milvus/internal/querynodev2/services.go
yah01 400364483d
Improve predict the resource usage (#23968)
Signed-off-by: yah01 <yang.cen@zilliz.com>
2023-05-11 15:33:24 +08:00

1150 lines
38 KiB
Go
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

// 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"
"fmt"
"strconv"
"sync"
"github.com/golang/protobuf/proto"
"github.com/samber/lo"
"go.uber.org/zap"
"golang.org/x/sync/errgroup"
"github.com/milvus-io/milvus-proto/go-api/commonpb"
"github.com/milvus-io/milvus-proto/go-api/milvuspb"
"github.com/milvus-io/milvus-proto/go-api/msgpb"
"github.com/milvus-io/milvus/internal/proto/datapb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/proto/querypb"
"github.com/milvus-io/milvus/internal/proto/segcorepb"
"github.com/milvus-io/milvus/internal/querynodev2/collector"
"github.com/milvus-io/milvus/internal/querynodev2/delegator"
"github.com/milvus-io/milvus/internal/querynodev2/segments"
"github.com/milvus-io/milvus/internal/storage"
"github.com/milvus-io/milvus/internal/util"
"github.com/milvus-io/milvus/pkg/common"
"github.com/milvus-io/milvus/pkg/log"
"github.com/milvus-io/milvus/pkg/metrics"
"github.com/milvus-io/milvus/pkg/util/commonpbutil"
"github.com/milvus-io/milvus/pkg/util/funcutil"
"github.com/milvus-io/milvus/pkg/util/merr"
"github.com/milvus-io/milvus/pkg/util/metricsinfo"
"github.com/milvus-io/milvus/pkg/util/paramtable"
"github.com/milvus-io/milvus/pkg/util/timerecord"
"github.com/milvus-io/milvus/pkg/util/typeutil"
)
// GetComponentStates returns information about whether the node is healthy
func (node *QueryNode) GetComponentStates(ctx context.Context) (*milvuspb.ComponentStates, error) {
stats := &milvuspb.ComponentStates{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_Success,
},
}
code := node.lifetime.GetState()
nodeID := common.NotRegisteredID
if node.session != nil && node.session.Registered() {
nodeID = paramtable.GetNodeID()
}
info := &milvuspb.ComponentInfo{
NodeID: nodeID,
Role: typeutil.QueryNodeRole,
StateCode: code,
}
stats.State = info
log.Debug("Get QueryNode component state done", zap.Any("stateCode", info.StateCode))
return stats, nil
}
// GetTimeTickChannel returns the time tick channel
// TimeTickChannel contains many time tick messages, which will be sent by query nodes
func (node *QueryNode) GetTimeTickChannel(ctx context.Context) (*milvuspb.StringResponse, error) {
return &milvuspb.StringResponse{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_Success,
Reason: "",
},
Value: paramtable.Get().CommonCfg.QueryCoordTimeTick.GetValue(),
}, nil
}
// GetStatisticsChannel returns the statistics channel
// Statistics channel contains statistics infos of query nodes, such as segment infos, memory infos
func (node *QueryNode) GetStatisticsChannel(ctx context.Context) (*milvuspb.StringResponse, error) {
return &milvuspb.StringResponse{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_Success,
Reason: "",
},
}, nil
}
// GetStatistics returns loaded statistics of collection.
func (node *QueryNode) GetStatistics(ctx context.Context, req *querypb.GetStatisticsRequest) (*internalpb.GetStatisticsResponse, error) {
log.Debug("received GetStatisticsRequest",
zap.Int64("msgID", req.GetReq().GetBase().GetMsgID()),
zap.Strings("vChannels", req.GetDmlChannels()),
zap.Int64s("segmentIDs", req.GetSegmentIDs()),
zap.Uint64("guaranteeTimestamp", req.GetReq().GetGuaranteeTimestamp()),
zap.Uint64("timeTravel", req.GetReq().GetTravelTimestamp()))
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return &internalpb.GetStatisticsResponse{
Status: merr.Status(err),
}, nil
}
defer node.lifetime.Done()
if !CheckTargetID(req.GetReq()) {
targetID := req.GetReq().GetBase().GetTargetID()
log.Warn("target ID not match",
zap.Int64("targetID", targetID),
zap.Int64("nodeID", paramtable.GetNodeID()),
)
return &internalpb.GetStatisticsResponse{
Status: util.WrapStatus(commonpb.ErrorCode_NodeIDNotMatch,
common.WrapNodeIDNotMatchMsg(targetID, paramtable.GetNodeID()),
),
}, nil
}
failRet := &internalpb.GetStatisticsResponse{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_Success,
},
}
var toReduceResults []*internalpb.GetStatisticsResponse
var mu sync.Mutex
runningGp, runningCtx := errgroup.WithContext(ctx)
for _, ch := range req.GetDmlChannels() {
ch := ch
req := &querypb.GetStatisticsRequest{
Req: req.Req,
DmlChannels: []string{ch},
SegmentIDs: req.SegmentIDs,
FromShardLeader: req.FromShardLeader,
Scope: req.Scope,
}
runningGp.Go(func() error {
ret, err := node.getChannelStatistics(runningCtx, req, ch)
