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benchmark.cc
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// Copyright 2015 Google Inc. All rights reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#include "benchmark/benchmark.h"
#include "benchmark_api_internal.h"
#include "internal_macros.h"
#ifndef BENCHMARK_OS_WINDOWS
#ifndef BENCHMARK_OS_FUCHSIA
#include <sys/resource.h>
#endif
#include <sys/time.h>
#include <unistd.h>
#endif
#include <algorithm>
#include <atomic>
#include <condition_variable>
#include <cstdio>
#include <cstdlib>
#include <fstream>
#include <iostream>
#include <memory>
#include <string>
#include <thread>
#include "check.h"
#include "colorprint.h"
#include "commandlineflags.h"
#include "complexity.h"
#include "counter.h"
#include "internal_macros.h"
#include "log.h"
#include "mutex.h"
#include "re.h"
#include "statistics.h"
#include "string_util.h"
#include "thread_manager.h"
#include "thread_timer.h"
DEFINE_bool(benchmark_list_tests, false,
"Print a list of benchmarks. This option overrides all other "
"options.");
DEFINE_string(benchmark_filter, ".",
"A regular expression that specifies the set of benchmarks "
"to execute. If this flag is empty, no benchmarks are run. "
"If this flag is the string \"all\", all benchmarks linked "
"into the process are run.");
DEFINE_double(benchmark_min_time, 0.5,
"Minimum number of seconds we should run benchmark before "
"results are considered significant. For cpu-time based "
"tests, this is the lower bound on the total cpu time "
"used by all threads that make up the test. For real-time "
"based tests, this is the lower bound on the elapsed time "
"of the benchmark execution, regardless of number of "
"threads.");
DEFINE_int32(benchmark_repetitions, 1,
"The number of runs of each benchmark. If greater than 1, the "
"mean and standard deviation of the runs will be reported.");
DEFINE_bool(benchmark_report_aggregates_only, false,
"Report the result of each benchmark repetitions. When 'true' is "
"specified only the mean, standard deviation, and other statistics "
"are reported for repeated benchmarks.");
DEFINE_string(benchmark_format, "console",
"The format to use for console output. Valid values are "
"'console', 'json', or 'csv'.");
DEFINE_string(benchmark_out_format, "json",
"The format to use for file output. Valid values are "
"'console', 'json', or 'csv'.");
DEFINE_string(benchmark_out, "", "The file to write additional output to");
DEFINE_string(benchmark_color, "auto",
"Whether to use colors in the output. Valid values: "
"'true'/'yes'/1, 'false'/'no'/0, and 'auto'. 'auto' means to use "
"colors if the output is being sent to a terminal and the TERM "
"environment variable is set to a terminal type that supports "
"colors.");
DEFINE_bool(benchmark_counters_tabular, false,
"Whether to use tabular format when printing user counters to "
"the console. Valid values: 'true'/'yes'/1, 'false'/'no'/0."
"Defaults to false.");
DEFINE_int32(v, 0, "The level of verbose logging to output");
namespace benchmark {
namespace {
static const size_t kMaxIterations = 1000000000;
static MemoryManager* memory_manager = nullptr;
} // end namespace
namespace internal {
void UseCharPointer(char const volatile*) {}
namespace {
BenchmarkReporter::Run CreateRunReport(
const benchmark::internal::Benchmark::Instance& b,
const internal::ThreadManager::Result& results, size_t memory_iterations,
const MemoryManager::Result& memory_result, double seconds) {
// Create report about this benchmark run.
