milvus/internal/querynode/query_node_test.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 querynode

import (
	"context"
	"math/rand"
	"os"
	"strconv"
	"testing"
	"time"

	"github.com/golang/protobuf/proto"
	"github.com/stretchr/testify/assert"

	etcdkv "github.com/milvus-io/milvus/internal/kv/etcd"
	"github.com/milvus-io/milvus/internal/msgstream"
	"github.com/milvus-io/milvus/internal/proto/commonpb"
	"github.com/milvus-io/milvus/internal/proto/etcdpb"
	"github.com/milvus-io/milvus/internal/proto/querypb"
	"github.com/milvus-io/milvus/internal/proto/schemapb"
	"github.com/milvus-io/milvus/internal/types"
)

// mock of query coordinator client
type queryCoordMock struct {
	types.QueryCoord
}

func setup() {
	os.Setenv("QUERY_NODE_ID", "1")
	Params.Init()
	Params.MetaRootPath = "/etcd/test/root/querynode"
}

func genTestCollectionSchema(collectionID UniqueID, isBinary bool, dim int) *schemapb.CollectionSchema {
	var fieldVec schemapb.FieldSchema
	if isBinary {
		fieldVec = schemapb.FieldSchema{
			FieldID:      UniqueID(100),
			Name:         "vec",
			IsPrimaryKey: false,
			DataType:     schemapb.DataType_BinaryVector,
			TypeParams: []*commonpb.KeyValuePair{
				{
					Key:   "dim",
					Value: strconv.Itoa(dim * 8),
				},
			},
			IndexParams: []*commonpb.KeyValuePair{
				{
					Key:   "metric_type",
					Value: "JACCARD",
				},
			},
		}
	} else {
		fieldVec = schemapb.FieldSchema{
			FieldID:      UniqueID(100),
			Name:         "vec",
			IsPrimaryKey: false,
			DataType:     schemapb.DataType_FloatVector,
			TypeParams: []*commonpb.KeyValuePair{
				{
					Key:   "dim",
					Value: strconv.Itoa(dim),
				},
			},
			IndexParams: []*commonpb.KeyValuePair{
				{
					Key:   "metric_type",
					Value: "L2",
				},
			},
		}
	}

	fieldInt := schemapb.FieldSchema{
		FieldID:      UniqueID(101),
		Name:         "age",
		IsPrimaryKey: false,
		DataType:     schemapb.DataType_Int32,
	}

	schema := &schemapb.CollectionSchema{
		AutoID: true,
		Fields: []*schemapb.FieldSchema{
			&fieldVec, &fieldInt,
		},
	}

	return schema
}

func genTestCollectionMeta(collectionID UniqueID, isBinary bool) *etcdpb.CollectionInfo {
	schema := genTestCollectionSchema(collectionID, isBinary, 16)

	collectionMeta := etcdpb.CollectionInfo{
		ID:           collectionID,
		Schema:       schema,
		CreateTime:   Timestamp(0),
		PartitionIDs: []UniqueID{defaultPartitionID},
	}

	return &collectionMeta
}

func genTestCollectionMetaWithPK(collectionID UniqueID, isBinary bool) *etcdpb.CollectionInfo {
	schema := genTestCollectionSchema(collectionID, isBinary, 16)
	schema.Fields = append(schema.Fields, &schemapb.FieldSchema{
		FieldID:      UniqueID(0),
		Name:         "id",
		IsPrimaryKey: true,
		DataType:     schemapb.DataType_Int64,
	})

	collectionMeta := etcdpb.CollectionInfo{
		ID:           collectionID,
		Schema:       schema,
		CreateTime:   Timestamp(0),
		PartitionIDs: []UniqueID{defaultPartitionID},
	}

	return &collectionMeta
}

func initTestMeta(t *testing.T, node *QueryNode, collectionID UniqueID, segmentID UniqueID, optional ...bool) {
	isBinary := false
	if len(optional) > 0 {
		isBinary = optional[0]
	}
	collectionMeta := genTestCollectionMeta(collectionID, isBinary)

	var err = node.historical.replica.addCollection(collectionMeta.ID, collectionMeta.Schema)
	assert.NoError(t, err)

	collection, err := node.historical.replica.getCollectionByID(collectionID)
	assert.NoError(t, err)
	assert.Equal(t, collection.ID(), collectionID)
	assert.Equal(t, node.historical.replica.getCollectionNum(), 1)

	err = node.historical.replica.addPartition(collection.ID(), collectionMeta.PartitionIDs[0])
	assert.NoError(t, err)

