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1 #undef NDEBUG
2 #include <algorithm>
3 #include <cassert>
4 #include <cmath>
5 #include <cstdlib>
6 #include <vector>
7 
8 #include "benchmark/benchmark.h"
9 #include "output_test.h"
10 
11 namespace {
12 
13 #define ADD_COMPLEXITY_CASES(...) \
14   int CONCAT(dummy, __LINE__) = AddComplexityTest(__VA_ARGS__)
15 
AddComplexityTest(const std::string & test_name,const std::string & big_o_test_name,const std::string & rms_test_name,const std::string & big_o,int family_index)16 int AddComplexityTest(const std::string &test_name,
17                       const std::string &big_o_test_name,
18                       const std::string &rms_test_name,
19                       const std::string &big_o, int family_index) {
20   SetSubstitutions({{"%name", test_name},
21                     {"%bigo_name", big_o_test_name},
22                     {"%rms_name", rms_test_name},
23                     {"%bigo_str", "[ ]* %float " + big_o},
24                     {"%bigo", big_o},
25                     {"%rms", "[ ]*[0-9]+ %"}});
26   AddCases(
27       TC_ConsoleOut,
28       {{"^%bigo_name %bigo_str %bigo_str[ ]*$"},
29        {"^%bigo_name", MR_Not},  // Assert we we didn't only matched a name.
30        {"^%rms_name %rms %rms[ ]*$", MR_Next}});
31   AddCases(
32       TC_JSONOut,
33       {{"\"name\": \"%bigo_name\",$"},
34        {"\"family_index\": " + std::to_string(family_index) + ",$", MR_Next},
35        {"\"per_family_instance_index\": 0,$", MR_Next},
36        {"\"run_name\": \"%name\",$", MR_Next},
37        {"\"run_type\": \"aggregate\",$", MR_Next},
38        {"\"repetitions\": %int,$", MR_Next},
39        {"\"threads\": 1,$", MR_Next},
40        {"\"aggregate_name\": \"BigO\",$", MR_Next},
41        {"\"aggregate_unit\": \"time\",$", MR_Next},
42        {"\"cpu_coefficient\": %float,$", MR_Next},
43        {"\"real_coefficient\": %float,$", MR_Next},
44        {"\"big_o\": \"%bigo\",$", MR_Next},
45        {"\"time_unit\": \"ns\"$", MR_Next},
46        {"}", MR_Next},
47        {"\"name\": \"%rms_name\",$"},
48        {"\"family_index\": " + std::to_string(family_index) + ",$", MR_Next},
49        {"\"per_family_instance_index\": 0,$", MR_Next},
50        {"\"run_name\": \"%name\",$", MR_Next},
51        {"\"run_type\": \"aggregate\",$", MR_Next},
52        {"\"repetitions\": %int,$", MR_Next},
53        {"\"threads\": 1,$", MR_Next},
54        {"\"aggregate_name\": \"RMS\",$", MR_Next},
55        {"\"aggregate_unit\": \"percentage\",$", MR_Next},
56        {"\"rms\": %float$", MR_Next},
57        {"}", MR_Next}});
58   AddCases(TC_CSVOut, {{"^\"%bigo_name\",,%float,%float,%bigo,,,,,$"},
59                        {"^\"%bigo_name\"", MR_Not},
60                        {"^\"%rms_name\",,%float,%float,,,,,,$", MR_Next}});
61   return 0;
62 }
63 
64 }  // end namespace
65 
66 // ========================================================================= //
67 // --------------------------- Testing BigO O(1) --------------------------- //
68 // ========================================================================= //
69 
BM_Complexity_O1(benchmark::State & state)70 void BM_Complexity_O1(benchmark::State &state) {
71   for (auto _ : state) {
72     for (int i = 0; i < 1024; ++i) {
73       benchmark::DoNotOptimize(&i);
74     }
75   }
76   state.SetComplexityN(state.range(0));
77 }
78 BENCHMARK(BM_Complexity_O1)->Range(1, 1 << 18)->Complexity(benchmark::o1);
79 BENCHMARK(BM_Complexity_O1)->Range(1, 1 << 18)->Complexity();
80 BENCHMARK(BM_Complexity_O1)
81     ->Range(1, 1 << 18)
__anon6d5cfdec0202(benchmark::IterationCount) 82     ->Complexity([](benchmark::IterationCount) { return 1.0; });
83 
84 const char *one_test_name = "BM_Complexity_O1";
85 const char *big_o_1_test_name = "BM_Complexity_O1_BigO";
86 const char *rms_o_1_test_name = "BM_Complexity_O1_RMS";
87 const char *enum_big_o_1 = "\\([0-9]+\\)";
88 // FIXME: Tolerate both '(1)' and 'lgN' as output when the complexity is auto
89 // deduced.
