// 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 querycoord import ( "context" "encoding/json" "errors" "fmt" "path/filepath" "strconv" "sync" "go.uber.org/zap" "github.com/milvus-io/milvus/internal/kv" etcdkv "github.com/milvus-io/milvus/internal/kv/etcd" minioKV "github.com/milvus-io/milvus/internal/kv/minio" "github.com/milvus-io/milvus/internal/log" "github.com/milvus-io/milvus/internal/proto/commonpb" "github.com/milvus-io/milvus/internal/proto/internalpb" "github.com/milvus-io/milvus/internal/proto/milvuspb" "github.com/milvus-io/milvus/internal/proto/querypb" "github.com/milvus-io/milvus/internal/util/sessionutil" "github.com/milvus-io/milvus/internal/util/typeutil" ) const ( queryNodeInfoPrefix = "queryCoord-queryNodeInfo" ) // Cluster manages all query node connections and grpc requests type Cluster interface { reloadFromKV() error getComponentInfos(ctx context.Context) []*internalpb.ComponentInfo loadSegments(ctx context.Context, nodeID int64, in *querypb.LoadSegmentsRequest) error releaseSegments(ctx context.Context, nodeID int64, in *querypb.ReleaseSegmentsRequest) error watchDmChannels(ctx context.Context, nodeID int64, in *querypb.WatchDmChannelsRequest) error watchDeltaChannels(ctx context.Context, nodeID int64, in *querypb.WatchDeltaChannelsRequest) error hasWatchedQueryChannel(ctx context.Context, nodeID int64, collectionID UniqueID) bool hasWatchedDeltaChannel(ctx context.Context, nodeID int64, collectionID UniqueID) bool addQueryChannel(ctx context.Context, nodeID int64, in *querypb.AddQueryChannelRequest) error removeQueryChannel(ctx context.Context, nodeID int64, in *querypb.RemoveQueryChannelRequest) error releaseCollection(ctx context.Context, nodeID int64, in *querypb.ReleaseCollectionRequest) error releasePartitions(ctx context.Context, nodeID int64, in *querypb.ReleasePartitionsRequest) error getSegmentInfo(ctx context.Context, in *querypb.GetSegmentInfoRequest) ([]*querypb.SegmentInfo, error) getSegmentInfoByNode(ctx context.Context, nodeID int64, in *querypb.GetSegmentInfoRequest) ([]*querypb.SegmentInfo, error) getSegmentInfoByID(ctx context.Context, segmentID UniqueID) (*querypb.SegmentInfo, error) registerNode(ctx context.Context, session *sessionutil.Session, id UniqueID, state nodeState) error getNodeInfoByID(nodeID int64) (Node, error) removeNodeInfo(nodeID int64) error stopNode(nodeID int64) onlineNodeIDs() []int64 isOnline(nodeID int64) (bool, error) offlineNodeIDs() []int64 hasNode(nodeID int64) bool allocateSegmentsToQueryNode(ctx context.Context, reqs []*querypb.LoadSegmentsRequest, wait bool, excludeNodeIDs []int64, includeNodeIDs []int64) error allocateChannelsToQueryNode(ctx context.Context, reqs []*querypb.WatchDmChannelsRequest, wait bool, excludeNodeIDs []int64) error getSessionVersion() int64 getMetrics(ctx context.Context, in *milvuspb.GetMetricsRequest) []queryNodeGetMetricsResponse estimateSegmentsSize(segments *querypb.LoadSegmentsRequest) (int64, error) } type newQueryNodeFn func(ctx context.Context, address string, id UniqueID, kv *etcdkv.EtcdKV) (Node, error) type nodeState int const ( disConnect nodeState = 0 online nodeState = 1 offline nodeState = 2 ) type queryNodeCluster struct { ctx context.Context cancel context.CancelFunc client *etcdkv.EtcdKV dataKV kv.DataKV session *sessionutil.Session sessionVersion int64 sync.RWMutex clusterMeta Meta nodes map[int64]Node newNodeFn newQueryNodeFn