	err = node.historical.replica.addSegment(segmentID, collectionMeta.PartitionIDs[0], collectionID, "", segmentTypeGrowing, true)
	assert.NoError(t, err)
}

func initSearchChannel(ctx context.Context, searchChan string, resultChan string, node *QueryNode) {
	searchReq := &querypb.AddQueryChannelRequest{
		QueryChannel:       searchChan,
		QueryResultChannel: resultChan,
	}
	_, err := node.AddQueryChannel(ctx, searchReq)
	if err != nil {
		panic(err)
	}
}

func newQueryNodeMock() *QueryNode {

	var ctx context.Context

	if debug {
		ctx = context.Background()
	} else {
		var cancel context.CancelFunc
		d := time.Now().Add(ctxTimeInMillisecond * time.Millisecond)
		ctx, cancel = context.WithDeadline(context.Background(), d)
		go func() {
			<-ctx.Done()
			cancel()
		}()
	}

	etcdKV, err := etcdkv.NewEtcdKV(Params.EtcdEndpoints, Params.MetaRootPath)
	if err != nil {
		panic(err)
	}

	msFactory, err := newMessageStreamFactory()
	if err != nil {
		panic(err)
	}
	svr := NewQueryNode(ctx, msFactory)
	tsReplica := newTSafeReplica()
	streamingReplica := newCollectionReplica(etcdKV)
	historicalReplica := newCollectionReplica(etcdKV)
	svr.historical = newHistorical(svr.queryNodeLoopCtx, historicalReplica, etcdKV, tsReplica)
	svr.streaming = newStreaming(ctx, streamingReplica, msFactory, etcdKV, tsReplica)
	svr.dataSyncService = newDataSyncService(ctx, svr.streaming.replica, svr.historical.replica, tsReplica, msFactory)
	svr.statsService = newStatsService(ctx, svr.historical.replica, nil, msFactory)
	svr.loader = newSegmentLoader(ctx, nil, nil, svr.historical.replica, svr.streaming.replica, etcdKV, msgstream.NewPmsFactory())
	svr.etcdKV = etcdKV

	return svr
}

func makeNewChannelNames(names []string, suffix string) []string {
	var ret []string
	for _, name := range names {
		ret = append(ret, name+suffix)
	}
	return ret
}

func newMessageStreamFactory() (msgstream.Factory, error) {
	const receiveBufSize = 1024

	pulsarURL := Params.PulsarAddress
	msFactory := msgstream.NewPmsFactory()
	m := map[string]interface{}{
		"receiveBufSize": receiveBufSize,
		"pulsarAddress":  pulsarURL,
		"pulsarBufSize":  1024}
	err := msFactory.SetParams(m)
	return msFactory, err
}

func TestMain(m *testing.M) {
	setup()
	Params.StatsChannelName = Params.StatsChannelName + strconv.Itoa(rand.Int())
	exitCode := m.Run()
	os.Exit(exitCode)
}

// NOTE: start pulsar and etcd before test
func TestQueryNode_Start(t *testing.T) {
	localNode := newQueryNodeMock()
	localNode.Start()
	<-localNode.queryNodeLoopCtx.Done()
	localNode.Stop()
}

func TestQueryNode_SetCoord(t *testing.T) {
	ctx, cancel := context.WithCancel(context.Background())
	defer cancel()

	node, err := genSimpleQueryNode(ctx)
	assert.NoError(t, err)

	err = node.SetIndexCoord(nil)
	assert.Error(t, err)

	err = node.SetRootCoord(nil)
	assert.Error(t, err)

	// TODO: add mock coords
	//err = node.SetIndexCoord(newIndexCorrd)
}

func TestQueryNode_register(t *testing.T) {
	ctx, cancel := context.WithCancel(context.Background())
	defer cancel()

	node, err := genSimpleQueryNode(ctx)
	assert.NoError(t, err)

	err = node.initSession()
	assert.NoError(t, err)

	err = node.Register()
	assert.NoError(t, err)
}

func TestQueryNode_init(t *testing.T) {
	ctx, cancel := context.WithCancel(context.Background())
	defer cancel()

	node, err := genSimpleQueryNode(ctx)
	assert.NoError(t, err)

	err = node.Init()
	assert.Error(t, err)
}

func genSimpleQueryNodeToTestWatchChangeInfo(ctx context.Context) (*QueryNode, error) {
	node, err := genSimpleQueryNode(ctx)
	if err != nil {
		return nil, err
	}

