From c01fd94a6aa0a8f6e3c1d86987b8ca6d78e94f11 Mon Sep 17 00:00:00 2001 From: congqixia Date: Mon, 24 Nov 2025 19:57:07 +0800 Subject: [PATCH] enhance: integrate Storage V2 FFI interface for unified storage access (#45723) Related #44956 This commit integrates the Storage V2 FFI (Foreign Function Interface) interface throughout the Milvus codebase, enabling unified storage access through the Loon FFI layer. This is a significant step towards standardizing storage operations across different storage versions. 1. Configuration Support - **configs/milvus.yaml**: Added `useLoonFFI` configuration flag under `common.storage.file.splitByAvgSize` section - Allows runtime toggle between traditional binlog readers and new FFI-based manifest readers - Default: `false` (maintains backward compatibility) 2. Core FFI Infrastructure Enhanced Utilities (internal/core/src/storage/loon_ffi/util.cpp/h) - **ToCStorageConfig()**: Converts Go's `StorageConfig` to C's `CStorageConfig` struct for FFI calls - **GetManifest()**: Parses manifest JSON and retrieves latest column groups using FFI - Accepts manifest path with `base_path` and `ver` fields - Calls `get_latest_column_groups()` FFI function - Returns column group information as string - Comprehensive error handling for JSON parsing and FFI errors 3. Dependency Updates - **internal/core/thirdparty/milvus-storage/CMakeLists.txt**: - Updated milvus-storage version from `0883026` to `302143c` - Ensures compatibility with latest FFI interfaces 4. Data Coordinator Changes All compaction task builders now include manifest path in segment binlogs: - **compaction_task_clustering.go**: Added `Manifest: segInfo.GetManifestPath()` to segment binlogs - **compaction_task_l0.go**: Added manifest path to both L0 segment selection and compaction plan building - **compaction_task_mix.go**: Added manifest path to mixed compaction segment binlogs - **meta.go**: Updated metadata completion logic: - `completeClusterCompactionMutation()`: Set `ManifestPath` in new segment info - `completeMixCompactionMutation()`: Preserve manifest path in compacted segments - `completeSortCompactionMutation()`: Include manifest path in sorted segments 5. Data Node Compactor Enhancements All compactors updated to support dual-mode reading (binlog vs manifest): 6. Flush & Sync Manager Updates Pack Writer V2 (pack_writer_v2.go) - **BulkPackWriterV2.Write()**: Extended return signature to include `manifest string` - Implementation: - Generate manifest path: `path.Join(pack.segmentID, "manifest.json")` - Write packed data using FFI-based writer - Return manifest path along with binlogs, deltas, and stats Task Handling (task.go) - Updated all sync task result handling to accommodate new manifest return value - Ensured backward compatibility for callers not using manifest 7. Go Storage Layer Integration New Interfaces and Implementations - **record_reader.go**: Interface for unified record reading across storage versions - **record_writer.go**: Interface for unified record writing across storage versions - **binlog_record_writer.go**: Concrete implementation for traditional binlog-based writing Enhanced Schema Support (schema.go, schema_test.go) - Schema conversion utilities to support FFI-based storage operations - Ensures proper Arrow schema mapping for V2 storage Serialization Updates - **serde.go, serde_events.go, serde_events_v2.go**: Updated to work with new reader/writer interfaces - Test files updated to validate dual-mode serialization 8. Storage V2 Packed Format FFI Common (storagev2/packed/ffi_common.go) - Common FFI utilities and type conversions for packed storage format Packed Writer FFI (storagev2/packed/packed_writer_ffi.go) - FFI-based implementation of packed writer - Integrates with Loon storage layer for efficient columnar writes Packed Reader FFI (storagev2/packed/packed_reader_ffi.go) - Already existed, now complemented by writer implementation 9. Protocol Buffer Updates data_coord.proto & datapb/data_coord.pb.go - Added `manifest` field to compaction segment messages - Enables passing manifest metadata through compaction pipeline worker.proto & workerpb/worker.pb.go - Added compaction parameter for `useLoonFFI` flag - Allows workers to receive FFI configuration from coordinator 10. Parameter Configuration component_param.go - Added `UseLoonFFI` parameter to compaction configuration - Reads from `common.storage.file.useLoonFFI` config path - Default: `false` for safe rollout 11. Test Updates - **clustering_compactor_storage_v2_test.go**: Updated signatures to handle manifest return value - **mix_compactor_storage_v2_test.go**: Updated test helpers for manifest support - **namespace_compactor_test.go**: Adjusted writer calls to expect manifest - **pack_writer_v2_test.go**: Validated manifest generation in pack writing This integration follows a **dual-mode approach**: 1. **Legacy Path**: Traditional binlog-based reading/writing (when `useLoonFFI=false` or no manifest) 2. **FFI Path**: Manifest-based reading/writing through Loon FFI (when `useLoonFFI=true` and manifest exists) --------- Signed-off-by: Congqi Xia --- configs/milvus.yaml | 1 + internal/compaction/params.go | 2 + .../src/storage/loon_ffi/ffi_writer_c.cpp | 0 .../core/src/storage/loon_ffi/ffi_writer_c.h | 13 + internal/core/src/storage/loon_ffi/util.cpp | 65 + internal/core/src/storage/loon_ffi/util.h | 10 +- .../thirdparty/milvus-storage/CMakeLists.txt | 2 +- .../datacoord/compaction_task_clustering.go | 1 + internal/datacoord/compaction_task_l0.go | 2 + internal/datacoord/compaction_task_mix.go | 1 + internal/datacoord/meta.go | 5 +- .../compactor/clustering_compactor.go | 89 +- .../clustering_compactor_storage_v2_test.go | 5 +- internal/datanode/compactor/merge_sort.go | 31 +- internal/datanode/compactor/mix_compactor.go | 30 +- .../mix_compactor_storage_v2_test.go | 7 +- .../compactor/namespace_compactor_test.go | 2 +- internal/datanode/compactor/segment_writer.go | 3 +- .../datanode/compactor/sort_compaction.go | 32 +- internal/datanode/index/task_stats.go | 2 +- .../flushcommon/syncmgr/pack_writer_v2.go | 110 +- .../syncmgr/pack_writer_v2_test.go | 10 +- internal/flushcommon/syncmgr/task.go | 2 +- internal/storage/binlog_record_writer.go | 456 +++ internal/storage/record_reader.go | 334 +++ internal/storage/record_writer.go | 370 +++ internal/storage/rw.go | 72 +- internal/storage/rw_test.go | 4 +- internal/storage/schema.go | 13 +- internal/storage/schema_test.go | 4 +- internal/storage/serde.go | 5 - internal/storage/serde_events.go | 283 +- internal/storage/serde_events_test.go | 2 +- internal/storage/serde_events_v2.go | 516 ---- internal/storage/serde_test.go | 2 +- internal/storagev2/packed/ffi_common.go | 215 ++ .../storagev2/packed/packed_reader_ffi.go | 28 + .../storagev2/packed/packed_writer_ffi.go | 181 ++ internal/storagev2/packed/type.go | 6 + pkg/proto/data_coord.proto | 2 + pkg/proto/datapb/data_coord.pb.go | 2646 +++++++++-------- pkg/proto/worker.proto | 1 + pkg/proto/workerpb/worker.pb.go | 845 +++--- pkg/util/paramtable/component_param.go | 9 + 44 files changed, 3764 insertions(+), 2655 deletions(-) create mode 100644 internal/core/src/storage/loon_ffi/ffi_writer_c.cpp create mode 100644 internal/core/src/storage/loon_ffi/ffi_writer_c.h create mode 100644 internal/storage/binlog_record_writer.go create mode 100644 internal/storage/record_reader.go create mode 100644 internal/storage/record_writer.go create mode 100644 internal/storagev2/packed/ffi_common.go create mode 100644 internal/storagev2/packed/packed_writer_ffi.go diff --git a/configs/milvus.yaml b/configs/milvus.yaml index d8ac653a8b..6103b48166 100644 --- a/configs/milvus.yaml +++ b/configs/milvus.yaml @@ -1009,6 +1009,7 @@ common: splitByAvgSize: enabled: false # enable split by average size policy in storage v2 threshold: 1024 # split by average size policy threshold(in bytes) in storage v2 + useLoonFFI: false # Whether to disable the internal time messaging mechanism for the system. # If disabled (set to false), the system will not allow DML operations, including insertion, deletion, queries, and searches. # This helps Milvus-CDC synchronize incremental data diff --git a/internal/compaction/params.go b/internal/compaction/params.go index 608a3a2579..8c707cfb76 100644 --- a/internal/compaction/params.go +++ b/internal/compaction/params.go @@ -31,6 +31,7 @@ type Params struct { PreferSegmentSizeRatio float64 `json:"prefer_segment_size_ratio,omitempty"` BloomFilterApplyBatchSize int `json:"bloom_filter_apply_batch_size,omitempty"` StorageConfig *indexpb.StorageConfig `json:"storage_config,omitempty"` + UseLoonFFI bool `json:"use_loon_ffi,omitempty"` } func GenParams() Params { @@ -46,6 +47,7 @@ func GenParams() Params { PreferSegmentSizeRatio: paramtable.Get().DataCoordCfg.ClusteringCompactionPreferSegmentSizeRatio.GetAsFloat(), BloomFilterApplyBatchSize: paramtable.Get().CommonCfg.BloomFilterApplyBatchSize.GetAsInt(), StorageConfig: CreateStorageConfig(), + UseLoonFFI: paramtable.Get().CommonCfg.UseLoonFFI.GetAsBool(), } } diff --git a/internal/core/src/storage/loon_ffi/ffi_writer_c.cpp b/internal/core/src/storage/loon_ffi/ffi_writer_c.cpp new file mode 100644 index 0000000000..e69de29bb2 diff --git a/internal/core/src/storage/loon_ffi/ffi_writer_c.h b/internal/core/src/storage/loon_ffi/ffi_writer_c.h new file mode 100644 index 0000000000..bcfa1e5354 --- /dev/null +++ b/internal/core/src/storage/loon_ffi/ffi_writer_c.h @@ -0,0 +1,13 @@ +// Copyright 2023 Zilliz +// +// Licensed 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. diff --git a/internal/core/src/storage/loon_ffi/util.cpp b/internal/core/src/storage/loon_ffi/util.cpp index f7a1746a85..04d7ac79d7 100644 --- a/internal/core/src/storage/loon_ffi/util.cpp +++ b/internal/core/src/storage/loon_ffi/util.cpp @@ -17,11 +17,14 @@ #include #include #include +#include #include "common/common_type_c.h" #include "common/type_c.h" #include "milvus-storage/properties.h" #include "storage/loon_ffi/util.h" +using json = nlohmann::json; + std::shared_ptr MakePropertiesFromStorageConfig(CStorageConfig c_storage_config) { // Prepare key-value pairs from CStorageConfig @@ -117,4 +120,66 @@ MakePropertiesFromStorageConfig(CStorageConfig c_storage_config) { FreeFFIResult(&result); return properties; +} + +CStorageConfig +ToCStorageConfig(const milvus::storage::StorageConfig& config) { + return CStorageConfig{config.address.c_str(), + config.bucket_name.c_str(), + config.access_key_id.c_str(), + config.access_key_value.c_str(), + config.root_path.c_str(), + config.storage_type.c_str(), + config.cloud_provider.c_str(), + config.iam_endpoint.c_str(), + config.log_level.c_str(), + config.region.c_str(), + config.useSSL, + config.sslCACert.c_str(), + config.useIAM, + config.useVirtualHost, + config.requestTimeoutMs, + config.gcp_credential_json.c_str(), + false, // this field does not exist in StorageConfig + config.max_connections}; +} + +std::string +GetManifest(const std::string& path, + const std::shared_ptr& properties) { + try { + // Parse the JSON string + json j = json::parse(path); + + // Extract base_path and ver fields + std::string base_path = j.at("base_path").get(); + int64_t ver = j.at("ver").get(); + + // return std::make_pair(base_path, ver); + char* out_column_groups = nullptr; + int64_t out_read_version = 0; + FFIResult result = get_latest_column_groups(base_path.c_str(), + properties.get(), + &out_column_groups, + &out_read_version); + if (!IsSuccess(&result)) { + auto message = GetErrorMessage(&result); + // Copy the error message before freeing the FFIResult + std::string error_msg = message ? message : "Unknown error"; + FreeFFIResult(&result); + throw std::runtime_error(error_msg); + } + + FreeFFIResult(&result); + return {out_column_groups}; + } catch (const json::parse_error& e) { + throw std::runtime_error( + std::string("Failed to parse manifest JSON: ") + e.what()); + } catch (const json::out_of_range& e) { + throw std::runtime_error( + std::string("Missing required field in manifest: ") + e.what()); + } catch (const json::type_error& e) { + throw std::runtime_error( + std::string("Invalid field type in manifest: ") + e.what()); + } } \ No newline at end of file diff --git a/internal/core/src/storage/loon_ffi/util.h b/internal/core/src/storage/loon_ffi/util.h index df893f7887..8cd144dff9 100644 --- a/internal/core/src/storage/loon_ffi/util.h +++ b/internal/core/src/storage/loon_ffi/util.h @@ -15,6 +15,7 @@ #include "common/common_type_c.h" #include "common/type_c.h" #include "milvus-storage/ffi_c.h" +#include "storage/Types.h" /** * @brief Creates a shared pointer to Properties from CStorageConfig @@ -35,4 +36,11 @@ * @throws std::runtime_error If properties_create fails with error message from FFI */ std::shared_ptr -MakePropertiesFromStorageConfig(CStorageConfig c_storage_config); \ No newline at end of file +MakePropertiesFromStorageConfig(CStorageConfig c_storage_config); + +CStorageConfig +ToCStorageConfig(const milvus::storage::StorageConfig& config); + +std::string +GetManifest(const std::string& path, + const std::shared_ptr& properties); \ No newline at end of file diff --git a/internal/core/thirdparty/milvus-storage/CMakeLists.txt b/internal/core/thirdparty/milvus-storage/CMakeLists.txt index f5f544f477..f0c6873dc5 100644 --- a/internal/core/thirdparty/milvus-storage/CMakeLists.txt +++ b/internal/core/thirdparty/milvus-storage/CMakeLists.txt @@ -14,7 +14,7 @@ # Update milvus-storage_VERSION for the first occurrence milvus_add_pkg_config("milvus-storage") set_property(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR} PROPERTY INCLUDE_DIRECTORIES "") -set( milvus-storage_VERSION 0883026) +set( milvus-storage_VERSION 302143c) set( GIT_REPOSITORY "https://github.com/milvus-io/milvus-storage.git") message(STATUS "milvus-storage repo: ${GIT_REPOSITORY}") message(STATUS "milvus-storage version: ${milvus-storage_VERSION}") diff --git a/internal/datacoord/compaction_task_clustering.go b/internal/datacoord/compaction_task_clustering.go index cd8c29af56..31e540ef5e 100644 --- a/internal/datacoord/compaction_task_clustering.go +++ b/internal/datacoord/compaction_task_clustering.go @@ -377,6 +377,7 @@ func (t *clusteringCompactionTask) BuildCompactionRequest() (*datapb.CompactionP Deltalogs: segInfo.GetDeltalogs(), IsSorted: segInfo.GetIsSorted(), StorageVersion: segInfo.GetStorageVersion(), + Manifest: segInfo.GetManifestPath(), }) } WrapPluginContext(taskProto.GetCollectionID(), taskProto.GetSchema().GetProperties(), plan) diff --git a/internal/datacoord/compaction_task_l0.go b/internal/datacoord/compaction_task_l0.go index c06673baf7..622f189962 100644 --- a/internal/datacoord/compaction_task_l0.go +++ b/internal/datacoord/compaction_task_l0.go @@ -302,6 +302,7 @@ func (t *l0CompactionTask) selectFlushedSegment() ([]*SegmentInfo, []*datapb.Com CollectionID: info.GetCollectionID(), PartitionID: info.GetPartitionID(), IsSorted: info.GetIsSorted(), + Manifest: info.GetManifestPath(), }) } @@ -341,6 +342,7 @@ func (t *l0CompactionTask) BuildCompactionRequest() (*datapb.CompactionPlan, err InsertChannel: segInfo.GetInsertChannel(), Deltalogs: segInfo.GetDeltalogs(), IsSorted: segInfo.GetIsSorted(), + Manifest: segInfo.GetManifestPath(), }) segments = append(segments, segInfo) } diff --git a/internal/datacoord/compaction_task_mix.go b/internal/datacoord/compaction_task_mix.go index 329b6f0d89..eccacc8313 100644 --- a/internal/datacoord/compaction_task_mix.go +++ b/internal/datacoord/compaction_task_mix.go @@ -402,6 +402,7 @@ func (t *mixCompactionTask) BuildCompactionRequest() (*datapb.CompactionPlan, er Deltalogs: segInfo.GetDeltalogs(), IsSorted: segInfo.GetIsSorted(), StorageVersion: segInfo.GetStorageVersion(), + Manifest: segInfo.GetManifestPath(), }) segIDMap[segID] = segInfo.GetDeltalogs() segments = append(segments, segInfo) diff --git a/internal/datacoord/meta.go b/internal/datacoord/meta.go index f45ce1e7fb..e56b3493c4 100644 --- a/internal/datacoord/meta.go +++ b/internal/datacoord/meta.go @@ -1710,6 +1710,7 @@ func (m *meta) completeClusterCompactionMutation(t *datapb.CompactionTask, resul // visible after stats and index IsInvisible: true, StorageVersion: seg.GetStorageVersion(), + ManifestPath: seg.GetManifest(), } segment := NewSegmentInfo(segmentInfo) compactToSegInfos = append(compactToSegInfos, segment) @@ -1810,7 +1811,8 @@ func (m *meta) completeMixCompactionMutation( DmlPosition: getMinPosition(lo.Map(compactFromSegInfos, func(info *SegmentInfo, _ int) *msgpb.MsgPosition { return info.GetDmlPosition() })), - IsSorted: compactToSegment.GetIsSorted(), + IsSorted: compactToSegment.GetIsSorted(), + ManifestPath: compactToSegment.GetManifest(), }) if compactToSegmentInfo.GetNumOfRows() == 0 { @@ -2300,6 +2302,7 @@ func (m *meta) completeSortCompactionMutation( Deltalogs: resultSegment.GetDeltalogs(), CompactionFrom: []int64{compactFromSegID}, IsSorted: true, + ManifestPath: resultSegment.GetManifest(), } segment := NewSegmentInfo(segmentInfo) diff --git a/internal/datanode/compactor/clustering_compactor.go b/internal/datanode/compactor/clustering_compactor.go index 0a99890012..2ec8a6a2d8 100644 --- a/internal/datanode/compactor/clustering_compactor.go +++ b/internal/datanode/compactor/clustering_compactor.go @@ -344,7 +344,8 @@ func (t *clusteringCompactionTask) getScalarAnalyzeResult(ctx context.Context) e t.plan.GetMaxSize(), t.plan.GetSchema(), t.compactionParams, t.plan.MaxSegmentRows, t.partitionID, t.collectionID, t.plan.Channel, 100, storage.WithBufferSize(t.bufferSize), - storage.WithStorageConfig(t.compactionParams.StorageConfig)) + storage.WithStorageConfig(t.compactionParams.StorageConfig), + storage.WithUseLoonFFI(t.compactionParams.UseLoonFFI)) if err != nil { return err } @@ -367,7 +368,8 @@ func (t *clusteringCompactionTask) getScalarAnalyzeResult(ctx context.Context) e t.plan.GetMaxSize(), t.plan.GetSchema(), t.compactionParams, t.plan.MaxSegmentRows, t.partitionID, t.collectionID, t.plan.Channel, 100, storage.WithBufferSize(t.bufferSize), - storage.WithStorageConfig(t.compactionParams.StorageConfig)) + storage.WithStorageConfig(t.compactionParams.StorageConfig), + storage.WithUseLoonFFI(t.compactionParams.UseLoonFFI)) if err != nil { return err } @@ -427,7 +429,8 @@ func (t *clusteringCompactionTask) generatedVectorPlan(ctx context.Context, buff t.plan.GetMaxSize(), t.plan.GetSchema(), t.compactionParams, t.plan.MaxSegmentRows, t.partitionID, t.collectionID, t.plan.Channel, 100, storage.WithBufferSize(t.bufferSize), - storage.WithStorageConfig(t.compactionParams.StorageConfig)) + storage.WithStorageConfig(t.compactionParams.StorageConfig), + storage.WithUseLoonFFI(t.compactionParams.UseLoonFFI)) if err != nil { return err } @@ -497,6 +500,7 @@ func (t *clusteringCompactionTask) mapping(ctx context.Context, Deltalogs: segment.Deltalogs, FieldBinlogs: segment.FieldBinlogs, StorageVersion: segment.StorageVersion, + Manifest: segment.GetManifest(), } future := t.mappingPool.Submit(func() (any, error) { err := t.mappingSegment(ctx, segmentClone) @@ -605,17 +609,33 @@ func (t *clusteringCompactionTask) mappingSegment( return merr.WrapErrIllegalCompactionPlan() } - rr, err := storage.NewBinlogRecordReader(ctx, - segment.GetFieldBinlogs(), - t.plan.Schema, - storage.WithDownloader(func(ctx context.Context, paths []string) ([][]byte, error) { - return t.binlogIO.Download(ctx, paths) - }), - storage.WithCollectionID(t.GetCollection()), - storage.WithVersion(segment.StorageVersion), - storage.WithBufferSize(t.bufferSize), - storage.WithStorageConfig(t.compactionParams.StorageConfig), - ) + var rr storage.RecordReader + if segment.GetManifest() != "" { + rr, err = storage.NewManifestRecordReader(ctx, + segment.GetManifest(), + t.plan.Schema, + storage.WithDownloader(func(ctx context.Context, paths []string) ([][]byte, error) { + return t.binlogIO.Download(ctx, paths) + }), + storage.WithCollectionID(t.GetCollection()), + storage.WithVersion(segment.StorageVersion), + storage.WithBufferSize(t.bufferSize), + storage.WithStorageConfig(t.compactionParams.StorageConfig), + ) + } else { + rr, err = storage.NewBinlogRecordReader(ctx, + segment.GetFieldBinlogs(), + t.plan.Schema, + storage.WithDownloader(func(ctx context.Context, paths []string) ([][]byte, error) { + return t.binlogIO.Download(ctx, paths) + }), + storage.WithCollectionID(t.GetCollection()), + storage.WithVersion(segment.StorageVersion), + storage.WithBufferSize(t.bufferSize), + storage.WithStorageConfig(t.compactionParams.StorageConfig), + ) + } + if err != nil { log.Warn("new binlog record reader wrong", zap.Error(err)) return err @@ -902,18 +922,35 @@ func (t *clusteringCompactionTask) scalarAnalyzeSegment( log.Warn("unsupported storage version", zap.Int64("storage version", segment.GetStorageVersion())) return nil, fmt.Errorf("unsupported storage version %d", segment.GetStorageVersion()) } - rr, err := storage.NewBinlogRecordReader(ctx, - binlogs, - t.plan.GetSchema(), - storage.WithDownloader(func(ctx context.Context, paths []string) ([][]byte, error) { - return t.binlogIO.Download(ctx, paths) - }), - storage.WithVersion(segment.StorageVersion), - storage.WithBufferSize(t.bufferSize), - storage.WithStorageConfig(t.compactionParams.StorageConfig), - storage.WithNeededFields(requiredFields), - storage.WithCollectionID(t.GetCollection()), - ) + var rr storage.RecordReader + var err error + if segment.GetManifest() != "" { + rr, err = storage.NewManifestRecordReader(ctx, + segment.GetManifest(), + t.plan.GetSchema(), + storage.WithDownloader(func(ctx context.Context, paths []string) ([][]byte, error) { + return t.binlogIO.Download(ctx, paths) + }), + storage.WithVersion(segment.StorageVersion), + storage.WithBufferSize(t.bufferSize), + storage.WithStorageConfig(t.compactionParams.StorageConfig), + storage.WithNeededFields(requiredFields), + storage.WithCollectionID(t.GetCollection()), + ) + } else { + rr, err = storage.NewBinlogRecordReader(ctx, + binlogs, + t.plan.GetSchema(), + storage.WithDownloader(func(ctx context.Context, paths []string) ([][]byte, error) { + return t.binlogIO.Download(ctx, paths) + }), + storage.WithVersion(segment.StorageVersion), + storage.WithBufferSize(t.bufferSize), + storage.WithStorageConfig(t.compactionParams.StorageConfig), + storage.WithNeededFields(requiredFields), + storage.WithCollectionID(t.GetCollection()), + ) + } if err != nil { log.Warn("new binlog record reader wrong", zap.Error(err)) return make(map[interface{}]int64), err diff --git a/internal/datanode/compactor/clustering_compactor_storage_v2_test.go b/internal/datanode/compactor/clustering_compactor_storage_v2_test.go index 60608e78f3..4cee0b77e4 100644 --- a/internal/datanode/compactor/clustering_compactor_storage_v2_test.go +++ b/internal/datanode/compactor/clustering_compactor_storage_v2_test.go @@ -86,7 +86,7 @@ func (s *ClusteringCompactionTaskStorageV2Suite) TestScalarCompactionNormal() { func (s *ClusteringCompactionTaskStorageV2Suite) TestScalarCompactionNormal_V2ToV2Format() { var segmentID int64 = 1001 - fBinlogs, deltalogs, _, _, _, err := s.initStorageV2Segments(10240, segmentID) + fBinlogs, deltalogs, _, _, _, _, err := s.initStorageV2Segments(10240, segmentID) s.NoError(err) dblobs, err := getInt64DeltaBlobs( @@ -149,7 +149,7 @@ func (s *ClusteringCompactionTaskStorageV2Suite) TestScalarCompactionNormal_V2To var segmentID int64 = 1001 - fBinlogs, deltalogs, _, _, _, err := s.initStorageV2Segments(10240, segmentID) + fBinlogs, deltalogs, _, _, _, _, err := s.initStorageV2Segments(10240, segmentID) s.NoError(err) dblobs, err := getInt64DeltaBlobs( @@ -263,6 +263,7 @@ func (s *ClusteringCompactionTaskStorageV2Suite) initStorageV2Segments(rows int, deltas *datapb.FieldBinlog, stats map[int64]*datapb.FieldBinlog, bm25Stats map[int64]*datapb.FieldBinlog, + manifest string, size int64, err error, ) { diff --git a/internal/datanode/compactor/merge_sort.go b/internal/datanode/compactor/merge_sort.go index 082c6a8b28..5036bbf696 100644 --- a/internal/datanode/compactor/merge_sort.go +++ b/internal/datanode/compactor/merge_sort.go @@ -44,7 +44,8 @@ func mergeSortMultipleSegments(ctx context.Context, logIDAlloc := allocator.NewLocalAllocator(plan.GetPreAllocatedLogIDs().GetBegin(), plan.GetPreAllocatedLogIDs().GetEnd()) compAlloc := NewCompactionAllocator(segIDAlloc, logIDAlloc) writer, err := NewMultiSegmentWriter(ctx, binlogIO, compAlloc, plan.GetMaxSize(), plan.GetSchema(), compactionParams, maxRows, partitionID, collectionID, plan.GetChannel(), 4096, - storage.WithStorageConfig(compactionParams.StorageConfig)) + storage.WithStorageConfig(compactionParams.StorageConfig), + storage.WithUseLoonFFI(compactionParams.UseLoonFFI)) if err != nil { return nil, err } @@ -58,14 +59,26 @@ func mergeSortMultipleSegments(ctx context.Context, segmentReaders := make([]storage.RecordReader, len(binlogs)) segmentFilters := make([]compaction.EntityFilter, len(binlogs)) for i, s := range binlogs { - reader, err := storage.NewBinlogRecordReader(ctx, - s.GetFieldBinlogs(), - plan.GetSchema(), - storage.WithCollectionID(collectionID), - storage.WithDownloader(binlogIO.Download), - storage.WithVersion(s.StorageVersion), - storage.WithStorageConfig(compactionParams.StorageConfig), - ) + var reader storage.RecordReader + if s.GetManifest() != "" { + reader, err = storage.NewManifestRecordReader(ctx, + s.GetManifest(), + plan.GetSchema(), + storage.WithCollectionID(collectionID), + storage.WithDownloader(binlogIO.Download), + storage.WithVersion(s.StorageVersion), + storage.WithStorageConfig(compactionParams.StorageConfig), + ) + } else { + reader, err = storage.NewBinlogRecordReader(ctx, + s.GetFieldBinlogs(), + plan.GetSchema(), + storage.WithCollectionID(collectionID), + storage.WithDownloader(binlogIO.Download), + storage.WithVersion(s.StorageVersion), + storage.WithStorageConfig(compactionParams.StorageConfig), + ) + } if err != nil { return nil, err } diff --git a/internal/datanode/compactor/mix_compactor.go b/internal/datanode/compactor/mix_compactor.go index 98a50614d8..083bf06ec8 100644 --- a/internal/datanode/compactor/mix_compactor.go +++ b/internal/datanode/compactor/mix_compactor.go @@ -150,7 +150,7 @@ func (t *mixCompactionTask) mergeSplit( segIDAlloc := allocator.NewLocalAllocator(t.plan.GetPreAllocatedSegmentIDs().GetBegin(), t.plan.GetPreAllocatedSegmentIDs().GetEnd()) logIDAlloc := allocator.NewLocalAllocator(t.plan.GetPreAllocatedLogIDs().GetBegin(), t.plan.GetPreAllocatedLogIDs().GetEnd()) compAlloc := NewCompactionAllocator(segIDAlloc, logIDAlloc) - mWriter, err := NewMultiSegmentWriter(ctx, t.binlogIO, compAlloc, t.plan.GetMaxSize(), t.plan.GetSchema(), t.compactionParams, t.maxRows, t.partitionID, t.collectionID, t.GetChannelName(), 4096, storage.WithStorageConfig(t.compactionParams.StorageConfig)) + mWriter, err := NewMultiSegmentWriter(ctx, t.binlogIO, compAlloc, t.plan.GetMaxSize(), t.plan.GetSchema(), t.compactionParams, t.maxRows, t.partitionID, t.collectionID, t.GetChannelName(), 4096, storage.WithStorageConfig(t.compactionParams.StorageConfig), storage.WithUseLoonFFI(t.compactionParams.UseLoonFFI)) if err != nil { return nil, err } @@ -217,14 +217,26 @@ func (t *mixCompactionTask) writeSegment(ctx context.Context, } entityFilter := compaction.NewEntityFilter(delta, t.plan.GetCollectionTtl(), t.currentTime) - reader, err := storage.NewBinlogRecordReader(ctx, - seg.GetFieldBinlogs(), - t.plan.GetSchema(), - storage.WithCollectionID(t.collectionID), - storage.WithDownloader(t.binlogIO.Download), - storage.WithVersion(seg.GetStorageVersion()), - storage.WithStorageConfig(t.compactionParams.StorageConfig), - ) + var reader storage.RecordReader + if seg.GetManifest() != "" { + reader, err = storage.NewManifestRecordReader(ctx, + seg.GetManifest(), + t.plan.GetSchema(), + storage.WithCollectionID(t.collectionID), + storage.WithDownloader(t.binlogIO.Download), + storage.WithVersion(seg.GetStorageVersion()), + storage.WithStorageConfig(t.compactionParams.StorageConfig), + ) + } else { + reader, err = storage.NewBinlogRecordReader(ctx, + seg.GetFieldBinlogs(), + t.plan.GetSchema(), + storage.WithCollectionID(t.collectionID), + storage.WithDownloader(t.binlogIO.Download), + storage.WithVersion(seg.GetStorageVersion()), + storage.WithStorageConfig(t.compactionParams.StorageConfig), + ) + } if err != nil { log.Warn("compact wrong, failed to new insert binlogs reader", zap.Error(err)) return diff --git a/internal/datanode/compactor/mix_compactor_storage_v2_test.go b/internal/datanode/compactor/mix_compactor_storage_v2_test.go index 827ab5adba..d733e130db 100644 --- a/internal/datanode/compactor/mix_compactor_storage_v2_test.go +++ b/internal/datanode/compactor/mix_compactor_storage_v2_test.go @@ -121,7 +121,7 @@ func (s *MixCompactionTaskStorageV2Suite) TestCompactDupPK_MixToV2Format() { v2Segments := []int64{10, 11} for _, segID := range v2Segments { - binlogs, _, _, _, _, err := s.initStorageV2Segments(1, segID, alloc) + binlogs, _, _, _, _, _, err := s.initStorageV2Segments(1, segID, alloc) s.NoError(err) s.task.plan.SegmentBinlogs = append(s.task.plan.SegmentBinlogs, &datapb.CompactionSegmentBinlogs{ CollectionID: 1, @@ -156,7 +156,7 @@ func (s *MixCompactionTaskStorageV2Suite) TestCompactDupPK_V2ToV2Format() { v2Segments := []int64{10, 11} for _, segID := range v2Segments { - binlogs, _, _, _, _, err := s.initStorageV2Segments(1, segID, alloc) + binlogs, _, _, _, _, _, err := s.initStorageV2Segments(1, segID, alloc) s.NoError(err) s.task.plan.SegmentBinlogs = append(s.task.plan.SegmentBinlogs, &datapb.CompactionSegmentBinlogs{ CollectionID: 1, @@ -192,7 +192,7 @@ func (s *MixCompactionTaskStorageV2Suite) TestCompactDupPK_V2ToV1Format() { v2Segments := []int64{10, 11} for _, segID := range v2Segments { - binlogs, _, _, _, _, err := s.initStorageV2Segments(1, segID, alloc) + binlogs, _, _, _, _, _, err := s.initStorageV2Segments(1, segID, alloc) s.NoError(err) s.task.plan.SegmentBinlogs = append(s.task.plan.SegmentBinlogs, &datapb.CompactionSegmentBinlogs{ CollectionID: 1, @@ -307,6 +307,7 @@ func (s *MixCompactionTaskStorageV2Suite) initStorageV2Segments(rows int, seed i deltas *datapb.FieldBinlog, stats map[int64]*datapb.FieldBinlog, bm25Stats map[int64]*datapb.FieldBinlog, + manifest string, size int64, err error, ) { diff --git a/internal/datanode/compactor/namespace_compactor_test.go b/internal/datanode/compactor/namespace_compactor_test.go index 73427c8ef9..ce53c285e8 100644 --- a/internal/datanode/compactor/namespace_compactor_test.go +++ b/internal/datanode/compactor/namespace_compactor_test.go @@ -112,7 +112,7 @@ func (s *NamespaceCompactorTestSuite) setupSortedSegments() { StorageType: "local", RootPath: rootPath, }, columnGroups) - inserts, _, _, _, _, err := bw.Write(context.Background(), pack) + inserts, _, _, _, _, _, err := bw.Write(context.Background(), pack) s.Require().NoError(err) s.sortedSegments = append(s.sortedSegments, &datapb.CompactionSegmentBinlogs{ SegmentID: int64(i), diff --git a/internal/datanode/compactor/segment_writer.go b/internal/datanode/compactor/segment_writer.go index 909fba7b8e..152e5c345b 100644 --- a/internal/datanode/compactor/segment_writer.go +++ b/internal/datanode/compactor/segment_writer.go @@ -120,7 +120,7 @@ func (w *MultiSegmentWriter) closeWriter() error { return err } - fieldBinlogs, statsLog, bm25Logs := w.writer.GetLogs() + fieldBinlogs, statsLog, bm25Logs, manifest := w.writer.GetLogs() result := &datapb.CompactionSegment{ SegmentID: w.currentSegmentID, @@ -130,6 +130,7 @@ func (w *MultiSegmentWriter) closeWriter() error { Channel: w.channel, Bm25Logs: lo.Values(bm25Logs), StorageVersion: w.storageVersion, + Manifest: manifest, } w.res = append(w.res, result) diff --git a/internal/datanode/compactor/sort_compaction.go b/internal/datanode/compactor/sort_compaction.go index 1c11f0ca87..a6927db1b2 100644 --- a/internal/datanode/compactor/sort_compaction.go +++ b/internal/datanode/compactor/sort_compaction.go @@ -62,6 +62,8 @@ type sortCompactionTask struct { insertLogs []*datapb.FieldBinlog storageVersion int64 segmentStorageVersion int64 + manifest string + useLoonFFI bool done chan struct{} tr *timerecord.TimeRecorder @@ -132,6 +134,8 @@ func (t *sortCompactionTask) preCompact() error { t.insertLogs = segment.GetFieldBinlogs() t.storageVersion = t.compactionParams.StorageVersion t.segmentStorageVersion = segment.GetStorageVersion() + t.manifest = segment.GetManifest() + t.useLoonFFI = t.compactionParams.UseLoonFFI