segmentAllocator SegmentAllocatePolicy channelAllocator ChannelAllocatePolicy segSizeEstimator func(request *querypb.LoadSegmentsRequest, dataKV kv.DataKV) (int64, error) } func newQueryNodeCluster(ctx context.Context, clusterMeta Meta, kv *etcdkv.EtcdKV, newNodeFn newQueryNodeFn, session *sessionutil.Session) (Cluster, error) { childCtx, cancel := context.WithCancel(ctx) nodes := make(map[int64]Node) c := &queryNodeCluster{ ctx: childCtx, cancel: cancel, client: kv, session: session, clusterMeta: clusterMeta, nodes: nodes, newNodeFn: newNodeFn, segmentAllocator: defaultSegAllocatePolicy(), channelAllocator: defaultChannelAllocatePolicy(), segSizeEstimator: defaultSegEstimatePolicy(), } err := c.reloadFromKV() if err != nil { return nil, err } option := &minioKV.Option{ Address: Params.QueryCoordCfg.MinioEndPoint, AccessKeyID: Params.QueryCoordCfg.MinioAccessKeyID, SecretAccessKeyID: Params.QueryCoordCfg.MinioSecretAccessKey, UseSSL: Params.QueryCoordCfg.MinioUseSSLStr, CreateBucket: true, BucketName: Params.QueryCoordCfg.MinioBucketName, } c.dataKV, err = minioKV.NewMinIOKV(ctx, option) if err != nil { return nil, err } return c, nil } // Reload trigger task, trigger task states, internal task, internal task state from etcd // Assign the internal task to the corresponding trigger task as a child task func (c *queryNodeCluster) reloadFromKV() error { toLoadMetaNodeIDs := make([]int64, 0) // get current online session onlineNodeSessions, version, _ := c.session.GetSessions(typeutil.QueryNodeRole) onlineSessionMap := make(map[int64]*sessionutil.Session) for _, session := range onlineNodeSessions { nodeID := session.ServerID onlineSessionMap[nodeID] = session } for nodeID, session := range onlineSessionMap { log.Debug("reloadFromKV: register a queryNode to cluster", zap.Any("nodeID", nodeID)) err := c.registerNode(c.ctx, session, nodeID, disConnect) if err != nil { log.Error("QueryNode failed to register", zap.Int64("nodeID", nodeID), zap.String("error info", err.Error())) return err } toLoadMetaNodeIDs = append(toLoadMetaNodeIDs, nodeID) } c.sessionVersion = version // load node information before power off from etcd oldStringNodeIDs, oldNodeSessions, err := c.client.LoadWithPrefix(queryNodeInfoPrefix) if err != nil { log.Error("reloadFromKV: get previous node info from etcd error", zap.Error(err)) return err } for index := range oldStringNodeIDs { nodeID, err := strconv.ParseInt(filepath.Base(oldStringNodeIDs[index]), 10, 64) if err != nil { log.Error("watchNodeLoop: parse nodeID error", zap.Error(err)) return err } if _, ok := onlineSessionMap[nodeID]; !ok { session := &sessionutil.Session{} err = json.Unmarshal([]byte(oldNodeSessions[index]), session) if err != nil { log.Error("watchNodeLoop: unmarshal session error", zap.Error(err)) return err } err = c.registerNode(context.Background(), session, nodeID, offline) if err != nil { log.Debug("reloadFromKV: failed to add queryNode to cluster", zap.Int64("nodeID", nodeID), zap.String("error info", err.Error())) return err } toLoadMetaNodeIDs = append(toLoadMetaNodeIDs, nodeID) } } return nil } func (c *queryNodeCluster) getSessionVersion() int64 { return c.sessionVersion } func (c *queryNodeCluster) getComponentInfos(ctx context.Context) []*internalpb.ComponentInfo { c.RLock() defer c.RUnlock() var subComponentInfos []*internalpb.ComponentInfo for _, node := range c.nodes { componentState := node.getComponentInfo(ctx) subComponentInfos = append(subComponentInfos, componentState) } return subComponentInfos } func (c *queryNodeCluster) loadSegments(ctx context.Context, nodeID int64, in *querypb.LoadSegmentsRequest) error { c.RLock() var targetNode Node if node, ok := c.nodes[nodeID]; ok { targetNode = node } c.RUnlock() if targetNode != nil { err := targetNode.loadSegments(ctx, in) if err != nil { log.Debug("loadSegments: queryNode load segments error", zap.Int64("nodeID", nodeID), zap.String("error info", err.Error())) return err } return nil } return fmt.Errorf("loadSegments: can't find QueryNode by nodeID, nodeID = %d", nodeID) } func (c *queryNodeCluster) releaseSegments(ctx context.Context, nodeID int64, in *querypb.ReleaseSegmentsRequest) error { c.RLock() var targetNode Node if node, ok := c.nodes[nodeID]; ok { targetNode = node } c.RUnlock() if targetNode != nil { if !targetNode.isOnline() { return errors.New("node offline") } err := targetNode.releaseSegments(ctx, in) if err != nil { log.Debug("releaseSegments: queryNode release segments error", zap.Int64("nodeID", nodeID), zap.String("error info", err.Error())) return err } return nil } return fmt.Errorf("releaseSegments: can't find QueryNode by nodeID, nodeID = %d", nodeID) } func (c *queryNodeCluster) watchDmChannels(ctx context.Context, nodeID int64, in *querypb.WatchDmChannelsRequest) error { c.RLock() var targetNode Node if node, ok := c.nodes[nodeID]; ok { targetNode = node } c.RUnlock() if targetNode != nil { err := targetNode.watchDmChannels(ctx, in) if err != nil { log.Debug("watchDmChannels: queryNode watch dm channel error", zap.String("error", err.Error())) return err } dmChannelWatchInfo := make([]*querypb.DmChannelWatchInfo, len(in.Infos)) for index, info := range in.Infos { dmChannelWatchInfo[index] = &querypb.DmChannelWatchInfo{ CollectionID: info.CollectionID, DmChannel: info.ChannelName, NodeIDLoaded: nodeID, } } err = c.clusterMeta.setDmChannelInfos(dmChannelWatchInfo) if err != nil { log.Debug("watchDmChannels: update dmChannelWatchInfos to meta failed", zap.String("error", err.Error())) return err } return nil } return fmt.Errorf("watchDmChannels: can't find QueryNode by nodeID, nodeID = %d", nodeID) } func (c *queryNodeCluster) watchDeltaChannels(ctx context.Context, nodeID int64, in *querypb.WatchDeltaChannelsRequest) error { c.RLock() var targetNode Node if node, ok := c.nodes[nodeID]; ok { targetNode = node } c.RUnlock() if targetNode != nil { err := targetNode.watchDeltaChannels(ctx, in) if err != nil { log.Debug("watchDeltaChannels: queryNode watch delta channel error", zap.String("error", err.Error())) return err } return nil } return fmt.Errorf("watchDeltaChannels: can't find QueryNode by nodeID, nodeID = %d", nodeID) } func (c *queryNodeCluster) hasWatchedDeltaChannel(ctx context.Context, nodeID int64, collectionID UniqueID) bool { c.RLock() defer c.RUnlock() return c.nodes[nodeID].hasWatchedDeltaChannel(collectionID) } func (c *queryNodeCluster) hasWatchedQueryChannel(ctx context.Context, nodeID int64, collectionID UniqueID) bool { c.RLock() defer c.RUnlock() return c.nodes[nodeID].hasWatchedQueryChannel(collectionID) } func (c *queryNodeCluster) addQueryChannel(ctx context.Context, nodeID int64, in *querypb.AddQueryChannelRequest) error { c.RLock() var targetNode Node if node, ok := c.nodes[nodeID]; ok { targetNode = node } c.RUnlock() if