// 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 datanode implements data persistence logic. // // Data node persists insert logs into persistent storage like minIO/S3. package datanode import ( "context" "fmt" "path" "strconv" "time" "github.com/cockroachdb/errors" "github.com/samber/lo" "go.uber.org/zap" "github.com/milvus-io/milvus-proto/go-api/v2/commonpb" "github.com/milvus-io/milvus-proto/go-api/v2/milvuspb" "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/datapb" "github.com/milvus-io/milvus/internal/proto/etcdpb" "github.com/milvus-io/milvus/internal/proto/internalpb" "github.com/milvus-io/milvus/internal/proto/rootcoordpb" "github.com/milvus-io/milvus/internal/storage" "github.com/milvus-io/milvus/internal/util/importutil" "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/mq/msgstream/mqwrapper" "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/metautil" "github.com/milvus-io/milvus/pkg/util/metricsinfo" "github.com/milvus-io/milvus/pkg/util/paramtable" "github.com/milvus-io/milvus/pkg/util/retry" "github.com/milvus-io/milvus/pkg/util/timerecord" "github.com/milvus-io/milvus/pkg/util/tsoutil" "github.com/milvus-io/milvus/pkg/util/typeutil" ) // WatchDmChannels is not in use func (node *DataNode) WatchDmChannels(ctx context.Context, in *datapb.WatchDmChannelsRequest) (*commonpb.Status, error) { log.Warn("DataNode WatchDmChannels is not in use") // TODO ERROR OF GRPC NOT IN USE return merr.Success(), nil } // GetComponentStates will return current state of DataNode func (node *DataNode) GetComponentStates(ctx context.Context, req *milvuspb.GetComponentStatesRequest) (*milvuspb.ComponentStates, error) { log.Debug("DataNode current state", zap.Any("State", node.stateCode.Load())) nodeID := common.NotRegisteredID if node.GetSession() != nil && node.session.Registered() { nodeID = node.GetSession().ServerID } states := &milvuspb.ComponentStates{ State: &milvuspb.ComponentInfo{ // NodeID: Params.NodeID, // will race with DataNode.Register() NodeID: nodeID, Role: node.Role, StateCode: node.stateCode.Load().(commonpb.StateCode), }, SubcomponentStates: make([]*milvuspb.ComponentInfo, 0), Status: merr.Success(), } return states, nil } // FlushSegments packs flush messages into flowGraph through flushChan. // // DataCoord calls FlushSegments if the segment is seal&flush only. // If DataNode receives a valid segment to flush, new flush message for the segment should be ignored. // So if receiving calls to flush segment A, DataNode should guarantee the segment to be flushed. func (node *DataNode) FlushSegments(ctx context.Context, req *datapb.FlushSegmentsRequest) (*commonpb.Status, error) { metrics.DataNodeFlushReqCounter.WithLabelValues( fmt.Sprint(paramtable.GetNodeID()), metrics.TotalLabel).Inc() if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.FlushSegments failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err)) return merr.Status(err), nil } serverID := node.GetSession().ServerID if req.GetBase().GetTargetID() != serverID { log.Warn("flush segment target id not matched", zap.Int64("targetID", req.GetBase().GetTargetID()), zap.Int64("serverID", serverID), ) return merr.Status(merr.WrapErrNodeNotMatch(req.GetBase().GetTargetID(), serverID)), nil } log.Info("receiving FlushSegments request", zap.Int64("collectionID", req.GetCollectionID()), zap.Int64s("sealedSegments", req.GetSegmentIDs()), ) segmentIDs := req.GetSegmentIDs() var flushedSeg []UniqueID for _, segID := range segmentIDs { // if the segment in already being flushed, skip it. if node.segmentCache.checkIfCached(segID) { logDupFlush(req.GetCollectionID(), segID) continue } // Get the flush channel for the given segment ID. // If no flush channel is found, report an error. flushCh, err := node.flowgraphManager.getFlushCh(segID) if err != nil { log.Error("no flush channel found for the segment, unable to flush", zap.Int64("segmentID", segID), zap.Error(err)) return merr.Status(err), nil } // Double check that the segment is still not cached. // Skip this flush if segment ID is cached, otherwise cache the segment ID and proceed. exist := node.segmentCache.checkOrCache(segID) if exist { logDupFlush(req.GetCollectionID(), segID) continue } // flushedSeg is only for logging purpose. flushedSeg = append(flushedSeg, segID) // Send the segment to its flush channel. flushCh <- flushMsg{ msgID: req.GetBase().GetMsgID(), timestamp: req.GetBase().GetTimestamp(), segmentID: segID, collectionID: req.GetCollectionID(), } } // Log success flushed segments. if len(flushedSeg) > 0 { log.Info("sending segments to flush channel", zap.Int64("collectionID", req.GetCollectionID()), zap.Int64s("sealedSegments", flushedSeg)) } metrics.DataNodeFlushReqCounter.WithLabelValues( fmt.Sprint(paramtable.GetNodeID()), metrics.SuccessLabel).Inc() return merr.Success(), nil } // ResendSegmentStats . ResendSegmentStats resend un-flushed segment stats back upstream to DataCoord by resending DataNode time tick message. // It returns a list of segments to be sent. // Deprecated in 2.3.2, reversed it just for compatibility during rolling back func (node *DataNode) ResendSegmentStats(ctx context.Context, req *datapb.ResendSegmentStatsRequest) (*datapb.ResendSegmentStatsResponse, error) { return &datapb.ResendSegmentStatsResponse{ Status: merr.Success(), SegResent: make([]int64, 0), }, nil } // GetTimeTickChannel currently do nothing func (node *DataNode) GetTimeTickChannel(ctx context.Context, req *internalpb.GetTimeTickChannelRequest) (*milvuspb.StringResponse, error) { return &milvuspb.StringResponse{ Status: merr.Success(), }, nil } // GetStatisticsChannel currently do nothing func (node *DataNode) GetStatisticsChannel(ctx context.Context, req *internalpb.GetStatisticsChannelRequest) (*milvuspb.StringResponse, error) { return &milvuspb.StringResponse{ Status: merr.Success(), }, nil } // ShowConfigurations returns the configurations of DataNode matching req.Pattern func (node *DataNode) ShowConfigurations(ctx context.Context, req *internalpb.ShowConfigurationsRequest) (*internalpb.ShowConfigurationsResponse, error) { log.Debug("DataNode.ShowConfigurations", zap.String("pattern", req.Pattern)) if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.ShowConfigurations failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err)) return &internalpb.ShowConfigurationsResponse{ Status: merr.Status(err), Configuations: nil, }, nil } configList := make([]*commonpb.KeyValuePair, 0) for key, value := range Params.GetComponentConfigurations("datanode", req.Pattern) { configList = append(configList, &commonpb.KeyValuePair{ Key: key, Value: value, }) } return &internalpb.ShowConfigurationsResponse{ Status: merr.Success(), Configuations: configList, }, nil } // GetMetrics return datanode metrics func (node *DataNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) { if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.GetMetrics failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err)) return &milvuspb.GetMetricsResponse{ Status: merr.Status(err), }, nil } metricType, err := metricsinfo.ParseMetricType(req.Request) if err != nil { log.Warn("DataNode.GetMetrics failed to parse metric type", zap.Int64("nodeID", paramtable.GetNodeID()), zap.String("req", req.Request), zap.Error(err)) return &milvuspb.GetMetricsResponse{ Status: merr.Status(err), }, nil } if metricType == metricsinfo.SystemInfoMetrics { systemInfoMetrics, err := node.getSystemInfoMetrics(ctx, req) if err != nil { log.Warn("DataNode GetMetrics failed", zap.Int64("nodeID", paramtable.GetNodeID()), zap.Error(err)) return &milvuspb.GetMetricsResponse{ Status: merr.Status(err), }, nil } return systemInfoMetrics, nil } log.RatedWarn(60, "DataNode.GetMetrics failed, request metric type is not implemented yet", zap.Int64("nodeID", paramtable.GetNodeID()), zap.String("req", req.Request), zap.String("metric_type", metricType)) return &milvuspb.GetMetricsResponse{ Status: merr.Status(merr.WrapErrMetricNotFound(metricType)), }, nil } // Compaction handles compaction request from DataCoord // returns status as long as compaction task enqueued or invalid func (node *DataNode) Compaction(ctx context.Context, req *datapb.CompactionPlan) (*commonpb.Status, error) { if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.Compaction failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err)) return merr.Status(err), nil } ds, ok := node.flowgraphManager.getFlowgraphService(req.GetChannel()) if !ok { log.Warn("illegel compaction plan, channel not in this DataNode", zap.String("channelName", req.GetChannel())) return merr.Status(merr.WrapErrChannelNotFound(req.GetChannel(), "illegel compaction plan")), nil } if !node.compactionExecutor.channelValidateForCompaction(req.GetChannel()) { log.Warn("channel of compaction is marked invalid in compaction executor", zap.String("channelName", req.GetChannel())) return merr.Status(merr.WrapErrChannelNotFound(req.GetChannel(), "channel is dropping")), nil } binlogIO := &binlogIO{node.chunkManager, ds.idAllocator} task := newCompactionTask( node.ctx, binlogIO, binlogIO, ds.channel, ds.flushManager, ds.idAllocator, req, node.chunkManager, ) node.compactionExecutor.execute(task) return merr.Success(), nil } // GetCompactionState called by DataCoord // return status of all compaction plans func (node *DataNode) GetCompactionState(ctx context.Context, req *datapb.CompactionStateRequest) (*datapb.CompactionStateResponse, error) { if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.GetCompactionState failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err)) return &datapb.CompactionStateResponse{ Status: merr.Status(err), }, nil } results := make([]*datapb.CompactionStateResult, 0) node.compactionExecutor.executing.Range(func(planID int64, task compactor) bool { results = append(results, &datapb.CompactionStateResult{ State: commonpb.CompactionState_Executing, PlanID: planID, }) return true }) node.compactionExecutor.completed.Range(func(planID int64, result *datapb.CompactionResult) bool { results = append(results, &datapb.CompactionStateResult{ State: commonpb.CompactionState_Completed, PlanID: planID, Result: result, }) return true }) if len(results) > 0 { planIDs := lo.Map(results, func(result *datapb.CompactionStateResult, i int) UniqueID { return result.GetPlanID() }) log.Info("Compaction results", zap.Int64s("planIDs", planIDs)) } return &datapb.CompactionStateResponse{ Status: merr.Success(), Results: results, }, nil } // SyncSegments called by DataCoord, sync the compacted segments' meta between DC and DN func (node *DataNode) SyncSegments(ctx context.Context, req *datapb.SyncSegmentsRequest) (*commonpb.Status, error) { log.Ctx(ctx).Info("DataNode receives SyncSegments", zap.Int64("planID", req.GetPlanID()), zap.Int64("target segmentID", req.GetCompactedTo()), zap.Int64s("compacted from", req.GetCompactedFrom()), zap.Int64("numOfRows", req.GetNumOfRows()), ) if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.SyncSegments failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err)) return merr.Status(err), nil } if len(req.GetCompactedFrom()) <= 0 { return merr.Status(merr.WrapErrParameterInvalid(">0", "0", "compacted from segments shouldn't be empty")), nil } var ( oneSegment int64 channel Channel err error ds *dataSyncService ok bool ) for _, fromSegment := range req.GetCompactedFrom() { channel, err = node.flowgraphManager.getChannel(fromSegment) if err != nil { log.Ctx(ctx).Warn("fail to get the channel", zap.Int64("segment", fromSegment), zap.Error(err)) continue } ds, ok = node.flowgraphManager.getFlowgraphService(channel.getChannelName(fromSegment)) if !ok { log.Ctx(ctx).Warn("fail to find flow graph service", zap.Int64("segment", fromSegment)) continue } oneSegment = fromSegment break } if oneSegment == 0 { log.Ctx(ctx).Warn("no valid segment, maybe the request is a retry") return merr.Success(), nil } // oneSegment is definitely in the channel, guaranteed by the check before. collID, partID, _ := channel.getCollectionAndPartitionID(oneSegment) targetSeg := &Segment{ collectionID: collID, partitionID: partID, segmentID: req.GetCompactedTo(), numRows: req.GetNumOfRows(), } err = channel.InitPKstats(ctx, targetSeg, req.GetStatsLogs(), tsoutil.GetCurrentTime()) if err != nil { return