// 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 "μs";
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 == "μs") 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"
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e=t[0].trace,n=s.select(this).select(\"g.legendpoints\").selectAll(\"path.legendbox\").data(u.traceIs(e,\"box\")&&e.visible?[t]:[]);n.enter().append(\"path\").classed(\"legendbox\",!0).attr(\"d\",\"M6,6H-6V-6H6Z\").attr(\"transform\",\"translate(20,0)\"),n.exit().remove(),n.each(function(t){var n=(t.lw+1||e.line.width+1)-1,r=s.select(this);r.style(\"stroke-width\",n+\"px\").call(d.fill,t.fc||e.fillcolor),n&&r.call(d.stroke,t.lc||e.line.color)})}function l(t){var e=t[0].trace,n=s.select(this).select(\"g.legendpoints\").selectAll(\"path.legendpie\").data(u.traceIs(e,\"pie\")&&e.visible?[t]:[]);n.enter().append(\"path\").classed(\"legendpie\",!0).attr(\"d\",\"M6,6H-6V-6H6Z\").attr(\"transform\",\"translate(20,0)\"),n.exit().remove(),n.size()&&n.call(p,t[0],e)}var s=t(\"d3\"),c=t(\"../../lib\"),u=t(\"../../plots/plots\"),f=t(\"../drawing\"),d=t(\"../color\"),h=t(\"../../traces/scatter/subtypes\"),p=t(\"../../traces/pie/style_one\");e.exports=function(t){t.each(functio"
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n=f.select(this),r=e,a=r.rangeselector,l=n.selectAll(\"g.button\").data(a.buttons);l.enter().append(\"g\").classed(\"button\",!0),l.exit().remove(),l.each(function(e){var n=f.select(this),l=b(r,e);e.isActive=o(r,e,l),n.call(i,a,e),n.call(s,a,e),n.on(\"click\",function(){t._dragged||d.relayout(t,l)}),n.on(\"mouseover\",function(){e.isHovered=!0,n.call(i,a,e)}),n.on(\"mouseout\",function(){e.isHovered=!1,n.call(i,a,e)})}),u(t,l,a,r._name),n.attr(\"transform\",\"translate(\"+a.lx+\",\"+a.ly+\")\")})}},{\"../../lib/svg_text_utils\":100,\"../../plotly\":107,\"../../plots/cartesian/axis_ids\":112,\"../../plots/plots\":130,\"../color\":18,\"../drawing\":41,\"../legend/anchor_utils\":54,\"./constants\":68,\"./get_update_object\":71,d3:9}],71:[function(t,e,n){\"use strict\";function r(t,e){var n,r=t.range,o=new Date(r[1]),i=e.step,l=e.count;switch(e.stepmode){case\"backward\":n=a.time[i].offset(o,-l).getTime();break;case\"todate\":var s=a.time[i].offset(o,-(l-1));n=a.time[i].floor(s).getTime()}var c=r[1];return[n,c]}var a=t(\"d3\");e.exports=function(t,e){var n=t._name,a={};if(\"all\"===e.step)a[n+\".autorange\"]=!0;else{var o=r(t,e);a[n+\".range[0]\"]=o[0],a[n+\".range[1]\"]=o[1]}return a}},{d3:9}],72:[function(t,e,n){\"use strict\";n.attributes=t(\"./attributes\"),n.supplyLayoutDefaults=t(\"./defaults\"),n.draw=t(\"./draw\")},{\"./attributes\":66,\"./defaults\":69,\"./draw\":70}],73:[function(t,e,n){\"use strict\";var r=t(\"../color/attributes\");e.exports={bgcolor:{valType:\"color\",dflt:r.background},bordercolor:{valType:\"color\",dflt:r.defaultLine},borderwidth:{valType:\"integer\",dflt:0,min:0},range:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},thickness:{valType:\"number\",dflt:.15,min:0,max:1},visible:{valType:\"boolean\",dflt:!0}}},{\"../color/attributes\":17}],74:[function(t,e,n){\"use strict\";var r=t(\"../../plotly\"),a=t(\"../../plots/cartesian/axes\"),o=t(\"../../lib\"),i=t(\"../../constants/xmlns_namespaces\").svg,l=t(\"./helpers\"),s=t(\"./range_plot\");e.exports=function(t){function e(t){var e=h.range[0],n=h.range[1],r=n-e,a=t/p*r+e;return a=o.constrain(a,e,n)}function n(t,e){t=t||-(1/0),e=e||1/0;var n=h.range[0],r=h.range[1],a=r-n,o=(t-n)/a*p,i=(e-n)/a*p;u(o,i)}function c(e,n){window.requestAnimationFrame?window.requestAnimationFrame(function(){r.relayout(t,\"xaxis.range\",[e,n])}):setTimeout(function(){r.relayout(t,\"xaxis.range\",[e,n])},16)}"
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L=r(M,h),T=r(M,p),z=0;z<L.length;z++){var S=e*(L[z]-g)/(v-g),E=n*(1-(T[z]-m)/(y-m));isNaN(S)||isNaN(E)||A.push([S,E])}c.appendChildren(f,a(M,A,e,n))}}return f}},{\"../../constants/xmlns_namespaces\":82,\"../../lib\":89,\"../drawing\":41,\"../drawing/symbol_defs\":42,\"./helpers\":76,d3:9}],79:[function(t,e,n){\"use strict\";var r=t(\"../annotations/attributes\"),a=t(\"../../traces/scatter/attributes\"),o=t(\"../../lib/extend\").extendFlat,i=a.line;e.exports={_isLinkedToArray:!0,type:{valType:\"enumerated\",values:[\"circle\",\"rect\",\"path\",\"line\"]},layer:{valType:\"enumerated\",values:[\"below\",\"above\"],dflt:\"above\"},xref:o({},r.xref,{}),x0:{valType:\"any\"},x1:{valType:\"any\"},yref:o({},r.yref,{}),y0:{valType:\"any\"},y1:{valType:\"any\"},path:{valType:\"string\"},opacity:{valType:\"number\",min:0,max:1,dflt:1},line:{color:i.color,width:i.width,dash:i.dash},fillcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\"}}},{\"../../lib/extend\":88,\"../../traces/scatter/attributes\":167,\"../annotations/attributes\":15}],80:[function(t,e,n){\"use strict\";function r(t,e){function n(e,n){return M.coerce(t,r,E.layoutAttributes,e,n)}var r={};n(\"layer\"),n(\"opacity\"),n(\"fillcolor\"),n(\"line.color\"),n(\"line.width\"),n(\"line.dash\");for(var a=t.path?\"path\":\"rect\",i=n(\"type\",a),l=[\"x\",\"y\"],s=0;2>s;s++){var c=l[s],u={_fullLayout:e},f=A.coerceRef(t,r,u,c);if(\"path\"!==i){var d=.25,h=.75;if(\"paper\"!==f){var p=A.getFromId(u,f),g=o(p);d=g(p.range[0]+d*(p.range[1]-p.range[0])),h=g(p.range[0]+h*(p.range[1]-p.range[0]))}n(c+\"0\",d),n(c+\"1\",h)}}return\"path\"===i?n(\"path\"):M.noneOrAll(t,r,[\"x0\",\"x1\",\"y0\",\"y1\"]),r}function a(t){return\"category\"===t.type?t.c2l:t.d2l}function o(t){return\"category\"===t.type?t.l2c:t.l2d}function i(t,e){t.layout.shapes=e,E.supplyLayoutDefaults(t.layout,t._fullLayout),E.drawAll(t)}function l(t){delete t.layout.shapes,t._fullLayout.shapes=[],E.drawAll(t)}function s(t,e,n){for(var r=0;r<t._fullLayout.shapes.length;r++)E.draw(t,r,e,n)}function c(t,e){h(t,e).selectAll('[data-index=\"'+e+'\"]').remove(),t._fullLayout.shapes.splice(e,1),t.layout.shapes.splice(e,1);for(var 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v=Object.keys(g);for(s=0;s<v.length;s++){var m=v[s];M.nestedProperty(u,m).set(g[m])}var y=[\"x0\",\"x1\",\"y0\",\"y1\"];for(s=0;4>s;s++){var b=y[s];if(void 0===g[b]&&void 0!