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diff --git a/third_party/immer/tools/include/nonius.h++ b/third_party/immer/tools/include/nonius.h++ new file mode 100644 index 000000000000..2fb3758dd800 --- /dev/null +++ b/third_party/immer/tools/include/nonius.h++ @@ -0,0 +1,4292 @@ +// Nonius - C++ benchmarking tool +// +// Written in 2014 by Martinho Fernandes <martinho.fernandes@gmail.com> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// This file was automatically generated on 2017-07-26T10:25:52.043838Z +// Do not edit it directly + +#ifndef NONIUS_SINGLE_INCLUDE_HPP +#define NONIUS_SINGLE_INCLUDE_HPP + +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Single header root + +// #included from: nonius.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Main header + +#ifndef NONIUS_HPP +#define NONIUS_HPP + +// #included from: clock.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Clocks + +#define NONIUS_CLOCK_HPP + +// #included from: detail/compiler.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Compiler detection macros + +#define NONIUS_DETAIL_COMPILER_HPP + +#if defined(__clang__) +# define NONIUS_CLANG (__clang_major__ * 10000 + __clang_minor__ * 100 + __clang_patchlevel__) +#elif defined(__GNUC__) +# define NONIUS_GCC (__GNUC__ * 10000 + __GNUC_MINOR__ * 100 + __GNUC_PATCHLEVEL__) +#elif defined(_MSC_VER) +# define NONIUS_MSVC _MSC_VER +#endif + +// MSVC <chrono> is borken and had little to no testing done before shipping (Dev14/VS15 CTP fixes it) +#if defined(NONIUS_MSVC) && NONIUS_MSVC < 1900 +# ifndef NONIUS_USE_BOOST_CHRONO +# define NONIUS_USE_BOOST_CHRONO +# endif +#endif + +#ifdef NONIUS_USE_BOOST_CHRONO +# include <boost/chrono.hpp> +#else +# include <chrono> +# include <ratio> +#endif + +namespace nonius { +#ifdef NONIUS_USE_BOOST_CHRONO + namespace chrono = boost::chrono; + template <unsigned Num, unsigned Den = 1> + using ratio = boost::ratio<Num, Den>; +#else + namespace chrono = std::chrono; + template <unsigned Num, unsigned Den = 1> + using ratio = std::ratio<Num, Den>; +#endif + using milli = ratio<1, 1000>; + using micro = ratio<1, 1000000>; + using nano = ratio<1, 1000000000>; + + template <typename Clock> + using Duration = typename Clock::duration; + template <typename Clock> + using FloatDuration = chrono::duration<double, typename Clock::period>; + + template <typename Clock> + using TimePoint = typename Clock::time_point; + + using default_clock = chrono::high_resolution_clock; + + template <typename Clock> + struct now { + TimePoint<Clock> operator()() const { + return Clock::now(); + } + }; + + using fp_seconds = chrono::duration<double, ratio<1>>; +} // namespace nonius + +// #included from: benchmark.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Benchmark + +#define NONIUS_BENCHMARK_HPP + +// #included from: configuration.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Run configuration + +#define NONIUS_CONFIGURATION_HPP + +// #included from: param.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014 by Martinho Fernandes <martinho.fernandes@gmail.com> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// User-facing param + +#define NONIUS_PARAM_HPP + +// #included from: detail/meta.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014 by Martinho Fernandes <martinho.fernandes@gmail.com> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Invoke with a special case for void + +#define NONIUS_META_HPP + +#include <type_traits> +#include <utility> + +namespace nonius { + namespace detail { + template <typename> struct true_given : std::true_type {}; + struct is_callable_tester { + template <typename Fun, typename... Args> + true_given<decltype(std::declval<Fun>()(std::declval<Args>()...))> static test(int); + template <typename...> + std::false_type static test(...); + }; + template <typename T> + struct is_callable; + template <typename Fun, typename... Args> + struct is_callable<Fun(Args...)> : decltype(is_callable_tester::test<Fun, Args...>(0)) {}; + } // namespace detail +} // namespace nonius + +// #included from: detail/noexcept.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Cross-compiler noexcept support + +#define NONIUS_DETAIL_NOEXCEPT_HPP + +#if defined(NONIUS_MSVC) && NONIUS_MSVC < 1900 +# define NONIUS_NOEXCEPT +#else +# define NONIUS_NOEXCEPT noexcept +#endif + +#include <boost/lexical_cast.hpp> +#include <unordered_map> +#include <typeinfo> +#include <memory> + +namespace nonius { + +struct param_bad_operation : std::exception { + char const* what() const NONIUS_NOEXCEPT override { + return "operation not supported for this parameter type"; + } +}; + +namespace detail { + +struct eq_fn { + template <typename T> + auto operator() (T x, T y) -> decltype(x == y) { return x == y; } +}; + +struct plus_fn { + template <typename T> + auto operator() (T x, T y) -> decltype(x + y) { return x + y; } +}; + +struct mult_fn { + template <typename T> + auto operator() (T x, T y) -> decltype(x * y) { return x * y; } +}; + +} // namespace detail + +class param { + struct interface { + virtual ~interface() = default; + virtual std::istream& pull(std::istream&) = 0; + virtual std::ostream& push(std::ostream&) const = 0; + virtual bool eq(param const&) const = 0; + virtual param plus(param const&) const = 0; + virtual param mult(param const&) const = 0; + virtual param clone() const = 0; + }; + + template <typename T> + struct model : interface { + T value; + + model(T v) : value(std::move(v)) {} + std::istream& pull(std::istream& is) override { is >> value; return is; } + std::ostream& push(std::ostream& os) const override { os << value; return os; } + bool eq(param const& y) const override { return operate<bool>(detail::eq_fn{}, value, y.as<T>()); } + param plus(param const& y) const override { return operate<T>(detail::plus_fn{}, value, y.as<T>()); } + param mult(param const& y) const override { return operate<T>(detail::mult_fn{}, value, y.as<T>()); } + param clone() const override { return value; } + + template <typename R, typename Op, typename ...Args> + auto operate(Op&& op, Args&& ...xs) const + -> typename std::enable_if<detail::is_callable<Op&&(Args&&...)>::value, R>::type { + return std::forward<Op>(op)(std::forward<Args>(xs)...); + } + + template <typename R, typename Op, typename ...Args> + auto operate(Op&&, Args&&...) const + -> typename std::enable_if<!detail::is_callable<Op&&(Args&&...)>::value, R>::type { + throw param_bad_operation{}; + } + }; + +public: + template <typename T, + typename std::enable_if<!std::is_base_of<param, typename std::decay<T>::type>::value, int>::type = 0> + param(T&& v) + : impl_(new model<typename std::decay<T>::type>{std::forward<T>(v)}) {} + + template <typename T> + const T& as() const& { return dynamic_cast<model<T> const&>(*impl_).value; } + + friend std::istream& operator>>(std::istream& is, param& x) { x.writable_(); return x.impl_->pull(is); } + friend std::ostream& operator<<(std::ostream& os, const param& x) { return x.impl_->push(os); } + friend param operator+(const param& x, const param& y) { return x.impl_->plus(y); } + friend param operator*(const param& x, const param& y) { return x.impl_->mult(y); } + friend bool operator==(const param& x, const param& y) { return x.impl_->eq(y); } + + param parse(std::string const& s) const { + auto ss = std::stringstream{s}; + auto cpy = *this; + ss.exceptions(std::ios::failbit); + ss >> cpy; + return cpy; + } + +private: + void writable_() { + if (impl_.use_count() > 1) { + } + } + + std::shared_ptr<interface> impl_; +}; + +struct parameters : std::unordered_map<std::string, param> { + using base_t = std::unordered_map<std::string, param>; + using base_t::base_t; + + template <typename Tag> + auto get() const -> typename Tag::type { + return at(Tag::name()).template as<typename Tag::type>(); + } + + parameters merged(parameters m) const& { + m.insert(begin(), end()); + return m; + } + parameters merged(parameters m) && { + m.insert(std::make_move_iterator(begin()), std::make_move_iterator(end())); + return m; + } + + friend std::ostream& operator<< (std::ostream& os, const parameters& m) { + for(auto&& p : m) os << " " << p.first << " = " << p.second << "\n"; + return os; + } +}; + +struct param_registry { + parameters const& defaults() const { return defaults_; } + void add(std::string name, param v) { defaults_.emplace(name, v); } + void remove(std::string name) { defaults_.erase(name); } + +private: + parameters defaults_; +}; + +inline param_registry& global_param_registry() { + static param_registry instance; + return instance; +} + +template <typename Tag> +struct param_declaration { + using type = typename Tag::type; + param_registry& registry; + + param_declaration(type v, param_registry& r = global_param_registry()) + : registry{r} + { + r.add(Tag::name(), param{type{v}}); + } +}; + +template <typename Tag> +struct scoped_param_declaration : param_declaration<Tag> { + using param_declaration<Tag>::param_declaration; + + ~scoped_param_declaration() { + this->registry.remove(Tag::name()); + } +}; + +} /* namespace nonius */ + +#define NONIUS_PARAM(name_, ...) \ + namespace { \ + struct name_ { \ + using type = decltype(__VA_ARGS__); \ + static const char* name() { return #name_; } \ + }; \ + static auto NONIUS_DETAIL_UNIQUE_NAME(param_declaration) = \ + ::nonius::param_declaration<name_>{ (__VA_ARGS__) }; \ + } \ + // + +#include <boost/optional.hpp> +#include <string> +#include <vector> + +namespace nonius { + struct run_configuration { + std::string name; + std::string op; + param init; + param step; + std::size_t count; + }; + + struct param_configuration { + parameters map; + boost::optional<run_configuration> run; + }; + + struct configuration { + public: + int samples = 100; + double confidence_interval = 0.95; + int resamples = 100000; + std::string title = "benchmarks"; + std::string output_file; + std::string reporter; + std::string filter_pattern = ".*"; + bool list_benchmarks = false; + bool list_params = false; + bool list_reporters = false; + bool no_analysis = false; + bool verbose = false; + bool summary = false; + bool help = false; + param_configuration params; + }; +} // namespace nonius + +// #included from: environment.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Environment information + +#define NONIUS_ENVIRONMENT_HPP + +// #included from: outlier_classification.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Outlier information + +#define NONIUS_OUTLIERS_HPP + +namespace nonius { + struct outlier_classification { + int samples_seen = 0; + int low_severe = 0; // more than 3 times IQR below Q1 + int low_mild = 0; // 1.5 to 3 times IQR below Q1 + int high_mild = 0; // 1.5 to 3 times IQR above Q3 + int high_severe = 0; // more than 3 times IQR above Q3 + + int total() const { + return low_severe + low_mild + high_mild + high_severe; + } + }; +} // namespace nonius + +namespace nonius { + template <typename Duration> + struct environment_estimate { + Duration mean; + outlier_classification outliers; + + template <typename Duration2> + operator environment_estimate<Duration2>() const { + return { mean, outliers }; + } + }; + template <typename Clock> + struct environment { + using clock_type = Clock; + environment_estimate<FloatDuration<Clock>> clock_resolution; + environment_estimate<FloatDuration<Clock>> clock_cost; + //estimate function_cost; + }; +} // namespace nonius + +// #included from: execution_plan.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Execution plan + +#define NONIUS_EXECUTION_PLAN_HPP + +// #included from: optimizer.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2016 by Martinho Fernandes <rmf@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Hinting the optimizer + +#define NONIUS_OPTIMIZER_HPP + +#if defined(NONIUS_MSVC) +# include <atomic> // atomic_thread_fence +#endif + +namespace nonius { +#if defined(NONIUS_GCC) || defined(NONIUS_CLANG) + template <typename T> + inline void keep_memory(T* p) { + asm volatile("" : : "g"(p) : "memory"); + } + inline void keep_memory() { + asm volatile("" : : : "memory"); + } + + namespace detail { + inline void optimizer_barrier() { keep_memory(); } + } // namespace detail +#elif defined(NONIUS_MSVC) + +#pragma optimize("", off) + template <typename T> + inline void keep_memory(T* p) { + // thanks @milleniumbug + } + // TODO equivalent keep_memory() +#pragma optimize("", on) + + namespace detail { + inline void optimizer_barrier() { + std::atomic_thread_fence(std::memory_order_seq_cst); + } + } // namespace detail + +#endif +} // namespace nonius + +// #included from: detail/benchmark_function.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Dumb std::function implementation for consistent call overhead + +#define NONIUS_DETAIL_BENCHMARK_FUNCTION_HPP + +// #included from: chronometer.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// User-facing chronometer + +#define NONIUS_CHRONOMETER_HPP + +// #included from: detail/complete_invoke.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Invoke with a special case for void + +#define NONIUS_DETAIL_COMPLETE_INVOKE_HPP + +#include <type_traits> +#include <utility> + +namespace nonius { + namespace detail { + template <typename T> + struct complete_type { using type = T; }; + template <> + struct complete_type<void> { struct type {}; }; + + template <typename T> + using CompleteType = typename complete_type<T>::type; + + template <typename Result> + struct complete_invoker { + template <typename Fun, typename... Args> + static Result invoke(Fun&& fun, Args&&... args) { + return std::forward<Fun>(fun)(std::forward<Args>(args)...); + } + }; + template <> + struct complete_invoker<void> { + template <typename Fun, typename... Args> + static CompleteType<void> invoke(Fun&& fun, Args&&... args) { + std::forward<Fun>(fun)(std::forward<Args>(args)...); + return {}; + } + }; + template <typename Sig> + using ResultOf = typename std::result_of<Sig>::type; + + // invoke and not return void :( + template <typename Fun, typename... Args> + CompleteType<ResultOf<Fun(Args...)>> complete_invoke(Fun&& fun, Args&&... args) { + return complete_invoker<ResultOf<Fun(Args...)>>::invoke(std::forward<Fun>(fun), std::forward<Args>(args)...); + } + } // namespace detail +} // namespace nonius + +#include <boost/lexical_cast.hpp> + +namespace nonius { + namespace detail { + struct chronometer_concept { + virtual void start() = 0; + virtual void finish() = 0; + virtual ~chronometer_concept() = default; + }; + template <typename Clock> + struct chronometer_model final : public chronometer_concept { + void start() override { started = Clock::now(); } + void finish() override { finished = Clock::now(); } + + Duration<Clock> elapsed() const { return finished - started; } + + TimePoint<Clock> started; + TimePoint<Clock> finished; + }; + } // namespace detail + + struct chronometer { + public: + template <typename Fun> + void measure(Fun&& fun) { measure(std::forward<Fun>(fun), detail::is_callable<Fun(int)>()); } + + int runs() const { return k; } + + chronometer(detail::chronometer_concept& meter, int k, const parameters& p) + : impl(&meter) + , k(k) + , params(&p) + {} + + template <typename Tag> + auto param() const -> typename Tag::type { + return params->get<Tag>(); + } + + private: + template <typename Fun> + void measure(Fun&& fun, std::false_type) { + measure([&fun](int) { fun(); }); + } + template <typename Fun> + void measure(Fun&& fun, std::true_type) { + impl->start(); + for(int i = 0; i < k; ++i) fun(i); + impl->finish(); + } + + detail::chronometer_concept* impl; + int k; + const parameters* params; + }; +} // namespace nonius + +#include <type_traits> +#include <utility> +#include <memory> + +namespace nonius { + namespace detail { + template <typename T> + using Decay = typename std::decay<T>::type; + template <typename T, typename U> + struct is_related + : std::is_same<Decay<T>, Decay<U>> {}; + + /// We need to reinvent std::function because every piece of code that might add overhead + /// in a measurement context needs to have consistent performance characteristics so that we + /// can account for it in the measurement. + /// Implementations of std::function with optimizations that aren't always applicable, like + /// small buffer optimizations, are not uncommon. + /// This is effectively an implementation of std::function without any such optimizations; + /// it may be slow, but it is consistently slow. + struct benchmark_function { + private: + struct concept { + virtual benchmark_function call(parameters params) const = 0; + virtual void call(chronometer meter) const = 0; + virtual concept* clone() const = 0; + virtual ~concept() = default; + }; + template <typename Fun> + struct model : public concept { + model(Fun&& fun) : fun(std::move(fun)) {} + model(Fun const& fun) : fun(fun) {} + + model<Fun>* clone() const override { return new model<Fun>(*this); } + + benchmark_function call(parameters params) const override { + return call(params, is_callable<Fun(parameters)>()); + } + benchmark_function call(parameters params, std::true_type) const { + return fun(params); + } + benchmark_function call(parameters, std::false_type) const { + return this->clone(); + } + + void call(chronometer meter) const override { + call(meter, is_callable<Fun(chronometer)>(), is_callable<Fun(parameters)>()); + } + void call(chronometer meter, std::true_type, std::false_type) const { + fun(meter); + } + void call(chronometer meter, std::false_type, std::false_type) const { + meter.measure(fun); + } + template <typename T> + void call(chronometer, T, std::true_type) const { + // the function should be prepared first + assert(false); + } + + Fun fun; + }; + + struct do_nothing { void operator()() const {} }; + + template <typename T> + benchmark_function(model<T>* c) : f(c) {} + + public: + benchmark_function() + : f(new model<do_nothing>{{}}) + {} + + template <typename Fun, + typename std::enable_if<!is_related<Fun, benchmark_function>::value, int>::type = 0> + benchmark_function(Fun&& fun) + : f(new model<typename std::decay<Fun>::type>(std::forward<Fun>(fun))) {} + + benchmark_function(benchmark_function&& that) + : f(std::move(that.f)) {} + + benchmark_function(benchmark_function const& that) + : f(that.f->clone()) {} + + benchmark_function& operator=(benchmark_function&& that) { + f = std::move(that.f); + return *this; + } + + benchmark_function& operator=(benchmark_function const& that) { + f.reset(that.f->clone()); + return *this; + } + + benchmark_function operator()(parameters params) const { return f->call(params); } + void operator()(chronometer meter) const { f->call(meter); } + private: + std::unique_ptr<concept> f; + }; + } // namespace detail +} // namespace nonius + +// #included from: detail/repeat.