// 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" "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/datanode/importv2" "github.com/milvus-io/milvus/internal/datanode/io" "github.com/milvus-io/milvus/internal/datanode/metacache" "github.com/milvus-io/milvus/internal/metastore/kv/binlog" "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/tracer" "github.com/milvus-io/milvus/pkg/util/commonpbutil" "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) { nodeID := common.NotRegisteredID state := node.stateCode.Load().(commonpb.StateCode) log.Debug("DataNode current state", zap.String("State", state.String())) 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(node.GetNodeID()), metrics.TotalLabel).Inc() log := log.Ctx(ctx) if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.FlushSegments failed", zap.Int64("nodeId", node.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 } segmentIDs := req.GetSegmentIDs() log = log.With( zap.Int64("collectionID", req.GetCollectionID()), zap.String("channelName", req.GetChannelName()), zap.Int64s("segmentIDs", segmentIDs), ) log.Info("receiving FlushSegments request") err := node.writeBufferManager.SealSegments(ctx, req.GetChannelName(), segmentIDs) if err != nil { log.Warn("failed to flush segments", zap.Error(err)) return merr.Status(err), nil } // Log success flushed segments. log.Info("sending segments to WriteBuffer Manager") metrics.DataNodeFlushReqCounter.WithLabelValues( fmt.Sprint(node.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", node.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", node.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", node.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", node.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", node.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) { log := log.Ctx(ctx).With(zap.Int64("planID", req.GetPlanID())) if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.Compaction failed", zap.Int64("nodeId", node.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.isValidChannel(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 } meta := ds.metacache for _, segment := range req.GetSegmentBinlogs() { if segment.GetLevel() == datapb.SegmentLevel_L0 { continue } _, ok := meta.GetSegmentByID(segment.GetSegmentID(), metacache.WithSegmentState(commonpb.SegmentState_Flushed)) if !ok { log.Warn("compaction plan contains segment which is not flushed", zap.Int64("segmentID", segment.GetSegmentID()), ) return merr.Status(merr.WrapErrSegmentNotFound(segment.GetSegmentID(), "segment with flushed state not found")), nil } } /* spanCtx := trace.SpanContextFromContext(ctx) taskCtx := trace.ContextWithSpanContext(node.ctx, spanCtx)*/ taskCtx := tracer.Propagate(ctx, node.ctx) var task compactor switch req.GetType() { case datapb.CompactionType_Level0DeleteCompaction: binlogIO := io.NewBinlogIO(node.chunkManager, getOrCreateIOPool()) task = newLevelZeroCompactionTask( taskCtx, binlogIO, node.allocator, ds.metacache, node.syncMgr, req, ) case datapb.CompactionType_MixCompaction: binlogIO := io.NewBinlogIO(node.chunkManager, getOrCreateIOPool()) task = newCompactionTask( taskCtx, binlogIO, ds.metacache, node.syncMgr, node.allocator, req, ) default: log.Warn("Unknown compaction type", zap.String("type", req.GetType().String())) return merr.Status(merr.WrapErrParameterInvalidMsg("Unknown compaction type: %v", req.GetType().String())), nil } 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", node.GetNodeID()), zap.Error(err)) return &datapb.CompactionStateResponse{ Status: merr.Status(err), }, nil } results := node.compactionExecutor.getAllCompactionResults() 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 := log.Ctx(ctx).With( zap.Int64("planID", req.GetPlanID()), zap.Int64("nodeID", node.GetNodeID()), zap.Int64("target segmentID", req.GetCompactedTo()), zap.Int64s("compacted from", req.GetCompactedFrom()), zap.Int64("numOfRows", req.GetNumOfRows()), zap.String("channelName", req.GetChannelName()), ) log.Info("DataNode receives SyncSegments") if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.SyncSegments failed", zap.Error(err)) return merr.Status(err), nil } if len(req.GetCompactedFrom()) <= 0 { log.Info("SyncSegments with empty compactedFrom, clearing the plan") node.compactionExecutor.injectDone(req.GetPlanID()) return merr.Success(), nil } ds, ok := node.flowgraphManager.GetFlowgraphService(req.GetChannelName()) if !ok { node.compactionExecutor.clearTasksByChannel(req.GetChannelName()) err := merr.WrapErrChannelNotFound(req.GetChannelName()) log.Warn("failed to sync segments", zap.Error(err)) return