90 // See https://github.com/google/benchmark/issues/272
91 const char *auto_big_o_1 = "(\\([0-9]+\\))|(lgN)";
92 const char *lambda_big_o_1 = "f\\(N\\)";
93 
94 // Add enum tests
95 ADD_COMPLEXITY_CASES(one_test_name, big_o_1_test_name, rms_o_1_test_name,
96                      enum_big_o_1, /*family_index=*/0);
97 
98 // Add auto enum tests
99 ADD_COMPLEXITY_CASES(one_test_name, big_o_1_test_name, rms_o_1_test_name,
100                      auto_big_o_1, /*family_index=*/1);
101 
102 // Add lambda tests
103 ADD_COMPLEXITY_CASES(one_test_name, big_o_1_test_name, rms_o_1_test_name,
104                      lambda_big_o_1, /*family_index=*/2);
105 
106 // ========================================================================= //
107 // --------------------------- Testing BigO O(N) --------------------------- //
108 // ========================================================================= //
109 
ConstructRandomVector(int64_t size)110 std::vector<int> ConstructRandomVector(int64_t size) {
111   std::vector<int> v;
112   v.reserve(static_cast<int>(size));
113   for (int i = 0; i < size; ++i) {
114     v.push_back(static_cast<int>(std::rand() % size));
115   }
116   return v;
117 }
118 
BM_Complexity_O_N(benchmark::State & state)119 void BM_Complexity_O_N(benchmark::State &state) {
120   auto v = ConstructRandomVector(state.range(0));
121   // Test worst case scenario (item not in vector)
122   const int64_t item_not_in_vector = state.range(0) * 2;
123   for (auto _ : state) {
124     benchmark::DoNotOptimize(std::find(v.begin(), v.end(), item_not_in_vector));
125   }
126   state.SetComplexityN(state.range(0));
127 }
128 BENCHMARK(BM_Complexity_O_N)
129     ->RangeMultiplier(2)
130     ->Range(1 << 10, 1 << 16)
131     ->Complexity(benchmark::oN);
132 BENCHMARK(BM_Complexity_O_N)
133     ->RangeMultiplier(2)
134     ->Range(1 << 10, 1 << 16)
__anon6d5cfdec0302(benchmark::IterationCount n) 135     ->Complexity([](benchmark::IterationCount n) -> double {
136       return static_cast<double>(n);
137     });
138 BENCHMARK(BM_Complexity_O_N)
139     ->RangeMultiplier(2)
140     ->Range(1 << 10, 1 << 16)
141     ->Complexity();
142 
143 const char *n_test_name = "BM_Complexity_O_N";
144 const char *big_o_n_test_name = "BM_Complexity_O_N_BigO";
145 const char *rms_o_n_test_name = "BM_Complexity_O_N_RMS";
146 const char *enum_auto_big_o_n = "N";
147 const char *lambda_big_o_n = "f\\(N\\)";
148 
149 // Add enum tests
150 ADD_COMPLEXITY_CASES(n_test_name, big_o_n_test_name, rms_o_n_test_name,
151                      enum_auto_big_o_n, /*family_index=*/3);
152 
153 // Add lambda tests
154 ADD_COMPLEXITY_CASES(n_test_name, big_o_n_test_name, rms_o_n_test_name,
155                      lambda_big_o_n, /*family_index=*/4);
156 
157 // ========================================================================= //
158 // ------------------------- Testing BigO O(N*lgN) ------------------------- //
159 // ========================================================================= //