BenchmarkReporter::Run report;
report.benchmark_name = b.name;
report.error_occurred = results.has_error_;
report.error_message = results.error_message_;
report.report_label = results.report_label_;
// This is the total iterations across all threads.
report.iterations = results.iterations;
report.time_unit = b.time_unit;
if (!report.error_occurred) {
double bytes_per_second = 0;
if (results.bytes_processed > 0 && seconds > 0.0) {
bytes_per_second = (results.bytes_processed / seconds);
}
double items_per_second = 0;
if (results.items_processed > 0 && seconds > 0.0) {
items_per_second = (results.items_processed / seconds);
}
if (b.use_manual_time) {
report.real_accumulated_time = results.manual_time_used;
} else {
report.real_accumulated_time = results.real_time_used;
}
report.cpu_accumulated_time = results.cpu_time_used;
report.bytes_per_second = bytes_per_second;
report.items_per_second = items_per_second;
report.complexity_n = results.complexity_n;
report.complexity = b.complexity;
report.complexity_lambda = b.complexity_lambda;
report.statistics = b.statistics;
report.counters = results.counters;
if (memory_iterations > 0) {
report.has_memory_result = true;
report.allocs_per_iter =
memory_iterations ? static_cast<double>(memory_result.num_allocs) /
memory_iterations
: 0;
report.max_bytes_used = memory_result.max_bytes_used;
}
internal::Finish(&report.counters, results.iterations, seconds, b.threads);
}
return report;
}
// Execute one thread of benchmark b for the specified number of iterations.
// Adds the stats collected for the thread into *total.
void RunInThread(const benchmark::internal::Benchmark::Instance* b,
size_t iters, int thread_id,
internal::ThreadManager* manager) {
internal::ThreadTimer timer;
State st(iters, b->arg, thread_id, b->threads, &timer, manager);
b->benchmark->Run(st);
CHECK(st.iterations() >= st.max_iterations)
<< "Benchmark returned before State::KeepRunning() returned false!";
{
MutexLock l(manager->GetBenchmarkMutex());
internal::ThreadManager::Result& results = manager->results;
results.iterations += st.iterations();
results.cpu_time_used += timer.cpu_time_used();
results.real_time_used += timer.real_time_used();
results.manual_time_used += timer.manual_time_used();
results.bytes_processed += st.bytes_processed();
results.items_processed += st.items_processed();
results.complexity_n += st.complexity_length_n();
internal::Increment(&results.counters, st.counters);
}
manager->NotifyThreadComplete();
}
std::vector<BenchmarkReporter::Run> RunBenchmark(
const benchmark::internal::Benchmark::Instance& b,
std::vector<BenchmarkReporter::Run>* complexity_reports) {
std::vector<BenchmarkReporter::Run> reports; // return value
const bool has_explicit_iteration_count = b.iterations != 0;
size_t iters = has_explicit_iteration_count ? b.iterations : 1;
std::unique_ptr<internal::ThreadManager> manager;
std::vector<std::thread> pool(b.threads - 1);
const int repeats =
b.repetitions != 0 ? b.repetitions : FLAGS_benchmark_repetitions;
const bool report_aggregates_only =
repeats != 1 &&
(b.aggregation_report_mode == internal::ARM_Unspecified
? FLAGS_benchmark_report_aggregates_only
: b.aggregation_report_mode == internal::ARM_ReportAggregatesOnly);
for (int repetition_num = 0; repetition_num < repeats; repetition_num++) {
for (;;) {
// Try benchmark
VLOG(2) << "Running " << b.name << " for " << iters << "\n";
manager.reset(new internal::ThreadManager(b.threads));
for (std::size_t ti = 0; ti < pool.size(); ++ti) {
pool[ti] = std::thread(&RunInThread, &b, iters,
static_cast<int>(ti + 1), manager.get());
}
RunInThread(&b, iters, 0, manager.get());
manager->WaitForAllThreads();
for (std::thread& thread : pool) thread.join();
internal::ThreadManager::Result results;
{
MutexLock l(manager->GetBenchmarkMutex());
results = manager->results;
}
manager.reset();
// Adjust real/manual time stats since they were reported per thread.
results.real_time_used /= b.threads;
results.manual_time_used /= b.threads;
VLOG(2) << "Ran in " << results.cpu_time_used << "/"
<< results.real_time_used << "\n";
// Base decisions off of real time if requested by this benchmark.
