milvus/internal/datanode/services.go

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// 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"
"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/internal/datanode/compaction"
"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/internalpb"
"github.com/milvus-io/milvus/internal/storage"
"github.com/milvus-io/milvus/internal/util/importutilv2"
"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/conc"
"github.com/milvus-io/milvus/pkg/util/merr"
"github.com/milvus-io/milvus/pkg/util/metricsinfo"
"github.com/milvus-io/milvus/pkg/util/tsoutil"
)
// 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
}
func (node *DataNode) FlushSegments(ctx context.Context, req *datapb.FlushSegmentsRequest) (*commonpb.Status, error) {
serverID := node.GetNodeID()
log := log.Ctx(ctx).With(
zap.Int64("nodeID", serverID),
zap.Int64("collectionID", req.GetCollectionID()),
zap.String("channelName", req.GetChannelName()),
zap.Int64s("segmentIDs", req.GetSegmentIDs()),
)
log.Info("receive FlushSegments request")
if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
log.Warn("failed to FlushSegments", zap.Error(err))
return merr.Status(err), nil
}
if req.GetBase().GetTargetID() != serverID {
log.Warn("faled to FlushSegments, target node not match", zap.Int64("targetID", req.GetBase().GetTargetID()))
return merr.Status(merr.WrapErrNodeNotMatch(req.GetBase().GetTargetID(), serverID)), nil
}
err := node.writeBufferManager.SealSegments(ctx, req.GetChannelName(), req.GetSegmentIDs())
if err != nil {
log.Warn("failed to FlushSegments", zap.Error(err))
return merr.Status(err), nil
}
log.Info("success to FlushSegments")
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
}
// CompactionV2 handles compaction request from DataCoord
// returns status as long as compaction task enqueued or invalid
func (node *DataNode) CompactionV2(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
}
if len(req.GetSegmentBinlogs()) == 0 {
log.Info("no segments to compact")
return merr.Success(), nil
}
/*
spanCtx := trace.SpanContextFromContext(ctx)
taskCtx := trace.ContextWithSpanContext(node.ctx, spanCtx)*/
taskCtx := tracer.Propagate(ctx, node.ctx)
var task compaction.Compactor
binlogIO := io.NewBinlogIO(node.chunkManager)
switch req.GetType() {
case datapb.CompactionType_Level0DeleteCompaction:
task = compaction.NewLevelZeroCompactionTask(
taskCtx,
binlogIO,
node.allocator,
node.chunkManager,
req,
)
case datapb.CompactionType_MixCompaction:
task = compaction.NewMixCompactionTask(
taskCtx,
binlogIO,
node.allocator,
req,
)
case datapb.CompactionType_ClusteringCompaction:
task = compaction.NewClusteringCompactionTask(
taskCtx,
binlogIO,
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.GetResults(req.GetPlanID())
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("collectionID", req.GetCollectionId()),
zap.Int64("partitionID", req.GetPartitionId()),
zap.String("channel", 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.GetSegmentInfos()) <= 0 {
log.Info("sync segments is empty, skip it")
return merr.Success(), nil
}
ds, ok := node.flowgraphManager.GetFlowgraphService(req.GetChannelName())
if !ok {
node.compactionExecutor.DiscardPlan(req.GetChannelName())
err := merr.WrapErrChannelNotFound(req.GetChannelName())
log.Warn("failed to get flow graph service", zap.Error(err))
return merr.Status(err), nil
}
allSegments := make(map[int64]struct{})
for segID := range req.GetSegmentInfos() {
allSegments[segID] = struct{}{}
}
missingSegments := ds.GetMetaCache().DetectMissingSegments(allSegments)
newSegments := make([]*datapb.SyncSegmentInfo, 0, len(missingSegments))
futures := make([]*conc.Future[any], 0, len(missingSegments))
for _, segID := range missingSegments {
segID := segID
newSeg := req.GetSegmentInfos()[segID]
newSegments = append(newSegments, newSeg)
future := io.GetOrCreateStatsPool().Submit(func() (any, error) {
var val *metacache.BloomFilterSet
var err error
err = binlog.DecompressBinLog(storage.StatsBinlog, req.GetCollectionId(), req.GetPartitionId(), newSeg.GetSegmentId(), []*datapb.FieldBinlog{newSeg.GetPkStatsLog()})
if err != nil {
log.Warn("failed to DecompressBinLog", zap.Error(err))
return val, err
}
pks, err := compaction.LoadStats(ctx, node.chunkManager, ds.GetMetaCache().Schema(), newSeg.GetSegmentId(), []*datapb.FieldBinlog{newSeg.GetPkStatsLog()})
if err != nil {
log.Warn("failed to load segment stats log", zap.Error(err))
return val, err
}
val = metacache.NewBloomFilterSet(pks...)
