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Diffstat (limited to 'llvm/utils/benchmark/tools/gbench/report.py')
| -rw-r--r-- | llvm/utils/benchmark/tools/gbench/report.py | 208 |
1 files changed, 208 insertions, 0 deletions
diff --git a/llvm/utils/benchmark/tools/gbench/report.py b/llvm/utils/benchmark/tools/gbench/report.py new file mode 100644 index 00000000000..0c090981a83 --- /dev/null +++ b/llvm/utils/benchmark/tools/gbench/report.py @@ -0,0 +1,208 @@ +"""report.py - Utilities for reporting statistics about benchmark results +""" +import os +import re +import copy + +class BenchmarkColor(object): + def __init__(self, name, code): + self.name = name + self.code = code + + def __repr__(self): + return '%s%r' % (self.__class__.__name__, + (self.name, self.code)) + + def __format__(self, format): + return self.code + +# Benchmark Colors Enumeration +BC_NONE = BenchmarkColor('NONE', '') +BC_MAGENTA = BenchmarkColor('MAGENTA', '\033[95m') +BC_CYAN = BenchmarkColor('CYAN', '\033[96m') +BC_OKBLUE = BenchmarkColor('OKBLUE', '\033[94m') +BC_HEADER = BenchmarkColor('HEADER', '\033[92m') +BC_WARNING = BenchmarkColor('WARNING', '\033[93m') +BC_WHITE = BenchmarkColor('WHITE', '\033[97m') +BC_FAIL = BenchmarkColor('FAIL', '\033[91m') +BC_ENDC = BenchmarkColor('ENDC', '\033[0m') +BC_BOLD = BenchmarkColor('BOLD', '\033[1m') +BC_UNDERLINE = BenchmarkColor('UNDERLINE', '\033[4m') + +def color_format(use_color, fmt_str, *args, **kwargs): + """ + Return the result of 'fmt_str.format(*args, **kwargs)' after transforming + 'args' and 'kwargs' according to the value of 'use_color'. If 'use_color' + is False then all color codes in 'args' and 'kwargs' are replaced with + the empty string. + """ + assert use_color is True or use_color is False + if not use_color: + args = [arg if not isinstance(arg, BenchmarkColor) else BC_NONE + for arg in args] + kwargs = {key: arg if not isinstance(arg, BenchmarkColor) else BC_NONE + for key, arg in kwargs.items()} + return fmt_str.format(*args, **kwargs) + + +def find_longest_name(benchmark_list): + """ + Return the length of the longest benchmark name in a given list of + benchmark JSON objects + """ + longest_name = 1 + for bc in benchmark_list: + if len(bc['name']) > longest_name: + longest_name = len(bc['name']) + return longest_name + + +def calculate_change(old_val, new_val): + """ + Return a float representing the decimal change between old_val and new_val. + """ + if old_val == 0 and new_val == 0: + return 0.0 + if old_val == 0: + return float(new_val - old_val) / (float(old_val + new_val) / 2) + return float(new_val - old_val) / abs(old_val) + + +def filter_benchmark(json_orig, family, replacement=""): + """ + Apply a filter to the json, and only leave the 'family' of benchmarks. + """ + regex = re.compile(family) + filtered = {} + filtered['benchmarks'] = [] + for be in json_orig['benchmarks']: + if not regex.search(be['name']): + continue + filteredbench = copy.deepcopy(be) # Do NOT modify the old name! + filteredbench['name'] = regex.sub(replacement, filteredbench['name']) + filtered['benchmarks'].append(filteredbench) + return filtered + + +def generate_difference_report(json1, json2, use_color=True): + """ + Calculate and report the difference between each test of two benchmarks + runs specified as 'json1' and 'json2'. + """ + first_col_width = find_longest_name(json1['benchmarks']) + def find_test(name): + for b in json2['benchmarks']: + if b['name'] == name: + return b + return None + first_col_width = max(first_col_width, len('Benchmark')) + first_line = "{:<{}s}Time CPU Time Old Time New CPU Old CPU New".format( + 'Benchmark', 12 + first_col_width) + output_strs = [first_line, '-' * len(first_line)] + + gen = (bn for bn in json1['benchmarks'] if 'real_time' in bn and 'cpu_time' in bn) + for bn in gen: + other_bench = find_test(bn['name']) + if not other_bench: + continue + + if bn['time_unit'] != other_bench['time_unit']: + continue + + def get_color(res): + if res > 0.05: + return BC_FAIL + elif res > -0.07: + return BC_WHITE + else: + return BC_CYAN + fmt_str = "{}{:<{}s}{endc}{}{:+16.4f}{endc}{}{:+16.4f}{endc}{:14.0f}{:14.0f}{endc}{:14.0f}{:14.0f}" + tres = calculate_change(bn['real_time'], other_bench['real_time']) + cpures = calculate_change(bn['cpu_time'], other_bench['cpu_time']) + output_strs += [color_format(use_color, fmt_str, + BC_HEADER, bn['name'], first_col_width, + get_color(tres), tres, get_color(cpures), cpures, + bn['real_time'], other_bench['real_time'], + bn['cpu_time'], other_bench['cpu_time'], + endc=BC_ENDC)] + return output_strs + +############################################################################### +# Unit tests + +import unittest + +class TestReportDifference(unittest.TestCase): + def load_results(self): + import json + testInputs = os.path.join(os.path.dirname(os.path.realpath(__file__)), 'Inputs') + testOutput1 = os.path.join(testInputs, 'test1_run1.json') + testOutput2 = os.path.join(testInputs, 'test1_run2.json') + with open(testOutput1, 'r') as f: + json1 = json.load(f) + with open(testOutput2, 'r') as f: + json2 = json.load(f) + return json1, json2 + + def test_basic(self): + expect_lines = [ + ['BM_SameTimes', '+0.0000', '+0.0000', '10', '10', '10', '10'], + ['BM_2xFaster', '-0.5000', '-0.5000', '50', '25', '50', '25'], + ['BM_2xSlower', '+1.0000', '+1.0000', '50', '100', '50', '100'], + ['BM_1PercentFaster', '-0.0100', '-0.0100', '100', '99', '100', '99'], + ['BM_1PercentSlower', '+0.0100', '+0.0100', '100', '101', '100', '101'], + ['BM_10PercentFaster', '-0.1000', '-0.1000', '100', '90', '100', '90'], + ['BM_10PercentSlower', '+0.1000', '+0.1000', '100', '110', '100', '110'], + ['BM_100xSlower', '+99.0000', '+99.0000', '100', '10000', '100', '10000'], + ['BM_100xFaster', '-0.9900', '-0.9900', '10000', '100', '10000', '100'], + ['BM_10PercentCPUToTime', '+0.1000', '-0.1000', '100', '110', '100', '90'], + ['BM_ThirdFaster', '-0.3333', '-0.3334', '100', '67', '100', '67'], + ['BM_BadTimeUnit', '-0.9000', '+0.2000', '0', '0', '0', '1'], + ] + json1, json2 = self.load_results() + output_lines_with_header = generate_difference_report(json1, json2, use_color=False) + output_lines = output_lines_with_header[2:] + print("\n".join(output_lines_with_header)) + self.assertEqual(len(output_lines), len(expect_lines)) + for i in range(0, len(output_lines)): + parts = [x for x in output_lines[i].split(' ') if x] + self.assertEqual(len(parts), 7) + self.assertEqual(parts, expect_lines[i]) + + +class TestReportDifferenceBetweenFamilies(unittest.TestCase): + def load_result(self): + import json + testInputs = os.path.join(os.path.dirname(os.path.realpath(__file__)), 'Inputs') + testOutput = os.path.join(testInputs, 'test2_run.json') + with open(testOutput, 'r') as f: + json = json.load(f) + return json + + def test_basic(self): + expect_lines = [ + ['.', '-0.5000', '-0.5000', '10', '5', '10', '5'], + ['./4', '-0.5000', '-0.5000', '40', '20', '40', '20'], + ['Prefix/.', '-0.5000', '-0.5000', '20', '10', '20', '10'], + ['Prefix/./3', '-0.5000', '-0.5000', '30', '15', '30', '15'], + ] + json = self.load_result() + json1 = filter_benchmark(json, "BM_Z.ro", ".") + json2 = filter_benchmark(json, "BM_O.e", ".") + output_lines_with_header = generate_difference_report(json1, json2, use_color=False) + output_lines = output_lines_with_header[2:] + print("\n") + print("\n".join(output_lines_with_header)) + self.assertEqual(len(output_lines), len(expect_lines)) + for i in range(0, len(output_lines)): + parts = [x for x in output_lines[i].split(' ') if x] + self.assertEqual(len(parts), 7) + self.assertEqual(parts, expect_lines[i]) + + +if __name__ == '__main__': + unittest.main() + +# vim: tabstop=4 expandtab shiftwidth=4 softtabstop=4 +# kate: tab-width: 4; replace-tabs on; indent-width 4; tab-indents: off; +# kate: indent-mode python; remove-trailing-spaces modified; |

