-io/milvus/internal/querynodev2/segments"
"github.com/milvus-io/milvus/internal/querynodev2/tsafe"
"github.com/milvus-io/milvus/pkg/mq/msgdispatcher"
"github.com/milvus-io/milvus/pkg/mq/msgstream"
"github.com/milvus-io/milvus/pkg/mq/msgstream/mqwrapper"
"github.com/milvus-io/milvus/pkg/util/paramtable"
)
type PipelineTestSuite struct {
suite.Suite
// datas
collectionName string
collectionID int64
partitionIDs []int64
channel string
insertSegmentIDs []int64
deletePKs []int64
// dependencies
tSafeManager TSafeManager
// mocks
segmentManager *segments.MockSegmentManager
collectionManager *segments.MockCollectionManager
delegator *delegator.MockShardDelegator
msgDispatcher *msgdispatcher.MockClient
msgChan chan *msgstream.MsgPack
}
func (suite *PipelineTestSuite) SetupSuite() {
suite.collectionID = 111
suite.collectionName = "test-collection"
suite.channel = "test-channel"
suite.partitionIDs = []int64{11, 22}
suite.insertSegmentIDs = []int64{1, 2, 3}
suite.deletePKs = []int64{1, 2, 3}
suite.msgChan = make(chan *msgstream.MsgPack, 1)
}
func (suite *PipelineTestSuite) buildMsgPack(schema *schemapb.CollectionSchema) *msgstream.MsgPack {
msgPack := &msgstream.MsgPack{
BeginTs: 0,
EndTs: 1,
Msgs: []msgstream.TsMsg{},
}
for id, segmentID := range suite.insertSegmentIDs {
insertMsg := buildInsertMsg(suite.collectionID, suite.partitionIDs[id%len(suite.partitionIDs)], segmentID, suite.channel, 1)
insertMsg.FieldsData = genFiledDataWithSchema(schema, 1)
msgPack.Msgs = append(msgPack.Msgs, insertMsg)
}
for id, pk := range suite.deletePKs {
deleteMsg := buildDeleteMsg(suite.collectionID, suite.partitionIDs[id%len(suite.partitionIDs)], suite.channel, 1)
deleteMsg.PrimaryKeys = genDeletePK(pk)
msgPack.Msgs = append(msgPack.Msgs, deleteMsg)
}
return msgPack
}
func (suite *PipelineTestSuite) SetupTest() {
paramtable.Init()
// init mock
// init manager
suite.collectionManager = segments.NewMockCollectionManager(suite.T())
suite.segmentManager = segments.NewMockSegmentManager(suite.T())
// init delegator
suite.delegator = delegator.NewMockShardDelegator(suite.T())
// init mq dispatcher
suite.msgDispatcher = msgdispatcher.NewMockClient(suite.T())
// init dependency
// init tsafeManager
suite.tSafeManager = tsafe.NewTSafeReplica()
suite.tSafeManager.Add(context.Background(), suite.channel, 0)
}
func (suite *PipelineTestSuite) TestBasic() {
// init mock
// mock collection manager
schema := segments.GenTestCollectionSchema(suite.collectionName, schemapb.DataType_Int64, true)
collection := segments.NewCollection(suite.collectionID, schema, segments.GenTestIndexMeta(suite.collectionID, schema), querypb.LoadType_LoadCollection)
suite.collectionManager.EXPECT().Get(suite.collectionID).Return(collection)
// mock mq factory
suite.msgDispatcher.EXPECT().Register(mock.Anything, suite.channel, mock.Anything, mqwrapper.SubscriptionPositionUnknown).Return(suite.msgChan, nil)
suite.msgDispatcher.EXPECT().Deregister(suite.channel)
// mock delegator
suite.delegator.EXPECT().ProcessInsert(mock.Anything).Run(
func(insertRecords map[int64]*delegator.InsertData) {
for segmentID := range insertRecords {
suite.True(lo.Contains(suite.insertSegmentIDs, segmentID))
}
})
suite.delegator.EXPECT().ProcessDelete(mock.Anything, mock.Anything).Run(
func(deleteData []*delegator.DeleteData, ts uint64) {
for _, data := range deleteData {
for _, pk := range data.PrimaryKeys {
suite.True(lo.Contains(suite.deletePKs, pk.GetValue().(int64)))
}
}
})
// build pipleine
manager := &segments.Manager{
Collection: suite.collectionManager,
Segment: suite.segmentManager,
}
pipeline, err := NewPipeLine(suite.collectionID, suite.channel, manager, suite.tSafeManager, suite.msgDispatcher, suite.delegator)
suite.NoError(err)
// Init Consumer
err = pipeline.ConsumeMsgStream(&msgpb.MsgPosition{})
suite.NoError(err)
err = pipeline.Start()
suite.NoError(err)
defer pipeline.Close()
// watch tsafe manager
listener := suite.tSafeManager.WatchChannel(suite.channel)
// build input msg
in := suite.buildMsgPack(schema)
suite.msgChan <- in
// wait pipeline work
<-listener.On()
// check tsafe
tsafe, err := suite.tSafeManager.Get(suite.channel)
suite.NoError(err)
suite.Equal(in.EndTs, tsafe)
}
func TestQueryNodePipeline(t *testing.T) {
suite.Run(t, new(PipelineTestSuite))
}