double seconds = results.cpu_time_used;
if (b.use_manual_time) {
seconds = results.manual_time_used;
} else if (b.use_real_time) {
seconds = results.real_time_used;
}
const double min_time =
!IsZero(b.min_time) ? b.min_time : FLAGS_benchmark_min_time;
// clang-format off
// turn off clang-format since it mangles prettiness here
// Determine if this run should be reported; Either it has
// run for a sufficient amount of time or because an error was reported.
const bool should_report = repetition_num > 0
|| has_explicit_iteration_count // An exact iteration count was requested
|| results.has_error_
|| iters >= kMaxIterations // No chance to try again, we hit the limit.
|| seconds >= min_time // the elapsed time is large enough
// CPU time is specified but the elapsed real time greatly exceeds the
// minimum time. Note that user provided timers are except from this
// sanity check.
|| ((results.real_time_used >= 5 * min_time) && !b.use_manual_time);
// clang-format on
if (should_report) {
MemoryManager::Result memory_result;
size_t memory_iterations = 0;
if (memory_manager != nullptr) {
// Only run a few iterations to reduce the impact of one-time
// allocations in benchmarks that are not properly managed.
memory_iterations = std::min<size_t>(16, iters);
memory_manager->Start();
manager.reset(new internal::ThreadManager(1));
RunInThread(&b, memory_iterations, 0, manager.get());
manager->WaitForAllThreads();
manager.reset();
memory_manager->Stop(&memory_result);
}
BenchmarkReporter::Run report = CreateRunReport(
b, results, memory_iterations, memory_result, seconds);
if (!report.error_occurred && b.complexity != oNone)
complexity_reports->push_back(report);
reports.push_back(report);
break;
}
// See how much iterations should be increased by
// Note: Avoid division by zero with max(seconds, 1ns).
double multiplier = min_time * 1.4 / std::max(seconds, 1e-9);
// If our last run was at least 10% of FLAGS_benchmark_min_time then we
// use the multiplier directly. Otherwise we use at most 10 times
// expansion.
// NOTE: When the last run was at least 10% of the min time the max
// expansion should be 14x.
bool is_significant = (seconds / min_time) > 0.1;
multiplier = is_significant ? multiplier : std::min(10.0, multiplier);
if (multiplier <= 1.0) multiplier = 2.0;
double next_iters = std::max(multiplier * iters, iters + 1.0);
if (next_iters > kMaxIterations) {
next_iters = kMaxIterations;
}
VLOG(3) << "Next iters: " << next_iters << ", " << multiplier << "\n";
iters = static_cast<int>(next_iters + 0.5);
}
}
// Calculate additional statistics
auto stat_reports = ComputeStats(reports);
if ((b.complexity != oNone) && b.last_benchmark_instance) {
auto additional_run_stats = ComputeBigO(*complexity_reports);
stat_reports.insert(stat_reports.end(), additional_run_stats.begin(),
additional_run_stats.end());
complexity_reports->clear();
}
if (report_aggregates_only) reports.clear();
reports.insert(reports.end(), stat_reports.begin(), stat_reports.end());
return reports;
}
} // namespace
} // namespace internal
State::State(size_t max_iters, const std::vector<int64_t>& ranges, int thread_i,
int n_threads, internal::ThreadTimer* timer,
internal::ThreadManager* manager)
: total_iterations_(0),
batch_leftover_(0),
max_iterations(max_iters),
started_(false),
finished_(false),
error_occurred_(false),
range_(ranges),
bytes_processed_(0),
items_processed_(0),
complexity_n_(0),
counters(),
thread_index(thread_i),
threads(n_threads),
timer_(timer),
manager_(manager) {
CHECK(max_iterations != 0) << "At least one iteration must be run";
CHECK_LT(thread_index, threads) << "thread_index must be less than threads";
// Note: The use of offsetof below is technically undefined until C++17
// because State is not a standard layout type. However, all compilers
// currently provide well-defined behavior as an extension (which is
// demonstrated since constexpr evaluation must diagnose all undefined
// behavior). However, GCC and Clang also warn about this use of offsetof,
// which must be suppressed.