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// repeat algorithm + +#define NONIUS_DETAIL_REPEAT_HPP + +#include <type_traits> +#include <utility> + +namespace nonius { + namespace detail { + template <typename Fun> + struct repeater { + void operator()(int k) const { + for(int i = 0; i < k; ++i) { + fun(); + } + } + Fun fun; + }; + template <typename Fun> + repeater<typename std::decay<Fun>::type> repeat(Fun&& fun) { + return { std::forward<Fun>(fun) }; + } + } // namespace detail +} // namespace nonius + +// #included from: detail/run_for_at_least.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Run a function for a minimum amount of time + +#define NONIUS_RUN_FOR_AT_LEAST_HPP + +// #included from: detail/measure.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Measure + +#define NONIUS_DETAIL_MEASURE_HPP + +// #included from: detail/timing.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Timing + +#define NONIUS_DETAIL_TIMING_HPP + +#include <tuple> +#include <type_traits> + +namespace nonius { + template <typename Duration, typename Result> + struct timing { + Duration elapsed; + Result result; + int iterations; + }; + template <typename Clock, typename Sig> + using TimingOf = timing<Duration<Clock>, detail::CompleteType<detail::ResultOf<Sig>>>; +} // namespace nonius + +#include <utility> + +namespace nonius { + namespace detail { + template <typename Clock, typename Fun, typename... Args> + TimingOf<Clock, Fun(Args...)> measure(Fun&& fun, Args&&... args) { + auto start = Clock::now(); + auto&& r = detail::complete_invoke(fun, std::forward<Args>(args)...); + auto end = Clock::now(); + auto delta = end - start; + return { delta, std::forward<decltype(r)>(r), 1 }; + } + } // namespace detail +} // namespace nonius + +#include <utility> +#include <type_traits> + +namespace nonius { + namespace detail { + template <typename Clock, typename Fun> + TimingOf<Clock, Fun(int)> measure_one(Fun&& fun, int iters, const parameters&, std::false_type) { + return detail::measure<Clock>(fun, iters); + } + template <typename Clock, typename Fun> + TimingOf<Clock, Fun(chronometer)> measure_one(Fun&& fun, int iters, const parameters& params, std::true_type) { + detail::chronometer_model<Clock> meter; + auto&& result = detail::complete_invoke(fun, chronometer(meter, iters, params)); + + return { meter.elapsed(), std::move(result), iters }; + } + + template <typename Clock, typename Fun> + using run_for_at_least_argument_t = typename std::conditional<detail::is_callable<Fun(chronometer)>::value, chronometer, int>::type; + + struct optimized_away_error : std::exception { + const char* what() const NONIUS_NOEXCEPT override { + return "could not measure benchmark, maybe it was optimized away"; + } + }; + + template <typename Clock, typename Fun> + TimingOf<Clock, Fun(run_for_at_least_argument_t<Clock, Fun>)> run_for_at_least(const parameters& params, Duration<Clock> how_long, int seed, Fun&& fun) { + auto iters = seed; + while(iters < (1 << 30)) { + auto&& timing = measure_one<Clock>(fun, iters, params, detail::is_callable<Fun(chronometer)>()); + + if(timing.elapsed >= how_long) { + return { timing.elapsed, std::move(timing.result), iters }; + } + iters *= 2; + } + throw optimized_away_error{}; + } + } // namespace detail +} // namespace nonius + +namespace nonius { + template <typename Duration> + struct execution_plan { + int iterations_per_sample; + Duration estimated_duration; + parameters params; + detail::benchmark_function benchmark; + Duration warmup_time; + int warmup_iterations; + + template <typename Duration2> + operator execution_plan<Duration2>() const { + return { iterations_per_sample, estimated_duration, params, benchmark, warmup_time, warmup_iterations }; + } + + template <typename Clock> + std::vector<FloatDuration<Clock>> run(configuration cfg, environment<FloatDuration<Clock>> env) const { + // warmup a bit + detail::run_for_at_least<Clock>(params, chrono::duration_cast<nonius::Duration<Clock>>(warmup_time), warmup_iterations, detail::repeat(now<Clock>{})); + + std::vector<FloatDuration<Clock>> times; + times.reserve(cfg.samples); + std::generate_n(std::back_inserter(times), cfg.samples, [this, env]{ + detail::chronometer_model<Clock> model; + detail::optimizer_barrier(); + this->benchmark(chronometer(model, iterations_per_sample, params)); + detail::optimizer_barrier(); + auto sample_time = model.elapsed() - env.clock_cost.mean; + if(sample_time < FloatDuration<Clock>::zero()) sample_time = FloatDuration<Clock>::zero(); + return sample_time / iterations_per_sample; + }); + return times; + } + }; +} // namespace nonius + +// #included from: detail/unique_name.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Unique name generator macro + +#define NONIUS_DETAIL_UNIQUE_NAME_HPP + +#define NONIUS_DETAIL_UNIQUE_NAME_LINE_CAT(name, id) NONIUS_ ## name ## _ ## id +#define NONIUS_DETAIL_UNIQUE_NAME_LINE(name, id) NONIUS_DETAIL_UNIQUE_NAME_LINE_CAT(name, id) +#ifdef __COUNTER__ +#define NONIUS_DETAIL_UNIQUE_NAME(name) NONIUS_DETAIL_UNIQUE_NAME_LINE(name, __COUNTER__) +#else // __COUNTER__ +#define NONIUS_DETAIL_UNIQUE_NAME(name) NONIUS_DETAIL_UNIQUE_NAME_LINE(name, __LINE__) +#endif // __COUNTER__ + +#include <algorithm> +#include <functional> +#include <string> +#include <vector> +#include <cmath> + +namespace nonius { + namespace detail { + const auto warmup_iterations = 10000; + const auto warmup_time = chrono::milliseconds(100); + const auto minimum_ticks = 1000; + } // namespace detail + + struct benchmark { + benchmark(std::string name, detail::benchmark_function fun) + : name(std::move(name)), fun(std::move(fun)) {} + + template <typename Clock> + execution_plan<FloatDuration<Clock>> prepare(configuration cfg, parameters params, environment<FloatDuration<Clock>> env) const { + auto bench = fun(params); + auto min_time = env.clock_resolution.mean * detail::minimum_ticks; + auto run_time = std::max(min_time, chrono::duration_cast<decltype(min_time)>(detail::warmup_time)); + auto&& test = detail::run_for_at_least<Clock>(params, chrono::duration_cast<Duration<Clock>>(run_time), 1, bench); + int new_iters = static_cast<int>(std::ceil(min_time * test.iterations / test.elapsed)); + return { new_iters, test.elapsed / test.iterations * new_iters * cfg.samples, params, bench, chrono::duration_cast<FloatDuration<Clock>>(detail::warmup_time), detail::warmup_iterations }; + } + + std::string name; + detail::benchmark_function fun; + }; + + using benchmark_registry = std::vector<benchmark>; + + inline benchmark_registry& global_benchmark_registry() { + static benchmark_registry registry; + return registry; + } + + struct benchmark_registrar { + template <typename Fun> + benchmark_registrar(benchmark_registry& registry, std::string name, Fun&& registrant) { + registry.emplace_back(std::move(name), std::forward<Fun>(registrant)); + } + }; +} // namespace nonius + +#define NONIUS_BENCHMARK(name, ...) \ + namespace { static ::nonius::benchmark_registrar NONIUS_DETAIL_UNIQUE_NAME(benchmark_registrar) (::nonius::global_benchmark_registry(), name, __VA_ARGS__); } + +// #included from: constructor.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Constructor and destructor helpers + +#define NONIUS_CONSTRUCTOR_HPP + +#include <type_traits> + +namespace nonius { + namespace detail { + template <typename T, bool Destruct> + struct object_storage + { + typedef typename std::aligned_storage<sizeof(T), std::alignment_of<T>::value>::type TStorage; + + object_storage() : data() {} + + object_storage(const object_storage& other) + { + new(&data) T(other.stored_object()); + } + + object_storage(object_storage&& other) + { + new(&data) T(std::move(other.stored_object())); + } + + ~object_storage() { destruct_on_exit<T>(); } + + template <typename... Args> + void construct(Args&&... args) + { + new (&data) T(std::forward<Args>(args)...); + } + + template <bool AllowManualDestruction = !Destruct> + typename std::enable_if<AllowManualDestruction>::type destruct() + { + stored_object().~T(); + } + + private: + // If this is a constructor benchmark, destruct the underlying object + template <typename U> + void destruct_on_exit(typename std::enable_if<Destruct, U>::type* = 0) { destruct<true>(); } + // Otherwise, don't + template <typename U> + void destruct_on_exit(typename std::enable_if<!Destruct, U>::type* = 0) { } + + T& stored_object() + { + return *static_cast<T*>(static_cast<void*>(&data)); + } + + TStorage data; + }; + } + + template <typename T> + using storage_for = detail::object_storage<T, true>; + + template <typename T> + using destructable_object = detail::object_storage<T, false>; +} + +// #included from: go.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Runner entry point + +#define NONIUS_GO_HPP + +// #included from: reporter.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Reporter interface + +#define NONIUS_REPORTER_HPP + +// #included from: sample_analysis.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Benchmark results + +#define NONIUS_BENCHMARK_RESULTS_HPP + +// #included from: estimate.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Statistics estimates + +#define NONIUS_ESTIMATE_HPP + +namespace nonius { + template <typename Duration> + struct estimate { + Duration point; + Duration lower_bound; + Duration upper_bound; + double confidence_interval; + + template <typename Duration2> + operator estimate<Duration2>() const { + return { point, lower_bound, upper_bound, confidence_interval }; + } + }; +} // namespace nonius + +#include <algorithm> +#include <vector> +#include <string> +#include <iterator> + +namespace nonius { + template <typename Duration> + struct sample_analysis { + std::vector<Duration> samples; + estimate<Duration> mean; + estimate<Duration> standard_deviation; + outlier_classification outliers; + double outlier_variance; + + template <typename Duration2> + operator sample_analysis<Duration2>() const { + std::vector<Duration2> samples2; + samples2.reserve(samples.size()); + std::transform(samples.begin(), samples.end(), std::back_inserter(samples2), [](Duration d) { return Duration2(d); }); + return { + std::move(samples2), + mean, + standard_deviation, + outliers, + outlier_variance, + }; + } + }; +} // namespace nonius + +#include <vector> +#include <string> +#include <ios> +#include <ostream> +#include <fstream> +#include <iostream> +#include <memory> +#include <unordered_map> +#include <exception> + +namespace nonius { + struct bad_stream : virtual std::exception { + char const* what() const NONIUS_NOEXCEPT override { + return "failed to open file"; + } + }; + + struct reporter { + public: + virtual ~reporter() = default; + + void configure(configuration& cfg) { + if(cfg.output_file.empty()) { + os = [&]() -> std::ostream& { return std::cout; }; + } else { + auto ofs = std::make_shared<std::ofstream>(cfg.output_file); + os = [ofs]() -> std::ostream& { return *ofs; }; + } + report_stream().exceptions(std::ios::failbit); + if(!report_stream()) throw bad_stream(); + do_configure(cfg); + } + + void warmup_start() { + do_warmup_start(); + } + void warmup_end(int iterations) { + do_warmup_end(iterations); + } + void estimate_clock_resolution_start() { + do_estimate_clock_resolution_start(); + } + void estimate_clock_resolution_complete(environment_estimate<fp_seconds> estimate) { + do_estimate_clock_resolution_complete(estimate); + } + + void estimate_clock_cost_start() { + do_estimate_clock_cost_start(); + } + void estimate_clock_cost_complete(environment_estimate<fp_seconds> estimate) { + do_estimate_clock_cost_complete(estimate); + } + + void suite_start() { + do_suite_start(); + } + void params_start(parameters const& params) { + do_params_start(params); + } + void benchmark_start(std::string const& name) { + do_benchmark_start(name); + } + + void measurement_start(execution_plan<fp_seconds> plan) { + do_measurement_start(plan); + } + void measurement_complete(std::vector<fp_seconds> const& samples) { + do_measurement_complete(samples); + } + + void analysis_start() { + do_analysis_start(); + } + void analysis_complete(sample_analysis<fp_seconds> const& analysis) { + do_analysis_complete(analysis); + } + + void benchmark_failure(std::exception_ptr error) { + do_benchmark_failure(error); + } + void benchmark_complete() { + do_benchmark_complete(); + } + + void params_complete() { + do_params_complete(); + } + void suite_complete() { + do_suite_complete(); + } + + virtual std::string description() = 0; + + private: + virtual void do_configure(configuration& /*cfg*/) {} + + virtual void do_warmup_start() {} + virtual void do_warmup_end(int /*iterations*/) {} + + virtual void do_estimate_clock_resolution_start() {} + virtual void do_estimate_clock_resolution_complete(environment_estimate<fp_seconds> /*estimate*/) {} + + virtual void do_estimate_clock_cost_start() {} + virtual void do_estimate_clock_cost_complete(environment_estimate<fp_seconds> /*estimate*/) {} + + virtual void do_suite_start() {} + virtual void do_params_start(parameters const& /*params*/) {} + virtual void do_benchmark_start(std::string const& /*name*/) {} + + virtual void do_measurement_start(execution_plan<fp_seconds> /*plan*/) {} + virtual void do_measurement_complete(std::vector<fp_seconds> const& /*samples*/) {} + + virtual void do_analysis_start() {} // TODO make generic? + virtual void do_analysis_complete(sample_analysis<fp_seconds> const& /*analysis*/) {} + + virtual void do_benchmark_failure(std::exception_ptr /*error*/) {} + virtual void do_benchmark_complete() {} + virtual void do_params_complete() {} + virtual void do_suite_complete() {} + + protected: + std::ostream& progress_stream() { + return std::cout; + } + std::ostream& error_stream() { + return std::cerr; + } + std::ostream& report_stream() { + return os(); + } + + private: + std::function<std::ostream&()> os; + }; + + using reporter_registry = std::unordered_map<std::string, std::unique_ptr<reporter>>; + + inline reporter_registry& global_reporter_registry() { + static reporter_registry registry; + return registry; + } + + struct reporter_registrar { + reporter_registrar(reporter_registry& registry, std::string name, reporter* registrant) { + registry.emplace(std::move(name), std::unique_ptr<reporter>(registrant)); + } + }; +} // namespace nonius + +#define NONIUS_REPORTER(name, ...) \ + namespace { static ::nonius::reporter_registrar NONIUS_DETAIL_UNIQUE_NAME(reporter_registrar) (::nonius::global_reporter_registry(), name, new __VA_ARGS__()); } \ + static_assert(true, "") + +// #included from: reporters/standard_reporter.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Standard reporter + +#define NONIUS_REPORTERS_STANDARD_REPORTER_HPP + +// #included from: detail/pretty_print.