merr.Status(err), nil } ds.fg.Blockall() defer ds.fg.Unblock() channel.mergeFlushedSegments(ctx, targetSeg, req.GetPlanID(), req.GetCompactedFrom()) node.compactionExecutor.injectDone(req.GetPlanID(), true) return merr.Success(), nil } func (node *DataNode) NotifyChannelOperation(ctx context.Context, req *datapb.ChannelOperationsRequest) (*commonpb.Status, error) { log.Warn("DataNode NotifyChannelOperation is unimplemented") return merr.Status(merr.ErrServiceUnavailable), nil } func (node *DataNode) CheckChannelOperationProgress(ctx context.Context, req *datapb.ChannelWatchInfo) (*datapb.ChannelOperationProgressResponse, error) { log.Warn("DataNode CheckChannelOperationProgress is unimplemented") return &datapb.ChannelOperationProgressResponse{ Status: merr.Status(merr.ErrServiceUnavailable), }, nil } // Import data files(json, numpy, etc.) on MinIO/S3 storage, read and parse them into sealed segments func (node *DataNode) Import(ctx context.Context, req *datapb.ImportTaskRequest) (*commonpb.Status, error) { logFields := []zap.Field{ zap.Int64("task ID", req.GetImportTask().GetTaskId()), zap.Int64("collectionID", req.GetImportTask().GetCollectionId()), zap.Int64("partitionID", req.GetImportTask().GetPartitionId()), zap.String("database name", req.GetImportTask().GetDatabaseName()), zap.Strings("channel names", req.GetImportTask().GetChannelNames()), zap.Int64s("working dataNodes", req.WorkingNodes), zap.Int64("node ID", paramtable.GetNodeID()), } log.Info("DataNode receive import request", logFields...) defer func() { log.Info("DataNode finish import request", logFields...) }() importResult := &rootcoordpb.ImportResult{ Status: merr.Success(), TaskId: req.GetImportTask().TaskId, DatanodeId: paramtable.GetNodeID(), State: commonpb.ImportState_ImportStarted, Segments: make([]int64, 0), AutoIds: make([]int64, 0), RowCount: 0, } importResult.Infos = append(importResult.Infos, &commonpb.KeyValuePair{Key: importutil.ProgressPercent, Value: "0"}) // Spawn a new context to ignore cancellation from parental context. newCtx, cancel := context.WithTimeout(context.TODO(), paramtable.Get().DataNodeCfg.BulkInsertTimeoutSeconds.GetAsDuration(time.Second)) defer cancel() // function to report import state to RootCoord. // retry 10 times, if the rootcoord is down, the report function will cost 20+ seconds reportFunc := reportImportFunc(node) returnFailFunc := func(msg string, err error) (*commonpb.Status, error) { logFields = append(logFields, zap.Error(err)) log.Warn(msg, logFields...) importResult.State = commonpb.ImportState_ImportFailed importResult.Infos = append(importResult.Infos, &commonpb.KeyValuePair{Key: importutil.FailedReason, Value: err.Error()}) reportFunc(importResult) return merr.Status(err), nil } if err := merr.CheckHealthy(node.GetStateCode()); err != nil { logFields = append(logFields, zap.Error(err)) log.Warn("DataNode import failed, node is not healthy", logFields...) return merr.Status(err), nil } // get a timestamp for all the rows // Ignore cancellation from parent context. ts, _, err := node.broker.AllocTimestamp(newCtx, 1) if err != nil { return returnFailFunc("DataNode alloc ts failed", err) } // get collection schema and shard number metaService := newMetaService(node.broker, req.GetImportTask().GetCollectionId()) colInfo, err := metaService.getCollectionInfo(newCtx, req.GetImportTask().GetCollectionId(), 0) if err != nil { return returnFailFunc("failed to get collection info for collection ID", err) } var partitionIDs []int64 if req.GetImportTask().GetPartitionId() == 0 { if !typeutil.HasPartitionKey(colInfo.GetSchema()) { err = errors.New("try auto-distribute data but the collection has no partition key") return returnFailFunc(err.Error(), err) } // TODO: prefer to set partitionIDs in coord instead of get here. // the colInfo doesn't have a correct database name(it is empty). use the database name passed from rootcoord. partitions, err := node.broker.ShowPartitions(ctx, req.GetImportTask().GetDatabaseName(), colInfo.GetCollectionName()) if err != nil { return returnFailFunc("failed to get partition id