==u[b]){var _,w=b.charAt(0),k=A.getFromId(t,A.coerceRef(f,{},t,w)),z=A.getFromId(t,A.coerceRef(u,{},t,w)),S=u[b];void 0!==g[w+\"ref\"]&&(k?(_=a(k)(S),S=(_-k.range[0])/(k.range[1]-k.range[0])):S=(S-z.domain[0])/(z.domain[1]-z.domain[0]),z?(_=z.range[0]+S*(z.range[1]-z.range[0]),S=o(z)(_)):S=k.domain[0]+S*(k.domain[1]-k.domain[0])),u[b]=S}}var E=r(u,t._fullLayout);t._fullLayout.shapes[e]=E;var C;if(\"below\"!==E.layer)C=(E.xref+E.yref).replace(/paper/g,\"\"),l(t._fullLayout._shapeUpperLayer);else if(\"paper\"===E.xref&&\"paper\"===E.yref)C=\"\",l(t._fullLayout._shapeLowerLayer);else{var O,P=t._fullLayout._plots||{},N=Object.keys(P);for(s=0,c=N.length;c>s;s++)O=P[N[s]],C=N[s],p(t,E,O)&&l(O.shapelayer)}}}function d(t,e,n,r){function a(t){var 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"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"
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"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 n(t){t.append(\"g\").classed(\"imagelayer\",!0),t.append(\"g\").classed(\"maplayer\",!0),t.append(\"g\").classed(\"barlayer\",!0),t.append(\"g\").classed(\"boxlayer\",!0),t.append(\"g\").classed(\"scatterlayer\",!0)}var r=t._fullLayout,a=[];r._paper.selectAll(\"g.subplot\").data(e).enter().append(\"g\").classed(\"subplot\",!0).each(function(o){var i=r._plots[o],l=i.plotgroup=S.select(this).classed(o,!0),s=i.xaxis,c=i.yaxis;i.overlays=[];var u=O.Axes.getFromId(t,s.overlaying)||s;u!==s&&u.overlaying&&(u=s,s.overlaying=!1);var f=O.Axes.getFromId(t,c.overlaying)||c;f!==c&&f.overlaying&&(f=c,c.overlaying=!1);var d=u._id+f._id;if(d!==o&&-1!==e.indexOf(d))i.mainplot=d,a.push(i),s.domain=u.domain.slice(),c.domain=f.domain.slice();else{i.bg=l.append(\"rect\").style(\"stroke-width\",0);var h=l.append(\"g\").classed(\"layer-subplot\",!0);i.shapelayer=h.append(\"g\").classed(\"shapelayer\",!0),i.imagelayer=h.append(\"g\").classed(\"imagelayer\",!0),i.gridlayer=l.append(\"g\"),i.overgrid=l.append(\"g\"),i.zerolinelayer=l.append(\"g\"),i.overzero=l.append(\"g\"),i.plot=l.append(\"g\").call(n),i.overplot=l.append(\"g\"),i.xlines=l.append(\"path\"),i.ylines=l.append(\"path\"),i.overlines=l.append(\"g\"),i.xaxislayer=l.append(\"g\"),i.yaxislayer=l.append(\"g\"),i.overaxes=l.append(\"g\")}i.draglayer=r._draggers.append(\"g\")}),a.forEach(function(t){var e=r._plots[t.mainplot];e.overlays.push(t),t.gridlayer=e.overgrid.append(\"g\"),t.zerolinelayer=e.overzero.append(\"g\"),t.plot=e.overplot.append(\"g\").call(n),t.xlines=e.overlines.append(\"path\"),t.ylines=e.overlines.append(\"path\"),t.xaxislayer=e.overaxes.append(\"g\"),t.yaxislayer=e.overaxes.append(\"g\")}),e.forEach(function(t){var e=r._plots[t];e.xlines.style(\"fill\",\"none\").classed(\"crisp\",!0),e.ylines.style(\"fill\",\"none\").classed(\"crisp\",!0)})}function L(t){return P.syncOrAsync([I.doAutoMargin,T],t)}function T(t){var e,n=t._fullLayout,r=n._size,a=O.Axes.list(t);for(e=0;e<a.length;e++)a[e]._linepositions={};n._paperdiv.style({width:n.width+\"px\",height:n.height+\"px\"}).selectAll(\".main-svg\").call(q.setSize,n.width,n.height),t._context.setBackground(t,n.paper_bgcolor);var o=[];return n._paper.selectAll(\"g.subplot\").each(function(e){var a=n._plots[e],i=O.Axes.getFromId(t,e,\"x\"),l=O.Axes.getFromId(t,e,\"y\");i.setScale(),l.setScale(),a.bg&&a.bg.call(q.setRect,i._offset-r.p,l._offset-r.p,i._length+2*r.p,l._length+2*r.p).call(j.fill,n.plot_bgcolor),a.clipId=\"clip\"+n._uid+e+\"plot\";var s=n._defs.selectAll(\"g.clips\").selectAll(\"#\"+a.clipId).data([0]);s.enter().append(\"clipPath\").attr({\"class\":\"plotclip\",id:a.clipId}).append(\"rect\"),s.selectAll(\"rect\").attr({width:i._length,height:l._length}),a.plot.call(P.setTranslate,i._offset,l._offset),a.plot.call(q.setClipUrl,a.clipId);var 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l=t.trace.hoverinfo;return\"all\"!==l&&(l=l.split(\"+\"),-1===l.indexOf(\"x\")&&(t.xLabel=void 0),-1===l.indexOf(\"y\")&&(t.yLabel=void 0),-1===l.indexOf(\"z\")&&(t.zLabel=void 0),-1===l.indexOf(\"text\")&&(t.text=void 0),-1===l.indexOf(\"name\")&&(t.name=void 0)),t}function c(t,e){var n,r,a=e.hovermode,o=e.rotateLabels,i=e.bgColor,l=e.container,s=e.outerContainer,c=t[0],u=c.xa,f=c.ya,d=\"y\"===a?\"yLabel\":\"xLabel\",g=c[d],v=(String(g)||\"\").split(\" \")[0],m=s.node().getBoundingClientRect(),_=m.top,w=m.width,M=m.height,A=c.distance<=k.MAXDIST&&(\"x\"===a||\"y\"===a);for(n=0;n<t.length;n++){r=t[n].trace.hoverinfo;var T=r.split(\"+\");if(-1===T.indexOf(\"all\")&&-1===T.indexOf(a)){A=!1;break}}var z=l.selectAll(\"g.axistext\").data(A?[0]:[]);z.enter().append(\"g\").classed(\"axistext\",!0),z.exit().remove(),z.each(function(){var 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i=\"top\"===u.side?\"-\":\"\";n.attr(\"d\",\"M0,0L\"+C+\",\"+i+C+\"H\"+(O+o.width/2)+\"v\"+i+(2*O+o.height)+\"H-\"+(O+o.width/2)+\"V\"+i+C+\"H-\"+C+\"Z\"),e.attr(\"transform\",\"translate(\"+(u._offset+(c.x0+c.x1)/2)+\",\"+(f._offset+(\"top\"===u.side?0:f._length))+\")\")}else{r.attr(\"text-anchor\",\"right\"===f.side?\"start\":\"end\").call(b.setPosition,(\"right\"===f.side?1:-1)*(O+C),_-o.top-o.height/2).selectAll(\"tspan.line\").attr({x:r.attr(\"x\"),y:r.attr(\"y\")});var l=\"right\"===f.side?\"\":\"-\";n.attr(\"d\",\"M0,0L\"+l+C+\",\"+C+\"V\"+(O+o.height/2)+\"h\"+l+(2*O+o.width)+\"V-\"+(O+o.height/2)+\"H\"+l+C+\"V-\"+C+\"Z\"),e.attr(\"transform\",\"translate(\"+(u._offset+(\"right\"===f.side?u._length:0))+\",\"+(f._offset+(c.y0+c.y1)/2)+\")\")}t=t.filter(function(t){return void 0!