log.Ctx(t.ctx).Info("preCompaction analyze", zap.Int64("planID", t.GetPlanID()), @@ -139,6 +143,7 @@ func (t *sortCompactionTask) preCompact() error { zap.Int64("partitionID", t.partitionID), zap.Int64("segmentID", t.segmentID), zap.Int64("storageVersion", t.storageVersion), + zap.Bool("useLoonFFI", t.useLoonFFI), zap.Any("compactionParams", t.compactionParams), ) @@ -175,6 +180,7 @@ func (t *sortCompactionTask) sortSegment(ctx context.Context) (*datapb.Compactio }), storage.WithVersion(t.storageVersion), storage.WithStorageConfig(t.compactionParams.StorageConfig), + storage.WithUseLoonFFI(t.useLoonFFI), ) if err != nil { log.Warn("sort segment wrong, unable to init segment writer", @@ -207,12 +213,23 @@ func (t *sortCompactionTask) sortSegment(ctx context.Context) (*datapb.Compactio log.Warn("sort task only support int64 and varchar pk field") } - rr, err := storage.NewBinlogRecordReader(ctx, t.insertLogs, t.plan.Schema, - storage.WithVersion(t.segmentStorageVersion), - storage.WithDownloader(t.binlogIO.Download), - storage.WithStorageConfig(t.compactionParams.StorageConfig), - storage.WithCollectionID(t.collectionID), - ) + var rr storage.RecordReader + // use manifest reader if manifest presents + if t.manifest != "" { + rr, err = storage.NewManifestRecordReader(ctx, t.manifest, t.plan.Schema, + storage.WithVersion(t.segmentStorageVersion), + storage.WithDownloader(t.binlogIO.Download), + storage.WithStorageConfig(t.compactionParams.StorageConfig), + storage.WithCollectionID(t.collectionID), + ) + } else { + rr, err = storage.NewBinlogRecordReader(ctx, t.insertLogs, t.plan.Schema, + storage.WithVersion(t.segmentStorageVersion), + storage.WithDownloader(t.binlogIO.Download), + storage.WithStorageConfig(t.compactionParams.StorageConfig), + storage.WithCollectionID(t.collectionID), + ) + } if err != nil { log.Warn("error creating insert binlog reader", zap.Error(err)) return nil, err @@ -228,7 +245,7 @@ func (t *sortCompactionTask) sortSegment(ctx context.Context) (*datapb.Compactio return nil, err } - binlogs, stats, bm25stats := srw.GetLogs() + binlogs, stats, bm25stats, manifest := srw.GetLogs() insertLogs := storage.SortFieldBinlogs(binlogs) if err := binlog.CompressFieldBinlogs(insertLogs); err != nil { return nil, err @@ -264,6 +281,7 @@ func (t *sortCompactionTask) sortSegment(ctx context.Context) (*datapb.Compactio Channel: t.GetChannelName(), IsSorted: true, StorageVersion: t.storageVersion, + Manifest: manifest, }, } planResult := &datapb.CompactionPlanResult{ diff --git a/internal/datanode/index/task_stats.go b/internal/datanode/index/task_stats.go index bced2f56c5..fc28d2915a 100644 --- a/internal/datanode/index/task_stats.go +++ b/internal/datanode/index/task_stats.go @@ -261,7 +261,7 @@ func (st *statsTask) sort(ctx context.Context) ([]*datapb.FieldBinlog, error) { return nil, err } - binlogs, stats, bm25stats := srw.GetLogs() + binlogs, stats, bm25stats, _ := srw.GetLogs() insertLogs := storage.SortFieldBinlogs(binlogs) if err := binlog.CompressFieldBinlogs(insertLogs); err != nil { return nil, err diff --git a/internal/flushcommon/syncmgr/pack_writer_v2.go b/internal/flushcommon/syncmgr/pack_writer_v2.go index 99670e947a..2bba7eb242 100644 --- a/internal/flushcommon/syncmgr/pack_writer_v2.go +++ b/internal/flushcommon/syncmgr/pack_writer_v2.go @@ -20,6 +20,7 @@ import ( "context" "encoding/base64" "math" + "path" "github.com/apache/arrow/go/v17/arrow/array" "github.com/apache/arrow/go/v17/arrow/memory" @@ -77,6 +78,7 @@ func (bw *BulkPackWriterV2) Write(ctx context.Context, pack *SyncPack) ( deltas *datapb.FieldBinlog, stats map[int64]*datapb.FieldBinlog, bm25Stats map[int64]*datapb.FieldBinlog, + manifest string, size int64, err error, ) { @@ -86,7 +88,7 @@ func (bw *BulkPackWriterV2) Write(ctx context.Context, pack *SyncPack) ( return } - if inserts, err = bw.writeInserts(ctx, pack); err != nil { + if inserts, manifest, err = bw.writeInserts(ctx, pack); err != nil { log.Error("failed to write insert data", zap.Error(err)) return } @@ -125,24 +127,20 @@ func (bw *BulkPackWriterV2) getBucketName() string { return paramtable.Get().ServiceParam.MinioCfg.BucketName.GetValue() } -func (bw *BulkPackWriterV2) writeInserts(ctx context.Context, pack *SyncPack) (map[int64]*datapb.FieldBinlog, error) { +func (bw *BulkPackWriterV2) writeInserts(ctx context.Context, pack *SyncPack) (map[int64]*datapb.FieldBinlog, string, error) { if len(pack.insertData) == 0 { - return make(map[int64]*datapb.FieldBinlog), nil + return make(map[int64]*datapb.FieldBinlog), "", nil } columnGroups := bw.columnGroups rec, err := bw.serializeBinlog(ctx, pack) if err != nil { - return nil, err + return nil, "", err } logs := make(map[int64]*datapb.FieldBinlog) - paths := make([]string, 0) - for _, columnGroup := range columnGroups { - path := metautil.BuildInsertLogPath(bw.getRootPath(), pack.collectionID, pack.partitionID, pack.segmentID, columnGroup.GroupID, bw.nextID()) - paths = append(paths, path) - } + tsArray := rec.Column(common.TimeStampField).(*array.Int64) rows := rec.Len() var tsFrom uint64 = math.MaxUint64 @@ -175,42 +173,84 @@ func (bw *BulkPackWriterV2) writeInserts(ctx context.Context, pack *SyncPack) (m } } - w, err := storage.NewPackedRecordWriter(bucketName, paths, bw.schema, bw.bufferSize, bw.multiPartUploadSize, columnGroups, bw.storageConfig, pluginContextPtr) - if err != nil { - return nil, err + doWrite := func(w storage.RecordWriter) error { + if err = w.Write(rec); err != nil { + return err + } + // close first the get stats & output + return w.Close() } - if err = w.Write(rec); err != nil { - return nil, err - } - // close first to get compressed size - if err = w.Close(); err != nil { - return nil, err - } - for _, columnGroup := range columnGroups { - columnGroupID := columnGroup.GroupID - logs[columnGroupID] = &datapb.FieldBinlog{ - FieldID: columnGroupID, - ChildFields: columnGroup.Fields, - Binlogs: []*datapb.Binlog{ - { - LogSize: int64(w.GetColumnGroupWrittenCompressed(columnGroup.GroupID)), - MemorySize: int64(w.GetColumnGroupWrittenUncompressed(columnGroup.GroupID)), - LogPath: w.GetWrittenPaths(columnGroupID), - EntriesNum: w.GetWrittenRowNum(), - TimestampFrom: tsFrom, - TimestampTo: tsTo, + + var manifestPath string + if paramtable.Get().CommonCfg.UseLoonFFI.GetAsBool() { + k := metautil.JoinIDPath(pack.collectionID, pack.partitionID, pack.segmentID) + basePath := path.Join(bw.getRootPath(), common.SegmentInsertLogPath, k) + w, err := storage.NewPackedRecordManifestWriter(bucketName, basePath, bw.schema, bw.bufferSize, bw.multiPartUploadSize, columnGroups, bw.storageConfig, pluginContextPtr) + if err != nil { + return nil, "", err + } + if err = doWrite(w); err != nil { + return nil, "", err + } + for _, columnGroup := range columnGroups { + columnGroupID := columnGroup.GroupID + logs[columnGroupID] = &datapb.FieldBinlog{ + FieldID: columnGroupID, + ChildFields: columnGroup.Fields, + Binlogs: []*datapb.Binlog{ + { + LogSize: int64(w.GetColumnGroupWrittenCompressed(columnGroup.GroupID)), + MemorySize: int64(w.GetColumnGroupWrittenUncompressed(columnGroup.GroupID)), + LogPath: w.GetWrittenPaths(columnGroupID), + EntriesNum: w.GetWrittenRowNum(), + TimestampFrom: tsFrom, + TimestampTo: tsTo, + }, }, - }, + } + } + manifestPath = w.GetWrittenManifest() + } else { + paths := make([]string, 0) + for _, columnGroup := range columnGroups { + path := metautil.BuildInsertLogPath(bw.getRootPath(), pack.collectionID, pack.partitionID, pack.segmentID, columnGroup.GroupID, bw.nextID()) + paths = append(paths, path) + } + w, err := storage.NewPackedRecordWriter(bucketName, paths, bw.schema, bw.bufferSize, bw.multiPartUploadSize, columnGroups, bw.storageConfig, pluginContextPtr) + if err != nil { + return nil, "", err + } + if err = doWrite(w); err != nil { + return nil, "", err + } + // workaround to store row num + for _, columnGroup := range columnGroups { + columnGroupID := columnGroup.GroupID + logs[columnGroupID] = &datapb.FieldBinlog{ + FieldID: columnGroupID, + ChildFields: columnGroup.Fields, + Binlogs: []*datapb.Binlog{ + { + LogSize: int64(w.GetColumnGroupWrittenCompressed(columnGroup.GroupID)), + MemorySize: int64(w.GetColumnGroupWrittenUncompressed(columnGroup.GroupID)), + LogPath: w.GetWrittenPaths(columnGroupID), + EntriesNum: w.GetWrittenRowNum(), + TimestampFrom: tsFrom, + TimestampTo: tsTo, + }, + }, + } } } - return logs, nil + + return logs, manifestPath, nil } func (bw *BulkPackWriterV2) serializeBinlog(_ context.Context, pack *SyncPack) (storage.Record, error) { if len(pack.insertData) == 0 { return nil, nil } - arrowSchema, err := storage.ConvertToArrowSchema(bw.schema) + arrowSchema, err := storage.ConvertToArrowSchema(bw.schema, true) if err != nil { return nil, err } diff --git a/internal/flushcommon/syncmgr/pack_writer_v2_test.go b/internal/flushcommon/syncmgr/pack_writer_v2_test.go index 895497ff6c..62f5509350 100644 --- a/internal/flushcommon/syncmgr/pack_writer_v2_test.go +++ b/internal/flushcommon/syncmgr/pack_writer_v2_test.go @@ -145,7 +145,7 @@ func (s *PackWriterV2Suite) TestPackWriterV2_Write() { bw := NewBulkPackWriterV2(mc, s.schema, s.cm, s.logIDAlloc, packed.DefaultWriteBufferSize, 0, nil, s.currentSplit) - gotInserts, _, _, _, _, err := bw.Write(context.Background(), pack) + gotInserts, _, _, _, _, _, err := bw.Write(context.Background(), pack) s.NoError(err) s.Equal(gotInserts[0].Binlogs[0].GetEntriesNum(), int64(rows)) s.Equal(gotInserts[0].Binlogs[0].GetLogPath(), "/tmp/insert_log/123/456/789/0/1") @@ -164,7 +164,7 @@ func (s *PackWriterV2Suite) TestWriteEmptyInsertData() { pack := new(SyncPack).WithCollectionID(collectionID).WithPartitionID(partitionID).WithSegmentID(segmentID).WithChannelName(channelName) bw := NewBulkPackWriterV2(mc, s.schema, s.cm, s.logIDAlloc, packed.DefaultWriteBufferSize, 0, nil, s.currentSplit) - _, _, _, _, _, err := bw.Write(context.Background(), pack) + _, _, _, _, _, _, err := bw.Write(context.Background(), pack) s.NoError(err) } @@ -193,7 +193,7 @@ func (s *PackWriterV2Suite) TestNoPkField() { pack := new(SyncPack).WithCollectionID(collectionID).WithPartitionID(partitionID).WithSegmentID(segmentID).WithChannelName(channelName).WithInsertData([]*storage.InsertData{buf}) bw := NewBulkPackWriterV2(mc, s.schema, s.cm, s.logIDAlloc, packed.DefaultWriteBufferSize, 0, nil, s.currentSplit) - _, _, _, _, _, err := bw.Write(context.Background(), pack) + _, _, _, _, _, _, err := bw.Write(context.Background(), pack) s.Error(err) } @@ -210,7 +210,7 @@ func (s *PackWriterV2Suite) TestAllocIDExhausedError() { pack := new(SyncPack).WithCollectionID(collectionID).WithPartitionID(partitionID).WithSegmentID(segmentID).WithChannelName(channelName).WithInsertData(genInsertData(rows, s.schema)) bw := NewBulkPackWriterV2(mc, s.schema, s.cm, s.logIDAlloc, packed.DefaultWriteBufferSize, 0, nil, s.currentSplit) - _, _, _, _, _, err := bw.Write(context.Background(), pack) + _, _, _, _, _, _, err := bw.Write(context.Background(), pack) s.Error(err) } @@ -231,7 +231,7 @@ func (s *PackWriterV2Suite) TestWriteInsertDataError() { pack := new(SyncPack).WithCollectionID(collectionID).WithPartitionID(partitionID).WithSegmentID(segmentID).WithChannelName(channelName).WithInsertData([]*storage.InsertData{buf}) bw := NewBulkPackWriterV2(mc, s.schema, s.cm, s.logIDAlloc, packed.DefaultWriteBufferSize, 0, nil, s.currentSplit) - _, _, _, _, _, err := bw.Write(context.Background(), pack) + _, _, _, _, _, _, err := bw.Write(context.Background(), pack) s.Error(err) } diff --git a/internal/flushcommon/syncmgr/task.go b/internal/flushcommon/syncmgr/task.go index e4993f06cb..3a579ea4e3 100644 --- a/internal/flushcommon/syncmgr/task.go +++ b/internal/flushcommon/syncmgr/task.go @@ -140,7 +140,7 @@ func (t *SyncTask) Run(ctx context.Context) (err error) { // New sync task means needs to flush data immediately, so do not need to buffer data in writer again. writer := NewBulkPackWriterV2(t.metacache, t.schema, t.chunkManager, t.allocator, 0, packed.DefaultMultiPartUploadSize, t.storageConfig, columnGroups, t.writeRetryOpts...) - t.insertBinlogs, t.deltaBinlog, t.statsBinlogs, t.bm25Binlogs, t.flushedSize, err = writer.Write(ctx, t.pack) + t.insertBinlogs, t.deltaBinlog, t.statsBinlogs, t.bm25Binlogs, t.manifestPath, t.flushedSize, err = writer.Write(ctx, t.pack) if err != nil { log.Warn("failed to write sync data with storage v2 format", zap.Error(err)) return err diff --git a/internal/storage/binlog_record_writer.go b/internal/storage/binlog_record_writer.go new file mode 100644 index 0000000000..2bdafb6962 --- /dev/null +++ b/internal/storage/binlog_record_writer.go @@ -0,0 +1,456 @@ +// 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 storage + +import ( + "fmt" + "path" + + "github.com/apache/arrow/go/v17/arrow" + "github.com/apache/arrow/go/v17/arrow/array" + + "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" + "github.com/milvus-io/milvus/internal/allocator" + "github.com/milvus-io/milvus/internal/storagecommon" + "github.com/milvus-io/milvus/pkg/v2/common" + "github.com/milvus-io/milvus/pkg/v2/proto/datapb" + "github.com/milvus-io/milvus/pkg/v2/proto/indexcgopb" + "github.com/milvus-io/milvus/pkg/v2/proto/indexpb" + "github.com/milvus-io/milvus/pkg/v2/util/merr" + "github.com/milvus-io/milvus/pkg/v2/util/metautil" + "github.com/milvus-io/milvus/pkg/v2/util/typeutil" +) + +type BinlogRecordWriter interface { + RecordWriter + GetLogs() ( + fieldBinlogs map[FieldID]*datapb.FieldBinlog, + statsLog *datapb.FieldBinlog, + bm25StatsLog map[FieldID]*datapb.FieldBinlog, + manifest string, + ) + GetRowNum() int64 + FlushChunk() error + GetBufferUncompressed() uint64 + Schema() *schemapb.CollectionSchema +} + +type packedBinlogRecordWriterBase struct { + // attributes + collectionID UniqueID + partitionID UniqueID + segmentID UniqueID + schema *schemapb.CollectionSchema + BlobsWriter ChunkedBlobsWriter + allocator allocator.Interface + maxRowNum int64 + arrowSchema *arrow.Schema + bufferSize int64 + multiPartUploadSize int64 + columnGroups []storagecommon.ColumnGroup + storageConfig *indexpb.StorageConfig + storagePluginContext *indexcgopb.StoragePluginContext + + pkCollector *PkStatsCollector + bm25Collector *Bm25StatsCollector + tsFrom typeutil.Timestamp + tsTo typeutil.Timestamp + rowNum int64 + writtenUncompressed uint64 + + // results + fieldBinlogs map[FieldID]*datapb.FieldBinlog + statsLog *datapb.FieldBinlog + bm25StatsLog map[FieldID]*datapb.FieldBinlog + manifest string +} + +func (pw *packedBinlogRecordWriterBase) getColumnStatsFromRecord(r Record, allFields []*schemapb.FieldSchema) map[int64]storagecommon.ColumnStats { + result := make(map[int64]storagecommon.ColumnStats) + for _, field := range allFields { + if arr := r.Column(field.FieldID); arr != nil { + result[field.FieldID] = storagecommon.ColumnStats{ + AvgSize: int64(arr.Data().SizeInBytes()) / int64(arr.Len()), + } + } + } + return result +} + +func (pw *packedBinlogRecordWriterBase) GetWrittenUncompressed() uint64 { + return pw.writtenUncompressed +} + +func (pw *packedBinlogRecordWriterBase) writeStats() error { + // Write PK stats + pkStatsMap, err := pw.pkCollector.Digest( + pw.collectionID, + pw.partitionID, + pw.segmentID, + pw.storageConfig.GetRootPath(), + pw.rowNum, + pw.allocator, + pw.BlobsWriter, + ) + if err != nil { + return err + } + // Extract single PK stats from map + for _, statsLog := range pkStatsMap { + pw.statsLog = statsLog + break + } + + // Write BM25 stats + bm25StatsLog, err := pw.bm25Collector.Digest( + pw.collectionID, + pw.partitionID, + pw.segmentID, + pw.storageConfig.GetRootPath(), + pw.rowNum, + pw.allocator, + pw.BlobsWriter, + ) + if err != nil { + return err + } + pw.bm25StatsLog = bm25StatsLog + + return nil +} + +func (pw *packedBinlogRecordWriterBase) GetLogs() ( + fieldBinlogs map[FieldID]*datapb.FieldBinlog, + statsLog *datapb.FieldBinlog, + bm25StatsLog map[FieldID]*datapb.FieldBinlog, + manifest string, +) { + return pw.fieldBinlogs, pw.statsLog, pw.bm25StatsLog, pw.manifest +} + +func (pw *packedBinlogRecordWriterBase) GetRowNum() int64 { + return pw.rowNum +} + +func (pw *packedBinlogRecordWriterBase) FlushChunk() error { + return nil // do nothing +} + +func (pw *packedBinlogRecordWriterBase) Schema() *schemapb.CollectionSchema { + return pw.schema +} + +func (pw *packedBinlogRecordWriterBase) GetBufferUncompressed() uint64 { + return uint64(pw.multiPartUploadSize) +} + +var _ BinlogRecordWriter = (*PackedBinlogRecordWriter)(nil) + +type PackedBinlogRecordWriter struct { + packedBinlogRecordWriterBase + writer *packedRecordWriter +} + +func (pw *PackedBinlogRecordWriter) Write(r Record) error { + if err := pw.initWriters(r); err != nil { + return err + } + + // Track timestamps + tsArray := r.Column(common.TimeStampField).