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Pretty printing routines + +#define NONIUS_DETAIL_PRETTY_PRINT_HPP + +#include <ratio> +#include <ios> +#include <iostream> +#include <iomanip> +#include <sstream> +#include <string> +#include <memory> +#include <utility> + +namespace nonius { + namespace detail { + inline double get_magnitude(fp_seconds secs) { + if(secs.count() >= 2.e0) { + return 1.e0; + } else if(secs.count() >= 2.e-3) { + return 1.e3; + } else if(secs.count() >= 2.e-6) { + return 1.e6; + } else { + return 1.e9; + } + } + inline std::string units_for_magnitude(double magnitude) { + if(magnitude <= 1.e0) return "s"; + else if(magnitude <= 1.e3) return "ms"; + else if(magnitude <= 1.e6) return "ฮผs"; + else return "ns"; + } + inline std::string pretty_duration(fp_seconds secs) { + auto magnitude = get_magnitude(secs); + auto units = units_for_magnitude(magnitude); +#ifdef NONIUS_MSVC + if(units == "ฮผs") units = "us"; +#endif + std::ostringstream ss; + ss << std::setprecision(ss.precision()); + ss << (secs.count() * magnitude) << ' ' << units; + return ss.str(); + } + inline std::string percentage(double d) { + std::ostringstream ss; + ss << std::setprecision(3); + if(d != 0 && d < 1e-5) { + ss << std::fixed; + ss << 0.0001 << "%"; + } else { + ss.unsetf(std::ios::floatfield); + ss << (100. * d) << "%"; + } + return ss.str(); + } + inline std::string percentage_ratio(double part, double whole) { + return percentage(part / whole); + } + } // namespace detail +} // namespace nonius + +#include <ratio> +#include <ios> +#include <iostream> +#include <iomanip> +#include <sstream> +#include <string> +#include <memory> + +namespace nonius { + struct standard_reporter : reporter { + private: + std::string description() override { + return "the standard reporter"; + } + + void do_configure(configuration& cfg) override { + n_samples = cfg.samples; + verbose = cfg.verbose; + summary = cfg.summary; + n_resamples = cfg.resamples; + if(!summary && !cfg.params.map.empty()) report_stream() << "parameters\n" << cfg.params.map; + } + + void do_warmup_start() override { + if(verbose) report_stream() << "warming up\n"; + } + void do_estimate_clock_resolution_start() override { + if(verbose) report_stream() << "estimating clock resolution\n"; + } + void do_estimate_clock_resolution_complete(environment_estimate<fp_seconds> estimate) override { + if(!summary) { + if(!verbose) report_stream() << "clock resolution: "; + print_environment_estimate(estimate, estimate.outliers.samples_seen + 2); + } + } + + void do_estimate_clock_cost_start() override { + if(verbose) report_stream() << "estimating cost of a clock call\n"; + } + void do_estimate_clock_cost_complete(environment_estimate<fp_seconds> estimate) override { + if(verbose) print_environment_estimate(estimate, estimate.outliers.samples_seen); + } + + void do_params_start(parameters const& params) override { + if(!summary && !params.empty()) report_stream() << "\n\nnew round for parameters\n" << params; + } + void do_benchmark_start(std::string const& name) override { + report_stream() << '\n'; + if(!summary) report_stream() << "benchmarking "; + report_stream() << name << "\n"; + current = name; + } + + void do_measurement_start(execution_plan<fp_seconds> plan) override { + report_stream() << std::setprecision(7); + report_stream().unsetf(std::ios::floatfield); + if(!summary) report_stream() << "collecting " << n_samples << " samples, " << plan.iterations_per_sample << " iterations each, in estimated " << detail::pretty_duration(plan.estimated_duration) << "\n"; + } + void do_analysis_start() override { + if(verbose) report_stream() << "bootstrapping with " << n_resamples << " resamples\n"; + } + void do_benchmark_failure(std::exception_ptr eptr) override { + error_stream() << current << " failed to run successfully\n"; + if(!summary) { + try { + std::rethrow_exception(eptr); + } catch(std::exception& ex) { + error_stream() << "error: " << ex.what(); + } catch(...) { + error_stream() << "unknown error"; + } + } + report_stream() << "\nbenchmark aborted\n"; + } + void do_analysis_complete(sample_analysis<fp_seconds> const& analysis) override { + print_statistic_estimate("mean", analysis.mean); + print_statistic_estimate("std dev", analysis.standard_deviation); + if(!summary) print_outliers(analysis.outliers); + if(verbose) report_stream() << "variance introduced by outliers: " << detail::percentage(analysis.outlier_variance) << "\n"; + const char* effect; + if(analysis.outlier_variance < 0.01) { + effect = "unaffected"; + } else if(analysis.outlier_variance < 0.1) { + effect = "slightly inflated"; + } else if(analysis.outlier_variance < 0.5) { + effect = "moderately inflated"; + } else { + effect = "severely inflated"; + } + report_stream() << "variance is " << effect << " by outliers\n"; + } + + void print_environment_estimate(environment_estimate<fp_seconds> e, int iterations) { + report_stream() << std::setprecision(7); + report_stream().unsetf(std::ios::floatfield); + report_stream() << "mean is " << detail::pretty_duration(e.mean) << " (" << iterations << " iterations)\n"; + if(verbose) print_outliers(e.outliers); + } + void print_outlier_count(const char* description, int count, int total) { + if(count > 0) report_stream() << " " << count << " (" << detail::percentage_ratio(count, total) << ") " << description << "\n"; + } + void print_outliers(outlier_classification o) { + report_stream() << "found " << o.total() << " outliers among " << o.samples_seen << " samples (" << detail::percentage_ratio(o.total(), o.samples_seen) << ")\n"; + if(verbose) { + print_outlier_count("low severe", o.low_severe, o.samples_seen); + print_outlier_count("low mild", o.low_mild, o.samples_seen); + print_outlier_count("high mild", o.high_mild, o.samples_seen); + print_outlier_count("high severe", o.high_severe, o.samples_seen); + } + } + void print_statistic_estimate(const char* name, estimate<fp_seconds> estimate) { + report_stream() << std::setprecision(7); + report_stream().unsetf(std::ios::floatfield); + report_stream() << name << ": " << detail::pretty_duration(estimate.point); + if(!summary) { + report_stream() << ", lb " << detail::pretty_duration(estimate.lower_bound) + << ", ub " << detail::pretty_duration(estimate.upper_bound) + << ", ci " << std::setprecision(3) << estimate.confidence_interval; + } + report_stream() << "\n"; + } + + int n_samples = 0; + int n_resamples = 0; + bool verbose = false; + bool summary = false; + + std::string current; + }; + + NONIUS_REPORTER("", standard_reporter); + NONIUS_REPORTER("standard", standard_reporter); +} // namespace nonius + +// #included from: detail/estimate_clock.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Environment measurement + +#define NONIUS_DETAIL_ENVIRONMENT_HPP + +// #included from: detail/stats.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Statistical analysis tools + +#define NONIUS_DETAIL_ANALYSIS_HPP + +#include <boost/math/distributions/normal.hpp> + +#include <algorithm> +#include <functional> +#include <iterator> +#include <vector> +#include <array> +#include <random> +#include <numeric> +#include <tuple> +#include <cmath> +#include <utility> +#include <future> +#include <cstddef> + +namespace nonius { + namespace detail { + using sample = std::vector<double>; + + template <typename Iterator> + double weighted_average_quantile(int k, int q, Iterator first, Iterator last) { + auto count = last - first; + double idx = (count - 1) * k /static_cast<double>(q); + int j = static_cast<int>(idx); + double g = idx - j; + std::nth_element(first, first+j, last); + auto xj = first[j]; + if(g == 0) return xj; + + auto xj1 = *std::min_element(first+(j+1), last); + return xj + g * (xj1 - xj); + } + + template <typename Iterator> + outlier_classification classify_outliers(Iterator first, Iterator last) { + std::vector<double> copy(first, last); + + auto q1 = weighted_average_quantile(1, 4, copy.begin(), copy.end()); + auto q3 = weighted_average_quantile(3, 4, copy.begin(), copy.end()); + auto iqr = q3 - q1; + auto los = q1 - (iqr * 3.); + auto lom = q1 - (iqr * 1.5); + auto him = q3 + (iqr * 1.5); + auto his = q3 + (iqr * 3.); + + outlier_classification o; + for(; first != last; ++first) { + auto&& t = *first; + if(t < los) ++o.low_severe; + else if(t < lom) ++o.low_mild; + else if(t > his) ++o.high_severe; + else if(t > him) ++o.high_mild; + ++o.samples_seen; + } + return o; + } + + template <typename Iterator> + double mean(Iterator first, Iterator last) { + auto count = last - first; + double sum = std::accumulate(first, last, 0.); + return sum / count; + } + + template <typename Iterator> + double standard_deviation(Iterator first, Iterator last) { + auto m = mean(first, last); + double variance = std::accumulate(first, last, 0., [m](double a, double b) { + double diff = b - m; + return a + diff*diff; + }) / (last - first); + return std::sqrt(variance); + } + + template <typename URng, typename Iterator, typename Estimator> + sample resample(URng& rng, int resamples, Iterator first, Iterator last, Estimator& estimator) { + auto n = last - first; + std::uniform_int_distribution<decltype(n)> dist(0, n-1); + + sample out; + out.reserve(resamples); + std::generate_n(std::back_inserter(out), resamples, [n, first, &estimator, &dist, &rng] { + std::vector<double> resampled; + resampled.reserve(n); + std::generate_n(std::back_inserter(resampled), n, [first, &dist, &rng] { return first[dist(rng)]; }); + return estimator(resampled.begin(), resampled.end()); + }); + std::sort(out.begin(), out.end()); + return out; + } + + template <typename Estimator, typename Iterator> + sample jackknife(Estimator&& estimator, Iterator first, Iterator last) { + auto n = last - first; + auto second = std::next(first); + sample results; + results.reserve(n); + + for(auto it = first; it != last; ++it) { + std::iter_swap(it, first); + results.push_back(estimator(second, last)); + } + + return results; + } + + template <typename Iterator, typename Estimator> + estimate<double> bootstrap(double confidence_level, Iterator first, Iterator last, sample const& resample, Estimator&& estimator) { + namespace bm = boost::math; + + auto n_samples = last - first; + + double point = estimator(first, last); + // Degenerate case with a single sample + if(n_samples == 1) return { point, point, point, confidence_level }; + + sample jack = jackknife(estimator, first, last); + double jack_mean = mean(jack.begin(), jack.end()); + double sum_squares, sum_cubes; + std::tie(sum_squares, sum_cubes) = std::accumulate(jack.begin(), jack.end(), std::make_pair(0., 0.), [jack_mean](std::pair<double, double> sqcb, double x) -> std::pair<double, double> { + auto d = jack_mean - x; + auto d2 = d * d; + auto d3 = d2 * d; + return { sqcb.first + d2, sqcb.second + d3 }; + }); + + double accel = sum_cubes / (6 * std::pow(sum_squares, 1.5)); + int n = static_cast<int>(resample.size()); + double prob_n = std::count_if(resample.begin(), resample.end(), [point](double x) { return x < point; }) /(double) n; + // degenerate case with uniform samples + if(prob_n == 0) return { point, point, point, confidence_level }; + + double bias = bm::quantile(bm::normal{}, prob_n); + double z1 = bm::quantile(bm::normal{}, (1. - confidence_level) / 2.); + + auto cumn = [n](double x) -> int { return std::lround(bm::cdf(bm::normal{}, x) * n); }; + auto a = [bias, accel](double b) { return bias + b / (1. - accel * b); }; + double b1 = bias + z1; + double b2 = bias - z1; + double a1 = a(b1); + double a2 = a(b2); + auto lo = std::max(cumn(a1), 0); + auto hi = std::min(cumn(a2), n - 1); + + return { point, resample[lo], resample[hi], confidence_level }; + } + + inline double outlier_variance(estimate<double> mean, estimate<double> stddev, int n) { + double sb = stddev.point; + double mn = mean.point / n; + double mg_min = mn / 2.; + double sg = std::min(mg_min / 4., sb / std::sqrt(n)); + double sg2 = sg * sg; + double sb2 = sb * sb; + + auto c_max = [n, mn, sb2, sg2](double x) -> double { + double k = mn - x; + double d = k * k; + double nd = n * d; + double k0 = -n * nd; + double k1 = sb2 - n * sg2 + nd; + double det = k1 * k1 - 4 * sg2 * k0; + return (int)(-2. * k0 / (k1 + std::sqrt(det))); + }; + + auto var_out = [n, sb2, sg2](double c) { + double nc = n - c; + return (nc / n) * (sb2 - nc * sg2); + }; + + return std::min(var_out(1), var_out(std::min(c_max(0.), c_max(mg_min)))) / sb2; + } + + struct bootstrap_analysis { + estimate<double> mean; + estimate<double> standard_deviation; + double outlier_variance; + }; + + template <typename Iterator> + bootstrap_analysis analyse_samples(double confidence_level, int n_resamples, Iterator first, Iterator last) { + static std::random_device entropy; + + auto n = static_cast<int>(last - first); // seriously, one can't use integral types without hell in C++ + + auto mean = &detail::mean<Iterator>; + auto stddev = &detail::standard_deviation<Iterator>; + + auto estimate = [=](double(*f)(Iterator, Iterator)) { + auto seed = entropy(); + return std::async(std::launch::async, [=]{ + std::mt19937 rng(seed); + auto resampled = resample(rng, n_resamples, first, last, f); + return bootstrap(confidence_level, first, last, resampled, f); + }); + }; + + auto mean_future = estimate(mean); + auto stddev_future = estimate(stddev); + + auto mean_estimate = mean_future.get(); + auto stddev_estimate = stddev_future.get(); + + double outlier_variance = detail::outlier_variance(mean_estimate, stddev_estimate, n); + + return { mean_estimate, stddev_estimate, outlier_variance }; + } + } // namespace detail +} // namespace nonius + +#include <algorithm> +#include <iterator> +#include <tuple> +#include <vector> +#include <cmath> + +namespace nonius { + namespace detail { + template <typename Clock> + std::vector<double> resolution(int k) { + std::vector<TimePoint<Clock>> times; + times.reserve(k+1); + std::generate_n(std::back_inserter(times), k+1, now<Clock>{}); + + std::vector<double> deltas; + deltas.reserve(k); + std::transform(std::next(times.begin()), times.end(), times.begin(), + std::back_inserter(deltas), + [](TimePoint<Clock> a, TimePoint<Clock> b) { return static_cast<double>((a - b).count()); }); + + return deltas; + } + + const auto warmup_seed = 10000; + const auto clock_resolution_estimation_time = chrono::milliseconds(500); + const auto clock_cost_estimation_time_limit = chrono::seconds(1); + const auto clock_cost_estimation_tick_limit = 100000; + const auto clock_cost_estimation_time = chrono::milliseconds(10); + const auto clock_cost_estimation_iterations = 10000; + + template <typename Clock> + int warmup() { + return run_for_at_least<Clock>({}, chrono::duration_cast<Duration<Clock>>(warmup_time), warmup_seed, &resolution<Clock>) + .iterations; + } + template <typename Clock> + environment_estimate<FloatDuration<Clock>> estimate_clock_resolution(int iterations) { + auto r = run_for_at_least<Clock>({}, chrono::duration_cast<Duration<Clock>>(clock_resolution_estimation_time), iterations, &resolution<Clock>) + .result; + return { + FloatDuration<Clock>(mean(r.begin(), r.end())), + classify_outliers(r.begin(), r.end()), + }; + } + template <typename Clock> + environment_estimate<FloatDuration<Clock>> estimate_clock_cost(FloatDuration<Clock> resolution) { + auto time_limit = std::min(resolution * clock_cost_estimation_tick_limit, FloatDuration<Clock>(clock_cost_estimation_time_limit)); + auto time_clock = [](int k) { + return detail::measure<Clock>([k]{ + for(int i = 0; i < k; ++i) { + volatile auto ignored = Clock::now(); + (void)ignored; + } + }).elapsed; + }; + time_clock(1); + int iters = clock_cost_estimation_iterations; + auto&& r = run_for_at_least<Clock>({}, chrono::duration_cast<Duration<Clock>>(clock_cost_estimation_time), iters, time_clock); + std::vector<double> times; + int nsamples = static_cast<int>(std::ceil(time_limit / r.elapsed)); + times.reserve(nsamples); + std::generate_n(std::back_inserter(times), nsamples, [time_clock, &r]{ + return (time_clock(r.iterations) / r.iterations).count(); + }); + return { + FloatDuration<Clock>(mean(times.begin(), times.end())), + classify_outliers(times.begin(), times.end()), + }; + } + } // namespace detail +} // namespace nonius + +// #included from: detail/analyse.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Run and analyse one benchmark + +#define NONIUS_DETAIL_ANALYSE_HPP + +#include <algorithm> +#include <iterator> +#include <vector> + +namespace nonius { + namespace detail { + template <typename Duration, typename Iterator> + sample_analysis<Duration> analyse(configuration cfg, environment<Duration>, Iterator first, Iterator last) { + std::vector<double> samples; + samples.reserve(last - first); + std::transform(first, last, std::back_inserter(samples), [](Duration d) { return d.count(); }); + + auto analysis = nonius::detail::analyse_samples(cfg.confidence_interval, cfg.resamples, samples.begin(), samples.end()); + auto outliers = nonius::detail::classify_outliers(samples.begin(), samples.end()); + + auto wrap_estimate = [](estimate<double> e) { + return estimate<Duration> { + Duration(e.point), + Duration(e.lower_bound), + Duration(e.upper_bound), + e.confidence_interval, + }; + }; + std::vector<Duration> samples2; + samples2.reserve(samples.size()); + std::transform(samples.begin(), samples.end(), std::back_inserter(samples2), [](double d) { return Duration(d); }); + return { + std::move(samples2), + wrap_estimate(analysis.mean), + wrap_estimate(analysis.standard_deviation), + outliers, + analysis.outlier_variance, + }; + } + } // namespace detail +} // namespace nonius + +#include <algorithm> +#include <set> +#include <exception> +#include <utility> +#include <regex> + +namespace nonius { + namespace detail { + template <typename Clock> + environment<FloatDuration<Clock>> measure_environment(reporter& rep) { + rep.warmup_start(); + auto iters = detail::warmup<Clock>(); + rep.warmup_end(iters); + + rep.estimate_clock_resolution_start(); + auto resolution = detail::estimate_clock_resolution<Clock>(iters); + rep.estimate_clock_resolution_complete(resolution); + + rep.estimate_clock_cost_start(); + auto cost = detail::estimate_clock_cost<Clock>(resolution.mean); + rep.estimate_clock_cost_complete(cost); + + return { resolution, cost }; + } + } // namespace detail + + struct benchmark_user_error : virtual std::exception { + char const* what() const NONIUS_NOEXCEPT override { + return "a benchmark failed to run successfully"; + } + }; + + struct skip_error : virtual std::exception { + const char* what() const NONIUS_NOEXCEPT override { + return "benchmark was skipped"; + } + }; + + inline void skip() { + throw skip_error{}; + } + + inline std::vector<parameters> generate_params(param_configuration cfg) { + auto params = global_param_registry().defaults().merged(cfg.map); + if (!cfg.run) { + return {params}; + } else { + using operation_t = std::function<param(param, param)>; + + auto&& run = *cfg.run; + auto step = run.step; + auto oper = std::unordered_map<std::string, operation_t> { + {"+", std::plus<param>{}}, + {"*", std::multiplies<param>{}}, + }.at(run.op); + + auto r = std::vector<parameters>{}; + auto next = run.init; + std::generate_n(std::back_inserter(r), std::max(run.count, std::size_t{1}), [&] { + auto last = next; + next = oper(next, step); + return params.merged(parameters{{run.name, last}}); + }); + + return r; + } + } + + template <typename Iterator> + std::vector<benchmark> filter_benchmarks(Iterator first, Iterator last, std::string pattern) { + auto r = std::vector<benchmark>{}; + auto matcher = std::regex{pattern}; + std::copy_if(first, last, std::back_inserter(r), [&] (benchmark const& b) { + return std::regex_match(b.name, matcher); + }); + return r; + } + + template <typename Clock = default_clock, typename Iterator> + void go(configuration cfg, Iterator first, Iterator last, reporter& rep) { + rep.configure(cfg); + + auto env = detail::measure_environment<Clock>(rep); + rep.suite_start(); + + auto benchmarks = filter_benchmarks(first, last, cfg.filter_pattern); + auto all_params = generate_params(cfg.params); + + for (auto&& params : all_params) { + rep.params_start(params); + for (auto&& bench : benchmarks) { + rep.benchmark_start(bench.name); + try { + auto plan = bench.template prepare<Clock>(cfg, params, env); + + rep.measurement_start(plan); + auto samples = plan.template run<Clock>(cfg, env); + rep.measurement_complete(std::vector<fp_seconds>(samples.begin(), samples.end())); + + if(!cfg.no_analysis) { + rep.analysis_start(); + auto analysis = detail::analyse(cfg, env, samples.begin(), samples.end()); + rep.analysis_complete(analysis); + } + rep.benchmark_complete(); + } catch (...) { + rep.benchmark_failure(std::current_exception()); + } + } + rep.params_complete(); + } + + rep.suite_complete(); + } + struct duplicate_benchmarks : virtual std::exception { + char const* what() const NONIUS_NOEXCEPT override { + return "two or more benchmarks with the same name were registered"; + } + }; + template <typename Clock = default_clock, typename Iterator> + void validate_benchmarks(Iterator first, Iterator last) { + struct strings_lt_through_pointer { + bool operator()(std::string* a, std::string* b) const { return *a < *b; }; + }; + std::set<std::string*, strings_lt_through_pointer> names; + for(; first != last; ++first) { + if(!names.insert(&first->name).second) + throw duplicate_benchmarks(); + } + } + template <typename Clock = default_clock, typename Iterator> + void go(configuration cfg, Iterator first, Iterator last, reporter&& rep) { + go<Clock>(cfg, first, last, rep); + } + struct no_such_reporter : virtual std::exception { + char const* what() const NONIUS_NOEXCEPT override { + return "reporter could not be found"; + } + }; + template <typename Clock = default_clock> + void go(configuration cfg, benchmark_registry& benchmarks = global_benchmark_registry(), reporter_registry& reporters = global_reporter_registry()) { + auto it = reporters.find(cfg.reporter); + if(it == reporters.end()) throw no_such_reporter(); + validate_benchmarks<Clock>(benchmarks.begin(), benchmarks.end()); + go<Clock>(cfg, benchmarks.begin(), benchmarks.end(), *it->second); + } +} // namespace nonius + +#ifndef NONIUS_DISABLE_EXTRA_REPORTERS +#ifndef NONIUS_DISABLE_CSV_REPORTER +// #included from: reporters/csv_reporter.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// CSV raw data reporter + +#define NONIUS_REPORTERS_CSV_REPORTER_HPP + +#include <ios> +#include <iomanip> +#include <algorithm> +#include <string> +#include <iterator> +#include <limits> +#include <unordered_map> +#include <vector> + +namespace nonius { + struct csv_reporter : reporter { + private: + std::string description() override { + return "outputs samples to a CSV file"; + } + + void do_configure(configuration& cfg) override { + cfg.no_analysis = true; + n_samples = cfg.samples; + verbose = cfg.verbose; + } + + void do_warmup_start() override { + if(verbose) progress_stream() << "warming up\n"; + } + void do_estimate_clock_resolution_start() override { + if(verbose) progress_stream() << "estimating clock resolution\n"; + } + void do_estimate_clock_cost_start() override { + if(verbose) progress_stream() << "estimating cost of a clock call\n"; + } + + void do_benchmark_start(std::string const& name) override { + if(verbose) progress_stream() << "\nbenchmarking " << name << "\n"; + current = name; + } + + void do_measurement_start(execution_plan<fp_seconds> plan) override { + report_stream() << std::setprecision(7); + report_stream().unsetf(std::ios::floatfield); + if(verbose) progress_stream() << "collecting " << n_samples << " samples, " << plan.iterations_per_sample << " iterations each, in estimated " << detail::pretty_duration(plan.estimated_duration) << "\n"; + } + void do_measurement_complete(std::vector<fp_seconds> const& samples) override { + data[current] = samples; + } + + void do_benchmark_failure(std::exception_ptr) override { + error_stream() << current << " failed to run successfully\n"; + } + + void do_suite_complete() override { + if(verbose) progress_stream() << "\ngenerating CSV report\n"; + report_stream() << std::fixed; + report_stream().precision(std::numeric_limits<double>::digits10); + bool first = true; + for(auto&& kv : data) { + if(!first) report_stream() << ","; + report_stream() << "\"" << escape(kv.first) << "\""; // TODO escape + first = false; + } + report_stream() << "\n"; + for(int i = 0; i < n_samples; ++i) { + first = true; + for(auto&& kv : data) { + if(!first) report_stream() << ","; + report_stream() << kv.second[i].count(); + first = false; + } + report_stream() << "\n"; + } + if(verbose) progress_stream() << "done\n"; + } + + private: + static std::string escape(std::string const& source) { + auto first = source.begin(); + auto last = source.end(); + + auto quotes = std::count(first, last, '"'); + if(quotes == 0) return source; + + std::string escaped; + escaped.reserve(source.size() + quotes); + + while(first != last) { + auto next_quote = std::find(first, last, '"'); + std::copy(first, next_quote, std::back_inserter(escaped)); + first = next_quote; + if(first != last) { + ++first; + escaped.push_back('"'); + escaped.push_back('"'); + } + } + + return escaped; + } + + int n_samples; + bool verbose; + std::string current; + std::unordered_map<std::string, std::vector<fp_seconds>> data; + }; + + NONIUS_REPORTER("csv", csv_reporter); +} // namespace nonius + +#endif // NONIUS_DISABLE_CSV_REPORTER +#ifndef NONIUS_DISABLE_JUNIT_REPORTER +// #included from: reporters/junit_reporter.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// JUnit reporter + +#define NONIUS_REPORTERS_JUNIT_REPORTER_HPP + +// #included from: detail/escape.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// General escaping routines + +#define NONIUS_DETAIL_ESCAPE_HPP + +#include <string> +#include <algorithm> +#include <iterator> +#include <utility> + +namespace nonius { + namespace detail { + inline std::string escape(std::string const& source, std::unordered_map<char, std::string> const& escapes) { + std::string magic; + magic.reserve(escapes.size()); + std::transform(escapes.begin(), escapes.end(), std::back_inserter(magic), [](std::pair<char const, std::string> const& p) { return p.first; }); + + auto first = source.begin(); + auto last = source.end(); + + auto n_magic = std::count_if(first, last, [&magic](char c) { return magic.find(c) != std::string::npos; }); + + std::string escaped; + escaped.reserve(source.size() + n_magic*6); + + while(first != last) { + auto next_magic = std::find_first_of(first, last, magic.begin(), magic.end()); + std::copy(first, next_magic, std::back_inserter(escaped)); + first = next_magic; + if(first != last) { + auto it = escapes.find(*first); + if(it != escapes.end()) { + escaped += it->second; + } + ++first; + } + } + return escaped; + } + } // namespace detail +} // namespace nonius + +#include <ios> +#include <iomanip> +#include <algorithm> +#include <string> +#include <iterator> +#include <limits> +#include <unordered_map> +#include <vector> +#include <exception> + +namespace nonius { + struct junit_reporter : reporter { + private: + std::string description() override { + return "outputs results to a JUnit-compatible XML file"; + } + + void do_configure(configuration& cfg) override { + n_samples = cfg.samples; + confidence_interval = cfg.confidence_interval; + resamples = cfg.resamples; + verbose = cfg.verbose; + title = cfg.title; + } + + struct result { + sample_analysis<fp_seconds> analysis; + std::exception_ptr failure; + }; + + void do_warmup_start() override { + if(verbose) progress_stream() << "warming up\n"; + } + void do_estimate_clock_resolution_start() override { + if(verbose) progress_stream() << "estimating clock resolution\n"; + } + void do_estimate_clock_cost_start() override { + if(verbose) progress_stream() << "estimating cost of a clock call\n"; + } + + void do_benchmark_start(std::string const& name) override { + if(verbose) progress_stream() << "\nbenchmarking " << name << "\n"; + current = name; + } + + void do_measurement_start(execution_plan<fp_seconds> plan) override { + report_stream() << std::setprecision(7); + report_stream().unsetf(std::ios::floatfield); + if(verbose) progress_stream() << "collecting " << n_samples << " samples, " << plan.iterations_per_sample << " iterations each, in estimated " << detail::pretty_duration(plan.estimated_duration) << "\n"; + } + + void do_analysis_start() override { + if(verbose) report_stream() << "analysing samples\n"; + } + void do_analysis_complete(sample_analysis<fp_seconds> const& analysis) override { + data[current] = { analysis, nullptr }; + } + + void do_benchmark_failure(std::exception_ptr e) override { + data[current] = { sample_analysis<fp_seconds>(), e }; + error_stream() << current << " failed to run successfully\n"; + } + + void do_suite_complete() override { + if(verbose) progress_stream() << "\ngenerating JUnit report\n"; + + report_stream() << "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n"; + report_stream() << "<testsuite name=\"" << escape(title) << "\" tests=\"" << data.size() << "\""; + auto failures = std::count_if(data.begin(), data.end(), + [](std::pair<std::string const&, result> const& p) { + return static_cast<bool>(p.second.failure); + }); + if(failures > 0) report_stream() << " errors=\"" << failures << "\""; + report_stream() << ">\n"; + + report_stream() << " <properties>\n"; + report_stream() << " <property name=\"samples\" value=\"" << n_samples << "\">\n"; + report_stream() << " <property name=\"confidence_interval\" value=\"" << std::setprecision(3) << confidence_interval << "\">\n"; + report_stream() << " <property name=\"resamples\" value=\"" << resamples << "\">\n"; + report_stream() << " </properties>\n"; + + for(auto tc : data) { + report_stream() << " <testcase name=\"" << escape(tc.first) << "\""; + if(tc.second.failure) { + report_stream() << ">\n"; + try { + std::rethrow_exception(tc.second.failure); + } catch(std::exception const& e) { + report_stream() << " <error message=\"" << escape(e.what()) << "\" />\n"; + } catch(...) { + report_stream() << " <error message=\"unknown error\" />\n"; + } + report_stream() << " </testcase>\n"; + } else { + report_stream() << std::fixed; + report_stream().precision(std::numeric_limits<double>::digits10); + report_stream() << " time=\"" << tc.second.analysis.mean.point.count() << "\" />\n"; + } + } + + report_stream() << "</testsuite>\n"; + + report_stream() << std::flush; + + if(verbose) progress_stream() << "done\n"; + } + + static std::string escape(std::string const& source) { + static const std::unordered_map<char, std::string> escapes { + { '\'', "'" }, + { '"', """ }, + { '<', "<" }, + { '>', ">" }, + { '&', "&" }, + }; + return detail::escape(source, escapes); + } + + int n_samples; + double confidence_interval; + int resamples; + bool verbose; + std::string title; + + std::string current; + std::unordered_map<std::string, result> data; + }; + + NONIUS_REPORTER("junit", junit_reporter); +} // namespace nonius + +#endif // NONIUS_DISABLE_JUNIT_REPORTER +#ifndef NONIUS_DISABLE_HTML_REPORTER +// #included from: reporters/html_reporter.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// HTML single-chart reporter + +#define NONIUS_REPORTERS_HTML_ALL_REPORTER_HPP + +// #included from: detail/cpptempl.h +// cpptempl +// ================= +// This is a template engine for C++. +// +// Syntax +// ================= +// Variables: {$variable_name} +// Loops: {% for person in people %}Name: {$person.name}{% endfor %} +// If: {% for person.name == "Bob" %}Full name: Robert{% endif %} +// +// Copyright +// ================== +// Copyright (c) Ryan Ginstrom +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to +// deal in the Software without restriction, including without limitation the +// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or +// sell copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS +// IN THE SOFTWARE. +// +// Modified by: Martinho Fernandes +// +// Usage +// ======================= +// std::string text = "{% if item %}{$item}{% endif %}\n" +// "{% if thing %}{$thing}{% endif %}" ; +// cpptempl::data_map data ; +// data["item"] = cpptempl::make_data("aaa") ; +// data["thing"] = cpptempl::make_data("bbb") ; +// +// std::string result = cpptempl::parse(text, data) ; +// +// Handy Functions +// ======================== +// make_data() : Feed it a string, data_map, or data_list to create a data entry. +// Example: +// data_map person ; +// person["name"] = make_data("Bob") ; +// person["occupation"] = make_data("Plumber") ; +// data_map data ; +// data["person"] = make_data(person) ; +// std::string result = parse(templ_text, data) ; + +#ifndef CPPTEMPL_H +#define CPPTEMPL_H + +#ifdef _MSC_VER +#pragma warning( disable : 4996 ) // 'std::copy': Function call with parameters that may be unsafe - this call relies on the caller to check that the passed values are correct. To disable this warning, use -D_SCL_SECURE_NO_WARNINGS. See documentation on how to use Visual C++ 'Checked Iterators' +#pragma warning( disable : 4512 ) // 'std::copy': Function call with parameters that may be unsafe - this call relies on the caller to check that the passed values are correct. To disable this warning, use -D_SCL_SECURE_NO_WARNINGS. See documentation on how to use Visual C++ 'Checked Iterators' +#endif + +#include <string> +#include <vector> +#include <map> +#include <memory> +#include <unordered_map> +#include <boost/lexical_cast.hpp> + +#include <ostream> + +#include <sstream> +#include <boost/algorithm/string.hpp> + +namespace cpptempl +{ + // various typedefs + + // data classes + class Data ; + class DataValue ; + class DataList ; + class DataMap ; + + class data_ptr { + public: + data_ptr() {} + template<typename T> data_ptr(const T& data) { + this->operator =(data); + } + data_ptr(DataValue* data); + data_ptr(DataList* data); + data_ptr(DataMap* data); + data_ptr(const data_ptr& data) { + ptr = data.ptr; + } + template<typename T> void operator = (const T& data); + void push_back(const data_ptr& data); + virtual ~data_ptr() {} + Data* operator ->() { + return ptr.get(); + } + private: + std::shared_ptr<Data> ptr; + }; + typedef std::vector<data_ptr> data_list ; + + class data_map { + public: + data_ptr& operator [](const std::string& key); + bool empty(); + bool has(const std::string& key); + private: + std::unordered_map<std::string, data_ptr> data; + }; + + template<> inline void data_ptr::operator = (const data_ptr& data); + template<> void data_ptr::operator = (const std::string& data); + template<> void data_ptr::operator = (const std::string& data); + template<> void data_ptr::operator = (const data_map& data); + template<typename T> + void data_ptr::operator = (const T& data) { + std::string data_str = boost::lexical_cast<std::string>(data); + this->operator =(data_str); + } + + // token classes + class Token ; + typedef std::shared_ptr<Token> token_ptr ; + typedef std::vector<token_ptr> token_vector ; + + // Custom exception class for library errors + class TemplateException : public std::exception + { + public: + TemplateException(std::string reason) : m_reason(std::move(reason)){} + char const* what() const NONIUS_NOEXCEPT override { + return m_reason.c_str(); + } + private: + std::string m_reason; + }; + + // Data types used in templates + class Data + { + public: + virtual bool empty() = 0 ; + virtual std::string getvalue(); + virtual data_list& getlist(); + virtual data_map& getmap() ; + }; + + class DataValue : public Data + { + std::string m_value ; + public: + DataValue(std::string value) : m_value(value){} + std::string getvalue(); + bool empty(); + }; + + class DataList : public Data + { + data_list m_items ; + public: + DataList(const data_list &items) : m_items(items){} + data_list& getlist() ; + bool empty(); + }; + + class DataMap : public Data + { + data_map m_items ; + public: + DataMap(const data_map &items) : m_items(items){} + data_map& getmap(); + bool empty(); + }; + + inline data_ptr::data_ptr(DataValue* data) : ptr(data) {} + inline data_ptr::data_ptr(DataList* data) : ptr(data) {} + inline data_ptr::data_ptr(DataMap* data) : ptr(data) {} + + // convenience functions for making data objects + inline data_ptr make_data(std::string val) + { + return data_ptr(new DataValue(val)) ; + } + inline data_ptr make_data(data_list &val) + { + return data_ptr(new DataList(val)) ; + } + inline data_ptr make_data(data_map &val) + { + return data_ptr(new DataMap(val)) ; + } + // get a data value from a data map + // e.g. foo.bar => data["foo"]["bar"] + data_ptr parse_val(std::string key, data_map &data) ; + + typedef enum + { + TOKEN_TYPE_NONE, + TOKEN_TYPE_TEXT, + TOKEN_TYPE_VAR, + TOKEN_TYPE_IF, + TOKEN_TYPE_FOR, + TOKEN_TYPE_ENDIF, + TOKEN_TYPE_ENDFOR, + } TokenType; + + // Template tokens + // base class for all token types + class Token + { + public: + virtual TokenType gettype() = 0 ; + virtual void gettext(std::ostream &stream, data_map &data) = 0 ; + virtual void set_children(token_vector &children); + virtual token_vector & get_children(); + }; + + // normal text + class TokenText : public Token + { + std::string m_text ; + public: + TokenText(std::string text) : m_text(text){} + TokenType gettype(); + void