| Index: net/base/percentile_estimator.cc
|
| diff --git a/net/base/percentile_estimator.cc b/net/base/percentile_estimator.cc
|
| deleted file mode 100644
|
| index 7b3d9cf0c168c1ba97adbde05515541341e3cdf6..0000000000000000000000000000000000000000
|
| --- a/net/base/percentile_estimator.cc
|
| +++ /dev/null
|
| @@ -1,100 +0,0 @@
|
| -// Copyright 2016 The Chromium Authors. All rights reserved.
|
| -// Use of this source code is governed by a BSD-style license that can be
|
| -// found in the LICENSE file.
|
| -
|
| -#include "percentile_estimator.h"
|
| -
|
| -#include "base/bind.h"
|
| -#include "base/callback.h"
|
| -#include "base/rand_util.h"
|
| -
|
| -namespace {
|
| -
|
| -// Random number wrapper to allow substitutions for testing.
|
| -int GenerateRand0To99() {
|
| - return base::RandInt(0, 99);
|
| -}
|
| -
|
| -} // namespace
|
| -
|
| -namespace net {
|
| -
|
| -// The algorithm used for percentile estimation is "Algorithm 3" from
|
| -// https://arxiv.org/pdf/1407.1121v1.pdf. There are several parts to the
|
| -// algorithm:
|
| -// * The estimate is conditionally moved towards the sample by a step amount.
|
| -// This means that if the samples are clustered around a value the estimates
|
| -// will converge to that sample.
|
| -// * The percentile requested (e.g. 90%l) is handled by the conditional move.
|
| -// If the estimate is accurate, there is a chance equal to the percentile
|
| -// value that a sample will be lower than it, and a chance equal to
|
| -// 1-percentile that it will be higher. So the code balances those
|
| -// probabilities by increasing the estimate in the percentile fraction
|
| -// of the cases where the sample is over the estimate, and decreases the
|
| -// estimate in (1-percentile) fraction of the cases where the sample is under
|
| -// the estimate.
|
| -// E.g. in the case of the 90%l estimation, the estimate would
|
| -// move up in 90% of the cases in which the sample was above the
|
| -// estimate (which would be 10% of the total samples, presuming the
|
| -// estimate was accurate), and it would move down in 10% of the cases
|
| -// in which the sample was below the estimate.
|
| -// * Every time the estimate moves in the same direction, the step
|
| -// amount is increased by one, and every time the estimate reverses
|
| -// direction, the step amount is decreased (to 1, if greater than 1,
|
| -// by one, if zero or negative). The effective step amount is
|
| -// Max(step, 1).
|
| -// * If the estimate
|
| -// would be moved beyond the sample causing its move, it is moved to
|
| -// be equal to the same (and the step amount set to the distance to
|
| -// the sample). See the paper for further details.
|
| -
|
| -PercentileEstimator::PercentileEstimator(int percentile, int initial_estimate)
|
| - : percentile_(percentile),
|
| - sign_positive_(true),
|
| - current_estimate_(initial_estimate),
|
| - current_step_(1),
|
| - generator_callback_(base::Bind(&GenerateRand0To99)) {}
|
| -
|
| -PercentileEstimator::~PercentileEstimator() {}
|
| -
|
| -void PercentileEstimator::AddSample(int sample) {
|
| - int rand100 = generator_callback_.Run();
|
| - if (sample > current_estimate_ && rand100 > 1 - percentile_) {
|
| - current_step_ += sign_positive_ ? 1 : -1;
|
| - current_estimate_ += (current_step_ > 0) ? current_step_ : 1;
|
| -
|
| - // Clamp movement to distance to sample.
|
| - if (current_estimate_ > sample) {
|
| - current_step_ -= current_estimate_ - sample;
|
| - current_estimate_ = sample;
|
| - }
|
| -
|
| - // If we've reversed direction, reset the step down.
|
| - if (!sign_positive_ && current_step_ > 1)
|
| - current_step_ = 1;
|
| -
|
| - sign_positive_ = true;
|
| - } else if (sample < current_estimate_ && rand100 > percentile_) {
|
| - current_step_ += !sign_positive_ ? 1 : -1;
|
| - current_estimate_ -= (current_step_ > 0) ? current_step_ : 1;
|
| -
|
| - // Clamp movement to distance to sample.
|
| - if (current_estimate_ < sample) {
|
| - current_step_ -= sample - current_estimate_;
|
| - current_estimate_ = sample;
|
| - }
|
| -
|
| - // If we've reversed direction, reset the step down.
|
| - if (sign_positive_ && current_step_ > 1)
|
| - current_step_ = 1;
|
| -
|
| - sign_positive_ = false;
|
| - }
|
| -}
|
| -
|
| -void PercentileEstimator::SetRandomNumberGeneratorForTesting(
|
| - RandomNumberCallback generator_callback) {
|
| - generator_callback_ = generator_callback;
|
| -}
|
| -
|
| -} // namespace net
|
|
|