==t.zLabelVal||(t[d]||\"\").split(\" \")[0]===v})});var S=l.selectAll(\"g.hovertext\").data(t,function(t){return[t.trace.index,t.index,t.x0,t.y0,t.name,t.attr,t.xa,t.ya||\"\"].join(\",\")});return S.enter().append(\"g\").classed(\"hovertext\",!0).each(function(){var t=h.select(this);t.append(\"rect\").call(x.fill,x.addOpacity(i,.8)),t.append(\"text\").classed(\"name\",!0).call(b.font,N,P),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(b.font,N,P)}),S.exit().remove(),S.each(function(t){var e=h.select(this).attr(\"transform\",\"\"),n=\"\",r=\"\",l=x.opacity(t.color)?t.color:x.defaultLine,s=x.combine(l,i),c=p(s).getBrightness()>128?\"#000\":x.background;if(t.name&&void 0===t.zLabelVal){var u=document.createElement(\"p\");u.innerHTML=t.name,n=u.textContent||\"\",n.length>15&&(n=n.substr(0,12)+\"...\")}void 0!==t.extraText&&(r+=t.extraText),void 0!==t.zLabel?(void 0!==t.xLabel&&(r+=\"x: \"+t.xLabel+\"<br>\"),void 0!==t.yLabel&&(r+=\"y: \"+t.yLabel+\"<br>\"),r+=(r?\"z: \":\"\")+t.zLabel):A&&t[a+\"Label\"]===g?r=t[(\"x\"===a?\"y\":\"x\")+\"Label\"]||\"\":void 0===t.xLabel?void 0!==t.yLabel&&(r=t.yLabel):r=void 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m,k,T=f.node().getBoundingClientRect(),z=t.xa._offset+(t.x0+t.x1)/2,S=t.ya._offset+(t.y0+t.y1)/2,E=Math.abs(t.x1-t.x0),P=Math.abs(t.y1-t.y0),N=T.width+C+O+v;t.ty0=_-T.top,t.bx=T.width+2*O,t.by=T.height+2*O,t.anchor=\"start\",t.txwidth=T.width,t.tx2width=v,t.offset=0,o?(t.pos=z,m=M>=S+P/2+N,k=S-P/2-N>=0,\"top\"!==t.idealAlign&&m||!k?m?(S+=P/2,t.anchor=\"start\"):t.anchor=\"middle\":(S-=P/2,t.anchor=\"end\")):(t.pos=S,m=w>=z+E/2+N,k=z-E/2-N>=0,\"left\"!==t.idealAlign&&m||!k?m?(z+=E/2,t.anchor=\"start\"):t.anchor=\"middle\":(z-=E/2,t.anchor=\"end\")),f.attr(\"text-anchor\",t.anchor),v&&d.attr(\"text-anchor\",t.anchor),e.attr(\"transform\",\"translate(\"+z+\",\"+S+\")\"+(o?\"rotate(\"+L+\")\":\"\"))}),S}function u(t,e){function n(t){var e=t[0],n=t[t.length-1];if(a=e.pmin-e.pos-e.dp+e.size,o=n.pos+n.dp+n.size-e.pmax,a>.01){for(l=t.length-1;l>=0;l--)t[l].dp+=a;r=!1}if(!(.01>o)){if(-.01>a){for(l=t.length-1;l>=0;l--)t[l].dp-=o;r=!1}if(r){var c=0;for(i=0;i<t.length;i++)s=t[i],s.pos+s.dp+s.size>e.pmax&&c++;for(i=t.length-1;i>=0&&!(0>=c);i--)s=t[i],s.pos>e.pmax-1&&(s.del=!0,c--);for(i=0;i<t.length&&!(0>=c);i++)if(s=t[i],s.pos<e.pmin+1)for(s.del=!0,c--,o=2*s.size,l=t.length-1;l>=0;l--)t[l].dp-=o;for(i=t.length-1;i>=0&&!(0>=c);i--)s=t[i],s.pos+s.dp+s.size>e.pmax&&(s.del=!0,c--)}}}for(var r,a,o,i,l,s,c,u=0,f=t.map(function(t,n){var r=t[e];return[{i:n,dp:0,pos:t.pos,posref:t.posref,size:t.by*(\"x\"===r._id.charAt(0)?z:1)/2,pmin:r._offset,pmax:r._offset+r._length}]}).sort(function(t,e){return t[0].posref-e[0].posref});!r&&u<=t.length;){for(u++,r=!0,i=0;i<f.length-1;){var d=f[i],h=f[i+1"
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r=\"end\"===t.anchor?-1:1,a=n.select(\"text.nums\"),o={start:1,end:-1,middle:0}[t.anchor],i=o*(C+O),l=i+o*(t.txwidth+O),s=0,c=t.offset;\"middle\"===t.anchor&&(i-=t.tx2width/2,l-=t.tx2width/2),e&&(c*=-E,s=t.offset*S),n.select(\"path\").attr(\"d\",\"middle\"===t.anchor?\"M-\"+t.bx/2+\",-\"+t.by/2+\"h\"+t.bx+\"v\"+t.by+\"h-\"+t.bx+\"Z\":\"M0,0L\"+(r*C+s)+\",\"+(C+c)+\"v\"+(t.by/2-C)+\"h\"+r*t.bx+\"v-\"+t.by+\"H\"+(r*C+s)+\"V\"+(c-C)+\"Z\"),a.call(b.setPosition,i+s,c+t.ty0-t.by/2+O).selectAll(\"tspan.line\").attr({x:a.attr(\"x\"),y:a.attr(\"y\")}),t.tx2width&&(n.select(\"text.name, text.name tspan.line\").call(b.setPosition,l+o*O+s,c+t.ty0-t.by/2+O),n.select(\"rect\").call(b.setRect,l+(o-1)*t.tx2width/2+s,c-t.by/2-1,t.tx2width,t.by+2))})}function d(t,e,n){if(!e.target)return!1;if(!n||n.length!==t._hoverdata.length)return!0;for(var r=n.length-1;r>=0;r--){var a=n[r],o=t._hoverdata[r];if(a.curveNumber!==o.curveNumber||String(a.pointNumber)!==String(o.pointNumber))return!0}return!1}var h=t(\"d3\"),p=t(\"tinycolor2\"),g=t(\"fast-isnumeric\"),v=t(\"../../lib\"),m=t(\"../../lib/events\"),y=t(\"../../lib/svg_text_utils\"),x=t(\"../../components/color\"),b=t(\"../../components/drawing\"),_=t(\"../../components/dragelement\"),w=t(\"./axes\"),k=t(\"./constants\"),M=t(\"./dragbox\"),A=e.exports={};A.unhover=_.unhover,A.layoutAttributes={dragmode:{valType:\"enumerated\",values:[\"zoom\",\"pan\",\"select\",\"lasso\",\"orbit\",\"turntable\"],dflt:\"zoom\"},hovermode:{valType:\"enumerated\",values:[\"x\",\"y\",\"closest\",!1]}},A.supplyLayoutDefaults=function(t,e,n){function r(n,r){return v.coerce(t,e,A.layoutAttributes,n,r)}r(\"dragmode\");var a;if(e._has(\"cartesian\")){var o=e._isHoriz=A.isHoriz(n);a=o?\"y\":\"x\"}else a=\"closest\";r(\"hovermode\",a)},A.isHoriz=function(t){for(var e=!0,n=0;n<t.length;n++){var r=t[n];if(\"h\"!==r.orientation){e=!1;break}}return e},A.init=function(t){var e=t._fullLayout;if(e._has(\"cartesian\")&&!t._context.staticPlot){var n=Object.keys(e._plots||{}).sort(function(t,n){if((e._plots[t].mainplot&&!0)===(e._plots[n].mainplot&&!0)){var r=t.split(\"y\"),a=n.split(\"y\");return r[0]===a[0]?Number(r[1]||1)-Number(a[1]||1):Number(r[0]||1)-Number(a[0]||1)}return e._plots[t].mainplot?1:-1});n.forEach(function(n){var r=e._plots[n];if(e._has(\"cartesian\")){var a=r.x(),o=r.y(),i=(a._linepositions[n]||[])[3],l=(o._linepositions[n]||[])[3],s=k.DRAGGERSIZE;if(g(i)&&\"top\"===a.side&&(i-=s),g(l)&&\"right\"!