160 
BM_Complexity_O_N_log_N(benchmark::State & state)161 static void BM_Complexity_O_N_log_N(benchmark::State &state) {
162   auto v = ConstructRandomVector(state.range(0));
163   for (auto _ : state) {
164     std::sort(v.begin(), v.end());
165   }
166   state.SetComplexityN(state.range(0));
167 }
168 static const double kLog2E = 1.44269504088896340736;
169 BENCHMARK(BM_Complexity_O_N_log_N)
170     ->RangeMultiplier(2)
171     ->Range(1 << 10, 1 << 16)
172     ->Complexity(benchmark::oNLogN);
173 BENCHMARK(BM_Complexity_O_N_log_N)
174     ->RangeMultiplier(2)
175     ->Range(1 << 10, 1 << 16)
__anon6d5cfdec0402(benchmark::IterationCount n) 176     ->Complexity([](benchmark::IterationCount n) {
177       return kLog2E * n * log(static_cast<double>(n));
178     });
179 BENCHMARK(BM_Complexity_O_N_log_N)
180     ->RangeMultiplier(2)
181     ->Range(1 << 10, 1 << 16)
182     ->Complexity();
183 
184 const char *n_lg_n_test_name = "BM_Complexity_O_N_log_N";
185 const char *big_o_n_lg_n_test_name = "BM_Complexity_O_N_log_N_BigO";
186 const char *rms_o_n_lg_n_test_name = "BM_Complexity_O_N_log_N_RMS";
187 const char *enum_auto_big_o_n_lg_n = "NlgN";
188 const char *lambda_big_o_n_lg_n = "f\\(N\\)";
189 
190 // Add enum tests
191 ADD_COMPLEXITY_CASES(n_lg_n_test_name, big_o_n_lg_n_test_name,
192                      rms_o_n_lg_n_test_name, enum_auto_big_o_n_lg_n,
193                      /*family_index=*/6);
194 
195 // Add lambda tests
196 ADD_COMPLEXITY_CASES(n_lg_n_test_name, big_o_n_lg_n_test_name,
197                      rms_o_n_lg_n_test_name, lambda_big_o_n_lg_n,
198                      /*family_index=*/7);
199 
200 // ========================================================================= //
201 // -------- Testing formatting of Complexity with captured args ------------ //
202 // ========================================================================= //
203 
BM_ComplexityCaptureArgs(benchmark::State & state,int n)204 void BM_ComplexityCaptureArgs(benchmark::State &state, int n) {
205   for (auto _ : state) {
206     // This test requires a non-zero CPU time to avoid divide-by-zero
207     benchmark::DoNotOptimize(state.iterations());
208   }
209   state.SetComplexityN(n);
210 }
211 
212 BENCHMARK_CAPTURE(BM_ComplexityCaptureArgs, capture_test, 100)
213     ->Complexity(benchmark::oN)
214     ->Ranges({{1, 2}, {3, 4}});
215 
216 const std::string complexity_capture_name =
217     "BM_ComplexityCaptureArgs/capture_test";
218 
219 ADD_COMPLEXITY_CASES(complexity_capture_name, complexity_capture_name + "_BigO",
220                      complexity_capture_name + "_RMS", "N", /*family_index=*/9);
221 
222 // ========================================================================= //
223 // --------------------------- TEST CASES END ------------------------------ //
224 // ========================================================================= //
225 
main(int argc,char * argv[])226 int main(int argc, char *argv[]) { RunOutputTests(argc, argv); }
227