From f5e9dea2aa9e17f3d6122b2255de07ac529cfbf3 Mon Sep 17 00:00:00 2001 From: Xianhui Lin <35839735+JsDove@users.noreply.github.com> Date: Thu, 13 Mar 2025 20:18:10 +0800 Subject: [PATCH] fix: [2.5]fix the garbage cleanup logic of jsonkey stats && improve json key stats filer (#40039) fix: fix the garbage collection cleanup logic of jsonkey stats && improve json key stats filer issue: https://github.com/milvus-io/milvus/issues/36995 https://github.com/milvus-io/milvus/issues/40034 https://github.com/milvus-io/milvus/issues/40041 https://github.com/milvus-io/milvus/issues/40106 https://github.com/milvus-io/milvus/issues/40138 pr: https://github.com/milvus-io/milvus/pull/38039 --------- Signed-off-by: Xianhui.Lin --- configs/milvus.yaml | 7 +- internal/core/src/common/Common.cpp | 26 +- internal/core/src/common/Common.h | 12 +- internal/core/src/common/Consts.h | 4 +- internal/core/src/common/FieldMeta.cpp | 2 +- internal/core/src/common/Json.h | 5 + internal/core/src/common/init_c.cpp | 16 +- internal/core/src/common/init_c.h | 7 +- .../src/exec/expression/BinaryRangeExpr.cpp | 179 +- .../core/src/exec/expression/ExistsExpr.cpp | 7 +- .../src/exec/expression/JsonContainsExpr.cpp | 482 +-- .../core/src/exec/expression/TermExpr.cpp | 97 +- .../core/src/exec/expression/UnaryExpr.cpp | 585 +++- .../core/src/index/JsonKeyInvertedIndex.cpp | 202 +- .../core/src/index/JsonKeyInvertedIndex.h | 201 +- internal/core/src/indexbuilder/index_c.cpp | 5 +- internal/core/src/mmap/ChunkedColumn.h | 15 +- .../core/src/segcore/SegmentGrowingImpl.cpp | 2 +- internal/core/src/segcore/segment_c.cpp | 2 +- .../core/src/storage/DiskFileManagerImpl.cpp | 6 + internal/core/src/storage/Util.cpp | 17 +- internal/core/src/storage/Util.h | 4 + internal/core/unittest/test_expr.cpp | 308 +- .../core/unittest/test_json_key_index.cpp | 128 +- internal/datacoord/garbage_collector.go | 83 +- internal/datacoord/job_manager.go | 16 +- internal/datacoord/task_stats.go | 7 +- internal/indexnode/indexnode.go | 9 - internal/indexnode/indexnode_test.go | 33 +- internal/indexnode/task_stats.go | 38 +- .../querycoordv2/checkers/index_checker.go | 92 +- .../checkers/index_checker_test.go | 256 +- internal/querycoordv2/job/job_load.go | 2 + .../querycoordv2/meta/collection_manager.go | 13 + internal/querycoordv2/task/action.go | 8 +- internal/querycoordv2/task/executor.go | 5 +- internal/querycoordv2/task/utils.go | 6 + internal/querynodev2/handlers.go | 39 + internal/querynodev2/segments/segment.go | 15 +- internal/querynodev2/server.go | 12 +- internal/querynodev2/services.go | 3 + pkg/common/common.go | 3 + pkg/proto/data_coord.proto | 1 + pkg/proto/datapb/data_coord.pb.go | 2830 +++++++++-------- pkg/proto/index_cgo_msg.proto | 3 + pkg/proto/indexcgopb/index_cgo_msg.pb.go | 124 +- pkg/proto/query_coord.proto | 1 + pkg/proto/querypb/query_coord.pb.go | 855 ++--- pkg/proto/worker.proto | 3 + pkg/proto/workerpb/worker.pb.go | 547 ++-- pkg/util/paramtable/component_param.go | 61 +- 51 files changed, 4565 insertions(+), 2819 deletions(-) diff --git a/configs/milvus.yaml b/configs/milvus.yaml index cbc3a0fa5b..28796af6a5 100644 --- a/configs/milvus.yaml +++ b/configs/milvus.yaml @@ -416,8 +416,7 @@ queryNode: buildParallelRate: 0.5 # the ratio of building interim index parallel matched with cpu num multipleChunkedEnable: true # Enable multiple chunked search knowhereScoreConsistency: false # Enable knowhere strong consistency score computation logic - jsonIndexMemoryBudgetInTantivy: 16 # the memory budget for the JSON index In Tantivy - jsonIndexCommitInterval: 200 # the commit interval for the JSON index to commit + jsonKeyStatsCommitInterval: 200 # the commit interval for the JSON key Stats to commit loadMemoryUsageFactor: 1 # The multiply factor of calculating the memory usage while loading segments enableDisk: false # enable querynode load disk index, and search on disk index maxDiskUsagePercentage: 95 @@ -639,6 +638,10 @@ dataCoord: clusteringCompactionUsage: 16 # slot usage of clustering compaction job. mixCompactionUsage: 8 # slot usage of mix compaction job. l0DeleteCompactionUsage: 8 # slot usage of l0 compaction job. + jsonStatsTriggerCount: 10 # jsonkey stats task count per trigger + jsonStatsTriggerInterval: 10 # jsonkey task interval per trigger + segcore: + jsonKeyStatsMemoryBudgetInTantivy: 16777216 # the memory budget for the JSON index In Tantivy, the unit is bytes ip: # TCP/IP address of dataCoord. If not specified, use the first unicastable address port: 13333 # TCP port of dataCoord grpc: diff --git a/internal/core/src/common/Common.cpp b/internal/core/src/common/Common.cpp index c642ca60e2..6067d1aa42 100644 --- a/internal/core/src/common/Common.cpp +++ b/internal/core/src/common/Common.cpp @@ -29,9 +29,8 @@ int64_t LOW_PRIORITY_THREAD_CORE_COEFFICIENT = int CPU_NUM = DEFAULT_CPU_NUM; int64_t EXEC_EVAL_EXPR_BATCH_SIZE = DEFAULT_EXEC_EVAL_EXPR_BATCH_SIZE; -int64_t JSON_INDEX_MEMORY_BUDGET = DEFAULT_JSON_INDEX_MEMORY_BUDGET; -int64_t JSON_INDEX_COMMIT_INTERVAL = DEFAULT_JSON_INDEX_COMMIT_INTERVAL; -bool JSON_INDEX_ENABLED = DEFAULT_JSON_INDEX_ENABLED; +int64_t JSON_KEY_STATS_COMMIT_INTERVAL = DEFAULT_JSON_KEY_STATS_COMMIT_INTERVAL; +bool JSON_KEY_STATS_ENABLED = DEFAULT_JSON_KEY_STATS_ENABLED; void SetIndexSliceSize(const int64_t size) { @@ -72,23 +71,16 @@ SetCpuNum(const int num) { } void -SetDefaultJSONKeyIndexMemoryBudget(int64_t val) { - JSON_INDEX_MEMORY_BUDGET = val; - LOG_INFO("set default json key index memory budget: {}", - JSON_INDEX_MEMORY_BUDGET); +SetDefaultJSONKeyStatsCommitInterval(int64_t val) { + JSON_KEY_STATS_COMMIT_INTERVAL = val; + LOG_INFO("set default json key Stats commit interval: {}", + JSON_KEY_STATS_COMMIT_INTERVAL); } void -SetDefaultJSONKeyIndexCommitInterval(int64_t val) { - JSON_INDEX_COMMIT_INTERVAL = val; - LOG_INFO("set default json key index commit interval: {}", - JSON_INDEX_COMMIT_INTERVAL); -} - -void -SetDefaultJSONKeyIndexEnable(bool val) { - JSON_INDEX_ENABLED = val; - LOG_INFO("set default json key index enable: {}", JSON_INDEX_ENABLED); +SetDefaultJSONKeyStatsEnable(bool val) { + JSON_KEY_STATS_ENABLED = val; + LOG_INFO("set default json key index enable: {}", JSON_KEY_STATS_ENABLED); } } // namespace milvus diff --git a/internal/core/src/common/Common.h b/internal/core/src/common/Common.h index 853d422dcf..7bd71d619f 100644 --- a/internal/core/src/common/Common.h +++ b/internal/core/src/common/Common.h @@ -29,9 +29,8 @@ extern int64_t MIDDLE_PRIORITY_THREAD_CORE_COEFFICIENT; extern int64_t LOW_PRIORITY_THREAD_CORE_COEFFICIENT; extern int CPU_NUM; extern int64_t EXEC_EVAL_EXPR_BATCH_SIZE; -extern int64_t JSON_INDEX_MEMORY_BUDGET; -extern int64_t JSON_INDEX_COMMIT_INTERVAL; -extern bool JSON_INDEX_ENABLED; +extern int64_t JSON_KEY_STATS_COMMIT_INTERVAL; +extern bool JSON_KEY_STATS_ENABLED; void SetIndexSliceSize(const int64_t size); @@ -51,13 +50,10 @@ void SetDefaultExecEvalExprBatchSize(int64_t val); void -SetDefaultJSONKeyIndexMemoryBudget(int64_t val); +SetDefaultJSONKeyStatsCommitInterval(int64_t val); void -SetDefaultJSONKeyIndexCommitInterval(int64_t val); - -void -SetDefaultJSONKeyIndexEnable(bool val); +SetDefaultJSONKeyStatsEnable(bool val); struct BufferView { struct Element { diff --git a/internal/core/src/common/Consts.h b/internal/core/src/common/Consts.h index 4c7546c116..3c11ada1b4 100644 --- a/internal/core/src/common/Consts.h +++ b/internal/core/src/common/Consts.h @@ -79,8 +79,8 @@ const int64_t DEFAULT_HYBRID_INDEX_BITMAP_CARDINALITY_LIMIT = 100; const size_t MARISA_NULL_KEY_ID = -1; -const int64_t DEFAULT_JSON_INDEX_MEMORY_BUDGET = 16777216; // bytes, 16MB -const int64_t DEFAULT_JSON_INDEX_COMMIT_INTERVAL = 200; const bool DEFAULT_JSON_INDEX_ENABLED = true; const std::string JSON_CAST_TYPE = "json_cast_type"; const std::string JSON_PATH = "json_path"; +const bool DEFAULT_JSON_KEY_STATS_ENABLED = false; +const int64_t DEFAULT_JSON_KEY_STATS_COMMIT_INTERVAL = 200; \ No newline at end of file diff --git a/internal/core/src/common/FieldMeta.cpp b/internal/core/src/common/FieldMeta.cpp index bdccec255b..fcd969af41 100644 --- a/internal/core/src/common/FieldMeta.cpp +++ b/internal/core/src/common/FieldMeta.cpp @@ -40,7 +40,7 @@ FieldMeta::enable_match() const { bool FieldMeta::enable_jsonIndex() const { - return IsJsonDataType(type_) && JSON_INDEX_ENABLED; + return IsJsonDataType(type_) && JSON_KEY_STATS_ENABLED; } bool diff --git a/internal/core/src/common/Json.h b/internal/core/src/common/Json.h index b2a403c569..14340777f0 100644 --- a/internal/core/src/common/Json.h +++ b/internal/core/src/common/Json.h @@ -244,6 +244,11 @@ class Json { return doc(offset, length).get(); } + std::string_view + at_string(uint16_t offset, uint16_t length) const { + return std::string_view(data_.data() + offset, length); + } + value_result array_at(uint16_t offset, uint16_t length) const { return dom_doc(offset, length).get_array(); diff --git a/internal/core/src/common/init_c.cpp b/internal/core/src/common/init_c.cpp index 985182f437..19fa12df45 100644 --- a/internal/core/src/common/init_c.cpp +++ b/internal/core/src/common/init_c.cpp @@ -79,26 +79,18 @@ InitDefaultExprEvalBatchSize(int64_t val) { } void -InitDefaultJSONKeyIndexMemoryBudget(int64_t val) { - std::call_once( - flag7, - [](int val) { milvus::SetDefaultJSONKeyIndexMemoryBudget(val); }, - val); -} - -void -InitDefaultJSONKeyIndexCommitInterval(int64_t val) { +InitDefaultJSONKeyStatsCommitInterval(int64_t val) { std::call_once( flag8, - [](int val) { milvus::SetDefaultJSONKeyIndexCommitInterval(val); }, + [](int val) { milvus::SetDefaultJSONKeyStatsCommitInterval(val); }, val); } void -InitDefaultJSONKeyIndexEnable(bool val) { +InitDefaultJSONKeyStatsEnable(bool val) { std::call_once( flag9, - [](bool val) { milvus::SetDefaultJSONKeyIndexEnable(val); }, + [](bool val) { milvus::SetDefaultJSONKeyStatsEnable(val); }, val); } diff --git a/internal/core/src/common/init_c.h b/internal/core/src/common/init_c.h index a26deaea64..8f0650d278 100644 --- a/internal/core/src/common/init_c.h +++ b/internal/core/src/common/init_c.h @@ -49,13 +49,10 @@ void SetTrace(CTraceConfig* config); void -InitDefaultJSONKeyIndexMemoryBudget(int64_t val); +InitDefaultJSONKeyStatsCommitInterval(int64_t val); void -InitDefaultJSONKeyIndexCommitInterval(int64_t val); - -void -InitDefaultJSONKeyIndexEnable(bool val); +InitDefaultJSONKeyStatsEnable(bool val); #ifdef __cplusplus }; diff --git a/internal/core/src/exec/expression/BinaryRangeExpr.cpp b/internal/core/src/exec/expression/BinaryRangeExpr.cpp index c719f67da3..c45ec3f41e 100644 --- a/internal/core/src/exec/expression/BinaryRangeExpr.cpp +++ b/internal/core/src/exec/expression/BinaryRangeExpr.cpp @@ -481,6 +481,57 @@ PhyBinaryRangeFilterExpr::ExecRangeVisitorImplForJsonForIndex() { } \ return (cmp); \ } while (false) +#define BinaryRangeJSONTypeCompare(cmp) \ + do { \ + if (type == uint8_t(milvus::index::JSONType::STRING)) { \ + if constexpr (std::is_same_v) { \ + auto val = json.at_string(offset, size); \ + return (cmp); \ + } else { \ + return false; \ + } \ + } else if (type == uint8_t(milvus::index::JSONType::DOUBLE)) { \ + if constexpr (std::is_same_v) { \ + auto val = \ + std::stod(std::string(json.at_string(offset, size))); \ + return (cmp); \ + } else { \ + return false; \ + } \ + } else if (type == uint8_t(milvus::index::JSONType::INT64)) { \ + if constexpr (std::is_same_v) { \ + auto val = \ + std::stoll(std::string(json.at_string(offset, size))); \ + return (cmp); \ + } else { \ + return false; \ + } \ + } \ + } while (false) + +#define BinaryRangeJSONTypeCompareWithValue(cmp) \ + do { \ + if constexpr (std::is_same_v) { \ + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { \ + float val = *reinterpret_cast(&value); \ + return (cmp); \ + } else { \ + int64_t val = value; \ + return (cmp); \ + } \ + } else if constexpr (std::is_same_v) { \ + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { \ + float val = *reinterpret_cast(&value); \ + return (cmp); \ + } else { \ + int64_t val = value; \ + return (cmp); \ + } \ + } else if constexpr (std::is_same_v) { \ + bool val = *reinterpret_cast(&value); \ + return (cmp); \ + } \ + } while (false) bool lower_inclusive = expr_->lower_inclusive_; bool upper_inclusive = expr_->upper_inclusive_; ValueType val1 = GetValueFromProto(expr_->lower_val_); @@ -496,9 +547,82 @@ PhyBinaryRangeFilterExpr::ExecRangeVisitorImplForJsonForIndex() { auto field_id = expr_->column_.field_id_; auto* index = segment->GetJsonKeyIndex(field_id); Assert(index != nullptr); - auto filter_func = - [segment, &field_id, val1, val2, lower_inclusive, upper_inclusive]( - uint32_t row_id, uint16_t offset, uint16_t size) { + auto filter_func = [segment, + &field_id, + val1, + val2, + lower_inclusive, + upper_inclusive](bool valid, + uint8_t type, + uint32_t row_id, + uint16_t offset, + uint16_t size, + uint32_t value) { + if (valid) { + if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::INT32) && + type != uint8_t(milvus::index::JSONType::INT64) && + type != uint8_t(milvus::index::JSONType::FLOAT) && + type != uint8_t(milvus::index::JSONType::DOUBLE)) { + return false; + } + } else if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::STRING) && + type != + uint8_t(milvus::index::JSONType::STRING_ESCAPE)) { + return false; + } + } else if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::INT32) && + type != uint8_t(milvus::index::JSONType::INT64) && + type != uint8_t(milvus::index::JSONType::FLOAT) && + type != uint8_t(milvus::index::JSONType::DOUBLE)) { + return false; + } + } else if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::BOOL)) { + return false; + } + } + if (lower_inclusive && upper_inclusive) { + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + BinaryRangeJSONTypeCompareWithValue( + static_cast(val1) <= val && + val <= static_cast(val2)); + } else { + BinaryRangeJSONTypeCompareWithValue(val1 <= val && + val <= val2); + } + } else if (lower_inclusive && !upper_inclusive) { + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + BinaryRangeJSONTypeCompareWithValue( + static_cast(val1) <= val && + val < static_cast(val2)); + } else { + BinaryRangeJSONTypeCompareWithValue(val1 <= val && + val < val2); + } + } else if (!lower_inclusive && upper_inclusive) { + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + BinaryRangeJSONTypeCompareWithValue( + static_cast(val1) < val && + val <= static_cast(val2)); + } else { + BinaryRangeJSONTypeCompareWithValue(val1 < val && + val <= val2); + } + } else { + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + BinaryRangeJSONTypeCompareWithValue( + static_cast(val1) < val && + val < static_cast(val2)); + } else { + BinaryRangeJSONTypeCompareWithValue(val1 < val && + val < val2); + } + } + } else { auto json_pair = segment->GetJsonData(field_id, row_id); if (!json_pair.second) { return false; @@ -506,21 +630,48 @@ PhyBinaryRangeFilterExpr::ExecRangeVisitorImplForJsonForIndex() { auto json = milvus::Json(json_pair.first.data(), json_pair.first.size()); if (lower_inclusive && upper_inclusive) { - BinaryRangeJSONIndexCompare(val1 <= - ValueType(val.value()) && - ValueType(val.value()) <= val2); + if (type == uint8_t(milvus::index::JSONType::STRING) || + type == uint8_t(milvus::index::JSONType::DOUBLE) || + type == uint8_t(milvus::index::JSONType::INT64)) { + BinaryRangeJSONTypeCompare(val1 <= val && val <= val2); + } else { + BinaryRangeJSONIndexCompare( + val1 <= ValueType(val.value()) && + ValueType(val.value()) <= val2); + } } else if (lower_inclusive && !upper_inclusive) { - BinaryRangeJSONIndexCompare(val1 <= - ValueType(val.value()) && - ValueType(val.value()) < val2); + if (type == uint8_t(milvus::index::JSONType::STRING) || + type == uint8_t(milvus::index::JSONType::DOUBLE) || + type == uint8_t(milvus::index::JSONType::INT64)) { + BinaryRangeJSONTypeCompare(val1 <= val && val < val2); + } else { + BinaryRangeJSONIndexCompare( + val1 <= ValueType(val.value()) && + ValueType(val.value()) < val2); + } } else if (!lower_inclusive && upper_inclusive) { - BinaryRangeJSONIndexCompare(val1 < ValueType(val.value()) && - ValueType(val.value()) <= val2); + if (type == uint8_t(milvus::index::JSONType::STRING) || + type == uint8_t(milvus::index::JSONType::DOUBLE) || + type == uint8_t(milvus::index::JSONType::INT64)) { + BinaryRangeJSONTypeCompare(val1 < val && val <= val2); + } else { + BinaryRangeJSONIndexCompare( + val1 < ValueType(val.value()) && + ValueType(val.value()) <= val2); + } } else { - BinaryRangeJSONIndexCompare(val1 < ValueType(val.value()) && - ValueType(val.value()) < val2); + if (type == uint8_t(milvus::index::JSONType::STRING) || + type == uint8_t(milvus::index::JSONType::DOUBLE) || + type == uint8_t(milvus::index::JSONType::INT64)) { + BinaryRangeJSONTypeCompare(val1 < val && val < val2); + } else { + BinaryRangeJSONIndexCompare( + val1 < ValueType(val.value()) && + ValueType(val.value()) < val2); + } } - }; + } + }; bool is_growing = segment_->type() == SegmentType::Growing; bool is_strong_consistency = consistency_level_ == 0; cached_index_chunk_res_ = index diff --git a/internal/core/src/exec/expression/ExistsExpr.cpp b/internal/core/src/exec/expression/ExistsExpr.cpp index e9f0c467da..0351bec61e 100644 --- a/internal/core/src/exec/expression/ExistsExpr.cpp +++ b/internal/core/src/exec/expression/ExistsExpr.cpp @@ -117,9 +117,12 @@ PhyExistsFilterExpr::EvalJsonExistsForDataSegmentForIndex() { auto field_id = expr_->column_.field_id_; auto* index = segment->GetJsonKeyIndex(field_id); Assert(index != nullptr); - auto filter_func = [segment, field_id, pointer](uint32_t row_id, + auto filter_func = [segment, field_id, pointer](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { + uint16_t size, + uint32_t value) { return true; }; bool is_growing = segment_->type() == SegmentType::Growing; diff --git a/internal/core/src/exec/expression/JsonContainsExpr.cpp b/internal/core/src/exec/expression/JsonContainsExpr.cpp index b4fefb1d55..aad65a4b99 100644 --- a/internal/core/src/exec/expression/JsonContainsExpr.cpp +++ b/internal/core/src/exec/expression/JsonContainsExpr.cpp @@ -367,30 +367,37 @@ PhyJsonContainsFilterExpr::ExecJsonContainsByKeyIndex() { auto field_id = expr_->column_.field_id_; auto* index = segment->GetJsonKeyIndex(field_id); Assert(index != nullptr); - auto filter_func = [this, segment, &field_id](uint32_t row_id, + auto filter_func = [this, segment, &field_id](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto json_pair = segment->GetJsonData(field_id, row_id); - if (!json_pair.second) { + uint16_t size, + uint32_t value) { + if (valid) { return false; - } - auto json = - milvus::Json(json_pair.first.data(), json_pair.first.size()); - auto array = json.array_at(offset, size); + } else { + auto json_pair = segment->GetJsonData(field_id, row_id); + if (!json_pair.second) { + return false; + } + auto json = milvus::Json(json_pair.first.data(), + json_pair.first.size()); + auto array = json.array_at(offset, size); - if (array.error()) { + if (array.error()) { + return false; + } + for (auto&& it : array) { + auto val = it.template get(); + if (val.error()) { + continue; + } + if (this->arg_set_->In(val.value())) { + return true; + } + } return false; } - for (auto&& it : array) { - auto val = it.template get(); - if (val.error()) { - continue; - } - if (this->arg_set_->In(val.value())) { - return true; - } - } - return false; }; bool is_growing = segment_->type() == SegmentType::Growing; bool is_strong_consistency = consistency_level_ == 0; @@ -535,31 +542,38 @@ PhyJsonContainsFilterExpr::ExecJsonContainsArrayByKeyIndex() { auto field_id = expr_->column_.field_id_; auto* index = segment->GetJsonKeyIndex(field_id); Assert(index != nullptr); - auto filter_func = [segment, &elements, &field_id](uint32_t row_id, + auto filter_func = [segment, &elements, &field_id](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto json_pair = segment->GetJsonData(field_id, row_id); - if (!json_pair.second) { + uint16_t size, + uint32_t value) { + if (valid) { return false; - } - auto json = - milvus::Json(json_pair.first.data(), json_pair.first.size()); - auto array = json.array_at(offset, size); - if (array.error()) { - return false; - } - for (auto&& it : array) { - auto val = it.get_array(); - if (val.error()) { - continue; + } else { + auto json_pair = segment->GetJsonData(field_id, row_id); + if (!json_pair.second) { + return false; } - for (auto const& element : elements) { - if (CompareTwoJsonArray(val, element)) { - return true; + auto json = milvus::Json(json_pair.first.data(), + json_pair.first.size()); + auto array = json.array_at(offset, size); + if (array.error()) { + return false; + } + for (auto&& it : array) { + auto val = it.get_array(); + if (val.error()) { + continue; + } + for (auto const& element : elements) { + if (CompareTwoJsonArray(val, element)) { + return true; + } } } + return false; } - return false; }; bool is_growing = segment_->type() == SegmentType::Growing; bool is_strong_consistency = consistency_level_ == 0; @@ -790,31 +804,38 @@ PhyJsonContainsFilterExpr::ExecJsonContainsAllByKeyIndex() { auto field_id = expr_->column_.field_id_; auto* index = segment->GetJsonKeyIndex(field_id); Assert(index != nullptr); - auto filter_func = [segment, &elements, &field_id](uint32_t row_id, + auto filter_func = [segment, &elements, &field_id](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto json_pair = segment->GetJsonData(field_id, row_id); - if (!json_pair.second) { + uint16_t size, + uint32_t value) { + if (valid) { return false; - } - auto json = - milvus::Json(json_pair.first.data(), json_pair.first.size()); - auto array = json.array_at(offset, size); - if (array.error()) { - return false; - } - std::set tmp_elements(elements); - for (auto&& it : array) { - auto val = it.template get(); - if (val.error()) { - continue; + } else { + auto json_pair = segment->GetJsonData(field_id, row_id); + if (!json_pair.second) { + return false; } - tmp_elements.erase(val.value()); - if (tmp_elements.size() == 0) { - return true; + auto json = milvus::Json(json_pair.first.data(), + json_pair.first.size()); + auto array = json.array_at(offset, size); + if (array.error()) { + return false; } + std::set tmp_elements(elements); + for (auto&& it : array) { + auto val = it.template get(); + if (val.error()) { + continue; + } + tmp_elements.erase(val.value()); + if (tmp_elements.size() == 0) { + return true; + } + } + return tmp_elements.empty(); } - return tmp_elements.empty(); }; bool is_growing = segment_->type() == SegmentType::Growing; bool is_strong_consistency = consistency_level_ == 0; @@ -1023,89 +1044,98 @@ PhyJsonContainsFilterExpr::ExecJsonContainsAllWithDiffTypeByKeyIndex() { auto* index = segment->GetJsonKeyIndex(field_id); Assert(index != nullptr); auto filter_func = [segment, &elements, &elements_index, &field_id]( + bool valid, + uint8_t type, uint32_t row_id, uint16_t offset, - uint16_t size) { - auto json_pair = segment->GetJsonData(field_id, row_id); - if (!json_pair.second) { + uint16_t size, + uint32_t value) { + if (valid) { return false; - } - auto json = - milvus::Json(json_pair.first.data(), json_pair.first.size()); - std::set tmp_elements_index(elements_index); - auto array = json.array_at(offset, size); - if (array.error()) { - return false; - } - for (auto&& it : array) { - int i = -1; - for (auto& element : elements) { - i++; - switch (element.val_case()) { - case proto::plan::GenericValue::kBoolVal: { - auto val = it.template get(); - if (val.error()) { - continue; + } else { + auto json_pair = segment->GetJsonData(field_id, row_id); + if (!json_pair.second) { + return false; + } + auto json = milvus::Json(json_pair.first.data(), + json_pair.first.size()); + std::set tmp_elements_index(elements_index); + auto array = json.array_at(offset, size); + if (array.error()) { + return false; + } + for (auto&& it : array) { + int i = -1; + for (auto& element : elements) { + i++; + switch (element.val_case()) { + case proto::plan::GenericValue::kBoolVal: { + auto val = it.template get(); + if (val.error()) { + continue; + } + if (val.value() == element.bool_val()) { + tmp_elements_index.erase(i); + } + break; } - if (val.value() == element.bool_val()) { - tmp_elements_index.erase(i); + case proto::plan::GenericValue::kInt64Val: { + auto val = it.template get(); + if (val.error()) { + continue; + } + if (val.value() == element.int64_val()) { + tmp_elements_index.erase(i); + } + break; } - break; + case proto::plan::GenericValue::kFloatVal: { + auto val = it.template get(); + if (val.error()) { + continue; + } + if (val.value() == element.float_val()) { + tmp_elements_index.erase(i); + } + break; + } + case proto::plan::GenericValue::kStringVal: { + auto val = it.template get(); + if (val.error()) { + continue; + } + if (val.value() == element.string_val()) { + tmp_elements_index.erase(i); + } + break; + } + case proto::plan::GenericValue::kArrayVal: { + auto val = it.get_array(); + if (val.error()) { + continue; + } + if (CompareTwoJsonArray(val, + element.array_val())) { + tmp_elements_index.erase(i); + } + break; + } + default: + PanicInfo( + DataTypeInvalid, + fmt::format("unsupported data type {}", + element.val_case())); } - case proto::plan::GenericValue::kInt64Val: { - auto val = it.template get(); - if (val.error()) { - continue; - } - if (val.value() == element.int64_val()) { - tmp_elements_index.erase(i); - } - break; + if (tmp_elements_index.size() == 0) { + return true; } - case proto::plan::GenericValue::kFloatVal: { - auto val = it.template get(); - if (val.error()) { - continue; - } - if (val.value() == element.float_val()) { - tmp_elements_index.erase(i); - } - break; - } - case proto::plan::GenericValue::kStringVal: { - auto val = it.template get(); - if (val.error()) { - continue; - } - if (val.value() == element.string_val()) { - tmp_elements_index.erase(i); - } - break; - } - case proto::plan::GenericValue::kArrayVal: { - auto val = it.get_array(); - if (val.error()) { - continue; - } - if (CompareTwoJsonArray(val, element.array_val())) { - tmp_elements_index.erase(i); - } - break; - } - default: - PanicInfo(DataTypeInvalid, - fmt::format("unsupported data type {}", - element.val_case())); } if (tmp_elements_index.size() == 0) { return true; } } - if (tmp_elements_index.size() == 0) { - return true; - } + return tmp_elements_index.size() == 0; } - return tmp_elements_index.size() == 0; }; bool is_growing = segment_->type() == SegmentType::Growing; bool is_strong_consistency = consistency_level_ == 0; @@ -1255,35 +1285,42 @@ PhyJsonContainsFilterExpr::ExecJsonContainsAllArrayByKeyIndex() { auto field_id = expr_->column_.field_id_; auto* index = segment->GetJsonKeyIndex(field_id); Assert(index != nullptr); - auto filter_func = [segment, &elements, &field_id](uint32_t row_id, + auto filter_func = [segment, &elements, &field_id](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto json_pair = segment->GetJsonData(field_id, row_id); - if (!json_pair.second) { + uint16_t size, + uint32_t value) { + if (valid) { return false; - } - auto json = - milvus::Json(json_pair.first.data(), json_pair.first.size()); - auto array = json.array_at(offset, size); - if (array.error()) { - return false; - } - std::set exist_elements_index; - for (auto&& it : array) { - auto json_array = it.get_array(); - if (json_array.error()) { - continue; + } else { + auto json_pair = segment->GetJsonData(field_id, row_id); + if (!json_pair.second) { + return false; } - for (int index = 0; index < elements.size(); ++index) { - if (CompareTwoJsonArray(json_array, elements[index])) { - exist_elements_index.insert(index); + auto json = milvus::Json(json_pair.first.data(), + json_pair.first.size()); + auto array = json.array_at(offset, size); + if (array.error()) { + return false; + } + std::set exist_elements_index; + for (auto&& it : array) { + auto json_array = it.get_array(); + if (json_array.error()) { + continue; + } + for (int index = 0; index < elements.size(); ++index) { + if (CompareTwoJsonArray(json_array, elements[index])) { + exist_elements_index.insert(index); + } + } + if (exist_elements_index.size() == elements.size()) { + return true; } } - if (exist_elements_index.size() == elements.size()) { - return true; - } + return exist_elements_index.size() == elements.size(); } - return exist_elements_index.size() == elements.size(); }; bool is_growing = segment_->type() == SegmentType::Growing; bool is_strong_consistency = consistency_level_ == 0; @@ -1474,81 +1511,90 @@ PhyJsonContainsFilterExpr::ExecJsonContainsWithDiffTypeByKeyIndex() { auto field_id = expr_->column_.field_id_; auto* index = segment->GetJsonKeyIndex(field_id); Assert(index != nullptr); - auto filter_func = [segment, &elements, &field_id](uint32_t row_id, + auto filter_func = [segment, &elements, &field_id](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto json_pair = segment->GetJsonData(field_id, row_id); - if (!json_pair.second) { + uint16_t size, + uint32_t value) { + if (valid) { return false; - } - auto json = - milvus::Json(json_pair.first.data(), json_pair.first.size()); - auto array = json.array_at(offset, size); - if (array.error()) { - return false; - } - // Note: array can only be iterated once - for (auto&& it : array) { - for (auto const& element : elements) { - switch (element.val_case()) { - case proto::plan::GenericValue::kBoolVal: { - auto val = it.template get(); - if (val.error()) { - continue; + } else { + auto json_pair = segment->GetJsonData(field_id, row_id); + if (!json_pair.second) { + return false; + } + auto json = milvus::Json(json_pair.first.data(), + json_pair.first.size()); + auto array = json.array_at(offset, size); + if (array.error()) { + return false; + } + // Note: array can only be iterated once + for (auto&& it : array) { + for (auto const& element : elements) { + switch (element.val_case()) { + case proto::plan::GenericValue::kBoolVal: { + auto val = it.template get(); + if (val.error()) { + continue; + } + if (val.value() == element.bool_val()) { + return true; + } + break; } - if (val.value() == element.bool_val()) { - return true; + case proto::plan::GenericValue::kInt64Val: { + auto val = it.template get(); + if (val.error()) { + continue; + } + if (val.value() == element.int64_val()) { + return true; + } + break; } - break; + case proto::plan::GenericValue::kFloatVal: { + auto val = it.template get(); + if (val.error()) { + continue; + } + if (val.value() == element.float_val()) { + return true; + } + break; + } + case proto::plan::GenericValue::kStringVal: { + auto val = it.template get(); + if (val.error()) { + continue; + } + if (val.value() == element.string_val()) { + return true; + } + break; + } + case proto::plan::GenericValue::kArrayVal: { + auto val = it.get_array(); + if (val.error()) { + continue; + } + if (CompareTwoJsonArray(val, + element.array_val())) { + return true; + } + break; + } + default: + PanicInfo( + DataTypeInvalid, + fmt::format("unsupported data type {}", + element.val_case())); } - case proto::plan::GenericValue::kInt64Val: { - auto val = it.template get(); - if (val.error()) { - continue; - } - if (val.value() == element.int64_val()) { - return true; - } - break; - } - case proto::plan::GenericValue::kFloatVal: { - auto val = it.template get(); - if (val.error()) { - continue; - } - if (val.value() == element.float_val()) { - return true; - } - break; - } - case proto::plan::GenericValue::kStringVal: { - auto val = it.template get(); - if (val.error()) { - continue; - } - if (val.value() == element.string_val()) { - return true; - } - break; - } - case proto::plan::GenericValue::kArrayVal: { - auto val = it.get_array(); - if (val.error()) { - continue; - } - if (CompareTwoJsonArray(val, element.array_val())) { - return true; - } - break; - } - default: - PanicInfo(DataTypeInvalid, - fmt::format("unsupported data type {}", - element.val_case())); } } + return false; } - return false; }; bool is_growing = segment_->type() == SegmentType::Growing; bool is_strong_consistency = consistency_level_ == 0; diff --git a/internal/core/src/exec/expression/TermExpr.cpp b/internal/core/src/exec/expression/TermExpr.cpp index fba2039062..a775286520 100644 --- a/internal/core/src/exec/expression/TermExpr.cpp +++ b/internal/core/src/exec/expression/TermExpr.cpp @@ -541,20 +541,93 @@ PhyTermFilterExpr::ExecJsonInVariableByKeyIndex() { auto* index = segment->GetJsonKeyIndex(field_id); Assert(index != nullptr); - auto filter_func = [this, segment, &field_id](uint32_t row_id, + auto filter_func = [this, segment, &field_id](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto json_pair = segment->GetJsonData(field_id, row_id); - if (!json_pair.second) { - return false; + uint16_t size, + uint32_t value) { + if (valid) { + if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::INT32) && + type != uint8_t(milvus::index::JSONType::INT64) && + type != uint8_t(milvus::index::JSONType::FLOAT) && + type != uint8_t(milvus::index::JSONType::DOUBLE)) { + return false; + } + } else if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::STRING) && + type != + uint8_t(milvus::index::JSONType::STRING_ESCAPE)) { + return false; + } + } else if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::INT32) && + type != uint8_t(milvus::index::JSONType::INT64) && + type != uint8_t(milvus::index::JSONType::FLOAT) && + type != uint8_t(milvus::index::JSONType::DOUBLE)) { + return false; + } + } else if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::BOOL)) { + return false; + } + } + if constexpr (std::is_same_v) { + return this->arg_set_->In(value); + } else if constexpr (std::is_same_v) { + float restoredValue = *reinterpret_cast(&value); + return this->arg_set_->In(restoredValue); + } else if constexpr (std::is_same_v) { + bool restoredValue = *reinterpret_cast(&value); + return this->arg_set_->In(restoredValue); + } + } else { + auto json_pair = segment->GetJsonData(field_id, row_id); + if (!json_pair.second) { + return false; + } + auto json = milvus::Json(json_pair.first.data(), + json_pair.first.size()); + if (type == uint8_t(milvus::index::JSONType::STRING) || + type == uint8_t(milvus::index::JSONType::DOUBLE) || + type == uint8_t(milvus::index::JSONType::INT64)) { + if (type == uint8_t(milvus::index::JSONType::STRING)) { + if constexpr (std::is_same_v) { + auto val = json.at_string(offset, size); + return this->arg_set_->In(ValueType(val)); + } else { + return false; + } + } else if (type == + uint8_t(milvus::index::JSONType::DOUBLE)) { + if constexpr (std::is_same_v) { + auto val = std::stod( + std::string(json.at_string(offset, size))); + return this->arg_set_->In(ValueType(val)); + } else { + return false; + } + } else if (type == + uint8_t(milvus::index::JSONType::INT64)) { + if constexpr (std::is_same_v) { + auto val = std::stoll( + std::string(json.at_string(offset, size))); + return this->arg_set_->In(ValueType(val)); + } else { + return false; + } + } + } else { + auto val = json.at(offset, size); + if (val.error()) { + return false; + } + return this->arg_set_->In(ValueType(val.value())); + } } - auto json = - milvus::Json(json_pair.first.data(), json_pair.first.size()); - auto val = json.at(offset, size); - if (val.error()) { - return false; - } - return this->arg_set_->In(ValueType(val.value())); }; bool is_growing = segment_->type() == SegmentType::Growing; bool is_strong_consistency = consistency_level_ == 0; diff --git a/internal/core/src/exec/expression/UnaryExpr.cpp b/internal/core/src/exec/expression/UnaryExpr.cpp index ee0989981c..faa3c61360 100644 --- a/internal/core/src/exec/expression/UnaryExpr.cpp +++ b/internal/core/src/exec/expression/UnaryExpr.cpp @@ -24,7 +24,6 @@ namespace milvus { namespace exec { - template bool PhyUnaryRangeFilterExpr::CanUseIndexForArray() { @@ -878,24 +877,92 @@ PhyUnaryRangeFilterExpr::ExecRangeVisitorImplJsonForIndex() { return (cmp); \ } while (false) -#define UnaryRangeJSONIndexCompareWithArrayIndex(cmp) \ - do { \ - auto array = json.array_at(offset, size); \ - if (array.error()) { \ - return false; \ - } \ - auto value = array.at_pointer(arrayIndex); \ - if (value.error()) { \ - return false; \ - } \ - auto x = value.get(); \ - if (x.error()) { \ - if constexpr (std::is_same_v) { \ - auto x = value.get(); \ - return !x.error() && (cmp); \ - } \ - } \ - return (cmp); \ +#define UnaryJSONTypeCompare(cmp) \ + do { \ + if (type == uint8_t(milvus::index::JSONType::STRING)) { \ + if constexpr (std::is_same_v) { \ + auto x = json.at_string(offset, size); \ + return (cmp); \ + } else { \ + return false; \ + } \ + } else if (type == uint8_t(milvus::index::JSONType::DOUBLE)) { \ + if constexpr (std::is_same_v) { \ + auto x = std::stod(std::string(json.at_string(offset, size))); \ + return (cmp); \ + } else { \ + return false; \ + } \ + } else if (type == uint8_t(milvus::index::JSONType::INT64)) { \ + if constexpr (std::is_same_v) { \ + auto x = \ + std::stoll(std::string(json.at_string(offset, size))); \ + return (cmp); \ + } else { \ + return false; \ + } \ + } \ + } while (false) + +#define UnaryJSONTypeCompareWithValue(cmp) \ + do { \ + if constexpr (std::is_same_v) { \ + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { \ + float x = *reinterpret_cast(&value); \ + return (cmp); \ + } else { \ + int64_t x = value; \ + return (cmp); \ + } \ + } else if constexpr (std::is_same_v) { \ + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { \ + float x = *reinterpret_cast(&value); \ + return (cmp); \ + } else { \ + int64_t x = value; \ + return (cmp); \ + } \ + } else if constexpr (std::is_same_v) { \ + bool x = *reinterpret_cast(&value); \ + return (cmp); \ + } \ + } while (false) + +#define UnaryRangeJSONIndexCompareWithArrayIndex(cmp) \ + do { \ + if (type != uint8_t(milvus::index::JSONType::UNKNOWN)) { \ + return false; \ + } \ + auto array = json.array_at(offset, size); \ + if (array.error()) { \ + return false; \ + } \ + auto value = array.at_pointer(arrayIndex); \ + if (value.error()) { \ + return false; \ + } \ + if constexpr (std::is_same_v || \ + std::is_same_v) { \ + if (!value.is_number()) { \ + return false; \ + } \ + } else if constexpr (std::is_same_v) { \ + if (!value.is_string()) { \ + return false; \ + } \ + } else if constexpr (std::is_same_v) { \ + if (!value.is_bool()) { \ + return false; \ + } \ + } \ + auto x = value.get(); \ + if (x.error()) { \ + if constexpr (std::is_same_v) { \ + auto x = value.get(); \ + return !x.error() && (cmp); \ + } \ + } \ + return (cmp); \ } while (false) #define UnaryRangeJSONIndexCompareNotEqual(cmp) \ @@ -910,28 +977,43 @@ PhyUnaryRangeFilterExpr::ExecRangeVisitorImplJsonForIndex() { } \ return (cmp); \ } while (false) -#define UnaryRangeJSONIndexCompareNotEqualWithArrayIndex(cmp) \ - do { \ - auto array = json.array_at(offset, size); \ - if (array.error()) { \ - return false; \ - } \ - auto value = array.at_pointer(arrayIndex); \ - if (value.error()) { \ - return false; \ - } \ - auto x = value.get(); \ - if (x.error()) { \ - if constexpr (std::is_same_v) { \ - auto x = value.get(); \ - return x.error() || (cmp); \ - } \ - } \ - return (cmp); \ +#define UnaryRangeJSONIndexCompareNotEqualWithArrayIndex(cmp) \ + do { \ + auto array = json.array_at(offset, size); \ + if (array.error()) { \ + return false; \ + } \ + auto value = array.at_pointer(arrayIndex); \ + if (value.error()) { \ + return false; \ + } \ + if constexpr (std::is_same_v || \ + std::is_same_v) { \ + if (!value.is_number()) { \ + return false; \ + } \ + } else if constexpr (std::is_same_v) { \ + if (!value.is_string()) { \ + return false; \ + } \ + } else if constexpr (std::is_same_v) { \ + if (!value.is_bool()) { \ + return false; \ + } \ + } \ + auto x = value.get(); \ + if (x.error()) { \ + if constexpr (std::is_same_v) { \ + auto x = value.get(); \ + return x.error() || (cmp); \ + } \ + } \ + return (cmp); \ } while (false) ExprValueType val = GetValueFromProto(expr_->val_); auto op_type = expr_->op_type_; + if (cached_index_chunk_id_ != 0) { const segcore::SegmentInternalInterface* segment = nullptr; if (segment_->type() == SegmentType::Growing) { @@ -949,127 +1031,318 @@ PhyUnaryRangeFilterExpr::ExecRangeVisitorImplJsonForIndex() { op_type, val, arrayIndex, - pointer](uint32_t row_id, + pointer](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto json_pair = segment->GetJsonData(field_id, row_id); - if (!json_pair.second) { - return false; - } - auto json = - milvus::Json(json_pair.first.data(), json_pair.first.size()); - switch (op_type) { - case proto::plan::GreaterThan: - if constexpr (std::is_same_v) { - return false; - } else { - if (!arrayIndex.empty()) { - UnaryRangeJSONIndexCompareWithArrayIndex( - ExprValueType(x.value()) > val); - } else { - UnaryRangeJSONIndexCompare( - ExprValueType(x.value()) > val); - } - } - case proto::plan::GreaterEqual: - if constexpr (std::is_same_v) { - return false; - } else { - if (!arrayIndex.empty()) { - UnaryRangeJSONIndexCompareWithArrayIndex( - ExprValueType(x.value()) >= val); - } else { - UnaryRangeJSONIndexCompare( - ExprValueType(x.value()) >= val); - } - } - case proto::plan::LessThan: - if constexpr (std::is_same_v) { - return false; - } else { - if (!arrayIndex.empty()) { - UnaryRangeJSONIndexCompareWithArrayIndex( - ExprValueType(x.value()) < val); - } else { - UnaryRangeJSONIndexCompare( - ExprValueType(x.value()) < val); - } - } - case proto::plan::LessEqual: - if constexpr (std::is_same_v) { - return false; - } else { - if (!arrayIndex.empty()) { - UnaryRangeJSONIndexCompareWithArrayIndex( - ExprValueType(x.value()) <= val); - } else { - UnaryRangeJSONIndexCompare( - ExprValueType(x.value()) <= val); - } - } - - case proto::plan::Equal: - if constexpr (std::is_same_v) { - auto array = json.array_at(offset, size); - if (array.error()) { - return false; - } - return CompareTwoJsonArray(array.value(), val); - } else { - if (!arrayIndex.empty()) { - UnaryRangeJSONIndexCompareWithArrayIndex( - ExprValueType(x.value()) == val); - } else { - UnaryRangeJSONIndexCompare( - ExprValueType(x.value()) == val); - } - } - case proto::plan::NotEqual: - if constexpr (std::is_same_v) { - auto array = json.array_at(offset, size); - if (array.error()) { - return false; - } - return !CompareTwoJsonArray(array.value(), val); - } else { - if (!arrayIndex.empty()) { - UnaryRangeJSONIndexCompareNotEqualWithArrayIndex( - ExprValueType(x.value()) != val); - } else { - UnaryRangeJSONIndexCompareNotEqual( - ExprValueType(x.value()) != val); - } - } - case proto::plan::PrefixMatch: - if constexpr (std::is_same_v) { - return false; - } else { - if (!arrayIndex.empty()) { - UnaryRangeJSONIndexCompareWithArrayIndex( - milvus::query::Match( - ExprValueType(x.value()), val, op_type)); - } else { - UnaryRangeJSONIndexCompare(milvus::query::Match( - ExprValueType(x.value()), val, op_type)); - } - } - case proto::plan::Match: - if constexpr (std::is_same_v) { - return false; - } else { - PatternMatchTranslator translator; - auto regex_pattern = translator(val); - RegexMatcher matcher(regex_pattern); - if (!arrayIndex.empty()) { - UnaryRangeJSONIndexCompareWithArrayIndex( - matcher(ExprValueType(x.value()))); - } else { - UnaryRangeJSONIndexCompare( - matcher(ExprValueType(x.value()))); - } - } - default: + uint16_t size, + uint32_t value) { + if (valid) { + if (type == uint8_t(milvus::index::JSONType::UNKNOWN) || + !arrayIndex.empty()) { return false; + } + if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::INT32) && + type != uint8_t(milvus::index::JSONType::INT64) && + type != uint8_t(milvus::index::JSONType::FLOAT) && + type != uint8_t(milvus::index::JSONType::DOUBLE)) { + return false; + } + } else if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::STRING) && + type != + uint8_t(milvus::index::JSONType::STRING_ESCAPE)) { + return false; + } + } else if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::INT32) && + type != uint8_t(milvus::index::JSONType::INT64) && + type != uint8_t(milvus::index::JSONType::FLOAT) && + type != uint8_t(milvus::index::JSONType::DOUBLE)) { + return false; + } + } else if constexpr (std::is_same_v) { + if (type != uint8_t(milvus::index::JSONType::BOOL)) { + return false; + } + } + switch (op_type) { + case proto::plan::GreaterThan: + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + UnaryJSONTypeCompareWithValue( + x > static_cast(val)); + } else { + UnaryJSONTypeCompareWithValue(x > val); + } + + case proto::plan::GreaterEqual: + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + UnaryJSONTypeCompareWithValue( + x >= static_cast(val)); + } else { + UnaryJSONTypeCompareWithValue(x >= val); + } + case proto::plan::LessThan: + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + UnaryJSONTypeCompareWithValue( + x < static_cast(val)); + } else { + UnaryJSONTypeCompareWithValue(x < val); + } + case proto::plan::LessEqual: + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + UnaryJSONTypeCompareWithValue( + x <= static_cast(val)); + } else { + UnaryJSONTypeCompareWithValue(x <= val); + } + case proto::plan::Equal: + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + UnaryJSONTypeCompareWithValue( + x == static_cast(val)); + } else { + UnaryJSONTypeCompareWithValue(x == val); + } + case proto::plan::NotEqual: + if (type == uint8_t(milvus::index::JSONType::FLOAT)) { + UnaryJSONTypeCompareWithValue( + x != static_cast(val)); + } else { + UnaryJSONTypeCompareWithValue(x != val); + } + case proto::plan::PrefixMatch: + case proto::plan::Match: + default: + return false; + } + } else { + auto json_pair = segment->GetJsonData(field_id, row_id); + if (!json_pair.second) { + return false; + } + auto json = milvus::Json(json_pair.first.data(), + json_pair.first.size()); + switch (op_type) { + case proto::plan::GreaterThan: + if constexpr (std::is_same_v) { + return false; + } else { + if (!arrayIndex.empty()) { + UnaryRangeJSONIndexCompareWithArrayIndex( + ExprValueType(x.value()) > val); + } else { + if (type == + uint8_t( + milvus::index::JSONType::STRING) || + type == + uint8_t( + milvus::index::JSONType::DOUBLE) || + type == + uint8_t( + milvus::index::JSONType::INT64)) { + UnaryJSONTypeCompare(x > val); + } else { + UnaryRangeJSONIndexCompare( + ExprValueType(x.value()) > val); + } + } + } + case proto::plan::GreaterEqual: + if constexpr (std::is_same_v) { + return false; + } else { + if (!arrayIndex.empty()) { + UnaryRangeJSONIndexCompareWithArrayIndex( + ExprValueType(x.value()) >= val); + } else { + if (type == + uint8_t( + milvus::index::JSONType::STRING) || + type == + uint8_t( + milvus::index::JSONType::DOUBLE) || + type == + uint8_t( + milvus::index::JSONType::INT64)) { + UnaryJSONTypeCompare(x >= val); + } else { + UnaryRangeJSONIndexCompare( + ExprValueType(x.value()) >= val); + } + } + } + case proto::plan::LessThan: + if constexpr (std::is_same_v) { + return false; + } else { + if (!arrayIndex.empty()) { + UnaryRangeJSONIndexCompareWithArrayIndex( + ExprValueType(x.value()) < val); + } else { + if (type == + uint8_t( + milvus::index::JSONType::STRING) || + type == + uint8_t( + milvus::index::JSONType::DOUBLE) || + type == + uint8_t( + milvus::index::JSONType::INT64)) { + UnaryJSONTypeCompare(x < val); + } else { + UnaryRangeJSONIndexCompare( + ExprValueType(x.value()) < val); + } + } + } + case proto::plan::LessEqual: + if constexpr (std::is_same_v) { + return false; + } else { + if (!arrayIndex.empty()) { + UnaryRangeJSONIndexCompareWithArrayIndex( + ExprValueType(x.value()) <= val); + } else { + if (type == + uint8_t( + milvus::index::JSONType::STRING) || + type == + uint8_t( + milvus::index::JSONType::DOUBLE) || + type == + uint8_t( + milvus::index::JSONType::INT64)) { + UnaryJSONTypeCompare(x <= val); + } else { + UnaryRangeJSONIndexCompare( + ExprValueType(x.value()) <= val); + } + } + } + + case proto::plan::Equal: + if constexpr (std::is_same_v) { + if (type != + uint8_t(milvus::index::JSONType::UNKNOWN)) { + return false; + } + auto array = json.array_at(offset, size); + if (array.error()) { + return false; + } + return CompareTwoJsonArray(array.value(), val); + } else { + if (!arrayIndex.empty()) { + UnaryRangeJSONIndexCompareWithArrayIndex( + ExprValueType(x.value()) == val); + } else { + if (type == + uint8_t( + milvus::index::JSONType::STRING) || + type == + uint8_t( + milvus::index::JSONType::DOUBLE) || + type == + uint8_t( + milvus::index::JSONType::INT64)) { + UnaryJSONTypeCompare(x == val); + } else { + UnaryRangeJSONIndexCompare( + ExprValueType(x.value()) == val); + } + } + } + case proto::plan::NotEqual: + if constexpr (std::is_same_v) { + if (type != + uint8_t(milvus::index::JSONType::UNKNOWN)) { + return false; + } + auto array = json.array_at(offset, size); + if (array.error()) { + return false; + } + return !CompareTwoJsonArray(array.value(), val); + } else { + if (!arrayIndex.empty()) { + UnaryRangeJSONIndexCompareNotEqualWithArrayIndex( + ExprValueType(x.value()) != val); + } else { + if (type == + uint8_t( + milvus::index::JSONType::STRING) || + type == + uint8_t( + milvus::index::JSONType::DOUBLE) || + type == + uint8_t( + milvus::index::JSONType::INT64)) { + UnaryJSONTypeCompare(x != val); + } else { + UnaryRangeJSONIndexCompareNotEqual( + ExprValueType(x.value()) != val); + } + } + } + case proto::plan::PrefixMatch: + if constexpr (std::is_same_v) { + return false; + } else { + if (!arrayIndex.empty()) { + UnaryRangeJSONIndexCompareWithArrayIndex( + milvus::query::Match( + ExprValueType(x.value()), + val, + op_type)); + } else { + if (type == + uint8_t( + milvus::index::JSONType::STRING) || + type == + uint8_t( + milvus::index::JSONType::DOUBLE) || + type == + uint8_t( + milvus::index::JSONType::INT64)) { + UnaryJSONTypeCompare( + milvus::query::Match(x, val, op_type)); + } else { + UnaryRangeJSONIndexCompare( + milvus::query::Match( + ExprValueType(x.value()), + val, + op_type)); + } + } + } + case proto::plan::Match: + if constexpr (std::is_same_v) { + return false; + } else { + PatternMatchTranslator translator; + auto regex_pattern = translator(val); + RegexMatcher matcher(regex_pattern); + if (!arrayIndex.empty()) { + UnaryRangeJSONIndexCompareWithArrayIndex( + matcher(ExprValueType(x.value()))); + } else { + UnaryRangeJSONIndexCompare( + matcher(ExprValueType(x.value()))); + } + } + default: + return false; + } } }; bool is_growing = segment_->type() == SegmentType::Growing; diff --git a/internal/core/src/index/JsonKeyInvertedIndex.cpp b/internal/core/src/index/JsonKeyInvertedIndex.cpp index d2e9749141..16c29c0b2e 100644 --- a/internal/core/src/index/JsonKeyInvertedIndex.cpp +++ b/internal/core/src/index/JsonKeyInvertedIndex.cpp @@ -21,37 +21,70 @@ constexpr const char* TMP_JSON_INVERTED_LOG_PREFIX = "/tmp/milvus/json-key-inverted-index-log/"; void -JsonKeyInvertedIndex::AddInvertedRecord(const std::vector& paths, - uint32_t row_id, - uint16_t offset, - uint16_t length) { +JsonKeyInvertedIndex::AddJSONEncodeValue( + const std::vector& paths, + uint8_t flag, + uint8_t type, + uint32_t row_id, + uint16_t offset, + uint16_t length, + uint32_t value, + std::map>& mp) { std::string key = ""; if (!paths.empty()) { key = std::string("/") + Join(paths, "/"); } LOG_DEBUG( - "insert inverted key: {}, row_id: {}, offset: " - "{}, length:{}", + "insert inverted key: {}, flag: {}, type: {}, row_id: {}, offset: " + "{}, length:{}, value:{}", key, + flag, + type, row_id, offset, - length); - int64_t combine_id = EncodeOffset(row_id, offset, length); - wrapper_->add_multi_data(&key, 1, combine_id); + length, + value); + int64_t combine_id = 0; + if (json_key_data_format_ == 0) { + if (flag) { + combine_id = EncodeValue(flag, type, row_id, value); + } else { + combine_id = EncodeOffset(flag, type, row_id, offset, length); + } + } + mp[key].push_back(combine_id); } void -JsonKeyInvertedIndex::TravelJson(const char* json, - jsmntok* tokens, - int& index, - std::vector& path, - int32_t offset) { +JsonKeyInvertedIndex::AddInvertedRecord( + std::map>& mp) { + for (auto& iter : mp) { + for (auto value : iter.second) { + wrapper_->add_multi_data(&iter.first, 1, value); + } + } +} + +void +JsonKeyInvertedIndex::TravelJson( + const char* json, + jsmntok* tokens, + int& index, + std::vector& path, + int32_t offset, + std::map>& mp) { jsmntok current = tokens[0]; Assert(current.type != JSMN_UNDEFINED); if (current.type == JSMN_OBJECT) { if (!path.empty()) { - AddInvertedRecord( - path, offset, current.start, current.end - current.start); + AddJSONEncodeValue(path, + 0, + 0, + offset, + current.start, + current.end - current.start, + 0, + mp); } int j = 1; for (int i = 0; i < current.size; i++) { @@ -61,18 +94,74 @@ JsonKeyInvertedIndex::TravelJson(const char* json, path.push_back(key); j++; int consumed = 0; - TravelJson(json, tokens + j, consumed, path, offset); + TravelJson(json, tokens + j, consumed, path, offset, mp); path.pop_back(); j += consumed; } index = j; } else if (current.type == JSMN_PRIMITIVE) { - AddInvertedRecord( - path, offset, current.start, current.end - current.start); + std::string value(json + current.start, current.end - current.start); + auto type = getType(value); + + if (type == JSONType::INT32) { + AddJSONEncodeValue(path, + 1, + static_cast(JSONType::INT32), + offset, + current.start, + current.end - current.start, + stoi(value), + mp); + } else if (type == JSONType::INT64) { + AddJSONEncodeValue(path, + 0, + static_cast(JSONType::INT64), + offset, + current.start, + current.end - current.start, + 0, + mp); + } else if (type == JSONType::FLOAT) { + auto fvalue = stof(value); + uint32_t valueBits = *reinterpret_cast(&fvalue); + AddJSONEncodeValue(path, + 1, + static_cast(JSONType::FLOAT), + offset, + current.start, + current.end - current.start, + valueBits, + mp); + } else if (type == JSONType::DOUBLE) { + AddJSONEncodeValue(path, + 0, + static_cast(JSONType::DOUBLE), + offset, + current.start, + current.end - current.start, + 0, + mp); + } else if (type == JSONType::BOOL) { + AddJSONEncodeValue(path, + 1, + static_cast(JSONType::BOOL), + offset, + current.start, + current.end - current.start, + value == "true" ? 