(*array.Int64) + rows := r.Len() + for i := 0; i < rows; i++ { + ts := typeutil.Timestamp(tsArray.Value(i)) + if ts < pw.tsFrom { + pw.tsFrom = ts + } + if ts > pw.tsTo { + pw.tsTo = ts + } + } + + // Collect statistics + if err := pw.pkCollector.Collect(r); err != nil { + return err + } + if err := pw.bm25Collector.Collect(r); err != nil { + return err + } + + err := pw.writer.Write(r) + if err != nil { + return merr.WrapErrServiceInternal(fmt.Sprintf("write record batch error: %s", err.Error())) + } + pw.writtenUncompressed = pw.writer.GetWrittenUncompressed() + return nil +} + +func (pw *PackedBinlogRecordWriter) initWriters(r Record) error { + if pw.writer == nil { + if len(pw.columnGroups) == 0 { + allFields := typeutil.GetAllFieldSchemas(pw.schema) + pw.columnGroups = storagecommon.SplitColumns(allFields, pw.getColumnStatsFromRecord(r, allFields), storagecommon.DefaultPolicies()...) + } + logIdStart, _, err := pw.allocator.Alloc(uint32(len(pw.columnGroups))) + if err != nil { + return err + } + paths := []string{} + for _, columnGroup := range pw.columnGroups { + path := metautil.BuildInsertLogPath(pw.storageConfig.GetRootPath(), pw.collectionID, pw.partitionID, pw.segmentID, columnGroup.GroupID, logIdStart) + paths = append(paths, path) + logIdStart++ + } + pw.writer, err = NewPackedRecordWriter(pw.storageConfig.GetBucketName(), paths, pw.schema, pw.bufferSize, pw.multiPartUploadSize, pw.columnGroups, pw.storageConfig, pw.storagePluginContext) + if err != nil { + return merr.WrapErrServiceInternal(fmt.Sprintf("can not new packed record writer %s", err.Error())) + } + } + return nil +} + +func (pw *PackedBinlogRecordWriter) finalizeBinlogs() { + if pw.writer == nil { + return + } + pw.rowNum = pw.writer.GetWrittenRowNum() + if pw.fieldBinlogs == nil { + pw.fieldBinlogs = make(map[FieldID]*datapb.FieldBinlog, len(pw.columnGroups)) + } + for _, columnGroup := range pw.columnGroups { + columnGroupID := columnGroup.GroupID + if _, exists := pw.fieldBinlogs[columnGroupID]; !exists { + pw.fieldBinlogs[columnGroupID] = &datapb.FieldBinlog{ + FieldID: columnGroupID, + ChildFields: columnGroup.Fields, + } + } + pw.fieldBinlogs[columnGroupID].Binlogs = append(pw.fieldBinlogs[columnGroupID].Binlogs, &datapb.Binlog{ + LogSize: int64(pw.writer.GetColumnGroupWrittenCompressed(columnGroupID)), + MemorySize: int64(pw.writer.GetColumnGroupWrittenUncompressed(columnGroupID)), + LogPath: pw.writer.GetWrittenPaths(columnGroupID), + EntriesNum: pw.writer.GetWrittenRowNum(), + TimestampFrom: pw.tsFrom, + TimestampTo: pw.tsTo, + }) + } + pw.manifest = pw.writer.GetWrittenManifest() +} + +func (pw *PackedBinlogRecordWriter) Close() error { + if pw.writer != nil { + if err := pw.writer.Close(); err != nil { + return err + } + } + pw.finalizeBinlogs() + if err := pw.writeStats(); err != nil { + return err + } + return nil +} + +func newPackedBinlogRecordWriter(collectionID, partitionID, segmentID UniqueID, schema *schemapb.CollectionSchema, + blobsWriter ChunkedBlobsWriter, allocator allocator.Interface, maxRowNum int64, bufferSize, multiPartUploadSize int64, columnGroups []storagecommon.ColumnGroup, + storageConfig *indexpb.StorageConfig, + storagePluginContext *indexcgopb.StoragePluginContext, +) (*PackedBinlogRecordWriter, error) { + arrowSchema, err := ConvertToArrowSchema(schema, true) + if err != nil { + return nil, merr.WrapErrParameterInvalid("convert collection schema [%s] to arrow schema error: %s", schema.Name, err.Error()) + } + + writer := &PackedBinlogRecordWriter{ + packedBinlogRecordWriterBase: packedBinlogRecordWriterBase{ + collectionID: collectionID, + partitionID: partitionID, + segmentID: segmentID, + schema: schema, + arrowSchema: arrowSchema, + BlobsWriter: blobsWriter, + allocator: allocator, + maxRowNum: maxRowNum, + bufferSize: bufferSize, + multiPartUploadSize: multiPartUploadSize, + columnGroups: columnGroups, + storageConfig: storageConfig, + storagePluginContext: storagePluginContext, + tsFrom: typeutil.MaxTimestamp, + tsTo: 0, + }, + } + + // Create stats collectors + writer.pkCollector, err = NewPkStatsCollector( + collectionID, + schema, + maxRowNum, + ) + if err != nil { + return nil, err + } + + writer.bm25Collector = NewBm25StatsCollector(schema) + + return writer, nil +} + +var _ BinlogRecordWriter = (*PackedManifestRecordWriter)(nil) + +type PackedManifestRecordWriter struct { + packedBinlogRecordWriterBase + // writer and stats generated at runtime + writer *packedRecordManifestWriter +} + +func (pw *PackedManifestRecordWriter) Write(r Record) error { + if err := pw.initWriters(r); err != nil { + return err + } + + // Track timestamps + tsArray := r.Column(common.TimeStampField).(*array.Int64) + rows := r.Len() + for i := 0; i < rows; i++ { + ts := typeutil.Timestamp(tsArray.Value(i)) + if ts < pw.tsFrom { + pw.tsFrom = ts + } + if ts > pw.tsTo { + pw.tsTo = ts + } + } + + // Collect statistics + if err := pw.pkCollector.Collect(r); err != nil { + return err + } + if err := pw.bm25Collector.Collect(r); err != nil { + return err + } + + err := pw.writer.Write(r) + if err != nil { + return merr.WrapErrServiceInternal(fmt.Sprintf("write record batch error: %s", err.Error())) + } + pw.writtenUncompressed = pw.writer.GetWrittenUncompressed() + return nil +} + +func (pw *PackedManifestRecordWriter) initWriters(r Record) error { + if pw.writer == nil { + if len(pw.columnGroups) == 0 { + allFields := typeutil.GetAllFieldSchemas(pw.schema) + pw.columnGroups = storagecommon.SplitColumns(allFields, pw.getColumnStatsFromRecord(r, allFields), storagecommon.DefaultPolicies()...) + } + + var err error + k := metautil.JoinIDPath(pw.collectionID, pw.partitionID, pw.segmentID) + basePath := path.Join(pw.storageConfig.GetRootPath(), common.SegmentInsertLogPath, k) + pw.writer, err = NewPackedRecordManifestWriter(pw.storageConfig.GetBucketName(), basePath, pw.schema, pw.bufferSize, pw.multiPartUploadSize, pw.columnGroups, pw.storageConfig, pw.storagePluginContext) + if err != nil { + return merr.WrapErrServiceInternal(fmt.Sprintf("can not new packed record writer %s", err.Error())) + } + } + return nil +} + +func (pw *PackedManifestRecordWriter) finalizeBinlogs() { + if pw.writer == nil { + return + } + pw.rowNum = pw.writer.GetWrittenRowNum() + if pw.fieldBinlogs == nil { + pw.fieldBinlogs = make(map[FieldID]*datapb.FieldBinlog, len(pw.columnGroups)) + } + for _, columnGroup := range pw.columnGroups { + columnGroupID := columnGroup.GroupID + if _, exists := pw.fieldBinlogs[columnGroupID]; !exists { + pw.fieldBinlogs[columnGroupID] = &datapb.FieldBinlog{ + FieldID: columnGroupID, + ChildFields: columnGroup.Fields, + } + } + pw.fieldBinlogs[columnGroupID].Binlogs = append(pw.fieldBinlogs[columnGroupID].Binlogs, &datapb.Binlog{ + LogSize: int64(pw.writer.GetColumnGroupWrittenCompressed(columnGroupID)), + MemorySize: int64(pw.writer.GetColumnGroupWrittenUncompressed(columnGroupID)), + LogPath: pw.writer.GetWrittenPaths(columnGroupID), + EntriesNum: pw.writer.GetWrittenRowNum(), + TimestampFrom: pw.tsFrom, + TimestampTo: pw.tsTo, + }) + } + pw.manifest = pw.writer.GetWrittenManifest() +} + +func (pw *PackedManifestRecordWriter) Close() error { + if pw.writer != nil { + if err := pw.writer.Close(); err != nil { + return err + } + } + pw.finalizeBinlogs() + if err := pw.writeStats(); err != nil { + return err + } + return nil +} + +func newPackedManifestRecordWriter(collectionID, partitionID, segmentID UniqueID, schema *schemapb.CollectionSchema, + blobsWriter ChunkedBlobsWriter, allocator allocator.Interface, maxRowNum int64, bufferSize, multiPartUploadSize int64, columnGroups []storagecommon.ColumnGroup, + storageConfig *indexpb.StorageConfig, + storagePluginContext *indexcgopb.StoragePluginContext, +) (*PackedManifestRecordWriter, error) { + arrowSchema, err := ConvertToArrowSchema(schema, true) + if err != nil { + return nil, merr.WrapErrParameterInvalid("convert collection schema [%s] to arrow schema error: %s", schema.Name, err.Error()) + } + + writer := &PackedManifestRecordWriter{ + packedBinlogRecordWriterBase: packedBinlogRecordWriterBase{ + collectionID: collectionID, + partitionID: partitionID, + segmentID: segmentID, + schema: schema, + arrowSchema: arrowSchema, + BlobsWriter: blobsWriter, + allocator: allocator, + maxRowNum: maxRowNum, + bufferSize: bufferSize, + multiPartUploadSize: multiPartUploadSize, + columnGroups: columnGroups, + storageConfig: storageConfig, + storagePluginContext: storagePluginContext, + tsFrom: typeutil.MaxTimestamp, + tsTo: 0, + }, + } + + // Create stats collectors + writer.pkCollector, err = NewPkStatsCollector( + collectionID, + schema, + maxRowNum, + ) + if err != nil { + return nil, err + } + + writer.bm25Collector = NewBm25StatsCollector(schema) + + return writer, nil +} diff --git a/internal/storage/record_reader.go b/internal/storage/record_reader.go new file mode 100644 index 0000000000..dd5525e0fe --- /dev/null +++ b/internal/storage/record_reader.go @@ -0,0 +1,334 @@ +package storage + +import ( + "fmt" + "io" + + "github.com/apache/arrow/go/v17/arrow" + "github.com/apache/arrow/go/v17/arrow/array" + + "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" + "github.com/milvus-io/milvus/internal/storagev2/packed" + "github.com/milvus-io/milvus/pkg/v2/proto/datapb" + "github.com/milvus-io/milvus/pkg/v2/proto/indexcgopb" + "github.com/milvus-io/milvus/pkg/v2/proto/indexpb" + "github.com/milvus-io/milvus/pkg/v2/util/merr" + "github.com/milvus-io/milvus/pkg/v2/util/typeutil" +) + +type RecordReader interface { + Next() (Record, error) + Close() error +} + +type packedRecordReader struct { + reader *packed.PackedReader + field2Col map[FieldID]int +} + +var _ RecordReader = (*packedRecordReader)(nil) + +func (pr *packedRecordReader) Next() (Record, error) { + rec, err := pr.reader.ReadNext() + if err != nil { + return nil, err + } + return NewSimpleArrowRecord(rec, pr.field2Col), nil +} + +func (pr *packedRecordReader) Close() error { + if pr.reader != nil { + return pr.reader.Close() + } + return nil +} + +func newPackedRecordReader( + paths []string, + schema *schemapb.CollectionSchema, + bufferSize int64, + storageConfig *indexpb.StorageConfig, + storagePluginContext *indexcgopb.StoragePluginContext, +) (*packedRecordReader, error) { + arrowSchema, err := ConvertToArrowSchema(schema, true) + if err != nil { + return nil, merr.WrapErrParameterInvalid("convert collection schema [%s] to arrow schema error: %s", schema.Name, err.Error()) + } + field2Col := make(map[FieldID]int) + allFields := typeutil.GetAllFieldSchemas(schema) + for i, field := range allFields { + field2Col[field.FieldID] = i + } + reader, err := packed.NewPackedReader(paths, arrowSchema, bufferSize, storageConfig, storagePluginContext) + if err != nil { + return nil, err + } + return &packedRecordReader{ + reader: reader, + field2Col: field2Col, + }, nil +} + +func NewRecordReaderFromManifest(manifest string, + schema *schemapb.CollectionSchema, + bufferSize int64, + storageConfig *indexpb.StorageConfig, + storagePluginContext *indexcgopb.StoragePluginContext, +) (RecordReader, error) { + return NewManifestReader(manifest, schema, bufferSize, storageConfig, storagePluginContext) +} + +var _ RecordReader = (*IterativeRecordReader)(nil) + +type IterativeRecordReader struct { + cur RecordReader + iterate func() (RecordReader, error) +} + +// Close implements RecordReader. +func (ir *IterativeRecordReader) Close() error { + if ir.cur != nil { + return ir.cur.Close() + } + return nil +} + +func (ir *IterativeRecordReader) Next() (Record, error) { + if ir.cur == nil { + r, err := ir.iterate() + if err != nil { + return nil, err + } + ir.cur = r + } + rec, err := ir.cur.Next() + if err == io.EOF { + closeErr := ir.cur.Close() + if closeErr != nil { + return nil, closeErr + } + ir.cur, err = ir.iterate() + if err != nil { + return nil, err + } + rec, err = ir.cur.Next() + } + return rec, err +} + +func newIterativePackedRecordReader( + paths [][]string, + schema *schemapb.CollectionSchema, + bufferSize int64, + storageConfig *indexpb.StorageConfig, + storagePluginContext *indexcgopb.StoragePluginContext, +) *IterativeRecordReader { + chunk := 0 + return &IterativeRecordReader{ + iterate: func() (RecordReader, error) { + if chunk >= len(paths) { + return nil, io.EOF + } + currentPaths := paths[chunk] + chunk++ + return newPackedRecordReader(currentPaths, schema, bufferSize, storageConfig, storagePluginContext) + }, + } +} + +type ManifestReader struct { + fieldBinlogs []*datapb.FieldBinlog + manifest string + reader *packed.FFIPackedReader + + bufferSize int64 + arrowSchema *arrow.Schema + schema *schemapb.CollectionSchema + schemaHelper *typeutil.SchemaHelper + field2Col map[FieldID]int + storageConfig *indexpb.StorageConfig + storagePluginContext *indexcgopb.StoragePluginContext + + neededColumns []string +} + +// NewManifestReaderFromBinlogs creates a ManifestReader from binlogs +func NewManifestReaderFromBinlogs(fieldBinlogs []*datapb.FieldBinlog, + schema *schemapb.CollectionSchema, + bufferSize int64, + storageConfig *indexpb.StorageConfig, + storagePluginContext *indexcgopb.StoragePluginContext, +) (*ManifestReader, error) { + arrowSchema, err := ConvertToArrowSchema(schema, false) + if err != nil { + return nil, merr.WrapErrParameterInvalid("convert collection schema [%s] to arrow schema error: %s", schema.Name, err.Error()) + } + schemaHelper, err := typeutil.CreateSchemaHelper(schema) + if err != nil { + return nil, err + } + field2Col := make(map[FieldID]int) + allFields := typeutil.GetAllFieldSchemas(schema) + neededColumns := make([]string, 0, len(allFields)) + for i, field := range allFields { + field2Col[field.FieldID] = i + neededColumns = append(neededColumns, field.Name) + } + prr := &ManifestReader{ + fieldBinlogs: fieldBinlogs, + bufferSize: bufferSize, + arrowSchema: arrowSchema, + schema: schema, + schemaHelper: schemaHelper, + field2Col: field2Col, + storageConfig: storageConfig, + storagePluginContext: storagePluginContext, + + neededColumns: neededColumns, + } + + err = prr.init() + if err != nil { + return nil, err + } + + return prr, nil +} + +func NewManifestReader(manifest string, + schema *schemapb.CollectionSchema, + bufferSize int64, + storageConfig *indexpb.StorageConfig, + storagePluginContext *indexcgopb.StoragePluginContext, +) (*ManifestReader, error) { + arrowSchema, err := ConvertToArrowSchema(schema, true) + if err != nil { + return nil, merr.WrapErrParameterInvalid("convert collection schema [%s] to arrow schema error: %s", schema.Name, err.Error()) + } + schemaHelper, err := typeutil.CreateSchemaHelper(schema) + if err != nil { + return nil, err + } + field2Col := make(map[FieldID]int) + allFields := typeutil.GetAllFieldSchemas(schema) + neededColumns := make([]string, 0, len(allFields)) + for i, field := range allFields { + field2Col[field.FieldID] = i + neededColumns = append(neededColumns, field.Name) + } + prr := &ManifestReader{ + manifest: manifest, + bufferSize: bufferSize, + arrowSchema: arrowSchema, + schema: schema, + schemaHelper: schemaHelper, + field2Col: field2Col, + storageConfig: storageConfig, + storagePluginContext: storagePluginContext, + + neededColumns: neededColumns, + } + + err = prr.init() + if err != nil { + return nil, err + } + + return prr, nil +} + +func (mr *ManifestReader) init() error { + // TODO add needed column option + manifest, err := packed.GetManifest(mr.manifest, mr.storageConfig) + if err != nil { + return err + } + + reader, err := packed.NewFFIPackedReader(manifest, mr.arrowSchema, mr.neededColumns, mr.bufferSize, mr.storageConfig, mr.storagePluginContext) + if err != nil { + return err + } + mr.reader = reader + return