milvus/internal/querynodev2/local_worker_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

149 lines
4.9 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 querynodev2
import (
"context"
"testing"
"github.com/samber/lo"
"github.com/stretchr/testify/suite"
clientv3 "go.etcd.io/etcd/client/v3"
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/internal/proto/indexpb"
"github.com/milvus-io/milvus/internal/proto/querypb"
"github.com/milvus-io/milvus/internal/proto/segcorepb"
"github.com/milvus-io/milvus/internal/querynodev2/segments"
"github.com/milvus-io/milvus/internal/util/dependency"
"github.com/milvus-io/milvus/pkg/util/etcd"
"github.com/milvus-io/milvus/pkg/util/paramtable"
)
type LocalWorkerTestSuite struct {
suite.Suite
params *paramtable.ComponentParam
// data
collectionID int64
collectionName string
channel string
partitionIDs []int64
segmentIDs []int64
schema *schemapb.CollectionSchema
indexMeta *segcorepb.CollectionIndexMeta
// dependency
node *QueryNode
worker *LocalWorker
etcdClient *clientv3.Client
// context
ctx context.Context
cancel context.CancelFunc
}
func (suite *LocalWorkerTestSuite) SetupSuite() {
suite.collectionID = 111
suite.collectionName = "test-collection"
suite.channel = "test-channel"
suite.partitionIDs = []int64{11, 22}
suite.segmentIDs = []int64{0, 1}
}
func (suite *LocalWorkerTestSuite) BeforeTest(suiteName, testName string) {
var err error
// init param
paramtable.Init()
suite.params = paramtable.Get()
// close GC at test to avoid data race
suite.params.Save(suite.params.QueryNodeCfg.GCEnabled.Key, "false")
suite.ctx, suite.cancel = context.WithCancel(context.Background())
// init node
factory := dependency.MockDefaultFactory(true, paramtable.Get())
suite.node = NewQueryNode(suite.ctx, factory)
// init etcd
suite.etcdClient, err = etcd.GetEtcdClient(
suite.params.EtcdCfg.UseEmbedEtcd.GetAsBool(),
suite.params.EtcdCfg.EtcdUseSSL.GetAsBool(),
suite.params.EtcdCfg.Endpoints.GetAsStrings(),
suite.params.EtcdCfg.EtcdTLSCert.GetValue(),
suite.params.EtcdCfg.EtcdTLSKey.GetValue(),
suite.params.EtcdCfg.EtcdTLSCACert.GetValue(),
suite.params.EtcdCfg.EtcdTLSMinVersion.GetValue())
suite.NoError(err)
suite.node.SetEtcdClient(suite.etcdClient)
err = suite.node.Init()
suite.NoError(err)
err = suite.node.Start()
suite.NoError(err)
suite.schema = segments.GenTestCollectionSchema(suite.collectionName, schemapb.DataType_Int64, true)
suite.indexMeta = segments.GenTestIndexMeta(suite.collectionID, suite.schema)
collection := segments.NewCollection(suite.collectionID, suite.schema, suite.indexMeta, querypb.LoadType_LoadCollection)
loadMata := &querypb.LoadMetaInfo{
LoadType: querypb.LoadType_LoadCollection,
CollectionID: suite.collectionID,
}
suite.node.manager.Collection.PutOrRef(suite.collectionID, collection.Schema(), suite.indexMeta, loadMata)
suite.worker = NewLocalWorker(suite.node)
}
func (suite *LocalWorkerTestSuite) AfterTest(suiteName, testName string) {
suite.node.Stop()
suite.etcdClient.Close()
suite.cancel()
}
func (suite *LocalWorkerTestSuite) TestLoadSegment() {
// load empty
schema := segments.GenTestCollectionSchema(suite.collectionName, schemapb.DataType_Int64, true)
req := &querypb.LoadSegmentsRequest{
Base: &commonpb.MsgBase{
TargetID: suite.node.session.GetServerID(),
},
CollectionID: suite.collectionID,
Infos: lo.Map(suite.segmentIDs, func(segID int64, _ int) *querypb.SegmentLoadInfo {
return &querypb.SegmentLoadInfo{
CollectionID: suite.collectionID,
PartitionID: suite.partitionIDs[segID%2],
SegmentID: segID,
}
}),
Schema: schema,
IndexInfoList: []*indexpb.IndexInfo{{}},
}
err := suite.worker.LoadSegments(suite.ctx, req)
suite.NoError(err)
}
func (suite *LocalWorkerTestSuite) TestReleaseSegment() {
req := &querypb.ReleaseSegmentsRequest{
Base: &commonpb.MsgBase{
TargetID: suite.node.session.GetServerID(),
},
CollectionID: suite.collectionID,
SegmentIDs: suite.segmentIDs,
}
err := suite.worker.ReleaseSegments(suite.ctx, req)
suite.NoError(err)
}
func TestLocalWorker(t *testing.T) {
suite.Run(t, new(LocalWorkerTestSuite))
}