	err = node.queryService.addQueryCollection(defaultCollectionID)
	if err != nil {
		return nil, err
	}

	qc, err := node.queryService.getQueryCollection(defaultCollectionID)
	if err != nil {
		return nil, err
	}
	qc.globalSegmentManager.addGlobalSegmentInfo(genSimpleSegmentInfo())
	return node, nil
}

func TestQueryNode_waitChangeInfo(t *testing.T) {
	ctx, cancel := context.WithCancel(context.Background())
	defer cancel()

	node, err := genSimpleQueryNodeToTestWatchChangeInfo(ctx)
	assert.NoError(t, err)

	err = node.waitChangeInfo(genSimpleChangeInfo())
	assert.NoError(t, err)
}

func TestQueryNode_adjustByChangeInfo(t *testing.T) {
	ctx, cancel := context.WithCancel(context.Background())
	defer cancel()

	t.Run("test cleanup segments", func(t *testing.T) {
		node, err := genSimpleQueryNodeToTestWatchChangeInfo(ctx)
		assert.NoError(t, err)

		err = node.removeSegments(genSimpleChangeInfo())
		assert.NoError(t, err)
	})

	t.Run("test cleanup segments no segment", func(t *testing.T) {
		node, err := genSimpleQueryNodeToTestWatchChangeInfo(ctx)
		assert.NoError(t, err)

		err = node.historical.replica.removeSegment(defaultSegmentID)
		assert.NoError(t, err)

		segmentChangeInfos := genSimpleChangeInfo()
		segmentChangeInfos.Infos[0].OnlineSegments = nil
		segmentChangeInfos.Infos[0].OfflineNodeID = Params.QueryNodeID

		qc, err := node.queryService.getQueryCollection(defaultCollectionID)
		assert.NoError(t, err)
		qc.globalSegmentManager.removeGlobalSealedSegmentInfo(defaultSegmentID)

		err = node.removeSegments(segmentChangeInfos)
		assert.Error(t, err)
	})
}

func TestQueryNode_watchChangeInfo(t *testing.T) {
	ctx, cancel := context.WithCancel(context.Background())
	defer cancel()

	t.Run("test watchChangeInfo", func(t *testing.T) {
		node, err := genSimpleQueryNodeToTestWatchChangeInfo(ctx)
		assert.NoError(t, err)

		go node.watchChangeInfo()

		info := genSimpleSegmentInfo()
		value, err := proto.Marshal(info)
		assert.NoError(t, err)
		err = saveChangeInfo("0", string(value))
		assert.NoError(t, err)

		time.Sleep(100 * time.Millisecond)
	})

	t.Run("test watchChangeInfo key error", func(t *testing.T) {
		node, err := genSimpleQueryNodeToTestWatchChangeInfo(ctx)
		assert.NoError(t, err)

		go node.watchChangeInfo()

		err = saveChangeInfo("*$&#%^^", "%EUY%&#^$%&@")
		assert.NoError(t, err)

		time.Sleep(100 * time.Millisecond)
	})

	t.Run("test watchChangeInfo unmarshal error", func(t *testing.T) {
		node, err := genSimpleQueryNodeToTestWatchChangeInfo(ctx)
		assert.NoError(t, err)

		go node.watchChangeInfo()

		err = saveChangeInfo("0", "$%^$*&%^#$&*")
		assert.NoError(t, err)

		time.Sleep(100 * time.Millisecond)
	})

	t.Run("test watchChangeInfo adjustByChangeInfo error", func(t *testing.T) {
		node, err := genSimpleQueryNodeToTestWatchChangeInfo(ctx)
		assert.NoError(t, err)

		err = node.historical.replica.removeSegment(defaultSegmentID)
		assert.NoError(t, err)

		segmentChangeInfos := genSimpleChangeInfo()
		segmentChangeInfos.Infos[0].OnlineSegments = nil
		segmentChangeInfos.Infos[0].OfflineNodeID = Params.QueryNodeID

		qc, err := node.queryService.getQueryCollection(defaultCollectionID)
		assert.NoError(t, err)
		qc.globalSegmentManager.removeGlobalSealedSegmentInfo(defaultSegmentID)

		go node.watchChangeInfo()

		value, err := proto.Marshal(segmentChangeInfos)
		assert.NoError(t, err)
		err = saveChangeInfo("0", string(value))
		assert.NoError(t, err)

		time.Sleep(100 * time.Millisecond)
	})
}