From 9cbd194c6bbd3607607cff94b65888c61c20df6c Mon Sep 17 00:00:00 2001 From: "yihao.dai" Date: Mon, 7 Jul 2025 21:32:47 +0800 Subject: [PATCH] fix: Prevent import from generating small binlogs (#43132) - Introduce dynamic buffer sizing to avoid generating small binlogs during import - Refactor import slot calculation based on CPU and memory constraints - Implement dynamic pool sizing for sync manager and import tasks according to CPU core count issue: https://github.com/milvus-io/milvus/issues/43131 --------- Signed-off-by: bigsheeper --- configs/milvus.yaml | 11 +- internal/datacoord/compaction_trigger_v2.go | 2 +- internal/datacoord/import_checker.go | 6 +- internal/datacoord/import_task_import.go | 10 +- internal/datacoord/import_task_preimport.go | 3 +- internal/datacoord/import_util.go | 79 +- internal/datacoord/import_util_test.go | 26 +- internal/datanode/.mockery.yaml | 1 + .../datanode/importv2/memory_allocator.go | 98 + .../importv2/memory_allocator_test.go | 157 ++ internal/datanode/importv2/mock_task.go | 45 + .../datanode/importv2/mock_task_manager.go | 255 +++ internal/datanode/importv2/pool.go | 9 +- internal/datanode/importv2/pool_test.go | 14 +- internal/datanode/importv2/scheduler.go | 75 +- internal/datanode/importv2/scheduler_test.go | 90 +- internal/datanode/importv2/task.go | 1 + internal/datanode/importv2/task_import.go | 18 +- internal/datanode/importv2/task_l0_import.go | 10 +- .../datanode/importv2/task_l0_preimport.go | 12 +- internal/datanode/importv2/task_preimport.go | 12 +- internal/datanode/importv2/util.go | 18 + internal/datanode/services.go | 2 + internal/flushcommon/syncmgr/sync_manager.go | 13 +- .../flushcommon/syncmgr/sync_manager_test.go | 5 +- pkg/proto/data_coord.proto | 2 + pkg/proto/datapb/data_coord.pb.go | 1723 +++++++++-------- pkg/util/paramtable/component_param.go | 97 +- pkg/util/paramtable/component_param_test.go | 15 +- tests/integration/import/auto_id_test.go | 2 +- 30 files changed, 1823 insertions(+), 988 deletions(-) create mode 100644 internal/datanode/importv2/memory_allocator.go create mode 100644 internal/datanode/importv2/memory_allocator_test.go create mode 100644 internal/datanode/importv2/mock_task_manager.go diff --git a/configs/milvus.yaml b/configs/milvus.yaml index be3b934c8f..4391be17d8 100644 --- a/configs/milvus.yaml +++ b/configs/milvus.yaml @@ -687,13 +687,15 @@ dataCoord: import: filesPerPreImportTask: 2 # The maximum number of files allowed per pre-import task. taskRetention: 10800 # The retention period in seconds for tasks in the Completed or Failed state. - maxSizeInMBPerImportTask: 6144 # To prevent generating of small segments, we will re-group imported files. This parameter represents the sum of file sizes in each group (each ImportTask). + maxSizeInMBPerImportTask: 16384 # To prevent generating of small segments, we will re-group imported files. This parameter represents the sum of file sizes in each group (each ImportTask). scheduleInterval: 2 # The interval for scheduling import, measured in seconds. checkIntervalHigh: 2 # The interval for checking import, measured in seconds, is set to a high frequency for the import checker. checkIntervalLow: 120 # The interval for checking import, measured in seconds, is set to a low frequency for the import checker. maxImportFileNumPerReq: 1024 # The maximum number of files allowed per single import request. maxImportJobNum: 1024 # Maximum number of import jobs that are executing or pending. waitForIndex: true # Indicates whether the import operation waits for the completion of index building. + fileNumPerSlot: 1 # The files number per slot for pre-import/import task. + memoryLimitPerSlot: 160 # The memory limit (in MB) of buffer size per slot for pre-import/import task. gracefulStopTimeout: 5 # seconds. force stop node without graceful stop slot: clusteringCompactionUsage: 65536 # slot usage of clustering compaction task, setting it to 65536 means it takes up a whole worker. @@ -719,7 +721,7 @@ dataNode: flowGraph: maxQueueLength: 16 # Maximum length of task queue in flowgraph maxParallelism: 1024 # Maximum number of tasks executed in parallel in the flowgraph - maxParallelSyncMgrTasks: 64 # The max concurrent sync task number of datanode sync mgr globally + maxParallelSyncMgrTasksPerCPUCore: 16 # The max concurrent sync task number of datanode sync mgr per CPU core skipMode: enable: true # Support skip some timetick message to reduce CPU usage skipNum: 4 # Consume one for every n records skipped @@ -751,11 +753,12 @@ dataNode: maxChannelCheckpointsPerPRC: 128 # The maximum number of channel checkpoints per UpdateChannelCheckpoint RPC. channelCheckpointUpdateTickInSeconds: 10 # The frequency, in seconds, at which the channel checkpoint updater executes updates. import: - maxConcurrentTaskNum: 16 # The maximum number of import/pre-import tasks allowed to run concurrently on a datanode. + concurrencyPerCPUCore: 4 # The execution concurrency unit for import/pre-import tasks per CPU core. maxImportFileSizeInGB: 16 # The maximum file size (in GB) for an import file, where an import file refers to either a Row-Based file or a set of Column-Based files. - readBufferSizeInMB: 64 # The insert buffer size (in MB) during import. + readBufferSizeInMB: 16 # The base insert buffer size (in MB) during import. The actual buffer size will be dynamically calculated based on the number of shards. readDeleteBufferSizeInMB: 16 # The delete buffer size (in MB) during import. maxTaskSlotNum: 16 # The maximum number of slots occupied by each import/pre-import task. + memoryLimitPercentage: 20 # The percentage of memory limit for import/pre-import tasks. compaction: levelZeroBatchMemoryRatio: 0.5 # The minimal memory ratio of free memory for level zero compaction executing in batch mode levelZeroMaxBatchSize: -1 # Max batch size refers to the max number of L1/L2 segments in a batch when executing L0 compaction. Default to -1, any value that is less than 1 means no limit. Valid range: >= 1. diff --git a/internal/datacoord/compaction_trigger_v2.go b/internal/datacoord/compaction_trigger_v2.go index 75cdd3bbe8..b92f228d18 100644 --- a/internal/datacoord/compaction_trigger_v2.go +++ b/internal/datacoord/compaction_trigger_v2.go @@ -442,7 +442,7 @@ func (m *CompactionTriggerManager) addL0ImportTaskForImport(ctx context.Context, }, }, }, - }, job, m.allocator, m.meta, m.importMeta) + }, job, m.allocator, m.meta, m.importMeta, paramtable.Get().DataNodeCfg.FlushDeleteBufferBytes.GetAsInt()) if err != nil { log.Warn("new import tasks failed", zap.Error(err)) return err diff --git a/internal/datacoord/import_checker.go b/internal/datacoord/import_checker.go index b4ad650f7c..2c40198c32 100644 --- a/internal/datacoord/import_checker.go +++ b/internal/datacoord/import_checker.go @@ -284,9 +284,9 @@ func (c *importChecker) checkPreImportingJob(job ImportJob) { return } - allDiskIndex := c.meta.indexMeta.AreAllDiskIndex(job.GetCollectionID(), job.GetSchema()) - groups := RegroupImportFiles(job, lacks, allDiskIndex) - newTasks, err := NewImportTasks(groups, job, c.alloc, c.meta, c.importMeta) + segmentMaxSize := GetSegmentMaxSize(job, c.meta) + groups := RegroupImportFiles(job, lacks, segmentMaxSize) + newTasks, err := NewImportTasks(groups, job, c.alloc, c.meta, c.importMeta, segmentMaxSize) if err != nil { log.Warn("new import tasks failed", zap.Error(err)) return diff --git a/internal/datacoord/import_task_import.go b/internal/datacoord/import_task_import.go index 9466f76565..073260eb0b 100644 --- a/internal/datacoord/import_task_import.go +++ b/internal/datacoord/import_task_import.go @@ -34,7 +34,6 @@ import ( "github.com/milvus-io/milvus/pkg/v2/proto/datapb" "github.com/milvus-io/milvus/pkg/v2/proto/internalpb" "github.com/milvus-io/milvus/pkg/v2/taskcommon" - "github.com/milvus-io/milvus/pkg/v2/util/funcutil" "github.com/milvus-io/milvus/pkg/v2/util/metricsinfo" "github.com/milvus-io/milvus/pkg/v2/util/timerecord" "github.com/milvus-io/milvus/pkg/v2/util/typeutil" @@ -126,14 +125,7 @@ func (t *importTask) GetTaskNodeID() int64 { } func (t *importTask) GetTaskSlot() int64 { - // Consider the following two scenarios: - // 1. Importing a large number of small files results in - // a small total data size, making file count unsuitable as a slot number. - // 2. Importing a file with many shards number results in many segments and a small total data size, - // making segment count unsuitable as a slot number. - // Taking these factors into account, we've decided to use the - // minimum value between segment count and file count as the slot number. - return int64(funcutil.Min(len(t.GetFileStats()), len(t.GetSegmentIDs()))) + return int64(CalculateTaskSlot(t, t.importMeta)) } func (t *importTask) CreateTaskOnWorker(nodeID int64, cluster session.Cluster) { diff --git a/internal/datacoord/import_task_preimport.go b/internal/datacoord/import_task_preimport.go index f5e603f914..7e558fc83a 100644 --- a/internal/datacoord/import_task_preimport.go +++ b/internal/datacoord/import_task_preimport.go @@ -30,7 +30,6 @@ import ( "github.com/milvus-io/milvus/pkg/v2/proto/datapb" "github.com/milvus-io/milvus/pkg/v2/proto/internalpb" "github.com/milvus-io/milvus/pkg/v2/taskcommon" - "github.com/milvus-io/milvus/pkg/v2/util/funcutil" "github.com/milvus-io/milvus/pkg/v2/util/metricsinfo" "github.com/milvus-io/milvus/pkg/v2/util/timerecord" "github.com/milvus-io/milvus/pkg/v2/util/typeutil" @@ -92,7 +91,7 @@ func (p *preImportTask) GetTaskState() taskcommon.State { } func (p *preImportTask) GetTaskSlot() int64 { - return int64(funcutil.Min(len(p.GetFileStats()))) + return int64(CalculateTaskSlot(p, p.importMeta)) } func (p *preImportTask) SetTaskTime(timeType taskcommon.TimeType, time time.Time) { diff --git a/internal/datacoord/import_util.go b/internal/datacoord/import_util.go index b98acfc420..46238d522b 100644 --- a/internal/datacoord/import_util.go +++ b/internal/datacoord/import_util.go @@ -95,7 +95,7 @@ func NewPreImportTasks(fileGroups [][]*internalpb.ImportFile, } func NewImportTasks(fileGroups [][]*datapb.ImportFileStats, - job ImportJob, alloc allocator.Allocator, meta *meta, importMeta ImportMeta, + job ImportJob, alloc allocator.Allocator, meta *meta, importMeta ImportMeta, segmentMaxSize int, ) ([]ImportTask, error) { idBegin, _, err := alloc.AllocN(int64(len(fileGroups))) if err != nil { @@ -120,7 +120,7 @@ func NewImportTasks(fileGroups [][]*datapb.ImportFileStats, times: taskcommon.NewTimes(), } task.task.Store(taskProto) - segments, err := AssignSegments(job, task, alloc, meta) + segments, err := AssignSegments(job, task, alloc, meta, int64(segmentMaxSize)) if err != nil { return nil, err } @@ -138,7 +138,25 @@ func NewImportTasks(fileGroups [][]*datapb.ImportFileStats, return tasks, nil } -func AssignSegments(job ImportJob, task ImportTask, alloc allocator.Allocator, meta *meta) ([]int64, error) { +func GetSegmentMaxSize(job ImportJob, meta *meta) int { + allDiskIndex := meta.indexMeta.AreAllDiskIndex(job.GetCollectionID(), job.GetSchema()) + + var segmentMaxSize int + if allDiskIndex { + // Only if all vector fields index type are DiskANN, recalc segment max size here. + segmentMaxSize = paramtable.Get().DataCoordCfg.DiskSegmentMaxSize.GetAsInt() * 1024 * 1024 + } else { + // If some vector fields index type are not DiskANN, recalc segment max size using default policy. + segmentMaxSize = paramtable.Get().DataCoordCfg.SegmentMaxSize.GetAsInt() * 1024 * 1024 + } + isL0Import := importutilv2.IsL0Import(job.GetOptions()) + if isL0Import { + segmentMaxSize = paramtable.Get().DataNodeCfg.FlushDeleteBufferBytes.GetAsInt() + } + return segmentMaxSize +} + +func AssignSegments(job ImportJob, task ImportTask, alloc allocator.Allocator, meta *meta, segmentMaxSize int64) ([]int64, error) { pkField, err := typeutil.GetPrimaryFieldSchema(job.GetSchema()) if err != nil { return nil, err @@ -158,11 +176,6 @@ func AssignSegments(job ImportJob, task ImportTask, alloc allocator.Allocator, m } isL0Import := importutilv2.IsL0Import(job.GetOptions()) - - segmentMaxSize := paramtable.Get().DataCoordCfg.SegmentMaxSize.GetAsInt64() * 1024 * 1024 - if isL0Import { - segmentMaxSize = paramtable.Get().DataNodeCfg.FlushDeleteBufferBytes.GetAsInt64() - } segmentLevel := datapb.SegmentLevel_L1 if isL0Import { segmentLevel = datapb.SegmentLevel_L0 @@ -287,6 +300,7 @@ func AssemblePreImportRequest(task ImportTask, job ImportJob) *datapb.PreImportR ImportFiles: importFiles, Options: job.GetOptions(), StorageConfig: createStorageConfig(), + TaskSlot: task.GetTaskSlot(), } } @@ -353,27 +367,15 @@ func AssembleImportRequest(task ImportTask, job ImportJob, meta *meta, alloc all IDRange: &datapb.IDRange{Begin: idBegin, End: idEnd}, RequestSegments: requestSegments, StorageConfig: createStorageConfig(), + TaskSlot: task.GetTaskSlot(), }, nil } -func RegroupImportFiles(job ImportJob, files []*datapb.ImportFileStats, allDiskIndex bool) [][]*datapb.ImportFileStats { +func RegroupImportFiles(job ImportJob, files []*datapb.ImportFileStats, segmentMaxSize int) [][]*datapb.ImportFileStats { if len(files) == 0 { return nil } - var segmentMaxSize int - if allDiskIndex { - // Only if all vector fields index type are DiskANN, recalc segment max size here. - segmentMaxSize = Params.DataCoordCfg.DiskSegmentMaxSize.GetAsInt() * 1024 * 1024 - } else { - // If some vector fields index type are not DiskANN, recalc segment max size using default policy. - segmentMaxSize = Params.DataCoordCfg.SegmentMaxSize.GetAsInt() * 1024 * 1024 - } - isL0Import := importutilv2.IsL0Import(job.GetOptions()) - if isL0Import { - segmentMaxSize = paramtable.Get().DataNodeCfg.FlushDeleteBufferBytes.GetAsInt() - } - threshold := paramtable.Get().DataCoordCfg.MaxSizeInMBPerImportTask.GetAsInt() * 1024 * 1024 maxSizePerFileGroup := segmentMaxSize * len(job.GetPartitionIDs()) * len(job.GetVchannels()) if maxSizePerFileGroup > threshold { @@ -751,3 +753,36 @@ func ValidateMaxImportJobExceed(ctx context.Context, importMeta ImportMeta) erro } return nil } + +// CalculateTaskSlot calculates the required resource slots for an import task based on CPU and memory constraints +// The function uses a dual-constraint approach: +// 1. CPU constraint: Based on the number of files to process in parallel +// 2. Memory constraint: Based on the total buffer size required for all virtual channels and partitions +// Returns the maximum of the two constraints to ensure sufficient resources +func CalculateTaskSlot(task ImportTask, importMeta ImportMeta) int { + job := importMeta.GetJob(context.TODO(), task.GetJobID()) + + // Calculate CPU-based slots + fileNumPerSlot := paramtable.Get().DataCoordCfg.ImportFileNumPerSlot.GetAsInt() + cpuBasedSlots := len(task.GetFileStats()) / fileNumPerSlot + if cpuBasedSlots < 1 { + cpuBasedSlots = 1 + } + + // Calculate memory-based slots + baseBufferSize := paramtable.Get().DataNodeCfg.ImportBaseBufferSize.GetAsInt() + totalBufferSize := baseBufferSize * len(job.GetVchannels()) * len(job.GetPartitionIDs()) + isL0Import := importutilv2.IsL0Import(job.GetOptions()) + if isL0Import { + // L0 import won't hash the data by channel or partition + totalBufferSize = paramtable.Get().DataNodeCfg.ImportDeleteBufferSize.GetAsInt() + } + memoryLimitPerSlot := paramtable.Get().DataCoordCfg.ImportMemoryLimitPerSlot.GetAsInt() + memoryBasedSlots := totalBufferSize / memoryLimitPerSlot + + // Return the larger value to ensure both CPU and memory constraints are satisfied + if cpuBasedSlots > memoryBasedSlots { + return cpuBasedSlots + } + return memoryBasedSlots +} diff --git a/internal/datacoord/import_util_test.go b/internal/datacoord/import_util_test.go index 9326d7be33..1c485f20df 100644 --- a/internal/datacoord/import_util_test.go +++ b/internal/datacoord/import_util_test.go @@ -140,7 +140,7 @@ func TestImportUtil_NewImportTasks(t *testing.T) { meta, err := newMeta(context.TODO(), catalog, nil, broker) assert.NoError(t, err) - tasks, err := NewImportTasks(fileGroups, job, alloc, meta, nil) + tasks, err := NewImportTasks(fileGroups, job, alloc, meta, nil, 1*1024*1024*1024) assert.NoError(t, err) assert.Equal(t, 2, len(tasks)) for _, task := range tasks { @@ -212,7 +212,7 @@ func TestImportUtil_NewImportTasksWithDataTt(t *testing.T) { meta, err := newMeta(context.TODO(), catalog, nil, broker) assert.NoError(t, err) - tasks, err := NewImportTasks(fileGroups, job, alloc, meta, nil) + tasks, err := NewImportTasks(fileGroups, job, alloc, meta, nil, 1*1024*1024*1024) assert.NoError(t, err) assert.Equal(t, 2, len(tasks)) for _, task := range tasks { @@ -225,6 +225,8 @@ func TestImportUtil_AssembleRequest(t *testing.T) { var job ImportJob = &importJob{ ImportJob: &datapb.ImportJob{JobID: 0, CollectionID: 1, PartitionIDs: []int64{2}, Vchannels: []string{"v0"}}, } + importMeta := NewMockImportMeta(t) + importMeta.EXPECT().GetJob(mock.Anything, mock.Anything).Return(job) preImportTaskProto := &datapb.PreImportTask{ JobID: 0, @@ -233,7 +235,9 @@ func TestImportUtil_AssembleRequest(t *testing.T) { State: datapb.ImportTaskStateV2_Pending, } - var pt ImportTask = &preImportTask{} + var pt ImportTask = &preImportTask{ + importMeta: importMeta, + } pt.(*preImportTask).task.Store(preImportTaskProto) preimportReq := AssemblePreImportRequest(pt, job) assert.Equal(t, pt.GetJobID(), preimportReq.GetJobID()) @@ -248,7 +252,9 @@ func TestImportUtil_AssembleRequest(t *testing.T) { CollectionID: 1, SegmentIDs: []int64{5, 6}, } - var task ImportTask = &importTask{} + var task ImportTask = &importTask{ + importMeta: importMeta, + } task.(*importTask).task.Store(importTaskProto) catalog := mocks.NewDataCoordCatalog(t) @@ -294,6 +300,8 @@ func TestImportUtil_AssembleRequestWithDataTt(t *testing.T) { var job ImportJob = &importJob{ ImportJob: &datapb.ImportJob{JobID: 0, CollectionID: 1, PartitionIDs: []int64{2}, Vchannels: []string{"v0"}, DataTs: 100}, } + importMeta := NewMockImportMeta(t) + importMeta.EXPECT().GetJob(mock.Anything, mock.Anything).Return(job) preImportTaskProto := &datapb.PreImportTask{ JobID: 0, @@ -302,7 +310,9 @@ func TestImportUtil_AssembleRequestWithDataTt(t *testing.T) { State: datapb.ImportTaskStateV2_Pending, } - var pt ImportTask = &preImportTask{} + var pt ImportTask = &preImportTask{ + importMeta: importMeta, + } pt.