list", err) } _, partitionIDs, err = typeutil.RearrangePartitionsForPartitionKey(partitions) if err != nil { return returnFailFunc("failed to rearrange target partitions", err) } } else { partitionIDs = []int64{req.GetImportTask().GetPartitionId()} } collectionInfo, err := importutil.NewCollectionInfo(colInfo.GetSchema(), colInfo.GetShardsNum(), partitionIDs) if err != nil { return returnFailFunc("invalid collection info to import", err) } // parse files and generate segments segmentSize := Params.DataCoordCfg.SegmentMaxSize.GetAsInt64() * 1024 * 1024 importWrapper := importutil.NewImportWrapper(newCtx, collectionInfo, segmentSize, node.allocator.GetIDAlloactor(), node.chunkManager, importResult, reportFunc) importWrapper.SetCallbackFunctions(assignSegmentFunc(node, req), createBinLogsFunc(node, req, colInfo.GetSchema(), ts), saveSegmentFunc(node, req, importResult, ts)) // todo: pass tsStart and tsStart after import_wrapper support tsStart, tsEnd, err := importutil.ParseTSFromOptions(req.GetImportTask().GetInfos()) isBackup := importutil.IsBackup(req.GetImportTask().GetInfos()) if err != nil { return returnFailFunc("failed to parse timestamp from import options", err) } logFields = append(logFields, zap.Uint64("start_ts", tsStart), zap.Uint64("end_ts", tsEnd)) log.Info("import time range", logFields...) err = importWrapper.Import(req.GetImportTask().GetFiles(), importutil.ImportOptions{OnlyValidate: false, TsStartPoint: tsStart, TsEndPoint: tsEnd, IsBackup: isBackup}) if err != nil { return returnFailFunc("failed to import files", err) } resp := merr.Success() return resp, nil } func (node *DataNode) FlushChannels(ctx context.Context, req *datapb.FlushChannelsRequest) (*commonpb.Status, error) { log := log.Ctx(ctx).With(zap.Int64("nodeId", paramtable.GetNodeID()), zap.Time("flushTs", tsoutil.PhysicalTime(req.GetFlushTs())), zap.Strings("channels", req.GetChannels())) log.Info("DataNode receives FlushChannels request") if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.FlushChannels failed", zap.Error(err)) return merr.Status(err), nil } for _, channel := range req.GetChannels() { fg, ok := node.flowgraphManager.getFlowgraphService(channel) if !ok { msg := "may channel has not watched yet" return merr.Status(merr.WrapErrChannelNotFound(channel, msg)), nil } fg.channel.setFlushTs(req.GetFlushTs()) } return merr.Success(), nil } // AddImportSegment adds the import segment to the current DataNode. func (node *DataNode) AddImportSegment(ctx context.Context, req *datapb.AddImportSegmentRequest) (*datapb.AddImportSegmentResponse, error) { logFields := []zap.Field{ zap.Int64("segmentID", req.GetSegmentId()), zap.Int64("collectionID", req.GetCollectionId()), zap.Int64("partitionID", req.GetPartitionId()), zap.String("channelName", req.GetChannelName()), zap.Int64("# of rows", req.GetRowNum()), } log.Info("adding segment to DataNode flow graph", logFields...) // Fetch the flow graph on the given v-channel. var ds *dataSyncService // Retry in case the channel hasn't been watched yet. err := retry.Do(ctx, func() error { var ok bool ds, ok = node.flowgraphManager.getFlowgraphService(req.GetChannelName()) if !ok { return errors.New("channel not found") } return nil }, retry.Attempts(getFlowGraphServiceAttempts)) if err != nil { logFields = append(logFields, zap.Int64("node ID", paramtable.GetNodeID())) log.Error("channel not found in current DataNode", logFields...) return &datapb.AddImportSegmentResponse{ Status: &commonpb.Status{ // TODO: Add specific error code. ErrorCode: commonpb.ErrorCode_UnexpectedError, Reason: "channel not found in current DataNode", }, }, nil } // Get the current dml channel position ID, that will be used in segments start positions and end positions. var posID []byte err = retry.Do(ctx, func() error { id, innerError := node.getChannelLatestMsgID(context.Background(), req.GetChannelName(), req.GetSegmentId()) posID = id return innerError }, retry.Attempts(30)) if err != nil { return &datapb.AddImportSegmentResponse{ Status: &commonpb.Status{ // TODO: Add specific error code. ErrorCode: commonpb.ErrorCode_UnexpectedError, Reason: "failed to get channel position", }, }, nil } // Add the new segment to the channel. if !ds.channel.hasSegment(req.GetSegmentId(), true) { log.Info("adding a new segment to channel", logFields...) // Add segment as a flushed segment, but set `importing` to true to add extra information of the segment. // By 'extra information' we mean segment info while adding a `SegmentType_Flushed` typed segment. if err := ds.channel.addSegment( context.TODO(), addSegmentReq{ segType: datapb.SegmentType_Flushed, segID: req.GetSegmentId(), collID: req.GetCollectionId(), partitionID: req.GetPartitionId(), numOfRows: req.GetRowNum(), statsBinLogs: req.GetStatsLog(), startPos: &msgpb.MsgPosition{ ChannelName: req.GetChannelName(), MsgID: posID, Timestamp: req.GetBase().GetTimestamp(), }, endPos: &msgpb.MsgPosition{ ChannelName: req.GetChannelName(), MsgID: posID, Timestamp: req.GetBase().GetTimestamp(), }, recoverTs: req.GetBase().GetTimestamp(), importing: true, }); err != nil { logFields = append(logFields, zap.Error(err)) log.Error("failed to add segment to flow graph", logFields...) return &datapb.AddImportSegmentResponse{ Status: &commonpb.Status{ // TODO: Add specific error code. ErrorCode: commonpb.ErrorCode_UnexpectedError, Reason: err.Error(), }, }, nil } } ds.flushingSegCache.Remove(req.GetSegmentId()) return &datapb.AddImportSegmentResponse{ Status: merr.Success(), ChannelPos: posID, }, nil } func (node *DataNode) getChannelLatestMsgID(ctx context.Context, channelName string, segmentID int64) ([]byte, error) { pChannelName := funcutil.ToPhysicalChannel(channelName) dmlStream, err := node.factory.NewMsgStream(ctx) if err != nil { return nil, err } defer dmlStream.Close() subName := fmt.Sprintf("datanode-%d-%s-%d", paramtable.GetNodeID(), channelName, segmentID) log.Debug("dataSyncService register consumer for getChannelLatestMsgID", zap.String("pChannelName", pChannelName), zap.String("subscription", subName), ) dmlStream.AsConsumer(ctx, []string{pChannelName}, subName, mqwrapper.SubscriptionPositionUnknown) id, err := dmlStream.GetLatestMsgID(pChannelName) if err != nil { log.Error("fail to GetLatestMsgID", zap.String("pChannelName", pChannelName), zap.Error(err)) return nil, err } return id.Serialize(), nil } func assignSegmentFunc(node *DataNode, req *datapb.ImportTaskRequest) importutil.AssignSegmentFunc { return func(shardID int, partID int64) (int64, string, error) { chNames := req.GetImportTask().GetChannelNames() importTaskID := req.GetImportTask().GetTaskId() logFields := []zap.Field{ zap.Int64("task ID", importTaskID), zap.Int("shard ID", shardID), zap.Int64("partitionID", partID), zap.Int("# of channels", len(chNames)), zap.Strings("channel names", chNames), } if shardID >= len(chNames) { log.Error("import task returns invalid shard ID", logFields...) return 0, "", fmt.Errorf("syncSegmentID Failed: invalid shard ID %d", shardID) } tr := timerecord.NewTimeRecorder("assign segment function") defer tr.Elapse("finished") colID := req.GetImportTask().GetCollectionId() segmentIDReq := composeAssignSegmentIDRequest(1, shardID, chNames, colID, partID) targetChName := segmentIDReq.GetSegmentIDRequests()[0].GetChannelName() logFields = append(logFields, zap.Int64("collection ID", colID)) logFields = append(logFields, zap.String("target channel name", targetChName)) log.Info("assign segment for the import task", logFields...) ids, err := node.broker.AssignSegmentID(context.Background(), segmentIDReq.GetSegmentIDRequests()...) if err != nil { return 0, "", errors.Wrap(err, "failed to AssignSegmentID") } if len(ids) == 0 { return 0, "", merr.WrapErrSegmentNotFound(0, "failed to assign segment id") } segmentID := ids[0] logFields = append(logFields, zap.Int64("segmentID", segmentID)) log.Info("new segment assigned", logFields...) // call report to notify the rootcoord update the segment id list for this task // ignore the returned error, since even report failed the segments still can be cleaned // retry 10 times, if the rootcoord is down, the report function will cost 20+ seconds importResult := &rootcoordpb.ImportResult{ Status: merr.Success(), TaskId: req.GetImportTask().TaskId, DatanodeId: paramtable.GetNodeID(), State: commonpb.ImportState_ImportStarted, Segments: []int64{segmentID}, AutoIds: make([]int64, 0), RowCount: 0, } reportFunc := reportImportFunc(node) reportFunc(importResult) return segmentID, targetChName, nil } } func createBinLogsFunc(node *DataNode, req *datapb.ImportTaskRequest, schema *schemapb.CollectionSchema, ts Timestamp) importutil.CreateBinlogsFunc { return func(fields importutil.BlockData, segmentID int64, partID int64) ([]*datapb.FieldBinlog, []*datapb.FieldBinlog, error) { var rowNum int for _, field := range fields { rowNum = field.RowNum() break } chNames := req.GetImportTask().GetChannelNames() importTaskID := req.GetImportTask().GetTaskId() logFields := []zap.Field{ zap.Int64("task ID", importTaskID), zap.Int64("partitionID", partID), zap.Int64("segmentID", segmentID), zap.Int("# of channels", len(chNames)), zap.Strings("channel names", chNames), } if rowNum <= 0 { log.Info("fields data is empty, no need to generate binlog", logFields...) return nil, nil, nil } logFields = append(logFields, zap.Int("row count", rowNum)) colID := req.GetImportTask().GetCollectionId() fieldInsert, fieldStats, err := createBinLogs(rowNum, schema, ts, fields, node, segmentID, colID, partID) if err != nil { logFields = append(logFields, zap.Any("err", err)) log.Error("failed to create binlogs", logFields...) return nil, nil, err } logFields = append(logFields, zap.Int("insert log count", len(fieldInsert)), zap.Int("stats log count", len(fieldStats))) log.Info("new binlog created", logFields...) return fieldInsert, fieldStats, err } } func saveSegmentFunc(node *DataNode, req *datapb.ImportTaskRequest, res *rootcoordpb.ImportResult, ts Timestamp) importutil.SaveSegmentFunc { importTaskID := req.GetImportTask().GetTaskId() return func(fieldsInsert []*datapb.FieldBinlog, fieldsStats []*datapb.FieldBinlog, segmentID int64, targetChName string, rowCount int64, partID int64, ) error { logFields := []zap.Field{ zap.Int64("task ID", importTaskID), zap.Int64("partitionID", partID), zap.Int64("segmentID", segmentID), zap.String("target channel name", targetChName), zap.Int64("row count", rowCount), zap.Uint64("ts", ts), } log.Info("adding segment to the correct DataNode flow graph and saving binlog paths", logFields...) err := retry.Do(context.Background(), func() error { // Ask DataCoord to save binlog path and add segment to the corresponding DataNode flow graph. err := node.broker.SaveImportSegment(context.Background(), &datapb.SaveImportSegmentRequest{ Base: commonpbutil.NewMsgBase( commonpbutil.WithTimeStamp(ts), // Pass current timestamp downstream. commonpbutil.WithSourceID(paramtable.GetNodeID()), ), SegmentId: segmentID, ChannelName: targetChName, CollectionId: req.GetImportTask().GetCollectionId(), PartitionId: partID, RowNum: rowCount, SaveBinlogPathReq: &datapb.SaveBinlogPathsRequest{ Base: commonpbutil.NewMsgBase( commonpbutil.WithMsgType(0), commonpbutil.WithMsgID(0), commonpbutil.WithTimeStamp(ts), commonpbutil.WithSourceID(paramtable.GetNodeID()), ), SegmentID: segmentID, CollectionID: req.GetImportTask().GetCollectionId(), Field2BinlogPaths: fieldsInsert, Field2StatslogPaths: fieldsStats, // Set start positions of a SaveBinlogPathRequest explicitly. StartPositions: []*datapb.SegmentStartPosition{ { StartPosition: &msgpb.MsgPosition{ ChannelName: targetChName, Timestamp: ts, }, SegmentID: segmentID, }, }, Importing: true, }, }) // Only retrying when DataCoord is unhealthy or err != nil, otherwise return immediately. if err != nil { if errors.Is(err, merr.ErrServiceNotReady) { return retry.Unrecoverable(err) } return err } return nil }) if err != nil { log.Warn("failed to save import segment", zap.Error(err)) return err } log.Info("segment imported and persisted", logFields...) res.Segments = append(res.Segments, segmentID) res.RowCount += rowCount return nil } } func composeAssignSegmentIDRequest(rowNum int, shardID int, chNames []string, collID int64, partID int64, ) *datapb.AssignSegmentIDRequest { // use the