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// Copyright 2015 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 "chrome/browser/metrics/perf/random_selector.h"
#include <cmath>
#include <map>
#include <string>
#include "testing/gtest/include/gtest/gtest.h"
// A small floating point number used to verify that the expected odds are equal
// to the odds set.
const double kEpsilon = 0.01;
// A class that overrides RandDoubleUpTo() to not be random. The number
// generator will emulate a uniform distribution of numbers between 0.0 and
// |max| when called with the same |max| parameter and a whole multiple of
// |random_period| times. This allows better testing of the RandomSelector
// class.
class RandomSelectorWithCustomRNG : public RandomSelector {
public:
explicit RandomSelectorWithCustomRNG(unsigned int random_period)
: random_period_(random_period), current_index_(0) {}
private:
// This function returns floats between 0.0 and |max| in an increasing
// fashion at regular intervals.
double RandDoubleUpTo(double max) override {
current_index_ = (current_index_ + 1) % random_period_;
return max * current_index_ / random_period_;
}
// Period (number of calls) over which the fake RNG repeats.
const unsigned int random_period_;
// Stores the current position we are at in the interval between 0.0 and
// |max|. See the function RandDoubleUpTo for details on how this is used.
int current_index_;
DISALLOW_COPY_AND_ASSIGN(RandomSelectorWithCustomRNG);
};
// Use the random_selector to generate some values. The number of values to
// generate is |iterations|.
void GenerateResults(size_t iterations,
RandomSelector* random_selector,
std::map<std::string, int>* results) {
for (size_t i = 0; i < iterations; ++i) {
const std::string& next_value = random_selector->Select();
(*results)[next_value]++;
}
}
// This function tests whether the results are close enough to the odds (within
// 1%).
void CheckResultsAgainstOdds(
const std::vector<RandomSelector::WeightAndValue>& odds,
const std::map<std::string, int>& results) {
EXPECT_EQ(odds.size(), results.size());
const double odds_sum = RandomSelector::SumWeights(odds);
int results_sum = 0;
for (const auto& item : results) {
results_sum += item.second;
}
for (const auto& odd : odds) {
const auto result = results.find(odd.value);
EXPECT_NE(result, results.end());
const double results_ratio = 1.0*result->second / results_sum;
const double odds_ratio = odd.weight / odds_sum;
const double abs_diff = std::abs(results_ratio - odds_ratio);
EXPECT_LT(abs_diff, kEpsilon);
}
}
TEST(RandomSelector, SimpleAccessors) {
using WeightAndValue = RandomSelector::WeightAndValue;
std::vector<WeightAndValue> odds;
odds.push_back(WeightAndValue(1, "a 1"));
odds.push_back(WeightAndValue(3, "b --help"));
odds.push_back(WeightAndValue(107, "c bar"));
EXPECT_EQ(111.0L, RandomSelector::SumWeights(odds));
RandomSelector random_selector;
EXPECT_TRUE(random_selector.SetOdds(odds));
EXPECT_EQ(3UL, random_selector.num_values());
EXPECT_EQ(odds, random_selector.odds());
}
// Ensure RandomSelector is able to generate results from given odds.
TEST(RandomSelector, GenerateTest) {
using WeightAndValue = RandomSelector::WeightAndValue;
const int kLargeNumber = 2000;
std::vector<RandomSelector::WeightAndValue> odds;
odds.push_back(WeightAndValue(1, "a 1"));
odds.push_back(WeightAndValue(2, "b --help"));
odds.push_back(WeightAndValue(3, "c bar"));
RandomSelectorWithCustomRNG random_selector(kLargeNumber);
EXPECT_TRUE(random_selector.SetOdds(odds));
// Generate a lot of values.
std::map<std::string, int> results;
GenerateResults(kLargeNumber, &random_selector, &results);
// Ensure the values and odds are related.
CheckResultsAgainstOdds(odds, results);
}
TEST(RandomSelector, InvalidWeights) {
using WeightAndValue = RandomSelector::WeightAndValue;
std::vector<RandomSelector::WeightAndValue> good_odds;
good_odds.push_back(WeightAndValue(1, "a 1"));
good_odds.push_back(WeightAndValue(2, "b --help"));
good_odds.push_back(WeightAndValue(3, "c bar"));
RandomSelector random_selector;
EXPECT_TRUE(random_selector.SetOdds(good_odds));
EXPECT_EQ(good_odds, random_selector.odds());
std::vector<RandomSelector::WeightAndValue> bad_odds;
bad_odds.push_back(WeightAndValue(1, "a 1"));
bad_odds.push_back(WeightAndValue(2, "b --help"));
bad_odds.push_back(WeightAndValue(-3.5, "c bar"));
EXPECT_FALSE(random_selector.SetOdds(bad_odds));
EXPECT_EQ(good_odds, random_selector.odds());
bad_odds[2].weight = 0.0;
EXPECT_FALSE(random_selector.SetOdds(bad_odds));
EXPECT_EQ(good_odds, random_selector.odds());
}
TEST(RandomSelector, EmptyWeights) {
using WeightAndValue = RandomSelector::WeightAndValue;
std::vector<RandomSelector::WeightAndValue> good_odds;
good_odds.push_back(WeightAndValue(1, "a 1"));
good_odds.push_back(WeightAndValue(2, "b --help"));
good_odds.push_back(WeightAndValue(3, "c bar"));
RandomSelector random_selector;
EXPECT_TRUE(random_selector.SetOdds(good_odds));
EXPECT_EQ(good_odds, random_selector.odds());
std::vector<RandomSelector::WeightAndValue> empty_odds;
EXPECT_FALSE(random_selector.SetOdds(empty_odds));
EXPECT_EQ(good_odds, random_selector.odds());
}
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