/******************************************************************************* * Copyright 上海赜睿信息科技有限公司(Zilliz) - All Rights Reserved * Unauthorized copying of this file, via any medium is strictly prohibited. * Proprietary and confidential. ******************************************************************************/ #pragma once #include "MetricBase.h" #include "db/meta/MetaTypes.h" namespace zilliz { namespace milvus { namespace server { #define METRICS_NOW_TIME std::chrono::system_clock::now() #define METRICS_MICROSECONDS(a, b) (std::chrono::duration_cast (b-a)).count(); enum class MetricCollectorType { INVALID, PROMETHEUS, ZABBIX }; class Metrics { public: static MetricsBase &GetInstance(); private: static MetricsBase &CreateMetricsCollector(); }; class CollectInsertMetrics { public: CollectInsertMetrics(size_t n, engine::Status& status) : n_(n), status_(status) { start_time_ = METRICS_NOW_TIME; } ~CollectInsertMetrics() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); double avg_time = total_time / n_; for (int i = 0; i < n_; ++i) { Metrics::GetInstance().AddVectorsDurationHistogramOberve(avg_time); } // server::Metrics::GetInstance().add_vector_duration_seconds_quantiles().Observe((average_time)); if (status_.ok()) { server::Metrics::GetInstance().AddVectorsSuccessTotalIncrement(n_); server::Metrics::GetInstance().AddVectorsSuccessGaugeSet(n_); } else { server::Metrics::GetInstance().AddVectorsFailTotalIncrement(n_); server::Metrics::GetInstance().AddVectorsFailGaugeSet(n_); } } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; size_t n_; engine::Status& status_; }; class CollectQueryMetrics { public: CollectQueryMetrics(size_t nq) : nq_(nq) { start_time_ = METRICS_NOW_TIME; } ~CollectQueryMetrics() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); for (int i = 0; i < nq_; ++i) { server::Metrics::GetInstance().QueryResponseSummaryObserve(total_time); } auto average_time = total_time / nq_; server::Metrics::GetInstance().QueryVectorResponseSummaryObserve(average_time, nq_); server::Metrics::GetInstance().QueryVectorResponsePerSecondGaugeSet(double (nq_) / total_time); } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; size_t nq_; }; class CollectMergeFilesMetrics { public: CollectMergeFilesMetrics() { start_time_ = METRICS_NOW_TIME; } ~CollectMergeFilesMetrics() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); server::Metrics::GetInstance().MemTableMergeDurationSecondsHistogramObserve(total_time); } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; }; class CollectBuildIndexMetrics { public: CollectBuildIndexMetrics() { start_time_ = METRICS_NOW_TIME; } ~CollectBuildIndexMetrics() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); server::Metrics::GetInstance().BuildIndexDurationSecondsHistogramObserve(total_time); } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; }; class CollectExecutionEngineMetrics { public: CollectExecutionEngineMetrics(double& physical_size) : physical_size_(physical_size) { start_time_ = METRICS_NOW_TIME; } ~CollectExecutionEngineMetrics() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); server::Metrics::GetInstance().FaissDiskLoadDurationSecondsHistogramObserve(total_time); server::Metrics::GetInstance().FaissDiskLoadSizeBytesHistogramObserve(physical_size_); server::Metrics::GetInstance().FaissDiskLoadIOSpeedGaugeSet(physical_size_ / double(total_time)); } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; double& physical_size_; }; class CollectSerializeMetrics { public: CollectSerializeMetrics(size_t& size) : size_(size) { start_time_ = METRICS_NOW_TIME; } ~CollectSerializeMetrics() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); server::Metrics::GetInstance().DiskStoreIOSpeedGaugeSet((double) size_ / total_time); } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; size_t& size_; }; class CollectorAddMetrics { public: CollectorAddMetrics(size_t n, uint16_t dimension) : n_(n), dimension_(dimension) { start_time_ = METRICS_NOW_TIME; } ~CollectorAddMetrics() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); server::Metrics::GetInstance().AddVectorsPerSecondGaugeSet(static_cast(n_), static_cast(dimension_), total_time); } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; size_t n_; uint16_t dimension_; }; class CollectorDurationMetrics { public: CollectorDurationMetrics() { start_time_ = METRICS_NOW_TIME; } ~CollectorDurationMetrics() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); switch (index_type_) { case engine::meta::TableFileSchema::RAW: { server::Metrics::GetInstance().SearchRawDataDurationSecondsHistogramObserve(total_time); break; } case engine::meta::TableFileSchema::TO_INDEX: { server::Metrics::GetInstance().SearchRawDataDurationSecondsHistogramObserve(total_time); break; } default: { server::Metrics::GetInstance().SearchIndexDataDurationSecondsHistogramObserve(total_time); break; } } } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; int index_type_; }; class CollectSearchTaskMetrics { public: CollectSearchTaskMetrics(int index_type) : index_type_(index_type) { start_time_ = METRICS_NOW_TIME; } ~CollectSearchTaskMetrics() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); switch(index_type_) { case engine::meta::TableFileSchema::RAW: { server::Metrics::GetInstance().SearchRawDataDurationSecondsHistogramObserve(total_time); break; } case engine::meta::TableFileSchema::TO_INDEX: { server::Metrics::GetInstance().SearchRawDataDurationSecondsHistogramObserve(total_time); break; } default: { server::Metrics::GetInstance().SearchIndexDataDurationSecondsHistogramObserve(total_time); break; } } } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; int index_type_; }; class MetricCollector { public: MetricCollector() { server::Metrics::GetInstance().MetaAccessTotalIncrement(); start_time_ = METRICS_NOW_TIME; } ~MetricCollector() { auto end_time = METRICS_NOW_TIME; auto total_time = METRICS_MICROSECONDS(start_time_, end_time); server::Metrics::GetInstance().MetaAccessDurationSecondsHistogramObserve(total_time); } private: using TIME_POINT = std::chrono::system_clock::time_point; TIME_POINT start_time_; }; } } }