#if defined(__INTEL_COMPILER)
#pragma warning push
#pragma warning(disable:1875)
#elif defined(__GNUC__)
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Winvalid-offsetof"
#endif
// Offset tests to ensure commonly accessed data is on the first cache line.
const int cache_line_size = 64;
static_assert(offsetof(State, error_occurred_) <=
(cache_line_size - sizeof(error_occurred_)),
"");
#if defined(__INTEL_COMPILER)
#pragma warning pop
#elif defined(__GNUC__)
#pragma GCC diagnostic pop
#endif
}
void State::PauseTiming() {
// Add in time accumulated so far
CHECK(started_ && !finished_ && !error_occurred_);
timer_->StopTimer();
}
void State::ResumeTiming() {
CHECK(started_ && !finished_ && !error_occurred_);
timer_->StartTimer();
}
void State::SkipWithError(const char* msg) {
CHECK(msg);
error_occurred_ = true;
{
MutexLock l(manager_->GetBenchmarkMutex());
if (manager_->results.has_error_ == false) {
manager_->results.error_message_ = msg;
manager_->results.has_error_ = true;
}
}
total_iterations_ = 0;
if (timer_->running()) timer_->StopTimer();
}
void State::SetIterationTime(double seconds) {
timer_->SetIterationTime(seconds);
}
void State::SetLabel(const char* label) {
MutexLock l(manager_->GetBenchmarkMutex());
manager_->results.report_label_ = label;
}
void State::StartKeepRunning() {
CHECK(!started_ && !finished_);
started_ = true;
total_iterations_ = error_occurred_ ? 0 : max_iterations;
manager_->StartStopBarrier();
if (!error_occurred_) ResumeTiming();
}
void State::FinishKeepRunning() {
CHECK(started_ && (!finished_ || error_occurred_));
if (!error_occurred_) {
PauseTiming();
}
// Total iterations has now wrapped around past 0. Fix this.
total_iterations_ = 0;
finished_ = true;
manager_->StartStopBarrier();
}
namespace internal {
namespace {
void RunBenchmarks(const std::vector<Benchmark::Instance>& benchmarks,
BenchmarkReporter* display_reporter,
BenchmarkReporter* file_reporter) {
// Note the file_reporter can be null.
CHECK(display_reporter != nullptr);
// Determine the width of the name field using a minimum width of 10.
bool has_repetitions = FLAGS_benchmark_repetitions > 1;
size_t name_field_width = 10;
size_t stat_field_width = 0;
for (const Benchmark::Instance& benchmark : benchmarks) {
name_field_width =
std::max<size_t>(name_field_width, benchmark.name.size());
has_repetitions |= benchmark.repetitions > 1;
for (const auto& Stat : *benchmark.statistics)
stat_field_width = std::max<size_t>(stat_field_width, Stat.name_.size());
}
if (has_repetitions) name_field_width += 1 + stat_field_width;
// Print header here
BenchmarkReporter::Context context;
context.name_field_width = name_field_width;
// Keep track of running times of all instances of current benchmark
std::vector<BenchmarkReporter::Run> complexity_reports;
// We flush streams after invoking reporter methods that write to them. This
// ensures users get timely updates even when streams are not line-buffered.
