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authorhp <hp@138bc75d-0d04-0410-961f-82ee72b054a4>2013-12-22 14:57:53 +0000
committerhp <hp@138bc75d-0d04-0410-961f-82ee72b054a4>2013-12-22 14:57:53 +0000
commit8fec789416d9b91b970bdb18d6ba23b9d1756fb9 (patch)
tree116f84327e26da1fc1a99a6318c0760e42dba501 /libstdc++-v3
parent2be118aec1b81723fe8a2d0ca73ac2ff85ab94f5 (diff)
downloadgcc-8fec789416d9b91b970bdb18d6ba23b9d1756fb9.tar.gz
* testsuite/20_util/hash/chi2_quality.h: Break out from
chi2_quality.cc. * testsuite/20_util/hash/chi2_q_bit_flip_set.cc: Ditto. * testsuite/20_util/hash/chi2_q_document_words.cc: Ditto. * testsuite/20_util/hash/chi2_q_bit_string_set.cc: Ditto. Increase SAMPLES to 35000 for simulator targets. * testsuite/20_util/hash/chi2_q_numeric_pattern_set.cc: Ditto. * testsuite/20_util/hash/chi2_q_uniform_random.cc: Ditto. * testsuite/20_util/hash/chi2_quality.cc: Remove. git-svn-id: svn+ssh://gcc.gnu.org/svn/gcc/trunk@206167 138bc75d-0d04-0410-961f-82ee72b054a4
Diffstat (limited to 'libstdc++-v3')
-rw-r--r--libstdc++-v3/ChangeLog12
-rw-r--r--libstdc++-v3/testsuite/20_util/hash/chi2_q_bit_flip_set.cc61
-rw-r--r--libstdc++-v3/testsuite/20_util/hash/chi2_q_bit_string_set.cc55
-rw-r--r--libstdc++-v3/testsuite/20_util/hash/chi2_q_document_words.cc52
-rw-r--r--libstdc++-v3/testsuite/20_util/hash/chi2_q_numeric_pattern_set.cc52
-rw-r--r--libstdc++-v3/testsuite/20_util/hash/chi2_q_uniform_random.cc53
-rw-r--r--libstdc++-v3/testsuite/20_util/hash/chi2_quality.cc218
-rw-r--r--libstdc++-v3/testsuite/20_util/hash/chi2_quality.h74
8 files changed, 359 insertions, 218 deletions
diff --git a/libstdc++-v3/ChangeLog b/libstdc++-v3/ChangeLog
index 11132fe7319..820b029a783 100644
--- a/libstdc++-v3/ChangeLog
+++ b/libstdc++-v3/ChangeLog
@@ -1,3 +1,15 @@
+2013-12-22 Hans-Peter Nilsson <hp@axis.com>
+
+ * testsuite/20_util/hash/chi2_quality.h: Break out from
+ chi2_quality.cc.
+ * testsuite/20_util/hash/chi2_q_bit_flip_set.cc: Ditto.
+ * testsuite/20_util/hash/chi2_q_document_words.cc: Ditto.
+ * testsuite/20_util/hash/chi2_q_bit_string_set.cc: Ditto. Increase
+ SAMPLES to 35000 for simulator targets.
+ * testsuite/20_util/hash/chi2_q_numeric_pattern_set.cc: Ditto.
+ * testsuite/20_util/hash/chi2_q_uniform_random.cc: Ditto.
+ * testsuite/20_util/hash/chi2_quality.cc: Remove.
+
2013-12-10 Paolo Carlini <paolo.carlini@oracle.com>
* testsuite/20_util/is_base_of/value.cc: Add test.
diff --git a/libstdc++-v3/testsuite/20_util/hash/chi2_q_bit_flip_set.cc b/libstdc++-v3/testsuite/20_util/hash/chi2_q_bit_flip_set.cc
new file mode 100644
index 00000000000..4d4f183bb17
--- /dev/null
+++ b/libstdc++-v3/testsuite/20_util/hash/chi2_q_bit_flip_set.cc
@@ -0,0 +1,61 @@
+// { dg-options "-std=gnu++0x" }
+// Use smaller statistics when running on simulators, so it takes less time.
+// { dg-options "-std=gnu++0x -DSAMPLES=30000" { target simulator } }
+
+// Copyright (C) 2010-2013 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/>.