nil +} + +func (mr ManifestReader) Next() (Record, error) { + rec, err := mr.reader.ReadNext() + if err != nil { + return nil, err + } + return NewSimpleArrowRecord(rec, mr.field2Col), nil +} + +func (mr ManifestReader) Close() error { + if mr.reader != nil { + return mr.reader.Close() + } + return nil +} + +// ChunkedBlobsReader returns a chunk composed of blobs, or io.EOF if no more data +type ChunkedBlobsReader func() ([]*Blob, error) + +type CompositeBinlogRecordReader struct { + fields map[FieldID]*schemapb.FieldSchema + index map[FieldID]int16 + brs []*BinlogReader + rrs []array.RecordReader +} + +var _ RecordReader = (*CompositeBinlogRecordReader)(nil) + +func (crr *CompositeBinlogRecordReader) Next() (Record, error) { + recs := make([]arrow.Array, len(crr.fields)) + nonExistingFields := make([]*schemapb.FieldSchema, 0) + nRows := 0 + for _, f := range crr.fields { + idx := crr.index[f.FieldID] + if crr.rrs[idx] != nil { + if ok := crr.rrs[idx].Next(); !ok { + return nil, io.EOF + } + r := crr.rrs[idx].Record() + recs[idx] = r.Column(0) + if nRows == 0 { + nRows = int(r.NumRows()) + } + if nRows != int(r.NumRows()) { + return nil, merr.WrapErrServiceInternal(fmt.Sprintf("number of rows mismatch for field %d", f.FieldID)) + } + } else { + nonExistingFields = append(nonExistingFields, f) + } + } + for _, f := range nonExistingFields { + // If the field is not in the current batch, fill with null array + arr, err := GenerateEmptyArrayFromSchema(f, nRows) + if err != nil { + return nil, err + } + recs[crr.index[f.FieldID]] = arr + } + return &compositeRecord{ + index: crr.index, + recs: recs, + }, nil +} + +func (crr *CompositeBinlogRecordReader) Close() error { + if crr.brs != nil { + for _, er := range crr.brs { + if er != nil { + er.Close() + } + } + } + if crr.rrs != nil { + for _, rr := range crr.rrs { + if rr != nil { + rr.Release() + } + } + } + return nil +} diff --git a/internal/storage/record_writer.go b/internal/storage/record_writer.go new file mode 100644 index 0000000000..1a5886899b --- /dev/null +++ b/internal/storage/record_writer.go @@ -0,0 +1,370 @@ +// 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 storage + +import ( + "fmt" + "path" + "strconv" + "time" + + "github.com/apache/arrow/go/v17/arrow" + "github.com/apache/arrow/go/v17/arrow/array" + "github.com/samber/lo" + + "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" + "github.com/milvus-io/milvus/internal/storagecommon" + "github.com/milvus-io/milvus/internal/storagev2/packed" + "github.com/milvus-io/milvus/pkg/v2/proto/indexcgopb" + "github.com/milvus-io/milvus/pkg/v2/proto/indexpb" + "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" +) + +var _ RecordWriter = (*packedRecordWriter)(nil) + +type packedRecordWriter struct { + writer *packed.PackedWriter + bufferSize int64 + columnGroups []storagecommon.ColumnGroup + bucketName string + pathsMap map[typeutil.UniqueID]string + schema *schemapb.CollectionSchema + arrowSchema *arrow.Schema + rowNum int64 + writtenUncompressed uint64 + columnGroupUncompressed map[typeutil.UniqueID]uint64 + columnGroupCompressed map[typeutil.UniqueID]uint64 + outputManifest string + storageConfig *indexpb.StorageConfig +} + +func (pw *packedRecordWriter) Write(r Record) error { + var rec arrow.Record + sar, ok := r.(*simpleArrowRecord) + if !ok { + // Get all fields including struct sub-fields + allFields := typeutil.GetAllFieldSchemas(pw.schema) + arrays := make([]arrow.Array, len(allFields)) + for i, field := range allFields { + arrays[i] = r.Column(field.FieldID) + } + rec = array.NewRecord(pw.arrowSchema, arrays, int64(r.Len())) + } else { + rec = sar.r + } + pw.rowNum += int64(r.Len()) + for col, arr := range rec.Columns() { + // size := arr.Data().SizeInBytes() + size := calculateActualDataSize(arr) + pw.writtenUncompressed += size + for _, columnGroup := range pw.columnGroups { + if lo.Contains(columnGroup.Columns, col) { + pw.columnGroupUncompressed[columnGroup.GroupID] += size + break + } + } + } + defer rec.Release() + return pw.writer.WriteRecordBatch(rec) +} + +func (pw *packedRecordWriter) GetWrittenUncompressed() uint64 { + return pw.writtenUncompressed +} + +func (pw *packedRecordWriter) GetColumnGroupWrittenUncompressed(columnGroup typeutil.UniqueID) uint64 { + if size, ok := pw.columnGroupUncompressed[columnGroup]; ok { + return size + } + return 0 +} + +func (pw *packedRecordWriter) GetColumnGroupWrittenCompressed(columnGroup typeutil.UniqueID) uint64 { + if size, ok := pw.columnGroupCompressed[columnGroup]; ok { + return size + } + return 0 +} + +func (pw *packedRecordWriter) GetWrittenPaths(columnGroup typeutil.UniqueID) string { + if path, ok := pw.pathsMap[columnGroup]; ok { + return path + } + return "" +} + +func (pw *packedRecordWriter) GetWrittenManifest() string { + return pw.outputManifest +} + +func (pw *packedRecordWriter) GetWrittenRowNum() int64 { + return pw.rowNum +} + +func (pw *packedRecordWriter) Close() error { + if pw.writer != nil { + err := pw.writer.Close() + if err != nil { + return err + } + for id, fpath := range pw.pathsMap { + truePath := path.Join(pw.bucketName, fpath) + size, err := packed.GetFileSize(truePath, pw.storageConfig) + if err != nil { + return err + } + pw.columnGroupCompressed[id] = uint64(size) + } + } + return nil +} + +func NewPackedRecordWriter( + bucketName string, + paths []string, + schema *schemapb.CollectionSchema, + bufferSize int64, + multiPartUploadSize int64, + columnGroups []storagecommon.ColumnGroup, + storageConfig *indexpb.StorageConfig, + storagePluginContext *indexcgopb.StoragePluginContext, +) (*packedRecordWriter, error) { + // Validate PK field exists before proceeding + _, err := typeutil.GetPrimaryFieldSchema(schema) + if err != nil { + return nil, err + } + + arrowSchema, err := ConvertToArrowSchema(schema, false) + if err != nil { + return nil, merr.WrapErrServiceInternal( + fmt.Sprintf("can not convert collection schema %s to arrow schema: %s", schema.Name, err.Error())) + } + // if storage config is not passed, use common config + storageType := paramtable.Get().CommonCfg.StorageType.GetValue() + if storageConfig != nil { + storageType = storageConfig.GetStorageType() + } + // compose true path before create packed writer here + // and returned writtenPaths shall remain untouched + truePaths := lo.Map(paths, func(p string, _ int) string { + if storageType == "local" { + return p + } + return path.Join(bucketName, p) + }) + writer, err := packed.NewPackedWriter(truePaths, arrowSchema, bufferSize, multiPartUploadSize, columnGroups, storageConfig, storagePluginContext) + if err != nil { + return nil, merr.WrapErrServiceInternal( + fmt.Sprintf("can not new packed record writer %s", err.Error())) + } + columnGroupUncompressed := make(map[typeutil.UniqueID]uint64) + columnGroupCompressed := make(map[typeutil.UniqueID]uint64) + pathsMap := make(map[typeutil.UniqueID]string) + if len(paths) != len(columnGroups) { + return nil, merr.WrapErrParameterInvalid(len(paths), len(columnGroups), + "paths length is not equal to column groups length for packed record writer") + } + for i, columnGroup := range columnGroups { + columnGroupUncompressed[columnGroup.GroupID] = 0 + columnGroupCompressed[columnGroup.GroupID] = 0 + pathsMap[columnGroup.GroupID] = paths[i] + } + return &packedRecordWriter{ + writer: writer, + schema: schema, + arrowSchema: arrowSchema, + bufferSize: bufferSize, + bucketName: bucketName, + pathsMap: pathsMap, + columnGroups: columnGroups, + columnGroupUncompressed: columnGroupUncompressed, + columnGroupCompressed: columnGroupCompressed, + storageConfig: storageConfig, + }, nil +} + +type packedRecordManifestWriter struct { + writer *packed.FFIPackedWriter + bufferSize int64 + columnGroups []storagecommon.ColumnGroup + bucketName string + pathsMap map[typeutil.UniqueID]string + schema *schemapb.CollectionSchema + arrowSchema *arrow.Schema + rowNum int64 + writtenUncompressed uint64 + columnGroupUncompressed map[typeutil.UniqueID]uint64 + columnGroupCompressed map[typeutil.UniqueID]uint64 + outputManifest string + storageConfig *indexpb.StorageConfig +} + +func (pw *packedRecordManifestWriter) Write(r Record) error { + var rec arrow.Record + sar, ok := r.(*simpleArrowRecord) + if !ok { + // Get all fields including struct sub-fields + allFields := typeutil.GetAllFieldSchemas(pw.schema) + arrays := make([]arrow.Array, len(allFields)) + for i, field := range allFields { + arrays[i] = r.Column(field.FieldID) + } + rec = array.NewRecord(pw.arrowSchema, arrays, int64(r.Len())) + } else { + rec = sar.r + } + pw.rowNum += int64(r.Len()) + for col, arr := range rec.Columns() { + // size := arr.Data().SizeInBytes() + size := calculateActualDataSize(arr) + pw.writtenUncompressed += size + for _, columnGroup := range pw.columnGroups { + if lo.Contains(columnGroup.Columns, col) { + pw.columnGroupUncompressed[columnGroup.GroupID] += size + break + } + } + } + defer rec.Release() + return pw.writer.WriteRecordBatch(rec) +} + +func (pw *packedRecordManifestWriter) GetWrittenUncompressed() uint64 { + return pw.writtenUncompressed +} + +func (pw *packedRecordManifestWriter) GetColumnGroupWrittenUncompressed(columnGroup typeutil.UniqueID) uint64 { + if size, ok := pw.columnGroupUncompressed[columnGroup]; ok { + return size + } + return 0 +} + +func (pw *packedRecordManifestWriter) GetColumnGroupWrittenCompressed(columnGroup typeutil.UniqueID) uint64 { + if size, ok := pw.columnGroupCompressed[columnGroup]; ok { + return size + } + return 0 +} + +func (pw *packedRecordManifestWriter) GetWrittenPaths(columnGroup typeutil.UniqueID) string { + if path, ok := pw.pathsMap[columnGroup]; ok { + return path + } + return "" +} + +func (pw *packedRecordManifestWriter) GetWrittenManifest() string { + return pw.outputManifest +} + +func (pw *packedRecordManifestWriter) GetWrittenRowNum() int64 { + return pw.rowNum +} + +func (pw *packedRecordManifestWriter) Close() error { + if pw.writer != nil { + manifest, err := pw.writer.Close() + if err != nil { + return err + } + pw.outputManifest = manifest + for id := range pw.pathsMap { + pw.columnGroupCompressed[id] = uint64(0) + } + } + return nil +} + +func NewPackedRecordManifestWriter( + bucketName string, + basePath string, + schema *schemapb.CollectionSchema, + bufferSize int64, + multiPartUploadSize int64, + columnGroups []storagecommon.ColumnGroup, + storageConfig *indexpb.StorageConfig, + storagePluginContext *indexcgopb.StoragePluginContext, +) (*packedRecordManifestWriter, error) { + // Validate PK field exists before proceeding + _, err := typeutil.GetPrimaryFieldSchema(schema) + if err != nil { + return nil, err + } + + arrowSchema, err := ConvertToArrowSchema(schema, true) + if err != nil { + return nil, merr.WrapErrServiceInternal( + fmt.Sprintf("can not convert collection schema %s to arrow schema: %s", schema.Name, err.Error())) + } + // if storage config is not passed, use common config + storageType := paramtable.Get().CommonCfg.StorageType.GetValue() + if storageConfig != nil { + storageType = storageConfig.GetStorageType() + } + ffiBasePath := basePath + if storageType != "local" { + ffiBasePath = path.Join(bucketName, basePath) + } + writer, err := packed.NewFFIPackedWriter(ffiBasePath, arrowSchema, columnGroups, storageConfig, storagePluginContext) + if err != nil { + return nil, merr.WrapErrServiceInternal( + fmt.Sprintf("can not new packed record writer %s", err.Error())) + } + columnGroupUncompressed := make(map[typeutil.UniqueID]uint64) + columnGroupCompressed := make(map[typeutil.UniqueID]uint64) + + // provide mock path + pathsMap := make(map[typeutil.UniqueID]string) + start := time.Now().UnixNano() + for _, columnGroup := range columnGroups { + columnGroupUncompressed[columnGroup.GroupID] = 0 + columnGroupCompressed[columnGroup.GroupID] = 0 + start++ + pathsMap[columnGroup.GroupID] = path.Join(basePath, strconv.FormatInt(columnGroup.GroupID, 10), strconv.FormatInt(start, 10)) + } + + return &packedRecordManifestWriter{ + writer: writer, + schema: schema, + arrowSchema: arrowSchema, + bufferSize: bufferSize, + bucketName: bucketName, + pathsMap: pathsMap, + columnGroups: columnGroups, + columnGroupUncompressed: columnGroupUncompressed, + columnGroupCompressed: columnGroupCompressed, + storageConfig: storageConfig, + }, nil +} + +// Deprecated, todo remove +func NewPackedSerializeWriter(bucketName string, paths []string, schema *schemapb.CollectionSchema, bufferSize int64, + multiPartUploadSize int64, columnGroups []storagecommon.ColumnGroup, batchSize int, +) (*SerializeWriterImpl[*Value], error) { + packedRecordWriter, err := NewPackedRecordWriter(bucketName, paths, schema, bufferSize, multiPartUploadSize, columnGroups, nil, nil) + if err != nil { + return nil, merr.WrapErrServiceInternal( + fmt.Sprintf("can not new packed record writer %s", err.Error())) + } + return NewSerializeRecordWriter(packedRecordWriter, func(v []*Value) (Record, error) { + return ValueSerializer(v, schema) + }, batchSize), nil +} diff --git a/internal/storage/rw.go b/internal/storage/rw.go index da15b43263..1ea675d041 100644 --- a/internal/storage/rw.go +++ b/internal/storage/rw.go @@ -21,6 +21,7 @@ import ( "encoding/base64" "fmt" sio "io" + "path" "sort" "github.com/samber/lo" @@ -67,6 +68,7 @@ type rwOptions struct { collectionID int64 storageConfig *indexpb.StorageConfig neededFields typeutil.Set[int64] + useLoonFFI bool } func (o *rwOptions) validate() error { @@ -163,6 +165,12 @@ func WithNeededFields(neededFields typeutil.Set[int64]) RwOption { } } +func WithUseLoonFFI(useLoonFFI bool) RwOption { + return func(options *rwOptions) { + options.useLoonFFI = useLoonFFI + } +} + func makeBlobsReader(ctx context.Context, binlogs []*datapb.FieldBinlog, downloader downloaderFn) (ChunkedBlobsReader, error) { if len(binlogs) == 0 { return func() ([]*Blob, error) { @@ -275,11 +283,22 @@ func NewBinlogRecordReader(ctx context.Context, binlogs []*datapb.FieldBinlog, s return binlogs[i].GetFieldID() < binlogs[j].GetFieldID() }) - var err error - rr, err = NewRecordReaderFromBinlogs(binlogs, schema, rwOptions.bufferSize, rwOptions.storageConfig, pluginContext) - if err != nil { - return nil, err + binlogLists := lo.Map(binlogs, func(fieldBinlog *datapb.FieldBinlog, _ int) []*datapb.Binlog { + return fieldBinlog.GetBinlogs() + }) + bucketName := rwOptions.storageConfig.BucketName + paths := make([][]string, len(binlogLists[0])) + for _, binlogs := range binlogLists { + for j, binlog := range binlogs { + logPath := binlog.GetLogPath() + if rwOptions.storageConfig.StorageType != "local" { + logPath = path.Join(bucketName, logPath) + } + paths[j] = append(paths[j], logPath) + } } + // FIXME: add needed fields support + rr = newIterativePackedRecordReader(paths, schema, rwOptions.bufferSize, rwOptions.storageConfig, pluginContext) default: return nil, merr.WrapErrServiceInternal(fmt.Sprintf("unsupported storage version %d", rwOptions.version)) } @@ -289,6 +308,31 @@ func NewBinlogRecordReader(ctx context.Context, binlogs []*datapb.FieldBinlog, s return rr, nil } +func NewManifestRecordReader(ctx context.Context, manifestPath string, schema *schemapb.CollectionSchema, option ...RwOption) (rr RecordReader, err error) { + rwOptions := DefaultReaderOptions() + for _, opt := range option { + opt(rwOptions) + } + if err := rwOptions.validate(); err != nil { + return nil, err + } + + var pluginContext *indexcgopb.StoragePluginContext + if hookutil.IsClusterEncyptionEnabled() { + if ez := hookutil.GetEzByCollProperties(schema.GetProperties(), rwOptions.collectionID); ez != nil { + unsafe := hookutil.GetCipher().GetUnsafeKey(ez.EzID, ez.CollectionID) + if len(unsafe) > 0 { + pluginContext = &indexcgopb.StoragePluginContext{ + EncryptionZoneId: ez.EzID, + CollectionId: ez.CollectionID, + EncryptionKey: string(unsafe), + } + } + } + } + return NewRecordReaderFromManifest(manifestPath, schema, rwOptions.bufferSize, rwOptions.storageConfig, pluginContext) +} + func NewBinlogRecordWriter(ctx context.Context, collectionID, partitionID, segmentID UniqueID, schema *schemapb.CollectionSchema, allocator allocator.Interface, chunkSize uint64, maxRowNum int64, option ...RwOption, @@ -340,12 +384,20 @@ func NewBinlogRecordWriter(ctx