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/////////////////////////////////////////////////////////////////////////////// // rolling_mean.hpp // Copyright (C) 2008 Eric Niebler. // Copyright (C) 2012 Pieter Bastiaan Ober (Integricom). // Distributed under the Boost Software License, Version 1.0. // (See accompanying file LICENSE_1_0.txt or copy at // http://www.boost.org/LICENSE_1_0.txt) #ifndef BOOST_ACCUMULATORS_STATISTICS_ROLLING_MEAN_HPP_EAN_26_12_2008 #define BOOST_ACCUMULATORS_STATISTICS_ROLLING_MEAN_HPP_EAN_26_12_2008 #include #include #include #include #include #include #include #include #include namespace boost { namespace accumulators { namespace impl { /////////////////////////////////////////////////////////////////////////////// // lazy_rolling_mean_impl // returns the mean over the rolling window and is calculated only // when the result is requested template struct lazy_rolling_mean_impl : accumulator_base { // for boost::result_of typedef typename numeric::functional::fdiv::result_type result_type; lazy_rolling_mean_impl(dont_care) { } template result_type result(Args const &args) const { return numeric::fdiv(rolling_sum(args), rolling_count(args)); } // serialization is done by accumulators it depends on template void serialize(Archive & ar, const unsigned int file_version) {} }; /////////////////////////////////////////////////////////////////////////////// // immediate_rolling_mean_impl // The non-lazy version computes the rolling mean recursively when a new // sample is added template struct immediate_rolling_mean_impl : accumulator_base { // for boost::result_of typedef typename numeric::functional::fdiv::result_type result_type; template immediate_rolling_mean_impl(Args const &args) : mean_(numeric::fdiv(args[sample | Sample()],numeric::one::value)) { } template void operator()(Args const &args) { if(is_rolling_window_plus1_full(args)) { if (rolling_window_plus1(args).front() > args[sample]) mean_ -= numeric::fdiv(rolling_window_plus1(args).front()-args[sample],rolling_count(args)); else if (rolling_window_plus1(args).front() < args[sample]) mean_ += numeric::fdiv(args[sample]-rolling_window_plus1(args).front(),rolling_count(args)); } else { result_type prev_mean = mean_; if (prev_mean > args[sample]) mean_ -= numeric::fdiv(prev_mean-args[sample],rolling_count(args)); else if (prev_mean < args[sample]) mean_ += numeric::fdiv(args[sample]-prev_mean,rolling_count(args)); } } template result_type result(Args const &) const { return mean_; } // make this accumulator serializeable template void serialize(Archive & ar, const unsigned int file_version) { ar & mean_; } private: result_type mean_; }; } // namespace impl /////////////////////////////////////////////////////////////////////////////// // tag::lazy_rolling_mean // tag::immediate_rolling_mean // tag::rolling_mean // namespace tag { struct lazy_rolling_mean : depends_on< rolling_sum, rolling_count > { /// INTERNAL ONLY /// typedef accumulators::impl::lazy_rolling_mean_impl< mpl::_1 > impl; #ifdef BOOST_ACCUMULATORS_DOXYGEN_INVOKED /// tag::rolling_window::window_size named parameter static boost::parameter::keyword const window_size; #endif }; struct immediate_rolling_mean : depends_on< rolling_window_plus1, rolling_count> { /// INTERNAL ONLY /// typedef accumulators::impl::immediate_rolling_mean_impl< mpl::_1> impl; #ifdef BOOST_ACCUMULATORS_DOXYGEN_INVOKED /// tag::rolling_window::window_size named parameter static boost::parameter::keyword const window_size; #endif }; // make immediate_rolling_mean the default implementation struct rolling_mean : immediate_rolling_mean {}; } // namespace tag /////////////////////////////////////////////////////////////////////////////// // extract::lazy_rolling_mean // extract::immediate_rolling_mean // extract::rolling_mean // namespace extract { extractor const lazy_rolling_mean = {}; extractor const immediate_rolling_mean = {}; extractor const rolling_mean = {}; BOOST_ACCUMULATORS_IGNORE_GLOBAL(lazy_rolling_mean) BOOST_ACCUMULATORS_IGNORE_GLOBAL(immediate_rolling_mean) BOOST_ACCUMULATORS_IGNORE_GLOBAL(rolling_mean) } using extract::lazy_rolling_mean; using extract::immediate_rolling_mean; using extract::rolling_mean; // rolling_mean(lazy) -> lazy_rolling_mean template<> struct as_feature { typedef tag::lazy_rolling_mean type; }; // rolling_mean(immediate) -> immediate_rolling_mean template<> struct as_feature { typedef tag::immediate_rolling_mean type; }; // for the purposes of feature-based dependency resolution, // immediate_rolling_mean provides the same feature as rolling_mean template<> struct feature_of : feature_of { }; // for the purposes of feature-based dependency resolution, // lazy_rolling_mean provides the same feature as rolling_mean template<> struct feature_of : feature_of { }; }} // namespace boost::accumulators #endif