gettext(std::ostream &stream, data_map &data); + }; + + // variable + class TokenVar : public Token + { + std::string m_key ; + public: + TokenVar(std::string key) : m_key(key){} + TokenType gettype(); + void gettext(std::ostream &stream, data_map &data); + }; + + // for block + class TokenFor : public Token + { + public: + std::string m_key ; + std::string m_val ; + token_vector m_children ; + TokenFor(std::string expr); + TokenType gettype(); + void gettext(std::ostream &stream, data_map &data); + void set_children(token_vector &children); + token_vector &get_children(); + }; + + // if block + class TokenIf : public Token + { + public: + std::string m_expr ; + token_vector m_children ; + TokenIf(std::string expr) : m_expr(expr){} + TokenType gettype(); + void gettext(std::ostream &stream, data_map &data); + bool is_true(std::string expr, data_map &data); + void set_children(token_vector &children); + token_vector &get_children(); + }; + + // end of block + class TokenEnd : public Token // end of control block + { + std::string m_type ; + public: + TokenEnd(std::string text) : m_type(text){} + TokenType gettype(); + void gettext(std::ostream &stream, data_map &data); + }; + + std::string gettext(token_ptr token, data_map &data) ; + + void parse_tree(token_vector &tokens, token_vector &tree, TokenType until=TOKEN_TYPE_NONE) ; + token_vector & tokenize(std::string text, token_vector &tokens) ; + + // The big daddy. Pass in the template and data, + // and get out a completed doc. + void parse(std::ostream &stream, std::string templ_text, data_map &data) ; + std::string parse(std::string templ_text, data_map &data); + std::string parse(std::string templ_text, data_map &data); + +// *********** Implementation ************ + + ////////////////////////////////////////////////////////////////////////// + // Data classes + ////////////////////////////////////////////////////////////////////////// + + // data_map + inline data_ptr& data_map::operator [](const std::string& key) { + return data[key]; + } + inline bool data_map::empty() { + return data.empty(); + } + inline bool data_map::has(const std::string& key) { + return data.find(key) != data.end(); + } + + // data_ptr + template<> + inline void data_ptr::operator = (const data_ptr& data) { + ptr = data.ptr; + } + + template<> + inline void data_ptr::operator = (const std::string& data) { + ptr.reset(new DataValue(data)); + } + + template<> + inline void data_ptr::operator = (const data_map& data) { + ptr.reset(new DataMap(data)); + } + + inline void data_ptr::push_back(const data_ptr& data) { + if (!ptr) { + ptr.reset(new DataList(data_list())); + } + data_list& list = ptr->getlist(); + list.push_back(data); + } + + // base data + inline std::string Data::getvalue() + { + throw TemplateException("Data item is not a value") ; + } + + inline data_list& Data::getlist() + { + throw TemplateException("Data item is not a list") ; + } + inline data_map& Data::getmap() + { + throw TemplateException("Data item is not a dictionary") ; + } + // data value + inline std::string DataValue::getvalue() + { + return m_value ; + } + inline bool DataValue::empty() + { + return m_value.empty(); + } + // data list + inline data_list& DataList::getlist() + { + return m_items ; + } + + inline bool DataList::empty() + { + return m_items.empty(); + } + // data map + inline data_map& DataMap:: getmap() + { + return m_items ; + } + inline bool DataMap::empty() + { + return m_items.empty(); + } + ////////////////////////////////////////////////////////////////////////// + // parse_val + ////////////////////////////////////////////////////////////////////////// + inline data_ptr parse_val(std::string key, data_map &data) + { + // quoted string + if (key[0] == '\"') + { + return make_data(boost::trim_copy_if(key, [](char c){ return c == '"'; })); + } + // check for dotted notation, i.e [foo.bar] + size_t index = key.find(".") ; + if (index == std::string::npos) + { + if (!data.has(key)) + { + return make_data("{$" + key + "}") ; + } + return data[key] ; + } + + std::string sub_key = key.substr(0, index) ; + if (!data.has(sub_key)) + { + return make_data("{$" + key + "}") ; + } + data_ptr item = data[sub_key] ; + return parse_val(key.substr(index+1), item->getmap()) ; + } + + ////////////////////////////////////////////////////////////////////////// + // Token classes + ////////////////////////////////////////////////////////////////////////// + + // defaults, overridden by subclasses with children + inline void Token::set_children( token_vector & ) + { + throw TemplateException("This token type cannot have children") ; + } + + inline token_vector & Token::get_children() + { + throw TemplateException("This token type cannot have children") ; + } + + // TokenText + inline TokenType TokenText::gettype() + { + return TOKEN_TYPE_TEXT ; + } + + inline void TokenText::gettext( std::ostream &stream, data_map & ) + { + stream << m_text ; + } + + // TokenVar + inline TokenType TokenVar::gettype() + { + return TOKEN_TYPE_VAR ; + } + + inline void TokenVar::gettext( std::ostream &stream, data_map &data ) + { + stream << parse_val(m_key, data)->getvalue() ; + } + + // TokenFor + inline TokenFor::TokenFor(std::string expr) + { + std::vector<std::string> elements ; + boost::split(elements, expr, boost::is_space()) ; + if (elements.size() != 4u) + { + throw TemplateException("Invalid syntax in for statement") ; + } + m_val = elements[1] ; + m_key = elements[3] ; + } + + inline TokenType TokenFor::gettype() + { + return TOKEN_TYPE_FOR ; + } + + inline void TokenFor::gettext( std::ostream &stream, data_map &data ) + { + data_ptr value = parse_val(m_key, data) ; + data_list &items = value->getlist() ; + for (size_t i = 0 ; i < items.size() ; ++i) + { + data_map loop ; + loop["index"] = make_data(boost::lexical_cast<std::string>(i+1)) ; + loop["index0"] = make_data(boost::lexical_cast<std::string>(i)) ; + data["loop"] = make_data(loop); + data[m_val] = items[i] ; + for(size_t j = 0 ; j < m_children.size() ; ++j) + { + m_children[j]->gettext(stream, data) ; + } + } + } + + inline void TokenFor::set_children( token_vector &children ) + { + m_children.assign(children.begin(), children.end()) ; + } + + inline token_vector & TokenFor::get_children() + { + return m_children; + } + + // TokenIf + inline TokenType TokenIf::gettype() + { + return TOKEN_TYPE_IF ; + } + + inline void TokenIf::gettext( std::ostream &stream, data_map &data ) + { + if (is_true(m_expr, data)) + { + for(size_t j = 0 ; j < m_children.size() ; ++j) + { + m_children[j]->gettext(stream, data) ; + } + } + } + + inline bool TokenIf::is_true( std::string expr, data_map &data ) + { + std::vector<std::string> elements ; + boost::split(elements, expr, boost::is_space()) ; + + if (elements[1] == "not") + { + return parse_val(elements[2], data)->empty() ; + } + if (elements.size() == 2) + { + return ! parse_val(elements[1], data)->empty() ; + } + data_ptr lhs = parse_val(elements[1], data) ; + data_ptr rhs = parse_val(elements[3], data) ; + if (elements[2] == "==") + { + return lhs->getvalue() == rhs->getvalue() ; + } + return lhs->getvalue() != rhs->getvalue() ; + } + + inline void TokenIf::set_children( token_vector &children ) + { + m_children.assign(children.begin(), children.end()) ; + } + + inline token_vector & TokenIf::get_children() + { + return m_children; + } + + // TokenEnd + inline TokenType TokenEnd::gettype() + { + return m_type == "endfor" ? TOKEN_TYPE_ENDFOR : TOKEN_TYPE_ENDIF ; + } + + inline void TokenEnd::gettext( std::ostream &, data_map &) + { + throw TemplateException("End-of-control statements have no associated text") ; + } + + // gettext + // generic helper for getting text from tokens. + + inline std::string gettext(token_ptr token, data_map &data) + { + std::ostringstream stream ; + token->gettext(stream, data) ; + return stream.str() ; + } + ////////////////////////////////////////////////////////////////////////// + // parse_tree + // recursively parses list of tokens into a tree + ////////////////////////////////////////////////////////////////////////// + inline void parse_tree(token_vector &tokens, token_vector &tree, TokenType until) + { + while(! tokens.empty()) + { + // 'pops' first item off list + token_ptr token = tokens[0] ; + tokens.erase(tokens.begin()) ; + + if (token->gettype() == TOKEN_TYPE_FOR) + { + token_vector children ; + parse_tree(tokens, children, TOKEN_TYPE_ENDFOR) ; + token->set_children(children) ; + } + else if (token->gettype() == TOKEN_TYPE_IF) + { + token_vector children ; + parse_tree(tokens, children, TOKEN_TYPE_ENDIF) ; + token->set_children(children) ; + } + else if (token->gettype() == until) + { + return ; + } + tree.push_back(token) ; + } + } + ////////////////////////////////////////////////////////////////////////// + // tokenize + // parses a template into tokens (text, for, if, variable) + ////////////////////////////////////////////////////////////////////////// + inline token_vector & tokenize(std::string text, token_vector &tokens) + { + while(! text.empty()) + { + size_t pos = text.find("{") ; + if (pos == std::string::npos) + { + if (! text.empty()) + { + tokens.push_back(token_ptr(new TokenText(text))) ; + } + return tokens ; + } + std::string pre_text = text.substr(0, pos) ; + if (! pre_text.empty()) + { + tokens.push_back(token_ptr(new TokenText(pre_text))) ; + } + text = text.substr(pos+1) ; + if (text.empty()) + { + tokens.push_back(token_ptr(new TokenText("{"))) ; + return tokens ; + } + + // variable + if (text[0] == '$') + { + pos = text.find("}") ; + if (pos != std::string::npos) + { + tokens.push_back(token_ptr (new TokenVar(text.substr(1, pos-1)))) ; + text = text.substr(pos+1) ; + } + } + // control statement + else if (text[0] == '%') + { + pos = text.find("}") ; + if (pos != std::string::npos) + { + std::string expression = boost::trim_copy(text.substr(1, pos-2)) ; + text = text.substr(pos+1) ; + if (boost::starts_with(expression, "for")) + { + tokens.push_back(token_ptr (new TokenFor(expression))) ; + } + else if (boost::starts_with(expression, "if")) + { + tokens.push_back(token_ptr (new TokenIf(expression))) ; + } + else + { + tokens.push_back(token_ptr (new TokenEnd(boost::trim_copy(expression)))) ; + } + } + } + else + { + tokens.push_back(token_ptr(new TokenText("{"))) ; + } + } + return tokens ; + } + + inline std::string parse(std::string templ_text, data_map &data) + { + std::ostringstream stream ; + parse(stream, templ_text, data) ; + return stream.str() ; + } + inline void parse(std::ostream &stream, std::string templ_text, data_map &data) + { + token_vector tokens ; + tokenize(templ_text, tokens) ; + token_vector tree ; + parse_tree(tokens, tree) ; + + for (size_t i = 0 ; i < tree.size() ; ++i) + { + // Recursively calls gettext on each node in the tree. + // gettext returns the appropriate text for that node. + // for text, itself; + // for variable, substitution; + // for control statement, recursively gets kids + tree[i]->gettext(stream, data) ; + } + } +} + +#endif // CPPTEMPL_H +#include <ios> +#include <iomanip> +#include <algorithm> +#include <string> +#include <iterator> +#include <limits> +#include <unordered_map> +#include <vector> + +#include <fstream> + +namespace nonius { + struct html_reporter : reporter { + private: + static std::string const& template_string() { + static char const* template_parts[] = { +// generated content broken into pieces because MSVC is in the 1990s. +// #included from: detail/html_report_template.g.h++ +"<!DOCTYPE html>\n" +"<html>\n" +" <head>\n" +" <meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\">\n" +" <title>{$title} - nonius report</title>\n" +" <style type=\"text/css\"> body {\n" +" left: 0;\n" +" right: 0;\n" +" top: 0;\n" +" bottom: 0;\n" +" margin: 0;\n" +"}\n" +"\n" +".plotly .modebar {\n" +" margin-top: 2em !important;\n" +"}\n" +"\n" +"#header {\n" +" background-color: black;\n" +" z-index: 2;\n" +" position: absolute;\n" +" left: 0;\n" +" right: 0;\n" +" color: white;\n" +" font-family: monospace;\n" +" padding-left: 0;\n" +" text-align: center;\n" +" font-size: 1.2em;\n" +" font-weight: bold;\n" +" line-height: 2em;\n" +"}\n" +"\n" +".select {\n" +" position: relative;\n" +" display: inline-block;\n" +" font-size: 1em;\n" +" font-weight: bold;\n" +" font-size: 1em;\n" +"}\n" +"\n" +".select .arr {\n" +" background: #000;\n" +" bottom: 5px;\n" +" position: absolute;\n" +" right: 5px;\n" +" top: 5px;\n" +" width: 0px;\n" +" pointer-events: none;\n" +"}\n" +"\n" +".select .arr:before {\n" +" content: '';\n" +" position: absolute;\n" +" top: 50%;\n" +" right: 14px;\n" +" margin-top: -5px;\n" +" pointer-events: none;\n" +" border-top: 10px solid white;\n" +" border-left: 10px solid transparent;\n" +" border-right: 10px solid transparent;\n" +"}\n" +"\n" +".select .arr:after {\n" +" content: '';\n" +" position: absolute;\n" +" top: 50%;\n" +" right: 18px;\n" +" margin-top: -5px;\n" +" pointer-events: none;\n" +" border-top: 6px solid black;\n" +" border-left: 6px solid transparent;\n" +" border-right: 6px solid transparent;\n" +"}\n" +"\n" +".select select {\n" +" outline: none;\n" +" -webkit-appearance: none;\n" +" -moz-appearance: none;\n" +" display: block;\n" +" padding: 0 3em 0 1.5em;\n" +" margin: 0.3em;\n" +" height: 2em;\n" +"\n" +" transition: border-color 0.2s;\n" +" border: 2px solid #aaa;\n" +" border-radius: 0px;\n" +"\n" +" background: black;\n" +" color: white;\n" +" font-family: inherit;\n" +" font-size: inherit;\n" +" line-height: inherit;\n" +" font-weight: inherit;\n" +"}\n" +"\n" +".select select:focus {\n" +" border: 2px solid white;\n" +" color: white;\n" +"}\n" +"\n" +"div.is-sorted {\n" +" position: absolute;\n" +" top: 0em;\n" +" right: 1em;\n" +" line-height: 2.8em;\n" +"}\n" +"\n" +"div.is-sorted input {\n" +" position: relative;\n" +" top: 2px;\n" +"}\n" +"\n" +"#plot {\n" +" position: absolute;\n" +" min-width: 300px;\n" +" min-height: 200px;\n" +" left: 0;\n" +" right: 0;\n" +" top: 2em;\n" +" bottom: 1em;\n" +"}\n" +"\n" +"#footer {\n" +" position: absolute;\n" +" bottom: 0;\n" +" left: 0;\n" +" right: 0;\n" +" font-family: monospace;\n" +" font-size: 0.9em;\n" +" text-align: center;\n" +" text-transform: lowercase;\n" +" background-color: #bbb;\n" +" line-height: 2em;\n" +"}\n" +" </style>\n" +" <script type=\"text/javascript\"> /**\n" +"* plotly.js (basic - minified) v1.15.0\n" 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null or undefined\");return t}function a(t,e){t._fullLayout._paperdiv.style(\"background\",\"white\"),O.defaultConfig.setBackground(t,e)}function o(t,e){t._context||(t._context=P.extendFlat({},O.defaultConfig));var n=t._context;e&&(Object.keys(e).forEach(function(t){t in n&&(\"setBackground\"===t&&\"opaque\"===e[t]?n[t]=a:n[t]=e[t])}),e.plot3dPixelRatio&&!n.plotGlPixelRatio&&(n.plotGlPixelRatio=n.plot3dPixelRatio)),n.staticPlot&&(n.editable=!1,n.autosizable=!1,n.scrollZoom=!1,n.doubleClick=!1,n.showTips=!1,n.showLink=!1,n.displayModeBar=!1)}function i(t,e,n){var r=S.select(t).selectAll(\".plot-container\").data([0]);r.enter().insert(\"div\",\":first-child\").classed(\"plot-container plotly\",!0);var a=r.selectAll(\".svg-container\").data([0]);a.enter().append(\"div\").classed(\"svg-container\",!0).style(\"position\",\"relative\"),a.html(\"\"),e&&(t.data=e),n&&(t.layout=n),O.micropolar.manager.fillLayout(t),\"initial\"===t._fullLayout.autosize&&t._context.autosizable&&(w(t,{}),t._fullLayout.autosize=n.autosize=!0),a.style({width:t._fullLayout.width+\"px\",height:t._fullLayout.height+\"px\"}),t.framework=O.micropolar.manager.framework(t),t.framework({data:t.data,layout:" +, +"t.layout},a.node()),t.framework.setUndoPoint();var o=t.framework.svg(),i=1,l=t._fullLayout.title;\"\"!==l&&l||(i=0);var s=\"Click to enter title\",c=function(){this.call(O.util.convertToTspans)},u=o.select(\".title-group text\").call(c);if(t._context.editable){u.attr({\"data-unformatted\":l}),l&&l!==s||(i=.2,u.attr({\"data-unformatted\":s}).text(s).style({opacity:i}).on(\"mouseover.opacity\",function(){S.select(this).transition().duration(100).style(\"opacity\",1)}).on(\"mouseout.opacity\",function(){S.select(this).transition().duration(1e3).style(\"opacity\",0)}));var f=function(){this.call(O.util.makeEditable).on(\"edit\",function(e){t.framework({layout:{title:e}}),this.attr({\"data-unformatted\":e}).text(e).call(c),this.call(f)}).on(\"cancel\",function(){var t=this.attr(\"data-unformatted\");this.text(t).call(c)})};u.call(f)}return t._context.setBackground(t,t._fullLayout.paper_bgcolor),I.addLinks(t),Promise.resolve()}function l(t){var e,n;t||(t={}),t.xaxis1&&(t.xaxis||(t.xaxis=t.xaxis1),delete t.xaxis1),t.yaxis1&&(t.yaxis||(t.yaxis=t.yaxis1),delete t.yaxis1);var r=O.Axes.list({_fullLayout:t});for(e=0;e<r.length;e++){var a=r[e];a.anchor&&\"free\"!==a.anchor&&(a.anchor=O.Axes.cleanId(a.anchor)),a.overlaying&&(a.overlaying=O.Axes.cleanId(a.overlaying)),a.type||(a.isdate?a.type=\"date\":a.islog?a.type=\"log\":a.isdate===!1&&a.islog===!1&&(a.type=\"linear\")),\"withzero\"!==a.autorange&&\"tozero\"!==a.autorange||(a.autorange=!0,a.rangemode=\"tozero\"),delete a.islog,delete a.isdate,delete a.categories,f(a,\"domain\")&&delete a.domain,void 0!==a.autotick&&(void 0===a.tickmode&&(a.tickmode=a.autotick?\"auto\":\"linear\"),delete a.autotick)}void 0===t.annotations||Array.isArray(t.annotations)||(P.warn(\"Annotations must be an array.\"),delete t.annotations);var o=(t.annotations||[]).length;for(e=0;o>e;e++){var i=t.annotations[e];i.ref&&(\"paper\"===i.ref?(i.xref=\"paper\",i.yref=\"paper\"):\"data\"===i.ref&&(i.xref=\"x\",i.yref=\"y\"),delete i.ref),s(i,\"xref\"),s(i,\"yref\")}void 0===t.shapes||Array.isArray(t.shapes)||(P.warn(\"Shapes must be an array.