targetNode != nil { emptyChangeInfo := &querypb.SealedSegmentsChangeInfo{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_SealedSegmentsChangeInfo, }, } msgPosition, err := c.clusterMeta.sendSealedSegmentChangeInfos(in.CollectionID, in.QueryChannel, emptyChangeInfo) if err != nil { log.Error("addQueryChannel: get latest messageID of query channel error", zap.String("queryChannel", in.QueryChannel), zap.Error(err)) return err } // update watch position to latest in.SeekPosition = msgPosition err = targetNode.addQueryChannel(ctx, in) if err != nil { log.Error("addQueryChannel: queryNode add query channel error", zap.String("queryChannel", in.QueryChannel), zap.Error(err)) return err } return nil } return fmt.Errorf("addQueryChannel: can't find QueryNode by nodeID, nodeID = %d", nodeID) } func (c *queryNodeCluster) removeQueryChannel(ctx context.Context, nodeID int64, in *querypb.RemoveQueryChannelRequest) error { c.RLock() var targetNode Node if node, ok := c.nodes[nodeID]; ok { targetNode = node } c.RUnlock() if targetNode != nil { err := targetNode.removeQueryChannel(ctx, in) if err != nil { log.Debug("removeQueryChannel: queryNode remove query channel error", zap.String("error", err.Error())) return err } return nil } return fmt.Errorf("removeQueryChannel: can't find QueryNode by nodeID, nodeID = %d", nodeID) } func (c *queryNodeCluster) releaseCollection(ctx context.Context, nodeID int64, in *querypb.ReleaseCollectionRequest) error { c.RLock() var targetNode Node if node, ok := c.nodes[nodeID]; ok { targetNode = node } c.RUnlock() if targetNode != nil { err := targetNode.releaseCollection(ctx, in) if err != nil { log.Debug("releaseCollection: queryNode release collection error", zap.String("error", err.Error())) return err } return nil } return fmt.Errorf("releaseCollection: can't find QueryNode by nodeID, nodeID = %d", nodeID) } func (c *queryNodeCluster) releasePartitions(ctx context.Context, nodeID int64, in *querypb.ReleasePartitionsRequest) error { c.RLock() var targetNode Node if node, ok := c.nodes[nodeID]; ok { targetNode = node } c.RUnlock() if targetNode != nil { err := targetNode.releasePartitions(ctx, in) if err != nil { log.Debug("releasePartitions: queryNode release partitions error", zap.String("error", err.Error())) return err } return nil } return fmt.Errorf("releasePartitions: can't find QueryNode by nodeID, nodeID = %d", nodeID) } func (c *queryNodeCluster) getSegmentInfoByID(ctx context.Context, segmentID UniqueID) (*querypb.SegmentInfo, error) { segmentInfo, err := c.clusterMeta.getSegmentInfoByID(segmentID) if err != nil { return nil, err } c.RLock() targetNode, ok := c.nodes[segmentInfo.NodeID] c.RUnlock() if !ok { return nil, fmt.Errorf("updateSegmentInfo: can't find query node by nodeID, nodeID = %d", segmentInfo.NodeID) } res, err := targetNode.getSegmentInfo(ctx, &querypb.GetSegmentInfoRequest{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_SegmentInfo, }, CollectionID: segmentInfo.CollectionID, }) if err != nil { return nil, err } // protobuf convention, it's ok to call GetXXX on nil for _, info := range res.GetInfos() { if info.GetSegmentID() == segmentID { return info, nil } } return nil, fmt.Errorf("updateSegmentInfo: can't find segment %d on QueryNode %d", segmentID, segmentInfo.NodeID) } func (c *queryNodeCluster) getSegmentInfo(ctx context.Context, in *querypb.GetSegmentInfoRequest) ([]*querypb.SegmentInfo, error) { type