1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
|
"""report.py - Utilities for reporting statistics about benchmark results
"""
import os
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 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']) + 5
def find_test(name):
for b in json2['benchmarks']:
if b['name'] == name:
return b
return None
first_line = "{:<{}s} Time CPU Old New".format(
'Benchmark', first_col_width)
output_strs = [first_line, '-' * len(first_line)]
for bn in json1['benchmarks']:
other_bench = find_test(bn['name'])
if not other_bench:
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}{}{:+9.2f}{endc}{}{:+14.2f}{endc}{:14d}{:14d}"
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['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', '+0.00', '+0.00', '10', '10'],
['BM_2xFaster', '-0.50', '-0.50', '50', '25'],
['BM_2xSlower', '+1.00', '+1.00', '50', '100'],
['BM_10PercentFaster', '-0.10', '-0.10', '100', '90'],
['BM_10PercentSlower', '+0.10', '+0.10', '100', '110'],
['BM_100xSlower', '+99.00', '+99.00', '100', '10000'],
['BM_100xFaster', '-0.99', '-0.99', '10000', '100'],
]
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 xrange(0, len(output_lines)):
parts = [x for x in output_lines[i].split(' ') if x]
self.assertEqual(len(parts), 5)
self.assertEqual(parts, expect_lines[i])
if __name__ == '__main__':
unittest.main()
|