return val, nil
})
futures = append(futures, future)
}
err := conc.AwaitAll(futures...)
if err != nil {
return merr.Status(err), nil
}
newSegmentsBF := lo.Map(futures, func(future *conc.Future[any], _ int) *metacache.BloomFilterSet {
return future.Value().(*metacache.BloomFilterSet)
})
ds.GetMetaCache().UpdateSegmentView(req.GetPartitionId(), newSegments, newSegmentsBF, allSegments)
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 node.channelManager == nil {
log.Warn("DataNode NotifyChannelOperation failed due to nil channelManager")
return merr.Status(merr.WrapErrServiceInternal("channelManager is nil! Ignore if you are upgrading datanode/coord to rpc based watch")), nil
}
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 node.channelManager == nil {
log.Warn("DataNode CheckChannelOperationProgress failed due to nil channelManager")
return &datapb.ChannelOperationProgressResponse{
Status: merr.Status(merr.WrapErrServiceInternal("channelManager is nil! Ignore if you are upgrading datanode/coord to rpc based watch")),
}, nil
}
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
}
func (node *DataNode) FlushChannels(ctx context.Context, req *datapb.FlushChannelsRequest) (*commonpb.Status, error) {
metrics.DataNodeFlushReqCounter.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.TotalLabel).Inc()
log := log.Ctx(ctx).With(zap.Int64("nodeId", node.GetNodeID()),
zap.Uint64("flushTs", req.GetFlushTs()),
zap.Time("flushTs in Time", 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("WriteBufferManager failed to flush channel", zap.String("channel", channel), zap.Error(err))
return merr.Status(err), nil
}
}
metrics.DataNodeFlushReqCounter.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SuccessLabel).Inc()
log.Info("success to FlushChannels")
return merr.Success(), nil
}
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
}
var task importv2.Task
if importutilv2.IsL0Import(req.GetOptions()) {
task = importv2.NewL0PreImportTask(req, node.importTaskMgr, node.chunkManager)
} else {
task = importv2.NewPreImportTask(req, node.importTaskMgr, node.chunkManager)
}
node.importTaskMgr.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
}
var task importv2.Task
if importutilv2.IsL0Import(req.GetOptions()) {
task = importv2.NewL0ImportTask(req, node.importTaskMgr, node.syncMgr, node.chunkManager)
} else {
task = importv2.NewImportTask(req, node.importTaskMgr, node.syncMgr, node.chunkManager)
}
node.importTaskMgr.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.importTaskMgr.Get(req.GetTaskID())
if task == nil {
status = merr.Status(importv2.WrapTaskNotFoundError(req.GetTaskID()))
}
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.(interface {
GetFileStats() []*datapb.ImportFileStats
}).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.importScheduler.Slots(),
}, nil
}
// query import
task := node.importTaskMgr.Get(req.GetTaskID())
if task == nil {
status = merr.Status(importv2.WrapTaskNotFoundError(req.GetTaskID()))
}
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.(interface {
GetSegmentsInfo() []*datapb.ImportSegmentInfo
}).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.importTaskMgr.Remove(req.GetTaskID())
log.Info("datanode drop import done")
return merr.Success(), nil
}
func (node *DataNode) QuerySlot(ctx context.Context, req *datapb.QuerySlotRequest) (*datapb.QuerySlotResponse, error) {
if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
return &datapb.QuerySlotResponse{
Status: merr.Status(err),
}, nil
}
return &datapb.QuerySlotResponse{
Status: merr.Success(),
NumSlots: node.compactionExecutor.Slots(),
}, nil
}
func (node *DataNode) DropCompactionPlan(ctx context.Context, req *datapb.DropCompactionPlanRequest) (*commonpb.Status, error) {
if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
return merr.Status(err), nil
}
node.compactionExecutor.RemoveTask(req.GetPlanID())
log.Ctx(ctx).Info("DropCompactionPlans success", zap.Int64("planID", req.GetPlanID()))
return merr.Success(), nil
}