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authorupstream source tree <ports@midipix.org>2015-03-15 20:14:05 -0400
committerupstream source tree <ports@midipix.org>2015-03-15 20:14:05 -0400
commit554fd8c5195424bdbcabf5de30fdc183aba391bd (patch)
tree976dc5ab7fddf506dadce60ae936f43f58787092 /libstdc++-v3/testsuite/util/statistic
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Diffstat (limited to 'libstdc++-v3/testsuite/util/statistic')
-rw-r--r--libstdc++-v3/testsuite/util/statistic/result_recorder.hpp98
-rw-r--r--libstdc++-v3/testsuite/util/statistic/sample_mean.hpp69
-rw-r--r--libstdc++-v3/testsuite/util/statistic/sample_mean_confidence_checker.hpp84
-rw-r--r--libstdc++-v3/testsuite/util/statistic/sample_variance.hpp81
4 files changed, 332 insertions, 0 deletions
diff --git a/libstdc++-v3/testsuite/util/statistic/result_recorder.hpp b/libstdc++-v3/testsuite/util/statistic/result_recorder.hpp
new file mode 100644
index 000000000..fd638e22e
--- /dev/null
+++ b/libstdc++-v3/testsuite/util/statistic/result_recorder.hpp
@@ -0,0 +1,98 @@
+// -*- C++ -*-
+
+// Copyright (C) 2005, 2006, 2009 Free Software Foundation, Inc.
+//
+// This file is part of the GNU ISO C++ Library. This library is free
+// software; you can redistribute it and/or modify it under the terms
+// of the GNU General Public License as published by the Free Software
+// Foundation; either version 3, or (at your option) any later
+// version.
+
+// This library is distributed in the hope that it will be useful, but
+// WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+// General Public License for more details.
+
+// You should have received a copy of the GNU General Public License
+// along with this library; see the file COPYING3. If not see
+// <http://www.gnu.org/licenses/>.
+
+
+// Copyright (C) 2004 Ami Tavory and Vladimir Dreizin, IBM-HRL.
+
+// Permission to use, copy, modify, sell, and distribute this software
+// is hereby granted without fee, provided that the above copyright
+// notice appears in all copies, and that both that copyright notice
+// and this permission notice appear in supporting documentation. None
+// of the above authors, nor IBM Haifa Research Laboratories, make any
+// representation about the suitability of this software for any
+// purpose. It is provided "as is" without express or implied
+// warranty.
+
+/**
+ * @file result_recorder.hpp
+ * Contains a class for recording results
+ */
+
+#ifndef PB_DS_RES_RECORDER_HPP
+#define PB_DS_RES_RECORDER_HPP
+
+#include <statistic/sample_mean.hpp>
+#include <statistic/sample_variance.hpp>
+#include <statistic/sample_mean_confidence_checker.hpp>
+
+namespace __gnu_pbds
+{
+ namespace test
+ {
+ namespace detail
+ {
+ /*
+ * Records results until the probability that the sample mean is 10% away
+ * from the true mean is ~ 0.05.
+ */
+ template<typename Value_Type>
+ class result_recorder
+ {
+ public:
+ typedef Value_Type value_type;
+
+ result_recorder()
+ : m_sample_mean(value_type()), m_sample_var(value_type())
+ { }
+
+ bool
+ add_result(value_type res);
+
+ inline value_type
+ get_sample_mean() const
+ { return m_sample_mean; }
+
+ private:
+ typedef std::list<value_type> list_type;
+
+ list_type m_l;
+ value_type m_sample_mean;
+ value_type m_sample_var;
+ };
+
+
+ template<typename Value_Type>
+ bool
+ result_recorder<Value_Type>::
+ add_result(value_type res)
+ {
+ m_l.push_back(res);
+ m_sample_mean = sample_mean(m_l.begin(), m_l.end());
+ m_sample_var = sample_variance(m_l.begin(), m_l.end(), m_sample_mean);
+
+ size_t dist = std::distance(m_l.begin(), m_l.end());
+ return sample_mean_confidence_checker(m_sample_mean, m_sample_var,
+ dist, 0.1);
+ }
+ } // namespace detail
+ } // namespace test
+} // namespace __gnu_pbds
+
+#endif
+
diff --git a/libstdc++-v3/testsuite/util/statistic/sample_mean.hpp b/libstdc++-v3/testsuite/util/statistic/sample_mean.hpp
new file mode 100644
index 000000000..8dfdab8e2
--- /dev/null
+++ b/libstdc++-v3/testsuite/util/statistic/sample_mean.hpp
@@ -0,0 +1,69 @@
+// -*- C++ -*-
+
+// Copyright (C) 2005, 2006, 2009 Free Software Foundation, Inc.