mu.Lock()
defer mu.Unlock()
if err != nil {
failRet.Status.Reason = err.Error()
failRet.Status.ErrorCode = commonpb.ErrorCode_UnexpectedError
return err
}
if ret.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
failRet.Status.Reason = ret.Status.Reason
failRet.Status.ErrorCode = ret.Status.ErrorCode
return fmt.Errorf("%s", ret.Status.Reason)
}
toReduceResults = append(toReduceResults, ret)
return nil
})
}
if err := runningGp.Wait(); err != nil {
return failRet, nil
}
ret, err := reduceStatisticResponse(toReduceResults)
if err != nil {
failRet.Status.Reason = err.Error()
return failRet, nil
}
log.Debug("reduce statistic result done")
return ret, nil
}
// WatchDmChannels create consumers on dmChannels to receive Incremental datawhich is the important part of real-time query
func (node *QueryNode) WatchDmChannels(ctx context.Context, req *querypb.WatchDmChannelsRequest) (*commonpb.Status, error) {
channel := req.GetInfos()[0]
log := log.Ctx(ctx).With(
zap.Int64("collectionID", req.GetCollectionID()),
zap.String("channel", channel.GetChannelName()),
)
log.Info("received watch channel request",
zap.Int64("version", req.GetVersion()),
)
// check node healthy
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return merr.Status(err), nil
}
defer node.lifetime.Done()
// check target matches
if req.GetBase().GetTargetID() != paramtable.GetNodeID() {
status := &commonpb.Status{
ErrorCode: commonpb.ErrorCode_NodeIDNotMatch,
Reason: common.WrapNodeIDNotMatchMsg(req.GetBase().GetTargetID(), paramtable.GetNodeID()),
}
return status, nil
}
if !node.subscribingChannels.Insert(channel.GetChannelName()) {
msg := "channel subscribing..."
log.Warn(msg)
return util.SuccessStatus(msg), nil
}
defer node.subscribingChannels.Remove(channel.GetChannelName())
_, exist := node.delegators.Get(channel.GetChannelName())
if exist {
log.Info("channel already subscribed")
return util.SuccessStatus(), nil
}
fieldIndexMetas := make([]*segcorepb.FieldIndexMeta, 0)
for _, info := range req.GetIndexInfoList() {
fieldIndexMetas = append(fieldIndexMetas, &segcorepb.FieldIndexMeta{
CollectionID: info.GetCollectionID(),
FieldID: info.GetFieldID(),
IndexName: info.GetIndexName(),
TypeParams: info.GetTypeParams(),
IndexParams: info.GetIndexParams(),
IsAutoIndex: info.GetIsAutoIndex(),
UserIndexParams: info.GetUserIndexParams(),
})
}
sizePerRecord, err := typeutil.EstimateSizePerRecord(req.Schema)
maxIndexRecordPerSegment := int64(0)
if err != nil || sizePerRecord == 0 {
log.Warn("failed to transfer segment size to collection, because failed to estimate size per record", zap.Error(err))
} else {
threshold := paramtable.Get().DataCoordCfg.SegmentMaxSize.GetAsFloat() * 1024 * 1024
proportion := paramtable.Get().DataCoordCfg.SegmentSealProportion.GetAsFloat()
maxIndexRecordPerSegment = int64(threshold * proportion / float64(sizePerRecord))
}
node.manager.Collection.Put(req.GetCollectionID(), req.GetSchema(), &segcorepb.CollectionIndexMeta{
IndexMetas: fieldIndexMetas,
MaxIndexRowCount: maxIndexRecordPerSegment,
}, req.GetLoadMeta())
delegator, err := delegator.NewShardDelegator(req.GetCollectionID(), req.GetReplicaID(), channel.GetChannelName(), req.GetVersion(),
node.clusterManager, node.manager, node.tSafeManager, node.loader, node.factory, channel.GetSeekPosition().GetTimestamp())
if err != nil {
log.Warn("failed to create shard delegator", zap.Error(err))
return util.WrapStatus(commonpb.ErrorCode_UnexpectedError, "failed to create shard delegator", err), nil
}
node.delegators.Insert(channel.GetChannelName(), delegator)
defer func() {
if err != nil {
node.delegators.GetAndRemove(channel.GetChannelName())
}
}()
// create tSafe
node.tSafeManager.Add(channel.ChannelName, channel.GetSeekPosition().GetTimestamp())
defer func() {
if err != nil {
node.tSafeManager.Remove(channel.ChannelName)
}
}()
pipeline, err := node.pipelineManager.Add(req.GetCollectionID(), channel.GetChannelName())
if err != nil {
msg := "failed to create pipeline"
log.Warn(msg, zap.Error(err))
return util.WrapStatus(commonpb.ErrorCode_UnexpectedError, msg, err), nil
}
defer func() {
if err != nil {
node.pipelineManager.Remove(channel.GetChannelName())
}
}()
pipeline.ExcludedSegments(lo.Values(req.GetSegmentInfos())...)
for _, channelInfo := range req.GetInfos() {
droppedInfos := lo.Map(channelInfo.GetDroppedSegmentIds(), func(id int64, _ int) *datapb.SegmentInfo {
return &datapb.SegmentInfo{
ID: id,
DmlPosition: &msgpb.MsgPosition{
Timestamp: typeutil.MaxTimestamp,
},
}
})
pipeline.ExcludedSegments(droppedInfos...)