context.Context, collectionID, partitionID, segme blobsWriter, allocator, chunkSize, rootPath, maxRowNum, opts..., ) case StorageV2: - return newPackedBinlogRecordWriter(collectionID, partitionID, segmentID, schema, - blobsWriter, allocator, maxRowNum, - rwOptions.bufferSize, rwOptions.multiPartUploadSize, rwOptions.columnGroups, - rwOptions.storageConfig, - pluginContext, - ) + if rwOptions.useLoonFFI { + return newPackedManifestRecordWriter(collectionID, partitionID, segmentID, schema, + blobsWriter, allocator, maxRowNum, + rwOptions.bufferSize, rwOptions.multiPartUploadSize, rwOptions.columnGroups, + rwOptions.storageConfig, + pluginContext) + } else { + return newPackedBinlogRecordWriter(collectionID, partitionID, segmentID, schema, + blobsWriter, allocator, maxRowNum, + rwOptions.bufferSize, rwOptions.multiPartUploadSize, rwOptions.columnGroups, + rwOptions.storageConfig, + pluginContext, + ) + } } return nil, merr.WrapErrServiceInternal(fmt.Sprintf("unsupported storage version %d", rwOptions.version)) } diff --git a/internal/storage/rw_test.go b/internal/storage/rw_test.go index 01ef8a674a..44b6908f0c 100644 --- a/internal/storage/rw_test.go +++ b/internal/storage/rw_test.go @@ -161,7 +161,7 @@ func (s *PackedBinlogRecordSuite) TestPackedBinlogRecordIntegration() { rowNum := w.GetRowNum() s.Equal(rowNum, int64(rows)) - fieldBinlogs, statsLog, bm25StatsLog := w.GetLogs() + fieldBinlogs, statsLog, bm25StatsLog, _ := w.GetLogs() s.Equal(len(fieldBinlogs), len(columnGroups)) for _, columnGroup := range fieldBinlogs { s.Equal(len(columnGroup.Binlogs), 1) @@ -240,7 +240,7 @@ func (s *PackedBinlogRecordSuite) TestGenerateBM25Stats() { s.NoError(err) err = w.Close() s.NoError(err) - fieldBinlogs, statsLog, bm25StatsLog := w.GetLogs() + fieldBinlogs, statsLog, bm25StatsLog, _ := w.GetLogs() s.Equal(len(fieldBinlogs), len(columnGroups)) s.Equal(statsLog.Binlogs[0].EntriesNum, int64(1)) diff --git a/internal/storage/schema.go b/internal/storage/schema.go index afbc871625..5b622bf3e7 100644 --- a/internal/storage/schema.go +++ b/internal/storage/schema.go @@ -1,6 +1,7 @@ package storage import ( + "fmt" "strconv" "github.com/apache/arrow/go/v17/arrow" @@ -11,7 +12,7 @@ import ( "github.com/milvus-io/milvus/pkg/v2/util/typeutil" ) -func ConvertToArrowSchema(schema *schemapb.CollectionSchema) (*arrow.Schema, error) { +func ConvertToArrowSchema(schema *schemapb.CollectionSchema, useFieldID bool) (*arrow.Schema, error) { fieldCount := typeutil.GetTotalFieldsNum(schema) arrowFields := make([]arrow.Field, 0, fieldCount) appendArrowField := func(field *schemapb.FieldSchema) error { @@ -37,7 +38,7 @@ func ConvertToArrowSchema(schema *schemapb.CollectionSchema) (*arrow.Schema, err } arrowType := serdeMap[field.DataType].arrowType(dim, elementType) - arrowField := ConvertToArrowField(field, arrowType) + arrowField := ConvertToArrowField(field, arrowType, useFieldID) // Add extra metadata for ArrayOfVector if field.DataType == schemapb.DataType_ArrayOfVector { @@ -67,11 +68,15 @@ func ConvertToArrowSchema(schema *schemapb.CollectionSchema) (*arrow.Schema, err return arrow.NewSchema(arrowFields, nil), nil } -func ConvertToArrowField(field *schemapb.FieldSchema, dataType arrow.DataType) arrow.Field { - return arrow.Field{ +func ConvertToArrowField(field *schemapb.FieldSchema, dataType arrow.DataType, useFieldID bool) arrow.Field { + f := arrow.Field{ Name: field.GetName(), Type: dataType, Metadata: arrow.NewMetadata([]string{packed.ArrowFieldIdMetadataKey}, []string{strconv.Itoa(int(field.GetFieldID()))}), Nullable: field.GetNullable(), } + if useFieldID { + field.Name = fmt.Sprintf("%d", field.GetFieldID()) + } + return f } diff --git a/internal/storage/schema_test.go b/internal/storage/schema_test.go index 574325a386..0b72e8aeb7 100644 --- a/internal/storage/schema_test.go +++ b/internal/storage/schema_test.go @@ -56,7 +56,7 @@ func TestConvertArrowSchema(t *testing.T) { Fields: fieldSchemas, StructArrayFields: StructArrayFieldSchemas, } - arrowSchema, err := ConvertToArrowSchema(schema) + arrowSchema, err := ConvertToArrowSchema(schema, false) assert.NoError(t, err) assert.Equal(t, len(fieldSchemas)+len(StructArrayFieldSchemas[0].Fields), len(arrowSchema.Fields())) } @@ -84,6 +84,6 @@ func TestConvertArrowSchemaWithoutDim(t *testing.T) { schema := &schemapb.CollectionSchema{ Fields: fieldSchemas, } - _, err := ConvertToArrowSchema(schema) + _, err := ConvertToArrowSchema(schema, false) assert.Error(t, err) } diff --git a/internal/storage/serde.go b/internal/storage/serde.go index 328a1f50c0..0e720f90c7 100644 --- a/internal/storage/serde.go +++ b/internal/storage/serde.go @@ -45,11 +45,6 @@ type Record interface { Retain() } -type RecordReader interface { - Next() (Record, error) - Close() error -} - type RecordWriter interface { Write(r Record) error GetWrittenUncompressed() uint64 diff --git a/internal/storage/serde_events.go b/internal/storage/serde_events.go index 358f4f97d8..adbc44a4de 100644 --- a/internal/storage/serde_events.go +++ b/internal/storage/serde_events.go @@ -22,7 +22,6 @@ import ( "fmt" "io" "math" - "path" "sort" "strconv" @@ -35,278 +34,14 @@ import ( "github.com/milvus-io/milvus-proto/go-api/v2/hook" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/internal/allocator" - "github.com/milvus-io/milvus/internal/json" - "github.com/milvus-io/milvus/internal/storagev2/packed" "github.com/milvus-io/milvus/pkg/v2/common" "github.com/milvus-io/milvus/pkg/v2/log" "github.com/milvus-io/milvus/pkg/v2/proto/datapb" - "github.com/milvus-io/milvus/pkg/v2/proto/indexcgopb" - "github.com/milvus-io/milvus/pkg/v2/proto/indexpb" "github.com/milvus-io/milvus/pkg/v2/util/merr" "github.com/milvus-io/milvus/pkg/v2/util/metautil" "github.com/milvus-io/milvus/pkg/v2/util/typeutil" ) -func NewRecordReaderFromBinlogs(fieldBinlogs []*datapb.FieldBinlog, - schema *schemapb.CollectionSchema, - bufferSize int64, - storageConfig *indexpb.StorageConfig, - storagePluginContext *indexcgopb.StoragePluginContext, -) (RecordReader, error) { - // check legacy or import binlog struct - for _, fieldBinlog := range fieldBinlogs { - if len(fieldBinlog.ChildFields) == 0 { - binlogLists := lo.Map(fieldBinlogs, func(fieldBinlog *datapb.FieldBinlog, _ int) []*datapb.Binlog { - return fieldBinlog.GetBinlogs() - }) - bucketName := storageConfig.BucketName - paths := make([][]string, len(binlogLists[0])) - for _, binlogs := range binlogLists { - for j, binlog := range binlogs { - logPath := binlog.GetLogPath() - if storageConfig.StorageType != "local" { - logPath = path.Join(bucketName, logPath) - } - paths[j] = append(paths[j], logPath) - } - } - return newIterativePackedRecordReader(paths, schema, bufferSize, storageConfig, storagePluginContext), nil - } - } - return NewManifestReaderFromBinlogs(fieldBinlogs, schema, bufferSize, storageConfig, storagePluginContext) -} - -var _ RecordReader = (*IterativeRecordReader)(nil) - -type IterativeRecordReader struct { - cur RecordReader - iterate func() (RecordReader, error) -} - -// Close implements RecordReader. -func (ir *IterativeRecordReader) Close() error { - if ir.cur != nil { - return ir.cur.Close() - } - return nil -} - -func (ir *IterativeRecordReader) Next() (Record, error) { - if ir.cur == nil { - r, err := ir.iterate() - if err != nil { - return nil, err - } - ir.cur = r - } - rec, err := ir.cur.Next() - if err == io.EOF { - closeErr := ir.cur.Close() - if closeErr != nil { - return nil, closeErr - } - ir.cur, err = ir.iterate() - if err != nil { - return nil, err - } - rec, err = ir.cur.Next() - } - return rec, err -} - -type Manifest struct { - Version int `json:"version"` - ColumnGroups []*ColumnGroup `json:"column_groups"` -} - -type ColumnGroup struct { - Columns []string `json:"columns"` - Format string `json:"format"` - Paths []string `json:"paths"` -} - -type ManifestReader struct { - fieldBinlogs []*datapb.FieldBinlog - reader *packed.FFIPackedReader - - bufferSize int64 - arrowSchema *arrow.Schema - schema *schemapb.CollectionSchema - schemaHelper *typeutil.SchemaHelper - field2Col map[FieldID]int - storageConfig *indexpb.StorageConfig - storagePluginContext *indexcgopb.StoragePluginContext - - neededColumns []string -} - -// NewManifestReaderFromBinlogs creates a ManifestReader from binlogs -func NewManifestReaderFromBinlogs(fieldBinlogs []*datapb.FieldBinlog, - schema *schemapb.CollectionSchema, - bufferSize int64, - storageConfig *indexpb.StorageConfig, - storagePluginContext *indexcgopb.StoragePluginContext, -) (*ManifestReader, error) { - arrowSchema, err := ConvertToArrowSchema(schema) - if err != nil { - return nil, merr.WrapErrParameterInvalid("convert collection schema [%s] to arrow schema error: %s", schema.Name, err.Error()) - } - schemaHelper, err := typeutil.CreateSchemaHelper(schema) - if err != nil { - return nil, err - } - field2Col := make(map[FieldID]int) - allFields := typeutil.GetAllFieldSchemas(schema) - neededColumns := make([]string, 0, len(allFields)) - for i, field := range allFields { - field2Col[field.FieldID] = i - neededColumns = append(neededColumns, field.Name) - } - prr := &ManifestReader{ - fieldBinlogs: fieldBinlogs, - bufferSize: bufferSize, - arrowSchema: arrowSchema, - schema: schema, - schemaHelper: schemaHelper, - field2Col: field2Col, - storageConfig: storageConfig, - storagePluginContext: storagePluginContext, - - neededColumns: neededColumns, - } - - err = prr.init() - if err != nil { - return nil, err - } - - return prr, nil -} - -func (mr *ManifestReader) generateManifest() (string, error) { - m := &Manifest{ - Version: 0, - ColumnGroups: lo.Map(mr.fieldBinlogs, func(binlog *datapb.FieldBinlog, _ int) *ColumnGroup { - return &ColumnGroup{ - Columns: lo.Map(binlog.ChildFields, func(fieldID int64, _ int) string { - field, err := mr.schemaHelper.GetFieldFromID(fieldID) - if err != nil { - // return empty string if field not found - return "" - } - return field.GetName() - }), - Format: "parquet", - Paths: lo.Map(binlog.Binlogs, func(binlog *datapb.Binlog, _ int) string { - p := binlog.GetLogPath() - if mr.storageConfig.StorageType != "local" { - p = path.Join(mr.storageConfig.BucketName, p) - } - return p - }), - } - }), - } - bs, err := json.Marshal(m) - return string(bs), err -} - -func (mr *ManifestReader) init() error { - manifest, err := mr.generateManifest() - if err != nil { - return err - } - // TODO add needed column option - - reader, err := packed.NewFFIPackedReader(manifest, mr.arrowSchema, mr.neededColumns, mr.bufferSize, mr.storageConfig, mr.storagePluginContext) - if err != nil { - return err - } - mr.reader = reader - return nil -} - -func (mr ManifestReader) Next() (Record, error) { - rec, err := mr.reader.ReadNext() - if err != nil { - return nil, err - } - return NewSimpleArrowRecord(rec, mr.field2Col), nil -} - -func (mr ManifestReader) Close() error { - if mr.reader != nil { - return mr.reader.Close() - } - return nil -} - -// ChunkedBlobsReader returns a chunk composed of blobs, or io.EOF if no more data -type ChunkedBlobsReader func() ([]*Blob, error) - -type CompositeBinlogRecordReader struct { - fields map[FieldID]*schemapb.FieldSchema - index map[FieldID]int16 - brs []*BinlogReader - rrs []array.RecordReader -} - -var _ RecordReader = (*CompositeBinlogRecordReader)(nil) - -func (crr *CompositeBinlogRecordReader) Next() (Record, error) { - recs := make([]arrow.Array, len(crr.fields)) - nonExistingFields := make([]*schemapb.FieldSchema, 0) - nRows := 0 - for _, f := range crr.fields { - idx := crr.index[f.FieldID] - if crr.rrs[idx] != nil { - if ok := crr.rrs[idx].Next(); !ok { - return nil, io.EOF - } - r := crr.rrs[idx].Record() - recs[idx] = r.Column(0) - if nRows == 0 { - nRows = int(r.NumRows()) - } - if nRows != int(r.NumRows()) { - return nil, merr.WrapErrServiceInternal(fmt.Sprintf("number of rows mismatch for field %d", f.FieldID)) - } - } else { - nonExistingFields = append(nonExistingFields, f) - } - } - for _, f := range nonExistingFields { - // If the field is not in the current batch, fill with null array - arr, err := GenerateEmptyArrayFromSchema(f, nRows) - if err != nil { - return nil, err - } - recs[crr.index[f.FieldID]] = arr - } - return &compositeRecord{ - index: crr.index, - recs: recs, - }, nil -} - -func (crr *CompositeBinlogRecordReader) Close() error { - if crr.brs != nil { - for _, er := range crr.brs { - if er != nil { - er.Close() - } - } - } - if crr.rrs != nil { - for _, rr := range crr.rrs { - if rr != nil { - rr.Release() - } - } - } - return nil -} - func parseBlobKey(blobKey string) (colId FieldID, logId UniqueID) { if _, _, _, colId, logId, ok := metautil.ParseInsertLogPath(blobKey); ok { return colId, logId @@ -738,25 +473,12 @@ func ValueSerializer(v []*Value, schema *schemapb.CollectionSchema) (Record, err builder := builders[field.FieldID] arrays[i] = builder.NewArray() builder.Release() - fields[i] = ConvertToArrowField(field, arrays[i].DataType()) + fields[i] = ConvertToArrowField(field, arrays[i].DataType(), false) field2Col[field.FieldID] = i } return NewSimpleArrowRecord(array.NewRecord(arrow.NewSchema(fields, nil), arrays, int64(len(v))), field2Col), nil } -type BinlogRecordWriter interface { - RecordWriter - GetLogs() ( - fieldBinlogs map[FieldID]*datapb.FieldBinlog, - statsLog *datapb.FieldBinlog, - bm25StatsLog map[FieldID]*datapb.FieldBinlog, - ) - GetRowNum() int64 - FlushChunk() error - GetBufferUncompressed() uint64 - Schema() *schemapb.CollectionSchema -} - type ChunkedBlobsWriter func([]*Blob) error type CompositeBinlogRecordWriter struct { @@ -975,8 +697,9 @@ func (c *CompositeBinlogRecordWriter) GetLogs() ( fieldBinlogs map[FieldID]*datapb.FieldBinlog, statsLog *datapb.FieldBinlog, bm25StatsLog map[FieldID]*datapb.FieldBinlog, + manifest string, ) { - return c.fieldBinlogs, c.statsLog, c.bm25StatsLog + return c.fieldBinlogs, c.statsLog, c.bm25StatsLog, "" } func (c *CompositeBinlogRecordWriter) GetRowNum() int64 { diff --git a/internal/storage/serde_events_test.go b/internal/storage/serde_events_test.go index 5875dc3c1d..b5355dceee 100644 --- a/internal/storage/serde_events_test.go +++ b/internal/storage/serde_events_test.go @@ -177,7 +177,7 @@ func TestBinlogSerializeWriter(t *testing.T) { err = writer.Close() assert.NoError(t, err) - logs, _, _ := writer.GetLogs() + logs, _, _, _ := writer.GetLogs() assert.Equal(t, 18, len(logs)) assert.Equal(t, 5, len(logs[0].Binlogs)) }) diff --git a/internal/storage/serde_events_v2.go b/internal/storage/serde_events_v2.go index cd54b1e2ec..09443407d7 100644 --- a/internal/storage/serde_events_v2.go +++ b/internal/storage/serde_events_v2.go @@ -15,519 +15,3 @@ // limitations under the License. package storage - -import ( - "fmt" - "io" - "path" - - "github.com/apache/arrow/go/v17/arrow" - "github.com/apache/arrow/go/v17/arrow/array" - "github.com/samber/lo" - - "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" - "github.com/milvus-io/milvus/internal/allocator" - "github.com/milvus-io/milvus/internal/storagecommon" - "github.com/milvus-io/milvus/internal/storagev2/packed" - "github.com/milvus-io/milvus/pkg/v2/common" - "github.com/milvus-io/milvus/pkg/v2/proto/datapb" - "github.com/milvus-io/milvus/pkg/v2/proto/indexcgopb" - "github.com/milvus-io/milvus/pkg/v2/proto/indexpb" - "github.com/milvus-io/milvus/pkg/v2/util/merr" - "github.com/milvus-io/milvus/pkg/v2/util/metautil" - "github.com/milvus-io/milvus/pkg/v2/util/paramtable" - "github.com/milvus-io/milvus/pkg/v2/util/typeutil" -) - -type packedRecordReader struct { - reader *packed.PackedReader - field2Col map[FieldID]int -} - -var _ RecordReader = (*packedRecordReader)(nil) - -func (pr *packedRecordReader) Next() (Record, error) { - rec, err := pr.reader.ReadNext() - if err != nil { - return nil, err - } - return NewSimpleArrowRecord(rec, pr.field2Col), nil -} - -func (pr *packedRecordReader) Close() error { - if pr.reader != nil { - return pr.reader.Close() - } - return nil -} - -func newPackedRecordReader( - paths []string, - schema *schemapb.CollectionSchema, - bufferSize int64, - storageConfig *indexpb.StorageConfig, - storagePluginContext *indexcgopb.StoragePluginContext, -) (*packedRecordReader, error) { - arrowSchema, err := ConvertToArrowSchema(schema) - if err != nil { - return nil, merr.WrapErrParameterInvalid("convert collection schema [%s] to arrow schema error: %s", schema.Name, err.Error()) - } - field2Col := make(map[FieldID]int) - allFields := typeutil.GetAllFieldSchemas(schema) - for i, field := range allFields { - field2Col[field.FieldID] = i - } - reader, err := packed.NewPackedReader(paths, arrowSchema, bufferSize, storageConfig, storagePluginContext) - if err != nil { - return nil, err - } - return &packedRecordReader{ - reader: reader, - field2Col: field2Col, - }, nil -} - -func newIterativePackedRecordReader( - paths [][]string, - schema *schemapb.CollectionSchema, - bufferSize int64, - storageConfig *indexpb.StorageConfig, - storagePluginContext *indexcgopb.StoragePluginContext, -) *IterativeRecordReader { - chunk := 0 - return &IterativeRecordReader{ - iterate: func() (RecordReader, error) { - if chunk >= len(paths) { - return nil, io.EOF - } - currentPaths := paths[chunk] - chunk++ - return newPackedRecordReader(currentPaths, schema, bufferSize, storageConfig, storagePluginContext) - }, - } -} - -var _ RecordWriter = (*packedRecordWriter)(nil) - -type packedRecordWriter struct { - writer *packed.PackedWriter - bufferSize int64 - columnGroups []storagecommon.ColumnGroup - bucketName string - pathsMap map[typeutil.UniqueID]string - schema *schemapb.CollectionSchema - arrowSchema *arrow.Schema - rowNum int64 - writtenUncompressed uint64 - columnGroupUncompressed map[typeutil.UniqueID]uint64 - columnGroupCompressed map[typeutil.UniqueID]uint64 - storageConfig *indexpb.StorageConfig -} - -func (pw *packedRecordWriter) Write(r Record) error { - var rec arrow.Record - sar, ok := r.