+
+#include "chi2_quality.h"
+
+// Tests chi^2 for a distribution of strings that differ from each
+// other by only a few bits. We start with an arbitrary base string, and
+// flip three random bits for each member of the set.
+void
+test_bit_flip_set()
+{
+ bool test __attribute__((unused)) = true;
+ const unsigned long N = SAMPLES;
+ const unsigned long k = N/100;
+ const unsigned int len = 67;
+ const unsigned int bitlen = len * 8;
+ const unsigned int bits_to_flip = 3;
+ const char base[len+1] = "abcdefghijklmnopqrstuvwxyz"
+ "ABCDEFGHIJKLMNOPQRSTUVWXYZ"
+ "0123456789!@#$%";
+
+ std::unordered_set<std::string> set;
+ while (set.size() < N)
+ {
+ std::string s(base, base+len);
+ for (unsigned int i = 0; i < bits_to_flip; ++i)
+ {
+ int bit = rand() % bitlen;
+ s[bit/8] ^= (1 << (bit%8));
+ }
+ set.insert(s);
+ }
+
+ double chi2 = chi2_hash(set, k);
+ VERIFY( chi2 < k*1.1 );
+}
+
+int
+main()
+{
+ test_bit_flip_set();
+ return 0;
+}
diff --git a/libstdc++-v3/testsuite/20_util/hash/chi2_q_bit_string_set.cc b/libstdc++-v3/testsuite/20_util/hash/chi2_q_bit_string_set.cc
new file mode 100644
index 00000000000..6fb90120ac3
--- /dev/null
+++ b/libstdc++-v3/testsuite/20_util/hash/chi2_q_bit_string_set.cc
@@ -0,0 +1,55 @@
+// { dg-options "-std=gnu++0x" }
+// Use smaller statistics when running on simulators, so it takes less time.
+// For e.g. cris-elf, mipsisa32r2el-elf, powerpc-eabi and i386-linux-gnu,
+// this test fails for SAMPLES=30000.
+// { dg-options "-std=gnu++0x -DSAMPLES=35000" { target simulator } }
+
+// Copyright (C) 2010-2013 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/>.
+
+#include "chi2_quality.h"
+
+// Tests chi^2 for a set of strings that all consist of '1' and '0'.
+void
+test_bit_string_set()
+{
+ bool test __attribute__((unused)) = true;
+ const unsigned long N = SAMPLES;
+ const unsigned long k = N/100;
+ std::vector<std::string> set;
+ std::string s;
+ for (unsigned long i = 0; i < N; ++i)
+ {
+ s.clear();
+ for (unsigned int j = 0; j < sizeof(unsigned long) * 8; ++j)
+ {
+ const bool bit = (1UL << j) & i;
+ s.push_back(bit ? '1' : '0');
+ }
+ set.push_back(s);
+ }
+
+ double chi2 = chi2_hash(set, k);
+ VERIFY( chi2 < k*1.1 );
+}
+
+int
+main()
+{
+ test_bit_string_set();
+ return 0;
+}
diff --git a/libstdc++-v3/testsuite/20_util/hash/chi2_q_document_words.cc b/libstdc++-v3/testsuite/20_util/hash/chi2_q_document_words.cc
new file mode 100644
index 00000000000..befd3c83ccc
--- /dev/null
+++ b/libstdc++-v3/testsuite/20_util/hash/chi2_q_document_words.cc
@@ -0,0 +1,52 @@
+// On some simulators, the workload is simply too large with values big
+// enough for the test to pass the quality test, so just skip it altogether.
+// { dg-do run { target { ! simulator } } }
+// { dg-options "-std=gnu++0x" }
+
+// Copyright (C) 2010-2013 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/>.
+
+#include "chi2_quality.h"
+
+// Tests chi^2 for a set of words taken from a document written in English.