}
err = loadGrowingSegments(ctx, delegator, req)
if err != nil {
msg := "failed to load growing segments"
log.Warn(msg, zap.Error(err))
return util.WrapStatus(commonpb.ErrorCode_UnexpectedError, msg, err), nil
}
position := &msgpb.MsgPosition{
ChannelName: channel.SeekPosition.ChannelName,
MsgID: channel.SeekPosition.MsgID,
Timestamp: channel.SeekPosition.Timestamp,
}
err = pipeline.ConsumeMsgStream(position)
if err != nil {
err = merr.WrapErrServiceUnavailable(err.Error(), "InitPipelineFailed")
log.Warn(err.Error(),
zap.Int64("collectionID", channel.CollectionID),
zap.String("channel", channel.ChannelName),
)
return merr.Status(err), nil
}
// start pipeline
pipeline.Start()
// delegator after all steps done
delegator.Start()
log.Info("watch dml channel success")
return util.SuccessStatus(), nil
}
func (node *QueryNode) UnsubDmChannel(ctx context.Context, req *querypb.UnsubDmChannelRequest) (*commonpb.Status, error) {
log := log.Ctx(ctx).With(
zap.Int64("collectionID", req.GetCollectionID()),
zap.String("channel", req.GetChannelName()),
)
log.Info("received unsubscribe channel request")
// check node healthy
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return merr.Status(err), nil
}
defer node.lifetime.Done()
// check target matches
if req.GetBase().GetTargetID() != paramtable.GetNodeID() {
status := &commonpb.Status{
ErrorCode: commonpb.ErrorCode_NodeIDNotMatch,
Reason: common.WrapNodeIDNotMatchMsg(req.GetBase().GetTargetID(), paramtable.GetNodeID()),
}
return status, nil
}
delegator, ok := node.delegators.Get(req.GetChannelName())
if ok {
// close the delegator first to block all coming query/search requests
delegator.Close()
node.pipelineManager.Remove(req.GetChannelName())
node.manager.Segment.RemoveBy(segments.WithChannel(req.GetChannelName()))
node.tSafeManager.Remove(req.GetChannelName())
node.delegators.GetAndRemove(req.GetChannelName())
}
log.Info("unsubscribed channel")
return util.SuccessStatus(), nil
}
func (node *QueryNode) LoadPartitions(ctx context.Context, req *querypb.LoadPartitionsRequest) (*commonpb.Status, error) {
log := log.Ctx(ctx).With(
zap.Int64("collectionID", req.GetCollectionID()),
zap.Int64s("partitionIDs", req.GetPartitionIDs()),
)
log.Info("received load partitions request")
// check node healthy
if !node.lifetime.Add(commonpbutil.IsHealthyOrStopping) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return merr.Status(err), nil
}
defer node.lifetime.Done()
collection := node.manager.Collection.Get(req.GetCollectionID())
if collection != nil {
collection.AddPartition(req.GetPartitionIDs()...)
return merr.Status(nil), nil
}
if req.GetSchema() == nil {
return merr.Status(merr.WrapErrCollectionNotLoaded(req.GetCollectionID(), "failed to load partitions")), nil
}
node.manager.Collection.Put(req.GetCollectionID(), req.GetSchema(), nil, &querypb.LoadMetaInfo{
CollectionID: req.GetCollectionID(),
PartitionIDs: req.GetPartitionIDs(),
LoadType: querypb.LoadType_LoadCollection, // TODO: dyh, remove loadType in querynode
})
log.Info("load partitions done")
return merr.Status(nil), nil
}
// LoadSegments load historical data into query node, historical data can be vector data or index
func (node *QueryNode) LoadSegments(ctx context.Context, req *querypb.LoadSegmentsRequest) (*commonpb.Status, error) {
segment := req.GetInfos()[0]
log := log.Ctx(ctx).With(
zap.Int64("collectionID", segment.GetCollectionID()),
zap.Int64("partitionID", segment.GetPartitionID()),
zap.String("shard", segment.GetInsertChannel()),
zap.Int64("segmentID", segment.GetSegmentID()),
)
log.Info("received load segments request",
zap.Int64("version", req.GetVersion()),
zap.Bool("needTransfer", req.GetNeedTransfer()),
)
// check node healthy
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return merr.Status(err), nil
}
node.lifetime.Done()
// check target matches
if req.GetBase().GetTargetID() != paramtable.GetNodeID() {
return util.WrapStatus(commonpb.ErrorCode_NodeIDNotMatch,
common.WrapNodeIDNotMatchMsg(req.GetBase().GetTargetID(), paramtable.GetNodeID())), nil
}
if req.GetLoadScope() == querypb.LoadScope_Delta {
return node.loadDeltaLogs(ctx, req), nil
}
node.manager.Collection.Put(req.GetCollectionID(), req.GetSchema(), nil, req.GetLoadMeta())
// Delegates request to workers
if req.GetNeedTransfer() {
delegator, ok := node.delegators.Get(segment.GetInsertChannel())
if !ok {
msg := "failed to load segments, delegator not found"
log.Warn(msg)
return util.WrapStatus(commonpb.ErrorCode_UnexpectedError, msg), nil
}
req.NeedTransfer = false
err := delegator.LoadSegments(ctx, req)
if err != nil {
log.Warn("delegator failed to load segments", zap.Error(err))
return util.WrapStatus(commonpb.ErrorCode_UnexpectedError, err.Error()), nil
}
return util.SuccessStatus(), nil
}
// Actual load segment
log.Info("start to load segments...")