(*preImportTask).task.Store(preImportTaskProto) preimportReq := AssemblePreImportRequest(pt, job) assert.Equal(t, pt.GetJobID(), preimportReq.GetJobID()) @@ -317,7 +327,9 @@ func TestImportUtil_AssembleRequestWithDataTt(t *testing.T) { CollectionID: 1, SegmentIDs: []int64{5, 6}, } - var task ImportTask = &importTask{} + var task ImportTask = &importTask{ + importMeta: importMeta, + } task.(*importTask).task.Store(importTaskProto) catalog := mocks.NewDataCoordCatalog(t) @@ -382,7 +394,7 @@ func TestImportUtil_RegroupImportFiles(t *testing.T) { }, } - groups := RegroupImportFiles(job, files, false) + groups := RegroupImportFiles(job, files, 1*1024*1024*1024) total := 0 for i, fs := range groups { sum := lo.SumBy(fs, func(f *datapb.ImportFileStats) int64 { diff --git a/internal/datanode/.mockery.yaml b/internal/datanode/.mockery.yaml index 2d4e273084..bc3def1af0 100644 --- a/internal/datanode/.mockery.yaml +++ b/internal/datanode/.mockery.yaml @@ -18,3 +18,4 @@ packages: github.com/milvus-io/milvus/internal/datanode/importv2: interfaces: Task: + TaskManager: diff --git a/internal/datanode/importv2/memory_allocator.go b/internal/datanode/importv2/memory_allocator.go new file mode 100644 index 0000000000..d3341fa70f --- /dev/null +++ b/internal/datanode/importv2/memory_allocator.go @@ -0,0 +1,98 @@ +// 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 importv2 + +import ( + "sync" + + "go.uber.org/zap" + + "github.com/milvus-io/milvus/pkg/v2/log" + "github.com/milvus-io/milvus/pkg/v2/util/paramtable" +) + +// MemoryAllocator handles memory allocation and deallocation for import tasks +type MemoryAllocator interface { + // TryAllocate attempts to allocate memory of the specified size + // Returns true if allocation is successful, false if insufficient memory + TryAllocate(taskID int64, size int64) bool + + // Release releases memory of the specified size + Release(taskID int64, size int64) +} + +type memoryAllocator struct { + systemTotalMemory int64 + usedMemory int64 + mutex sync.RWMutex +} + +// NewMemoryAllocator creates a new MemoryAllocator instance +func NewMemoryAllocator(systemTotalMemory int64) MemoryAllocator { + log.Info("new import memory allocator", zap.Int64("systemTotalMemory", systemTotalMemory)) + ma := &memoryAllocator{ + systemTotalMemory: int64(systemTotalMemory), + usedMemory: 0, + } + return ma +} + +// TryAllocate attempts to allocate memory of the specified size +func (ma *memoryAllocator) TryAllocate(taskID int64, size int64) bool { + ma.mutex.Lock() + defer ma.mutex.Unlock() + + percentage := paramtable.Get().DataNodeCfg.ImportMemoryLimitPercentage.GetAsFloat() + memoryLimit := int64(float64(ma.systemTotalMemory) * percentage / 100.0) + + if ma.usedMemory+size > memoryLimit { + log.Info("memory allocation failed, insufficient memory", + zap.Int64("taskID", taskID), + zap.Int64("requestedSize", size), + zap.Int64("usedMemory", ma.usedMemory), + zap.Int64("availableMemory", memoryLimit-ma.usedMemory)) + return false + } + + ma.usedMemory += size + log.Info("memory allocated successfully", + zap.Int64("taskID", taskID), + zap.Int64("allocatedSize", size), + zap.Int64("usedMemory", ma.usedMemory), + zap.Int64("availableMemory", memoryLimit-ma.usedMemory)) + + return true +} + +// Release releases memory of the specified size +func (ma *memoryAllocator) Release(taskID int64, size int64) { + ma.mutex.Lock() + defer ma.mutex.Unlock() + + ma.usedMemory -= size + if ma.usedMemory < 0 { + ma.usedMemory = 0 // Prevent negative memory usage + log.Warn("memory release resulted in negative usage, reset to 0", + zap.Int64("taskID", taskID), + zap.Int64("releaseSize", size)) + } + + log.Info("memory released successfully", + zap.Int64("taskID", taskID), + zap.Int64("releasedSize", size), + zap.Int64("usedMemory", ma.usedMemory)) +} diff --git a/internal/datanode/importv2/memory_allocator_test.go b/internal/datanode/importv2/memory_allocator_test.go new file mode 100644 index 0000000000..da2b161adb --- /dev/null +++ b/internal/datanode/importv2/memory_allocator_test.go @@ -0,0 +1,157 @@ +// 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 importv2 + +import ( + "testing" + + "github.com/stretchr/testify/assert" +) + +// TestMemoryAllocatorBasicOperations tests basic memory allocation and release operations +func TestMemoryAllocatorBasicOperations(t *testing.T) { + // Create memory allocator with 1GB system memory + ma := NewMemoryAllocator(1024 * 1024 * 1024) + + // Test initial state + assert.Equal(t, int64(0), ma.(*memoryAllocator).usedMemory) + + // Test memory allocation for task 1 + success := ma.TryAllocate(1, 50*1024*1024) // 50MB for task 1 + assert.True(t, success) + assert.Equal(t, int64(50*1024*1024), ma.(*memoryAllocator).usedMemory) + + // Test memory allocation for task 2 + success = ma.TryAllocate(2, 50*1024*1024) // 50MB for task 2 + assert.True(t, success) + assert.Equal(t, int64(100*1024*1024), ma.(*memoryAllocator).usedMemory) + + // Test memory release for task 1 + ma.Release(1, 50*1024*1024) + assert.Equal(t, int64(50*1024*1024), ma.(*memoryAllocator).usedMemory) + + // Test memory release for task 2 + ma.Release(2, 50*1024*1024) + assert.Equal(t, int64(0), ma.(*memoryAllocator).usedMemory) +} + +// TestMemoryAllocatorMemoryLimit tests memory limit enforcement +func TestMemoryAllocatorMemoryLimit(t *testing.T) { + // Create memory allocator with 1GB system memory + ma := NewMemoryAllocator(1024 * 1024 * 1024) + + // Get the memory limit based on system memory and configuration percentage + memoryLimit := ma.(*memoryAllocator).systemTotalMemory + // Use a reasonable test size that should be within limits + testSize := memoryLimit / 10 // Use 10% of available memory + + // Allocate memory up to the limit + success := ma.TryAllocate(1, testSize) + assert.True(t, success) + assert.Equal(t, testSize, ma.(*memoryAllocator).usedMemory) + + // Try to allocate more memory than available (should fail) + success = ma.TryAllocate(2, memoryLimit) + assert.False(t, success) + assert.Equal(t, testSize, ma.(*memoryAllocator).usedMemory) // Should remain unchanged + + // Release the allocated memory + ma.Release(1, testSize) + assert.Equal(t, int64(0), ma.(*memoryAllocator).usedMemory) +} + +// TestMemoryAllocatorConcurrentAccess tests concurrent memory allocation and release +func TestMemoryAllocatorConcurrentAccess(t *testing.T) { + // Create memory allocator with 1GB system memory + ma := NewMemoryAllocator(1024 * 1024 * 1024) + + // Test concurrent memory requests + done := make(chan bool, 10) + for i := 0; i < 10; i++ { + taskID := int64(i + 1) + go func() { + success := ma.TryAllocate(taskID, 50*1024*1024) // 50MB each + if success { + ma.Release(taskID, 50*1024*1024) + } + done <- true + }() + } + + // Wait for all goroutines to complete + for i := 0; i < 10; i++ { + <-done + } + + // Verify final state - should be 0 or the sum of remaining allocations + // depending on memory limit and concurrent execution + finalMemory := ma.(*memoryAllocator).usedMemory + assert.GreaterOrEqual(t, finalMemory, int64(0)) +} + +// TestMemoryAllocatorNegativeRelease tests handling of negative memory release +func TestMemoryAllocatorNegativeRelease(t *testing.T) { + // Create memory allocator with 1GB system memory + ma := NewMemoryAllocator(1024 * 1024 * 1024) + + // Allocate some memory + success := ma.TryAllocate(1, 100*1024*1024) // 100MB + assert.True(t, success) + assert.Equal(t, int64(100*1024*1024), ma.(*memoryAllocator).usedMemory) + + // Release more than allocated (should not go negative) + ma.Release(1, 200*1024*1024) // 200MB + assert.Equal(t, int64(0), ma.(*memoryAllocator).usedMemory) // Should be reset to 0 +} + +// TestMemoryAllocatorMultipleTasks tests memory management for multiple tasks +func TestMemoryAllocatorMultipleTasks(t *testing.T) { + // Create memory allocator with 1GB system memory + ma := NewMemoryAllocator(1024 * 1024 * 1024) + + // Allocate memory for multiple tasks with smaller sizes + taskIDs := []int64{1, 2, 3, 4, 5} + sizes := []int64{20, 30, 25, 15, 35} // Total: 125MB + + for i, taskID := range taskIDs { + success := ma.TryAllocate(taskID, sizes[i]*1024*1024) + assert.True(t, success) + } + + // Verify total used memory + expectedTotal := int64(0) + for _, size := range sizes { + expectedTotal += size * 1024 * 1024 + } + assert.Equal(t, expectedTotal, ma.(*memoryAllocator).usedMemory) + + // Release memory for specific tasks + ma.Release(2, 30*1024*1024) // Release task 2 + ma.Release(4, 15*1024*1024) // Release task 4 + + // Verify updated memory usage + expectedTotal = (20 + 25 + 35) * 1024 * 1024 // 80MB + assert.Equal(t, expectedTotal, ma.(*memoryAllocator).usedMemory) + + // Release remaining tasks + ma.Release(1, 20*1024*1024) + ma.Release(3, 25*1024*1024) + ma.Release(5, 35*1024*1024) + + // Verify final state + assert.Equal(t, int64(0), ma.