==o.side&&(l-=s),!r.mainplot){var c=M(t,r,0,0,a._length,o._length,\"ns\",\"ew\");c.onmousemove=function(r){A.hover(t,r,n),e._lasthover=c,e._hoversubplot=n},c.onmouseout=function(e){t._dragging||_.unhover(t,e)},c.onclick=function(e){A.click(t,e)},M(t,r,-s,-s,s,s,\"n\",\"w\"),M(t,r,a._length,-s,s,s,\"n\",\"e\"),M(t,r,-s,o._length,s,s,\"s\",\"w\"),M(t,r,a._length,o._length,s,s,\"s\",\"e\")}g(i)&&(\"free\"===a.anchor&&(i-=e._size.h*(1-o.domain[1])),M(t,r,.1*a._length,i,.8*a._length,s,\"\",\"ew\"),M(t,r,0,i,.1*a._length,s,\"\",\"w\"),M(t,r,.9*a._length,i,.1*a._length,s,\"\",\"e\")),g(l)&&(\"free\"===o.anchor&&(l-=e._size.w*a.domain[0]),M(t,r,l,.1*o._length,s,.8*o._length,\"ns\",\"\"),M(t,r,l,.9*o._length,s,.1*o._length,\"s\",\"\"),M(t,r,l,0,s,.1*o._length,\"n\",\"\"))}});var r=e._hoverlayer.node();r.onmousemove=function(n){n.target=e._lasthover,A.hover(t,n,e._hoversubplot)},r.onclick=function(n){n.target=e._lasthover,A.click(t,n)},r.onmousedown=function(t){e._lasthover.onmousedown(t)}}};var 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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 this.textContent+f.radialAxis.ticksSuffix}).style(B).style({\"text-anchor\":\"start\"}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return\"horizontal\"===f.radialAxis.tickOrientation?\"rotate(\"+-f.radialAxis.orientation+\") translate(\"+[0,B[\"font-size\"]]+\")\":\"translate(\"+[0,B[\"font-size\"]]+\")\"}}),X.selectAll(\"g>line\").style({stroke:\"black\"})}var W=e.select(\".angular.axis-group\").selectAll(\"g.angular-tick\").data(N),J=W.enter().append(\"g\").classed(\"angular-tick\",!0);W.attr({transform:function(t,e){return\"rotate(\"+s(t,e)+\")\"}}).style({display:f.angularAxis.visible?\"block\":\"none\"}),W.exit().remove(),J.append(\"line\").classed(\"grid-line\",!0).classed(\"major\",function(t,e){return e%(f.minorTicks+1)==0}).classed(\"minor\",function(t,e){return!(e%(f.minorTicks+1)==0)}).style(F),J.selectAll(\".minor\").style({stroke:f.minorTickColor}),W.select(\"line.grid-line\").attr({x1:f.tickLength?x-f.tickLength:0,x2:x}).style({display:f.angularAxis.gridLinesVisible?\"block\":\"none\"}),J.append(\"text\""
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").classed(\"axis-text\",!0).style(B);var K=W.select(\"text.axis-text\").attr({x:x+f.labelOffset,dy:\".35em\",transform:function(t,e){var n=s(t,e),r=x+f.labelOffset,a=f.angularAxis.tickOrientation;return\"horizontal\"==a?\"rotate(\"+-n+\" \"+r+\" 0)\":\"radial\"==a?270>n&&n>90?\"rotate(180 \"+r+\" 0)\":null:\"rotate(\"+(180>=n&&n>0?-90:90)+\" \"+r+\" 0)\"}}).style({\"text-anchor\":\"middle\",display:f.angularAxis.labelsVisible?\"block\":\"none\"}).text(function(t,e){return e%(f.minorTicks+1)!=0?\"\":k?k[t]+f.angularAxis.ticksSuffix:t+f.angularAxis.ticksSuffix}).style(B);f.angularAxis.rewriteTicks&&K.text(function(t,e){return e%(f.minorTicks+1)!=0?\"\":f.angularAxis.rewriteTicks(this.textContent,e)});var tt=a.max(q.selectAll(\".angular-tick text\")[0].map(function(t,e){return t.getCTM().e+t.getBBox().width}));j.attr({transform:\"translate(\"+[x+tt,f.margin.top]+\")\"});var et=e.select(\"g.geometry-group\").selectAll(\"g\").size()>0,nt=e.select(\"g.geometry-group\").selectAll(\"g.geometry\").data(h);if(nt.enter().append(\"g\").attr({\"class\":function(t,e){return\"geometry geometry\"+e}}),nt.exit().remove(),h[0]||et){var rt=[];h.forEach(function(t,e){var n={};n.radialScale=r,n.angularScale=l,n.container=nt.filter(function(t,n){return n==e}),n.geometry=t.geometry,n.orientation=f.orientation,n.direction=f.direction,n.index=e,rt.push({data:t,geometryConfig:n})});var at=a.nest().key(function(t,e){return\"undefined\"!=typeof t.data.groupId||\"unstacked\"}).entries(rt),ot=[];at.forEach(function(t,e){\"unstacked\"===t.key?ot=ot.concat(t.values.map(function(t,e){return[t]})):ot.push(t.values)}),ot.forEach(function(t,e){var n;n=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var r=t.map(function(t,e){return i(o[n].defaultConfig(),t)});o[n]().config(r)()})}var it,lt,st=e.select(\".guides-group\"),ct=e.select(\".tooltips-group\"),ut=o.tooltipPanel().config({container:ct,fontSize:8})(),ft=o.tooltipPanel().config({container:ct,fontSize:8})(),dt=o.tooltipPanel().config({container:ct,hasTick:!0})();if(!A){var ht=st.select(\"line\").attr({\n"
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"x1:0,y1:0,y2:0}).style({stroke:\"grey\",\"pointer-events\":\"none\"});q.on(\"mousemove.angular-guide\",function(t,e){var n=o.util.getMousePos($).angle;ht.attr({x2:-x,transform:\"rotate(\"+n+\")\"}).style({opacity:.5});var r=(n+180+360-f.orientation)%360;it=l.invert(r);var a=o.util.convertToCartesian(x+12,n+180);ut.text(o.util.round(it)).move([a[0]+_[0],a[1]+_[1]])}).on(\"mouseout.angular-guide\",function(t,e){st.select(\"line\").style({opacity:0})})}var pt=st.select(\"circle\").style({stroke:\"grey\",fill:\"none\"});q.on(\"mousemove.radial-guide\",function(t,e){var n=o.util.getMousePos($).radius;pt.attr({r:n}).style({opacity:.5}),lt=r.invert(o.util.getMousePos($).radius);var a=o.util.convertToCartesian(n,f.radialAxis.orientation);ft.text(o.util.round(lt)).move([a[0]+_[0],a[1]+_[1]])}).on(\"mouseout.radial-guide\",function(t,e){pt.style({opacity:0}),dt.hide(),ut.hide(),ft.hide()}),e.selectAll(\".geometry-group .mark\").on(\"mouseover.tooltip\",function(t,n){var r=a.select(this),i=r.style(\"fill\"),l=\"black\",s=r.style(\"opacity\")||1;if(r.attr({\"data-opacity\":s}),\"none\"!=i){r.attr({\"data-fill\":i}),l=a.hsl(i).darker().toString(),r.style({fill:l,opacity:1});var c={t:o.util.round(t[0]),r:o.util.round(t[1])};A&&(c.t=k[t[0]]);var u=\"t: \"+c.t+\", r: \"+c.r,f=this.getBoundingClientRect(),d=e.node().getBoundingClientRect(),h=[f.left+f.width/2-Z[0]-d.left,f.top+f.height/2-Z[1]-d.top];dt.config({color:l}).text(u),dt.move(h)}else i=r.style(\"stroke\"),r.attr({\"data-stroke\":i}),l=a.hsl(i).darker().toString(),r.style({stroke:l,opacity:1})}).on(\"mousemove.tooltip\",function(t,e){return 0!