1 : 0, + mp); + } + index++; } else if (current.type == JSMN_ARRAY) { - AddInvertedRecord( - path, offset, current.start, current.end - current.start); + AddJSONEncodeValue(path, + 0, + static_cast(JSONType::UNKNOWN), + offset, + current.start, + current.end - current.start, + 0, + mp); // skip array parse int count = current.size; int j = 1; @@ -86,14 +175,34 @@ JsonKeyInvertedIndex::TravelJson(const char* json, index = j; } else if (current.type == JSMN_STRING) { Assert(current.size == 0); - AddInvertedRecord( - path, offset, current.start - 1, current.end - current.start + 2); + std::string value(json + current.start, current.end - current.start); + if (has_escape_sequence(value)) { + AddJSONEncodeValue(path, + 0, + static_cast(JSONType::STRING_ESCAPE), + offset, + current.start - 1, + current.end - current.start + 2, + 0, + mp); + } else { + AddJSONEncodeValue(path, + 0, + static_cast(JSONType::STRING), + offset, + current.start, + current.end - current.start, + 0, + mp); + } index++; } } void -JsonKeyInvertedIndex::AddJson(const char* json, int64_t offset) { +JsonKeyInvertedIndex::AddJson(const char* json, + int64_t offset, + std::map>& mp) { jsmn_parser parser; jsmntok_t* tokens = (jsmntok_t*)malloc(16 * sizeof(jsmntok_t)); if (!tokens) { @@ -131,38 +240,45 @@ JsonKeyInvertedIndex::AddJson(const char* json, int64_t offset) { int index = 0; std::vector paths; - TravelJson(json, tokens, index, paths, offset); + TravelJson(json, tokens, index, paths, offset, mp); free(tokens); } JsonKeyInvertedIndex::JsonKeyInvertedIndex( - const storage::FileManagerContext& ctx, bool is_load) + const storage::FileManagerContext& ctx, + bool is_load, + int64_t json_key_data_format, + int64_t json_stats_tantivy_memory_budget) : commit_interval_in_ms_(std::numeric_limits::max()), last_commit_time_(stdclock::now()) { + LOG_INFO( + "JsonKeyInvertedIndex json_stats_tantivy_memory_budget:{}, " + "json_key_data_format:{}", + json_stats_tantivy_memory_budget, + json_key_data_format); schema_ = ctx.fieldDataMeta.field_schema; field_id_ = ctx.fieldDataMeta.field_id; mem_file_manager_ = std::make_shared(ctx); disk_file_manager_ = std::make_shared(ctx); - + json_key_data_format_ = json_key_data_format; if (is_load) { auto prefix = disk_file_manager_->GetLocalJsonKeyIndexPrefix(); path_ = prefix; } else { auto prefix = disk_file_manager_->GetJsonKeyIndexIdentifier(); path_ = std::string(TMP_JSON_INVERTED_LOG_PREFIX) + prefix; - boost::filesystem::create_directories(path_); std::string field_name = std::to_string(disk_file_manager_->GetFieldDataMeta().field_id); d_type_ = TantivyDataType::Keyword; - wrapper_ = - std::make_shared(field_name.c_str(), - d_type_, - path_.c_str(), - false, - false, - 1, - JSON_INDEX_MEMORY_BUDGET); + wrapper_ = std::make_shared( + field_name.c_str(), + d_type_, + path_.c_str(), + false, + false, + 1, + json_stats_tantivy_memory_budget); } } @@ -240,7 +356,6 @@ JsonKeyInvertedIndex::Load(milvus::tracer::TraceContext ctx, GetValueFromConfig>(config, "index_files"); AssertInfo(index_files.has_value(), "index file paths is empty when load json key index"); - for (auto& index_file : index_files.value()) { boost::filesystem::path p(index_file); if (!p.has_parent_path()) { @@ -249,7 +364,6 @@ JsonKeyInvertedIndex::Load(milvus::tracer::TraceContext ctx, index_file = remote_prefix + "/" + index_file; } } - disk_file_manager_->CacheJsonKeyIndexToDisk(index_files.value()); AssertInfo( tantivy_index_exist(path_.c_str()), "index not exist: {}", path_); @@ -272,6 +386,7 @@ void JsonKeyInvertedIndex::BuildWithFieldData( const std::vector& field_datas, bool nullable) { int64_t offset = 0; + std::map> mp; if (nullable) { for (const auto& data : field_datas) { auto n = data->get_num_rows(); @@ -282,7 +397,8 @@ JsonKeyInvertedIndex::BuildWithFieldData( AddJson(static_cast(data->RawValue(i)) ->data() .data(), - offset++); + offset++, + mp); } } } else { @@ -292,10 +408,12 @@ JsonKeyInvertedIndex::BuildWithFieldData( AddJson(static_cast(data->RawValue(i)) ->data() .data(), - offset++); + offset++, + mp); } } } + AddInvertedRecord(mp); LOG_INFO("build json key index done for field id:{}", field_id_); } @@ -304,13 +422,15 @@ JsonKeyInvertedIndex::AddJSONDatas(size_t n, const std::string* jsonDatas, const bool* valids, int64_t offset_begin) { + std::map> mp; for (int i = 0; i < n; i++) { auto offset = i + offset_begin; if (valids != nullptr && !valids[i]) { continue; } - AddJson(jsonDatas[i].c_str(), offset); + AddJson(jsonDatas[i].c_str(), offset, mp); } + AddInvertedRecord(mp); is_data_uncommitted_ = true; LOG_INFO("build json key index done for AddJSONDatas"); if (shouldTriggerCommit()) { diff --git a/internal/core/src/index/JsonKeyInvertedIndex.h b/internal/core/src/index/JsonKeyInvertedIndex.h index 0dfecd2a05..244a7bdef7 100644 --- a/internal/core/src/index/JsonKeyInvertedIndex.h +++ b/internal/core/src/index/JsonKeyInvertedIndex.h @@ -17,12 +17,24 @@ #include "index/InvertedIndexTantivy.h" #include "common/jsmn.h" namespace milvus::index { - +enum class JSONType { + UNKNOWN, + BOOL, + INT32, + INT64, + FLOAT, + DOUBLE, + STRING, + STRING_ESCAPE +}; using stdclock = std::chrono::high_resolution_clock; class JsonKeyInvertedIndex : public InvertedIndexTantivy { public: - explicit JsonKeyInvertedIndex(const storage::FileManagerContext& ctx, - bool is_load); + explicit JsonKeyInvertedIndex( + const storage::FileManagerContext& ctx, + bool is_load, + int64_t json_key_data_format = 0, + int64_t json_stats_tantivy_memory_budget = 16777216); explicit JsonKeyInvertedIndex(int64_t commit_interval_in_ms, const char* unique_id); @@ -47,24 +59,46 @@ class JsonKeyInvertedIndex : public InvertedIndexTantivy { BuildWithFieldData(const std::vector& datas, bool nullable); const TargetBitmap - FilterByPath(const std::string& path, - int32_t row, - bool is_growing, - bool is_strong_consistency, - std::function filter) { + FilterByPath( + const std::string& path, + int32_t row, + bool is_growing, + bool is_strong_consistency, + std::function filter) { auto processArray = [this, &path, row, &filter]() { TargetBitmap bitset(row); auto array = wrapper_->term_query_i64(path); LOG_INFO("json key filter size:{}", array.array_.len); for (size_t j = 0; j < array.array_.len; j++) { auto the_offset = array.array_.array[j]; - auto tuple = DecodeOffset(the_offset); - auto row_id = std::get<0>(tuple); - if (row_id >= row) { - continue; + if (json_key_data_format_ == 0) { + if (DecodeValid(the_offset)) { + auto tuple = DecodeValue(the_offset); + auto row_id = std::get<1>(tuple); + if (row_id >= row) { + continue; + } + bitset[row_id] = filter(true, + std::get<0>(tuple), + std::get<1>(tuple), + 0, + 0, + std::get<2>(tuple)); + } else { + auto tuple = DecodeOffset(the_offset); + auto row_id = std::get<1>(tuple); + if (row_id >= row) { + continue; + } + bitset[row_id] = filter(false, + std::get<0>(tuple), + std::get<1>(tuple), + std::get<2>(tuple), + std::get<3>(tuple), + 0); + } } - bitset[row_id] = filter( - std::get<0>(tuple), std::get<1>(tuple), std::get<2>(tuple)); } return bitset; @@ -74,8 +108,8 @@ class JsonKeyInvertedIndex : public InvertedIndexTantivy { if (shouldTriggerCommit() || is_strong_consistency) { if (is_data_uncommitted_) { Commit(); - Reload(); } + Reload(); return processArray(); } else { return processArray(); @@ -105,44 +139,159 @@ class JsonKeyInvertedIndex : public InvertedIndexTantivy { private: void - AddJson(const char* json, int64_t offset); + AddJson(const char* json, + int64_t offset, + std::map>& mp); void TravelJson(const char* json, jsmntok* tokens, int& index, std::vector& path, - int32_t offset); + int32_t offset, + std::map>& mp); void - AddInvertedRecord(const std::vector& paths, - uint32_t row_id, - uint16_t offset, - uint16_t length); + AddJSONEncodeValue(const std::vector& paths, + uint8_t flag, + uint8_t type, + uint32_t row_id, + uint16_t offset, + uint16_t length, + uint32_t value, + std::map>& mp); int64_t - EncodeOffset(uint32_t row_id, uint16_t row_offset, uint16_t size) { - return static_cast(row_id) << 32 | + EncodeOffset(uint8_t flag, + uint8_t type, + uint32_t row_id, + uint16_t row_offset, + uint16_t size) { + row_id &= 0x0FFFFFFF; + return static_cast(flag) << 63 | + static_cast(type) << 60 | + static_cast(row_id) << 32 | static_cast(row_offset) << 16 | static_cast(size); } - std::tuple + int64_t + EncodeValue(uint8_t flag, uint8_t type, uint32_t row_id, uint32_t value) { + return static_cast(flag) << 63 | + static_cast(type) << 60 | + static_cast(row_id) << 32 | static_cast(value); + } + + bool + DecodeValid(int64_t encode_offset) { + return (encode_offset >> 63) & 1; + } + + std::tuple + DecodeValue(int64_t encode_offset) { + uint8_t type = (encode_offset >> 60) & 0x7; + uint32_t row_id = (encode_offset >> 32) & 0x0FFFFFFF; + uint32_t value = encode_offset & 0xFFFFFFFF; + return std::make_tuple(type, row_id, value); + } + + std::tuple DecodeOffset(int64_t encode_offset) { - uint32_t row_id = (encode_offset >> 32) & 0xFFFFFFFF; + uint8_t type = (encode_offset >> 60) & 0x7; + uint32_t row_id = (encode_offset >> 32) & 0x0FFFFFFF; uint16_t row_offset = (encode_offset >> 16) & 0xFFFF; uint16_t size = encode_offset & 0xFFFF; - return std::make_tuple(row_id, row_offset, size); + return std::make_tuple(type, row_id, row_offset, size); } bool shouldTriggerCommit(); + bool + isBoolean(const std::string& str) { + return str == "true" || str == "false"; + } + + bool + isInt32(const std::string& str) { + std::istringstream iss(str); + int64_t num; + iss >> num; + + return !iss.fail() && iss.eof() && + num >= std::numeric_limits::min() && + num <= std::numeric_limits::max(); + } + + bool + isInt64(const std::string& str) { + std::istringstream iss(str); + int64_t num; + iss >> num; + + return !iss.fail() && iss.eof(); + } + + bool + isFloat(const std::string& str) { + try { + float d = std::stof(str); + return true; + } catch (...) { + return false; + } + } + + bool + isDouble(const std::string& str) { + try { + double d = std::stod(str); + return true; + } catch (...) { + return false; + } + } + + bool + has_escape_sequence(const std::string& str) { + for (size_t i = 0; i < str.size(); ++i) { + if (str[i] == '\\' && i + 1 < str.size()) { + char next = str[i + 1]; + if (next == 'n' || next == 't' || next == 'r' || next == 'b' || + next == 'f' || next == 'v' || next == '\\' || + next == '\"' || next == '\'') { + return true; + } + } + } + return false; + } + + JSONType + getType(const std::string& str) { + if (isBoolean(str)) { + return JSONType::BOOL; + } else if (isInt32(str)) { + return JSONType::INT32; + } else if (isInt64(str)) { + return JSONType::INT64; + } else if (isFloat(str)) { + return JSONType::FLOAT; + } else if (isDouble(str)) { + return JSONType::DOUBLE; + } + return JSONType::UNKNOWN; + } + + void + AddInvertedRecord(std::map>& mp); + private: int64_t field_id_; mutable std::mutex mtx_; std::atomic last_commit_time_; int64_t commit_interval_in_ms_; + int64_t json_key_data_format_ = 0; std::atomic is_data_uncommitted_ = false; }; } // namespace milvus::index diff --git a/internal/core/src/indexbuilder/index_c.cpp b/internal/core/src/indexbuilder/index_c.cpp index 007a301cb1..9022f20371 100644 --- a/internal/core/src/indexbuilder/index_c.cpp +++ b/internal/core/src/indexbuilder/index_c.cpp @@ -270,7 +270,10 @@ BuildJsonKeyIndex(ProtoLayoutInterface result, auto field_schema = FieldMeta::ParseFrom(build_index_info->field_schema()); auto index = std::make_unique( - fileManagerContext, false); + fileManagerContext, + false, + build_index_info->json_key_stats_data_format(), + build_index_info->json_key_stats_tantivy_memory()); index->Build(config); auto create_index_result = index->Upload(config); create_index_result->SerializeAt( diff --git a/internal/core/src/mmap/ChunkedColumn.h b/internal/core/src/mmap/ChunkedColumn.h index ffbb707e1f..b9e106f371 100644 --- a/internal/core/src/mmap/ChunkedColumn.h +++ b/internal/core/src/mmap/ChunkedColumn.h @@ -335,7 +335,7 @@ class ChunkedVariableColumn : public ChunkedColumnBase { std::pair, FixedVector> StringViews(int64_t chunk_id) const override { - return std::dynamic_pointer_cast(chunks_[chunk_id]) + return std::static_pointer_cast(chunks_[chunk_id]) ->StringViews(); } @@ -347,7 +347,7 @@ class ChunkedVariableColumn : public ChunkedColumnBase { std::pair, FixedVector> ViewsByOffsets(int64_t chunk_id, const FixedVector& offsets) const override { - return std::dynamic_pointer_cast(chunks_[chunk_id]) + return std::static_pointer_cast(chunks_[chunk_id]) ->ViewsByOffsets(offsets); } @@ -359,7 +359,7 @@ class ChunkedVariableColumn : public ChunkedColumnBase { std::vector elements; elements.push_back( {chunks_[chunk_id]->Data(), - std::dynamic_pointer_cast(chunks_[chunk_id]) + std::static_pointer_cast(chunks_[chunk_id]) ->Offsets(), static_cast(start_offset), static_cast(start_offset + length)}); @@ -375,12 +375,11 @@ class ChunkedVariableColumn : public ChunkedColumnBase { } auto [chunk_id, offset_in_chunk] = GetChunkIDByOffset(i); - auto data = chunks_[chunk_id]->Data(); - auto offsets = std::dynamic_pointer_cast(chunks_[chunk_id]) - ->Offsets(); - auto len = offsets[offset_in_chunk + 1] - offsets[offset_in_chunk]; + auto data = std::static_pointer_cast(chunks_[chunk_id]) + -> + operator[](offset_in_chunk); - return ViewType(data + offsets[offset_in_chunk], len); + return ViewType(data.data(), data.length()); } std::string_view diff --git a/internal/core/src/segcore/SegmentGrowingImpl.cpp b/internal/core/src/segcore/SegmentGrowingImpl.cpp index 3e48c328c3..9315945e53 100644 --- a/internal/core/src/segcore/SegmentGrowingImpl.cpp +++ b/internal/core/src/segcore/SegmentGrowingImpl.cpp @@ -938,7 +938,7 @@ SegmentGrowingImpl::CreateJSONIndex(FieldId field_id) { "cannot create json index on non-json type"); std::string unique_id = GetUniqueFieldId(field_meta.get_id().get()); auto index = std::make_unique( - JSON_INDEX_COMMIT_INTERVAL, unique_id.c_str()); + JSON_KEY_STATS_COMMIT_INTERVAL, unique_id.c_str()); index->Commit(); index->CreateReader(); diff --git a/internal/core/src/segcore/segment_c.cpp b/internal/core/src/segcore/segment_c.cpp index c9cbf062f1..9288acb585 100644 --- a/internal/core/src/segcore/segment_c.cpp +++ b/internal/core/src/segcore/segment_c.cpp @@ -533,7 +533,7 @@ LoadJsonKeyIndex(CTraceContext c_trace, field_meta, index_meta, remote_chunk_manager); auto index = std::make_unique( - file_ctx, true); + file_ctx, true, info_proto->json_key_stats_data_format()); index->Load(ctx, config); segment->LoadJsonKeyIndex(milvus::FieldId(info_proto->fieldid()), diff --git a/internal/core/src/storage/DiskFileManagerImpl.cpp b/internal/core/src/storage/DiskFileManagerImpl.cpp index 25bcee21c8..6713b14930 100644 --- a/internal/core/src/storage/DiskFileManagerImpl.cpp +++ b/internal/core/src/storage/DiskFileManagerImpl.cpp @@ -634,6 +634,8 @@ std::string DiskFileManagerImpl::GetJsonKeyIndexIdentifier() { return GenJsonKeyIndexPathIdentifier(index_meta_.build_id, index_meta_.index_version, + field_meta_.collection_id, + field_meta_.partition_id, field_meta_.segment_id, field_meta_.field_id); } @@ -645,6 +647,8 @@ DiskFileManagerImpl::GetLocalJsonKeyIndexPrefix() { return GenJsonKeyIndexPathPrefix(local_chunk_manager, index_meta_.build_id, index_meta_.index_version, + field_meta_.collection_id, + field_meta_.partition_id, field_meta_.segment_id, field_meta_.field_id); } @@ -654,6 +658,8 @@ DiskFileManagerImpl::GetRemoteJsonKeyLogPrefix() { return GenJsonKeyIndexPathPrefix(rcm_, index_meta_.build_id, index_meta_.index_version, + field_meta_.collection_id, + field_meta_.partition_id, field_meta_.segment_id, field_meta_.field_id); } diff --git a/internal/core/src/storage/Util.cpp b/internal/core/src/storage/Util.cpp index 9550a07476..57a2d44b91 100644 --- a/internal/core/src/storage/Util.cpp +++ b/internal/core/src/storage/Util.cpp @@ -525,23 +525,32 @@ GenTextIndexPathPrefix(ChunkManagerPtr cm, std::string GenJsonKeyIndexPathIdentifier(int64_t build_id, int64_t index_version, + int64_t collection_id, + int64_t partition_id, int64_t segment_id, int64_t field_id) { return std::to_string(build_id) + "/" + std::to_string(index_version) + - "/" + std::to_string(segment_id) + "/" + std::to_string(field_id) + - "/"; + "/" + std::to_string(collection_id) + "/" + + std::to_string(partition_id) + "/" + std::to_string(segment_id) + + "/" + std::to_string(field_id) + "/"; } std::string GenJsonKeyIndexPathPrefix(ChunkManagerPtr cm, int64_t build_id, int64_t index_version, + int64_t collection_id, + int64_t partition_id, int64_t segment_id, int64_t field_id) { return cm->GetRootPath() + "/" + std::string(JSON_KEY_INDEX_LOG_ROOT_PATH) + "/" + - GenJsonKeyIndexPathIdentifier( - build_id, index_version, segment_id, field_id); + GenJsonKeyIndexPathIdentifier(build_id, + index_version, + collection_id, + partition_id, + segment_id, + field_id); } std::string diff --git a/internal/core/src/storage/Util.h b/internal/core/src/storage/Util.h index d944325313..511656220d 100644 --- a/internal/core/src/storage/Util.h +++ b/internal/core/src/storage/Util.h @@ -95,6 +95,8 @@ GenTextIndexPathPrefix(ChunkManagerPtr cm, std::string GenJsonKeyIndexPathIdentifier(int64_t build_id, int64_t index_version, + int64_t collection_id, + int64_t