/* * Copyright (c) 2018 The WebRTC project authors. All Rights Reserved. * * Use of this source code is governed by a BSD-style license * that can be found in the LICENSE file in the root of the source * tree. An additional intellectual property rights grant can be found * in the file PATENTS. All contributing project authors may * be found in the AUTHORS file in the root of the source tree. */ #ifndef API_NUMERICS_SAMPLES_STATS_COUNTER_H_ #define API_NUMERICS_SAMPLES_STATS_COUNTER_H_ #include #include #include #include "api/array_view.h" #include "api/units/timestamp.h" #include "rtc_base/checks.h" #include "rtc_base/numerics/running_statistics.h" namespace webrtc { // This class extends RunningStatistics by providing GetPercentile() method, // while slightly adapting the interface. class SamplesStatsCounter { public: struct StatsSample { double value; Timestamp time; // Sample's specific metadata. std::map metadata; }; SamplesStatsCounter(); explicit SamplesStatsCounter(size_t expected_samples_count); ~SamplesStatsCounter(); SamplesStatsCounter(const SamplesStatsCounter&); SamplesStatsCounter& operator=(const SamplesStatsCounter&); SamplesStatsCounter(SamplesStatsCounter&&); SamplesStatsCounter& operator=(SamplesStatsCounter&&); // Adds sample to the stats in amortized O(1) time. void AddSample(double value); void AddSample(StatsSample sample); // Adds samples from another counter. void AddSamples(const SamplesStatsCounter& other); // Returns if there are any values in O(1) time. bool IsEmpty() const { return samples_.empty(); } // Returns the amount of samples added into counter in O(1) time. int64_t NumSamples() const { return stats_.Size(); } // Returns min in O(1) time. This function may not be called if there are no // samples. double GetMin() const { RTC_DCHECK(!IsEmpty()); return *stats_.GetMin(); } // Returns max in O(1) time. This function may not be called if there are no // samples. double GetMax() const { RTC_DCHECK(!IsEmpty()); return *stats_.GetMax(); } // Returns average in O(1) time. This function may not be called if there are // no samples. double GetAverage() const { RTC_DCHECK(!IsEmpty()); return *stats_.GetMean(); } // Returns variance in O(1) time. This function may not be called if there are // no samples. double GetVariance() const { RTC_DCHECK(!IsEmpty()); return *stats_.GetVariance(); } // Returns standard deviation in O(1) time. This function may not be called if // there are no samples. double GetStandardDeviation() const { RTC_DCHECK(!IsEmpty()); return *stats_.GetStandardDeviation(); } // Returns percentile in O(nlogn) on first call and in O(1) after, if no // additions were done. This function may not be called if there are no // samples. // // `percentile` has to be in [0; 1]. 0 percentile is the min in the array and // 1 percentile is the max in the array. double GetPercentile(double percentile); // Returns array view with all samples added into counter. There are no // guarantees of order, so samples can be in different order comparing to in // which they were added into counter. Also return value will be invalidate // after call to any non const method. rtc::ArrayView GetTimedSamples() const { return samples_; } std::vector GetSamples() const { std::vector out; out.reserve(samples_.size()); for (const auto& sample : samples_) { out.push_back(sample.value); } return out; } private: webrtc_impl::RunningStatistics stats_; std::vector samples_; bool sorted_ = false; }; // Multiply all sample values on `value` and return new SamplesStatsCounter // with resulted samples. Doesn't change origin SamplesStatsCounter. SamplesStatsCounter operator*(const SamplesStatsCounter& counter, double value); inline SamplesStatsCounter operator*(double value, const SamplesStatsCounter& counter) { return counter * value; } // Divide all sample values on `value` and return new SamplesStatsCounter with // resulted samples. Doesn't change origin SamplesStatsCounter. SamplesStatsCounter operator/(const SamplesStatsCounter& counter, double value); } // namespace webrtc #endif // API_NUMERICS_SAMPLES_STATS_COUNTER_H_