(*memoryAllocator).usedMemory) +} diff --git a/internal/datanode/importv2/mock_task.go b/internal/datanode/importv2/mock_task.go index 1ff2be3c65..edc7d19742 100644 --- a/internal/datanode/importv2/mock_task.go +++ b/internal/datanode/importv2/mock_task.go @@ -150,6 +150,51 @@ func (_c *MockTask_Execute_Call) RunAndReturn(run func() []*conc.Future[interfac return _c } +// GetBufferSize provides a mock function with no fields +func (_m *MockTask) GetBufferSize() int64 { + ret := _m.Called() + + if len(ret) == 0 { + panic("no return value specified for GetBufferSize") + } + + var r0 int64 + if rf, ok := ret.Get(0).(func() int64); ok { + r0 = rf() + } else { + r0 = ret.Get(0).(int64) + } + + return r0 +} + +// MockTask_GetBufferSize_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'GetBufferSize' +type MockTask_GetBufferSize_Call struct { + *mock.Call +} + +// GetBufferSize is a helper method to define mock.On call +func (_e *MockTask_Expecter) GetBufferSize() *MockTask_GetBufferSize_Call { + return &MockTask_GetBufferSize_Call{Call: _e.mock.On("GetBufferSize")} +} + +func (_c *MockTask_GetBufferSize_Call) Run(run func()) *MockTask_GetBufferSize_Call { + _c.Call.Run(func(args mock.Arguments) { + run() + }) + return _c +} + +func (_c *MockTask_GetBufferSize_Call) Return(_a0 int64) *MockTask_GetBufferSize_Call { + _c.Call.Return(_a0) + return _c +} + +func (_c *MockTask_GetBufferSize_Call) RunAndReturn(run func() int64) *MockTask_GetBufferSize_Call { + _c.Call.Return(run) + return _c +} + // GetCollectionID provides a mock function with no fields func (_m *MockTask) GetCollectionID() int64 { ret := _m.Called() diff --git a/internal/datanode/importv2/mock_task_manager.go b/internal/datanode/importv2/mock_task_manager.go new file mode 100644 index 0000000000..76fb721536 --- /dev/null +++ b/internal/datanode/importv2/mock_task_manager.go @@ -0,0 +1,255 @@ +// Code generated by mockery v2.53.3. DO NOT EDIT. + +package importv2 + +import mock "github.com/stretchr/testify/mock" + +// MockTaskManager is an autogenerated mock type for the TaskManager type +type MockTaskManager struct { + mock.Mock +} + +type MockTaskManager_Expecter struct { + mock *mock.Mock +} + +func (_m *MockTaskManager) EXPECT() *MockTaskManager_Expecter { + return &MockTaskManager_Expecter{mock: &_m.Mock} +} + +// Add provides a mock function with given fields: task +func (_m *MockTaskManager) Add(task Task) { + _m.Called(task) +} + +// MockTaskManager_Add_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'Add' +type MockTaskManager_Add_Call struct { + *mock.Call +} + +// Add is a helper method to define mock.On call +// - task Task +func (_e *MockTaskManager_Expecter) Add(task interface{}) *MockTaskManager_Add_Call { + return &MockTaskManager_Add_Call{Call: _e.mock.On("Add", task)} +} + +func (_c *MockTaskManager_Add_Call) Run(run func(task Task)) *MockTaskManager_Add_Call { + _c.Call.Run(func(args mock.Arguments) { + run(args[0].(Task)) + }) + return _c +} + +func (_c *MockTaskManager_Add_Call) Return() *MockTaskManager_Add_Call { + _c.Call.Return() + return _c +} + +func (_c *MockTaskManager_Add_Call) RunAndReturn(run func(Task)) *MockTaskManager_Add_Call { + _c.Run(run) + return _c +} + +// Get provides a mock function with given fields: taskID +func (_m *MockTaskManager) Get(taskID int64) Task { + ret := _m.Called(taskID) + + if len(ret) == 0 { + panic("no return value specified for Get") + } + + var r0 Task + if rf, ok := ret.Get(0).(func(int64) Task); ok { + r0 = rf(taskID) + } else { + if ret.Get(0) != nil { + r0 = ret.Get(0).(Task) + } + } + + return r0 +} + +// MockTaskManager_Get_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'Get' +type MockTaskManager_Get_Call struct { + *mock.Call +} + +// Get is a helper method to define mock.On call +// - taskID int64 +func (_e *MockTaskManager_Expecter) Get(taskID interface{}) *MockTaskManager_Get_Call { + return &MockTaskManager_Get_Call{Call: _e.mock.On("Get", taskID)} +} + +func (_c *MockTaskManager_Get_Call) Run(run func(taskID int64)) *MockTaskManager_Get_Call { + _c.Call.Run(func(args mock.Arguments) { + run(args[0].(int64)) + }) + return _c +} + +func (_c *MockTaskManager_Get_Call) Return(_a0 Task) *MockTaskManager_Get_Call { + _c.Call.Return(_a0) + return _c +} + +func (_c *MockTaskManager_Get_Call) RunAndReturn(run func(int64) Task) *MockTaskManager_Get_Call { + _c.Call.Return(run) + return _c +} + +// GetBy provides a mock function with given fields: filters +func (_m *MockTaskManager) GetBy(filters ...TaskFilter) []Task { + _va := make([]interface{}, len(filters)) + for _i := range filters { + _va[_i] = filters[_i] + } + var _ca []interface{} + _ca = append(_ca, _va...) + ret := _m.Called(_ca...) + + if len(ret) == 0 { + panic("no return value specified for GetBy") + } + + var r0 []Task + if rf, ok := ret.Get(0).(func(...TaskFilter) []Task); ok { + r0 = rf(filters...) + } else { + if ret.Get(0) != nil { + r0 = ret.Get(0).([]Task) + } + } + + return r0 +} + +// MockTaskManager_GetBy_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'GetBy' +type MockTaskManager_GetBy_Call struct { + *mock.Call +} + +// GetBy is a helper method to define mock.On call +// - filters ...TaskFilter +func (_e *MockTaskManager_Expecter) GetBy(filters ...interface{}) *MockTaskManager_GetBy_Call { + return &MockTaskManager_GetBy_Call{Call: _e.mock.On("GetBy", + append([]interface{}{}, filters...)...)} +} + +func (_c *MockTaskManager_GetBy_Call) Run(run func(filters ...TaskFilter)) *MockTaskManager_GetBy_Call { + _c.Call.Run(func(args mock.Arguments) { + variadicArgs := make([]TaskFilter, len(args)-0) + for i, a := range args[0:] { + if a != nil { + variadicArgs[i] = a.(TaskFilter) + } + } + run(variadicArgs...) + }) + return _c +} + +func (_c *MockTaskManager_GetBy_Call) Return(_a0 []Task) *MockTaskManager_GetBy_Call { + _c.Call.Return(_a0) + return _c +} + +func (_c *MockTaskManager_GetBy_Call) RunAndReturn(run func(...TaskFilter) []Task) *MockTaskManager_GetBy_Call { + _c.Call.Return(run) + return _c +} + +// Remove provides a mock function with given fields: taskID +func (_m *MockTaskManager) Remove(taskID int64) { + _m.Called(taskID) +} + +// MockTaskManager_Remove_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'Remove' +type MockTaskManager_Remove_Call struct { + *mock.Call +} + +// Remove is a helper method to define mock.On call +// - taskID int64 +func (_e *MockTaskManager_Expecter) Remove(taskID interface{}) *MockTaskManager_Remove_Call { + return &MockTaskManager_Remove_Call{Call: _e.mock.On("Remove", taskID)} +} + +func (_c *MockTaskManager_Remove_Call) Run(run func(taskID int64)) *MockTaskManager_Remove_Call { + _c.Call.Run(func(args mock.Arguments) { + run(args[0].(int64)) + }) + return _c +} + +func (_c *MockTaskManager_Remove_Call) Return() *MockTaskManager_Remove_Call { + _c.Call.Return() + return _c +} + +func (_c *MockTaskManager_Remove_Call) RunAndReturn(run func(int64)) *MockTaskManager_Remove_Call { + _c.Run(run) + return _c +} + +// Update provides a mock function with given fields: taskID, actions +func (_m *MockTaskManager) Update(taskID int64, actions ...UpdateAction) { + _va := make([]interface{}, len(actions)) + for _i := range actions { + _va[_i] = actions[_i] + } + var _ca []interface{} + _ca = append(_ca, taskID) + _ca = append(_ca, _va...) + _m.Called(_ca...) +} + +// MockTaskManager_Update_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'Update' +type MockTaskManager_Update_Call struct { + *mock.Call +} + +// Update is a helper method to define mock.On call +// - taskID int64 +// - actions ...UpdateAction +func (_e *MockTaskManager_Expecter) Update(taskID interface{}, actions ...interface{}) *MockTaskManager_Update_Call { + return &MockTaskManager_Update_Call{Call: _e.mock.On("Update", + append([]interface{}{taskID}, actions...)...)} +} + +func (_c *MockTaskManager_Update_Call) Run(run func(taskID int64, actions ...UpdateAction)) *MockTaskManager_Update_Call { + _c.Call.Run(func(args mock.Arguments) { + variadicArgs := make([]UpdateAction, len(args)-1) + for i, a := range args[1:] { + if a != nil { + variadicArgs[i] = a.(UpdateAction) + } + } + run(args[0].