loaded, err := node.loader.Load(ctx,
req.GetCollectionID(),
segments.SegmentTypeSealed,
req.GetVersion(),
req.GetInfos()...,
)
if err != nil {
return &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: err.Error(),
}, nil
}
log.Info("load segments done...",
zap.Int64s("segments", lo.Map(loaded, func(s segments.Segment, _ int) int64 { return s.ID() })))
return util.SuccessStatus(), nil
}
// ReleaseCollection clears all data related to this collection on the querynode
func (node *QueryNode) ReleaseCollection(ctx context.Context, in *querypb.ReleaseCollectionRequest) (*commonpb.Status, error) {
if !node.lifetime.Add(commonpbutil.IsHealthyOrStopping) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return merr.Status(err), nil
}
defer node.lifetime.Done()
return util.SuccessStatus(), nil
}
// ReleasePartitions clears all data related to this partition on the querynode
func (node *QueryNode) ReleasePartitions(ctx context.Context, req *querypb.ReleasePartitionsRequest) (*commonpb.Status, error) {
log := log.Ctx(ctx).With(
zap.Int64("collection", req.GetCollectionID()),
zap.Int64s("partitions", req.GetPartitionIDs()),
)
log.Info("received release partitions request")
// check node healthy
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return merr.Status(err), nil
}
defer node.lifetime.Done()
collection := node.manager.Collection.Get(req.GetCollectionID())
if collection != nil {
for _, partition := range req.GetPartitionIDs() {
collection.RemovePartition(partition)
}
}
log.Info("release partitions done")
return util.SuccessStatus(), nil
}
// ReleaseSegments remove the specified segments from query node according segmentIDs, partitionIDs, and collectionID
func (node *QueryNode) ReleaseSegments(ctx context.Context, req *querypb.ReleaseSegmentsRequest) (*commonpb.Status, error) {
log := log.Ctx(ctx).With(
zap.Int64("collectionID", req.GetCollectionID()),
zap.String("shard", req.GetShard()),
zap.Int64s("segmentIDs", req.GetSegmentIDs()),
)
log.Info("received release segment request",
zap.String("scope", req.GetScope().String()),
zap.Bool("needTransfer", req.GetNeedTransfer()),
)
// check node healthy
if !node.lifetime.Add(commonpbutil.IsHealthyOrStopping) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return merr.Status(err), nil
}
defer node.lifetime.Done()
// check target matches
if req.GetBase().GetTargetID() != paramtable.GetNodeID() {
status := &commonpb.Status{
ErrorCode: commonpb.ErrorCode_NodeIDNotMatch,
Reason: common.WrapNodeIDNotMatchMsg(req.GetBase().GetTargetID(), paramtable.GetNodeID()),
}
return status, nil
}
if req.GetNeedTransfer() {
delegator, ok := node.delegators.Get(req.GetShard())
if !ok {
msg := "failed to release segment, delegator not found"
log.Warn(msg)
return util.WrapStatus(commonpb.ErrorCode_UnexpectedError, msg), nil
}
req.NeedTransfer = false
err := delegator.ReleaseSegments(ctx, req, false)
if err != nil {
log.Warn("delegator failed to release segment", zap.Error(err))
return util.WrapStatus(commonpb.ErrorCode_UnexpectedError, err.Error()), nil
}
return util.SuccessStatus(), nil
}
log.Info("start to release segments")
for _, id := range req.GetSegmentIDs() {
node.manager.Segment.Remove(id, req.GetScope())
}
return util.SuccessStatus(), nil
}
// GetSegmentInfo returns segment information of the collection on the queryNode, and the information includes memSize, numRow, indexName, indexID ...