=a.event.which?!1:void(a.select(this).attr(\"data-fill\")&&dt.show())}).on(\"mouseout.tooltip\",function(t,e){dt.hide();var n=a.select(this),r=n.attr(\"data-fill\");r?n.style({fill:r,opacity:n.attr(\"data-opacity\")}):n.style({stroke:n.attr(\"data-stroke\"),opacity:n.attr(\"data-opacity\")})})}),d}var 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r=e*Math.PI/180,a=t(r);return[e,a]});return r},o.util.dataFromEquation=function(t,e,n){var r=e||6,o=[],i=[];a.range(0,360+r,r).forEach(function(e,n){var r=e*Math.PI/180,a=t(r);o.push(e),i.push(a)});var l={t:o,r:i};return n&&(l.name=n),l},o.util.ensureArray=function(t,e){if(\"undefined\"==typeof t)return null;var n=[].concat(t);return a.range(e).map(function(t,e){return n[e]||n[0]})},o.util.fillArrays=function(t,e,n){return e.forEach(function(e,r){t[e]=o.util.ensureArray(t[e],n)}),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){\"string\"==typeof e&&(e=e.split(\".\"));var n=e.shift();return t[n]&&(!e.length||objHasKeys(t[n],e))},o.util.sumArrays=function(t,e){return a.zip(t,e).map(function(t,e){return a.sum(t)})},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var n=Math.max(t.length,e.length,1);n-- >=0&&t[n]===e[n];);return-2===n},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter(function(t,e,n){return n.indexOf(t)==e})},o.util.convertToCartesian=function(t,e){var n=e*Math.PI/180,r=t*Math.cos(n),a=t*Math.sin(n);return[r,a]},o.util.round=function(t,e){var n=e||2,r=Math.pow(10,n);return Math.round(t*r)/r},o.util.getMousePos=function(t){var e=a.mouse(t.node()),n=e[0],r=e[1],o={};return o.x=n,o.y=r,o.pos=e,o.angle=180*(Math.atan2(r,n)+Math.PI)/Math.PI,o.radius=Math.sqrt(n*n+r*r),o},o.util.duplicatesCount=function(t){for(var e,n={},r={},a=0,o=t.length;o>a;a++)e=t[a],e in n?(n[e]++,r[e]=n[e]):n[e]=1;return r},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,n,r){if(r){var a=n.slice();n=e,e=a}var o=e.reduce(function(t,e){return\"undefined\"!=typeof t?t[e]:void 0},t);\"undefined\"!=typeof o&&(e.reduce(function(t,n,r){return\"undefined\"!=typeof t?(r===e.length-1&&delete t[n],t[n]):void 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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 l.tickLength&&(l.angularaxis.ticklen=l.tickLength,delete l.tickLength),l.tickColor&&(l.angularaxis.tickcolor=l.tickColor,delete l.tickColor)):(l.angularAxis&&\"undefined\"!=typeof l.angularAxis.ticklen&&(l.tickLength=l.angularAxis.ticklen),l.angularAxis&&\"undefined\"!=typeof l.angularAxis.tickcolor&&(l.tickColor=l.angularAxis.tickcolor)),l.legend&&\"boolean\"!=typeof l.legend.reverseOrder&&(l.legend.reverseOrder=\"normal\"!=l.legend.reverseOrder),l.legend&&\"boolean\"==typeof l.legend.traceorder&&(l.legend.traceorder=l.legend.traceorder?\"reversed\":\"normal\",delete l.legend.reverseOrder),l.margin&&\"undefined\"!=typeof l.margin.t){var c=[\"t\",\"r\",\"b\",\"l\",\"pad\"],u=[\"top\",\"right\",\"bottom\",\"left\",\"pad\"],f={};a.entries(l.margin).forEach(function(t,e){f[u[c.indexOf(t.key)]]=t.value}),l.margin=f}e&&(delete l.needsEndSpacing,delete l.minorTickColor,delete l.minorTicks,delete l.angularaxis.ticksCount,delete l.angularaxis.ticksCount,delete l.angularaxis.ticksStep,delete l.angularaxis.rewriteTicks,delete l.angularaxis.nticks,delete l.radialaxis.ticksCount,delete l.radialaxis.ticksCount,delete l.radialaxis.ticksStep,delete l.radialaxis.rewriteTicks,delete l.radialaxis.nticks),n.layout=l}return n},t}},{\"../../plotly\":107,\"./micropolar_manager\":134,d3:9}],134:[function(t,e,n){\"use strict\";var r=t(\"../../plotly\"),a=t(\"d3\"),o=t(\"./undo_manager\"),i=e.exports={},l=r.Lib.extendDeepAll;i.framework=function(t){function e(e,o){return o&&(f=o),a.select(a.select(f).node().parentNode).selectAll(\".svg-container>*:not(.chart-root)\").remove(),n=n?l(n,e):e,c||(c=r.micropolar.Axis()),u=r.micropolar.adapter.plotly().convert(n),c.config(u).render(f),t.data=n.data,t.layout=n.layout,i.fillLayout(t),n}var n,s,c,u,f,d=new o;return e.isPolar=!0,e.svg=function(){return c.svg()},e.getConfig=function(){return n},e.getLiveConfig=function(){return r.micropolar.adapter.plotly().convert(c.getLiveConfig(),!0)},e.getLiveScales=function(){return{t:c.angularScale(),r:c.radialScale()}},e.setUndoPoint=function(){var t=this,e=r.micropolar.util.cloneJson(n);!function(e,n){d.add({undo:function(){n&&t(n)},redo:function(){t(e)}})}(e,s),s=r.micropolar.util.cloneJson(e)},e.undo=function(){d.undo()},e.redo=function(){d.redo()},e},i.fillLayout=function(t){var e=a.select(t).selectAll(\".plot-container\"),n=e.selectAll(\".svg-container\"),o=t.framework&&t.framework.svg&&t.framework.svg(),i={width:800,height:600,paper_bgcolor:r.Color.background,_container:e,_paperdiv:n,_paper:o};t._fullLayout=l(i,t.layout)}},{\"../../plotly\":107,\"./undo_manager\":135,d3:9}],135:[function(t,e,n){\"use strict\";e.exports=function(){function t(t,e){return t?(a=!0,t[e](),a=!1,this):this}var e,n=[],r=-1,a=!1;return{add:function(t){return a?this:(n.splice(r+1,n.length-r),n.push(t),r=n.length-1,this)},setCallback:function(t){e=t},undo:function(){var a=n[r];return a?(t(a,\"undo\"),r-=1,e&&e(a.undo),thi"
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"s):this},redo:function(){var a=n[r+1];return a?