partition_id, int64_t segment_id, int64_t field_id); @@ -102,6 +104,8 @@ std::string GenJsonKeyIndexPathPrefix(ChunkManagerPtr cm, int64_t build_id, int64_t index_version, + int64_t collection_id, + int64_t partition_id, int64_t segment_id, int64_t field_id); diff --git a/internal/core/unittest/test_expr.cpp b/internal/core/unittest/test_expr.cpp index d784a0604d..c97e2e4173 100644 --- a/internal/core/unittest/test_expr.cpp +++ b/internal/core/unittest/test_expr.cpp @@ -56,14 +56,17 @@ using namespace milvus; using namespace milvus::query; using namespace milvus::segcore; -class ExprTest : public ::testing::TestWithParam< - std::pair> { +class ExprTest + : public ::testing::TestWithParam< + std::tuple, bool>> { public: void SetUp() override { auto param = GetParam(); - data_type = param.first; - metric_type = param.second; + data_type = std::get<0>(param).first; // Get the DataType from the pair + metric_type = + std::get<0>(param).second; // Get the MetricType from the pair + JSON_KEY_STATS_ENABLED = std::get<1>(param); // Get the bool parameter } // replace the metric type in the plan string with the proper type @@ -78,13 +81,29 @@ class ExprTest : public ::testing::TestWithParam< knowhere::MetricType metric_type; }; +// Instantiate test suite with new bool parameter INSTANTIATE_TEST_SUITE_P( ExprTestSuite, ExprTest, ::testing::Values( - std::pair(milvus::DataType::VECTOR_FLOAT, knowhere::metric::L2), - std::pair(milvus::DataType::VECTOR_SPARSE_FLOAT, knowhere::metric::IP), - std::pair(milvus::DataType::VECTOR_BINARY, knowhere::metric::JACCARD))); + std::make_tuple(std::pair(milvus::DataType::VECTOR_FLOAT, + knowhere::metric::L2), + false), + std::make_tuple(std::pair(milvus::DataType::VECTOR_SPARSE_FLOAT, + knowhere::metric::IP), + false), + std::make_tuple(std::pair(milvus::DataType::VECTOR_BINARY, + knowhere::metric::JACCARD), + false), + std::make_tuple(std::pair(milvus::DataType::VECTOR_FLOAT, + knowhere::metric::L2), + true), + std::make_tuple(std::pair(milvus::DataType::VECTOR_SPARSE_FLOAT, + knowhere::metric::IP), + true), + std::make_tuple(std::pair(milvus::DataType::VECTOR_BINARY, + knowhere::metric::JACCARD), + true))); TEST_P(ExprTest, Range) { SUCCEED(); @@ -1246,10 +1265,6 @@ TEST_P(ExprTest, TestUnaryRangeJson) { {20, {"int"}}, {30, {"int"}}, {40, {"int"}}, - {10, {"double"}}, - {20, {"double"}}, - {30, {"double"}}, - {40, {"double"}}, {1, {"array", "0"}}, {2, {"array", "1"}}, {3, {"array", "2"}}}; @@ -1361,7 +1376,8 @@ TEST_P(ExprTest, TestUnaryRangeJson) { .value(); auto ref = f(val); - ASSERT_EQ(ans, ref); + ASSERT_EQ(ans, ref) << "@" << i << "op" << op; + if (i % 2 == 0) { ASSERT_EQ(view[int(i / 2)], ref); } @@ -1380,6 +1396,270 @@ TEST_P(ExprTest, TestUnaryRangeJson) { } } + { + struct Testcase { + int64_t val; + std::vector nested_path; + }; + std::vector testcases{{1.1, {"double"}}, + {2.2, {"double"}}, + {3.3, {"double"}}, + {4.4, {"double"}}, + {1e40, {"double"}}}; + + auto schema = std::make_shared(); + auto i64_fid = schema->AddDebugField("id", DataType::INT64); + auto json_fid = schema->AddDebugField("json", DataType::JSON); + schema->set_primary_field_id(i64_fid); + + auto seg = CreateGrowingSegment(schema, empty_index_meta); + int N = 1000; + std::vector json_col; + int num_iters = 1; + for (int iter = 0; iter < num_iters; ++iter) { + auto raw_data = DataGen(schema, N, iter); + auto new_json_col = raw_data.get_col(json_fid); + + json_col.insert( + json_col.end(), new_json_col.begin(), new_json_col.end()); + seg->PreInsert(N); + seg->Insert(iter * N, + N, + raw_data.row_ids_.data(), + raw_data.timestamps_.data(), + raw_data.raw_); + } + std::this_thread::sleep_for(std::chrono::milliseconds(200) * 2); + auto seg_promote = dynamic_cast(seg.get()); + + std::vector ops{ + OpType::Equal, + OpType::NotEqual, + OpType::GreaterThan, + OpType::GreaterEqual, + OpType::LessThan, + OpType::LessEqual, + }; + for (const auto& testcase : testcases) { + auto check = [&](double value) { return value == testcase.val; }; + std::function f = check; + for (auto& op : ops) { + switch (op) { + case OpType::Equal: { + f = [&](double value) { return value == testcase.val; }; + break; + } + case OpType::NotEqual: { + f = [&](double value) { return value != testcase.val; }; + break; + } + case OpType::GreaterEqual: { + f = [&](double value) { return value >= testcase.val; }; + break; + } + case OpType::GreaterThan: { + f = [&](double value) { return value > testcase.val; }; + break; + } + case OpType::LessEqual: { + f = [&](double value) { return value <= testcase.val; }; + break; + } + case OpType::LessThan: { + f = [&](double value) { return value < testcase.val; }; + break; + } + default: { + PanicInfo(Unsupported, "unsupported range node"); + } + } + + auto pointer = milvus::Json::pointer(testcase.nested_path); + proto::plan::GenericValue value; + value.set_float_val(testcase.val); + auto expr = + std::make_shared( + milvus::expr::ColumnInfo( + json_fid, DataType::JSON, testcase.nested_path), + op, + value); + auto plan = std::make_shared( + DEFAULT_PLANNODE_ID, expr); + auto final = ExecuteQueryExpr( + plan, seg_promote, N * num_iters, MAX_TIMESTAMP); + EXPECT_EQ(final.size(), N * num_iters); + + // specify some offsets and do scalar filtering on these offsets + milvus::exec::OffsetVector offsets; + offsets.reserve(N * num_iters / 2); + for (auto i = 0; i < N * num_iters; ++i) { + if (i % 2 == 0) { + offsets.emplace_back(i); + } + } + auto col_vec = milvus::test::gen_filter_res(plan.get(), + seg_promote, + N * num_iters, + MAX_TIMESTAMP, + &offsets); + BitsetTypeView view(col_vec->GetRawData(), col_vec->size()); + EXPECT_EQ(view.size(), N * num_iters / 2); + + for (int i = 0; i < N * num_iters; ++i) { + auto ans = final[i]; + + auto val = + milvus::Json(simdjson::padded_string(json_col[i])) + .template at(pointer) + .value(); + auto ref = f(val); + ASSERT_EQ(ans, ref); + if (i % 2 == 0) { + ASSERT_EQ(view[int(i / 2)], ref); + } + } + } + } + } + + { + struct Testcase { + std::string val; + std::vector nested_path; + }; + std::vector testcases{ + {"abc", {"string"}}, + {"This is a line break\\nThis is a new line!", {"string"}}}; + + auto schema = std::make_shared(); + auto i64_fid = schema->AddDebugField("id", DataType::INT64); + auto json_fid = schema->AddDebugField("json", DataType::JSON); + schema->set_primary_field_id(i64_fid); + + auto seg = CreateGrowingSegment(schema, empty_index_meta); + int N = 1000; + std::vector json_col; + int num_iters = 1; + for (int iter = 0; iter < num_iters; ++iter) { + auto raw_data = DataGen(schema, N, iter); + auto new_json_col = raw_data.get_col(json_fid); + + json_col.insert( + json_col.end(), new_json_col.begin(), new_json_col.end()); + seg->PreInsert(N); + seg->Insert(iter * N, + N, + raw_data.row_ids_.data(), + raw_data.timestamps_.data(), + raw_data.raw_); + } + std::this_thread::sleep_for(std::chrono::milliseconds(200) * 2); + auto seg_promote = dynamic_cast(seg.get()); + + std::vector ops{ + OpType::Equal, + OpType::NotEqual, + OpType::GreaterThan, + OpType::GreaterEqual, + OpType::LessThan, + OpType::LessEqual, + }; + for (const auto& testcase : testcases) { + auto check = [&](std::string_view value) { + return value == testcase.val; + }; + std::function f = check; + for (auto& op : ops) { + switch (op) { + case OpType::Equal: { + f = [&](std::string_view value) { + return value == testcase.val; + }; + break; + } + case OpType::NotEqual: { + f = [&](std::string_view value) { + return value != testcase.val; + }; + break; + } + case OpType::GreaterEqual: { + f = [&](std::string_view value) { + return value >= testcase.val; + }; + break; + } + case OpType::GreaterThan: { + f = [&](std::string_view value) { + return value > testcase.val; + }; + break; + } + case OpType::LessEqual: { + f = [&](std::string_view value) { + return value <= testcase.val; + }; + break; + } + case OpType::LessThan: { + f = [&](std::string_view value) { + return value < testcase.val; + }; + break; + } + default: { + PanicInfo(Unsupported, "unsupported range node"); + } + } + + auto pointer = milvus::Json::pointer(testcase.nested_path); + proto::plan::GenericValue value; + value.set_string_val(testcase.val); + auto expr = + std::make_shared( + milvus::expr::ColumnInfo( + json_fid, DataType::JSON, testcase.nested_path), + op, + value); + auto plan = std::make_shared( + DEFAULT_PLANNODE_ID, expr); + auto final = ExecuteQueryExpr( + plan, seg_promote, N * num_iters, MAX_TIMESTAMP); + EXPECT_EQ(final.size(), N * num_iters); + + // specify some offsets and do scalar filtering on these offsets + milvus::exec::OffsetVector offsets; + offsets.reserve(N * num_iters / 2); + for (auto i = 0; i < N * num_iters; ++i) { + if (i % 2 == 0) { + offsets.emplace_back(i); + } + } + auto col_vec = milvus::test::gen_filter_res(plan.get(), + seg_promote, + N * num_iters, + MAX_TIMESTAMP, + &offsets); + BitsetTypeView view(col_vec->GetRawData(), col_vec->size()); + EXPECT_EQ(view.size(), N * num_iters / 2); + + for (int i = 0; i < N * num_iters; ++i) { + auto ans = final[i]; + + auto val = + milvus::Json(simdjson::padded_string(json_col[i])) + .template at(pointer) + .value(); + auto ref = f(val); + ASSERT_EQ(ans, ref); + if (i % 2 == 0) { + ASSERT_EQ(view[int(i / 2)], ref); + } + } + } + } + } + struct TestArrayCase { proto::plan::GenericValue val; std::vector nested_path; @@ -1459,10 +1739,6 @@ TEST_P(ExprTest, TestUnaryRangeJsonNullable) { {20, {"int"}}, {30, {"int"}}, {40, {"int"}}, - {10, {"double"}}, - {20, {"double"}}, - {30, {"double"}}, - {40, {"double"}}, {1, {"array", "0"}}, {2, {"array", "1"}}, {3, {"array", "2"}}}; diff --git a/internal/core/unittest/test_json_key_index.cpp b/internal/core/unittest/test_json_key_index.cpp index c76730213a..e54bdba345 100644 --- a/internal/core/unittest/test_json_key_index.cpp +++ b/internal/core/unittest/test_json_key_index.cpp @@ -195,14 +195,13 @@ TEST_P(JsonKeyIndexTest, TestTermInFunc) { }; std::unordered_set term_set(testcase.term.begin(), testcase.term.end()); - auto filter_func = [&term_set, this](uint32_t row_id, + auto filter_func = [&term_set, this](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto val = this->data_[row_id].template at(offset, size); - if (val.error()) { - return false; - } - return term_set.find(int64_t(val.value())) != term_set.end(); + uint16_t size, + uint32_t value) { + return term_set.find(int64_t(value)) != term_set.end(); }; auto pointer = milvus::Json::pointer(testcase.nested_path); auto bitset = @@ -274,27 +273,25 @@ TEST_P(JsonKeyIndexTest, TestUnaryRangeInFunc) { } } - auto filter_func = [&op, &testcase, this](uint32_t row_id, + auto filter_func = [&op, &testcase, this](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto val = - this->data_[row_id].template at(offset, size); - if (val.error()) { - return false; - } + uint16_t size, + uint32_t value) { switch (op) { case OpType::GreaterThan: - return int64_t(val.value()) > testcase.val; + return int64_t(value) > testcase.val; case OpType::GreaterEqual: - return int64_t(val.value()) >= testcase.val; + return int64_t(value) >= testcase.val; case OpType::LessThan: - return int64_t(val.value()) < testcase.val; + return int64_t(value) < testcase.val; case OpType::LessEqual: - return int64_t(val.value()) <= testcase.val; + return int64_t(value) <= testcase.val; case OpType::Equal: - return int64_t(val.value()) == testcase.val; + return int64_t(value) == testcase.val; case OpType::NotEqual: - return int64_t(val.value()) != testcase.val; + return int64_t(value) != testcase.val; default: return false; } @@ -356,25 +353,49 @@ TEST_P(JsonKeyIndexTest, TestBinaryRangeInFunc) { } }; - auto filter_func = [&testcase, this](uint32_t row_id, + auto filter_func = [&testcase, this](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { - auto val = this->data_[row_id].template at(offset, size); - if (val.error()) { - return false; - } - if (testcase.lower_inclusive && testcase.upper_inclusive) { - return testcase.lower <= int64_t(val.value()) && - int64_t(val.value()) <= testcase.upper; - } else if (testcase.lower_inclusive && !testcase.upper_inclusive) { - return testcase.lower <= int64_t(val.value()) && - int64_t(val.value()) < testcase.upper; - } else if (!testcase.lower_inclusive && testcase.upper_inclusive) { - return testcase.lower < int64_t(val.value()) && - int64_t(val.value()) <= testcase.upper; + uint16_t size, + uint32_t value) { + if (valid) { + if (testcase.lower_inclusive && testcase.upper_inclusive) { + return testcase.lower <= int64_t(value) && + int64_t(value) <= testcase.upper; + } else if (testcase.lower_inclusive && + !testcase.upper_inclusive) { + return testcase.lower <= int64_t(value) && + int64_t(value) < testcase.upper; + } else if (!testcase.lower_inclusive && + testcase.upper_inclusive) { + return testcase.lower < int64_t(value) && + int64_t(value) <= testcase.upper; + } else { + return testcase.lower < int64_t(value) && + int64_t(value) < testcase.upper; + } } else { - return testcase.lower < int64_t(val.value()) && - int64_t(val.value()) < testcase.upper; + auto val = + this->data_[row_id].template at(offset, size); + if (val.error()) { + return false; + } + if (testcase.lower_inclusive && testcase.upper_inclusive) { + return testcase.lower <= int64_t(val.value()) && + int64_t(val.value()) <= testcase.upper; + } else if (testcase.lower_inclusive && + !testcase.upper_inclusive) { + return testcase.lower <= int64_t(val.value()) && + int64_t(val.value()) < testcase.upper; + } else if (!testcase.lower_inclusive && + testcase.upper_inclusive) { + return testcase.lower < int64_t(val.value()) && + int64_t(val.value()) <= testcase.upper; + } else { + return testcase.lower < int64_t(val.value()) && + int64_t(val.value()) < testcase.upper; + } } }; auto pointer = milvus::Json::pointer(testcase.nested_path); @@ -412,10 +433,14 @@ TEST_P(JsonKeyIndexTest, TestExistInFunc) { }; for (const auto& testcase : testcases) { auto pointer = milvus::Json::pointer(testcase.nested_path); - auto filter_func = - [&pointer, this](uint32_t row_id, uint16_t offset, uint16_t size) { - return this->data_[row_id].exist(pointer); - }; + auto filter_func = [&pointer, this](bool valid, + uint8_t type, + uint32_t row_id, + uint16_t offset, + uint16_t size, + uint32_t value) { + return this->data_[row_id].exist(pointer); + }; auto bitset = index_->FilterByPath(pointer, size_, false, true, filter_func); @@ -457,9 +482,12 @@ TEST_P(JsonKeyIndexTest, TestJsonContainsAllFunc) { for (auto const& element : testcase.term) { elements.insert(element); } - auto filter_func = [&elements, this](uint32_t row_id, + auto filter_func = [&elements, this](bool valid, + uint8_t type, + uint32_t row_id, uint16_t offset, - uint16_t size) { + uint16_t size, + uint32_t value) { auto array = this->data_[row_id].array_at(offset, size); std::unordered_set tmp_elements(elements); for (auto&& it : array) { @@ -519,13 +547,13 @@ TEST(GrowingJsonKeyIndexTest, GrowingIndex) { index->Commit(); index->Reload(); int64_t checkVal = 1; - auto filter_func = [jsons, checkVal]( - uint32_t row_id, uint16_t offset, uint16_t size) { - auto val = jsons[row_id].template at(offset, size); - if (val.error()) { - return false; - } - if (val.value() == checkVal) { + auto filter_func = [jsons, checkVal](bool valid, + uint8_t type, + uint32_t row_id, + uint16_t offset, + uint16_t size, + uint32_t value) { + if (value == checkVal) { return true; } return false; diff --git a/internal/datacoord/garbage_collector.go b/internal/datacoord/garbage_collector.go index f0cfcd90aa..c13e7a85fc 100644 --- a/internal/datacoord/garbage_collector.go +++ b/internal/datacoord/garbage_collector.go @@ -164,6 +164,7 @@ func (gc *garbageCollector) work(ctx context.Context) { gc.recycleUnusedSegIndexes(ctx) gc.recycleUnusedAnalyzeFiles(ctx) gc.recycleUnusedTextIndexFiles(ctx) + gc.recycleUnusedJSONIndexFiles(ctx) }) }() go func() { @@ -470,11 +471,16 @@ func (gc *garbageCollector) recycleDroppedSegments(ctx context.Context) { logs[key] = struct{}{} } + for key := range getJSONKeyLogs(segment, gc) { + logs[key] = struct{}{} + } + log.Info("GC segment start...", zap.Int("insert_logs", len(segment.GetBinlogs())), zap.Int("delta_logs", len(segment.GetDeltalogs())), zap.Int("stats_logs", len(segment.GetStatslogs())), zap.Int("bm25_logs", len(segment.GetBm25Statslogs())), - zap.Int("text_logs", len(segment.GetTextStatsLogs()))) + zap.Int("text_logs", len(segment.GetTextStatsLogs())), + zap.Int("json_key_logs", len(segment.GetJsonKeyStats()))) if err := gc.removeObjectFiles(ctx, logs); err != nil { log.Warn("GC segment remove logs failed", zap.Error(err)) continue @@ -585,6 +591,20 @@ func getTextLogs(sinfo *SegmentInfo) map[string]struct{} { return textLogs } +func getJSONKeyLogs(sinfo *SegmentInfo, gc *garbageCollector) map[string]struct{} { + jsonkeyLogs := make(map[string]struct{}) + for _, flog := range sinfo.GetJsonKeyStats() { + for _, file := range flog.GetFiles() { + prefix := fmt.Sprintf("%s/%s/%d/%d/%d/%d/%d/%d", gc.option.cli.RootPath(), common.JSONIndexPath, + flog.GetBuildID(), flog.GetVersion(), sinfo.GetCollectionID(), sinfo.GetPartitionID(), sinfo.GetID(), flog.GetFieldID()) + file = path.Join(prefix, file) + jsonkeyLogs[file] = struct{}{} + } + } + + return jsonkeyLogs +} + // removeObjectFiles remove file from oss storage, return error if any log failed to remove. func (gc *garbageCollector) removeObjectFiles(ctx context.Context, filePaths map[string]struct{}) error { futures := make([]*conc.Future[struct{}], 0) @@ -904,3 +924,64 @@ func (gc *garbageCollector) recycleUnusedTextIndexFiles(ctx context.Context) { metrics.GarbageCollectorRunCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Add(1) } + +// recycleUnusedJSONIndexFiles load meta file info and compares OSS keys +// if missing found, performs gc cleanup +func (gc *garbageCollector) recycleUnusedJSONIndexFiles(ctx