\"),delete t.shapes);var l=(t.shapes||[]).length;for(e=0;l>e;e++){var c=t.shapes[e];s(c,\"xref\"),s(c,\"yref\")}var u=t.legend;u&&(u.x>3?(u.x=1.02,u.xanchor=\"left\"):u.x<-2&&(u.x=-.02,u.xanchor=\"right\"),u.y>3?(u.y=1.02,u.yanchor=\"bottom\"):u.y<-2&&(u.y=-.02,u.yanchor=\"top\")),\"rotate\"===t.dragmode&&(t.dragmode=\"orbit\"),t.scene1&&(t.scene||(t.scene=t.scene1),delete t.scene1);var d=I.getSubplotIds(t,\"gl3d\");for(e=0;e<d.length;e++){var h=t[d[e]],p=h.cameraposition;if(Array.isArray(p)&&4===p[0].length){var g=p[0],v=p[1],m=p[2],y=E([],g),x=[];for(n=0;3>n;++n)x[n]=v[e]+m*y[2+4*n];h.camera={eye:{x:x[0],y:x[1],z:x[2]},center:{x:v[0],y:v[1],z:v[2]},up:{x:y[1],y:y[5],z:y[9]}},delete h.cameraposition}}return j.clean(t),t}function s(t,e){var n=t[e],r=e.charAt(0);n&&\"paper\"!==n&&(t[e]=O.Axes.cleanId(n,r))}function c(t,e){for(var n=[],r=(t.concat(Array.isArray(e)?e:[]).filter(function(t){return\"uid\"in t}).map(function(t){return t.uid})),a=0;a<t.length;a++){var o,i=t[a];if(!(\"uid\"in i)||-1!==n.indexOf(i.uid)){var l;for(o=0;100>o&&(l=P.randstr(r),-1!==n.indexOf(l));o++);i.uid=P.randstr(r),r.push(i.uid)}if(n.push(i.uid),\"histogramy\"===i.type&&\"xbins\"in i&&!(\"ybins\"in i)&&(i.ybins=i.xbins,delete i.xbins),i.error_y&&\"opacity\"in i.error_y){var s=j.defaults,c=i.error_y.color||(I.traceIs(i,\"bar\")?j.defaultLine:s[a%s.length]);i.error_y.color=j.addOpacity(j.rgb(c),j.opacity(c)*i.error_y.opacity),delete i.error_y.opacity}if(\"bardir\"in i&&(\"h\"!==i.bardir||!I.traceIs(i,\"bar\")&&\"histogram\"!==i.type.substr(0,9)||(i.orientation=\"h\",b(i)),delete i.bardir),\"histogramy\"===i.type&&b(i),\"histogramx\"!==i.type&&\"histogramy\"!==i.type||(i.type=\"histogram\"),\"scl\"in i&&(i.colorscale=i.scl,delete i.scl),\"reversescl\"in i&&(i.reversescale=i.reversescl,delete i.reversescl),i.xaxis&&(i.xaxis=O.Axes.cleanId(i.xaxis,\"x\")),i.yaxis&&(i.yaxis=O.Axes.cleanId(i.yaxis,\"y\")),I.traceIs(i,\"gl3d\")&&i.scene&&(i.scene=I.subplotsRegistry.gl3d.cleanId(i.scene)),I.traceIs(i,\"pie\")||(Array.isArray(i.textposition)?i.textposition=i.textposition.map(u):i.textposition&&(i.textposition=u(i.textposition))),I.traceIs(i,\"2dMap\")&&(\"YIGnBu\"===i.colorscale&&(i.colorscale=\"YlGnBu\"),\"YIOrRd\"===i.colorscale&&(i.colorscale=\"YlOrRd\")),I.traceIs(i,\"markerColorscale\")&&i.marker){var d=i.marker;\"YIGnBu\"===d.colorscale&&(d.colorscale=\"YlGnBu\"),\"YIOrRd\"===d.colorscale&&(d.colorscale=\"YlOrRd\")}if(\"surface\"===i.type&&P.isPlainObject(i.contours)){var h=[\"x\",\"y\",\"z\"];for(o=0;o<h.length;o++){var p=i.contours[h[o]];P.isPlainObject(p)&&(p.highlightColor&&(p.highlightcolor=p.highlightColor,delete p.highlightColor),p.highlightWidth&&(p.highlightwidth=p.highlightWidth,delete p.highlightWidth))}}f(i,\"line\")&&delete i.line,\"marker\"in i&&(f(i.marker,\"line\")&&delete i.marker.line,f(i,\"marker\")&&delete i.marker),j.clean(i)}}function u(t){var e=\"middle\",n=\"center\";return-1!==t.indexOf(\"top\")?e=\"top\":-1!==t.indexOf(\"bottom\")&&(e=\"bottom\"),-1!==t.indexOf(\"left\")?n=\"left\":-1!==t.indexOf(\"right\")&&(n=\"right\"),e+\" \"+n}function f(t,e){return e in t&&\"object\"==typeof t[e]&&0===Object.keys(t[e]).length}function d(t){var e,n=O.Axes.list(t),r=t._fullData,a=t._fullLayout,o=t.calcdata=new Array(r.length);for(t.firstscatter=!0,t.numboxes=0,t._hmpixcount=0,t._hmlumcount=0,a._piecolormap={},a._piedefaultcolorcount=0,e=0;e<n.length;e++)n[e]._categories=n[e]._initialCategories.slice();for(e=0;e<r.length;e++){var i=r[e],l=i._module,s=[];l&&i.visible===!0&&l.calc&&(s=l.calc(t,i)),Array.isArray(s)&&s[0]||(s=[{x:!1,y:!1}]),s[0].t||(s[0].t={}),s[0].trace=i,o[e]=s}}function h(t,e){var n,r,a=e+1,o=[];for(n=0;n<t.length;n++)r=t[n],0>r?o.push(a+r):o.push(r);return o}function p(t,e,n){var r,a;for(r=0;r<e.length;r++){if(a=e[r],a!==parseInt(a,10))throw new Error(\"all values in \"+n+\" must be integers\");if(a>=t.data.length||a<-t.data.length)throw new Error(n+\" must be valid indices for gd.data.\");if(e.indexOf(a,r+1)>-1||a>=0&&e.indexOf(-t.data.length+a)>-1||0>a&&e.indexOf(t.data.length+a)>-1)throw new Error(\"each index in \"+n+\" must be unique.\")}}function g(t,e,n){if(!Array.isArray(t.data))throw new Error(\"gd.data must be an array.\");if(\"undefined\"==typeof e)throw new Error(\"currentIndices is a required argument.\");if(Array.isArray(e)||(e=[e]),p(t,e,\"currentIndices\"),\"undefined\"==typeof n||Array.isArray(n)||(n=[n]),\"undefined\"!=typeof n&&p(t,n,\"newIndices\"),\"undefined\"!=typeof n&&e.length!==n.length)throw new Error(\"current and new indices must be of equal length.\")}function v(t,e,n){var r,a;if(!Array.isArray(t.data))throw new Error(\"gd.data must be an array.\");if(\"undefined\"==typeof e)throw new Error(\"traces must be defined.\");for(Array.isArray(e)||(e=[e]),r=0;r<e.length;r++)if(a=e[r],\"object\"!=typeof a||Array.isArray(a)||null===a)throw new Error(\"all values in traces array must be non-array objects\");if(\"undefined\"==typeof n||Array.isArray(n)||(n=[n]),\"undefined\"!=typeof n&&n.length!==e.length)throw new Error(\"if indices is specified, traces.length must equal indices.length\")}function m(t,e,n,r){var a=P.isPlainObject(r);if(!Array.isArray(t.data))throw new Error(\"gd.data must be an array\");if(!P.isPlainObject(e))throw new Error(\"update must be a key:value object\");if(\"undefined\"==typeof n)throw new Error(\"indices must be an integer or array of integers\");p(t,n,\"indices\");for(var o in e){if(!Array.isArray(e[o])||e[o].length!==n.length)throw new Error(\"attribute \"+o+\" must be an array of length equal to indices array length\");if(a&&(!(o in r)||!Array.isArray(r[o])||r[o].length!==e[o].length))throw new Error(\"when maxPoints is set as a key:value object it must contain a 1:1 corrispondence with the keys and number of traces in the update object\")}}function y(t,e,n,r){var a,o,i,l,s,c=P.isPlainObject(r),u=[];Array.isArray(n)||(n=[n]),n=h(n,t.data.length-1);for(var f in e)for(var d=0;d<n.length;d++){if(a=t.data[n[d]],i=P.nestedProperty(a,f),o=i.get(),l=e[f][d],!Array.isArray(l))throw new Error(\"attribute: \"+f+\" index: \"+d+\" must be an array\");if(!Array.isArray(o))throw new Error(\"cannot extend missing or non-array attribute: \"+f);s=c?r[f][d]:r,C(s)||(s=-1),u.push({prop:i,target:o,insert:l,maxp:Math.floor(s)})}return u}function x(t,e,n,r,a,o){m(t,e,n,r);for(var i,l,s,c=y(t,e,n,r),u=[],f={},d={},h=0;h<c.length;h++)l=c[h].prop,s=c[h].maxp,i=a(c[h].target,c[h].insert),s>=0&&s<i.length&&(u=o(i,s)),s=c[h].target.length,l.set(i),Array.isArray(f[l.astr])||(f[l.astr]=[]),Array.isArray(d[l.astr])||(d[l.astr]=[]),f[l.astr].push(u),d[l.astr].push(s);return{update:f,maxPoints:d}}function b(t){var e;if(P.swapAttrs(t,[\"?\",\"?0\",\"d?\",\"?bins\",\"nbins?\",\"autobin?\",\"?src\",\"error_?\"]),Array.isArray(t.z)&&Array.isArray(t.z[0])&&(t.transpose?delete t.transpose:t.transpose=!0),t.error_x&&t.error_y){var n=t.error_y,r=\"copy_ystyle\"in n?n.copy_ystyle:!(n.color||n.thickness||n.width);P.swapAttrs(t,[\"error_?.copy_ystyle\"]),r&&P.swapAttrs(t,[\"error_?.color\",\"error_?.thickness\",\"error_?.width\"])}if(t.hoverinfo){var a=t.hoverinfo.split(\"+\");for(e=0;e<a.length;e++)\"x\"===a[e]?a[e]=\"y\":\"y\"===a[e]&&(a[e]=\"x\");t.hoverinfo=a.join(\"+\")}}function _(t){var e,n={left:0,right:0,bottom:0,top:0};if(t)for(e in t)t.hasOwnProperty(e)&&(n.left+=t[e].left||0,n.right+=t[e].right||0,n.bottom+=t[e].bottom||0,n.top+=t[e].top||0);return n}function w(t,e){var n,r,a,o=t._fullLayout,i=t._context;if(t.emit(\"plotly_autosize\"),t._context.fillFrame)a=window.innerWidth,r=window.innerHeight,document.body.style.overflow=\"hidden\";else if(C(i.frameMargins)&&i.frameMargins>0){var l=_(t._boundingBoxMargins),s=l.left+l.right,c=l.bottom+l.top,u=o._container.node().getBoundingClientRect(),f=1-2*i.frameMargins;a=Math.round(f*(u.width-s)),r=Math.round(f*(u.height-c))}else n=window.getComputedStyle(t),r=parseFloat(n.height)||o.height,a=parseFloat(n.width)||o.width;return Math.abs(o.width-a)>1||Math.abs(o.height-r)>1?(o.height=t.layout.height=r,o.width=t.layout.width=a):\"initial\"!==o.autosize&&(delete e.autosize,o.autosize=t.layout.autosize=!0),I.sanitizeMargins(o),e}function k(t){var e=S.select(t),n=t._fullLayout;if(n._container=e.selectAll(\".pl" +, +"ot-container\").data([0]),n._container.enter().insert(\"div\",\":first-child\").classed(\"plot-container\",!0).classed(\"plotly\",!0),n._paperdiv=n._container.selectAll(\".svg-container\").data([0]),n._paperdiv.enter().append(\"div\").classed(\"svg-container\",!0).style(\"position\",\"relative\"),\"initial\"===n.autosize&&(w(t,{}),n.autosize=!0,t.layout.autosize=!0),n._glcontainer=n._paperdiv.selectAll(\".gl-container\").data([0]),n._glcontainer.enter().append(\"div\").classed(\"gl-container\",!0),n._geocontainer=n._paperdiv.selectAll(\".geo-container\").data([0]),n._geocontainer.enter().append(\"div\").classed(\"geo-container\",!0),n._paperdiv.selectAll(\".main-svg\").remove(),n._paper=n._paperdiv.insert(\"svg\",\":first-child\").classed(\"main-svg\",!0),n._toppaper=n._paperdiv.append(\"svg\").classed(\"main-svg\",!0),!n._uid){var r=[];S.selectAll(\"defs\").each(function(){this.id&&r.push(this.id.split(\"-\")[1])}),n._uid=P.randstr(r)}n._paperdiv.selectAll(\".main-svg\").attr(G.svgAttrs),n._defs=n._paper.append(\"defs\").attr(\"id\",\"defs-\"+n._uid),n._topdefs=n._toppaper.append(\"defs\").attr(\"id\",\"topdefs-\"+n._uid),n._draggers=n._paper.append(\"g\").classed(\"draglayer\",!0);var a=n._paper.append(\"g\").classed(\"layer-below\",!0);n._imageLowerLayer=a.append(\"g\").classed(\"imagelayer\",!0),n._shapeLowerLayer=a.append(\"g\").classed(\"shapelayer\",!0);var o=O.Axes.getSubplots(t);o.join(\"\")!==Object.keys(t._fullLayout._plots||{}).join(\"\")&&M(t,o),n._has(\"cartesian\")&&A(t,o),n._ternarylayer=n._paper.append(\"g\").classed(\"ternarylayer\",!0);var i=n._paper.selectAll(\".layer-subplot\");n._imageSubplotLayer=i.selectAll(\".imagelayer\"),n._shapeSubplotLayer=i.selectAll(\".shapelayer\");var l=n._paper.append(\"g\").classed(\"layer-above\",!0);n._imageUpperLayer=l.append(\"g\").classed(\"imagelayer\",!0),n._shapeUpperLayer=l.append(\"g\").classed(\"shapelayer\",!0),n._pielayer=n._paper.append(\"g\").classed(\"pielayer\",!0),n._glimages=n._paper.append(\"g\").classed(\"glimages\",!0),n._geoimages=n._paper.append(\"g\").classed(\"geoimages\",!0),n._infolayer=n._toppaper.append(\"g\").classed(\"infolayer\",!0),\n" +, +"n._zoomlayer=n._toppaper.append(\"g\").classed(\"zoomlayer\",!0),n._hoverlayer=n._toppaper.append(\"g\").classed(\"hoverlayer\",!0),t.emit(\"plotly_framework\");var s=P.syncOrAsync([L,function(){return O.Axes.doTicks(t,\"redraw\")},R.init],t);return s&&s.then&&t._promises.push(s),s}function M(t,e){function n(e,n){return function(){return O.Axes.getFromId(t,e,n)}}for(var r,a,o=t._fullLayout._plots={},i=0;i<e.length;i++)r=e[i],a=o[r]={},a.id=r,a.x=n(r,\"x\"),a.y=n(r,\"y\"),a.xaxis=a.x(),a.yaxis=a.y()}function A(t,e){function 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r=t(\"../../plotly\"),a=t(\"d3\"),o=e.exports={version:\"0.2.2\",manager:t(\"./micropolar_manager\")},i=r.Lib.extendDeepAll;o.Axis=function(){function t(t){n=t||n;var c=s.data,f=s.layout;return(\"string\"==typeof n||n.nodeName)&&(n=a.select(n)),n.datum(c).each(function(t,n){function s(t,e){return l(t)%360+f.orientation}var c=t.slice();u={data:o.util.cloneJson(c),layout:o.util.cloneJson(f)};var d=0;c.forEach(function(t,e){t.color||(t.color=f.defaultColorRange[d],d=(d+1)%f.defaultColorRange.length),t.strokeColor||(t.strokeColor=\"LinePlot\"===t.geometry?t.color:a.rgb(t.color).darker().toString()),u.data[e].color=t.color,u.data[e].strokeColor=t.strokeColor,u.data[e].strokeDash=t.strokeDash,u.data[e].strokeSize=t.strokeSize});var h=c.filter(function(t,e){var n=t.visible;return\"undefined\"==typeof n||n===!0}),p=!1,g=h.map(function(t,e){return p=p||\"undefined\"!=typeof t.groupId,t});if(p){var v=a.nest().key(function(t,e){return\"undefined\"!=typeof 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Z=[(f.width-(f.margin.left+f.margin.right+2*x+(V?V.width:0)))/2,(f.height-(f.margin.top+f.margin.bottom+2*x))/2];if(Z[0]=Math.max(0,Z[0]),Z[1]=Math.max(0,Z[1]),e.select(\".outer-group\").attr(\"transform\",\"translate(\"+Z+\")\"),f.title){var Y=e.select(\"g.title-group text\").style(B).text(f.title),U=Y.node().getBBox();Y.attr({x:_[0]-U.width/2,y:_[1]-x-20})}var X=e.select(\".radial.axis-group\");if(f.radialAxis.gridLinesVisible){var G=X.selectAll(\"circle.grid-circle\").data(r.ticks(5));G.enter().append(\"circle\").attr({\"class\":\"grid-circle\"}).style(F),G.attr(\"r\",r),G.exit().remove()}X.select(\"circle.outside-circle\").attr({r:x}).style(F);var $=e.select(\"circle.background-circle\").attr({r:x}).style({fill:f.backgroundColor,stroke:f.stroke});if(f.radialAxis.visible){var Q=a.svg.axis().scale(r).ticks(5).tickSize(5);X.call(Q).attr({transform:\"rotate(\"+f.radialAxis.orientation+\")\"}),X.selectAll(\".domain\").style(F),X.selectAll(\"g>text\").text(function(t,e){return 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t={data:{name:\"geom1\",t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:\"circle\",dotSize:64,dotVisible:!1,barWidth:20,color:\"#ffa500\",strokeSize:1,strokeColor:\"silver\",strokeDash:\"solid\",opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:\"LinePlot\",geometryType:\"arc\",direction:\"clockwise\",orientation:0,container:\"body\",radialScale:null,angularScale:null,colorScale:a.scale.category20()}};return t},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){var t={geometryConfig:{geometryType:\"bar\"}};return t},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){var t={geometryConfig:{geometryType:\"arc\"}};return t},o.DotPlot=function(){ret" +, +"urn o.PolyChart()},o.DotPlot.defaultConfig=function(){var t={geometryConfig:{geometryType:\"dot\",dotType:\"circle\"}};return t},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){var t={geometryConfig:{geometryType:\"line\"}};return t},o.Legend=function(){function t(){var n=e.legendConfig,r=e.data.map(function(t,e){return[].concat(t).map(function(t,r){var a=i({},n.elements[e]);return a.name=t,a.color=[].concat(n.elements[e].color)[r],a})}),o=a.merge(r);o=o.filter(function(t,e){return n.elements[e]&&(n.elements[e].visibleInLegend||\"undefined\"==typeof n.elements[e].visibleInLegend)}),n.reverseOrder&&(o=o.reverse());var l=n.container;(\"string\"==typeof l||l.nodeName)&&(l=a.select(l));var s=o.map(function(t,e){return t.color}),c=n.fontSize,u=null==n.isContinuous?\"number\"==typeof o[0]:n.isContinuous,f=u?n.height:c*o.length,d=l.classed(\"legend-group\",!0),h=d.selectAll(\"svg\").data([0]),p=h.enter().append(\"svg\").attr({width:300,height:f+c,xmlns:\"http://www.w3.org/2000/svg\",\"xmlns:xlink\":\"http://www.w3.org/1999/xlink\",version:\"1.1\"});p.append(\"g\").classed(\"legend-axis\",!0),p.append(\"g\").classed(\"legend-marks\",!0);var g=a.range(o.length),v=a.scale[u?\"linear\":\"ordinal\"]().domain(g).range(s),m=a.scale[u?\"linear\":\"ordinal\"]().domain(g)[u?\"range\":\"rangePoints\"]([0,f]),y=function(t,e){var n=3*e;return\"line\"===t?\"M\"+[[-e/2,-e/12],[e/2,-e/12],[e/2,e/12],[-e/2,e/12]]+\"Z\":-1!=a.svg.symbolTypes.indexOf(t)?a.svg.symbol().type(t).size(n)():a.svg.symbol().type(\"square\").size(n)()};if(u){var x=h.select(\".legend-marks\").append(\"defs\").append(\"linearGradient\").attr({id:\"grad1\",x1:\"0%\",y1:\"0%\",x2:\"0%\",y2:\"100%\"}).selectAll(\"stop\").data(s);x.enter().append(\"stop\"),x.attr({offset:function(t,e){return e/(s.length-1)*100+\"%\"}}).style({\"stop-color\":function(t,e){return t}}),h.append(\"rect\").classed(\"legend-mark\",!0).attr({height:n.height,width:n.colorBandWidth,fill:\"url(#grad1)\"})}else{var b=h.select(\".legend-marks\").selectAll(\"path.legend-mark\").data(o);b.enter().append(\"path\").classed(\"legend-mark\",!0),b.attr({transform:function(t,e){return\"translate(\"+[c/2,m(e)+c/2]+\")\"},d:function(t,e){var n=t.symbol;return y(n,c)},fill:function(t,e){return v(e)}}),b.exit().remove()}var _=a.svg.axis().scale(m).orient(\"right\"),w=h.select(\"g.legend-axis\").attr({transform:\"translate(\"+[u?n.colorBandWidth:c,c/2]+\")\"}).call(_);return w.selectAll(\".domain\").style({fill:\"none\",stroke:\"none\"}),w.selectAll(\"line\").style({fill:\"none\",stroke:u?n.textColor:\"none\"}),w.selectAll(\"text\").style({fill:n.textColor,\"font-size\":n.fontSize}).text(function(t,e){return o[e].name}),t}var e=o.Legend.defaultConfig(),n=a.dispatch(\"hover\");return t.config=function(t){return arguments.length?(i(e,t),this):e},a.rebind(t,n,\"on\"),t},o.Legend.defaultConfig=function(t,e){var n={data:[\"a\",\"b\",\"c\"],legendConfig:{elements:[{symbol:\"line\",color:\"red\"},{symbol:\"square\",color:\"yellow\"},{symbol:\"diamond\",color:\"limegreen\"}],height:150,colorBandWidth:30,fontSize:12,container:\"body\",isContinuous:null,textColor:\"grey\",reverseOrder:!1}};return n},o.tooltipPanel=function(){var t,e,n,r={container:null,hasTick:!1,fontSize:12,color:\"white\",padding:5},l=\"tooltip-\"+o.tooltipPanel.uid++,s=10,c=function(){t=r.container.selectAll(\"g.\"+l).data([0]);var a=t.enter().append(\"g\").classed(l,!0).style({\"pointer-events\":\"none\",display:\"none\"});return n=a.append(\"path\").style({fill:\"white\",\"fill-opacity\":.9}).attr({d:\"M0 0\"}),e=a.append(\"text\").attr({dx:r.padding+s,dy:.3*+r.fontSize}),c};return c.text=function(o){var i=a.hsl(r.color).l,l=i>=.5?\"#aaa\":\"white\",u=i>=.5?\"black\":\"white\",f=o||\"\";e.style({fill:u,\"font-size\":r.fontSize+\"px\"}).text(f);var d=r.padding,h=e.node().getBBox(),p={fill:r.color,stroke:l,\"stroke-width\":\"2px\"},g=h.width+2*d+s,v=h.height+2*d;return n.attr({d:\"M\"+[[s,-v/2],[s,-v/4],[r.hasTick?0:s,0],[s,v/4],[s,v/2],[g,v/2],[g,-v/2]].join(\"L\")+\"Z\"}).style(p),t.attr({transform:\"translate(\"+[s,-v/2+2*d]+\")\"}),t.style({display:\"block\"}),c},c.move=function(e){return t?