(*simpleArrowRecord) - if !ok { - // Get all fields including struct sub-fields - allFields := typeutil.GetAllFieldSchemas(pw.schema) - arrays := make([]arrow.Array, len(allFields)) - for i, field := range allFields { - arrays[i] = r.Column(field.FieldID) - } - rec = array.NewRecord(pw.arrowSchema, arrays, int64(r.Len())) - } else { - rec = sar.r - } - pw.rowNum += int64(r.Len()) - for col, arr := range rec.Columns() { - // size := arr.Data().SizeInBytes() - size := calculateActualDataSize(arr) - pw.writtenUncompressed += size - for _, columnGroup := range pw.columnGroups { - if lo.Contains(columnGroup.Columns, col) { - pw.columnGroupUncompressed[columnGroup.GroupID] += size - break - } - } - } - defer rec.Release() - return pw.writer.WriteRecordBatch(rec) -} - -func (pw *packedRecordWriter) GetWrittenUncompressed() uint64 { - return pw.writtenUncompressed -} - -func (pw *packedRecordWriter) GetColumnGroupWrittenUncompressed(columnGroup typeutil.UniqueID) uint64 { - if size, ok := pw.columnGroupUncompressed[columnGroup]; ok { - return size - } - return 0 -} - -func (pw *packedRecordWriter) GetColumnGroupWrittenCompressed(columnGroup typeutil.UniqueID) uint64 { - if size, ok := pw.columnGroupCompressed[columnGroup]; ok { - return size - } - return 0 -} - -func (pw *packedRecordWriter) GetWrittenPaths(columnGroup typeutil.UniqueID) string { - if path, ok := pw.pathsMap[columnGroup]; ok { - return path - } - return "" -} - -func (pw *packedRecordWriter) GetWrittenRowNum() int64 { - return pw.rowNum -} - -func (pw *packedRecordWriter) Close() error { - if pw.writer != nil { - err := pw.writer.Close() - if err != nil { - return err - } - for id, fpath := range pw.pathsMap { - truePath := path.Join(pw.bucketName, fpath) - size, err := packed.GetFileSize(truePath, pw.storageConfig) - if err != nil { - return err - } - pw.columnGroupCompressed[id] = uint64(size) - } - } - return nil -} - -func NewPackedRecordWriter( - bucketName string, - paths []string, - schema *schemapb.CollectionSchema, - bufferSize int64, - multiPartUploadSize int64, - columnGroups []storagecommon.ColumnGroup, - storageConfig *indexpb.StorageConfig, - storagePluginContext *indexcgopb.StoragePluginContext, -) (*packedRecordWriter, error) { - // Validate PK field exists before proceeding - _, err := typeutil.GetPrimaryFieldSchema(schema) - if err != nil { - return nil, err - } - - arrowSchema, err := ConvertToArrowSchema(schema) - if err != nil { - return nil, merr.WrapErrServiceInternal( - fmt.Sprintf("can not convert collection schema %s to arrow schema: %s", schema.Name, err.Error())) - } - // if storage config is not passed, use common config - storageType := paramtable.Get().CommonCfg.StorageType.GetValue() - if storageConfig != nil { - storageType = storageConfig.GetStorageType() - } - // compose true path before create packed writer here - // and returned writtenPaths shall remain untouched - truePaths := lo.Map(paths, func(p string, _ int) string { - if storageType == "local" { - return p - } - return path.Join(bucketName, p) - }) - writer, err := packed.NewPackedWriter(truePaths, arrowSchema, bufferSize, multiPartUploadSize, columnGroups, storageConfig, storagePluginContext) - if err != nil { - return nil, merr.WrapErrServiceInternal( - fmt.Sprintf("can not new packed record writer %s", err.Error())) - } - columnGroupUncompressed := make(map[typeutil.UniqueID]uint64) - columnGroupCompressed := make(map[typeutil.UniqueID]uint64) - pathsMap := make(map[typeutil.UniqueID]string) - if len(paths) != len(columnGroups) { - return nil, merr.WrapErrParameterInvalid(len(paths), len(columnGroups), - "paths length is not equal to column groups length for packed record writer") - } - for i, columnGroup := range columnGroups { - columnGroupUncompressed[columnGroup.GroupID] = 0 - columnGroupCompressed[columnGroup.GroupID] = 0 - pathsMap[columnGroup.GroupID] = paths[i] - } - return &packedRecordWriter{ - writer: writer, - schema: schema, - arrowSchema: arrowSchema, - bufferSize: bufferSize, - bucketName: bucketName, - pathsMap: pathsMap, - columnGroups: columnGroups, - columnGroupUncompressed: columnGroupUncompressed, - columnGroupCompressed: columnGroupCompressed, - storageConfig: storageConfig, - }, nil -} - -// Deprecated, todo remove -func NewPackedSerializeWriter(bucketName string, paths []string, schema *schemapb.CollectionSchema, bufferSize int64, - multiPartUploadSize int64, columnGroups []storagecommon.ColumnGroup, batchSize int, -) (*SerializeWriterImpl[*Value], error) { - packedRecordWriter, err := NewPackedRecordWriter(bucketName, paths, schema, bufferSize, multiPartUploadSize, columnGroups, nil, nil) - if err != nil { - return nil, merr.WrapErrServiceInternal( - fmt.Sprintf("can not new packed record writer %s", err.Error())) - } - return NewSerializeRecordWriter(packedRecordWriter, func(v []*Value) (Record, error) { - return ValueSerializer(v, schema) - }, batchSize), nil -} - -var _ BinlogRecordWriter = (*PackedBinlogRecordWriter)(nil) - -type PackedBinlogRecordWriter struct { - // attributes - collectionID UniqueID - partitionID UniqueID - segmentID UniqueID - schema *schemapb.CollectionSchema - BlobsWriter ChunkedBlobsWriter - allocator allocator.Interface - maxRowNum int64 - arrowSchema *arrow.Schema - bufferSize int64 - multiPartUploadSize int64 - columnGroups []storagecommon.ColumnGroup - storageConfig *indexpb.StorageConfig - storagePluginContext *indexcgopb.StoragePluginContext - - // writer and stats generated at runtime - writer *packedRecordWriter - pkCollector *PkStatsCollector - bm25Collector *Bm25StatsCollector - tsFrom typeutil.Timestamp - tsTo typeutil.Timestamp - rowNum int64 - writtenUncompressed uint64 - - // results - fieldBinlogs map[FieldID]*datapb.FieldBinlog - statsLog *datapb.FieldBinlog - bm25StatsLog map[FieldID]*datapb.FieldBinlog -} - -func (pw *PackedBinlogRecordWriter) Write(r Record) error { - if err := pw.initWriters(r); err != nil { - return err - } - - // Track timestamps - tsArray := r.Column(common.TimeStampField).(*array.Int64) - rows := r.Len() - for i := 0; i < rows; i++ { - ts := typeutil.Timestamp(tsArray.Value(i)) - if ts < pw.tsFrom { - pw.tsFrom = ts - } - if ts > pw.tsTo { - pw.tsTo = ts - } - } - - // Collect statistics - if err := pw.pkCollector.Collect(r); err != nil { - return err - } - if err := pw.bm25Collector.Collect(r); err != nil { - return err - } - - err := pw.writer.Write(r) - if err != nil { - return merr.WrapErrServiceInternal(fmt.Sprintf("write record batch error: %s", err.Error())) - } - pw.writtenUncompressed = pw.writer.GetWrittenUncompressed() - return nil -} - -func (pw *PackedBinlogRecordWriter) initWriters(r Record) error { - if pw.writer == nil { - if len(pw.columnGroups) == 0 { - allFields := typeutil.GetAllFieldSchemas(pw.schema) - pw.columnGroups = storagecommon.SplitColumns(allFields, pw.getColumnStatsFromRecord(r, allFields), storagecommon.DefaultPolicies()...) - } - logIdStart, _, err := pw.allocator.Alloc(uint32(len(pw.columnGroups))) - if err != nil { - return err - } - paths := []string{} - for _, columnGroup := range pw.columnGroups { - path := metautil.BuildInsertLogPath(pw.storageConfig.GetRootPath(), pw.collectionID, pw.partitionID, pw.segmentID, columnGroup.GroupID, logIdStart) - paths = append(paths, path) - logIdStart++ - } - pw.writer, err = NewPackedRecordWriter(pw.storageConfig.GetBucketName(), paths, pw.schema, pw.bufferSize, pw.multiPartUploadSize, pw.columnGroups, pw.storageConfig, pw.storagePluginContext) - if err != nil { - return merr.WrapErrServiceInternal(fmt.Sprintf("can not new packed record writer %s", err.Error())) - } - } - return nil -} - -func (pw *PackedBinlogRecordWriter) getColumnStatsFromRecord(r Record, allFields []*schemapb.FieldSchema) map[int64]storagecommon.ColumnStats { - result := make(map[int64]storagecommon.ColumnStats) - for _, field := range allFields { - if arr := r.Column(field.FieldID); arr != nil { - result[field.FieldID] = storagecommon.ColumnStats{ - AvgSize: int64(arr.Data().SizeInBytes()) / int64(arr.Len()), - } - } - } - return result -} - -func (pw *PackedBinlogRecordWriter) GetWrittenUncompressed() uint64 { - return pw.writtenUncompressed -} - -func (pw *PackedBinlogRecordWriter) Close() error { - if pw.writer != nil { - if err := pw.writer.Close(); err != nil { - return err - } - } - pw.finalizeBinlogs() - if err := pw.writeStats(); err != nil { - return err - } - return nil -} - -func (pw *PackedBinlogRecordWriter) finalizeBinlogs() { - if pw.writer == nil { - return - } - pw.rowNum = pw.writer.GetWrittenRowNum() - if pw.fieldBinlogs == nil { - pw.fieldBinlogs = make(map[FieldID]*datapb.FieldBinlog, len(pw.columnGroups)) - } - for _, columnGroup := range pw.columnGroups { - columnGroupID := columnGroup.GroupID - if _, exists := pw.fieldBinlogs[columnGroupID]; !exists { - pw.fieldBinlogs[columnGroupID] = &datapb.FieldBinlog{ - FieldID: columnGroupID, - ChildFields: columnGroup.Fields, - } - } - pw.fieldBinlogs[columnGroupID].Binlogs = append(pw.fieldBinlogs[columnGroupID].Binlogs, &datapb.Binlog{ - LogSize: int64(pw.writer.GetColumnGroupWrittenCompressed(columnGroupID)), - MemorySize: int64(pw.writer.GetColumnGroupWrittenUncompressed(columnGroupID)), - LogPath: pw.writer.GetWrittenPaths(columnGroupID), - EntriesNum: pw.writer.GetWrittenRowNum(), - TimestampFrom: pw.tsFrom, - TimestampTo: pw.tsTo, - }) - } -} - -func (pw *PackedBinlogRecordWriter) writeStats() error { - // Write PK stats - pkStatsMap, err := pw.pkCollector.Digest( - pw.collectionID, - pw.partitionID, - pw.segmentID, - pw.storageConfig.GetRootPath(), - pw.rowNum, - pw.allocator, - pw.BlobsWriter, - ) - if err != nil { - return err - } - // Extract single PK stats from map - for _, statsLog := range pkStatsMap { - pw.statsLog = statsLog - break - } - - // Write BM25 stats - bm25StatsLog, err := pw.bm25Collector.Digest( - pw.collectionID, - pw.partitionID, - pw.segmentID, - pw.storageConfig.GetRootPath(), - pw.rowNum, - pw.allocator, - pw.BlobsWriter, - ) - if err != nil { - return err - } - pw.bm25StatsLog = bm25StatsLog - - return nil -} - -func (pw *PackedBinlogRecordWriter) GetLogs() ( - fieldBinlogs map[FieldID]*datapb.FieldBinlog, - statsLog *datapb.FieldBinlog, - bm25StatsLog map[FieldID]*datapb.FieldBinlog, -) { - return pw.fieldBinlogs, pw.statsLog, pw.bm25StatsLog -} - -func (pw *PackedBinlogRecordWriter) GetRowNum() int64 { - return pw.rowNum -} - -func (pw *PackedBinlogRecordWriter) FlushChunk() error { - return nil // do nothing -} - -func (pw *PackedBinlogRecordWriter) Schema() *schemapb.CollectionSchema { - return pw.schema -} - -func (pw *PackedBinlogRecordWriter) GetBufferUncompressed() uint64 { - return uint64(pw.multiPartUploadSize) -} - -func newPackedBinlogRecordWriter(collectionID, partitionID, segmentID UniqueID, schema *schemapb.CollectionSchema, - blobsWriter ChunkedBlobsWriter, allocator allocator.Interface, maxRowNum int64, bufferSize, multiPartUploadSize int64, columnGroups []storagecommon.ColumnGroup, - storageConfig *indexpb.StorageConfig, - storagePluginContext *indexcgopb.StoragePluginContext, -) (*PackedBinlogRecordWriter, error) { - arrowSchema, err := ConvertToArrowSchema(schema) - if err != nil { - return nil, merr.WrapErrParameterInvalid("convert collection schema [%s] to arrow schema error: %s", schema.Name, err.Error()) - } - - writer := &PackedBinlogRecordWriter{ - collectionID: collectionID, - partitionID: partitionID, - segmentID: segmentID, - schema: schema, - arrowSchema: arrowSchema, - BlobsWriter: blobsWriter, - allocator: allocator, - maxRowNum: maxRowNum, - bufferSize: bufferSize, - multiPartUploadSize: multiPartUploadSize, - columnGroups: columnGroups, - storageConfig: storageConfig, - storagePluginContext: storagePluginContext, - tsFrom: typeutil.MaxTimestamp, - tsTo: 0, - } - - // Create stats collectors - writer.pkCollector, err = NewPkStatsCollector( - collectionID, - schema, - maxRowNum, - ) - if err != nil { - return nil, err - } - - writer.bm25Collector = NewBm25StatsCollector(schema) - - return writer, nil -} diff --git a/internal/storage/serde_test.go b/internal/storage/serde_test.go index c9196abab3..718b8e77bc 100644 --- a/internal/storage/serde_test.go +++ b/internal/storage/serde_test.go @@ -436,7 +436,7 @@ func TestArrayOfVectorIntegration(t *testing.T) { }, } - arrowSchema, err := ConvertToArrowSchema(schema) + arrowSchema, err := ConvertToArrowSchema(schema, false) assert.NoError(t, err) assert.NotNil(t, arrowSchema) diff --git a/internal/storagev2/packed/ffi_common.go b/internal/storagev2/packed/ffi_common.go new file mode 100644 index 0000000000..8bb3bafbcb --- /dev/null +++ b/internal/storagev2/packed/ffi_common.go @@ -0,0 +1,215 @@ +package packed + +/* +#cgo pkg-config: milvus_core milvus-storage +#include +#include "milvus-storage/ffi_c.h" +#include "arrow/c/abi.h" +#include "arrow/c/helpers.h" +*/ +import "C" + +import ( + "encoding/json" + "fmt" + "strconv" + "unsafe" + + "github.com/milvus-io/milvus/pkg/v2/proto/indexpb" +) + +// Property keys - matching milvus-storage/properties.h +const ( + PropertyFSAddress = "fs.address" + PropertyFSBucketName = "fs.bucket_name" + PropertyFSAccessKeyID = "fs.access_key_id" + PropertyFSAccessKeyValue = "fs.access_key_value" + PropertyFSRootPath = "fs.root_path" + PropertyFSStorageType = "fs.storage_type" + PropertyFSCloudProvider = "fs.cloud_provider" + PropertyFSIAMEndpoint = "fs.iam_endpoint" + PropertyFSLogLevel = "fs.log_level" + PropertyFSRegion = "fs.region" + PropertyFSUseSSL = "fs.use_ssl" + PropertyFSSSLCACert = "fs.ssl_ca_cert" + PropertyFSUseIAM = "fs.use_iam" + PropertyFSUseVirtualHost = "fs.use_virtual_host" + PropertyFSRequestTimeoutMS = "fs.request_timeout_ms" + PropertyFSGCPCredentialJSON = "fs.gcp_credential_json" + PropertyFSUseCustomPartUpload = "fs.use_custom_part_upload" + + PropertyWriterPolicy = "writer.policy" + PropertyWriterSchemaBasedPattern = "writer.split.schema_based.patterns" +) + +// MakePropertiesFromStorageConfig creates a Properties object from StorageConfig +// This function converts a StorageConfig structure into a Properties object by +// calling the FFI properties_create function. All configuration fields from +// StorageConfig are mapped to corresponding key-value pairs in Properties. +func MakePropertiesFromStorageConfig(storageConfig *indexpb.StorageConfig, extraKVs map[string]string) (*C.Properties, error) { + if storageConfig == nil { + return nil, fmt.Errorf("storageConfig is required") + } + + // Prepare key-value pairs from StorageConfig + var keys []string + var values []string + + // Add non-empty string fields + if