respTuple struct { res *querypb.GetSegmentInfoResponse err error } c.RLock() var wg sync.WaitGroup cnt := len(c.nodes) resChan := make(chan respTuple, cnt) wg.Add(cnt) for _, node := range c.nodes { go func(node Node) { defer wg.Done() res, err := node.getSegmentInfo(ctx, in) resChan <- respTuple{ res: res, err: err, } }(node) } c.RUnlock() wg.Wait() close(resChan) var segmentInfos []*querypb.SegmentInfo for tuple := range resChan { if tuple.err != nil { return nil, tuple.err } segmentInfos = append(segmentInfos, tuple.res.GetInfos()...) } //TODO::update meta return segmentInfos, nil } func (c *queryNodeCluster) getSegmentInfoByNode(ctx context.Context, nodeID int64, in *querypb.GetSegmentInfoRequest) ([]*querypb.SegmentInfo, error) { c.RLock() node, ok := c.nodes[nodeID] c.RUnlock() if !ok { return nil, fmt.Errorf("getSegmentInfoByNode: can't find query node by nodeID, nodeID = %d", nodeID) } res, err := node.getSegmentInfo(ctx, in) if err != nil { return nil, err } return res.GetInfos(), nil } type queryNodeGetMetricsResponse struct { resp *milvuspb.GetMetricsResponse err error } func (c *queryNodeCluster) getMetrics(ctx context.Context, in *milvuspb.GetMetricsRequest) []queryNodeGetMetricsResponse { c.RLock() var wg sync.WaitGroup cnt := len(c.nodes) wg.Add(cnt) respChan := make(chan queryNodeGetMetricsResponse, cnt) for _, node := range c.nodes { go func(node Node) { defer wg.Done() resp, err := node.getMetrics(ctx, in) respChan <- queryNodeGetMetricsResponse{ resp: resp, err: err, } }(node) } c.RUnlock() wg.Wait() close(respChan) ret := make([]queryNodeGetMetricsResponse, 0, cnt) for res := range respChan { ret = append(ret, res) } return ret } func (c *queryNodeCluster) registerNode(ctx context.Context, session *sessionutil.Session, id UniqueID, state nodeState) error { c.Lock() defer c.Unlock() if _, ok := c.nodes[id]; !ok { sessionJSON, err := json.Marshal(session) if err != nil { log.Debug("registerNode: marshal session error", zap.Int64("nodeID", id), zap.Any("address", session)) return err } key := fmt.Sprintf("%s/%d", queryNodeInfoPrefix, id) err = c.client.Save(key, string(sessionJSON)) if err != nil { return err } node, err := c.newNodeFn(ctx, session.Address, id, c.client) if err != nil { log.Debug("registerNode: create a new QueryNode failed", zap.Int64("nodeID", id), zap.Error(err)) return err } node.setState(state) if state < online { go node.start() } c.nodes[id] = node log.Debug("registerNode: create a new QueryNode", zap.Int64("nodeID", id), zap.String("address", session.Address), zap.Any("state", state)) return nil } return fmt.Errorf("registerNode: QueryNode %d alredy exists in cluster", id) } func (c *queryNodeCluster) getNodeInfoByID(nodeID int64) (Node, error) { c.RLock() node, ok := c.nodes[nodeID] c.RUnlock() if !ok { return nil, fmt.Errorf("getNodeInfoByID: QueryNode %d not exist", nodeID) } nodeInfo, err := node.getNodeInfo() if err != nil { return nil, err } return nodeInfo, nil } func (c *queryNodeCluster) removeNodeInfo(nodeID int64) error { c.Lock() defer c.Unlock() key := fmt.Sprintf("%s/%d", queryNodeInfoPrefix, nodeID) err := c.client.Remove(key) if err != nil { return err } delete(c.nodes, nodeID) log.Debug("removeNodeInfo: delete nodeInfo in cluster MetaReplica", zap.Int64("nodeID", nodeID)) return nil } func (c *queryNodeCluster) stopNode(nodeID int64) { c.RLock() defer c.RUnlock() if