(t.attr({transform:\"translate(\"+[e[0],e[1]]+\")\"}).style({display:\"block\"}),c):void 0},c.hide=function(){return t?(t.style({display:\"none\"}),c):void 0},c.show=function(){return t?(t.style({display:\"block\"}),c):void 0},c.config=function(t){return i(r,t),c},c},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={};return t.convert=function(t,e){var n={};if(t.data&&(n.data=t.data.map(function(t,n){var r=i({},t),a=[[r,[\"marker\",\"color\"],[\"color\"]],[r,[\"marker\",\"opacity\"],[\"opacity\"]],[r,[\"marker\",\"line\",\"color\"],[\"strokeColor\"]],[r,[\"marker\",\"line\",\"dash\"],[\"strokeDash\"]],[r,[\"marker\",\"line\",\"width\"],[\"strokeSize\"]],[r,[\"marker\",\"symbol\"],[\"dotType\"]],[r,[\"marker\",\"size\"],[\"dotSize\"]],[r,[\"marker\",\"barWidth\"],[\"barWidth\"]],[r,[\"line\",\"interpolation\"],[\"lineInterpolation\"]],[r,[\"showlegend\"],[\"visibleInLegend\"]]];return a.forEach(function(t,n){o.util.translator.apply(null,t.concat(e))}),e||delete r.marker,e&&delete r.groupId,e?(\"LinePlot\"===r.geometry?(r.type=\"scatter\",r.dotVisible===!0?(delete r.dotVisible,r.mode=\"lines+markers\"):r.mode=\"lines\"):\"DotPlot\"===r.geometry?(r.type=\"scatter\",r.mode=\"markers\"):\"AreaChart\"===r.geometry?r.type=\"area\":\"BarChart\"===r.geometry&&(r.type=\"bar\"),delete r.geometry):(\"scatter\"===r.type?\"lines\"===r.mode?r.geometry=\"LinePlot\":\"markers\"===r.mode?r.geometry=\"DotPlot\":\"lines+markers\"===r.mode&&(r.geometry=\"LinePlot\",r.dotVisible=!0):\"area\"===r.type?r.geometry=\"AreaChart\":\"bar\"===r.type&&(r.geometry=\"BarChart\"),delete r.mode,delete r.type),r}),!e&&t.layout&&\"stack\"===t.layout.barmode)){var r=o.util.duplicates(n.data.map(function(t,e){return t.geometry}));n.data.forEach(function(t,e){var a=r.indexOf(t.geometry);-1!=a&&(n.data[e].groupId=a)})}if(t.layout){var l=i({},t.layout),s=[[l,[\"plot_bgcolor\"],[\"backgroundColor\"]],[l,[\"showlegend\"],[\"showLegend\"]],[l,[\"radialaxis\"],[\"radialAxis\"]],[l,[\"angularaxis\"],[\"angularAxis\"]],[l.angularaxis,[\"showline\"],[\"gridLinesVisible\"]],[l.angularaxis,[\"showticklabels\"],[\"labelsVisible\"]],[l.angularaxis,[\"nticks\"],[\"ticksCount\"]],[l.angularaxis,[\"tickorientation\"],[\"tickOrientation\"]],[l.angularaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[l.angularaxis,[\"range\"],[\"domain\"]],[l.angularaxis,[\"endpadding\"],[\"endPadding\"]],[l.radialaxis,[\"showline\"],[\"gridLinesVisible\"]],[l.radialaxis,[\"tickorientation\"],[\"tickOrientation\"]],[l.radialaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[l.radialaxis,[\"range\"],[\"domain\"]],[l.angularAxis,[\"showline\"],[\"gridLinesVisible\"]],[l.angularAxis,[\"showticklabels\"],[\"labelsVisible\"]],[l.angularAxis,[\"nticks\"],[\"ticksCount\"]],[l.angularAxis,[\"tickorientation\"],[\"tickOrientation\"]],[l.angularAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[l.angularAxis,[\"range\"],[\"domain\"]],[l.angularAxis,[\"endpadding\"],[\"endPadding\"]],[l.radialAxis,[\"showline\"],[\"gridLinesVisible\"]],[l.radialAxis,[\"tickorientation\"],[\"tickOrientation\"]],[l.radialAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[l.radialAxis,[\"range\"],[\"domain\"]],[l.font,[\"outlinecolor\"],[\"outlineColor\"]],[l.legend,[\"traceorder\"],[\"reverseOrder\"]],[l,[\"labeloffset\"],[\"labelOffset\"]],[l,[\"defaultcolorrange\"],[\"defaultColorRange\"]]];if(s.forEach(function(t,n){o.util.translator.apply(null,t.concat(e))}),e?(\"undefined\"!=typeof 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k=c.cx+_[0],M=c.cy+_[1],A=u.select(this),L=A.selectAll(\"path.surface\").data([i]),T=!1;if(L.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),A.select(\"path.textline\").remove(),A.on(\"mouseover\",l).on(\"mouseout\",d).on(\"click\",y),v.pull){var z=+(Array.isArray(v.pull)?v.pull[i.i]:v.pull)||0;z>0&&(k+=z*i.pxmid[0],M+=z*i.pxmid[1])}i.cxFinal=k,i.cyFinal=M;var S=v.hole;if(i.v===c.vTotal){var E=\"M\"+(k+i.px0[0])+\",\"+(M+i.px0[1])+b(i.px0,i.pxmid,!0,1)+b(i.pxmid,i.px0,!0,1)+\"Z\";S?L.attr(\"d\",\"M\"+(k+S*i.px0[0])+\",\"+(M+S*i.px0[1])+b(i.px0,i.pxmid,!1,S)+b(i.pxmid,i.px0,!1,S)+\"Z\"+E):L.attr(\"d\",E)}else{var C=b(i.px0,i.px1,!0,1);if(S){var O=1-S;L.attr(\"d\",\"M\"+(k+S*i.px1[0])+\",\"+(M+S*i.px1[1])+b(i.px1,i.px0,!1,S)+\"l\"+O*i.px0[0]+\",\"+O*i.px0[1]+C+\"Z\")}else L.attr(\"d\",\"M\"+k+\",\"+M+\"l\"+i.px0[0]+\",\"+i.px0[1]+C+\"Z\")}var 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a=k+i.pxmid[0]*e.rCenter+(e.x||0),l=M+i.pxmid[1]*e.rCenter+(e.y||0);e.outside&&(i.yLabelMin=l-n.height/2,i.yLabelMid=l,i.yLabelMax=l+n.height/2,i.labelExtraX=0,i.labelExtraY=0,m=!0),t.attr(\"transform\",\"translate(\"+a+\",\"+l+\")\"+(e.scale<1?\"scale(\"+e.scale+\")\":\"\")+(e.rotate?\"rotate(\"+e.rotate+\")\":\"\")+\"translate(\"+-(n.left+n.right)/2+\",\"+-(n.top+n.bottom)/2+\")\")})}),m&&i(s,v),l.each(function(t){if(t.labelExtraX||t.labelExtraY){var e=u.select(this),n=e.select(\"g.slicetext text\");n.attr(\"transform\",\"translate(\"+t.labelExtraX+\",\"+t.labelExtraY+\")\"+n.attr(\"transform\"));var r=t.cxFinal+t.pxmid[0],a=t.cyFinal+t.pxmid[1],o=\"M\"+r+\",\"+a,i=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var l=t.labelExtraX*t.pxmid[1]/t.pxmid[0],s=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);o+=Math.abs(l)>Math.abs(s)?\"l\"+s*t.pxmid[0]/t.pxmid[1]+\",\"+s+\"H\"+(r+t.labelExtraX+i):\"l\"+t.labelExtraX+\",\"+l+\"v\"+(s-l)+\"h\"+i}else 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r=t(\"../../components/colorscale/color_attributes\"),a=t(\"../../components/drawing\"),o=(t(\"./constants\"),t(\"../../lib/extend\").extendFlat);e.exports={x:{valType:\"data_array\"},x0:{valType:\"any\",dflt:0},dx:{valType:\"number\",dflt:1},y:{valType:\"data_array\"},y0:{valType:\"any\",dflt:0},dy:{valType:\"number\",dflt:1},text:{valType:\"string\",dflt:\"\",arrayOk:!0},mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\",\"text\"],extras:[\"none\"]},hoveron:{valType:\"flaglist\",flags:[\"points\",\"fills\"]},line:{color:{valType:\"color\"},width:{valType:\"number\",min:0,dflt:2},shape:{valType:\"enumerated\",values:[\"linear\",\"spline\",\"hv\",\"vh\",\"hvh\",\"vhv\"],dflt:\"linear\"},smoothing:{valType:\"number\",min:0,max:1.3,dflt:1},dash:{valType:\"string\",values:[\"solid\",\"dot\",\"dash\",\"longdash\",\"dashdot\",\"longdashdot\"],dflt:\"solid\"}},connectgaps:{valType:\"boolean\",dflt:!1},fill:{valType:\"enumerated\",values:[\"none\",\"tozeroy\",\"tozerox\",\"tonexty\",\"tonextx\",\"toself\",\"tonext\"],dflt:\"none\"},fillcolor:{valType:\"color\"},marker:o({},{symbol:{valType:\"enumerated\",values:a.symbolList,dflt:\"circle\",arrayOk:!0},opacity:{valType:\"number\",min:0,max:1,arrayOk:!0},size:{valType:\"number\",min:0,dflt:6,arrayOk:!0},maxdisplayed:{valType:\"number\",min:0,dflt:0},sizeref:{valType:\"number\",dflt:1},sizemin:{valType:\"number\",min:0,dflt:0},sizemode:{valType:\"enumerated\",values:[\"diameter\",\"area\"],dflt:\"diameter\"},showscale:{valType:\"boolean\",dflt:!1},line:o({},{width:{valType:\"number\",min:0,arrayOk:!0}},r(\"marker.line\"))},r(\"marker\")),textposition:{valType:\"enumerated\",values:[\"top 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Math.max((t||0)/x,3)},g.ppad=v.ppad=Array.isArray(s)?s.map(y):y(s)}l(e),!(\"tozerox\"===e.fill||\"tonextx\"===e.fill&&t.firstscatter)||d[0]===d[p-1]&&h[0]===h[p-1]?e.error_y.visible||-1===[\"tonexty\",\"tozeroy\"].indexOf(e.fill)&&(i.hasMarkers(e)||i.hasText(e))||(g.padded=!1,g.ppad=0):g.tozero=!0,!(\"tozeroy\"===e.fill||\"tonexty\"===e.fill&&t.firstscatter)||d[0]===d[p-1]&&h[0]===h[p-1]?-1!==[\"tonextx\",\"tozerox\"].indexOf(e.fill)&&(v.padded=!1):v.tozero=!0,a.expand(u,d,g),a.expand(f,h,v);var b=new Array(p);for(c=0;p>c;c++)b[c]=r(d[c])&&r(h[c])?{x:d[c],y:h[c]}:{x:!1,y:!1};return void 0!==typeof s&&o.mergeArray(s,b,\"ms\"),t.firstscatter=!1,b}},{\"../../lib\":89,\"../../plots/cartesian/axes\":110,\"./colorscale_calc\":171,\"./subtypes\":186,\"fast-isnumeric\":11}],169:[function(t,e,n){\"use strict\";e.exports=function(t){var e,n,r,a,o;for(e=0;e<t.length;e++)if(n=t[e],r=n.fill,\"none\"!==r&&\"scatter\"===n.type&&(n.opacity=void 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r=t(\"../../lib\"),a=t(\"./attributes\"),o=t(\"./constants\"),i=t(\"./subtypes\"),l=t(\"./xy_defaults\"),s=t(\"./marker_defaults\"),c=t(\"./line_defaults\"),u=t(\"./line_shape_defaults\"),f=t(\"./text_defaults\"),d=t(\"./fillcolor_defaults\"),h=t(\"../../components/errorbars/defaults\");e.exports=function(t,e,n,p){function g(n,o){return r.coerce(t,e,a,n,o)}var v=l(t,e,g),m=v<o.PTS_LINESONLY?\"lines+markers\":\"lines\";if(!v)return void(e.visible=!1);g(\"text\"),g(\"mode\",m),i.hasLines(e)&&(c(t,e,n,p,g),u(t,e,g),g(\"connectgaps\")),i.hasMarkers(e)&&s(t,e,n,p,g),i.hasText(e)&&f(t,e,p,g);var y=[];(i.hasMarkers(e)||i.hasText(e))&&(g(\"marker.maxdisplayed\"),y.push(\"points\")),g(\"fill\"),\"none\"!==e.fill&&(d(t,e,n,g),i.hasLines(e)||u(t,e,g)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||y.push(\"fills\"),g(\"hoveron\",y.join(\"+\")||\"points\"),h(t,e,n,{axis:\"y\"}),h(t,e,n,{axis:\"x\",inherit:\"y\"})}},{\"../../components/errorbars/defaults\":46,\"../../lib\":89,\"./attributes\":167,\"./constants\":172,\"./fillcolor_defaults\":174,\"./line_defaults\":178,\"./line_shape_defaults\":180,\"./marker_defaults\":182,\"./subtypes\":186,\"./text_defaults\":187,\"./xy_defaults\":188}],174:[function(t,e,n){\"use strict\";var r=t(\"../../components/color\");e.exports=function(t,e,n,a){var o=!1;if(e.marker){var i=e.marker.color,l=(e.marker.line||{}).color;i&&!Array.isArray(i)?o=i:l&&!Array.isArray(l)&&(o=l)}a(\"fillcolor\",r.addOpacity((e.line||{}).color||o||n,.5))}},{\"../../components/color\":18}],175:[function(t,e,n){\"use strict\";var r=t(\"../../components/color\"),a=t(\"./subtypes\");e.exports=function(t,e){var n,o;if(\"lines\"===t.mode)return n=t.line.color,n&&r.opacity(n)?n:t.fillcolor;if(\"none\"===t.mode)return t.fill?t.fillcolor:\"\";var i=e.mcc||(t.marker||{}).color,l=e.mlcc||((t.marker||{}).line||{}).color;return o=i&&r.opacity(i)?i:l&&r.opacity(l)&&(e.mlw||((t.marker||{}).line||{}).width)?l:\"\",o?r.opacity(o)<.3?r.addOpacity(o,.3):o:(n=(t.line||{}).color,n&&r.opacity(n)&&a.hasLines(t)&&t.line.width?n:t.fillcolor)}},{\"../../components/color\":18,\"./subtypes\":186}],176:[function(t,e,n){\"use strict\";var r=t(\"../../lib\"),a=t(\"../../plots/cartesian/graph_interact\"),o=t(\"../../plots/cartesian/constants\"),i=t(\"../../components/errorbars\"),l=t(\"./get_trace_color\"),s=t(\"../../components/color\");e.exports=function(t,e,n,c){var u=t.cd,f=u[0].trace,d=t.xa,h=t.ya,p=d.c2p(e),g=h.c2p(n),v=[p,g];if(-1!==f.hoveron.indexOf(\"points\")){var m=function(t){var e=Math.max(3,t.mrc||0);return Math.max(Math.abs(d.c2p(t.x)-p)-e,1-3/e)},y=function(t){var e=Math.max(3,t.mrc||0);return Math.max(Math.abs(h.c2p(t.y)-g)-e,1-3/e)},x=function(t){var e=Math.max(3,t.mrc||0),n=d.c2p(t.x)-p,r=h.c2p(t.y)-g;return Math.max(Math.sqrt(n*n+r*r)-e,1-3/e)},b=a.getDistanceFunction(c,m,y,x);if(a.getClosest(u,b,t),t.index!==!1){var _=u[t.index],w=d.c2p(_.x,!0),k=h.c2p(_.y,!0),M=_.mrc||1;return r.extendFlat(t,{color:l(f,_),x0:w-M,x1:w+M,xLabelVal:_.x,y0:k-M,y1:k+M,yLabelVal:_.y}),_.tx?t.text=_.tx:f.text&&(t.text=f.text),i.hoverInfo(_,f,t),[t]}}if(-1!==f.hoveron.indexOf(\"fills\")&&f._polygons){var A,L,T,z,S,E,C,O,P,N=f._polygons,D=[],I=!1,R=1/0,j=-(1/0),q=1/0,F=-(1/0);for(A=0;A<N.length;A++)T=N[A],T.contains(v)&&(I=!I,D.push(T),q=Math.min(q,T.ymin),F=Math.max(F,T.ymax));if(I){q=Math.max(q,0),F=Math.min(F,h._length);var 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</head>\n" +" <body>\n" +" <div id=\"header\">\n" +" <label>plot:</label>\n" +" <div class=\"select\">\n" +" <span class=\"arr\"></span>\n" +, +" <select id=\"chooser\">\n" +" <option value=\"summary\">summary</option>\n" +" {% for run in runs %}\n" +" <option value=\"{$loop.index0}\">samples\n" +" {% for param in run.params %}\n" +" | {$param.name}={$param.value}\n" +" {% endfor %}\n" +" </option>\n" +" {% endfor %}\n" +" </select>\n" +" </div>\n" +" <div class=\"is-sorted\">\n" +" <input id=\"is-sorted\" type=\"checkbox\"/>\n" +" <label for=\"is-sorted\">sorted</label>\n" +" </div>\n" +" </div>\n" +" <div id=\"plot\"></div>\n" +" <div id=\"footer\">Generated with <a href=\"http://flamingdangerzone.com/nonius\">nonius</a></div>\n" +" <script type=\"text/javascript\"> !function () {\n" +" var data = {\n" +" title: '{$title}',\n" +" units: '{$units}',\n" +" logarithmic: {$logarithmic},\n" +" param: '{$runparam}',\n" +" runs: [\n" +" {% for run in runs %}{\n" +" params: {\n" +" {% for param in run.params %}'{$param.name}': '{$param.value}',\n" +" {% endfor %}\n" +" },\n" +" benchmarks: [\n" +" {% for benchmark in run.benchmarks %}{\n" +" name: '{$benchmark.name}',\n" +" {%if benchmark.data %}\n" +" mean: {$benchmark.data.mean},\n" +" stddev: {$benchmark.data.stddev},\n" +" samples: [\n" +" {% for sample in benchmark.data.samples %}{$sample}, {% endfor %}\n" +" ],\n" +" {% endif %}\n" +" },{% endfor %}\n" +" ]\n" +" },{% endfor %}\n" +" ]\n" +" };\n" +" var origOrder = data.runs[0].benchmarks.map(function (_, i) { return i; })\n" +" var sortOrder = computeSortedOrder();\n" +" var plotdiv = document.getElementById(\"plot\");\n" +" window.addEventListener(\"resize\", function() {\n" +" Plotly.Plots.resize(plotdiv);\n" +" });\n" +"\n" +" var chooser = document.getElementById(\"chooser\");\n" +" chooser.addEventListener(\"change\", choosePlot);\n" +" chooser.addEventListener(\"blur\", chooser.focus.bind(chooser));\n" +" chooser.focus();\n" +"\n" +" var isSortedBox = document.getElementById(\"is-sorted\");\n" +" isSortedBox.addEventListener(\"change\", choosePlot);\n" +"\n" +" var legendStyle = {\n" +" font: { family: 'monospace' },\n" +" borderwidth: 2,\n" +" bordercolor: 'black'\n" +" }\n" +"\n" +" function zeroes(count) {\n" +" var arr = []\n" +" while (count --> 0) arr.push(0)\n" +" return arr\n" +" }\n" +"\n" +" function computeSortedOrder() {\n" +" // We sort each run. Then we compute the \"points\" of each\n" +" // benchmark as the sum of the positions of this benchmkark on\n" +" // each run. This gives us a rough indication of which\n" +" // benchmark is best -- the lower the points, the better.\n" +" var runsOrder = data.runs.map(function (r) {\n" +" order = r.benchmarks.map(function (_, i) { return i; })\n" +" order.sort(function (a, b) {\n" +" return r.benchmarks[a].mean - r.benchmarks[b].mean\n" +" })\n" +" return order\n" +" })\n" +" var length = data.runs[0].benchmarks.length\n" +" var points = runsOrder.reduce(function (acc, r) {\n" +" r.forEach(function (elem, idx) {\n" +" acc[elem] += idx\n" +" })\n" +" return acc\n" +" }, zeroes(length))\n" +" var order = data.runs[0].benchmarks.map(function (_, i) { return i; })\n" +" order.sort(function (a, b) {\n" +" return points[a] - points[b]\n" +" })\n" +" return order\n" +" }\n" +"\n" +" function choosePlot() {\n" +" var plot = chooser.options[chooser.selectedIndex].value\n" +" var order = isSortedBox.checked ? sortOrder : origOrder\n" +" if (plot == 'summary') {\n" +" if (data.runs.length > 1) {\n" +" plotSummary(order);\n" +" } else {\n" +" plotSingleSummary(order);\n" +" }\n" +" } else {\n" +" plotSamples(plot, order);\n" +" }\n" +" }\n" +"\n" +" function plotSamples(plot, order) {\n" +" var run = data.runs[plot];\n" +" var traces = order.map(function (i) {\n" +" var b = run.benchmarks[i]\n" +" return {\n" +" name: b.name,\n" +" type: 'scatter',\n" +" mode: 'markers',\n" +" marker: { symbol: i },\n" +" y: b.samples,\n" +" x: b.samples && b.samples.map(function (_, i) { return i; })\n" +" }\n" +" });\n" +" var layout = {\n" +" title: data.title,\n" +" showLegend: true,\n" +" xaxis: { title: 'Measurement' },\n" +" yaxis: {\n" +" title: 'Time (' + data.units + ')',\n" +" rangemode: 'tozero',\n" +" zeroline: true\n" +" },\n" +" legend: legendStyle\n" +" };\n" +" Plotly.newPlot(plotdiv, traces, layout);\n" +" }\n" +"\n" +" function plotSummary(order) {\n" +" var traces = order.map(function (i) {\n" +" return {\n" +" name: data.runs[0].benchmarks[i].name,\n" +" type: 'scatter',\n" +" marker: { symbol: i },\n" +" x: data.runs.map(function (r) { return r.params[data.param]; }),\n" +" y: data.runs.map(function (r) { return r.benchmarks[i].mean; }),\n" +" error_y: {\n" +" type: 'data',\n" +" array: data.runs.map(function (r) { return r.benchmarks[i].stddev; }),\n" +" visible: true\n" +" }\n" +" }\n" +" });\n" +" var layout = {\n" +" title: data.title,\n" +" showLegend: true,\n" +" xaxis: {\n" +" title: data.param,\n" +" type: data.logarithmic ? 'log' : '',\n" +" },\n" +" yaxis: {\n" +" title: 'Time (' + data.units + ')',\n" +" rangemode: 'tozero',\n" +" zeroline: true,\n" +" type: data.logarithmic ? 