(int64), variadicArgs...) + }) + return _c +} + +func (_c *MockTaskManager_Update_Call) Return() *MockTaskManager_Update_Call { + _c.Call.Return() + return _c +} + +func (_c *MockTaskManager_Update_Call) RunAndReturn(run func(int64, ...UpdateAction)) *MockTaskManager_Update_Call { + _c.Run(run) + return _c +} + +// NewMockTaskManager creates a new instance of MockTaskManager. It also registers a testing interface on the mock and a cleanup function to assert the mocks expectations. +// The first argument is typically a *testing.T value. +func NewMockTaskManager(t interface { + mock.TestingT + Cleanup(func()) +}) *MockTaskManager { + mock := &MockTaskManager{} + mock.Mock.Test(t) + + t.Cleanup(func() { mock.AssertExpectations(t) }) + + return mock +} diff --git a/internal/datanode/importv2/pool.go b/internal/datanode/importv2/pool.go index 3beb04b926..267626f6e9 100644 --- a/internal/datanode/importv2/pool.go +++ b/internal/datanode/importv2/pool.go @@ -26,6 +26,7 @@ import ( "github.com/milvus-io/milvus/pkg/v2/config" "github.com/milvus-io/milvus/pkg/v2/log" "github.com/milvus-io/milvus/pkg/v2/util/conc" + "github.com/milvus-io/milvus/pkg/v2/util/hardware" "github.com/milvus-io/milvus/pkg/v2/util/paramtable" ) @@ -36,7 +37,8 @@ var ( func initExecPool() { pt := paramtable.Get() - initPoolSize := paramtable.Get().DataNodeCfg.MaxConcurrentImportTaskNum.GetAsInt() + cpuNum := hardware.GetCPUNum() + initPoolSize := cpuNum * pt.DataNodeCfg.ImportConcurrencyPerCPUCore.GetAsInt() execPool = conc.NewPool[any]( initPoolSize, conc.WithPreAlloc(false), // pre alloc must be false to resize pool dynamically, use warmup to alloc worker here @@ -44,14 +46,15 @@ func initExecPool() { ) conc.WarmupPool(execPool, runtime.LockOSThread) - watchKey := pt.DataNodeCfg.MaxConcurrentImportTaskNum.Key + watchKey := pt.DataNodeCfg.ImportConcurrencyPerCPUCore.Key pt.Watch(watchKey, config.NewHandler(watchKey, resizeExecPool)) log.Info("init import execution pool done", zap.Int("size", initPoolSize)) } func resizeExecPool(evt *config.Event) { if evt.HasUpdated { - newSize := paramtable.Get().DataNodeCfg.MaxConcurrentImportTaskNum.GetAsInt() + cpuNum := hardware.GetCPUNum() + newSize := cpuNum * paramtable.Get().DataNodeCfg.ImportConcurrencyPerCPUCore.GetAsInt() log := log.Ctx(context.Background()).With(zap.Int("newSize", newSize)) err := GetExecPool().Resize(newSize) diff --git a/internal/datanode/importv2/pool_test.go b/internal/datanode/importv2/pool_test.go index 1a3d53e20c..48d1929d15 100644 --- a/internal/datanode/importv2/pool_test.go +++ b/internal/datanode/importv2/pool_test.go @@ -23,6 +23,7 @@ import ( "github.com/stretchr/testify/assert" "github.com/milvus-io/milvus/pkg/v2/config" + "github.com/milvus-io/milvus/pkg/v2/util/hardware" "github.com/milvus-io/milvus/pkg/v2/util/paramtable" ) @@ -31,31 +32,32 @@ func TestResizePools(t *testing.T) { pt := paramtable.Get() defer func() { - _ = pt.Reset(pt.DataNodeCfg.MaxConcurrentImportTaskNum.Key) + _ = pt.Reset(pt.DataNodeCfg.ImportConcurrencyPerCPUCore.Key) }() t.Run("ExecPool", func(t *testing.T) { - expectedCap := pt.DataNodeCfg.MaxConcurrentImportTaskNum.GetAsInt() + cpuNum := hardware.GetCPUNum() + expectedCap := cpuNum * pt.DataNodeCfg.ImportConcurrencyPerCPUCore.GetAsInt() assert.Equal(t, expectedCap, GetExecPool().Cap()) resizeExecPool(&config.Event{ HasUpdated: true, }) assert.Equal(t, expectedCap, GetExecPool().Cap()) - _ = pt.Save(pt.DataNodeCfg.MaxConcurrentImportTaskNum.Key, fmt.Sprintf("%d", expectedCap*2)) - expectedCap = pt.DataNodeCfg.MaxConcurrentImportTaskNum.GetAsInt() + _ = pt.Save(pt.DataNodeCfg.ImportConcurrencyPerCPUCore.Key, fmt.Sprintf("%d", expectedCap*2)) + expectedCap = cpuNum * pt.DataNodeCfg.ImportConcurrencyPerCPUCore.GetAsInt() resizeExecPool(&config.Event{ HasUpdated: true, }) assert.Equal(t, expectedCap, GetExecPool().Cap()) - _ = pt.Save(pt.DataNodeCfg.MaxConcurrentImportTaskNum.Key, "0") + _ = pt.Save(pt.DataNodeCfg.ImportConcurrencyPerCPUCore.Key, "0") resizeExecPool(&config.Event{ HasUpdated: true, }) assert.Equal(t, expectedCap, GetExecPool().Cap(), "pool shall not be resized when newSize is 0") - _ = pt.Save(pt.DataNodeCfg.MaxConcurrentImportTaskNum.Key, "invalid") + _ = pt.Save(pt.DataNodeCfg.ImportConcurrencyPerCPUCore.Key, "invalid") resizeExecPool(&config.Event{ HasUpdated: true, }) diff --git a/internal/datanode/importv2/scheduler.go b/internal/datanode/importv2/scheduler.go index 973f919ae3..ddbbf2bf63 100644 --- a/internal/datanode/importv2/scheduler.go +++ b/internal/datanode/importv2/scheduler.go @@ -27,6 +27,7 @@ import ( "github.com/milvus-io/milvus/pkg/v2/log" "github.com/milvus-io/milvus/pkg/v2/proto/datapb" "github.com/milvus-io/milvus/pkg/v2/util/conc" + "github.com/milvus-io/milvus/pkg/v2/util/hardware" ) type Scheduler interface { @@ -36,57 +37,89 @@ type Scheduler interface { } type scheduler struct { - manager TaskManager + manager TaskManager + memoryAllocator MemoryAllocator closeOnce sync.Once closeChan chan struct{} } func NewScheduler(manager TaskManager) Scheduler { + memoryAllocator := NewMemoryAllocator(int64(hardware.GetMemoryCount())) return &scheduler{ - manager: manager, - closeChan: make(chan struct{}), + manager: manager, + memoryAllocator: memoryAllocator, + closeChan: make(chan struct{}), } } func (s *scheduler) Start() { log.Info("start import scheduler") + var ( exeTicker = time.NewTicker(1 * time.Second) logTicker = time.NewTicker(10 * time.Minute) ) defer exeTicker.Stop() defer logTicker.Stop() + for { select { case <-s.closeChan: log.Info("import scheduler exited") return case <-exeTicker.C: - tasks := s.manager.GetBy(WithStates(datapb.ImportTaskStateV2_Pending)) - sort.Slice(tasks, func(i, j int) bool { - return tasks[i].GetTaskID() < tasks[j].GetTaskID() - }) - futures := make(map[int64][]*conc.Future[any]) - for _, task := range tasks { - fs := task.Execute() - futures[task.GetTaskID()] = fs - tryFreeFutures(futures) - } - for taskID, fs := range futures { - err := conc.AwaitAll(fs...) - if err != nil { - continue - } - s.manager.Update(taskID, UpdateState(datapb.ImportTaskStateV2_Completed)) - log.Info("preimport/import done", zap.Int64("taskID", taskID)) - } + s.scheduleTasks() case <-logTicker.C: LogStats(s.manager) } } } +// scheduleTasks implements memory-based task scheduling using MemoryAllocator +// It selects tasks that can fit within the available memory. +func (s *scheduler) scheduleTasks() { + pendingTasks := s.manager.GetBy(WithStates(datapb.ImportTaskStateV2_Pending)) + sort.Slice(pendingTasks, func(i, j int) bool { + return pendingTasks[i].GetTaskID() < pendingTasks[j].GetTaskID() + }) + + selectedTasks := make([]Task, 0) + tasksBufferSize := make(map[int64]int64) + for _, task := range pendingTasks { + taskBufferSize := task.GetBufferSize() + if s.memoryAllocator.TryAllocate(task.GetTaskID(), taskBufferSize) { + selectedTasks = append(selectedTasks, task) + tasksBufferSize[task.GetTaskID()] = taskBufferSize + } + } + + log.Info("processing selected tasks", + zap.Int("pending", len(pendingTasks)), + zap.Int("selected", len(selectedTasks))) + + if len(selectedTasks) == 0 { + return + } + + futures := make(map[int64][]*conc.Future[any]) + for _, task := range selectedTasks { + fs := task.Execute() + futures[task.GetTaskID()] = fs + } + + for taskID, fs := range futures { + err := conc.AwaitAll(fs...) + if err != nil { + s.memoryAllocator.Release(taskID, tasksBufferSize[taskID]) + continue + } + s.manager.Update(taskID, UpdateState(datapb.ImportTaskStateV2_Completed)) + s.memoryAllocator.Release(taskID, tasksBufferSize[taskID]) + log.Info("preimport/import done", zap.Int64("taskID", taskID)) + } +} + // Slots returns the available slots for import func (s *scheduler) Slots() int64 { tasks := s.manager.GetBy(WithStates(datapb.ImportTaskStateV2_Pending, datapb.ImportTaskStateV2_InProgress)) diff --git a/internal/datanode/importv2/scheduler_test.go b/internal/datanode/importv2/scheduler_test.go index 4c4879931e..400e3755aa 100644 --- a/internal/datanode/importv2/scheduler_test.go +++ b/internal/datanode/importv2/scheduler_test.go @@ -26,6 +26,7 @@ import ( "time" "github.com/cockroachdb/errors" + "github.com/samber/lo" "github.com/stretchr/testify/mock" "github.com/stretchr/testify/suite" @@ -121,6 +122,10 @@ func (s *SchedulerSuite) SetupTest() { s.scheduler = NewScheduler(s.manager).(*scheduler) } +func (s *SchedulerSuite) TearDownTest() { + s.scheduler.Close() +} + func (s *SchedulerSuite) TestScheduler_Slots() { preimportReq := &datapb.PreImportRequest{ JobID: 1, @@ -130,12 +135,13 @@ func (s *SchedulerSuite) TestScheduler_Slots() { Vchannels: []string{"ch-0"}, Schema: s.schema, ImportFiles: []*internalpb.ImportFile{{Paths: []string{"dummy.json"}}}, + TaskSlot: 10, } preimportTask := NewPreImportTask(preimportReq, s.manager, s.cm) s.manager.Add(preimportTask) slots := s.scheduler.Slots() - s.Equal(int64(1), slots) + s.Equal(int64(10), slots) } func (s *SchedulerSuite) TestScheduler_Start_Preimport() { @@ -547,6 +553,88 @@ func (s *SchedulerSuite) TestScheduler_ImportFileWithFunction() { s.NoError(err) } +// TestScheduler_ScheduleTasks tests the scheduleTasks method with various scenarios +func (s *SchedulerSuite) TestScheduler_ScheduleTasks() { + // Memory limit exceeded - some tasks should be skipped + s.Run("MemoryLimitExceeded", func() { + manager := NewMockTaskManager(s.T()) + s.scheduler.manager = manager + + // Add tasks that exceed memory limit + tasks := make(map[int64]Task, 0) + for i := 0; i < 5; i++ { + t := NewMockTask(s.T()) + t.EXPECT().GetTaskID().Return(int64(i)) + t.EXPECT().GetBufferSize().Return(int64(300)) + if i < 3 { // Only first 3 tasks should be allocated (900 total) + t.EXPECT().Execute().Return([]*conc.Future[any]{}) + } + tasks[t.GetTaskID()] = t + } + + manager.EXPECT().GetBy(mock.Anything).Return(lo.Values(tasks)) + manager.EXPECT().Update(mock.Anything, mock.Anything).Return() + + memAllocator := NewMemoryAllocator(1000 / 0.2) + s.scheduler.memoryAllocator = memAllocator + + s.scheduler.scheduleTasks() + s.Equal(int64(0), memAllocator.