(t(a,\"redo\"),r+=1,e&&e(a.redo),this):this},clear:function(){n=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r<n.length-1},getCommands:function(){return n},getPreviousCommand:function(){return n[r-1]},getIndex:function(){return r}}}},{}],136:[function(t,e,n){\"use strict\";function r(t){var e;switch(t){case\"themes__thumb\":e={autosize:!0,width:150,height:150,title:\"\",showlegend:!1,margin:{l:5,r:5,t:5,b:5,pad:0},annotations:[]};break;case\"thumbnail\":e={title:\"\",hidesources:!0,showlegend:!1,borderwidth:0,bordercolor:\"\",margin:{l:1,r:1,t:1,b:1,pad:0},annotations:[]};break;default:e={}}return e}function a(t){var e=[\"xaxis\",\"yaxis\",\"zaxis\"];return e.indexOf(t.slice(0,5))>-1}var o=t(\"../plotly\"),i=o.Lib.extendFlat,l=o.Lib.extendDeep;e.exports=function(t,e){t.framework&&t.framework.isPolar&&(t=t.framework.getConfig());var n,s=t.data,c=t.layout,u=l([],s),f=l({},c,r(e.tileClass));if(e.width&&(f.width=e.width),e.height&&(f.height=e.height),\"thumbnail\"===e.tileClass||\"themes__thumb\"===e.tileClass){f.annotations=[];var d=Object.keys(f);for(n=0;n<d.length;n++)a(d[n])&&(f[d[n]].title=\"\");for(n=0;n<u.length;n++){var h=u[n];h.showscale=!1,h.marker&&(h.marker.showscale=!1),\"pie\"===h.type&&(h.textposition=\"none\")}}if(Array.isArray(e.annotations))for(n=0;n<e.annotations.length;n++)f.annotations.push(e.annotations[n]);var p=o.Plots.getSubplotIds(f,\"gl3d\");if(p.length){var g={};for(\"thumbnail\"===e.tileClass&&(g={title:\"\",showaxeslabels:!1,showticklabels:!1,linetickenable:!1}),n=0;n<p.length;n++){var v=p[n];i(f[v].xaxis,g),i(f[v].yaxis,g),i(f[v].zaxis,g),f[v]._scene=null}}var m=document.createElement(\"div\");e.tileClass&&(m.className=e.tileClass);var y={td:m,layout:f,data:u,config:{staticPlot:void 0===e.staticPlot?!0:e.staticPlot,plotGlPixelRatio:void 0===e.plotGlPixelRatio?2:e.plotGlPixelRatio,displaylogo:e.displaylogo||!1,showLink:e.showLink||!1,showTips:e.showTips||!1}};return\"transparent\"!==e.setBackground&&(y.config.setBackground=e.setBackground||\"opaque\"),y.td.defaultLayout=r(e.tileClass),y}},{\"../plotly\":107}],137:[function(t,e,n){\"use strict\";function r(t,e){return e=e||{},e.format=e.format||\"png\",new Promise(function(n,r){t._snapshotInProgress&&r(new Error(\"Snapshotting already in progress.\")),o.isIE()&&\"svg\"!==e.format&&r(new Error(\"Sorry IE does not support downloading from canvas. 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strict\";function r(t,e){for(var n=[],r=0;r<t.length;r++){var a=t[r],o=a[0].trace;o._module===e&&o.visible===!0&&n.push(a)}return n}var a=t(\"../../plots/plots\");n.name=\"pie\",n.plot=function(t){var e=a.getModule(\"pie\"),n=r(t.calcdata,e);n.length&&e.plot(t,n)},n.clean=function(t,e,n,r){var a=r._has&&r._has(\"pie\"),o=e._has&&e._has(\"pie\");a&&!o&&r._pielayer.selectAll(\"g.trace\").remove()}},{\"../../plots/plots\":130}],157:[function(t,e,n){\"use strict\";function r(t){if(!s){var e=i.defaults;s=e.slice();var n;for(n=0;n<e.length;n++)s.push(o(e[n]).lighten(20).toHexString());for(n=0;n<i.defaults.length;n++)s.push(o(e[n]).darken(20).toHexString())}return s[t%s.length]}var a=t(\"fast-isnumeric\"),o=t(\"tinycolor2\"),i=t(\"../../components/color\"),l=t(\"./helpers\");e.exports=function(t,e){var n,s,c,u,f,d,h=e.values,p=e.labels,g=[],v=t._fullLayout,m=v._piecolormap,y={},x=!1,b=0,_=v.hiddenlabels||[];if(e.dlabel)for(p=new Array(h.length),n=0;n<h.length;n++)p[n]=String(e.label0+n*e.dlabel);for(n=0;n<h.length;n++)s=h[n],a(s)&&(s=+s,0>s||(c=p[n],void 0!==c&&\"\"!==c||(c=n),c=String(c),void 0===y[c]&&(y[c]=!0,u=o(e.marker.colors[n]),u.isValid()?(u=i.addOpacity(u,u.getAlpha()),m[c]||(m[c]=u)):m[c]?u=m[c]:(u=!1,x=!0),f=-1!==_.indexOf(c),f||(b+=s),g.push({v:s,label:c,color:u,i:n,hidden:f}))));if(e.sort&&g.sort(function(t,e){return e.v-t.v}),x)for(n=0;n<g.length;n++)d=g[n],d.color===!1&&(m[d.label]=d.color=r(v._piedefaultcolorcount),v._piedefaultcolorcount++);if(g[0]&&(g[0].vTotal=b),e.textinfo&&\"none\"!==e.textinfo){var w,k=-1!==e.textinfo.indexOf(\"label\"),M=-1!==e.textinfo.indexOf(\"text\"),A=-1!==e.textinfo.indexOf(\"value\"),L=-1!==e.textinfo.indexOf(\"percent\"),T=v.separators;for(n=0;n<g.length;n++)d=g[n],w=k?[d.label]:[],M&&e.text[d.i]&&w.push(e.text[d.i]),A&&w.push(l.formatPieValue(d.v,T)),L&&w.push(l.formatPiePercent(d.v/b,T)),d.text=w.join(\"<br>\")}return g};var s},{\"../../components/color\":18,\"./helpers\":159,\"fast-isnumeric\":11,tinycolor2:13}],158:[function(t,e,n){\"use strict\";var r=t(\"../../lib\"),a=t(\"./attributes\");e.exports=function(t,e,n,o){function i(n,o){return r.coerce(t,e,a,n,o)}var l=r.coerceFont,s=i(\"values\");if(!Array.isArray(s)||!s.length)return void(e.visible=!1);var c=i(\"labels\");Array.isArray(c)||(i(\"label0\"),i(\"dlabel\"));var u=i(\"marker.line.width\");u&&i(\"marker.line.color\");var f=i(\"marker.colors\");Array.isArray(f)||(e.marker.colors=[]),i(\"scalegroup\");var d=i(\"text\"),h=i(\"textinfo\",Array.isArray(d)?\"text+percent\":\"percent\");if(i(\"hoverinfo\",1===o._dataLength?\"label+text+value+percent\":void 0),h&&\"none\"!==h){var p=i(\"textposition\"),g=Array.isArray(p)||\"auto\"===p,v=g||\"inside\"===p,m=g||\"outside\"===p;if(v||m){var y=l(i,\"textfont\",o.font);v&&l(i,\"insidetextfont\",y),m&&l(i,\"outsidetextfont\",y)}}i(\"domain.x\"),i(\"domain.y\"),i(\"hol"
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r={};r.attributes=t(\"./attributes\"),r.supplyDefaults=t(\"./defaults\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.layoutAttributes=t(\"./layout_attributes\"),r.calc=t(\"./calc\"),r.plot=t(\"./plot\"),r.style=t(\"./style\"),r.styleOne=t(\"./style_one\"),r.moduleType=\"trace\",r.name=\"pie\",r.basePlotModule=t(\"./base_plot\"),r.categories=[\"pie\",\"showLegend\"],r.meta={},e.exports=r},{\"./attributes\":155,\"./base_plot\":156,\"./calc\":157,\"./defaults\":158,\"./layout_attributes\":161,\"./layout_defaults\":162,\"./plot\":163,\"./style\":164,\"./style_one\":165}],161:[function(t,e,n){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\"}}},{}],162:[function(t,e,n){\"use strict\";var r=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function n(n,o){return r.coerce(t,e,a,n,o)}n(\"hiddenlabels\")}},{\"../../lib\":89,\"./layout_attributes\":161}],163:[function(t,e,n){\"use strict\";function r(t,e,n){var r=Math.sqrt(t.width*t.width+t.height*t.height),o=t.width/t.height,i=Math.PI*Math.min(e.v/n.vTotal,.5),l=1-n.trace.hole,s=a(e,n),c={scale:s*n.r*2/r,rCenter:1-s,rotate:0};if(c.scale>=1)return c;var