merr.Status(err), nil } err := binlog.DecompressBinLog(storage.StatsBinlog, req.GetCollectionId(), req.GetPartitionId(), req.GetCompactedTo(), req.GetStatsLogs()) if err != nil { log.Warn("failed to DecompressBinLog", zap.Error(err)) return merr.Status(err), nil } pks, err := loadStats(ctx, node.chunkManager, ds.metacache.Schema(), req.GetCompactedTo(), req.GetStatsLogs()) if err != nil { log.Warn("failed to load segment statslog", zap.Error(err)) return merr.Status(err), nil } bfs := metacache.NewBloomFilterSet(pks...) ds.metacache.CompactSegments(req.GetCompactedTo(), req.GetPartitionId(), req.GetNumOfRows(), bfs, req.GetCompactedFrom()...) node.compactionExecutor.injectDone(req.GetPlanID()) return merr.Success(), nil } func (node *DataNode) NotifyChannelOperation(ctx context.Context, req *datapb.ChannelOperationsRequest) (*commonpb.Status, error) { log.Ctx(ctx).Info("DataNode receives NotifyChannelOperation", zap.Int("operation count", len(req.GetInfos()))) if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.NotifyChannelOperation failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err)) return merr.Status(err), nil } for _, info := range req.GetInfos() { err := node.channelManager.Submit(info) if err != nil { log.Warn("Submit error", zap.Error(err)) return merr.Status(err), nil } } return merr.Status(nil), nil } func (node *DataNode) CheckChannelOperationProgress(ctx context.Context, req *datapb.ChannelWatchInfo) (*datapb.ChannelOperationProgressResponse, error) { log := log.Ctx(ctx).With( zap.String("channel", req.GetVchan().GetChannelName()), zap.String("operation", req.GetState().String()), ) log.Info("DataNode receives CheckChannelOperationProgress") if err := merr.CheckHealthy(node.GetStateCode()); err != nil { log.Warn("DataNode.CheckChannelOperationProgress failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err)) return &datapb.ChannelOperationProgressResponse{ Status: merr.Status(err), }, nil } return node.channelManager.GetProgress(req), 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", node.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: node.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, Params.DataNodeCfg.BinLogMaxSize.GetAsInt64(), 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", node.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() { err := node.writeBufferManager.FlushChannel(ctx, channel, req.GetFlushTs()) if err != nil { log.Warn("failed to flush channel", zap.String("channel", channel), zap.Error(err)) return merr.Status(err), nil } } 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", node.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 } // Add the new segment to the channel. if len(ds.metacache.GetSegmentIDsBy(metacache.WithSegmentIDs(req.GetSegmentId()), metacache.WithSegmentState(commonpb.SegmentState_Flushed))) == 0 { log.Info("adding a new segment to channel", logFields...) // no error will be throw err := binlog.DecompressBinLog(storage.StatsBinlog, req.GetCollectionId(), req.GetPartitionId(), req.GetSegmentId(), req.GetStatsLog()) if err != nil { log.Warn("failed to DecompressBinLog", zap.Error(err)) return &datapb.AddImportSegmentResponse{ Status: merr.Status(err), }, nil } pks, err := loadStats(ctx, node.chunkManager, ds.metacache.Schema(), req.GetSegmentId(), req.GetStatsLog()) if err != nil { log.Warn("failed to get segment pk stats", zap.Error(err)) return &datapb.AddImportSegmentResponse{ Status: merr.Status(err), }, nil } // 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. // ds.metacache. ds.metacache.AddSegment(&datapb.SegmentInfo{ ID: req.GetSegmentId(), State: commonpb.SegmentState_Flushed, CollectionID: req.GetCollectionId(), PartitionID: req.GetPartitionId(), InsertChannel: req.GetChannelName(), NumOfRows: req.GetRowNum(), Statslogs: req.GetStatsLog(), StartPosition: &msgpb.MsgPosition{ ChannelName: req.GetChannelName(), Timestamp: req.GetBase().GetTimestamp(), }, DmlPosition: &msgpb.MsgPosition{ ChannelName: req.GetChannelName(), Timestamp: req.GetBase().GetTimestamp(), }, }, func(info *datapb.SegmentInfo) *metacache.BloomFilterSet { bfs := metacache.NewBloomFilterSet(pks...) return bfs }) } return &datapb.AddImportSegmentResponse{ Status: merr.Success(), }, 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: node.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(node.GetNodeID()), ), SegmentId: segmentID, ChannelName: targetChName, CollectionId: req.GetImportTask().GetCollectionId(), PartitionId: partID, RowNum: rowCount, SaveBinlogPathReq: &datapb.SaveBinlogPathsRequest{ Base: commonpbutil.NewMsgBase( commonpbutil.WithTimeStamp(ts), commonpbutil.WithSourceID(node.