(*memoryAllocator).usedMemory) + }) + + // Task execution failure - memory should be released + s.Run("TaskExecutionFailure", func() { + manager := NewMockTaskManager(s.T()) + s.scheduler.manager = manager + + tasks := make(map[int64]Task, 0) + // Create a task that will fail execution + failedTask := NewMockTask(s.T()) + failedTask.EXPECT().GetTaskID().Return(int64(1)) + failedTask.EXPECT().GetBufferSize().Return(int64(256)) + + // Create a future that will fail + failedFuture := conc.Go(func() (any, error) { + return nil, errors.New("mock execution error") + }) + failedTask.EXPECT().Execute().Return([]*conc.Future[any]{failedFuture}) + tasks[failedTask.GetTaskID()] = failedTask + + // Create a successful task + successTask := NewMockTask(s.T()) + successTask.EXPECT().GetTaskID().Return(int64(2)) + successTask.EXPECT().GetBufferSize().Return(int64(128)) + successTask.EXPECT().Execute().Return([]*conc.Future[any]{}) + tasks[successTask.GetTaskID()] = successTask + + manager.EXPECT().GetBy(mock.Anything).Return(lo.Values(tasks)) + manager.EXPECT().Update(mock.Anything, mock.Anything).Return() + + memAllocator := NewMemoryAllocator(512 * 5) + s.scheduler.memoryAllocator = memAllocator + + s.scheduler.scheduleTasks() + s.Equal(int64(0), memAllocator.(*memoryAllocator).usedMemory) + }) + + // Empty task list + s.Run("EmptyTaskList", func() { + manager := NewMockTaskManager(s.T()) + s.scheduler.manager = manager + + memAllocator := NewMemoryAllocator(1024) + s.scheduler.memoryAllocator = memAllocator + + manager.EXPECT().GetBy(mock.Anything).Return(nil) + + // Should not panic or error + s.NotPanics(func() { + s.scheduler.scheduleTasks() + }) + s.Equal(int64(0), memAllocator.(*memoryAllocator).usedMemory) + }) +} + func TestScheduler(t *testing.T) { suite.Run(t, new(SchedulerSuite)) } diff --git a/internal/datanode/importv2/task.go b/internal/datanode/importv2/task.go index 00382a0613..ccd58ef68f 100644 --- a/internal/datanode/importv2/task.go +++ b/internal/datanode/importv2/task.go @@ -163,6 +163,7 @@ type Task interface { GetReason() string GetSchema() *schemapb.CollectionSchema GetSlots() int64 + GetBufferSize() int64 Cancel() Clone() Task } diff --git a/internal/datanode/importv2/task_import.go b/internal/datanode/importv2/task_import.go index d650cfcd71..a2c142d7a2 100644 --- a/internal/datanode/importv2/task_import.go +++ b/internal/datanode/importv2/task_import.go @@ -36,8 +36,6 @@ import ( "github.com/milvus-io/milvus/pkg/v2/proto/datapb" "github.com/milvus-io/milvus/pkg/v2/proto/internalpb" "github.com/milvus-io/milvus/pkg/v2/util/conc" - "github.com/milvus-io/milvus/pkg/v2/util/funcutil" - "github.com/milvus-io/milvus/pkg/v2/util/paramtable" "github.com/milvus-io/milvus/pkg/v2/util/typeutil" ) @@ -105,14 +103,11 @@ func (t *ImportTask) GetSchema() *schemapb.CollectionSchema { } func (t *ImportTask) GetSlots() int64 { - // Consider the following two scenarios: - // 1. Importing a large number of small files results in - // a small total data size, making file count unsuitable as a slot number. - // 2. Importing a file with many shards number results in many segments and a small total data size, - // making segment count unsuitable as a slot number. - // Taking these factors into account, we've decided to use the - // minimum value between segment count and file count as the slot number. - return int64(funcutil.Min(len(t.GetFileStats()), len(t.GetSegmentIDs()), paramtable.Get().DataNodeCfg.MaxTaskSlotNum.GetAsInt())) + return t.req.GetTaskSlot() +} + +func (t *ImportTask) GetBufferSize() int64 { + return GetTaskBufferSize(t) } func (t *ImportTask) Cancel() { @@ -140,9 +135,10 @@ func (t *ImportTask) Clone() Task { } func (t *ImportTask) Execute() []*conc.Future[any] { - bufferSize := paramtable.Get().DataNodeCfg.ImportInsertBufferSize.GetAsInt() + bufferSize := int(t.GetBufferSize()) log.Info("start to import", WrapLogFields(t, zap.Int("bufferSize", bufferSize), + zap.Int64("taskSlot", t.GetSlots()), zap.Any("schema", t.GetSchema()))...) t.manager.Update(t.GetTaskID(), UpdateState(datapb.ImportTaskStateV2_InProgress)) diff --git a/internal/datanode/importv2/task_l0_import.go b/internal/datanode/importv2/task_l0_import.go index a7e44c7bb1..fc7ed770e8 100644 --- a/internal/datanode/importv2/task_l0_import.go +++ b/internal/datanode/importv2/task_l0_import.go @@ -99,7 +99,12 @@ func (t *L0ImportTask) GetSchema() *schemapb.CollectionSchema { } func (t *L0ImportTask) GetSlots() int64 { - return 1 + return t.req.GetTaskSlot() +} + +// L0 import task buffer size is fixed +func (t *L0ImportTask) GetBufferSize() int64 { + return paramtable.Get().DataNodeCfg.ImportBaseBufferSize.GetAsInt64() } func (t *L0ImportTask) Cancel() { @@ -127,9 +132,10 @@ func (t *L0ImportTask) Clone() Task { } func (t *L0ImportTask) Execute() []*conc.Future[any] { - bufferSize := paramtable.Get().DataNodeCfg.ImportDeleteBufferSize.GetAsInt() + bufferSize := int(t.GetBufferSize()) log.Info("start to import l0", WrapLogFields(t, zap.Int("bufferSize", bufferSize), + zap.Int64("taskSlot", t.GetSlots()), zap.Any("schema", t.GetSchema()))...) t.manager.Update(t.GetTaskID(), UpdateState(datapb.ImportTaskStateV2_InProgress)) diff --git a/internal/datanode/importv2/task_l0_preimport.go b/internal/datanode/importv2/task_l0_preimport.go index 0e1b47e9e9..d3cdf581ae 100644 --- a/internal/datanode/importv2/task_l0_preimport.go +++ b/internal/datanode/importv2/task_l0_preimport.go @@ -45,6 +45,7 @@ type L0PreImportTask struct { partitionIDs []int64 vchannels []string schema *schemapb.CollectionSchema + req *datapb.PreImportRequest manager TaskManager cm storage.ChunkManager @@ -73,6 +74,7 @@ func NewL0PreImportTask(req *datapb.PreImportRequest, partitionIDs: req.GetPartitionIDs(), vchannels: req.GetVchannels(), schema: req.GetSchema(), + req: req, manager: manager, cm: cm, } @@ -95,7 +97,12 @@ func (t *L0PreImportTask) GetSchema() *schemapb.CollectionSchema { } func (t *L0PreImportTask) GetSlots() int64 { - return 1 + return t.req.GetTaskSlot() +} + +// L0 preimport task buffer size is fixed +func (t *L0PreImportTask) GetBufferSize() int64 { + return paramtable.Get().DataNodeCfg.ImportBaseBufferSize.GetAsInt64() } func (t *L0PreImportTask) Cancel() { @@ -115,9 +122,10 @@ func (t *L0PreImportTask) Clone() Task { } func (t *L0PreImportTask) Execute() []*conc.Future[any] { - bufferSize := paramtable.Get().DataNodeCfg.ImportDeleteBufferSize.GetAsInt() + bufferSize := int(t.GetBufferSize()) log.Info("start to preimport l0", WrapLogFields(t, zap.Int("bufferSize", bufferSize), + zap.Int64("taskSlot", t.GetSlots()), zap.Any("schema", t.GetSchema()))...) t.manager.Update(t.GetTaskID(), UpdateState(datapb.ImportTaskStateV2_InProgress)) diff --git a/internal/datanode/importv2/task_preimport.go b/internal/datanode/importv2/task_preimport.go index 5bb2a8ab43..b765aca7f8 100644 --- a/internal/datanode/importv2/task_preimport.go +++ b/internal/datanode/importv2/task_preimport.go @@ -34,7 +34,6 @@ import ( "github.com/milvus-io/milvus/pkg/v2/proto/datapb" "github.com/milvus-io/milvus/pkg/v2/proto/internalpb" "github.com/milvus-io/milvus/pkg/v2/util/conc" - "github.com/milvus-io/milvus/pkg/v2/util/funcutil" "github.com/milvus-io/milvus/pkg/v2/util/paramtable" "github.com/milvus-io/milvus/pkg/v2/util/typeutil" ) @@ -47,6 +46,7 @@ type PreImportTask struct { vchannels []string schema *schemapb.CollectionSchema options []*commonpb.KeyValuePair + req *datapb.PreImportRequest manager TaskManager cm storage.ChunkManager @@ -81,6 +81,7 @@ func NewPreImportTask(req *datapb.PreImportRequest, vchannels: req.GetVchannels(), schema: req.GetSchema(), options: req.GetOptions(), + req: req, manager: manager, cm: cm, } @@ -103,7 +104,11 @@ func (t *PreImportTask) GetSchema() *schemapb.CollectionSchema { } func (t *PreImportTask) GetSlots() int64 { - return int64(funcutil.Min(len(t.GetFileStats()), paramtable.Get().DataNodeCfg.MaxTaskSlotNum.GetAsInt())) + return t.req.GetTaskSlot() +} + +func (t *PreImportTask) GetBufferSize() int64 { + return GetTaskBufferSize(t) } func (t *PreImportTask) Cancel() { @@ -124,9 +129,10 @@ func (t *PreImportTask) Clone() Task { } func (t *PreImportTask) Execute() []*conc.Future[any] { - bufferSize := paramtable.Get().DataNodeCfg.ImportInsertBufferSize.GetAsInt() + bufferSize := int(t.GetBufferSize()) log.Info("start to preimport", WrapLogFields(t, zap.Int("bufferSize", bufferSize), + zap.Int64("taskSlot", t.GetSlots()), zap.Any("schema", t.GetSchema()))...) t.manager.Update(t.GetTaskID(), UpdateState(datapb.ImportTaskStateV2_InProgress)) files := lo.Map(t.GetFileStats(), diff --git a/internal/datanode/importv2/util.go b/internal/datanode/importv2/util.go index dceb1e961a..6c24c14475 100644 --- a/internal/datanode/importv2/util.go +++ b/internal/datanode/importv2/util.go @@ -38,7 +38,9 @@ import ( "github.com/milvus-io/milvus/pkg/v2/log" "github.com/milvus-io/milvus/pkg/v2/metrics" "github.com/milvus-io/milvus/pkg/v2/proto/datapb" + "github.com/milvus-io/milvus/pkg/v2/util/hardware" "github.com/milvus-io/milvus/pkg/v2/util/merr" + "github.com/milvus-io/milvus/pkg/v2/util/paramtable" "github.com/milvus-io/milvus/pkg/v2/util/typeutil" ) @@ -545,3 +547,19 @@ func NewMetaCache(req *datapb.ImportRequest) map[string]metacache.MetaCache { } return metaCaches } + +// GetBufferSize returns the memory buffer size required by this task +func GetTaskBufferSize(task Task) int64 { + baseBufferSize := paramtable.Get().DataNodeCfg.ImportBaseBufferSize.GetAsInt() + vchannelNum := len(task.GetVchannels()) + partitionNum := len(task.GetPartitionIDs()) + totalBufferSize := int64(baseBufferSize * vchannelNum * partitionNum) + + percentage := paramtable.Get().DataNodeCfg.ImportMemoryLimitPercentage.GetAsFloat() + memoryLimit := int64(float64(hardware.GetMemoryCount()) * percentage / 100.0) + + if totalBufferSize > memoryLimit { + return memoryLimit + } + return totalBufferSize +} diff --git a/internal/datanode/services.go b/internal/datanode/services.go index 93686652b5..fdc8877ddb 100644 --- a/internal/datanode/services.go +++ b/internal/datanode/services.go @@ -286,6 +286,7 @@ func (node *DataNode) FlushChannels(ctx context.Context, req *datapb.FlushChanne 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("taskSlot", req.GetTaskSlot()), zap.Int64("collectionID", req.GetCollectionID()), zap.Int64s("partitionIDs", req.GetPartitionIDs()), zap.Strings("vchannels", req.GetVchannels()), @@ -321,6 +322,7 @@ func (node *DataNode) PreImport(ctx context.Context, req *datapb.PreImportReques 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("taskSlot", req.GetTaskSlot()), zap.Int64("collectionID", req.GetCollectionID()), zap.Int64s("partitionIDs", req.GetPartitionIDs()), zap.Strings("vchannels", req.GetVchannels()), diff --git a/internal/flushcommon/syncmgr/sync_manager.go b/internal/flushcommon/syncmgr/sync_manager.go index 3951976122..84035c9da5 100644 --- a/internal/flushcommon/syncmgr/sync_manager.go +++ b/internal/flushcommon/syncmgr/sync_manager.go @@ -19,6 +19,7 @@ import ( "github.com/milvus-io/milvus/pkg/v2/config" "github.com/milvus-io/milvus/pkg/v2/log" "github.com/milvus-io/milvus/pkg/v2/util/conc" + "github.com/milvus-io/milvus/pkg/v2/util/hardware" "github.com/milvus-io/milvus/pkg/v2/util/paramtable" "github.com/milvus-io/milvus/pkg/v2/util/typeutil" ) @@ -67,9 +68,10 @@ type syncManager struct { func NewSyncManager(chunkManager storage.ChunkManager) SyncManager { params := paramtable.Get() - initPoolSize := params.DataNodeCfg.MaxParallelSyncMgrTasks.GetAsInt() + cpuNum := hardware.GetCPUNum() + initPoolSize := cpuNum * params.DataNodeCfg.MaxParallelSyncMgrTasksPerCPUCore.GetAsInt() dispatcher := newKeyLockDispatcher[int64](initPoolSize) - log.Info("sync manager initialized", zap.Int("initPoolSize", initPoolSize)) + log.Info("sync manager initialized", zap.Int("initPoolSize", initPoolSize), zap.Int("cpuNum", cpuNum)) syncMgr := &syncManager{ keyLockDispatcher: dispatcher, @@ -80,7 +82,7 @@ func NewSyncManager(chunkManager storage.ChunkManager) SyncManager { // setup config update watcher handler := config.NewHandler("datanode.syncmgr.poolsize", syncMgr.resizeHandler) syncMgr.handler = handler - params.Watch(params.DataNodeCfg.MaxParallelSyncMgrTasks.Key, handler) + params.Watch(params.DataNodeCfg.MaxParallelSyncMgrTasksPerCPUCore.Key, handler) return syncMgr } @@ -90,12 +92,13 @@ func (mgr *syncManager) resizeHandler(evt *config.Event) { zap.String("key", evt.Key), zap.String("value", evt.Value), ) + cpuNum := hardware.GetCPUNum() size, err := strconv.ParseInt(evt.Value, 10, 64) if err != nil { log.Warn("failed to parse new datanode syncmgr pool size", zap.Error(err)) return } - err = mgr.keyLockDispatcher.workerPool.Resize(int(size)) + err = mgr.keyLockDispatcher.workerPool.Resize(cpuNum * int(size)) if err != nil { log.Warn("failed to resize datanode syncmgr pool size", zap.String("key", evt.Key), zap.String("value", evt.Value), zap.Error(err)) return @@ -173,7 +176,7 @@ func (mgr *syncManager) TaskStatsJSON() string { } func (mgr *syncManager) Close() error { - paramtable.Get().Unwatch(paramtable.Get().DataNodeCfg.MaxParallelSyncMgrTasks.Key, mgr.handler) + paramtable.Get().Unwatch(paramtable.Get().DataNodeCfg.MaxParallelSyncMgrTasksPerCPUCore.Key, mgr.handler) timeout := paramtable.Get().CommonCfg.SyncTaskPoolReleaseTimeoutSeconds.GetAsDuration(time.Second) return mgr.workerPool.ReleaseTimeout(timeout) } diff --git a/internal/flushcommon/syncmgr/sync_manager_test.go b/internal/flushcommon/syncmgr/sync_manager_test.go index 14dd1066dd..410c56eb85 100644 --- a/internal/flushcommon/syncmgr/sync_manager_test.go +++ b/internal/flushcommon/syncmgr/sync_manager_test.go @@ -172,7 +172,8 @@ func (s *SyncManagerSuite) TestResizePool() { s.NotZero(cap) params := paramtable.Get() - configKey := params.DataNodeCfg.MaxParallelSyncMgrTasks.Key + configKey := params.DataNodeCfg.MaxParallelSyncMgrTasksPerCPUCore.Key + oldValue := params.DataNodeCfg.MaxParallelSyncMgrTasksPerCPUCore.GetAsInt() syncMgr.resizeHandler(&config.Event{ Key: configKey, @@ -191,7 +192,7 @@ func (s *SyncManagerSuite) TestResizePool() { syncMgr.resizeHandler(&config.Event{ Key: configKey, - Value: strconv.FormatInt(int64(cap*2), 10), + Value: strconv.FormatInt(int64(oldValue*2), 10), HasUpdated: true, }) s.Equal(cap*2, syncMgr.keyLockDispatcher.workerPool.Cap()) diff --git a/pkg/proto/data_coord.proto b/pkg/proto/data_coord.proto index 7df3f9f7fd..3ee1101079 100644 --- a/pkg/proto/data_coord.proto +++ b/pkg/proto/data_coord.proto @@ -828,6 +828,7 @@ message PreImportRequest { repeated internal.ImportFile import_files = 8; repeated common.KeyValuePair options = 9; index.StorageConfig storage_config = 10; + int64 task_slot = 11; } message IDRange { @@ -855,6 +856,7 @@ message ImportRequest { IDRange ID_range = 11; repeated ImportRequestSegment request_segments = 12; index.StorageConfig storage_config = 13; + int64 task_slot = 14; } message QueryPreImportRequest { diff --git a/pkg/proto/datapb/data_coord.pb.go b/pkg/proto/datapb/data_coord.pb.go index c4e6af8575..7a478ba2f1 100644 --- a/pkg/proto/datapb/data_coord.pb.go +++ b/pkg/proto/datapb/data_coord.pb.go @@ -6640,6 +6640,7 @@ type PreImportRequest struct { ImportFiles []*internalpb.ImportFile `protobuf:"bytes,8,rep,name=import_files,json=importFiles,proto3" json:"import_files,omitempty"` Options []*commonpb.KeyValuePair `protobuf:"bytes,9,rep,name=options,proto3" json:"options,omitempty"` StorageConfig *indexpb.StorageConfig `protobuf:"bytes,10,opt,name=storage_config,json=storageConfig,proto3" json:"storage_config,omitempty"` + TaskSlot int64 `protobuf:"varint,11,opt,name=task_slot,json=taskSlot,proto3" json:"task_slot,omitempty"` } func (x *PreImportRequest) Reset() { @@ -6744,6 +6745,13 @@ func (x *PreImportRequest) GetStorageConfig() *indexpb.StorageConfig { return nil } +func (x *PreImportRequest) GetTaskSlot() int64 { + if x != nil { + return x.TaskSlot + } + return 0 +} + type IDRange struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -6880,6 +6888,7 @@ type ImportRequest struct { IDRange *IDRange `protobuf:"bytes,11,opt,name=ID_range,json=IDRange,proto3" json:"ID_range,omitempty"` RequestSegments []*ImportRequestSegment `protobuf:"bytes,12,rep,name=request_segments,json=requestSegments,proto3" json:"request_segments,omitempty"` StorageConfig *indexpb.StorageConfig `protobuf:"bytes,13,opt,name=storage_config,json=storageConfig,proto3" json:"storage_config,omitempty"` + TaskSlot int64 `protobuf:"varint,14,opt,name=task_slot,json=taskSlot,proto3" json:"task_slot,omitempty"` } func (x *ImportRequest) Reset() { @@ -7005,6 +7014,13 @@ func (x *ImportRequest) GetStorageConfig() *indexpb.StorageConfig { return nil } +func (x *ImportRequest) GetTaskSlot() int64 { + if x != nil { + return x.TaskSlot + } + return 0 +} + type QueryPreImportRequest struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -9818,7 +9834,7 @@ var file_data_coord_proto_rawDesc = []byte{ 0x6f, 0x74, 0x6f, 0x2e, 0x64, 0x61, 0x74, 0x61, 0x2e, 0x43, 0x68, 0x61, 0x6e, 0x6e, 0x65, 0x6c, 0x57, 0x61, 0x74, 0x63, 0x68, 0x53, 0x74, 0x61, 0x74, 0x65, 0x52, 0x05, 0x73, 0x74, 0x61, 0x74, 0x65, 0x12, 0x1a, 0x0a, 0x08, 0x70, 0x72, 0x6f, 0x67, 0x72, 0x65, 0x73, 0x73, 0x18, 0x04, 0x20, - 0x01, 0x28, 0x05, 0x52, 0x08, 0x70, 0x72, 0x6f, 0x67, 0x72, 0x65, 0x73, 0x73, 0x22, 0xd0, 0x03, + 0x01, 0x28, 0x05, 0x52, 0x08, 0x70, 0x72, 0x6f, 0x67, 0x72, 0x65, 0x73, 0x73, 0x22, 0xed, 0x03, 0x0a, 0x10, 0x50, 0x72, 0x65, 0x49, 0x6d, 0x70, 0x6f, 0x72, 0x74, 0x52, 0x65, 0x71, 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" + "This parameter represents the sum of file sizes in each group (each ImportTask).", - DefaultValue: "6144", + DefaultValue: "16384", PanicIfEmpty: false, Export: true, } @@ -4973,6 +4975,30 @@ if param targetVecIndexVersion is not set, the default value is -1, which means } p.ImportPreAllocIDExpansionFactor.Init(base.mgr) + p.ImportFileNumPerSlot = ParamItem{ + Key: "dataCoord.import.fileNumPerSlot", + Version: "2.5.15", + Doc: "The files number per slot for pre-import/import task.", + DefaultValue: "1", + PanicIfEmpty: false, + Export: true, + } + p.ImportFileNumPerSlot.Init(base.mgr) + + p.ImportMemoryLimitPerSlot = ParamItem{ + Key: "dataCoord.import.memoryLimitPerSlot", + Version: "2.5.15", + Doc: "The memory limit (in MB) of buffer size per slot for