first field's row count as segment row count // all the fields row count are same, checked by ImportWrapper // ask DataCoord to alloc a new segment segReqs := []*datapb.SegmentIDRequest{ { ChannelName: chNames[shardID], Count: uint32(rowNum), CollectionID: collID, PartitionID: partID, IsImport: true, }, } segmentIDReq := &datapb.AssignSegmentIDRequest{ NodeID: 0, PeerRole: typeutil.ProxyRole, SegmentIDRequests: segReqs, } return segmentIDReq } func createBinLogs(rowNum int, schema *schemapb.CollectionSchema, ts Timestamp, fields map[storage.FieldID]storage.FieldData, node *DataNode, segmentID, colID, partID UniqueID, ) ([]*datapb.FieldBinlog, []*datapb.FieldBinlog, error) { ctx, cancel := context.WithCancel(context.Background()) defer cancel() tsFieldData := make([]int64, rowNum) for i := range tsFieldData { tsFieldData[i] = int64(ts) } fields[common.TimeStampField] = &storage.Int64FieldData{ Data: tsFieldData, } if err := node.broker.UpdateSegmentStatistics(context.TODO(), &datapb.UpdateSegmentStatisticsRequest{ Stats: []*commonpb.SegmentStats{ { SegmentID: segmentID, NumRows: int64(rowNum), }, }, }); err != nil { return nil, nil, err } data := BufferData{buffer: &InsertData{ Data: fields, }} data.updateSize(int64(rowNum)) meta := &etcdpb.CollectionMeta{ ID: colID, Schema: schema, } iCodec := storage.NewInsertCodecWithSchema(meta) binLogs, err := iCodec.Serialize(partID, segmentID, data.buffer) if err != nil { return nil, nil, err } start, _, err := node.allocator.Alloc(uint32(len(binLogs))) if err != nil { return nil, nil, err } field2Insert := make(map[UniqueID]*datapb.Binlog, len(binLogs)) kvs := make(map[string][]byte, len(binLogs)) field2Logidx := make(map[UniqueID]UniqueID, len(binLogs)) for idx, blob := range binLogs { fieldID, err := strconv.ParseInt(blob.GetKey(), 10, 64) if err != nil { log.Error("Flush failed ... cannot parse string to fieldID ..", zap.Error(err)) return nil, nil, err } logidx := start + int64(idx) k := metautil.JoinIDPath(colID, partID, segmentID, fieldID, logidx) key := path.Join(node.chunkManager.RootPath(), common.SegmentInsertLogPath, k) kvs[key] = blob.Value[:] field2Insert[fieldID] = &datapb.Binlog{ EntriesNum: data.size, TimestampFrom: ts, TimestampTo: ts, LogPath: key, LogSize: int64(len(blob.Value)), } field2Logidx[fieldID] = logidx } field2Stats := make(map[UniqueID]*datapb.Binlog) // write stats binlog statsBinLog, err := iCodec.SerializePkStatsByData(data.buffer) if err != nil { return nil, nil, err } fieldID, err := strconv.ParseInt(statsBinLog.GetKey(), 10, 64) if err != nil { log.Error("Flush failed ... cannot parse string to fieldID ..", zap.Error(err)) return nil, nil, err } logidx := field2Logidx[fieldID] // no error raise if alloc=false k := metautil.JoinIDPath(colID, partID, segmentID, fieldID, logidx) key := path.Join(node.chunkManager.RootPath(), common.SegmentStatslogPath, k) kvs[key] = statsBinLog.Value field2Stats[fieldID] = &datapb.Binlog{ EntriesNum: data.size, TimestampFrom: ts, TimestampTo: ts, LogPath: key, LogSize: int64(len(statsBinLog.Value)), } err = node.chunkManager.MultiWrite(ctx, kvs) if err != nil { return nil, nil, err } var ( fieldInsert []*datapb.FieldBinlog fieldStats []*datapb.FieldBinlog ) for k, v := range field2Insert { fieldInsert = append(fieldInsert, &datapb.FieldBinlog{FieldID: k, Binlogs: []*datapb.Binlog{v}}) } for k, v := range field2Stats { fieldStats = append(fieldStats, &datapb.FieldBinlog{FieldID: k, Binlogs: []*datapb.Binlog{v}}) } return fieldInsert, fieldStats, nil } func reportImportFunc(node *DataNode) importutil.ReportFunc { return func(importResult *rootcoordpb.ImportResult) error { err := retry.Do(context.Background(), func() error { err := node.broker.ReportImport(context.Background(), importResult) if err != nil { log.Error("failed to report import state to RootCoord", zap.Error(err)) } return err }, retry.Attempts(node.reportImportRetryTimes)) return err } } func logDupFlush(cID, segID int64) { log.Info("segment is already being flushed, ignoring flush request", zap.Int64("collectionID", cID), zap.Int64("segmentID", segID)) }