func (node *QueryNode) GetSegmentInfo(ctx context.Context, in *querypb.GetSegmentInfoRequest) (*querypb.GetSegmentInfoResponse, error) {
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return &querypb.GetSegmentInfoResponse{
Status: merr.Status(err),
}, nil
}
defer node.lifetime.Done()
var segmentInfos []*querypb.SegmentInfo
for _, segmentID := range in.GetSegmentIDs() {
segment := node.manager.Segment.Get(segmentID)
if segment == nil {
continue
}
collection := node.manager.Collection.Get(segment.Collection())
if collection == nil {
continue
}
// TODO(yah01): now Milvus supports only 1 vector field
vecFields := funcutil.GetVecFieldIDs(collection.Schema())
var (
indexName string
indexID int64
indexInfos []*querypb.FieldIndexInfo
)
for _, field := range vecFields {
index := segment.GetIndex(field)
if index != nil {
indexName = index.IndexInfo.GetIndexName()
indexID = index.IndexInfo.GetIndexID()
indexInfos = append(indexInfos, index.IndexInfo)
}
}
info := &querypb.SegmentInfo{
SegmentID: segment.ID(),
SegmentState: segment.Type(),
DmChannel: segment.Shard(),
PartitionID: segment.Partition(),
CollectionID: segment.Collection(),
NodeID: paramtable.GetNodeID(),
NodeIds: []int64{paramtable.GetNodeID()},
MemSize: segment.MemSize(),
NumRows: segment.InsertCount(),
IndexName: indexName,
IndexID: indexID,
IndexInfos: indexInfos,
}
segmentInfos = append(segmentInfos, info)
}
return &querypb.GetSegmentInfoResponse{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_Success,
},
Infos: segmentInfos,
}, nil
}
// Search performs replica search tasks.
func (node *QueryNode) Search(ctx context.Context, req *querypb.SearchRequest) (*internalpb.SearchResults, error) {
log := log.Ctx(ctx).With(
zap.Int64("collectionID", req.GetReq().GetCollectionID()),
zap.Strings("channels", req.GetDmlChannels()),
zap.Bool("fromShardLeader", req.GetFromShardLeader()),
)
log.Info("Received SearchRequest",
zap.Int64s("segmentIDs", req.GetSegmentIDs()),
zap.Uint64("guaranteeTimestamp", req.GetReq().GetGuaranteeTimestamp()),
zap.Uint64("timeTravel", req.GetReq().GetTravelTimestamp()))
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return &internalpb.SearchResults{
Status: merr.Status(err),
}, nil
}
defer node.lifetime.Done()
if !CheckTargetID(req.GetReq()) {
targetID := req.GetReq().GetBase().GetTargetID()
log.Warn("target ID not match",
zap.Int64("targetID", targetID),
zap.Int64("nodeID", paramtable.GetNodeID()),
)
return WrapSearchResult(commonpb.ErrorCode_NodeIDNotMatch,
common.WrapNodeIDNotMatchMsg(targetID, paramtable.GetNodeID())), nil
}
metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.TotalLabel).Inc()
failRet := &internalpb.SearchResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_Success,
},
}
var toReduceResults []*internalpb.SearchResults
var mu sync.Mutex
runningGp, runningCtx := errgroup.WithContext(ctx)
for _, ch := range req.GetDmlChannels() {
ch := ch
req := &querypb.SearchRequest{
Req: req.Req,
DmlChannels: []string{ch},
SegmentIDs: req.SegmentIDs,
FromShardLeader: req.FromShardLeader,
Scope: req.Scope,
}
runningGp.Go(func() error {
ret, err := node.searchChannel(runningCtx, req, ch)
mu.Lock()
defer mu.Unlock()
if err != nil {
failRet.Status.Reason = err.Error()
failRet.Status.ErrorCode = commonpb.ErrorCode_UnexpectedError
return err
}
if ret.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
return merr.Error(failRet.GetStatus())
}
toReduceResults = append(toReduceResults, ret)
return nil
})
}
if err := runningGp.Wait(); err != nil {
metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.FailLabel).Inc()
return failRet, nil
}
tr := timerecord.NewTimeRecorderWithTrace(ctx, "searchRequestReduce")
ret, err := segments.ReduceSearchResults(ctx, toReduceResults, req.Req.GetNq(), req.Req.GetTopk(), req.Req.GetMetricType())
if err != nil {
log.Warn("failed to reduce search results", zap.Error(err))
failRet.Status.ErrorCode = commonpb.ErrorCode_UnexpectedError
failRet.Status.Reason = err.Error()
return failRet, nil
}
metrics.QueryNodeReduceLatency.WithLabelValues(
fmt.Sprint(paramtable.GetNodeID()),
metrics.SearchLabel).