+void
+test_document_words()
+{
+ bool test __attribute__((unused)) = true;
+ const std::string f_name = "thirty_years_among_the_dead_preproc.txt";
+ std::ifstream in(f_name);
+ VERIFY( in.is_open() );
+ std::vector<std::string> words;
+ words.assign(std::istream_iterator<std::string>(in),
+ std::istream_iterator<std::string>());
+ VERIFY( words.size() > 100000 );
+ std::sort(words.begin(), words.end());
+ auto it = std::unique(words.begin(), words.end());
+ words.erase(it, words.end());
+ VERIFY( words.size() > 5000 );
+
+ const unsigned long k = words.size() / 20;
+ double chi2 = chi2_hash(words, k);
+ VERIFY( chi2 < k*1.1 );
+}
+
+int
+main()
+{
+ test_document_words();
+ return 0;
+}
diff --git a/libstdc++-v3/testsuite/20_util/hash/chi2_q_numeric_pattern_set.cc b/libstdc++-v3/testsuite/20_util/hash/chi2_q_numeric_pattern_set.cc
new file mode 100644
index 00000000000..2819ec24727
--- /dev/null
+++ b/libstdc++-v3/testsuite/20_util/hash/chi2_q_numeric_pattern_set.cc
@@ -0,0 +1,52 @@
+// { dg-options "-std=gnu++0x" }
+// Use smaller statistics when running on simulators, so it takes less time.
+// For x86_64-linux-gnu SAMPLES=30000 fails, so increase slightly.
+// { dg-options "-std=gnu++0x -DSAMPLES=35000" { target simulator } }
+
+// Copyright (C) 2010-2013 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/>.
+
+#include "chi2_quality.h"
+
+// Tests chi^2 of a set of strings that all have a similar pattern,
+// intended to mimic some sort of ID string.
+void
+test_numeric_pattern_set()
+{
+ bool test __attribute__((unused)) = true;
+ const unsigned long N = SAMPLES;
+ const unsigned long k = N/100;
+ std::vector<std::string> set;
+ for (unsigned long i = 0; i < N; ++i)
+ {
+ long i1 = i % 100000;
+ long i2 = i / 100000;
+ char buf[16];
+ std::sprintf(buf, "XX-%05lu-%05lu", i1, i2);
+ set.push_back(buf);
+ }
+
+ double chi2 = chi2_hash(set, k);
+ VERIFY( chi2 < k*1.1 );
+}
+
+int
+main()
+{
+ test_numeric_pattern_set();
+ return 0;
+}
diff --git a/libstdc++-v3/testsuite/20_util/hash/chi2_q_uniform_random.cc b/libstdc++-v3/testsuite/20_util/hash/chi2_q_uniform_random.cc
new file mode 100644
index 00000000000..5440fe3f2ef
--- /dev/null
+++ b/libstdc++-v3/testsuite/20_util/hash/chi2_q_uniform_random.cc
@@ -0,0 +1,53 @@
+// { dg-options "-std=gnu++0x" }
+// Use smaller statistics when running on simulators, so it takes less time.
+// For powerpc-eabi, SAMPLES=30000 fails.
+// { dg-options "-std=gnu++0x -DSAMPLES=35000" { target simulator } }
+
+// Copyright (C) 2010-2013 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/>.
+
+#include "chi2_quality.h"
+
+// Tests chi^2 for a distribution of uniformly generated random strings.
+void
+test_uniform_random()
+{
+ bool test __attribute__((unused)) = true;
+ std::srand(137);
+ std::unordered_set<std::string> set;
+ std::string s;
+ const unsigned long N = SAMPLES;
+ const unsigned long k = N/100;
+ const unsigned int len = 25;
+ while (set.size() < N)
+ {
+ s.clear();
+ for (unsigned int i = 0; i < len; ++i)
+ s.push_back(rand() % 128);
+ set.insert(s);
+ }
+
+ double chi2 = chi2_hash(set, k);
+ VERIFY( chi2 < k*1.1 );
+}
+
+int
+main()
+{
+ test_uniform_random();
+ return 0;
+}
diff --git a/libstdc++-v3/testsuite/20_util/hash/chi2_quality.cc b/libstdc++-v3/testsuite/20_util/hash/chi2_quality.cc
deleted file mode 100644
index 4e50da0ff3f..00000000000
--- a/libstdc++-v3/testsuite/20_util/hash/chi2_quality.cc
+++ /dev/null
@@ -1,218 +0,0 @@
-// { dg-options "-std=gnu++0x" }
-
-// Use smaller statistics when running on simulators, so it takes less time.
-// { dg-options "-std=gnu++0x -DSAMPLES=30000" { target simulator } }
-
-// Copyright (C) 2010-2013 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/>.