auto flushStreams = [](BenchmarkReporter* reporter) {
if (!reporter) return;
std::flush(reporter->GetOutputStream());
std::flush(reporter->GetErrorStream());
};
if (display_reporter->ReportContext(context) &&
(!file_reporter || file_reporter->ReportContext(context))) {
flushStreams(display_reporter);
flushStreams(file_reporter);
for (const auto& benchmark : benchmarks) {
std::vector<BenchmarkReporter::Run> reports =
RunBenchmark(benchmark, &complexity_reports);
display_reporter->ReportRuns(reports);
if (file_reporter) file_reporter->ReportRuns(reports);
flushStreams(display_reporter);
flushStreams(file_reporter);
}
}
display_reporter->Finalize();
if (file_reporter) file_reporter->Finalize();
flushStreams(display_reporter);
flushStreams(file_reporter);
}
std::unique_ptr<BenchmarkReporter> CreateReporter(
std::string const& name, ConsoleReporter::OutputOptions output_opts) {
typedef std::unique_ptr<BenchmarkReporter> PtrType;
if (name == "console") {
return PtrType(new ConsoleReporter(output_opts));
} else if (name == "json") {
return PtrType(new JSONReporter);
} else if (name == "csv") {
return PtrType(new CSVReporter);
} else {
std::cerr << "Unexpected format: '" << name << "'\n";
std::exit(1);
}
}
} // end namespace
bool IsZero(double n) {
return std::abs(n) < std::numeric_limits<double>::epsilon();
}
ConsoleReporter::OutputOptions GetOutputOptions(bool force_no_color) {
int output_opts = ConsoleReporter::OO_Defaults;
if ((FLAGS_benchmark_color == "auto" && IsColorTerminal()) ||
IsTruthyFlagValue(FLAGS_benchmark_color)) {
output_opts |= ConsoleReporter::OO_Color;
} else {
output_opts &= ~ConsoleReporter::OO_Color;
}
if (force_no_color) {
output_opts &= ~ConsoleReporter::OO_Color;
}
if (FLAGS_benchmark_counters_tabular) {
output_opts |= ConsoleReporter::OO_Tabular;
} else {
output_opts &= ~ConsoleReporter::OO_Tabular;
}
return static_cast<ConsoleReporter::OutputOptions>(output_opts);
}
} // end namespace internal
size_t RunSpecifiedBenchmarks() {
return RunSpecifiedBenchmarks(nullptr, nullptr);
}
size_t RunSpecifiedBenchmarks(BenchmarkReporter* display_reporter) {
return RunSpecifiedBenchmarks(display_reporter, nullptr);
}
size_t RunSpecifiedBenchmarks(BenchmarkReporter* display_reporter,
BenchmarkReporter* file_reporter) {
std::string spec = FLAGS_benchmark_filter;
if (spec.empty() || spec == "all")
spec = "."; // Regexp that matches all benchmarks
// Setup the reporters
std::ofstream output_file;
std::unique_ptr<BenchmarkReporter> default_display_reporter;
std::unique_ptr<BenchmarkReporter> default_file_reporter;
if (!display_reporter) {
default_display_reporter = internal::CreateReporter(
FLAGS_benchmark_format, internal::GetOutputOptions());
display_reporter = default_display_reporter.get();
}
auto& Out = display_reporter->GetOutputStream();
auto& Err = display_reporter->GetErrorStream();
std::string const& fname = FLAGS_benchmark_out;
if (fname.empty() && file_reporter) {
Err << "A custom file reporter was provided but "
"--benchmark_out=<file> was not specified."