pre-import/import task.", + DefaultValue: "160", + PanicIfEmpty: false, + Export: true, + Formatter: func(value string) string { + bufferSize := getAsFloat(value) + return fmt.Sprintf("%d", int(megaBytes2Bytes(bufferSize))) + }, + } + p.ImportMemoryLimitPerSlot.Init(base.mgr) + p.GracefulStopTimeout = ParamItem{ Key: "dataCoord.gracefulStopTimeout", Version: "2.3.7", @@ -5155,10 +5181,10 @@ if param targetVecIndexVersion is not set, the default value is -1, which means // ///////////////////////////////////////////////////////////////////////////// // --- datanode --- type dataNodeConfig struct { - FlowGraphMaxQueueLength ParamItem `refreshable:"false"` - FlowGraphMaxParallelism ParamItem `refreshable:"false"` - MaxParallelSyncTaskNum ParamItem `refreshable:"false"` - MaxParallelSyncMgrTasks ParamItem `refreshable:"true"` + FlowGraphMaxQueueLength ParamItem `refreshable:"false"` + FlowGraphMaxParallelism ParamItem `refreshable:"false"` + MaxParallelSyncTaskNum ParamItem `refreshable:"false"` + MaxParallelSyncMgrTasksPerCPUCore ParamItem `refreshable:"true"` // skip mode FlowGraphSkipModeEnable ParamItem `refreshable:"true"` @@ -5202,11 +5228,12 @@ type dataNodeConfig struct { ChannelCheckpointUpdateTickInSeconds ParamItem `refreshable:"true"` // import - MaxConcurrentImportTaskNum ParamItem `refreshable:"true"` - MaxImportFileSizeInGB ParamItem `refreshable:"true"` - ImportInsertBufferSize ParamItem `refreshable:"true"` - ImportDeleteBufferSize ParamItem `refreshable:"true"` - MaxTaskSlotNum ParamItem `refreshable:"true"` + ImportConcurrencyPerCPUCore ParamItem `refreshable:"true"` + MaxImportFileSizeInGB ParamItem `refreshable:"true"` + ImportBaseBufferSize ParamItem `refreshable:"true"` + ImportDeleteBufferSize ParamItem `refreshable:"true"` + MaxTaskSlotNum ParamItem `refreshable:"true"` + ImportMemoryLimitPercentage ParamItem `refreshable:"true"` // Compaction L0BatchMemoryRatio ParamItem `refreshable:"true"` @@ -5292,22 +5319,22 @@ func (p *dataNodeConfig) init(base *BaseTable) { } p.MaxParallelSyncTaskNum.Init(base.mgr) - p.MaxParallelSyncMgrTasks = ParamItem{ - Key: "dataNode.dataSync.maxParallelSyncMgrTasks", + p.MaxParallelSyncMgrTasksPerCPUCore = ParamItem{ + Key: "dataNode.dataSync.maxParallelSyncMgrTasksPerCPUCore", Version: "2.3.4", - DefaultValue: "64", - Doc: "The max concurrent sync task number of datanode sync mgr globally", + DefaultValue: "16", + Doc: "The max concurrent sync task number of datanode sync mgr per CPU core", Formatter: func(v string) string { concurrency := getAsInt(v) if concurrency < 1 { - log.Warn("positive parallel task number, reset to default 64", zap.String("value", v)) - return "64" // MaxParallelSyncMgrTasks must >= 1 + log.Warn("positive parallel task number, reset to default 16", zap.String("value", v)) + return "16" // MaxParallelSyncMgrTasksPerCPUCore must >= 1 } return strconv.FormatInt(int64(concurrency), 10) }, Export: true, } - p.MaxParallelSyncMgrTasks.Init(base.mgr) + p.MaxParallelSyncMgrTasksPerCPUCore.Init(base.mgr) p.FlushInsertBufferSize = ParamItem{ Key: "dataNode.segment.insertBufSize", @@ -5492,15 +5519,15 @@ if this parameter <= 0, will set it as 10`, } p.ChannelCheckpointUpdateTickInSeconds.Init(base.mgr) - p.MaxConcurrentImportTaskNum = ParamItem{ - Key: "dataNode.import.maxConcurrentTaskNum", + p.ImportConcurrencyPerCPUCore = ParamItem{ + Key: "dataNode.import.concurrencyPerCPUCore", Version: "2.4.0", - Doc: "The maximum number of import/pre-import tasks allowed to run concurrently on a datanode.", - DefaultValue: "16", + Doc: "The execution concurrency unit for import/pre-import tasks per CPU core.", + DefaultValue: "4", PanicIfEmpty: false, Export: true, } - p.MaxConcurrentImportTaskNum.Init(base.mgr) + p.ImportConcurrencyPerCPUCore.Init(base.mgr) p.MaxImportFileSizeInGB = ParamItem{ Key: "dataNode.import.maxImportFileSizeInGB", @@ -5512,11 +5539,11 @@ if this parameter <= 0, will set it as 10`, } p.MaxImportFileSizeInGB.Init(base.mgr) - p.ImportInsertBufferSize = ParamItem{ + p.ImportBaseBufferSize = ParamItem{ Key: "dataNode.import.readBufferSizeInMB", Version: "2.4.0", - Doc: "The insert buffer size (in MB) during import.", - DefaultValue: "64", + Doc: "The base insert buffer size (in MB) during import. The actual buffer size will be dynamically calculated based on the number of shards.", + DefaultValue: "16", Formatter: func(v string) string { bufferSize := getAsFloat(v) return fmt.Sprintf("%d", int(megaBytes2Bytes(bufferSize))) @@ -5524,7 +5551,7 @@ if this parameter <= 0, will set it as 10`, PanicIfEmpty: false, Export: true, } - p.ImportInsertBufferSize.Init(base.mgr) + p.ImportBaseBufferSize.Init(base.mgr) p.ImportDeleteBufferSize = ParamItem{ Key: "dataNode.import.readDeleteBufferSizeInMB", @@ -5550,6 +5577,24 @@ if this parameter <= 0, will set it as 10`, } p.MaxTaskSlotNum.Init(base.mgr) + p.ImportMemoryLimitPercentage = ParamItem{ + Key: "dataNode.import.memoryLimitPercentage", + Version: "2.5.15", + Doc: "The percentage of memory limit for import/pre-import tasks.", + DefaultValue: "20", + PanicIfEmpty: false, + Export: true, + Formatter: func(v string) string { + percentage := getAsFloat(v) + if percentage <= 0 || percentage > 100 { + log.Warn("invalid import memory limit percentage, using default 20%") + return "20" + } + return fmt.Sprintf("%f", percentage) + }, + } + p.ImportMemoryLimitPercentage.Init(base.mgr) + p.L0BatchMemoryRatio = ParamItem{ Key: "dataNode.compaction.levelZeroBatchMemoryRatio", Version: "2.4.0", diff --git a/pkg/util/paramtable/component_param_test.go b/pkg/util/paramtable/component_param_test.go index d6319bdc6f..b7bf82e4ac 100644 --- a/pkg/util/paramtable/component_param_test.go +++ b/pkg/util/paramtable/component_param_test.go @@ -516,13 +516,15 @@ func TestComponentParam(t *testing.T) { assert.Equal(t, false, Params.AutoUpgradeSegmentIndex.GetAsBool()) assert.Equal(t, 2, Params.FilesPerPreImportTask.GetAsInt()) assert.Equal(t, 10800*time.Second, Params.ImportTaskRetention.GetAsDuration(time.Second)) - assert.Equal(t, 6144, Params.MaxSizeInMBPerImportTask.GetAsInt()) + assert.Equal(t, 16384, Params.MaxSizeInMBPerImportTask.GetAsInt()) assert.Equal(t, 2*time.Second, Params.ImportScheduleInterval.GetAsDuration(time.Second)) assert.Equal(t, 2*time.Second, Params.ImportCheckIntervalHigh.GetAsDuration(time.Second)) assert.Equal(t, 120*time.Second, Params.ImportCheckIntervalLow.GetAsDuration(time.Second)) assert.Equal(t, 1024, Params.MaxFilesPerImportReq.GetAsInt()) assert.Equal(t, 1024, Params.MaxImportJobNum.GetAsInt()) assert.Equal(t, true, Params.WaitForIndex.GetAsBool()) + assert.Equal(t, 1, Params.ImportFileNumPerSlot.GetAsInt()) + assert.Equal(t, 160*1024*1024, Params.ImportMemoryLimitPerSlot.GetAsInt()) params.Save("datacoord.gracefulStopTimeout", "100") assert.Equal(t, 100*time.Second, Params.GracefulStopTimeout.GetAsDuration(time.Second)) @@ -593,6 +595,10 @@ func TestComponentParam(t *testing.T) { maxParallelSyncTaskNum := Params.MaxParallelSyncTaskNum.GetAsInt() t.Logf("maxParallelSyncTaskNum: %d", maxParallelSyncTaskNum) + maxParallelSyncMgrTasksPerCPUCore := Params.MaxParallelSyncMgrTasksPerCPUCore.GetAsInt() + t.Logf("maxParallelSyncMgrTasksPerCPUCore: %d", maxParallelSyncMgrTasksPerCPUCore) + assert.Equal(t, 16, maxParallelSyncMgrTasksPerCPUCore) + size := Params.FlushInsertBufferSize.GetAsInt() t.Logf("FlushInsertBufferSize: %d", size) @@ -610,13 +616,12 @@ func TestComponentParam(t *testing.T) { assert.Equal(t, 128, Params.MaxChannelCheckpointsPerRPC.GetAsInt()) assert.Equal(t, 10*time.Second, Params.ChannelCheckpointUpdateTickInSeconds.GetAsDuration(time.Second)) - maxConcurrentImportTaskNum := Params.MaxConcurrentImportTaskNum.GetAsInt() - t.Logf("maxConcurrentImportTaskNum: %d", maxConcurrentImportTaskNum) - assert.Equal(t, 16, maxConcurrentImportTaskNum) + assert.Equal(t, 4, Params.ImportConcurrencyPerCPUCore.GetAsInt()) assert.Equal(t, int64(16), Params.MaxImportFileSizeInGB.GetAsInt64()) - assert.Equal(t, 64*1024*1024, Params.ImportInsertBufferSize.GetAsInt()) + assert.Equal(t, 16*1024*1024, Params.ImportBaseBufferSize.GetAsInt()) assert.Equal(t, 16*1024*1024, Params.ImportDeleteBufferSize.GetAsInt()) assert.Equal(t, 16, Params.MaxTaskSlotNum.GetAsInt()) + assert.Equal(t, 20.0, Params.ImportMemoryLimitPercentage.GetAsFloat()) params.Save("datanode.gracefulStopTimeout", "100") assert.Equal(t, 100*time.Second, Params.GracefulStopTimeout.GetAsDuration(time.Second)) assert.Equal(t, 16, Params.SlotCap.GetAsInt()) diff --git a/tests/integration/import/auto_id_test.go b/tests/integration/import/auto_id_test.go index 494cf923e9..3673ce0187 100644 --- a/tests/integration/import/auto_id_test.go +++ b/tests/integration/import/auto_id_test.go @@ -179,7 +179,7 @@ func (s *BulkInsertSuite) runTestAutoID() { func (s *BulkInsertSuite) TestAutoID() { // make buffer size small to trigger multiple sync revertGuard := s.Cluster.MustModifyMilvusConfig(map[string]string{ - paramtable.Get().DataNodeCfg.ImportInsertBufferSize.Key: "0.000001", + paramtable.Get().DataNodeCfg.ImportBaseBufferSize.Key: "0.000001", }) defer revertGuard()