+//
+// This file is part of the GNU ISO C++ Library. This library is free
+// software; you can redistribute it and/or modify it under the terms
+// of the GNU General Public License as published by the Free Software
+// Foundation; either version 3, or (at your option) any later
+// version.
+
+// This library is distributed in the hope that it will be useful, but
+// WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+// General Public License for more details.
+
+// You should have received a copy of the GNU General Public License
+// along with this library; see the file COPYING3. If not see
+// <http://www.gnu.org/licenses/>.
+
+
+// Copyright (C) 2004 Ami Tavory and Vladimir Dreizin, IBM-HRL.
+
+// Permission to use, copy, modify, sell, and distribute this software
+// is hereby granted without fee, provided that the above copyright
+// notice appears in all copies, and that both that copyright notice
+// and this permission notice appear in supporting documentation. None
+// of the above authors, nor IBM Haifa Research Laboratories, make any
+// representation about the suitability of this software for any
+// purpose. It is provided "as is" without express or implied
+// warranty.
+
+/**
+ * @file sample_mean.hpp
+ * Contains a function for calculating a sample mean
+ */
+
+#ifndef PB_DS_SAMPLE_MEAN_HPP
+#define PB_DS_SAMPLE_MEAN_HPP
+
+#include <list>
+#include <numeric>
+#include <math.h>
+#include <iterator>
+
+namespace __gnu_pbds
+{
+ namespace test
+ {
+ namespace detail
+ {
+#define PB_DS_VTYPE typename std::iterator_traits<It>::value_type
+
+ template<typename It>
+ PB_DS_VTYPE
+ sample_mean(It b, It e)
+ {
+ const PB_DS_VTYPE total = std::accumulate(b, e, PB_DS_VTYPE(0));
+ const size_t num = std::distance(b, e);
+ return total / num;
+ }
+
+#undef PB_DS_VTYPE
+
+ } // namespace detail
+ } // namespace test
+} // namespace __gnu_pbds
+
+#endif
+
diff --git a/libstdc++-v3/testsuite/util/statistic/sample_mean_confidence_checker.hpp b/libstdc++-v3/testsuite/util/statistic/sample_mean_confidence_checker.hpp
new file mode 100644
index 000000000..d63f34bcb
--- /dev/null
+++ b/libstdc++-v3/testsuite/util/statistic/sample_mean_confidence_checker.hpp
@@ -0,0 +1,84 @@
+// -*- C++ -*-
+
+// Copyright (C) 2005, 2006, 2009 Free Software Foundation, Inc.
+//
+// This file is part of the GNU ISO C++ Library. This library is free
+// software; you can redistribute it and/or modify it under the terms
+// of the GNU General Public License as published by the Free Software
+// Foundation; either version 3, or (at your option) any later
+// version.
+
+// This library is distributed in the hope that it will be useful, but
+// WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+// General Public License for more details.
+
+// You should have received a copy of the GNU General Public License
+// along with this library; see the file COPYING3. If not see
+// <http://www.gnu.org/licenses/>.
+
+
+// Copyright (C) 2004 Ami Tavory and Vladimir Dreizin, IBM-HRL.
+
+// Permission to use, copy, modify, sell, and distribute this software
+// is hereby granted without fee, provided that the above copyright
+// notice appears in all copies, and that both that copyright notice
+// and this permission notice appear in supporting documentation. None
+// of the above authors, nor IBM Haifa Research Laboratories, make any
+// representation about the suitability of this software for any
+// purpose. It is provided "as is" without express or implied
+// warranty.