Observe(float64(tr.ElapseSpan().Milliseconds()))
if !req.FromShardLeader {
collector.Rate.Add(metricsinfo.NQPerSecond, float64(req.GetReq().GetNq()))
collector.Rate.Add(metricsinfo.SearchThroughput, float64(proto.Size(req)))
metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.SearchLabel).Add(float64(proto.Size(req)))
}
return ret, nil
}
// Query performs replica query tasks.
func (node *QueryNode) Query(ctx context.Context, req *querypb.QueryRequest) (*internalpb.RetrieveResults, error) {
log := log.Ctx(ctx).With(
zap.Int64("collectionID", req.GetReq().GetCollectionID()),
zap.Strings("shards", req.GetDmlChannels()),
)
log.Debug("received query request",
zap.Int64s("outputFields", req.GetReq().GetOutputFieldsId()),
zap.Int64s("segmentIDs", req.GetSegmentIDs()),
zap.Uint64("guaranteeTimestamp", req.GetReq().GetGuaranteeTimestamp()),
zap.Uint64("travelTimestamp", req.GetReq().GetTravelTimestamp()),
zap.Bool("isCount", req.GetReq().GetIsCount()),
)
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return &internalpb.RetrieveResults{
Status: merr.Status(err),
}, nil
}
defer node.lifetime.Done()
if !CheckTargetID(req.GetReq()) {
targetID := req.GetReq().GetBase().GetTargetID()
log.Warn("target ID not match",
zap.Int64("targetID", targetID),
zap.Int64("nodeID", paramtable.GetNodeID()),
)
return WrapRetrieveResult(commonpb.ErrorCode_NodeIDNotMatch,
common.WrapNodeIDNotMatchMsg(targetID, paramtable.GetNodeID())), nil
}
toMergeResults := make([]*internalpb.RetrieveResults, len(req.GetDmlChannels()))
runningGp, runningCtx := errgroup.WithContext(ctx)
for i, ch := range req.GetDmlChannels() {
ch := ch
req := &querypb.QueryRequest{
Req: req.Req,
DmlChannels: []string{ch},
SegmentIDs: req.SegmentIDs,
FromShardLeader: req.FromShardLeader,
Scope: req.Scope,
}
idx := i
runningGp.Go(func() error {
ret, err := node.queryChannel(runningCtx, req, ch)
if err != nil {
return err
}
if ret.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
return fmt.Errorf("%s", ret.Status.Reason)
}
toMergeResults[idx] = ret
return nil
})
}
if err := runningGp.Wait(); err != nil {
return WrapRetrieveResult(commonpb.ErrorCode_UnexpectedError, "failed to query channel", err), nil
}
reducer := segments.CreateInternalReducer(req, node.manager.Collection.Get(req.GetReq().GetCollectionID()).Schema())
ret, err := reducer.Reduce(ctx, toMergeResults)
if err != nil {
return WrapRetrieveResult(commonpb.ErrorCode_UnexpectedError, "failed to query channel", err), nil
}
if !req.FromShardLeader {
collector.Rate.Add(metricsinfo.NQPerSecond, 1)
metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.QueryLabel).Add(float64(proto.Size(req)))
}
return ret, nil
}
// SyncReplicaSegments syncs replica node & segments states
func (node *QueryNode) SyncReplicaSegments(ctx context.Context, req *querypb.SyncReplicaSegmentsRequest) (*commonpb.Status, error) {
return util.SuccessStatus(), nil
}
// ShowConfigurations returns the configurations of queryNode matching req.Pattern
func (node *QueryNode) ShowConfigurations(ctx context.Context, req *internalpb.ShowConfigurationsRequest) (*internalpb.ShowConfigurationsResponse, error) {
if !node.lifetime.Add(commonpbutil.IsHealthy) {
err := merr.WrapErrServiceNotReady(fmt.Sprintf("node id: %d is unhealthy", paramtable.GetNodeID()))
log.Warn("QueryNode.ShowConfigurations failed",
zap.Int64("nodeId", paramtable.GetNodeID()),
zap.String("req", req.Pattern),
zap.Error(err))
return &internalpb.ShowConfigurationsResponse{
Status: merr.Status(err),
Configuations: nil,
}, nil
}
defer node.lifetime.Done()
configList := make([]*commonpb.KeyValuePair, 0)
for key, value := range paramtable.Get().GetComponentConfigurations("querynode", req.Pattern) {
configList = append(configList,
&commonpb.KeyValuePair{
Key: key,
Value: value,
})
}
return &internalpb.ShowConfigurationsResponse{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_Success,
Reason: "",
},
Configuations: configList,
}, nil
}
// GetMetrics return system infos of the query node, such as total memory, memory usage, cpu usage ...