context.Context) { + start := time.Now() + log := log.Ctx(ctx).With(zap.String("gcName", "recycleUnusedJSONIndexFiles"), zap.Time("startAt", start)) + log.Info("start recycleUnusedJSONIndexFiles...") + defer func() { log.Info("recycleUnusedJSONIndexFiles done", zap.Duration("timeCost", time.Since(start))) }() + + hasJSONIndexSegments := gc.meta.SelectSegments(ctx, SegmentFilterFunc(func(info *SegmentInfo) bool { + return len(info.GetJsonKeyStats()) != 0 + })) + fileNum := 0 + deletedFilesNum := atomic.NewInt32(0) + + for _, seg := range hasJSONIndexSegments { + for _, fieldStats := range seg.GetJsonKeyStats() { + log := log.With(zap.Int64("segmentID", seg.GetID()), zap.Int64("fieldID", fieldStats.GetFieldID())) + // clear low version task + for i := int64(1); i < fieldStats.GetVersion(); i++ { + prefix := fmt.Sprintf("%s/%s/%d/%d/%d/%d/%d/%d", gc.option.cli.RootPath(), common.JSONIndexPath, + fieldStats.GetBuildID(), i, seg.GetCollectionID(), seg.GetPartitionID(), seg.GetID(), fieldStats.GetFieldID()) + futures := make([]*conc.Future[struct{}], 0) + + err := gc.option.cli.WalkWithPrefix(ctx, prefix, true, func(files *storage.ChunkObjectInfo) bool { + file := files.FilePath + + future := gc.option.removeObjectPool.Submit(func() (struct{}, error) { + log := log.With(zap.String("file", file)) + log.Info("garbageCollector recycleUnusedJSONIndexFiles remove file...") + + if err := gc.option.cli.Remove(ctx, file); err != nil { + log.Warn("garbageCollector recycleUnusedJSONIndexFiles remove file failed", zap.Error(err)) + return struct{}{}, err + } + deletedFilesNum.Inc() + log.Info("garbageCollector recycleUnusedJSONIndexFiles remove file success") + return struct{}{}, nil + }) + futures = append(futures, future) + return true + }) + + // Wait for all remove tasks done. + if err := conc.BlockOnAll(futures...); err != nil { + // error is logged, and can be ignored here. + log.Warn("some task failure in remove object pool", zap.Error(err)) + } + + log = log.With(zap.Int("deleteJSONKeyIndexNum", int(deletedFilesNum.Load())), zap.Int("walkFileNum", fileNum)) + if err != nil { + log.Warn("json index files recycle failed when walk with prefix", zap.Error(err)) + return + } + } + } + } + log.Info("json index files recycle done") + + metrics.GarbageCollectorRunCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Add(1) +} diff --git a/internal/datacoord/job_manager.go b/internal/datacoord/job_manager.go index 097e4d3f7b..5b3d6a32c6 100644 --- a/internal/datacoord/job_manager.go +++ b/internal/datacoord/job_manager.go @@ -73,6 +73,9 @@ func (jm *statsJobManager) triggerStatsTaskLoop() { ticker := time.NewTicker(Params.DataCoordCfg.TaskCheckInterval.GetAsDuration(time.Second)) defer ticker.Stop() + + lastJSONStatsLastTrigger := time.Now().Unix() + maxJSONStatsTaskCount := 0 for { select { case <-jm.ctx.Done(): @@ -82,7 +85,7 @@ func (jm *statsJobManager) triggerStatsTaskLoop() { jm.triggerSortStatsTask() jm.triggerTextStatsTask() jm.triggerBM25StatsTask() - jm.triggerJsonKeyIndexStatsTask() + lastJSONStatsLastTrigger, maxJSONStatsTaskCount = jm.triggerJsonKeyIndexStatsTask(lastJSONStatsLastTrigger, maxJSONStatsTaskCount) case segID := <-getStatsTaskChSingleton(): log.Info("receive new segment to trigger stats task", zap.Int64("segmentID", segID)) @@ -194,7 +197,7 @@ func (jm *statsJobManager) triggerTextStatsTask() { } } -func (jm *statsJobManager) triggerJsonKeyIndexStatsTask() { +func (jm *statsJobManager) triggerJsonKeyIndexStatsTask(lastJSONStatsLastTrigger int64, maxJSONStatsTaskCount int) (int64, int) { collections := jm.mt.GetCollections() for _, collection := range collections { needTriggerFieldIDs := make([]UniqueID, 0) @@ -207,14 +210,23 @@ func (jm *statsJobManager) triggerJsonKeyIndexStatsTask() { segments := jm.mt.SelectSegments(jm.ctx, WithCollection(collection.ID), SegmentFilterFunc(func(seg *SegmentInfo) bool { return seg.GetIsSorted() && needDoJsonKeyIndex(seg, needTriggerFieldIDs) })) + if time.Now().Unix()-lastJSONStatsLastTrigger > int64(Params.DataCoordCfg.JSONStatsTriggerInterval.GetAsDuration(time.Minute).Seconds()) { + lastJSONStatsLastTrigger = time.Now().Unix() + maxJSONStatsTaskCount = 0 + } for _, segment := range segments { + if maxJSONStatsTaskCount >= Params.DataCoordCfg.JSONStatsTriggerCount.GetAsInt() { + break + } if err := jm.SubmitStatsTask(segment.GetID(), segment.GetID(), indexpb.StatsSubJob_JsonKeyIndexJob, true); err != nil { log.Warn("create stats task with json key index for segment failed, wait for retry:", zap.Int64("segmentID", segment.GetID()), zap.Error(err)) continue } + maxJSONStatsTaskCount++ } } + return lastJSONStatsLastTrigger, maxJSONStatsTaskCount } func (jm *statsJobManager) triggerBM25StatsTask() { diff --git a/internal/datacoord/task_stats.go b/internal/datacoord/task_stats.go index a0c9257aa9..55b8b2a301 100644 --- a/internal/datacoord/task_stats.go +++ b/internal/datacoord/task_stats.go @@ -238,8 +238,11 @@ func (st *statsTask) PreCheck(ctx context.Context, dependency *taskScheduler) bo CollectionTtl: collTtl.Nanoseconds(), CurrentTs: tsoutil.GetCurrentTime(), // update version after check - TaskVersion: statsMeta.GetVersion() + 1, - BinlogMaxSize: Params.DataNodeCfg.BinLogMaxSize.GetAsUint64(), + TaskVersion: statsMeta.GetVersion() + 1, + BinlogMaxSize: Params.DataNodeCfg.BinLogMaxSize.GetAsUint64(), + EnableJsonKeyStats: Params.CommonCfg.EnabledJSONKeyStats.GetAsBool(), + JsonKeyStatsTantivyMemory: Params.DataCoordCfg.JSONKeyStatsMemoryBudgetInTantivy.GetAsInt64(), + JsonKeyStatsDataFormat: 0, } log.Info("stats task pre check successfully", zap.String("subJobType", st.subJobType.String()), diff --git a/internal/indexnode/indexnode.go b/internal/indexnode/indexnode.go index 73b4dec619..33696c516e 100644 --- a/internal/indexnode/indexnode.go +++ b/internal/indexnode/indexnode.go @@ -198,15 +198,6 @@ func (i *IndexNode) initSegcore() { cGpuMemoryPoolInitSize := C.uint32_t(paramtable.Get().GpuConfig.InitSize.GetAsUint32()) cGpuMemoryPoolMaxSize := C.uint32_t(paramtable.Get().GpuConfig.MaxSize.GetAsUint32()) C.SegcoreSetKnowhereGpuMemoryPoolSize(cGpuMemoryPoolInitSize, cGpuMemoryPoolMaxSize) - - cJSONIndexMemoryBudgetInTantivy := C.int64_t(paramtable.Get().QueryNodeCfg.JSONIndexMemoryBudgetInTantivy.GetAsInt64() * 1024 * 1024) - C.InitDefaultJSONKeyIndexMemoryBudget(cJSONIndexMemoryBudgetInTantivy) - - cJSONIndexCommitInterval := C.int64_t(paramtable.Get().QueryNodeCfg.JSONIndexCommitInterval.GetAsInt64()) - C.InitDefaultJSONKeyIndexCommitInterval(cJSONIndexCommitInterval) - - cJSONIndexEnabled := C.bool(Params.CommonCfg.EnabledJSONKeyStats.GetAsBool()) - C.InitDefaultJSONKeyIndexEnable(cJSONIndexEnabled) } func (i *IndexNode) CloseSegcore() { diff --git a/internal/indexnode/indexnode_test.go b/internal/indexnode/indexnode_test.go index 95033d758b..90a98d98cc 100644 --- a/internal/indexnode/indexnode_test.go +++ b/internal/indexnode/indexnode_test.go @@ -633,22 +633,23 @@ func (s *IndexNodeSuite) Test_CreateStatsTask() { s.Run("normal case", func() { taskID := int64(100) req := &workerpb.CreateStatsRequest{ - ClusterID: "cluster2", - TaskID: taskID, - CollectionID: s.collID, - PartitionID: s.partID, - InsertChannel: "ch1", - SegmentID: s.segID, - InsertLogs: fieldBinlogs, - DeltaLogs: nil, - StorageConfig: s.storageConfig, - Schema: generateTestSchema(), - TargetSegmentID: s.segID + 1, - StartLogID: s.logID + 100, - EndLogID: s.logID + 200, - NumRows: s.numRows, - BinlogMaxSize: 131000, - SubJobType: indexpb.StatsSubJob_Sort, + ClusterID: "cluster2", + TaskID: taskID, + CollectionID: s.collID, + PartitionID: s.partID, + InsertChannel: "ch1", + SegmentID: s.segID, + InsertLogs: fieldBinlogs, + DeltaLogs: nil, + StorageConfig: s.storageConfig, + Schema: generateTestSchema(), + TargetSegmentID: s.segID + 1, + StartLogID: s.logID + 100, + EndLogID: s.logID + 200, + NumRows: s.numRows, + BinlogMaxSize: 131000, + SubJobType: indexpb.StatsSubJob_Sort, + EnableJsonKeyStats: false, } status, err := s.in.CreateJobV2(ctx, &workerpb.CreateJobV2Request{ diff --git a/internal/indexnode/task_stats.go b/internal/indexnode/task_stats.go index bb563d6567..313bb8f941 100644 --- a/internal/indexnode/task_stats.go +++ b/internal/indexnode/task_stats.go @@ -351,7 +351,12 @@ func (st *statsTask) Execute(ctx context.Context) error { log.Ctx(ctx).Warn("stats wrong, failed to create text index", zap.Error(err)) return err } - } else if st.req.GetSubJobType() == indexpb.StatsSubJob_JsonKeyIndexJob { + } + if st.req.GetSubJobType() == indexpb.StatsSubJob_Sort || st.req.GetSubJobType() == indexpb.StatsSubJob_JsonKeyIndexJob { + if !st.req.GetEnableJsonKeyStats() { + return nil + } + err = st.createJSONKeyIndex(ctx, st.req.GetStorageConfig(), st.req.GetCollectionID(), @@ -359,6 +364,8 @@ func (st *statsTask) Execute(ctx context.Context) error { st.req.GetTargetSegmentID(), st.req.GetTaskVersion(), st.req.GetTaskID(), + st.req.GetJsonKeyStatsTantivyMemory(), + st.req.GetJsonKeyStatsDataFormat(), insertLogs) if err != nil { log.Warn("stats wrong, failed to create json index", zap.Error(err)) @@ -755,6 +762,8 @@ func (st *statsTask) createJSONKeyIndex(ctx context.Context, segmentID int64, version int64, taskID int64, + tantivyMemory int64, + jsonKeyStatsDataFormat int64, insertBinlogs []*datapb.FieldBinlog, ) error { log := log.Ctx(ctx).With( @@ -802,14 +811,16 @@ func (st *statsTask) createJSONKeyIndex(ctx context.Context, } buildIndexParams := &indexcgopb.BuildIndexInfo{ - BuildID: taskID, - CollectionID: collectionID, - PartitionID: partitionID, - SegmentID: segmentID, - IndexVersion: version, - InsertFiles: files, - FieldSchema: field, - StorageConfig: newStorageConfig, + BuildID: taskID, + CollectionID: collectionID, + PartitionID: partitionID, + SegmentID: segmentID, + IndexVersion: version, + InsertFiles: files, + FieldSchema: field, + StorageConfig: newStorageConfig, + JsonKeyStatsTantivyMemory: tantivyMemory, + JsonKeyStatsDataFormat: jsonKeyStatsDataFormat, } uploaded, err := indexcgowrapper.CreateJSONKeyIndex(ctx, buildIndexParams) @@ -817,10 +828,11 @@ func (st *statsTask) createJSONKeyIndex(ctx context.Context, return err } jsonKeyIndexStats[field.GetFieldID()] = &datapb.JsonKeyStats{ - FieldID: field.GetFieldID(), - Version: version, - BuildID: taskID, - Files: lo.Keys(uploaded), + FieldID: field.GetFieldID(), + Version: version, + BuildID: taskID, + Files: lo.Keys(uploaded), + JsonKeyStatsDataFormat: jsonKeyStatsDataFormat, } log.Info("field enable json key index, create json key index done", zap.Int64("field id", field.GetFieldID()), diff --git a/internal/querycoordv2/checkers/index_checker.go b/internal/querycoordv2/checkers/index_checker.go index 010ed2de17..09023ac5c6 100644 --- a/internal/querycoordv2/checkers/index_checker.go +++ b/internal/querycoordv2/checkers/index_checker.go @@ -23,6 +23,7 @@ import ( "github.com/samber/lo" "go.uber.org/zap" + "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/internal/querycoordv2/meta" "github.com/milvus-io/milvus/internal/querycoordv2/params" "github.com/milvus-io/milvus/internal/querycoordv2/session" @@ -32,6 +33,7 @@ import ( "github.com/milvus-io/milvus/pkg/v2/proto/datapb" "github.com/milvus-io/milvus/pkg/v2/proto/indexpb" "github.com/milvus-io/milvus/pkg/v2/proto/querypb" + "github.com/milvus-io/milvus/pkg/v2/util/paramtable" "github.com/milvus-io/milvus/pkg/v2/util/typeutil" ) @@ -90,20 +92,25 @@ func (c *IndexChecker) Check(ctx context.Context) []task.Task { } collection := c.meta.CollectionManager.GetCollection(ctx, collectionID) + schema := c.meta.CollectionManager.GetCollectionSchema(ctx, collectionID) if collection == nil { log.Warn("collection released during check index", zap.Int64("collection", collectionID)) continue } + if schema == nil { + log.Warn("schema released during check index", zap.Int64("collection", collectionID)) + continue + } replicas := c.meta.ReplicaManager.GetByCollection(ctx, collectionID) for _, replica := range replicas { - tasks = append(tasks, c.checkReplica(ctx, collection, replica, indexInfos)...) + tasks = append(tasks, c.checkReplica(ctx, collection, replica, indexInfos, schema)...) } } return tasks } -func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collection, replica *meta.Replica, indexInfos []*indexpb.IndexInfo) []task.Task { +func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collection, replica *meta.Replica, indexInfos []*indexpb.IndexInfo, schema *schemapb.CollectionSchema) []task.Task { log := log.Ctx(ctx).With( zap.Int64("collectionID", collection.GetCollectionID()), ) @@ -114,6 +121,9 @@ func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collec roNodeSet := typeutil.NewUniqueSet(replica.GetRONodes()...) targets := make(map[int64][]int64) // segmentID => FieldID + + idSegmentsStats := make(map[int64]*meta.Segment) + targetsStats := make(map[int64][]int64) // segmentID => FieldID for _, segment := range segments { // skip update index in read only node if roNodeSet.Contain(segment.Node) { @@ -127,9 +137,13 @@ func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collec } missing := c.checkSegment(segment, indexInfos) + missingStats := c.checkSegmentStats(segment, schema, collection.LoadFields) if len(missing) > 0 { targets[segment.GetID()] = missing idSegments[segment.GetID()] = segment + } else if len(missingStats) > 0 { + targetsStats[segment.GetID()] = missingStats + idSegmentsStats[segment.GetID()] = segment } } @@ -157,6 +171,29 @@ func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collec return c.createSegmentUpdateTask(ctx, idSegments[segmentID], replica) }) + segmentsStatsToUpdate := typeutil.NewSet[int64]() + for _, segmentIDs := range lo.Chunk(lo.Keys(idSegmentsStats), MaxSegmentNumPerGetIndexInfoRPC) { + segmentInfos, err := c.broker.GetSegmentInfo(ctx, segmentIDs...) + if err != nil { + log.Warn("failed to get SegmentInfo for segments", zap.Int64s("segmentIDs", segmentIDs), zap.Error(err)) + continue + } + for _, segmentInfo := range segmentInfos { + fields := targetsStats[segmentInfo.ID] + missingFields := typeutil.NewSet(fields...) + for field := range segmentInfo.GetJsonKeyStats() { + if missingFields.Contain(field) { + segmentsStatsToUpdate.Insert(segmentInfo.ID) + } + } + } + } + + tasksStats := lo.FilterMap(segmentsStatsToUpdate.Collect(), func(segmentID int64, _ int) (task.Task, bool) { + return c.createSegmentStatsUpdateTask(ctx, idSegmentsStats[segmentID], replica) + }) + tasks = append(tasks, tasksStats...) + return tasks } @@ -200,3 +237,54 @@ func (c *IndexChecker) createSegmentUpdateTask(ctx context.Context, segment *met t.SetReason("missing index") return t, true } + +func (c *IndexChecker) checkSegmentStats(segment *meta.Segment, schema *schemapb.CollectionSchema, loadField []int64) (missFieldIDs []int64) { + var result []int64 + + if paramtable.Get().CommonCfg.EnabledJSONKeyStats.GetAsBool() { + loadFieldMap := make(map[int64]struct{}) + for _, v := range loadField { + loadFieldMap[v] = struct{}{} + } + jsonStatsFieldMap := make(map[int64]struct{}) + for _, v := range segment.JSONIndexField { + jsonStatsFieldMap[v] = struct{}{} + } + for _, field := range schema.GetFields() { + // Check if the field exists in both loadFieldMap and jsonStatsFieldMap + h := typeutil.CreateFieldSchemaHelper(field) + if h.EnableJSONKeyIndex() { + if _, ok := loadFieldMap[field.FieldID]; ok { + if _, ok := jsonStatsFieldMap[field.FieldID]; !ok { + result = append(result, field.FieldID) + } + } + } + } + } + return result +} + +func (c *IndexChecker) createSegmentStatsUpdateTask(ctx context.Context, segment *meta.Segment, replica *meta.Replica) (task.Task, bool) { + action := task.NewSegmentActionWithScope(segment.Node, task.ActionTypeStatsUpdate, segment.GetInsertChannel(), segment.GetID(), querypb.DataScope_Historical, int(segment.GetNumOfRows())) + t, err := task.NewSegmentTask( + ctx, + params.Params.QueryCoordCfg.SegmentTaskTimeout.GetAsDuration(time.Millisecond), + c.ID(), + segment.GetCollectionID(), + replica, + action, + ) + if err != nil { + log.Warn("create segment stats update task failed", + zap.Int64("collection", segment.GetCollectionID()), + zap.String("channel", segment.GetInsertChannel()), + zap.Int64("node", segment.Node), + zap.Error(err), + ) + return nil, false + } + t.SetPriority(task.TaskPriorityLow) + t.SetReason("missing json stats") + return t, true +} diff --git a/internal/querycoordv2/checkers/index_checker_test.go b/internal/querycoordv2/checkers/index_checker_test.go index 2414f08ff0..e3d13aa0cc 100644 --- a/internal/querycoordv2/checkers/index_checker_test.go +++ b/internal/querycoordv2/checkers/index_checker_test.go @@ -24,6 +24,7 @@ import ( "github.com/stretchr/testify/mock" "github.com/stretchr/testify/suite" + "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" etcdkv "github.com/milvus-io/milvus/internal/kv/etcd" "github.com/milvus-io/milvus/internal/metastore/kv/querycoord" "github.com/milvus-io/milvus/internal/querycoordv2/meta" @@ -97,6 +98,12 @@ func (suite *IndexCheckerSuite) TestLoadIndex() { // meta coll := utils.CreateTestCollection(1, 1) coll.FieldIndexID = map[int64]int64{101: 1000} + coll.Schema = &schemapb.CollectionSchema{ + Name: "test_loadJsonIndex", + Fields: []*schemapb.FieldSchema{ + {FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"}, + }, + } checker.meta.CollectionManager.PutCollection(ctx, coll) checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2})) suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ @@ -133,6 +140,8 @@ func (suite *IndexCheckerSuite) TestLoadIndex() { }, }, nil) + suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything). + Return([]*datapb.SegmentInfo{}, nil).Maybe() tasks := checker.Check(context.Background()) suite.Require().Len(tasks, 1) @@ -162,6 +171,12 @@ func (suite *IndexCheckerSuite) TestIndexInfoNotMatch() { // meta coll := utils.CreateTestCollection(1, 1) coll.FieldIndexID = map[int64]int64{101: 1000} + coll.Schema = &schemapb.CollectionSchema{ + Name: "test_loadJsonIndex", + Fields: []*schemapb.FieldSchema{ + {FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"}, + }, + } checker.meta.CollectionManager.PutCollection(ctx, coll) checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2})) suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ @@ -211,7 +226,8 @@ func (suite *IndexCheckerSuite) TestIndexInfoNotMatch() { IndexID: 1000, }, }, nil) - + suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything). + Return([]*datapb.SegmentInfo{}, nil).Maybe() tasks := checker.Check(context.Background()) suite.Require().Len(tasks, 0) } @@ -223,6 +239,12 @@ func (suite *IndexCheckerSuite) TestGetIndexInfoFailed() { // meta coll := utils.CreateTestCollection(1, 1) coll.FieldIndexID = map[int64]int64{101: 1000} + coll.Schema = &schemapb.CollectionSchema{ + Name: "test_loadJsonIndex", + Fields: []*schemapb.FieldSchema{ + {FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"}, + }, + } checker.meta.CollectionManager.PutCollection(ctx, coll) checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2})) suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ @@ -251,7 +273,8 @@ func (suite *IndexCheckerSuite) TestGetIndexInfoFailed() { IndexID: 1000, }, }, nil) - + suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything). + Return([]*datapb.SegmentInfo{}, nil).Maybe() tasks := checker.Check(context.Background()) suite.Require().Len(tasks, 0) } @@ -263,6 +286,12 @@ func (suite *IndexCheckerSuite) TestCreateNewIndex() { // meta coll := utils.CreateTestCollection(1, 1) coll.FieldIndexID = map[int64]int64{101: 1000} + coll.Schema = &schemapb.CollectionSchema{ + Name: "test_loadJsonIndex", + Fields: []*schemapb.FieldSchema{ + {FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"}, + }, + } checker.meta.CollectionManager.PutCollection(ctx, coll) checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2})) suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ @@ -317,13 +346,234 @@ func (suite *IndexCheckerSuite) TestCreateNewIndex() { IndexFilePaths: []string{"index"}, }, }}, nil) - + suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything). + Return([]*datapb.SegmentInfo{}, nil).Maybe() tasks := checker.Check(context.Background()) suite.Len(tasks, 1) suite.Len(tasks[0].Actions(), 1) suite.Equal(tasks[0].Actions()[0].