<< std::endl;
std::exit(1);
}
if (!fname.empty()) {
output_file.open(fname);
if (!output_file.is_open()) {
Err << "invalid file name: '" << fname << std::endl;
std::exit(1);
}
if (!file_reporter) {
default_file_reporter = internal::CreateReporter(
FLAGS_benchmark_out_format, ConsoleReporter::OO_None);
file_reporter = default_file_reporter.get();
}
file_reporter->SetOutputStream(&output_file);
file_reporter->SetErrorStream(&output_file);
}
std::vector<internal::Benchmark::Instance> benchmarks;
if (!FindBenchmarksInternal(spec, &benchmarks, &Err)) return 0;
if (benchmarks.empty()) {
Err << "Failed to match any benchmarks against regex: " << spec << "\n";
return 0;
}
if (FLAGS_benchmark_list_tests) {
for (auto const& benchmark : benchmarks) Out << benchmark.name << "\n";
} else {
internal::RunBenchmarks(benchmarks, display_reporter, file_reporter);
}
return benchmarks.size();
}
void RegisterMemoryManager(MemoryManager* manager) { memory_manager = manager; }
namespace internal {
void PrintUsageAndExit() {
fprintf(stdout,
"benchmark"
" [--benchmark_list_tests={true|false}]\n"
" [--benchmark_filter=<regex>]\n"
" [--benchmark_min_time=<min_time>]\n"
" [--benchmark_repetitions=<num_repetitions>]\n"
" [--benchmark_report_aggregates_only={true|false}\n"
" [--benchmark_format=<console|json|csv>]\n"
" [--benchmark_out=<filename>]\n"
" [--benchmark_out_format=<json|console|csv>]\n"
" [--benchmark_color={auto|true|false}]\n"
" [--benchmark_counters_tabular={true|false}]\n"
" [--v=<verbosity>]\n");
exit(0);
}
void ParseCommandLineFlags(int* argc, char** argv) {
using namespace benchmark;
BenchmarkReporter::Context::executable_name =
(argc && *argc > 0) ? argv[0] : "unknown";
for (int i = 1; i < *argc; ++i) {
if (ParseBoolFlag(argv[i], "benchmark_list_tests",
&FLAGS_benchmark_list_tests) ||
ParseStringFlag(argv[i], "benchmark_filter", &FLAGS_benchmark_filter) ||
ParseDoubleFlag(argv[i], "benchmark_min_time",
&FLAGS_benchmark_min_time) ||
ParseInt32Flag(argv[i], "benchmark_repetitions",
&FLAGS_benchmark_repetitions) ||
ParseBoolFlag(argv[i], "benchmark_report_aggregates_only",
&FLAGS_benchmark_report_aggregates_only) ||
ParseStringFlag(argv[i], "benchmark_format", &FLAGS_benchmark_format) ||
ParseStringFlag(argv[i], "benchmark_out", &FLAGS_benchmark_out) ||
ParseStringFlag(argv[i], "benchmark_out_format",
&FLAGS_benchmark_out_format) ||
ParseStringFlag(argv[i], "benchmark_color", &FLAGS_benchmark_color) ||
// "color_print" is the deprecated name for "benchmark_color".
// TODO: Remove this.
ParseStringFlag(argv[i], "color_print", &FLAGS_benchmark_color) ||
ParseBoolFlag(argv[i], "benchmark_counters_tabular",
&FLAGS_benchmark_counters_tabular) ||
ParseInt32Flag(argv[i], "v", &FLAGS_v)) {
for (int j = i; j != *argc - 1; ++j) argv[j] = argv[j + 1];
--(*argc);
--i;
} else if (IsFlag(argv[i], "help")) {
PrintUsageAndExit();
}
}
for (auto const* flag :
{&FLAGS_benchmark_format, &FLAGS_benchmark_out_format})
if (*flag != "console" && *flag != "json" && *flag != "csv") {
PrintUsageAndExit();
}
if (FLAGS_benchmark_color.empty()) {
PrintUsageAndExit();
}
}
int InitializeStreams() {
static std::ios_base::Init init;
return 0;
}
} // end namespace internal
void Initialize(int* argc, char** argv) {
internal::ParseCommandLineFlags(argc, argv);
internal::LogLevel() = FLAGS_v;
}
bool ReportUnrecognizedArguments(int argc, char** argv) {
for (int i = 1; i < argc; ++i) {
fprintf(stderr, "%s: error: unrecognized command-line flag: %s\n", argv[0],
argv[i]);
}
return argc > 1;
}
} // end namespace benchmark