func (node *QueryNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) {
if !node.lifetime.Add(commonpbutil.IsHealthy) {
err := merr.WrapErrServiceNotReady(fmt.Sprintf("node id: %d is unhealthy", paramtable.GetNodeID()))
log.Warn("QueryNode.GetMetrics failed",
zap.Int64("nodeId", paramtable.GetNodeID()),
zap.String("req", req.Request),
zap.Error(err))
return &milvuspb.GetMetricsResponse{
Status: merr.Status(err),
Response: "",
}, nil
}
defer node.lifetime.Done()
metricType, err := metricsinfo.ParseMetricType(req.Request)
if err != nil {
log.Warn("QueryNode.GetMetrics failed to parse metric type",
zap.Int64("nodeId", paramtable.GetNodeID()),
zap.String("req", req.Request),
zap.Error(err))
return &milvuspb.GetMetricsResponse{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: err.Error(),
},
}, nil
}
if metricType == metricsinfo.SystemInfoMetrics {
queryNodeMetrics, err := getSystemInfoMetrics(ctx, req, node)
if err != nil {
log.Warn("QueryNode.GetMetrics failed",
zap.Int64("nodeId", paramtable.GetNodeID()),
zap.String("req", req.Request),
zap.String("metricType", metricType),
zap.Error(err))
return &milvuspb.GetMetricsResponse{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: err.Error(),
},
}, nil
}
log.RatedDebug(50, "QueryNode.GetMetrics",
zap.Int64("nodeID", paramtable.GetNodeID()),
zap.String("req", req.Request),
zap.String("metricType", metricType),
zap.Any("queryNodeMetrics", queryNodeMetrics))
return queryNodeMetrics, nil
}
log.Debug("QueryNode.GetMetrics failed, request metric type is not implemented yet",
zap.Int64("nodeId", paramtable.GetNodeID()),
zap.String("req", req.Request),
zap.String("metricType", metricType))
return &milvuspb.GetMetricsResponse{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: metricsinfo.MsgUnimplementedMetric,
},
Response: "",
}, nil
}
func (node *QueryNode) GetDataDistribution(ctx context.Context, req *querypb.GetDataDistributionRequest) (*querypb.GetDataDistributionResponse, error) {
log := log.With(
zap.Int64("msgID", req.GetBase().GetMsgID()),
zap.Int64("nodeID", paramtable.GetNodeID()),
)
if !node.lifetime.Add(commonpbutil.IsHealthy) {
err := merr.WrapErrServiceNotReady(fmt.Sprintf("node id: %d is unhealthy", paramtable.GetNodeID()))
log.Warn("QueryNode.GetMetrics failed",
zap.Error(err))
return &querypb.GetDataDistributionResponse{
Status: merr.Status(err),
}, nil
}
defer node.lifetime.Done()
// check target matches
if req.GetBase().GetTargetID() != paramtable.GetNodeID() {
status := &commonpb.Status{
ErrorCode: commonpb.ErrorCode_NodeIDNotMatch,
Reason: common.WrapNodeIDNotMatchMsg(req.GetBase().GetTargetID(), paramtable.GetNodeID()),
}
return &querypb.GetDataDistributionResponse{Status: status}, nil
}
sealedSegments := node.manager.Segment.GetBy(segments.WithType(commonpb.SegmentState_Sealed))
segmentVersionInfos := make([]*querypb.SegmentVersionInfo, 0, len(sealedSegments))
for _, s := range sealedSegments {
segmentVersionInfos = append(segmentVersionInfos, &querypb.SegmentVersionInfo{
ID: s.ID(),
Collection: s.Collection(),
Partition: s.Partition(),
Channel: s.Shard(),
Version: s.Version(),
LastDeltaTimestamp: s.LastDeltaTimestamp(),
})
}
channelVersionInfos := make([]*querypb.ChannelVersionInfo, 0)
leaderViews := make([]*querypb.LeaderView, 0)
node.delegators.Range(func(key string, value delegator.ShardDelegator) bool {
if !value.Serviceable() {
return true
}
channelVersionInfos = append(channelVersionInfos, &querypb.ChannelVersionInfo{
Channel: key,
Collection: value.Collection(),
Version: value.Version(),
})
sealed, growing := value.GetSegmentInfo()
sealedSegments := make(map[int64]*querypb.SegmentDist)
for _, item := range sealed {
for _, segment := range item.Segments {
sealedSegments[segment.SegmentID] = &querypb.SegmentDist{
NodeID: item.NodeID,
Version: segment.Version,
}
}
}
growingSegments := make(map[int64]*msgpb.MsgPosition)
for _, entry := range growing {
segment := node.manager.Segment.Get(entry.SegmentID)
if segment == nil {
log.Warn("leader view growing not found", zap.String("channel", key), zap.Int64("segmentID", entry.SegmentID))
growingSegments[entry.SegmentID] = &msgpb.MsgPosition{}
}
growingSegments[entry.SegmentID] = segment.StartPosition()
}
leaderViews = append(leaderViews, &querypb.LeaderView{
Collection: value.Collection(),
Channel: key,
SegmentDist: sealedSegments,
GrowingSegments: growingSegments,
})
return true
})
return &querypb.GetDataDistributionResponse{
Status: &commonpb.Status{ErrorCode: commonpb.ErrorCode_Success},
NodeID: paramtable.GetNodeID(),
Segments: segmentVersionInfos,