u=o+1/(2*Math.tan(i)),f=n.r*Math.min(1/(Math.sqrt(u*u+.5)+u),l/(Math.sqrt(o*o+l/2)+o)),d={scale:2*f/t.height,rCenter:Math.cos(f/n.r)-f*o/n.r,rotate:(180/Math.PI*e.midangle+720)%180-90},h=1/o,p=h+1/(2*Math.tan(i)),g=n.r*Math.min(1/(Math.sqrt(p*p+.5)+p),l/(Math.sqrt(h*h+l/2)+h)),v={scale:2*g/t.width,rCenter:Math.cos(g/n.r)-g/o/n.r,rotate:(180/Math.PI*e.midangle+810)%180-90},m=v.scale>d.scale?v:d;return c.scale<1&&m.scale>c.scale?m:c}function a(t,e){if(t.v===e.vTotal&&!e.trace.hole)return 1;var n=Math.PI*Math.min(t.v/e.vTotal,.5);return Math.min(1/(1+1/Math.sin(n)),(1-e.trace.hole)/2)}function o(t,e){var n=e.pxmid[0],r=e.pxmid[1],a=t.width/2,o=t.height/2;return 0>n&&(a*=-1),0>r&&(o*=-1),{scale:1,rCenter:1,rotate:0,x:a+Math.abs(o)*(a>0?1:-1)/2,y:o/(1+n*n/(r*r)),outside:!0}}function i(t,e){function n(t,e){return t.pxmid[1]-e.pxmid[1]}function r(t,e){return e.pxmid[1]-t.pxmid[1]}function a(t,n){n||(n={});var r,a,o,l,d,h,g=n.labelExtraY+(i?n.yLabelMax:n.yLabelMin),v=i?t.yLabelMin:t.yLabelMax,m=i?t.yLabelMax:t.yLabelMin,y=t.cyFinal+c(t.px0[1],t.px1[1]),x=g-v;if(x*f>0&&(t.labelExtraY=x),Array.isArray(e.pull))for(a=0;a<p.length;a++)o=p[a],o===t||(e.pull[t.i]||0)>=e.pull[o.i]||((t.pxmid[1]-o.pxmid[1])*f>0?(l=o.cyFinal+c(o.px0[1],o.px1[1]),x=l-v-t.labelExtraY,x*f>0&&(t.labelExtraY+=x)):(m+t.labelExtraY-y)*f>0&&(r=3*u*Math.abs(a-p.indexOf(t)),d=o.cxFinal+s(o.px0[0],o.px1[0]),h=d+r-(t.cxFinal+t.pxmid[0])-t.labelExtraX,h*u>0&&(t.labelExtraX+=h)))}var o,i,l,s,c,u,f,d,h,p,g,v,m;for(i=0;2>i;i++)for(l=i?n:r,c=i?Math.max:Math.min,f=i?1:-1,o=0;2>o;o++){for(s=o?Math.max:Math.min,u=o?1:-1,d=t[i][o],d.sort(l),h=t[1-i][o],p=h.concat(d),v=[],g=0;g<d.length;g++)void 0!==d[g].yLabelMid&&v.push(d[g]);for(m=!1,g=0;i&&g<h.length;g++)if(void 0!==h[g].yLabelMid){m=h[g];break}for(g=0;g<v.length;g++){var y=g&&v[g-1];m&&!g&&(y=m),a(v[g],y)}}}function l(t,e){var n,r,a,o,i,l,s,u,f,d,h=[];for(a=0;a<t.length;a++){if(i=t[a][0],l=i.trace,n=e.w*(l.domain.x[1]-l.domain.x[0]),r=e.h*(l.domain.y[1]-l.domain.y[0]),s=l.tiltaxis*Math.PI/180,u=l.pull,Array.isArray(u))for(u=0,o=0;o<l.pull.length;o++)l.pull[o]>u&&(u=l.pull[o]);i.r=Math.min(n/c(l.tilt,Math.sin(s),l.depth),r/c(l.tilt,Math.cos(s),l.depth))/(2+2*u),i.cx=e.l+e.w*(l.domain.x[1]+l.domain.x[0])/2,i.cy=e.t+e.h*(2-l.domain.y[1]-l.domain.y[0])/2,l.scalegroup&&-1===h.indexOf(l.scalegroup)&&h.push(l.scalegroup)}for(o=0;o<h.length;o++){for(d=1/0,f=h[o],a=0;a<t.length;a++)i=t[a][0],i.trace.scalegroup===f&&(d=Math.min(d,i.r*i.r/i.vTotal));for(a=0;a<t.length;a++)i=t[a][0],i.trace.scalegroup===f&&(i.r=Math.sqrt(d*i.vTotal))}}function s(t){function e(t){var e=f.r*Math.sin(t),n=-f.r*Math.cos(t);return h?[e*(1-l*r*r)+n*i*l,e*i*l+n*(1-l*a*a),Math.sin(o)*(n*a-e*r)]:[e,n]}var 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c=n._pielayer.selectAll(\"g.trace\").data(e);c.enter().append(\"g\").attr({\"stroke-linejoin\":\"round\",\"class\":\"trace\"}),c.exit().remove(),c.order(),c.each(function(e){var l=u.select(this),c=e[0],v=c.trace,m=0,y=(v.depth||0)*c.r*Math.sin(m)/2,x=v.tiltaxis||0,b=x*Math.PI/180,_=[y*Math.sin(b),y*Math.cos(b)],w=c.r*Math.cos(m),k=l.selectAll(\"g.part\").data(v.tilt?[\"top\",\"sides\"]:[\"top\"]);k.enter().append(\"g\").attr(\"class\",function(t){return t+\" part\"}),k.exit().remove(),k.order(),s(e),l.selectAll(\".top\").each(function(){var l=u.select(this).selectAll(\"g.slice\").data(e);l.enter().append(\"g\").classed(\"slice\",!0),l.exit().remove();var s=[[[],[]],[[],[]]],m=!1;l.each(function(i){function l(e){var r=t._fullLayout,o=t._fullData[v.index],l=o.hoverinfo;if(\"all\"===l&&(l=\"label+text+value+percent+name\"),!t._dragging&&r.hovermode!==!1&&\"none\"!==l&&l){var s=a(i,c),u=k+i.pxmid[0]*(1-s),d=M+i.pxmid[1]*(1-s),h=n.separators,p=[];-1!==l.indexOf(\"label\")&&p.push(i.label),o.text&&o.text[i.i]&&-1!==l.indexOf(\"text\")&&p.push(o.text[i.i]),-1!==l.indexOf(\"value\")&&p.push(g.formatPieValue(i.v,h)),-1!==l.indexOf(\"percent\")&&p.push(g.formatPiePercent(i.v/c.vTotal,h)),f.loneHover({x0:u-s*c.r,x1:u+s*c.r,y:d,text:p.join(\"<br>\"),name:-1!==l.indexOf(\"name\")?o.name:void 0,color:i.color,idealAlign:i.pxmid[0]<0?\"left\":\"right\"},{container:r._hoverlayer.node(),outerContainer:r._paper.node()}),f.hover(t,e,\"pie\"),T=!0}}function d(e){t.emit(\"plotly_unhover\",{points:[e]}),T&&(f.loneUnhover(n._hoverlayer.node()),T=!1)}function y(){t._hoverdata=[i],t._hoverdata.trace=e.trace,f.click(t,{target:!0})}function b(t,e,n,r){return\"a\"+r*c.r+\",\"+r*w+\" \"+x+\" \"+i.largeArc+(n?\" 1 \":\" 0 \")+r*(e[0]-t[0])+\",\"+r*(e[1]-t[1])}if(i.hidden)return void u.select(this).selectAll(\"path,g\").remove();s[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var 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 P=Array.isArray(v.textposition)?v.textposition[i.i]:v.textposition,N=A.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==P?[0]:[]);N.enter().append(\"g\").classed(\"slicetext\",!0),N.exit().remove(),N.each(function(){var t=u.select(this).selectAll(\"text\").data([0]);t.enter().append(\"text\").attr(\"data-notex\",1),t.exit().remove(),t.text(i.text).attr({\"class\":\"slicetext\",transform:\"\",\"data-bb\":\"\",\"text-anchor\":\"middle\",x:0,y:0}).call(h.font,\"outside\"===P?v.outsidetextfont:v.insidetextfont).call(p.convertToTspans),t.selectAll(\"tspan.line\").attr({x:0,y:0});var e,n=h.bBox(t.node());\"outside\"===P?e=o(n,i):(e=r(n,i,c),\"auto\"===P&&e.scale<1&&(t.call(h.font,v.outsidetextfont),v.outsidetextfont.family===v.insidetextfont.family&&v.outsidetextfont.size===v.insidetextfont.size||(t.attr({\"data-bb\":\"\"}),n=h.bBox(t.node())),e=o(n,i)));var 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 o+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+i;e.append(\"path\").classed(\"textline\",!0).call(d.stroke,v.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,v.outsidetextfont.size/8),d:o,fill:\"none\"})}})})}),setTimeout(function(){c.selectAll(\"tspan\").each(function(){var t=u.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))})},0)}},{\"../../components/color\":18,\"../../components/drawing\":41,\"../../lib/svg_text_utils\":100,\"../../plots/cartesian/graph_interact\":117,\"./helpers"