(*task.SegmentAction).Type(), task.ActionTypeUpdate) } +func (suite *IndexCheckerSuite) TestLoadJsonIndex() { + checker := suite.checker + ctx := context.Background() + paramtable.Get().Save(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key, "true") + defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key) + // meta + coll := utils.CreateTestCollection(1, 1) + coll.FieldIndexID = map[int64]int64{101: 1000} + coll.Schema = &schemapb.CollectionSchema{ + Name: "test_loadJsonIndex", + Fields: []*schemapb.FieldSchema{ + {FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"}, + }, + } + coll.LoadFields = []int64{101} + checker.meta.CollectionManager.PutCollection(ctx, coll) + checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2})) + suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ + NodeID: 1, + Address: "localhost", + Hostname: "localhost", + })) + suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ + NodeID: 2, + Address: "localhost", + Hostname: "localhost", + })) + checker.meta.ResourceManager.HandleNodeUp(ctx, 1) + checker.meta.ResourceManager.HandleNodeUp(ctx, 2) + + // dist + fieldIndexInfo := &querypb.FieldIndexInfo{ + FieldID: 101, + IndexID: 1000, + EnableIndex: true, + } + + indexInfo := make(map[int64]*querypb.FieldIndexInfo) + indexInfo[fieldIndexInfo.IndexID] = fieldIndexInfo + segment := utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel") + segment.IndexInfo = indexInfo + checker.dist.SegmentDistManager.Update(1, segment) + + // broker + suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return( + func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) { + return []*indexpb.IndexInfo{ + { + FieldID: 101, + IndexID: 1000, + }, + }, nil + }, + ) + mockJSONKeyStats := map[int64]*datapb.JsonKeyStats{ + 101: { + FieldID: 101, + }, + } + suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything). + Return([]*datapb.SegmentInfo{ + { + ID: 2, + JsonKeyStats: mockJSONKeyStats, + }, + }, nil).Maybe() + tasks := checker.Check(context.Background()) + suite.Require().Len(tasks, 1) + + t := tasks[0] + suite.Require().Len(t.Actions(), 1) + + action, ok := t.Actions()[0].(*task.SegmentAction) + suite.Require().True(ok) + suite.EqualValues(200, t.ReplicaID()) + suite.Equal(task.ActionTypeStatsUpdate, action.Type()) + suite.EqualValues(2, action.GetSegmentID()) + + // test skip load json index for read only node + suite.nodeMgr.Stopping(1) + suite.nodeMgr.Stopping(2) + suite.meta.ResourceManager.HandleNodeStopping(ctx, 1) + suite.meta.ResourceManager.HandleNodeStopping(ctx, 2) + utils.RecoverAllCollection(suite.meta) + tasks = checker.Check(context.Background()) + suite.Require().Len(tasks, 0) +} + +func (suite *IndexCheckerSuite) TestJsonIndexNotMatch() { + checker := suite.checker + ctx := context.Background() + paramtable.Get().Save(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key, "true") + defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key) + // meta + coll := utils.CreateTestCollection(1, 1) + coll.FieldIndexID = map[int64]int64{101: 1000} + coll.Schema = &schemapb.CollectionSchema{ + Name: "test_loadJsonIndex", + Fields: []*schemapb.FieldSchema{ + {FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"}, + }, + } + checker.meta.CollectionManager.PutCollection(ctx, coll) + checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2})) + suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ + NodeID: 1, + Address: "localhost", + Hostname: "localhost", + })) + suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ + NodeID: 2, + Address: "localhost", + Hostname: "localhost", + })) + checker.meta.ResourceManager.HandleNodeUp(ctx, 1) + checker.meta.ResourceManager.HandleNodeUp(ctx, 2) + + // dist + checker.dist.SegmentDistManager.Update(1, utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel")) + + // broker + suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return( + func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) { + return []*indexpb.IndexInfo{ + { + FieldID: 101, + IndexID: 1000, + }, + }, nil + }, + ) + suite.broker.EXPECT().GetIndexInfo(mock.Anything, mock.Anything, mock.AnythingOfType("int64")). + Return(map[int64][]*querypb.FieldIndexInfo{2: { + { + FieldID: 101, + IndexID: 1000, + EnableIndex: false, + IndexFilePaths: []string{"index"}, + }, + }}, nil) + suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything). + Return([]*datapb.SegmentInfo{ + {}, + }, nil).Maybe() + tasks := checker.Check(context.Background()) + suite.Require().Len(tasks, 0) +} + +func (suite *IndexCheckerSuite) TestCreateNewJsonIndex() { + checker := suite.checker + ctx := context.Background() + paramtable.Get().Save(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key, "true") + defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key) + // meta + coll := utils.CreateTestCollection(1, 1) + coll.FieldIndexID = map[int64]int64{101: 1000} + coll.LoadFields = []int64{101} + coll.Schema = &schemapb.CollectionSchema{ + Name: "test_loadJsonIndex", + Fields: []*schemapb.FieldSchema{ + {FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"}, + }, + } + checker.meta.CollectionManager.PutCollection(ctx, coll) + checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2})) + suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ + NodeID: 1, + Address: "localhost", + Hostname: "localhost", + })) + suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{ + NodeID: 2, + Address: "localhost", + Hostname: "localhost", + })) + checker.meta.ResourceManager.HandleNodeUp(ctx, 1) + checker.meta.ResourceManager.HandleNodeUp(ctx, 2) + + // dist + fieldIndexInfo := &querypb.FieldIndexInfo{ + FieldID: 101, + IndexID: 1000, + EnableIndex: true, + } + + indexInfo := make(map[int64]*querypb.FieldIndexInfo) + indexInfo[fieldIndexInfo.IndexID] = fieldIndexInfo + segment := utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel") + segment.IndexInfo = indexInfo + checker.dist.SegmentDistManager.Update(1, segment) + + // broker + suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return( + func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) { + return []*indexpb.IndexInfo{ + { + FieldID: 101, + IndexID: 1000, + }, + }, nil + }, + ) + mockJSONKeyStats := map[int64]*datapb.JsonKeyStats{ + 101: { + FieldID: 101, + }, + } + suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything). + Return([]*datapb.SegmentInfo{ + { + ID: 2, + JsonKeyStats: mockJSONKeyStats, + }, + }, nil).Maybe() + tasks := checker.Check(context.Background()) + suite.Len(tasks, 1) + suite.Len(tasks[0].Actions(), 1) + suite.Equal(tasks[0].Actions()[0].(*task.SegmentAction).Type(), task.ActionTypeStatsUpdate) +} + func TestIndexChecker(t *testing.T) { suite.Run(t, new(IndexCheckerSuite)) } diff --git a/internal/querycoordv2/job/job_load.go b/internal/querycoordv2/job/job_load.go index 1e7fe56236..341e355965 100644 --- a/internal/querycoordv2/job/job_load.go +++ b/internal/querycoordv2/job/job_load.go @@ -218,6 +218,7 @@ func (job *LoadCollectionJob) Execute() error { }, CreatedAt: time.Now(), LoadSpan: sp, + Schema: collectionInfo.GetSchema(), } job.undo.IsNewCollection = true err = job.meta.CollectionManager.PutCollection(job.ctx, collection, partitions...) @@ -420,6 +421,7 @@ func (job *LoadPartitionJob) Execute() error { }, CreatedAt: time.Now(), LoadSpan: sp, + Schema: collectionInfo.GetSchema(), } err = job.meta.CollectionManager.PutCollection(job.ctx, collection, partitions...) if err != nil { diff --git a/internal/querycoordv2/meta/collection_manager.go b/internal/querycoordv2/meta/collection_manager.go index c130fa78f9..0d8e5600ed 100644 --- a/internal/querycoordv2/meta/collection_manager.go +++ b/internal/querycoordv2/meta/collection_manager.go @@ -50,6 +50,7 @@ type Collection struct { mut sync.RWMutex refreshNotifier chan struct{} LoadSpan trace.Span + Schema *schemapb.CollectionSchema } func (collection *Collection) SetRefreshNotifier(notifier chan struct{}) { @@ -85,6 +86,7 @@ func (collection *Collection) Clone() *Collection { UpdatedAt: collection.UpdatedAt, refreshNotifier: collection.refreshNotifier, LoadSpan: collection.LoadSpan, + Schema: collection.Schema, } } @@ -238,6 +240,7 @@ func (m *CollectionManager) upgradeLoadFields(ctx context.Context, collection *q err = m.putCollection(ctx, true, &Collection{ CollectionLoadInfo: collection, LoadPercentage: 100, + Schema: resp.GetSchema(), }) if err != nil { return err @@ -253,6 +256,16 @@ func (m *CollectionManager) GetCollection(ctx context.Context, collectionID type return m.collections[collectionID] } +func (m *CollectionManager) GetCollectionSchema(ctx context.Context, collectionID typeutil.UniqueID) *schemapb.CollectionSchema { + m.rwmutex.RLock() + defer m.rwmutex.RUnlock() + collection, ok := m.collections[collectionID] + if !ok { + return nil + } + return collection.Schema +} + func (m *CollectionManager) GetPartition(ctx context.Context, partitionID typeutil.UniqueID) *Partition { m.rwmutex.RLock() defer m.rwmutex.RUnlock() diff --git a/internal/querycoordv2/task/action.go b/internal/querycoordv2/task/action.go index 2bc4d73cf3..5e755619d5 100644 --- a/internal/querycoordv2/task/action.go +++ b/internal/querycoordv2/task/action.go @@ -33,12 +33,14 @@ const ( ActionTypeGrow ActionType = iota + 1 ActionTypeReduce ActionTypeUpdate + ActionTypeStatsUpdate ) var ActionTypeName = map[ActionType]string{ - ActionTypeGrow: "Grow", - ActionTypeReduce: "Reduce", - ActionTypeUpdate: "Update", + ActionTypeGrow: "Grow", + ActionTypeReduce: "Reduce", + ActionTypeUpdate: "Update", + ActionTypeStatsUpdate: "StatsUpdate", } func (t ActionType) String() string { diff --git a/internal/querycoordv2/task/executor.go b/internal/querycoordv2/task/executor.go index b70437019d..faca7776fb 100644 --- a/internal/querycoordv2/task/executor.go +++ b/internal/querycoordv2/task/executor.go @@ -156,7 +156,7 @@ func (ex *Executor) removeTask(task Task, step int) { func (ex *Executor) executeSegmentAction(task *SegmentTask, step int) { switch task.Actions()[step].Type() { - case ActionTypeGrow, ActionTypeUpdate: + case ActionTypeGrow, ActionTypeUpdate, ActionTypeStatsUpdate: ex.loadSegment(task, step) case ActionTypeReduce: @@ -469,6 +469,9 @@ func (ex *Executor) executeLeaderAction(task *LeaderTask, step int) { case ActionTypeUpdate: ex.updatePartStatsVersions(task, step) + + case ActionTypeStatsUpdate: + ex.updatePartStatsVersions(task, step) } } diff --git a/internal/querycoordv2/task/utils.go b/internal/querycoordv2/task/utils.go index e072b0b95c..815a450b65 100644 --- a/internal/querycoordv2/task/utils.go +++ b/internal/querycoordv2/task/utils.go @@ -95,6 +95,8 @@ func GetTaskType(task Task) Type { return TaskTypeReduce case task.Actions()[0].Type() == ActionTypeUpdate: return TaskTypeUpdate + case task.Actions()[0].Type() == ActionTypeStatsUpdate: + return TaskTypeStatsUpdate } return 0 } @@ -132,6 +134,10 @@ func packLoadSegmentRequest( loadScope = querypb.LoadScope_Index } + if action.Type() == ActionTypeStatsUpdate { + loadScope = querypb.LoadScope_Stats + } + if task.Source() == utils.LeaderChecker { loadScope = querypb.LoadScope_Delta } diff --git a/internal/querynodev2/handlers.go b/internal/querynodev2/handlers.go index b41c117ffe..5561c7f29d 100644 --- a/internal/querynodev2/handlers.go +++ b/internal/querynodev2/handlers.go @@ -186,6 +186,45 @@ func (node *QueryNode) loadIndex(ctx context.Context, req *querypb.LoadSegmentsR return status } +func (node *QueryNode) loadStats(ctx context.Context, req *querypb.LoadSegmentsRequest) *commonpb.Status { + log := log.Ctx(ctx).With( + zap.Int64("collectionID", req.GetCollectionID()), + zap.Int64s("segmentIDs", lo.Map(req.GetInfos(), func(info *querypb.SegmentLoadInfo, _ int) int64 { return info.GetSegmentID() })), + ) + + status := merr.Success() + log.Info("start to load stats") + + for _, info := range req.GetInfos() { + log := log.With(zap.Int64("segmentID", info.GetSegmentID())) + segment := node.manager.Segment.GetSealed(info.GetSegmentID()) + if segment == nil { + log.Warn("segment not found for load stats operation") + continue + } + localSegment, ok := segment.(*segments.LocalSegment) + if !ok { + log.Warn("segment not local for load stats opeartion") + continue + } + + if localSegment.IsLazyLoad() { + localSegment.SetLoadInfo(info) + localSegment.SetNeedUpdatedVersion(req.GetVersion()) + node.manager.DiskCache.MarkItemNeedReload(ctx, localSegment.ID()) + return nil + } + err := node.loader.LoadJSONIndex(ctx, localSegment, info) + if err != nil { + log.Warn("failed to load stats", zap.Error(err)) + status = merr.Status(err) + break + } + } + + return status +} + func (node *QueryNode) queryChannel(ctx context.Context, req *querypb.QueryRequest, channel string) (*internalpb.RetrieveResults, error) { msgID := req.Req.Base.GetMsgID() traceID := trace.SpanFromContext(ctx).SpanContext().TraceID() diff --git a/internal/querynodev2/segments/segment.go b/internal/querynodev2/segments/segment.go index 669b9dc423..f643fa3e71 100644 --- a/internal/querynodev2/segments/segment.go +++ b/internal/querynodev2/segments/segment.go @@ -1174,13 +1174,14 @@ func (s *LocalSegment) LoadJSONKeyIndex(ctx context.Context, jsonKeyStats *datap } cgoProto := &indexcgopb.LoadJsonKeyIndexInfo{ - FieldID: jsonKeyStats.GetFieldID(), - Version: jsonKeyStats.GetVersion(), - BuildID: jsonKeyStats.GetBuildID(), - Files: jsonKeyStats.GetFiles(), - Schema: f, - CollectionID: s.Collection(), - PartitionID: s.Partition(), + FieldID: jsonKeyStats.GetFieldID(), + Version: jsonKeyStats.GetVersion(), + BuildID: jsonKeyStats.GetBuildID(), + Files: jsonKeyStats.GetFiles(), + Schema: f, + CollectionID: s.Collection(), + PartitionID: s.Partition(), + JsonKeyStatsDataFormat: jsonKeyStats.GetJsonKeyStatsDataFormat(), } marshaled, err := proto.Marshal(cgoProto) diff --git a/internal/querynodev2/server.go b/internal/querynodev2/server.go index eca87ba65a..e6c657a9b4 100644 --- a/internal/querynodev2/server.go +++ b/internal/querynodev2/server.go @@ -233,15 +233,11 @@ func (node *QueryNode) InitSegcore() error { cExprBatchSize := C.int64_t(paramtable.Get().QueryNodeCfg.ExprEvalBatchSize.GetAsInt64()) C.InitDefaultExprEvalBatchSize(cExprBatchSize) - cJSONIndexMemoryBudgetInTantivy := C.int64_t(paramtable.Get().QueryNodeCfg.JSONIndexMemoryBudgetInTantivy.GetAsInt64() * 1024 * 1024) - C.InitDefaultJSONKeyIndexMemoryBudget(cJSONIndexMemoryBudgetInTantivy) - - cJSONIndexCommitInterval := C.int64_t(paramtable.Get().QueryNodeCfg.JSONIndexCommitInterval.GetAsInt64()) - C.InitDefaultJSONKeyIndexCommitInterval(cJSONIndexCommitInterval) - - cJSONIndexEnabled := C.bool(paramtable.Get().CommonCfg.EnabledJSONKeyStats.GetAsBool()) - C.InitDefaultJSONKeyIndexEnable(cJSONIndexEnabled) + cJSONKeyStatsCommitInterval := C.int64_t(paramtable.Get().QueryNodeCfg.JSONKeyStatsCommitInterval.GetAsInt64()) + C.InitDefaultJSONKeyStatsCommitInterval(cJSONKeyStatsCommitInterval) + cJSONKeyStatsEnabled := C.bool(paramtable.Get().CommonCfg.EnabledJSONKeyStats.GetAsBool()) + C.InitDefaultJSONKeyStatsEnable(cJSONKeyStatsEnabled) cGpuMemoryPoolInitSize := C.uint32_t(paramtable.Get().GpuConfig.InitSize.GetAsUint32()) cGpuMemoryPoolMaxSize := C.uint32_t(paramtable.Get().GpuConfig.MaxSize.GetAsUint32()) C.SegcoreSetKnowhereGpuMemoryPoolSize(cGpuMemoryPoolInitSize, cGpuMemoryPoolMaxSize) diff --git a/internal/querynodev2/services.go