Channels: channelVersionInfos,
LeaderViews: leaderViews,
}, nil
}
func (node *QueryNode) SyncDistribution(ctx context.Context, req *querypb.SyncDistributionRequest) (*commonpb.Status, error) {
log := log.Ctx(ctx).With(zap.Int64("collectionID", req.GetCollectionID()), zap.String("channel", req.GetChannel()))
// check node healthy
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return merr.Status(err), nil
}
defer node.lifetime.Done()
// check target matches
if req.GetBase().GetTargetID() != paramtable.GetNodeID() {
log.Warn("failed to do match target id when sync ", zap.Int64("expect", req.GetBase().GetTargetID()), zap.Int64("actual", node.session.ServerID))
status := &commonpb.Status{
ErrorCode: commonpb.ErrorCode_NodeIDNotMatch,
Reason: common.WrapNodeIDNotMatchMsg(req.GetBase().GetTargetID(), paramtable.GetNodeID()),
}
return status, nil
}
// get shard delegator
shardDelegator, ok := node.delegators.Get(req.GetChannel())
if !ok {
log.Warn("failed to find shard cluster when sync ", zap.String("channel", req.GetChannel()))
return &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: "shard not exist",
}, nil
}
//translate segment action
removeActions := make([]*querypb.SyncAction, 0)
addSegments := make(map[int64][]*querypb.SegmentLoadInfo)
for _, action := range req.GetActions() {
log := log.With(zap.String("Action",
action.GetType().String()),
zap.Int64("segmentID", action.SegmentID),
)
log.Info("sync action")
switch action.GetType() {
case querypb.SyncType_Remove:
removeActions = append(removeActions, action)
case querypb.SyncType_Set:
addSegments[action.GetNodeID()] = append(addSegments[action.GetNodeID()], action.GetInfo())
default:
return &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: "unexpected action type",
}, nil
}
}
for nodeID, infos := range addSegments {
err := shardDelegator.LoadSegments(ctx, &querypb.LoadSegmentsRequest{
Base: commonpbutil.NewMsgBase(
commonpbutil.WithMsgType(commonpb.MsgType_LoadSegments),
commonpbutil.WithMsgID(req.Base.GetMsgID()),
),
Infos: infos,
Schema: req.GetSchema(),
LoadMeta: req.GetLoadMeta(),
CollectionID: req.GetCollectionID(),
ReplicaID: req.GetReplicaID(),
DstNodeID: nodeID,
Version: req.GetVersion(),
NeedTransfer: false,
})
if err != nil {
return util.WrapStatus(commonpb.ErrorCode_UnexpectedError, "failed to sync(load) segment", err), nil
}
}
for _, action := range removeActions {
shardDelegator.ReleaseSegments(ctx, &querypb.ReleaseSegmentsRequest{
NodeID: action.GetNodeID(),
SegmentIDs: []int64{action.GetSegmentID()},
Scope: querypb.DataScope_Historical,
CollectionID: req.GetCollectionID(),
}, true)
}
return &commonpb.Status{
ErrorCode: commonpb.ErrorCode_Success,
Reason: "",
}, nil
}
// Delete is used to forward delete message between delegator and workers.
func (node *QueryNode) Delete(ctx context.Context, req *querypb.DeleteRequest) (*commonpb.Status, error) {
log := log.Ctx(ctx).With(
zap.Int64("collectionID", req.GetCollectionId()),
zap.String("channel", req.GetVchannelName()),
zap.Int64("segmentID", req.GetSegmentId()),
)
// check node healthy
if !node.lifetime.Add(commonpbutil.IsHealthy) {
msg := fmt.Sprintf("query node %d is not ready", paramtable.GetNodeID())
err := merr.WrapErrServiceNotReady(msg)
return merr.Status(err), nil
}
defer node.lifetime.Done()
// check target matches
if req.GetBase().GetTargetID() != paramtable.GetNodeID() {
status := &commonpb.Status{
ErrorCode: commonpb.ErrorCode_NodeIDNotMatch,
Reason: common.WrapNodeIDNotMatchMsg(req.GetBase().GetTargetID(), paramtable.GetNodeID()),
}
return status, nil
}
log.Info("QueryNode received worker delete request")
log.Debug("Worker delete detail",
zap.String("pks", req.GetPrimaryKeys().String()),
zap.Uint64s("tss", req.GetTimestamps()),
)
segments := node.manager.Segment.GetBy(segments.WithID(req.GetSegmentId()))
if len(segments) == 0 {
err := merr.WrapErrSegmentNotFound(req.GetSegmentId())
log.Warn("segment not found for delete")
return &commonpb.Status{
ErrorCode: commonpb.ErrorCode_SegmentNotFound,
Reason: fmt.Sprintf("segment %d not found", req.GetSegmentId()),
Code: merr.Code(err),
}, nil
}
pks := storage.ParseIDs2PrimaryKeys(req.GetPrimaryKeys())
for _, segment := range segments {
err := segment.Delete(pks, req.GetTimestamps())
if err != nil {
log.Warn("segment delete failed", zap.Error(err))
return &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: fmt.Sprintf("delete on segment %d failed, %s", req.GetSegmentId(), err.Error()),
}, nil
}
}
return &commonpb.Status{
ErrorCode: commonpb.ErrorCode_Success,
Reason: "",
}, nil
}