node, ok := c.nodes[nodeID]; ok { node.stop() log.Debug("stopNode: queryNode offline", zap.Int64("nodeID", nodeID)) } } func (c *queryNodeCluster) onlineNodeIDs() []int64 { c.RLock() defer c.RUnlock() var onlineNodeIDs []int64 for nodeID, node := range c.nodes { if node.isOnline() { onlineNodeIDs = append(onlineNodeIDs, nodeID) } } return onlineNodeIDs } func (c *queryNodeCluster) offlineNodeIDs() []int64 { c.RLock() defer c.RUnlock() var offlineNodeIDs []int64 for nodeID, node := range c.nodes { if node.isOffline() { offlineNodeIDs = append(offlineNodeIDs, nodeID) } } return offlineNodeIDs } func (c *queryNodeCluster) hasNode(nodeID int64) bool { c.RLock() defer c.RUnlock() if _, ok := c.nodes[nodeID]; ok { return true } return false } func (c *queryNodeCluster) isOnline(nodeID int64) (bool, error) { c.RLock() defer c.RUnlock() if node, ok := c.nodes[nodeID]; ok { return node.isOnline(), nil } return false, fmt.Errorf("isOnline: QueryNode %d not exist", nodeID) } //func (c *queryNodeCluster) printMeta() { // c.RLock() // defer c.RUnlock() // // for id, node := range c.nodes { // if node.isOnline() { // collectionInfos := node.showCollections() // for _, info := range collectionInfos { // log.Debug("PrintMeta: query coordinator cluster info: collectionInfo", zap.Int64("nodeID", id), zap.Int64("collectionID", info.CollectionID), zap.Any("info", info)) // } // // queryChannelInfos := node.showWatchedQueryChannels() // for _, info := range queryChannelInfos { // log.Debug("PrintMeta: query coordinator cluster info: watchedQueryChannelInfo", zap.Int64("nodeID", id), zap.Int64("collectionID", info.CollectionID), zap.Any("info", info)) // } // } // } //} func (c *queryNodeCluster) allocateSegmentsToQueryNode(ctx context.Context, reqs []*querypb.LoadSegmentsRequest, wait bool, excludeNodeIDs []int64, includeNodeIDs []int64) error { return c.segmentAllocator(ctx, reqs, c, c.clusterMeta, wait, excludeNodeIDs, includeNodeIDs) } func (c *queryNodeCluster) allocateChannelsToQueryNode(ctx context.Context, reqs []*querypb.WatchDmChannelsRequest, wait bool, excludeNodeIDs []int64) error { return c.channelAllocator(ctx, reqs, c, c.clusterMeta, wait, excludeNodeIDs) } func (c *queryNodeCluster) estimateSegmentsSize(segments *querypb.LoadSegmentsRequest) (int64, error) { return c.segSizeEstimator(segments, c.dataKV) } func defaultSegEstimatePolicy() segEstimatePolicy { return estimateSegmentsSize } type segEstimatePolicy func(request *querypb.LoadSegmentsRequest, dataKv kv.DataKV) (int64, error) func estimateSegmentsSize(segments *querypb.LoadSegmentsRequest, kvClient kv.DataKV) (int64, error) { requestSize := int64(0) for _, loadInfo := range segments.Infos { segmentSize := int64(0) // get which field has index file vecFieldIndexInfo := make(map[int64]*querypb.VecFieldIndexInfo) for _, indexInfo := range loadInfo.IndexInfos { if indexInfo.EnableIndex { fieldID := indexInfo.FieldID vecFieldIndexInfo[fieldID] = indexInfo } } for _, binlogPath := range loadInfo.BinlogPaths { fieldID := binlogPath.FieldID // if index node has built index, cal segment size by index file size, or use raw data's binlog size if indexInfo, ok := vecFieldIndexInfo[fieldID]; ok { segmentSize += indexInfo.IndexSize } else { for _, binlog := range binlogPath.Binlogs { segmentSize += binlog.GetLogSize() } } } loadInfo.SegmentSize = segmentSize requestSize += segmentSize } return requestSize, nil }