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1///////////////////////////////////////////////////////////////////////////////
2// mean.hpp
3//
4// Copyright 2005 Eric Niebler. Distributed under the Boost
5// Software License, Version 1.0. (See accompanying file
6// LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
7
8#ifndef BOOST_ACCUMULATORS_STATISTICS_MEAN_HPP_EAN_28_10_2005
9#define BOOST_ACCUMULATORS_STATISTICS_MEAN_HPP_EAN_28_10_2005
10
11#include <boost/mpl/placeholders.hpp>
12#include <boost/accumulators/framework/accumulator_base.hpp>
13#include <boost/accumulators/framework/extractor.hpp>
14#include <boost/accumulators/numeric/functional.hpp>
15#include <boost/accumulators/framework/parameters/sample.hpp>
16#include <boost/accumulators/framework/depends_on.hpp>
17#include <boost/accumulators/statistics_fwd.hpp>
18#include <boost/accumulators/statistics/count.hpp>
19#include <boost/accumulators/statistics/sum.hpp>
20
21namespace boost { namespace accumulators
22{
23
24namespace impl
25{
26 ///////////////////////////////////////////////////////////////////////////////
27 // mean_impl
28 // lazy, by default
29 template<typename Sample, typename SumFeature>
30 struct mean_impl
31 : accumulator_base
32 {
33 // for boost::result_of
34 typedef typename numeric::functional::fdiv<Sample, std::size_t>::result_type result_type;
35
36 mean_impl(dont_care) {}
37
38 template<typename Args>
39 result_type result(Args const &args) const
40 {
41 extractor<SumFeature> sum;
42 return numeric::fdiv(sum(args), count(args));
43 }
44 };
45
46 template<typename Sample, typename Tag>
47 struct immediate_mean_impl
48 : accumulator_base
49 {
50 // for boost::result_of
51 typedef typename numeric::functional::fdiv<Sample, std::size_t>::result_type result_type;
52
53 template<typename Args>
54 immediate_mean_impl(Args const &args)
55 : mean(numeric::fdiv(args[sample | Sample()], numeric::one<std::size_t>::value))
56 {
57 }
58
59 template<typename Args>
60 void operator ()(Args const &args)
61 {
62 std::size_t cnt = count(args);
63 this->mean = numeric::fdiv(
64 (this->mean * (cnt - 1)) + args[parameter::keyword<Tag>::get()]
65 , cnt
66 );
67 }
68
69 result_type result(dont_care) const
70 {
71 return this->mean;
72 }
73
74 private:
75 result_type mean;
76 };
77
78} // namespace impl
79
80///////////////////////////////////////////////////////////////////////////////
81// tag::mean
82// tag::immediate_mean
83// tag::mean_of_weights
84// tag::immediate_mean_of_weights
85// tag::mean_of_variates
86// tag::immediate_mean_of_variates
87//
88namespace tag
89{
90 struct mean
91 : depends_on<count, sum>
92 {
93 /// INTERNAL ONLY
94 ///
95 typedef accumulators::impl::mean_impl<mpl::_1, sum> impl;
96 };
97 struct immediate_mean
98 : depends_on<count>
99 {
100 /// INTERNAL ONLY
101 ///
102 typedef accumulators::impl::immediate_mean_impl<mpl::_1, tag::sample> impl;
103 };
104 struct mean_of_weights
105 : depends_on<count, sum_of_weights>
106 {
107 typedef mpl::true_ is_weight_accumulator;
108 /// INTERNAL ONLY
109 ///
110 typedef accumulators::impl::mean_impl<mpl::_2, sum_of_weights> impl;
111 };
112 struct immediate_mean_of_weights
113 : depends_on<count>
114 {
115 typedef mpl::true_ is_weight_accumulator;
116 /// INTERNAL ONLY
117 ///
118 typedef accumulators::impl::immediate_mean_impl<mpl::_2, tag::weight> impl;
119 };
120 template<typename VariateType, typename VariateTag>
121 struct mean_of_variates
122 : depends_on<count, sum_of_variates<VariateType, VariateTag> >
123 {
124 /// INTERNAL ONLY
125 ///
126 typedef mpl::always<accumulators::impl::mean_impl<VariateType, sum_of_variates<VariateType, VariateTag> > > impl;
127 };
128 template<typename VariateType, typename VariateTag>
129 struct immediate_mean_of_variates
130 : depends_on<count>
131 {
132 /// INTERNAL ONLY
133 ///
134 typedef mpl::always<accumulators::impl::immediate_mean_impl<VariateType, VariateTag> > impl;
135 };
136}
137
138///////////////////////////////////////////////////////////////////////////////
139// extract::mean
140// extract::mean_of_weights
141// extract::mean_of_variates
142//
143namespace extract
144{
145 extractor<tag::mean> const mean = {};
146 extractor<tag::mean_of_weights> const mean_of_weights = {};
147 BOOST_ACCUMULATORS_DEFINE_EXTRACTOR(tag, mean_of_variates, (typename)(typename))
148
149 BOOST_ACCUMULATORS_IGNORE_GLOBAL(mean)
150 BOOST_ACCUMULATORS_IGNORE_GLOBAL(mean_of_weights)
151}
152
153using extract::mean;
154using extract::mean_of_weights;
155using extract::mean_of_variates;
156
157// mean(lazy) -> mean
158template<>
159struct as_feature<tag::mean(lazy)>