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, }, }, CheckPoints: []*datapb.CheckPoint{ { SegmentID: segmentID, Position: &msgpb.MsgPosition{ ChannelName: targetChName, Timestamp: ts, }, NumOfRows: rowCount, }, }, 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 }, retry.Attempts(60)) // about 3min 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 } insertData := &InsertData{ Data: fields, } // data.updateSize(int64(rowNum)) meta := &etcdpb.CollectionMeta{ ID: colID, Schema: schema, } iCodec := storage.NewInsertCodecWithSchema(meta) binLogs, err := iCodec.Serialize(partID, segmentID, insertData) 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: int64(rowNum), 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(insertData) 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: int64(rowNum), 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)) } func (node *DataNode) PreImport(ctx context.Context, req *datapb.PreImportRequest) (*commonpb.Status, error) { log := log.Ctx(ctx).With(zap.Int64("taskID", req.GetTaskID()), zap.Int64("jobID", req.GetJobID()), zap.Int64("collectionID", req.GetCollectionID()), zap.Int64s("partitionIDs", req.GetPartitionIDs()), zap.Strings("vchannels", req.GetVchannels()), zap.Any("files", req.GetImportFiles())) log.Info("datanode receive preimport request") if err := merr.CheckHealthy(node.GetStateCode()); err != nil { return merr.Status(err), nil } task := importv2.NewPreImportTask(req) node.importManager.Add(task) log.Info("datanode added preimport task") return merr.Success(), nil } func (node *DataNode) ImportV2(ctx context.Context, req *datapb.ImportRequest) (*commonpb.Status, error) { log := log.Ctx(ctx).With(zap.Int64("taskID", req.GetTaskID()), zap.Int64("jobID", req.GetJobID()), zap.Int64("collectionID", req.GetCollectionID()), zap.Any("segments", req.GetRequestSegments()), zap.Any("files", req.GetFiles())) log.Info("datanode receive import request") if err := merr.CheckHealthy(node.GetStateCode()); err != nil { return merr.Status(err), nil } task := importv2.NewImportTask(req) node.importManager.Add(task) log.Info("datanode added import task") return merr.Success(), nil } func (node *DataNode) QueryPreImport(ctx context.Context, req *datapb.QueryPreImportRequest) (*datapb.QueryPreImportResponse, error) { log := log.Ctx(ctx).With(zap.Int64("taskID", req.GetTaskID()), zap.Int64("jobID", req.GetJobID())) if err := merr.CheckHealthy(node.GetStateCode()); err != nil { return &datapb.QueryPreImportResponse{Status: merr.Status(err)}, nil } status := merr.Success() task := node.importManager.Get(req.GetTaskID()) if task == nil || task.GetType() != importv2.PreImportTaskType { status = merr.Status(importv2.WrapNoTaskError(req.GetTaskID(), importv2.PreImportTaskType)) } log.RatedInfo(10, "datanode query preimport", zap.String("state", task.GetState().String()), zap.String("reason", task.GetReason())) return &datapb.QueryPreImportResponse{ Status: status, TaskID: task.GetTaskID(), State: task.GetState(), Reason: task.GetReason(), FileStats: task.(*importv2.PreImportTask).GetFileStats(), }, nil } func (node *DataNode) QueryImport(ctx context.Context, req *datapb.QueryImportRequest) (*datapb.QueryImportResponse, error) { log := log.Ctx(ctx).With(zap.Int64("taskID", req.GetTaskID()), zap.Int64("jobID", req.GetJobID())) if err := merr.CheckHealthy(node.GetStateCode()); err != nil { return &datapb.QueryImportResponse{Status: merr.Status(err)}, nil } status := merr.Success() // query slot if req.GetQuerySlot() { return &datapb.QueryImportResponse{ Status: status, Slots: node.importManager.Slots(), }, nil } // query import task := node.importManager.Get(req.GetTaskID()) if task == nil || task.GetType() != importv2.ImportTaskType { status = merr.Status(importv2.WrapNoTaskError(req.GetTaskID(), importv2.ImportTaskType)) } log.RatedInfo(10, "datanode query import", zap.String("state", task.GetState().String()), zap.String("reason", task.GetReason())) return &datapb.QueryImportResponse{ Status: status, TaskID: task.GetTaskID(), State: task.GetState(), Reason: task.GetReason(), ImportSegmentsInfo: task.(*importv2.ImportTask).GetSegmentsInfo(), }, nil } func (node *DataNode) DropImport(ctx context.Context, req *datapb.DropImportRequest) (*commonpb.Status, error) { log := log.Ctx(ctx).With(zap.Int64("taskID", req.GetTaskID()), zap.Int64("jobID", req.GetJobID())) if err := merr.CheckHealthy(node.GetStateCode()); err != nil { return merr.Status(err), nil } node.importManager.Remove(req.GetTaskID()) log.Info("datanode drop import done") return merr.Success(), nil }