b/internal/querynodev2/services.go index c3d71f047d..768914f94f 100644 --- a/internal/querynodev2/services.go +++ b/internal/querynodev2/services.go @@ -492,6 +492,9 @@ func (node *QueryNode) LoadSegments(ctx context.Context, req *querypb.LoadSegmen if req.GetLoadScope() == querypb.LoadScope_Index { return node.loadIndex(ctx, req), nil } + if req.GetLoadScope() == querypb.LoadScope_Stats { + return node.loadStats(ctx, req), nil + } // Actual load segment log.Info("start to load segments...") diff --git a/pkg/common/common.go b/pkg/common/common.go index e782345f6a..b7f646c891 100644 --- a/pkg/common/common.go +++ b/pkg/common/common.go @@ -116,6 +116,9 @@ const ( // TextIndexPath storage path const for text index TextIndexPath = "text_log" + + // JSONIndexPath storage path const for json index + JSONIndexPath = "json_key_index_log" ) // Search, Index parameter keys diff --git a/pkg/proto/data_coord.proto b/pkg/proto/data_coord.proto index 307809f174..a8bc852c67 100644 --- a/pkg/proto/data_coord.proto +++ b/pkg/proto/data_coord.proto @@ -457,6 +457,7 @@ message JsonKeyStats { int64 log_size = 4; int64 memory_size = 5; int64 buildID = 6; + int64 json_key_stats_data_format =7; } message Binlog { diff --git a/pkg/proto/datapb/data_coord.pb.go b/pkg/proto/datapb/data_coord.pb.go index a6b3a50fc1..9041bfa36c 100644 --- a/pkg/proto/datapb/data_coord.pb.go +++ b/pkg/proto/datapb/data_coord.pb.go @@ -3223,12 +3223,13 @@ type JsonKeyStats struct { sizeCache protoimpl.SizeCache unknownFields protoimpl.UnknownFields - FieldID int64 `protobuf:"varint,1,opt,name=fieldID,proto3" json:"fieldID,omitempty"` - Version int64 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"` - Files []string `protobuf:"bytes,3,rep,name=files,proto3" json:"files,omitempty"` - LogSize int64 `protobuf:"varint,4,opt,name=log_size,json=logSize,proto3" json:"log_size,omitempty"` - MemorySize int64 `protobuf:"varint,5,opt,name=memory_size,json=memorySize,proto3" json:"memory_size,omitempty"` - BuildID int64 `protobuf:"varint,6,opt,name=buildID,proto3" json:"buildID,omitempty"` + FieldID int64 `protobuf:"varint,1,opt,name=fieldID,proto3" json:"fieldID,omitempty"` + Version int64 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"` + Files []string `protobuf:"bytes,3,rep,name=files,proto3" json:"files,omitempty"` + LogSize int64 `protobuf:"varint,4,opt,name=log_size,json=logSize,proto3" json:"log_size,omitempty"` + MemorySize int64 `protobuf:"varint,5,opt,name=memory_size,json=memorySize,proto3" json:"memory_size,omitempty"` + BuildID int64 `protobuf:"varint,6,opt,name=buildID,proto3" json:"buildID,omitempty"` + JsonKeyStatsDataFormat int64 `protobuf:"varint,7,opt,name=json_key_stats_data_format,json=jsonKeyStatsDataFormat,proto3" json:"json_key_stats_data_format,omitempty"` } func (x *JsonKeyStats) Reset() { @@ -3305,6 +3306,13 @@ func (x *JsonKeyStats) GetBuildID() int64 { return 0 } +func (x *JsonKeyStats) GetJsonKeyStatsDataFormat() int64 { + if x != nil { + return x.JsonKeyStatsDataFormat + } + return 0 +} + type Binlog struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -8817,7 +8825,7 @@ var file_data_coord_proto_rawDesc = []byte{ 0x73, 0x69, 0x7a, 0x65, 0x18, 0x05, 0x20, 0x01, 0x28, 0x03, 0x52, 0x0a, 0x6d, 0x65, 0x6d, 0x6f, 0x72, 0x79, 0x53, 0x69, 0x7a, 0x65, 0x12, 0x18, 0x0a, 0x07, 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b/pkg/proto/indexcgopb/index_cgo_msg.pb.go index 38c917a6a0..de14268fb1 100644 --- a/pkg/proto/indexcgopb/index_cgo_msg.pb.go +++ b/pkg/proto/indexcgopb/index_cgo_msg.pb.go @@ -572,6 +572,8 @@ type BuildIndexInfo struct { OptFields []*OptionalFieldInfo `protobuf:"bytes,19,rep,name=opt_fields,json=optFields,proto3" json:"opt_fields,omitempty"` PartitionKeyIsolation bool `protobuf:"varint,20,opt,name=partition_key_isolation,json=partitionKeyIsolation,proto3" json:"partition_key_isolation,omitempty"` CurrentScalarIndexVersion int32 `protobuf:"varint,21,opt,name=current_scalar_index_version,json=currentScalarIndexVersion,proto3" json:"current_scalar_index_version,omitempty"` + JsonKeyStatsTantivyMemory int64 `protobuf:"varint,22,opt,name=json_key_stats_tantivy_memory,json=jsonKeyStatsTantivyMemory,proto3" json:"json_key_stats_tantivy_memory,omitempty"` + JsonKeyStatsDataFormat int64 `protobuf:"varint,23,opt,name=json_key_stats_data_format,json=jsonKeyStatsDataFormat,proto3" json:"json_key_stats_data_format,omitempty"` } func (x *BuildIndexInfo) Reset() { @@ -753,6 +755,20 @@ func (x *BuildIndexInfo) GetCurrentScalarIndexVersion() int32 { return 0 } +func (x *BuildIndexInfo) GetJsonKeyStatsTantivyMemory() int64 { + if x != nil { + return x.JsonKeyStatsTantivyMemory + } + return 0 +} + +func (x *BuildIndexInfo) GetJsonKeyStatsDataFormat() int64 { + if x != nil { + return x.JsonKeyStatsDataFormat + } + return 0 +} + type LoadTextIndexInfo struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -853,13 +869,14 @@ type LoadJsonKeyIndexInfo struct { sizeCache protoimpl.SizeCache unknownFields protoimpl.UnknownFields - FieldID int64 `protobuf:"varint,1,opt,name=FieldID,proto3" json:"FieldID,omitempty"` - Version int64 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"` - BuildID int64 `protobuf:"varint,3,opt,name=buildID,proto3" json:"buildID,omitempty"` - Files []string `protobuf:"bytes,4,rep,name=files,proto3" json:"files,omitempty"` - Schema *schemapb.FieldSchema `protobuf:"bytes,5,opt,name=schema,proto3" json:"schema,omitempty"` - CollectionID int64 `protobuf:"varint,6,opt,name=collectionID,proto3" json:"collectionID,omitempty"` - PartitionID int64 `protobuf:"varint,7,opt,name=partitionID,proto3" json:"partitionID,omitempty"` + FieldID int64 `protobuf:"varint,1,opt,name=FieldID,proto3" json:"FieldID,omitempty"` + Version int64 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"` + BuildID int64 `protobuf:"varint,3,opt,name=buildID,proto3" json:"buildID,omitempty"` + Files []string `protobuf:"bytes,4,rep,name=files,proto3" json:"files,omitempty"` + Schema *schemapb.FieldSchema `protobuf:"bytes,5,opt,name=schema,proto3" json:"schema,omitempty"` + CollectionID int64 `protobuf:"varint,6,opt,name=collectionID,proto3" json:"collectionID,omitempty"` + PartitionID int64 `protobuf:"varint,7,opt,name=partitionID,proto3" json:"partitionID,omitempty"` + JsonKeyStatsDataFormat int64 `protobuf:"varint,8,opt,name=json_key_stats_data_format,json=jsonKeyStatsDataFormat,proto3" json:"json_key_stats_data_format,omitempty"` } func (x *LoadJsonKeyIndexInfo) Reset() { @@ -943,6 +960,13 @@ func (x *LoadJsonKeyIndexInfo) GetPartitionID() int64 { return 0 } +func (x *LoadJsonKeyIndexInfo) GetJsonKeyStatsDataFormat() int64 { + if x != nil { + return x.JsonKeyStatsDataFormat + } + return 0 +} + var File_index_cgo_msg_proto protoreflect.FileDescriptor var file_index_cgo_msg_proto_rawDesc = []byte{ @@ -1022,7 +1046,7 @@ var file_index_cgo_msg_proto_rawDesc = []byte{ 0x65, 0x6c, 0x64, 0x5f, 0x74, 0x79, 0x70, 0x65, 0x18, 0x03, 0x20, 0x01, 0x28, 0x05, 0x52, 0x09, 0x66, 0x69, 0x65, 0x6c, 0x64, 0x54, 0x79, 0x70, 0x65, 0x12, 0x1d, 0x0a, 0x0a, 0x64, 0x61, 0x74, 0x61, 0x5f, 0x70, 0x61, 0x74, 0x68, 0x73, 0x18, 0x04, 0x20, 0x03, 0x28, 0x09, 0x52, 0x09, 0x64, - 0x61, 0x74, 0x61, 0x50, 0x61, 0x74, 0x68, 0x73, 0x22, 0xcd, 0x07, 0x0a, 0x0e, 0x42, 0x75, 0x69, + 0x61, 0x74, 0x61, 0x50, 0x61, 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295262d005..a65a673ef2 100644 --- a/pkg/proto/query_coord.proto +++ b/pkg/proto/query_coord.proto @@ -397,6 +397,7 @@ enum LoadScope { Full = 0; Delta = 1; Index = 2; + Stats = 3; } message LoadSegmentsRequest { diff --git a/pkg/proto/querypb/query_coord.pb.go b/pkg/proto/querypb/query_coord.pb.go index 01c5935a99..b09a91ad59 100644 --- a/pkg/proto/querypb/query_coord.pb.go +++ b/pkg/proto/querypb/query_coord.pb.go @@ -34,6 +34,7 @@ const ( LoadScope_Full LoadScope = 0 LoadScope_Delta LoadScope = 1 LoadScope_Index LoadScope = 2 + LoadScope_Stats LoadScope = 3 ) // Enum value maps for LoadScope. @@ -42,11 +43,13 @@ var ( 0: "Full", 1: "Delta", 2: "Index", + 3: "Stats", } LoadScope_value = map[string]int32{ "Full": 0, "Delta": 1, "Index": 2, + "Stats": 3, } ) @@ -8600,453 +8603,453 @@ var file_query_coord_proto_rawDesc = []byte{ 0x69, 0x63, 0x61, 0x4e, 0x75, 0x6d, 0x62, 0x65, 0x72, 0x12, 0x27, 0x0a, 0x0f, 0x72, 0x65, 0x73, 0x6f, 0x75, 0x72, 0x63, 0x65, 0x5f, 0x67, 0x72, 0x6f, 0x75, 0x70, 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enable_json_key_stats = 20; + int64 json_key_stats_tantivy_memory = 21; + int64 json_key_stats_data_format = 22; } message CreateJobV2Request { diff --git a/pkg/proto/workerpb/worker.pb.go b/pkg/proto/workerpb/worker.pb.go index 2c813a3b6b..d52536f4af 100644 --- a/pkg/proto/workerpb/worker.pb.go +++ b/pkg/proto/workerpb/worker.pb.go @@ -767,25 +767,28 @@ type CreateStatsRequest struct { sizeCache protoimpl.SizeCache unknownFields protoimpl.UnknownFields - ClusterID string `protobuf:"bytes,1,opt,name=clusterID,proto3" json:"clusterID,omitempty"` - TaskID int64 `protobuf:"varint,2,opt,name=taskID,proto3" json:"taskID,omitempty"` - CollectionID int64 `protobuf:"varint,3,opt,name=collectionID,proto3" json:"collectionID,omitempty"` - PartitionID int64 `protobuf:"varint,4,opt,name=partitionID,proto3" json:"partitionID,omitempty"` - InsertChannel string `protobuf:"bytes,5,opt,name=insert_channel,json=insertChannel,proto3" json:"insert_channel,omitempty"` - SegmentID int64 `protobuf:"varint,6,opt,name=segmentID,proto3" json:"segmentID,omitempty"` - InsertLogs []*datapb.FieldBinlog `protobuf:"bytes,7,rep,name=insert_logs,json=insertLogs,proto3" json:"insert_logs,omitempty"` - DeltaLogs []*datapb.FieldBinlog `protobuf:"bytes,8,rep,name=delta_logs,json=deltaLogs,proto3" json:"delta_logs,omitempty"` - StorageConfig *indexpb.StorageConfig `protobuf:"bytes,9,opt,name=storage_config,json=storageConfig,proto3" json:"storage_config,omitempty"` - Schema *schemapb.CollectionSchema `protobuf:"bytes,10,opt,name=schema,proto3" json:"schema,omitempty"` - SubJobType indexpb.StatsSubJob `protobuf:"varint,11,opt,name=subJobType,proto3,enum=milvus.proto.index.StatsSubJob" json:"subJobType,omitempty"` - TargetSegmentID int64 `protobuf:"varint,12,opt,name=targetSegmentID,proto3" json:"targetSegmentID,omitempty"` - StartLogID int64 `protobuf:"varint,13,opt,name=startLogID,proto3" json:"startLogID,omitempty"` - EndLogID int64 `protobuf:"varint,14,opt,name=endLogID,proto3" json:"endLogID,omitempty"` - NumRows int64 `protobuf:"varint,15,opt,name=num_rows,json=numRows,proto3" json:"num_rows,omitempty"` - CollectionTtl int64 `protobuf:"varint,16,opt,name=collection_ttl,json=collectionTtl,proto3" json:"collection_ttl,omitempty"` - CurrentTs uint64 `protobuf:"varint,17,opt,name=current_ts,json=currentTs,proto3" json:"current_ts,omitempty"` - TaskVersion int64 `protobuf:"varint,18,opt,name=task_version,json=taskVersion,proto3" json:"task_version,omitempty"` - BinlogMaxSize uint64 `protobuf:"varint,19,opt,name=binlogMaxSize,proto3" json:"binlogMaxSize,omitempty"` + ClusterID string `protobuf:"bytes,1,opt,name=clusterID,proto3" json:"clusterID,omitempty"` + TaskID int64 `protobuf:"varint,2,opt,name=taskID,proto3" json:"taskID,omitempty"` + CollectionID int64 `protobuf:"varint,3,opt,name=collectionID,proto3" json:"collectionID,omitempty"` + PartitionID int64 `protobuf:"varint,4,opt,name=partitionID,proto3" json:"partitionID,omitempty"` + InsertChannel string `protobuf:"bytes,5,opt,name=insert_channel,json=insertChannel,proto3" json:"insert_channel,omitempty"` + SegmentID int64 `protobuf:"varint,6,opt,name=segmentID,proto3" json:"segmentID,omitempty"` + InsertLogs []*datapb.FieldBinlog `protobuf:"bytes,7,rep,name=insert_logs,json=insertLogs,proto3" json:"insert_logs,omitempty"` + DeltaLogs []*datapb.FieldBinlog `protobuf:"bytes,8,rep,name=delta_logs,json=deltaLogs,proto3" json:"delta_logs,omitempty"` + StorageConfig *indexpb.StorageConfig `protobuf:"bytes,9,opt,name=storage_config,json=storageConfig,proto3" json:"storage_config,omitempty"` + Schema *schemapb.CollectionSchema `protobuf:"bytes,10,opt,name=schema,proto3" json:"schema,omitempty"` + SubJobType indexpb.StatsSubJob `protobuf:"varint,11,opt,name=subJobType,proto3,enum=milvus.proto.index.StatsSubJob" json:"subJobType,omitempty"` + TargetSegmentID int64 `protobuf:"varint,12,opt,name=targetSegmentID,proto3" json:"targetSegmentID,omitempty"` + StartLogID int64 `protobuf:"varint,13,opt,name=startLogID,proto3" json:"startLogID,omitempty"` + EndLogID int64 `protobuf:"varint,14,opt,name=endLogID,proto3" json:"endLogID,omitempty"` + NumRows int64 `protobuf:"varint,15,opt,name=num_rows,json=numRows,proto3" json:"num_rows,omitempty"` + CollectionTtl int64 `protobuf:"varint,16,opt,name=collection_ttl,json=collectionTtl,proto3" json:"collection_ttl,omitempty"` + CurrentTs uint64 `protobuf:"varint,17,opt,name=current_ts,json=currentTs,proto3" json:"current_ts,omitempty"` + TaskVersion int64 `protobuf:"varint,18,opt,name=task_version,json=taskVersion,proto3" json:"task_version,omitempty"` + BinlogMaxSize uint64 `protobuf:"varint,19,opt,name=binlogMaxSize,proto3" json:"binlogMaxSize,omitempty"` + EnableJsonKeyStats bool `protobuf:"varint,20,opt,name=enable_json_key_stats,json=enableJsonKeyStats,proto3" json:"enable_json_key_stats,omitempty"` + JsonKeyStatsTantivyMemory int64 `protobuf:"varint,21,opt,name=json_key_stats_tantivy_memory,json=jsonKeyStatsTantivyMemory,proto3" json:"json_key_stats_tantivy_memory,omitempty"` + JsonKeyStatsDataFormat int64 `protobuf:"varint,22,opt,name=json_key_stats_data_format,json=jsonKeyStatsDataFormat,proto3" json:"json_key_stats_data_format,omitempty"` } func (x *CreateStatsRequest) Reset() { @@ -953,6 +956,27 @@ func (x *CreateStatsRequest) GetBinlogMaxSize() uint64 { return 0 } +func (x *CreateStatsRequest) GetEnableJsonKeyStats() bool { + if x != nil { + return x.EnableJsonKeyStats + } + return false +} + +func (x *CreateStatsRequest) GetJsonKeyStatsTantivyMemory() int64 { + if x != nil { + return x.JsonKeyStatsTantivyMemory + } + return 0 +} + +func (x *CreateStatsRequest) GetJsonKeyStatsDataFormat() int64 { + if x != nil { + return x.JsonKeyStatsDataFormat + } + return 0 +} + type CreateJobV2Request struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -1955,7 +1979,7 @@ var file_worker_proto_rawDesc = 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0ee0fdc11e..ff8647df55 100644 --- a/pkg/util/paramtable/component_param.go +++ b/pkg/util/paramtable/component_param.go @@ -2598,9 +2598,8 @@ type queryNodeConfig struct { // worker WorkerPoolingSize ParamItem `refreshable:"false"` - // Json Key Index - JSONIndexMemoryBudgetInTantivy ParamItem `refreshable:"false"` - JSONIndexCommitInterval ParamItem `refreshable:"false"` + // Json Key Stats + JSONKeyStatsCommitInterval ParamItem `refreshable:"false"` } func (p *queryNodeConfig) init(base *BaseTable) { @@ -3293,23 +3292,14 @@ user-task-polling: } p.ExprEvalBatchSize.Init(base.mgr) - p.JSONIndexMemoryBudgetInTantivy = ParamItem{ - Key: "queryNode.segcore.jsonIndexMemoryBudgetInTantivy", - Version: "2.5.0", - DefaultValue: "16", - Doc: "the memory budget for the JSON index In Tantivy", - Export: true, - } - p.JSONIndexMemoryBudgetInTantivy.Init(base.mgr) - - p.JSONIndexCommitInterval = ParamItem{ - Key: "queryNode.segcore.jsonIndexCommitInterval", + p.JSONKeyStatsCommitInterval = ParamItem{ + Key: "queryNode.segcore.jsonKeyStatsCommitInterval", Version: "2.5.0", DefaultValue: "200", - Doc: "the commit interval for the JSON index to commit", + Doc: "the commit interval for the JSON key Stats to commit", Export: true, } - p.JSONIndexCommitInterval.Init(base.mgr) + p.JSONKeyStatsCommitInterval.Init(base.mgr) p.CleanExcludeSegInterval = ParamItem{ Key: "queryCoord.cleanExcludeSegmentInterval", @@ -3520,11 +3510,14 @@ type dataCoordConfig struct { MixCompactionSlotUsage ParamItem `refreshable:"true"` L0DeleteCompactionSlotUsage ParamItem `refreshable:"true"` - EnableStatsTask ParamItem `refreshable:"true"` - TaskCheckInterval ParamItem `refreshable:"true"` - StatsTaskTriggerCount ParamItem `refreshable:"true"` + EnableStatsTask ParamItem `refreshable:"true"` + TaskCheckInterval ParamItem `refreshable:"true"` + StatsTaskTriggerCount ParamItem `refreshable:"true"` + JSONStatsTriggerCount ParamItem `refreshable:"true"` + JSONStatsTriggerInterval ParamItem `refreshable:"true"` - RequestTimeoutSeconds ParamItem `refreshable:"true"` + RequestTimeoutSeconds ParamItem `refreshable:"true"` + JSONKeyStatsMemoryBudgetInTantivy ParamItem `refreshable:"false"` } func (p *dataCoordConfig) init(base *BaseTable) { @@ -4418,6 +4411,26 @@ During compaction, the size of segment # of rows is able to exceed segment max # } p.StatsTaskTriggerCount.Init(base.mgr) + p.JSONStatsTriggerCount = ParamItem{ + Key: "dataCoord.jsonStatsTriggerCount", + Version: "2.5.5", + Doc: "jsonkey stats task count per trigger", + DefaultValue: "10", + PanicIfEmpty: false, + Export: true, + } + p.JSONStatsTriggerCount.Init(base.mgr) + + p.JSONStatsTriggerInterval = ParamItem{ + Key: "dataCoord.jsonStatsTriggerInterval", + Version: "2.5.5", + Doc: "jsonkey task interval per trigger", + DefaultValue: "10", + PanicIfEmpty: false, + Export: true, + } + p.JSONStatsTriggerInterval.Init(base.mgr) + p.RequestTimeoutSeconds = ParamItem{ Key: "dataCoord.requestTimeoutSeconds", Version: "2.5.5", @@ -4427,6 +4440,14 @@ During compaction, the size of segment # of rows is able to exceed segment max # Export: false, } p.RequestTimeoutSeconds.Init(base.mgr) + p.JSONKeyStatsMemoryBudgetInTantivy = ParamItem{ + Key: "dataCoord.segcore.jsonKeyStatsMemoryBudgetInTantivy", + Version: "2.5.5", + DefaultValue: "16777216", + Doc: "the memory budget for the JSON index In Tantivy, the unit is bytes", + Export: true, + } + p.JSONKeyStatsMemoryBudgetInTantivy.Init(base.mgr) } // /////////////////////////////////////////////////////////////////////////////