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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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r=t[0].trace;c.hasMarkers(r)&&r.marker.maxdisplayed>0&&e>n&&u++});var f=Math.round(u*s/3+Math.floor(u/3)*s/7.1);t.forEach(function(t){delete t.vis}),o.forEach(function(t,e){0===Math.round((e+f)%s)&&(t.vis=!0)})}}})}var a=t(\"d3\"),o=t(\"../../lib\"),i=t(\"../../components/drawing\"),l=t(\"../../components/errorbars\"),s=t(\"../../lib/polygon\").tester,c=t(\"./subtypes\"),u=t(\"./arrays_to_calcdata\"),f=t(\"./line_points\");e.exports=function(t,e,n){function d(t){return t.filter(function(t){return t.vis})}r(t,e,n);var h=e.x(),p=e.y(),g=e.plot.select(\".scatterlayer\").selectAll(\"g.trace.scatter\").data(n);g.enter().append(\"g\").attr(\"class\",\"trace scatter\").style(\"stroke-miterlimit\",2),g.call(l.plot,e);var v,m,y,x,b=\"\",_=[];g.each(function(t){var e=t[0].trace,n=e.line,r=a.select(this);if(e.visible===!0&&(m=e.fill.charAt(e.fill.length-1),\"x\"!==m&&\"y\"!==m&&(m=\"\"),t[0].node3=r,u(t),c.hasLines(e)||\"none\"!==e.fill)){var o,l,d,g,w,k=\"\",M=\"\";v=\"tozero\"===e.fill.substr(0,6)||\"toself\"===e.fill||\"to\"===e.fill.substr(0,2)&&!b?r.append(\"path\").classed(\"js-fill\",!0):null,x&&(y=x.datum(t)),x=r.append(\"path\").classed(\"js-fill\",!0),-1!==[\"hv\",\"vh\",\"hvh\",\"vhv\"].indexOf(n.shape)?(d=i.steps(n.shape),g=i.steps(n.shape.split(\"\").reverse().join(\"\"))):d=g=\"spline\"===n.shape?function(t){var e=t[t.length-1];return t[0][0]===e[0]&&t[0][1]===e[1]?i.smoothclosed(t.slice(1),n.smoothing):i.smoothopen(t,n.smoothing)}:function(t){return\"M\"+t.join(\"L\")},w=function(t){return g(t.reverse())};var A,L=f(t,{xaxis:h,yaxis:p,connectGaps:e.connectgaps,baseTolerance:Math.max(n.width||1,3)/4,linear:\"linear\"===n.shape}),T=e._polygons=new Array(L.length);for(A=0;A<L.length;A++)e._polygons[A]=s(L[A]);if(L.length){var z=L[0][0],S=L[L.length-1],E=S[S.length-1];for(A=0;A<L.length;A++){var C=L[A];o=d(C),l=w(C),k?m?(k+=\"L\"+o.substr(1),M=l+(\"L\"+M.substr(1))):(k+=\"Z\"+o,M=l+\"Z\"+M):(k=o,M=l),c.hasLines(e)&&C.length>1&&r.append(\"path\").classed(\"js-line\",!0).style(\"vector-effect\",\"non-scaling-stroke\").attr(\"d\",o)}v?z&&E&&(m?(\"y\"===m?z[1]=E[1]=p.c2p(0,!0):\"x\"===m&&(z[0]=E[0]=h.c2p(0,!0)),v.attr(\"d\",k+\"L\"+E+\"L\"+z+\"Z\")):v.attr(\"d\",k+\"Z\")):\"tonext\"===e.fill.substr(0,6)&&k&&b&&(\"tonext\"===e.fill?y.attr(\"d\",k+\"Z\"+b+\"Z\"):y.attr(\"d\",k+\"L\"+b.substr(1)+\"Z\"),e._polygons=e._polygons.concat(_)),b=M,_=T}}}),g.selectAll(\"path:not([d])\").remove(),g.append(\"g\").attr(\"class\",\"points\").each(function(t){var e=t[0].trace,n=a.select(this),r=c.hasMarkers(e),l=c.hasText(e);!r&&!l||e.visible!==!0?n.remove():(r&&n.selectAll(\"path.point\").data(e.marker.maxdisplayed?d:o.identity).enter().append(\"path\").classed(\"point\",!0).call(i.translatePoints,h,p),l&&n.selectAll(\"g\").data(e.marker.maxdisplayed?d:o.identity).enter().append(\"g\").append(\"text\").call(i.translatePoints,h,p))})}},{\"../../components/drawing\":41,\"../../components/errorbars\":47,\"../../lib\":89,\"../../lib/polygon\":95,\"./arrays_to_calcdata\":166,\"./line_points\":179,\"./subtypes\":186,d3:9}],184:[function(t,e,n){\"use strict\";var r=t(\"./subtypes\"),a=.2;e.exports=function(t,e){var n,o,i,l,s=t.cd,c=t.xaxis,u=t.yaxis,f=[],d=s[0].trace,h=d.index,p=d.marker,g=!r.hasMarkers(d)&&!r.hasText(d);if(d.visible===!0&&!g){var v=Array.isArray(p.opacity)?1:p.opacity;if(e===!1)for(n=0;n<s.length;n++)s[n].dim=0;else for(n=0;n<s.length;n++)o=s[n],i=c.c2p(o.x),l=u.c2p(o.y),e.contains([i,l])?(f.push({curveNumber:h,pointNumber:n,x:o.x,y:o.y}),o.dim=0):o.dim=1;return s[0].node3.selectAll(\"path.point\").style(\"opacity\",function(t){return((t.mo+1||v+1)-1)*(t.dim?a:1)}),s[0].node3.selectAll(\"text\").style(\"opacity\",function(t){return t.dim?a:1}),f}}},{\"./subtypes\":186}],185:[function(t,e,n){\"use strict\";var r=t(\"d3\"),a=t(\"../../components/drawing\"),o=t(\"../../components/errorbars\");e.exports=function(t){var e=r.select(t).selectAll(\"g.trace.scatter\");e.style(\"opacity\",function(t){return t[0].trace.opacity}),e.selectAll(\"g.points\").each(function(t){r.select(this).selectAll(\"path.point\").call(a.pointStyle,t.trace||t[0].trace),r.select(this).selectAll(\"text\").call(a.textPointStyle,t.trace||t[0].trace)}),e.selectAll(\"g.trace path.js-line\").call(a.lineGroupStyle),e.selectAll(\"g.trace path.js-fill\").call(a.fillGroupStyle),e.call(o.style)}},{\"../../components/drawing\":41,\"../../components/errorbars\":47,d3:9}],186:[function(t,e,n){\"use strict\";e.exports={hasLines:function(t){return t.visible&&t.mode&&-1!==t.mode.indexOf(\"lines\")},hasMarkers:function(t){return t.visible&&t.mode&&-1!==t.mode.indexOf(\"markers\")},hasText:function(t){return t.visible&&t.mode&&-1!==t.mode.indexOf(\"text\")},isBubble:function(t){return\"object\"==typeof t.marker&&Array.isArray(t.marker.size)}}},{}],187:[function(t,e,n){\"use strict\";var r=t(\"../../lib\");e.exports=function(t,e,n,a){a(\"textposition\"),r.coerceFont(a,\"textfont\",n.font)}},{\"../../lib\":89}],188:[function(t,e,n){\"use strict\";e.exports=function(t,e,n){var r,a=n(\"x\"),o=n(\"y\");if(a)o?(r=Math.min(a.length,o.length),r<a.length&&(e.x=a.slice(0,r)),r<o.length&&(e.y=o.slice(0,r))):(r=a.length,n(\"y0\"),n(\"dy\"));else{if(!o)return 0;r=e.y.length,n(\"x0\"),n(\"dx\")}return r}},{}]},{},[5])(5)}); </script>\n"
" </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