storageConfig.GetAddress() != "" { + keys = append(keys, PropertyFSAddress) + values = append(values, storageConfig.GetAddress()) + } + if storageConfig.GetBucketName() != "" { + keys = append(keys, PropertyFSBucketName) + values = append(values, storageConfig.GetBucketName()) + } + if storageConfig.GetAccessKeyID() != "" { + keys = append(keys, PropertyFSAccessKeyID) + values = append(values, storageConfig.GetAccessKeyID()) + } + if storageConfig.GetSecretAccessKey() != "" { + keys = append(keys, PropertyFSAccessKeyValue) + values = append(values, storageConfig.GetSecretAccessKey()) + } + if storageConfig.GetRootPath() != "" { + keys = append(keys, PropertyFSRootPath) + values = append(values, storageConfig.GetRootPath()) + } + if storageConfig.GetStorageType() != "" { + keys = append(keys, PropertyFSStorageType) + values = append(values, storageConfig.GetStorageType()) + } + if storageConfig.GetCloudProvider() != "" { + keys = append(keys, PropertyFSCloudProvider) + values = append(values, storageConfig.GetCloudProvider()) + } + if storageConfig.GetIAMEndpoint() != "" { + keys = append(keys, PropertyFSIAMEndpoint) + values = append(values, storageConfig.GetIAMEndpoint()) + } + // Always add log level if any string field is set (matching C++ behavior) + keys = append(keys, PropertyFSLogLevel) + values = append(values, "Warn") + + if storageConfig.GetRegion() != "" { + keys = append(keys, PropertyFSRegion) + values = append(values, storageConfig.GetRegion()) + } + if storageConfig.GetSslCACert() != "" { + keys = append(keys, PropertyFSSSLCACert) + values = append(values, storageConfig.GetSslCACert()) + } + if storageConfig.GetGcpCredentialJSON() != "" { + keys = append(keys, PropertyFSGCPCredentialJSON) + values = append(values, storageConfig.GetGcpCredentialJSON()) + } + + // Add boolean fields + keys = append(keys, PropertyFSUseSSL) + if storageConfig.GetUseSSL() { + values = append(values, "true") + } else { + values = append(values, "false") + } + + keys = append(keys, PropertyFSUseIAM) + if storageConfig.GetUseIAM() { + values = append(values, "true") + } else { + values = append(values, "false") + } + + keys = append(keys, PropertyFSUseVirtualHost) + if storageConfig.GetUseVirtualHost() { + values = append(values, "true") + } else { + values = append(values, "false") + } + + keys = append(keys, PropertyFSUseCustomPartUpload) + values = append(values, "true") // hardcoded to true as in the original code + + // Add integer field + keys = append(keys, PropertyFSRequestTimeoutMS) + values = append(values, strconv.FormatInt(storageConfig.GetRequestTimeoutMs(), 10)) + + // Add extra kvs + for k, v := range extraKVs { + keys = append(keys, k) + values = append(values, v) + } + + // Convert to C arrays + cKeys := make([]*C.char, len(keys)) + cValues := make([]*C.char, len(values)) + for i := range keys { + cKeys[i] = C.CString(keys[i]) + cValues[i] = C.CString(values[i]) + } + // Defer cleanup of all C strings + defer func() { + for i := range cKeys { + C.free(unsafe.Pointer(cKeys[i])) + C.free(unsafe.Pointer(cValues[i])) + } + }() + + // Create Properties using FFI + properties := &C.Properties{} + var cKeysPtr **C.char + var cValuesPtr **C.char + if len(cKeys) > 0 { + cKeysPtr = &cKeys[0] + cValuesPtr = &cValues[0] + } + + result := C.properties_create( + (**C.char)(unsafe.Pointer(cKeysPtr)), + (**C.char)(unsafe.Pointer(cValuesPtr)), + C.size_t(len(keys)), + properties, + ) + + err := HandleFFIResult(result) + if err != nil { + return nil, err + } + return properties, nil +} + +func HandleFFIResult(ffiResult C.FFIResult) error { + defer C.FreeFFIResult(&ffiResult) + if C.IsSuccess(&ffiResult) == 0 { + errMsg := C.GetErrorMessage(&ffiResult) + errStr := "Unknown error" + if errMsg != nil { + errStr = C.GoString(errMsg) + } + + return fmt.Errorf("failed to create properties: %s", errStr) + } + return nil +} + +type ManifestJSON struct { + ManifestVersion int64 `json:"ver"` + BasePath string `json:"base_path"` +} + +func MarshalManifestPath(basePath string, version int64) string { + bs, _ := json.Marshal(ManifestJSON{ + ManifestVersion: version, + BasePath: basePath, + }) + return string(bs) +} + +func UnmarshalManfestPath(manifestPath string) (string, int64, error) { + var manifestJSON ManifestJSON + err := json.Unmarshal([]byte(manifestPath), &manifestJSON) + if err != nil { + return "", 0, err + } + return manifestJSON.BasePath, manifestJSON.ManifestVersion, nil +} diff --git a/internal/storagev2/packed/packed_reader_ffi.go b/internal/storagev2/packed/packed_reader_ffi.go index 791c1f5fb5..f3b5c3edf1 100644 --- a/internal/storagev2/packed/packed_reader_ffi.go +++ b/internal/storagev2/packed/packed_reader_ffi.go @@ -31,7 +31,9 @@ import ( "github.com/apache/arrow/go/v17/arrow" "github.com/apache/arrow/go/v17/arrow/cdata" + "go.uber.org/zap" + "github.com/milvus-io/milvus/pkg/v2/log" "github.com/milvus-io/milvus/pkg/v2/proto/indexcgopb" "github.com/milvus-io/milvus/pkg/v2/proto/indexpb" ) @@ -187,5 +189,31 @@ func (r *FFIPackedReader) Release() { r.Close() } +func GetManifest(manifestPath string, storageConfig *indexpb.StorageConfig) (manifest string, err error) { + basePath, version, err := UnmarshalManfestPath(manifestPath) + if err != nil { + return "", err + } + log.Info("GetManifest", zap.String("manifestPath", manifestPath), zap.String("basePath", basePath), zap.Int64("version", version)) + + cProperties, err := MakePropertiesFromStorageConfig(storageConfig, nil) + if err != nil { + return "", err + } + cBasePath := C.CString(basePath) + defer C.free(unsafe.Pointer(cBasePath)) + + var cManifest *C.char + var cVersion C.int64_t + result := C.get_latest_column_groups(cBasePath, cProperties, &cManifest, &cVersion) + err = HandleFFIResult(result) + if err != nil { + return "", err + } + + manifest = C.GoString(cManifest) + return manifest, nil +} + // Ensure FFIPackedReader implements array.RecordReader interface // var _ array.RecordReader = (*FFIPackedReader)(nil) diff --git a/internal/storagev2/packed/packed_writer_ffi.go b/internal/storagev2/packed/packed_writer_ffi.go new file mode 100644 index 0000000000..a9387159de --- /dev/null +++ b/internal/storagev2/packed/packed_writer_ffi.go @@ -0,0 +1,181 @@ +// Copyright 2023 Zilliz +// +// Licensed 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 packed + +/* +#cgo pkg-config: milvus_core milvus-storage + +#include +#include "milvus-storage/ffi_c.h" +#include "segcore/packed_writer_c.h" +#include "segcore/column_groups_c.h" +#include "arrow/c/abi.h" +#include "arrow/c/helpers.h" +*/ +import "C" + +import ( + "strings" + "unsafe" + + "github.com/apache/arrow/go/v17/arrow" + "github.com/apache/arrow/go/v17/arrow/cdata" + "github.com/samber/lo" + "go.uber.org/zap" + + "github.com/milvus-io/milvus/internal/storagecommon" + "github.com/milvus-io/milvus/pkg/v2/log" + "github.com/milvus-io/milvus/pkg/v2/proto/indexcgopb" + "github.com/milvus-io/milvus/pkg/v2/proto/indexpb" + "github.com/milvus-io/milvus/pkg/v2/util/paramtable" +) + +func createStorageConfig() *indexpb.StorageConfig { + var storageConfig *indexpb.StorageConfig + + if paramtable.Get().CommonCfg.StorageType.GetValue() == "local" { + storageConfig = &indexpb.StorageConfig{ + RootPath: paramtable.Get().LocalStorageCfg.Path.GetValue(), + StorageType: paramtable.Get().CommonCfg.StorageType.GetValue(), + } + } else { + storageConfig = &indexpb.StorageConfig{ + Address: paramtable.Get().MinioCfg.Address.GetValue(), + AccessKeyID: paramtable.Get().MinioCfg.AccessKeyID.GetValue(), + SecretAccessKey: paramtable.Get().MinioCfg.SecretAccessKey.GetValue(), + UseSSL: paramtable.Get().MinioCfg.UseSSL.GetAsBool(), + SslCACert: paramtable.Get().MinioCfg.SslCACert.GetValue(), + BucketName: paramtable.Get().MinioCfg.BucketName.GetValue(), + RootPath: paramtable.Get().MinioCfg.RootPath.GetValue(), + UseIAM: paramtable.Get().MinioCfg.UseIAM.GetAsBool(), + IAMEndpoint: paramtable.Get().MinioCfg.IAMEndpoint.GetValue(), + StorageType: paramtable.Get().CommonCfg.StorageType.GetValue(), + Region: paramtable.Get().MinioCfg.Region.GetValue(), + UseVirtualHost: paramtable.Get().MinioCfg.UseVirtualHost.GetAsBool(), + CloudProvider: paramtable.Get().MinioCfg.CloudProvider.GetValue(), + RequestTimeoutMs: paramtable.Get().MinioCfg.RequestTimeoutMs.GetAsInt64(), + GcpCredentialJSON: paramtable.Get().MinioCfg.GcpCredentialJSON.GetValue(), + } + } + + return storageConfig +} + +func NewFFIPackedWriter(basePath string, schema *arrow.Schema, columnGroups []storagecommon.ColumnGroup, storageConfig *indexpb.StorageConfig, storagePluginContext *indexcgopb.StoragePluginContext) (*FFIPackedWriter, error) { + cBasePath := C.CString(basePath) + defer C.free(unsafe.Pointer(cBasePath)) + + var cas cdata.CArrowSchema + cdata.ExportArrowSchema(schema, &cas) + cSchema := (*C.struct_ArrowSchema)(unsafe.Pointer(&cas)) + defer cdata.ReleaseCArrowSchema(&cas) + + if storageConfig == nil { + storageConfig = createStorageConfig() + } + + pattern := strings.Join(lo.Map(columnGroups, func(columnGroup storagecommon.ColumnGroup, _ int) string { + return strings.Join(lo.Map(columnGroup.Columns, func(index int, _ int) string { + return schema.Field(index).Name + }), "|") + }), ",") + + cProperties, err := MakePropertiesFromStorageConfig(storageConfig, map[string]string{ + PropertyWriterPolicy: "schema_based", + PropertyWriterSchemaBasedPattern: pattern, + }) + if err != nil { + return nil, err + } + + var writerHandle C.WriterHandle + + result := C.writer_new(cBasePath, cSchema, cProperties, &writerHandle) + + err = HandleFFIResult(result) + if err != nil { + return nil, err + } + + return &FFIPackedWriter{ + basePath: basePath, + cWriterHandle: writerHandle, + cProperties: cProperties, + }, nil +} + +func (pw *FFIPackedWriter) WriteRecordBatch(recordBatch arrow.Record) error { + var caa cdata.CArrowArray + var cas cdata.CArrowSchema + + // Export the record batch to C Arrow format + cdata.ExportArrowRecordBatch(recordBatch, &caa, &cas) + defer cdata.ReleaseCArrowArray(&caa) + defer cdata.ReleaseCArrowSchema(&cas) + + // Convert to C struct + cArray := (*C.struct_ArrowArray)(unsafe.Pointer(&caa)) + + result := C.writer_write(pw.cWriterHandle, cArray) + return HandleFFIResult(result) +} + +func (pw *FFIPackedWriter) Close() (string, error) { + var manifest *C.char + + result := C.writer_close(pw.cWriterHandle, nil, nil, 0, &manifest) + if err := HandleFFIResult(result); err != nil { + return "", err + } + + cBasePath := C.CString(pw.basePath) + defer C.free(unsafe.Pointer(cBasePath)) + var transationHandle C.TransactionHandle + result = C.transaction_begin(cBasePath, pw.cProperties, &transationHandle) + if err := HandleFFIResult(result); err != nil { + return "", err + } + defer C.transaction_destroy(transationHandle) + + // #define LOON_TRANSACTION_UPDATE_ADDFILES 0 + // #define LOON_TRANSACTION_UPDATE_ADDFEILD 1 + // #define LOON_TRANSACTION_UPDATE_MAX 2 + + // #define LOON_TRANSACTION_RESOLVE_FAIL 0 + // #define LOON_TRANSACTION_RESOLVE_MERGE 1 + // #define LOON_TRANSACTION_RESOLVE_MAX 2 + + var commitResult C.bool + result = C.transaction_commit(transationHandle, C.int16_t(0), C.int16_t(0), manifest, &commitResult) + if err := HandleFFIResult(result); err != nil { + return "", err + } + + defer C.transaction_destroy(transationHandle) + + var readVersion C.int64_t + + // TODO: not atomic, need to get version from transaction + var cOutManifest *C.char + result = C.get_latest_column_groups(cBasePath, pw.cProperties, &cOutManifest, &readVersion) + if err := HandleFFIResult(result); err != nil { + return "", err + } + outManifest := C.GoString(cOutManifest) + log.Info("FFI writer closed with output manifest", zap.String("manifest", outManifest), zap.Int64("version", int64(readVersion))) + + defer C.properties_free(pw.cProperties) + return MarshalManifestPath(pw.basePath, int64(readVersion)), nil +} diff --git a/internal/storagev2/packed/type.go b/internal/storagev2/packed/type.go index aae7a13c1b..0c54b1a810 100644 --- a/internal/storagev2/packed/type.go +++ b/internal/storagev2/packed/type.go @@ -34,6 +34,12 @@ type PackedWriter struct { cPackedWriter C.CPackedWriter } +type FFIPackedWriter struct { + basePath string + cWriterHandle C.WriterHandle + cProperties *C.Properties +} + type PackedReader struct { cPackedReader C.CPackedReader arr *cdata.CArrowArray diff --git a/pkg/proto/data_coord.proto b/pkg/proto/data_coord.proto index 64ca1366ba..7048bc1ecb 100644 --- a/pkg/proto/data_coord.proto +++ b/pkg/proto/data_coord.proto @@ -682,6 +682,7 @@ message CompactionSegmentBinlogs { int64 partitionID = 8; bool is_sorted = 9; int64 storage_version = 10; + string manifest = 11; } message CompactionPlan { @@ -725,6 +726,7 @@ message CompactionSegment { repeated FieldBinlog bm25logs = 9; int64 storage_version = 10; map text_stats_logs = 11; + string manifest = 12; } message CompactionPlanResult { diff --git a/pkg/proto/datapb/data_coord.pb.go b/pkg/proto/datapb/data_coord.pb.go index c352be8acb..dc534c95b9 100644 --- a/pkg/proto/datapb/data_coord.pb.go +++ b/pkg/proto/datapb/data_coord.pb.go @@ -4980,6 +4980,7 @@ type CompactionSegmentBinlogs struct { PartitionID int64 `protobuf:"varint,8,opt,name=partitionID,proto3" json:"partitionID,omitempty"` IsSorted bool `protobuf:"varint,9,opt,name=is_sorted,json=isSorted,proto3" json:"is_sorted,omitempty"` StorageVersion int64 `protobuf:"varint,10,opt,name=storage_version,json=storageVersion,proto3" json:"storage_version,omitempty"` + Manifest string `protobuf:"bytes,11,opt,name=manifest,proto3" json:"manifest,omitempty"` } func (x *CompactionSegmentBinlogs) Reset() { @@ -5084,6 +5085,13 @@ func (x *CompactionSegmentBinlogs) GetStorageVersion() int64 { return 0 } +func (x *CompactionSegmentBinlogs) GetManifest() string { + if x != nil { + return x.Manifest + } + return "" +} + type CompactionPlan struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -5335,6 +5343,7 @@ type CompactionSegment struct { Bm25Logs []*FieldBinlog `protobuf:"bytes,9,rep,name=bm25logs,proto3" json:"bm25logs,omitempty"` StorageVersion int64 `protobuf:"varint,10,opt,name=storage_version,json=storageVersion,proto3" json:"storage_version,omitempty"` TextStatsLogs map[int64]*TextIndexStats `protobuf:"bytes,11,rep,name=text_stats_logs,json=textStatsLogs,proto3" json:"text_stats_logs,omitempty" protobuf_key:"varint,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + Manifest string `protobuf:"bytes,12,opt,name=manifest,proto3" json:"manifest,omitempty"` } func (x *CompactionSegment) Reset() { @@ -5446,6 +5455,13 @@ func (x *CompactionSegment) GetTextStatsLogs() map[int64]*TextIndexStats { return nil } +func (x *CompactionSegment) GetManifest() string { + if x != nil { + return x.Manifest + } + return "" +} + type CompactionPlanResult struct { state protoimpl.MessageState sizeCache 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a/pkg/proto/workerpb/worker.pb.go +++ b/pkg/proto/workerpb/worker.pb.go @@ -292,6 +292,7 @@ type CreateJobRequest struct { LackBinlogRows int64 `protobuf:"varint,30,opt,name=lack_binlog_rows,json=lackBinlogRows,proto3" json:"lack_binlog_rows,omitempty"` InsertLogs []*datapb.FieldBinlog `protobuf:"bytes,31,rep,name=insert_logs,json=insertLogs,proto3" json:"insert_logs,omitempty"` PluginContext []*commonpb.KeyValuePair `protobuf:"bytes,32,rep,name=plugin_context,json=pluginContext,proto3" json:"plugin_context,omitempty"` + Manifest string `protobuf:"bytes,33,opt,name=manifest,proto3" json:"manifest,omitempty"` } func (x *CreateJobRequest) Reset() { @@ -550,6 +551,13 @@ func (x *CreateJobRequest) GetPluginContext() []*commonpb.KeyValuePair { return nil } +func (x *CreateJobRequest) GetManifest() string { + if x != nil { + return x.Manifest + } + return "" +} + type QueryJobsRequest struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -2221,7 +2229,7 @@ var 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quotes to avoid yaml parsing precision is } p.EnableStorageV2.Init(base.mgr) + p.UseLoonFFI = ParamItem{ + Key: "common.storage.useLoonFFI", + Version: "2.6.7", + DefaultValue: "false", + Export: true, + } + p.UseLoonFFI.Init(base.mgr) + p.Stv2SplitSystemColumn = ParamItem{ Key: "common.storage.stv2.splitSystemColumn.enabled", Version: "2.6.2",