-
-// This file uses the chi^2 test to measure the quality of a hash
-// function, by computing the uniformity with which it distributes a set
-// of N strings into k buckets (where k is significantly greater than N).
-//
-// Each bucket has B[i] strings in it. The expected value of each bucket
-// for a uniform distribution is z = N/k, so
-// chi^2 = Sum_i (B[i] - z)^2 / z.
-//
-// We check whether chi^2 is small enough to be consistent with the
-// hypothesis of a uniform distribution. If F(chi^2, k-1) is close to
-// 0 (where F is the cumulative probability distribution), we can
-// reject that hypothesis. So we don't want F to be too small, which
-// for large k, means we want chi^2 to be not too much larger than k.
-//
-// We use the chi^2 test for several sets of strings. Any non-horrible
-// hash function should do well with purely random strings. A really
-// good hash function will also do well with more structured sets,
-// including ones where the strings differ by only a few bits.
-
-#include <algorithm>
-#include <cstdlib>
-#include <cstdio>
-#include <fstream>
-#include <functional>
-#include <iostream>
-#include <iterator>
-#include <string>
-#include <unordered_set>
-#include <vector>
-#include <testsuite_hooks.h>
-
-#ifndef SAMPLES
-#define SAMPLES 300000
-#endif
-
-template <typename Container>
- double
- chi2_hash(const Container& c, long buckets)
- {
- std::vector<int> counts(buckets);
- std::hash<std::string> hasher;
- double elements = 0;
- for (auto i = c.begin(); i != c.end(); ++i)
- {
- ++counts[hasher(*i) % buckets];
- ++elements;
- }
-
- const double z = elements / buckets;
- double sum = 0;
- for (long i = 0; i < buckets; ++i)
- {
- double delta = counts[i] - z;
- sum += delta*delta;
- }
- return sum/z;
- }
-
-// Tests chi^2 for a distribution of uniformly generated random strings.
-void
-test_uniform_random()
-{
- bool test __attribute__((unused)) = true;
- std::srand(137);
- std::unordered_set<std::string> set;
- std::string s;
- const unsigned long N = SAMPLES;
- const unsigned long k = N/100;
- const unsigned int len = 25;
- while (set.size() < N)
- {
- s.clear();
- for (unsigned int i = 0; i < len; ++i)
- s.push_back(rand() % 128);
- set.insert(s);
- }
-
- double chi2 = chi2_hash(set, k);
- VERIFY( chi2 < k*1.1 );
-}
-
-// Tests chi^2 for a distribution of strings that differ from each
-// other by only a few bits. We start with an arbitrary base string, and
-// flip three random bits for each member of the set.
-void
-test_bit_flip_set()
-{
- bool test __attribute__((unused)) = true;
- const unsigned long N = SAMPLES;
- const unsigned long k = N/100;
- const unsigned int len = 67;
- const unsigned int bitlen = len * 8;
- const unsigned int bits_to_flip = 3;
- const char base[len+1] = "abcdefghijklmnopqrstuvwxyz"
- "ABCDEFGHIJKLMNOPQRSTUVWXYZ"
- "0123456789!@#$%";
-
- std::unordered_set<std::string> set;
- while (set.size() < N)
- {
- std::string s(base, base+len);
- for (unsigned int i = 0; i < bits_to_flip; ++i)
- {
- int bit = rand() % bitlen;
- s[bit/8] ^= (1 << (bit%8));
- }
- set.insert(s);
- }
-
- double chi2 = chi2_hash(set, k);
- VERIFY( chi2 < k*1.1 );
-}
-
-// Tests chi^2 of a set of strings that all have a similar pattern,
-// intended to mimic some sort of ID string.
-void
-test_numeric_pattern_set()
-{
- bool test __attribute__((unused)) = true;
- const unsigned long N = SAMPLES;
- const unsigned long k = N/100;
- std::vector<std::string> set;
- for (unsigned long i = 0; i < N; ++i)
- {
- long i1 = i % 100000;
- long i2 = i / 100000;
- char buf[16];
- std::sprintf(buf, "XX-%05lu-%05lu", i1, i2);
- set.push_back(buf);
- }
-
- double chi2 = chi2_hash(set, k);
- VERIFY( chi2 < k*1.1 );
-}
-
-// Tests chi^2 for a set of strings that all consist of '1' and '0'.
