2020-08-14 16:58:22 +00:00
|
|
|
/*
|
|
|
|
* 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.
|
|
|
|
*/
|
|
|
|
|
2020-12-23 07:48:30 +00:00
|
|
|
#ifndef API_NUMERICS_SAMPLES_STATS_COUNTER_H_
|
|
|
|
#define API_NUMERICS_SAMPLES_STATS_COUNTER_H_
|
2020-08-14 16:58:22 +00:00
|
|
|
|
|
|
|
#include <vector>
|
|
|
|
|
|
|
|
#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;
|
|
|
|
};
|
|
|
|
|
|
|
|
SamplesStatsCounter();
|
|
|
|
~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(); }
|
2020-12-23 07:48:30 +00:00
|
|
|
// Returns the amount of samples added into counter in O(1) time.
|
|
|
|
int64_t NumSamples() const { return stats_.Size(); }
|
2020-08-14 16:58:22 +00:00
|
|
|
|
|
|
|
// 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<const StatsSample> GetTimedSamples() const { return samples_; }
|
|
|
|
std::vector<double> GetSamples() const {
|
|
|
|
std::vector<double> out;
|
|
|
|
out.reserve(samples_.size());
|
|
|
|
for (const auto& sample : samples_) {
|
|
|
|
out.push_back(sample.value);
|
|
|
|
}
|
|
|
|
return out;
|
|
|
|
}
|
|
|
|
|
|
|
|
private:
|
2020-12-23 07:48:30 +00:00
|
|
|
webrtc_impl::RunningStatistics<double> stats_;
|
2020-08-14 16:58:22 +00:00
|
|
|
std::vector<StatsSample> 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
|
|
|
|
|
2020-12-23 07:48:30 +00:00
|
|
|
#endif // API_NUMERICS_SAMPLES_STATS_COUNTER_H_
|