+
+/**
+ * @file sample_mean_confidence_checker.hpp
+ * Contains a function for checking the confidence of a sample mean
+ */
+
+#ifndef PB_DS_SAMPLE_MEAN_CONFIDENCE_CHECKER_HPP
+#define PB_DS_SAMPLE_MEAN_CONFIDENCE_CHECKER_HPP
+
+#include <list>
+#include <numeric>
+#include <math.h>
+
+namespace __gnu_pbds
+{
+ namespace test
+ {
+ namespace detail
+ {
+ /*
+ * Checks that a sample mean sm is in the relative interval
+ * relative_interval of a true mean (assuming i.i.d. samples),
+ * given a sample variance sv taken over num_samples samples,
+ * with confidence ~ 0.95.
+ *
+ * See "Probability, Random Variables, and Stochastic Processes"
+ * (Third edition) Athanasios Papoulis, Chapter 9.
+ */
+ template<typename Value_Type>
+ bool
+ sample_mean_confidence_checker(Value_Type sm, Value_Type sv,
+ std::size_t num_samples,
+ double relative_interval)
+ {
+ enum
+ {
+ // Ensures that the student-t distribution is approximately normal.
+ min_num_samples = 30
+ };
+
+ if (num_samples < min_num_samples)
+ return (false);
+
+ // This is z_u (normal-dist percentile) for u = 0.975.
+ const Value_Type z = 1.976;
+
+ return (sv / ::sqrt(double(num_samples)) <= relative_interval * sm / z);
+ }
+ } // namespace detail
+ } // namespace test
+} // namespace __gnu_pbds
+
+#endif
+
diff --git a/libstdc++-v3/testsuite/util/statistic/sample_variance.hpp b/libstdc++-v3/testsuite/util/statistic/sample_variance.hpp
new file mode 100644
index 000000000..ed61d0b05
--- /dev/null
+++ b/libstdc++-v3/testsuite/util/statistic/sample_variance.hpp
@@ -0,0 +1,81 @@
+// -*- C++ -*-
+
+// Copyright (C) 2005, 2006, 2009 Free Software Foundation, Inc.
+//
+// This file is part of the GNU ISO C++ Library. This library is free
+// software; you can redistribute it and/or modify it under the terms
+// of the GNU General Public License as published by the Free Software
+// Foundation; either version 3, or (at your option) any later
+// version.
+
+// This library is distributed in the hope that it will be useful, but
+// WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+// General Public License for more details.
+
+// You should have received a copy of the GNU General Public License
+// along with this library; see the file COPYING3. If not see
+// <http://www.gnu.org/licenses/>.
+
+
+// Copyright (C) 2004 Ami Tavory and Vladimir Dreizin, IBM-HRL.
+
+// Permission to use, copy, modify, sell, and distribute this software
+// is hereby granted without fee, provided that the above copyright
+// notice appears in all copies, and that both that copyright notice
+// and this permission notice appear in supporting documentation. None
+// of the above authors, nor IBM Haifa Research Laboratories, make any
+// representation about the suitability of this software for any
+// purpose. It is provided "as is" without express or implied
+// warranty.
+
+/**
+ * @file sample_variance.hpp
+ * Contains a function for calculating a sample variance
+ */
+
+#ifndef PB_DS_SAMPLE_VAR_HPP
+#define PB_DS_SAMPLE_VAR_HPP
+
+#include <list>
+#include <numeric>
+#include <math.h>
+#include <iterator>
+
+namespace __gnu_pbds
+{
+ namespace test
+ {
+ namespace detail
+ {
+#define PB_DS_VTYPE typename std::iterator_traits<It>::value_type
+
+ template<typename It>
+ PB_DS_VTYPE
+ sample_variance(It b, It e, PB_DS_VTYPE sm)
+ {
+ PB_DS_VTYPE ss = 0;
+ size_t num_res = 0;
+
+ while (b != e)
+ {
+ const PB_DS_VTYPE d =* b - sm;
+ ss += d* d;
+ ++num_res;
+ ++b;
+ }
+
+ if (num_res == 1)
+ return 0;
+
+ return ::sqrt(ss / (num_res - 1));
+ }
+
+#undef PB_DS_VTYPE
+
+ } // namespace detail
+ } // namespace test
+} // namespace __gnu_pbds
+
+#endif
+