160{
161 typedef tag::mean type;
162};
163
164// mean(immediate) -> immediate_mean
165template<>
166struct as_feature<tag::mean(immediate)>
167{
168 typedef tag::immediate_mean type;
169};
170
171// mean_of_weights(lazy) -> mean_of_weights
172template<>
173struct as_feature<tag::mean_of_weights(lazy)>
174{
175 typedef tag::mean_of_weights type;
176};
177
178// mean_of_weights(immediate) -> immediate_mean_of_weights
179template<>
180struct as_feature<tag::mean_of_weights(immediate)>
181{
182 typedef tag::immediate_mean_of_weights type;
183};
184
185// mean_of_variates<VariateType, VariateTag>(lazy) -> mean_of_variates<VariateType, VariateTag>
186template<typename VariateType, typename VariateTag>
187struct as_feature<tag::mean_of_variates<VariateType, VariateTag>(lazy)>
188{
189 typedef tag::mean_of_variates<VariateType, VariateTag> type;
190};
191
192// mean_of_variates<VariateType, VariateTag>(immediate) -> immediate_mean_of_variates<VariateType, VariateTag>
193template<typename VariateType, typename VariateTag>
194struct as_feature<tag::mean_of_variates<VariateType, VariateTag>(immediate)>
195{
196 typedef tag::immediate_mean_of_variates<VariateType, VariateTag> type;
197};
198
199// for the purposes of feature-based dependency resolution,
200// immediate_mean provides the same feature as mean
201template<>
202struct feature_of<tag::immediate_mean>
203 : feature_of<tag::mean>
204{
205};
206
207// for the purposes of feature-based dependency resolution,
208// immediate_mean provides the same feature as mean
209template<>
210struct feature_of<tag::immediate_mean_of_weights>
211 : feature_of<tag::mean_of_weights>
212{
213};
214
215// for the purposes of feature-based dependency resolution,
216// immediate_mean provides the same feature as mean
217template<typename VariateType, typename VariateTag>
218struct feature_of<tag::immediate_mean_of_variates<VariateType, VariateTag> >
219 : feature_of<tag::mean_of_variates<VariateType, VariateTag> >
220{
221};
222
223// So that mean can be automatically substituted with
224// weighted_mean when the weight parameter is non-void.
225template<>
226struct as_weighted_feature<tag::mean>
227{
228 typedef tag::weighted_mean type;
229};
230
231template<>
232struct feature_of<tag::weighted_mean>
233 : feature_of<tag::mean>
234{};
235
236// So that immediate_mean can be automatically substituted with
237// immediate_weighted_mean when the weight parameter is non-void.
238template<>
239struct as_weighted_feature<tag::immediate_mean>
240{
241 typedef tag::immediate_weighted_mean type;
242};
243
244template<>
245struct feature_of<tag::immediate_weighted_mean>
246 : feature_of<tag::immediate_mean>
247{};
248
249// So that mean_of_weights<> can be automatically substituted with
250// weighted_mean_of_variates<> when the weight parameter is non-void.
251template<typename VariateType, typename VariateTag>
252struct as_weighted_feature<tag::mean_of_variates<VariateType, VariateTag> >
253{
254 typedef tag::weighted_mean_of_variates<VariateType, VariateTag> type;
255};
256
257template<typename VariateType, typename VariateTag>
258struct feature_of<tag::weighted_mean_of_variates<VariateType, VariateTag> >
259 : feature_of<tag::mean_of_variates<VariateType, VariateTag> >
260{
261};
262
263// So that immediate_mean_of_weights<> can be automatically substituted with
264// immediate_weighted_mean_of_variates<> when the weight parameter is non-void.
265template<typename VariateType, typename VariateTag>
266struct as_weighted_feature<tag::immediate_mean_of_variates<VariateType, VariateTag> >
267{
268 typedef tag::immediate_weighted_mean_of_variates<VariateType, VariateTag> type;
269};
270
271template<typename VariateType, typename VariateTag>
272struct feature_of<tag::immediate_weighted_mean_of_variates<VariateType, VariateTag> >
273 : feature_of<tag::immediate_mean_of_variates<VariateType, VariateTag> >
274{
275};
276
277////////////////////////////////////////////////////////////////////////////
278//// droppable_accumulator<mean_impl>
279//// need to specialize droppable lazy mean to cache the result at the
280//// point the accumulator is dropped.
281///// INTERNAL ONLY
282/////
283//template<typename Sample, typename SumFeature>
284//struct droppable_accumulator<impl::mean_impl<Sample, SumFeature> >
285// : droppable_accumulator_base<
286// with_cached_result<impl::mean_impl<Sample, SumFeature> >
287// >
288//{
289// template<typename Args>
290// droppable_accumulator(Args const &args)
291// : droppable_accumulator::base(args)
292// {
293// }
294//};
295
296}} // namespace boost::accumulators
297
298#endif