'log' : '',\n" +" },\n" +" legend: legendStyle\n" +" };\n" +" Plotly.newPlot(plotdiv, traces, layout);\n" +" }\n" +"\n" +" function plotSingleSummary(order) {\n" +" var traces = order.map(function (i) {\n" +" var b = data.runs[0].benchmarks[i]\n" +" return {\n" +" type: 'bar',\n" +" name: b.name,\n" +" x: [ data.title ],\n" +" y: [ b.mean ],\n" +" error_y: {\n" +" type: 'data',\n" +" array: [ b.stddev ],\n" +" visible: true\n" +" }\n" +" }\n" +" });\n" +" var layout = {\n" +" title: data.title,\n" +" showLegend: true,\n" +" xaxis: {\n" +" title: '',\n" +" showticklabels: false,\n" +" },\n" +" yaxis: {\n" +" title: 'Time (' + data.units + ')',\n" +" rangemode: 'tozero',\n" +" zeroline: true\n" +" },\n" +" legend: legendStyle\n" +" };\n" +" Plotly.newPlot(plotdiv, traces, layout);\n" +" }\n" +"\n" +" choosePlot();\n" +"}();\n" +" </script>\n" +" </body>\n" +"</html>\n" + }; + static std::string const the_template = []() -> std::string { + std::string s; + for(auto part : template_parts) { + s += part; + } + return s; + }(); + return the_template; + } + + std::string description() override { + return "outputs an HTML file with a single interactive chart of all benchmarks"; + } + + void do_configure(configuration& cfg) override { + cfg.no_analysis = false; + title = cfg.title; + n_samples = cfg.samples; + verbose = cfg.verbose; + logarithmic = cfg.params.run && cfg.params.run->op == "*"; + run_param = cfg.params.run ? cfg.params.run->name : ""; + } + + void do_warmup_start() override { + if(verbose) progress_stream() << "warming up\n"; + } + void do_estimate_clock_resolution_start() override { + if(verbose) progress_stream() << "estimating clock resolution\n"; + } + void do_estimate_clock_cost_start() override { + if(verbose) progress_stream() << "estimating cost of a clock call\n"; + } + + void do_params_start(parameters const& params) override { + if(verbose) progress_stream() << "\n\nnew parameter round\n" << params; + runs.emplace_back(); + runs.back().params = params; + } + void do_benchmark_start(std::string const& name) override { + if(verbose) progress_stream() << "\nbenchmarking " << name << "\n"; + runs.back().data.push_back({name, {}, {}}); + } + + void do_measurement_start(execution_plan<fp_seconds> plan) override { + progress_stream() << std::setprecision(7); + progress_stream().unsetf(std::ios::floatfield); + if(verbose) progress_stream() << "collecting " << n_samples << " samples, " << plan.iterations_per_sample << " iterations each, in estimated " << detail::pretty_duration(plan.estimated_duration) << "\n"; + } + void do_measurement_complete(std::vector<fp_seconds> const& samples) override { + runs.back().data.back().samples = samples; + } + void do_analysis_complete(sample_analysis<fp_seconds> const& analysis) override { + runs.back().data.back().analysis = analysis; + } + void do_benchmark_failure(std::exception_ptr) override { + error_stream() << runs.back().data.back().name << " failed to run successfully\n"; + } + + void do_suite_complete() override { + if(verbose) progress_stream() << "\ngenerating HTML report\n"; + + auto&& templ = template_string(); + auto magnitude = ideal_magnitude(); + + cpptempl::data_map map; + map["title"] = escape(title); + map["units"] = detail::units_for_magnitude(magnitude); + map["logarithmic"] = logarithmic; + map["runparam"] = run_param; + for (auto&& r : runs) { + cpptempl::data_map run_item; + cpptempl::data_list params; + for (auto&& p : r.params) { + cpptempl::data_map item; + item["name"] = p.first; + item["value"] = p.second; + params.push_back(item); + } + run_item["params"] = cpptempl::make_data(params); + for(auto&& d : r.data) { + cpptempl::data_map item; + item["name"] = escape(d.name); + cpptempl::data_map data; + if (!d.samples.empty()) { + data["mean"] = truncate(d.analysis.mean.point.count() * magnitude); + data["stddev"] = truncate(d.analysis.standard_deviation.point.count() * magnitude); + for(auto e : d.samples) + data["samples"].push_back(truncate(e.count() * magnitude)); + } + item["data"] = data; + run_item["benchmarks"].push_back(item); + } + map["runs"].push_back(run_item); + } + + cpptempl::parse(report_stream(), templ, map); + report_stream() << std::flush; + if(verbose) { + progress_stream() << "\n\nresult summary (" + << detail::units_for_magnitude(magnitude) + << ")\n"; + for (auto&& r : runs) { + for (auto&& p : r.params) + progress_stream() << "\n " << p.first << " = " << p.second; + progress_stream() << "\n"; + for(auto&& d : r.data) { + progress_stream() << " " << d.name << "\t " + << truncate(d.analysis.mean.point.count() * magnitude) << "\t " + << truncate(d.analysis.standard_deviation.point.count() * magnitude) + << "\n"; + } + } + progress_stream() << "\ndone\n"; + progress_stream() << std::flush; + } + } + + static double truncate(double x) { + return std::trunc(x * 1000.) / 1000.; + } + + double ideal_magnitude() const { + std::vector<fp_seconds> mins; + mins.reserve(runs.size() * runs.front().data.size()); + for (auto&& r : runs) { + for(auto&& d : r.data) { + if (d.samples.begin() != d.samples.end()) + mins.push_back(*std::min_element(d.samples.begin(), d.samples.end())); + } + } + auto min = *std::min_element(mins.begin(), mins.end()); + return detail::get_magnitude(min); + } + + static std::string escape(std::string const& source) { + static const std::unordered_map<char, std::string> escapes { + { '\'', "'" }, + { '"', """ }, + { '<', "<" }, + { '>', ">" }, + { '&', "&" }, + { '\\', "\\\\" }, + }; + return detail::escape(source, escapes); + } + + struct result_t { + std::string name; + std::vector<fp_seconds> samples; + sample_analysis<fp_seconds> analysis; + }; + + struct run_t { + parameters params; + std::vector<result_t> data; + }; + + int n_samples; + bool verbose; + std::string title; + bool logarithmic; + std::string run_param; + std::vector<run_t> runs; + }; + + NONIUS_REPORTER("html", html_reporter); +} // namespace nonius + +#endif // NONIUS_DISABLE_HTML_REPORTER +#endif // NONIUS_DISABLE_EXTRA_REPORTERS + +#endif // NONIUS_HPP +// #included from: main.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Executable building kit + +#define NONIUS_MAIN_HPP + +// #included from: detail/argparse.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// Command-line argument parsing + +#define NONIUS_ARGPARSE_HPP + +// #included from: detail/mismatch.h++ +// Nonius - C++ benchmarking tool +// +// Written in 2014- by the nonius contributors <nonius@rmf.io> +// +// To the extent possible under law, the author(s) have dedicated all copyright and related +// and neighboring rights to this software to the public domain worldwide. This software is +// distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication along with this software. +// If not, see <http://creativecommons.org/publicdomain/zero/1.0/> + +// mismatch algorithm + +#define NONIUS_DETAIL_MISMATCH_HPP + +#include <utility> + +namespace nonius { + namespace detail { + template <typename InputIt1, typename InputIt2, typename BinaryPredicate> + std::pair<InputIt1, InputIt2> mismatch(InputIt1 first1, InputIt1 last1, InputIt2 first2, InputIt2 last2, BinaryPredicate p) { + while(first1 != last1 && first2 != last2 && p(*first1, *first2)) { + ++first1, ++first2; + } + return std::make_pair(first1, first2); + } + } // namespace detail +} // namespace nonius + +#include <string> +#include <unordered_map> +#include <vector> +#include <algorithm> +#include <ostream> +#include <iomanip> +#include <tuple> +#include <functional> + +namespace nonius { + namespace detail { + struct option { + bool matches_short(std::string const& s) const { + return s == ("-" + short_form); + } + std::tuple<bool, std::string::const_iterator> long_separator(std::string const& s) const { + auto l = "--" + long_form; + auto its = detail::mismatch(s.begin(), s.end(), l.begin(), l.end(), [](char a, char b) { return a == b; }); + return std::make_tuple(its.second == l.end(), its.first); + } + bool matches_long(std::string const& s) const { + return std::get<0>(long_separator(s)); + } + bool matches_long(std::string const& s, std::string& argument) const { + bool match; std::string::const_iterator it; + std::tie(match, it) = long_separator(s); + if(match && it != s.end()) { + if(*it == '=') argument.assign(it+1, s.end()); + else return false; + } + return match; + } + + option(std::string long_form, std::string short_form, std::string description, std::string argument = std::string(), bool multiple = false) + : long_form(std::move(long_form)), short_form(std::move(short_form)), description(std::move(description)), argument(std::move(argument)), multiple(multiple) {} + + std::string long_form; + std::string short_form; + std::string description; + std::string argument; + bool multiple; + }; + + using option_set = std::vector<option>; + + struct help_text { + help_text(std::string name, option_set const& options) : name(std::move(name)), options(options) {} + std::string name; + option_set const& options; + }; + + template <typename Iterator, typename Projection> + int get_max_width(Iterator first, Iterator last, Projection proj) { + auto it = std::max_element(first, last, [&proj](option const& a, option const& b) { return proj(a) < proj(b); }); + return static_cast<int>(proj(*it)); + } + + inline std::ostream& operator<<(std::ostream& os, help_text h) { + os << "Usage: " << h.name << " [OPTIONS]\n\n"; + + auto lwidth = 2 + get_max_width(h.options.begin(), h.options.end(), [](option const& o) { return 2 + o.long_form.size() + 1 + o.argument.size(); }); + auto swidth = 2 + get_max_width(h.options.begin(), h.options.end(), [](option const& o) { return 1 + o.short_form.size() + 1 + o.argument.size(); }); + + os << std::left; + for(auto o : h.options) { + auto l = "--" + o.long_form; + auto s = "-" + o.short_form; + if(!o.argument.empty()) { + l += "=" + o.argument; + s += " " + o.argument; + } + os << std::setw(lwidth) << l + << std::setw(swidth) << s + << o.description + << '\n'; + } + return os; + } + + using arguments = std::unordered_multimap<std::string, std::string>; + + struct argument_error { + virtual ~argument_error() = default; + }; + + template <typename Iterator> + void parse_short(option const& o, arguments& args, Iterator& first, Iterator last) { + if(!o.argument.empty()) { + if(++first != last) { + args.emplace(o.long_form, *first); + } else { + throw argument_error(); + } + } else { + args.emplace(o.long_form, ""); + } + } + inline void parse_long(option const& o, arguments& args, std::string&& arg) { + args.emplace(o.long_form, std::move(arg)); + } + + template <typename Iterator> + arguments parse_arguments(option_set const& options, Iterator first, Iterator last) { + arguments args; + for(; first != last; ++first) { + bool parsed = false; + for(auto&& option : options) { + if(option.matches_short(*first)) { + parse_short(option, args, first, last); + parsed = true; + } else { + std::string arg; + if(option.matches_long(*first, arg)) { + parse_long(option, args, std::move(arg)); + parsed = true; + } + } + } + if(!parsed) { + throw argument_error(); + } + } + return args; + } + } // namespace detail +} // namespace nonius + +#include <boost/algorithm/string.hpp> + +#include <vector> +#include <string> +#include <stdexcept> +#include <exception> +#include <iostream> +#include <iomanip> +#include <utility> + +namespace nonius { + namespace detail { + template <typename T> + struct parser; + template <> + struct parser<int> { + static int parse(std::string const& s) { return std::stoi(s); } + }; + template <> + struct parser<double> { + static double parse(std::string const& s) { return std::stod(s); } + }; + template <> + struct parser<std::string> { + static std::string parse(std::string const& s) { return s; } + }; + template <> + struct parser<bool> { + static bool parse(std::string const&) { return true; } + }; + template <> + struct parser<param_configuration> { + static param_configuration parse(std::string const& param) { + auto v = std::vector<std::string>{}; + boost::split(v, param, boost::is_any_of(":")); + try { + if (v.size() > 0) { + auto name = v[0]; + auto def = global_param_registry().defaults().at(name); + if (v.size() == 2) + return {{{name, def.parse(v[1])}}, {}}; + else if (v.size() == 5) { + auto oper = v[1]; + auto init = def.parse(v[2]); + auto step = def.parse(v[3]); + auto count = boost::lexical_cast<std::size_t>(v[4]); + return {{}, run_configuration{name, oper, init, step, count}}; + } + } + } + catch (boost::bad_lexical_cast const&) {} + catch (std::out_of_range const&) {} + return {}; + } + }; + struct assign_fn { + template <typename T, typename U> + void operator() (T& dest, U&& src) const { dest = std::forward<U>(src); } + }; + template <typename T, typename Predicate, typename Assignment=assign_fn> + void parse(T& variable, detail::arguments& args, std::string const& option, Predicate&& is_valid, Assignment&& assign={}) { + auto rng = args.equal_range(option); + for (auto it = rng.first; it != rng.second; ++it) { + if(it != args.end()) { + auto value = parser<T>::parse(it->second); + if(is_valid(value)) { + std::forward<Assignment>(assign) (variable, std::move(value)); + } else { + throw argument_error(); + } + } + } + } + template <typename T> + void parse(T& variable, detail::arguments& args, std::string const& option) { + return parse(variable, args, option, [](T const&) { return true; }); + } + + inline detail::option_set const& command_line_options() { + static detail::option_set the_options { + detail::option("help", "h", "show this help message"), + detail::option("samples", "s", "number of samples to collect (default: 100)", "SAMPLES"), + detail::option("resamples", "rs", "number of resamples for the bootstrap (default: 100000)", "RESAMPLES"), + detail::option("confidence-interval", "ci", "confidence interval for the bootstrap (between 0 and 1, default: 0.95)", "INTERVAL"), + detail::option("param", "p", "set a benchmark parameter", "PARAM"), + detail::option("output", "o", "output file (default: <stdout>)", "FILE"), + detail::option("reporter", "r", "reporter to use (default: standard)", "REPORTER"), + detail::option("title", "t", "set report title", "TITLE"), + detail::option("no-analysis", "A", "perform only measurements; do not perform any analysis"), + detail::option("filter", "f", "only run benchmarks whose name matches the regular expression pattern", "PATTERN"), + detail::option("list", "l", "list benchmarks"), + detail::option("list-params", "lp", "list available parameters"), + detail::option("list-reporters", "lr", "list available reporters"), + detail::option("verbose", "v", "show verbose output (mutually exclusive with -q)"), + detail::option("summary", "q", "show summary output (mutually exclusive with -v)") + }; + return the_options; + } + + template <typename Iterator> + configuration parse_args(std::string const& name, Iterator first, Iterator last) { + try { + auto args = detail::parse_arguments(command_line_options(), first, last); + + configuration cfg; + + auto is_positive = [](int x) { return x > 0; }; + auto is_ci = [](double x) { return x > 0 && x < 1; }; + auto is_reporter = [](std::string const x) { return global_reporter_registry().count(x) > 0; }; + auto is_param = [](param_configuration const& x) { + return !x.map.empty() || x.run; + }; + auto merge_params = [](param_configuration& x, param_configuration&& y) { + x.map = std::move(x.map).merged(std::move(y.map)); + if (y.run) x.run = y.run; + }; + + parse(cfg.help, args, "help"); + parse(cfg.samples, args, "samples", is_positive); + parse(cfg.resamples, args, "resamples", is_positive); + parse(cfg.confidence_interval, args, "confidence-interval", is_ci); + parse(cfg.params, args, "param", is_param, merge_params); + parse(cfg.output_file, args, "output"); + parse(cfg.reporter, args, "reporter", is_reporter); + parse(cfg.no_analysis, args, "no-analysis"); + parse(cfg.filter_pattern, args, "filter"); + parse(cfg.list_benchmarks, args, "list"); + parse(cfg.list_params, args, "list-params"); + parse(cfg.list_reporters, args, "list-reporters"); + parse(cfg.verbose, args, "verbose"); + parse(cfg.summary, args, "summary"); + parse(cfg.title, args, "title"); + if(cfg.verbose && cfg.summary) throw argument_error(); + + return cfg; + } catch(...) { + std::cout << help_text(name, command_line_options()); + throw argument_error(); + } + } + } // namespace detail + + inline int print_help(std::string const& name) { + std::cout << detail::help_text(name, detail::command_line_options()); + return 0; + } + inline int list_benchmarks() { + std::cout << "All available benchmarks:\n"; + for(auto&& b : global_benchmark_registry()) { + std::cout << " " << b.name << "\n"; + } + std::cout << global_benchmark_registry().size() << " benchmarks\n\n"; + return 0; + } + inline int list_params() { + std::cout << "Available parameters (= default):\n" + << global_param_registry().defaults(); + return 0; + } + inline int list_reporters() { + using reporter_entry_ref = decltype(*global_reporter_registry().begin()); + auto cmp = [](reporter_entry_ref a, reporter_entry_ref b) { return a.first.size() < b.first.size(); }; + auto width = 2 + std::max_element(global_reporter_registry().begin(), global_reporter_registry().end(), cmp)->first.size(); + + std::cout << "Available reporters:\n"; + std::cout << std::left; + for(auto&& r : global_reporter_registry()) { + if(!r.first.empty()) { + std::cout << " " << std::setw(width) << r.first << r.second->description() << "\n"; + } + } + std::cout << '\n'; + return 0; + } + inline int run_it(configuration cfg) { + try { + nonius::go(cfg); + } catch(...) { + std::cerr << "PANIC: clock is on fire\n"; + try { + throw; + } catch(std::exception const& e) { + std::cerr << " " << e.what() << "\n"; + } catch(...) {} + return 23; + } + return 0; + } + + template <typename Iterator> + int main(std::string const& name, Iterator first, Iterator last) { + configuration cfg; + + try { + cfg = detail::parse_args(name, first, last); + } catch(detail::argument_error const&) { + return 17; + } + + if(cfg.help) return print_help(name); + else if(cfg.list_benchmarks) return list_benchmarks(); + else if(cfg.list_params) return list_params(); + else if(cfg.list_reporters) return list_reporters(); + else return run_it(cfg); + } + inline int main(int argc, char** argv) { + std::string name(argv[0]); + std::vector<std::string> args(argv+1, argv+argc); + return main(name, args.begin(), args.end()); + } +} + +#ifdef NONIUS_RUNNER +int main(int argc, char** argv) { + return nonius::main(argc, argv); +} +#endif // NONIUS_RUNNER + +#endif // NONIUS_SINGLE_INCLUDE_HPP |