-void
-test_bit_string_set()
-{
- bool test __attribute__((unused)) = true;
- const unsigned long N = SAMPLES;
- const unsigned long k = N/100;
- std::vector<std::string> set;
- std::string s;
- for (unsigned long i = 0; i < N; ++i)
- {
- s.clear();
- for (unsigned int j = 0; j < sizeof(unsigned long) * 8; ++j)
- {
- const bool bit = (1UL << j) & i;
- s.push_back(bit ? '1' : '0');
- }
- set.push_back(s);
- }
-
- double chi2 = chi2_hash(set, k);
- VERIFY( chi2 < k*1.1 );
-}
-
-// Tests chi^2 for a set of words taken from a document written in English.
-void
-test_document_words()
-{
- // That file is 187587 single-word lines. To avoid a timeout, just skip
- // this part, which would take up to 95% of the program runtime (with
- // SAMPLES == 10000), if we're not supposed to run anywhere that long.
-#if SAMPLES >= 100000
- bool test __attribute__((unused)) = true;
- const std::string f_name = "thirty_years_among_the_dead_preproc.txt";
- std::ifstream in(f_name);
- VERIFY( in.is_open() );
- std::vector<std::string> words;
- words.assign(std::istream_iterator<std::string>(in),
- std::istream_iterator<std::string>());
- VERIFY( words.size() > 100000 );
- std::sort(words.begin(), words.end());
- auto it = std::unique(words.begin(), words.end());
- words.erase(it, words.end());
- VERIFY( words.size() > 5000 );
-
- const unsigned long k = words.size() / 20;
- double chi2 = chi2_hash(words, k);
- VERIFY( chi2 < k*1.1 );
-#endif
-}
-
-int
-main()
-{
- test_uniform_random();
- test_bit_flip_set();
- test_numeric_pattern_set();
- test_bit_string_set();
- test_document_words();
- return 0;
-}
diff --git a/libstdc++-v3/testsuite/20_util/hash/chi2_quality.h b/libstdc++-v3/testsuite/20_util/hash/chi2_quality.h
new file mode 100644
index 00000000000..09da79926ac
--- /dev/null
+++ b/libstdc++-v3/testsuite/20_util/hash/chi2_quality.h
@@ -0,0 +1,74 @@
+// Copyright (C) 2010-2013 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/>.
+
+// This file uses the chi^2 test to measure the quality of a hash
+// function, by computing the uniformity with which it distributes a set
+// of N strings into k buckets (where k is significantly greater than N).
+//
+// Each bucket has B[i] strings in it. The expected value of each bucket
+// for a uniform distribution is z = N/k, so
+// chi^2 = Sum_i (B[i] - z)^2 / z.
+//
+// We check whether chi^2 is small enough to be consistent with the
+// hypothesis of a uniform distribution. If F(chi^2, k-1) is close to
+// 0 (where F is the cumulative probability distribution), we can
+// reject that hypothesis. So we don't want F to be too small, which
+// for large k, means we want chi^2 to be not too much larger than k.
+//
+// We use the chi^2 test for several sets of strings. Any non-horrible
+// hash function should do well with purely random strings. A really
+// good hash function will also do well with more structured sets,
+// including ones where the strings differ by only a few bits.
+
+#include <algorithm>
+#include <cstdlib>
+#include <cstdio>
+#include <fstream>
+#include <functional>
+#include <iostream>
+#include <iterator>
+#include <string>
+#include <unordered_set>
+#include <vector>
+#include <testsuite_hooks.h>
+
+#ifndef SAMPLES
+#define SAMPLES 300000
+#endif
+
+template <typename Container>
+ double
+ chi2_hash(const Container& c, long buckets)
+ {
+ std::vector<int> counts(buckets);
+ std::hash<std::string> hasher;
+ double elements = 0;
+ for (auto i = c.begin(); i != c.end(); ++i)
+ {
+ ++counts[hasher(*i) % buckets];
+ ++elements;
+ }
+
+ const double z = elements / buckets;
+ double sum = 0;
+ for (long i = 0; i < buckets; ++i)
+ {
+ double delta = counts[i] - z;
+ sum += delta*delta;
+ }
+ return sum/z;
+ }