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from __future__ import division |
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from __future__ import print_function |
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import argparse |
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import json |
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import os |
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import platform |
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import re |
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import subprocess |
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import sys |
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import types |
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from datetime import datetime |
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from decimal import Decimal |
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from functools import partial |
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from .compat import PY3 |
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try: |
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from subprocess import check_output |
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except ImportError: |
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def check_output(*popenargs, **kwargs): |
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if 'stdout' in kwargs: |
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raise ValueError('stdout argument not allowed, it will be overridden.') |
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process = subprocess.Popen(stdout=subprocess.PIPE, *popenargs, **kwargs) |
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output, unused_err = process.communicate() |
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retcode = process.poll() |
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if retcode: |
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cmd = kwargs.get("args") |
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if cmd is None: |
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cmd = popenargs[0] |
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raise subprocess.CalledProcessError(retcode, cmd) |
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return output |
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TIME_UNITS = { |
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"": "Seconds", |
36
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"m": "Miliseconds (ms)", |
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"u": "Microseconds (us)", |
38
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"n": "Nanoseconds (ns)" |
39
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} |
40
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42
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class SecondsDecimal(Decimal): |
43
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def __float__(self): |
44
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return float(super(SecondsDecimal, self).__str__()) |
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46
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def __str__(self): |
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return "{0}s".format(format_time(float(super(SecondsDecimal, self).__str__()))) |
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49
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@property |
50
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def as_string(self): |
51
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return super(SecondsDecimal, self).__str__() |
52
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53
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54
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class NameWrapper(object): |
55
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def __init__(self, target): |
56
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self.target = target |
57
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58
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def __str__(self): |
59
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name = self.target.__module__ + "." if hasattr(self.target, '__module__') else "" |
60
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name += self.target.__name__ if hasattr(self.target, '__name__') else repr(self.target) |
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return name |
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def __repr__(self): |
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return "NameWrapper(%s)" % repr(self.target) |
65
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66
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67
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def get_tag(): |
68
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info = get_commit_info() |
69
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return '%s_%s%s' % (info['id'], get_current_time(), '_uncommitted-changes' if info['dirty'] else '') |
70
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71
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72
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def get_machine_id(): |
73
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return "%s-%s-%s-%s" % ( |
74
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platform.system(), |
75
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platform.python_implementation(), |
76
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".".join(platform.python_version_tuple()[:2]), |
77
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platform.architecture()[0] |
78
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) |
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80
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81
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def get_commit_info(): |
82
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dirty = False |
83
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commit = 'unversioned' |
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try: |
85
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if os.path.exists('.git'): |
86
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desc = check_output('git describe --dirty --always --long --abbrev=40'.split(), |
87
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universal_newlines=True).strip() |
88
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desc = desc.split('-') |
89
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if desc[-1].strip() == 'dirty': |
90
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dirty = True |
91
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desc.pop() |
92
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commit = desc[-1].strip('g') |
93
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elif os.path.exists('.hg'): |
94
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desc = check_output('hg id --id --debug'.split(), universal_newlines=True).strip() |
95
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if desc[-1] == '+': |
96
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dirty = True |
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commit = desc.strip('+') |
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return { |
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'id': commit, |
100
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'dirty': dirty |
101
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} |
102
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except Exception as exc: |
103
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return { |
104
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'id': 'unknown', |
105
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'dirty': dirty, |
106
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'error': repr(exc), |
107
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} |
108
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109
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110
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def get_current_time(): |
111
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return datetime.now().strftime("%Y%m%d_%H%M%S") |
112
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113
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114
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def first_or_value(obj, value): |
115
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if obj: |
116
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value, = obj |
117
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118
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return value |
119
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120
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121
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def short_filename(path, machine_id=None): |
122
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parts = [] |
123
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last = len(path.parts) - 1 |
124
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for pos, part in enumerate(path.parts): |
125
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if not pos and part == machine_id: |
126
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continue |
127
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if pos == last: |
128
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part = part.split('_')[0] |
129
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parts.append(part) |
130
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return '/'.join(parts) |
131
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132
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133
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def load_timer(string): |
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if "." not in string: |
135
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raise argparse.ArgumentTypeError("Value for --benchmark-timer must be in dotted form. Eg: 'module.attr'.") |
136
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mod, attr = string.rsplit(".", 1) |
137
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if mod == 'pep418': |
138
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if PY3: |
139
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import time |
140
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return NameWrapper(getattr(time, attr)) |
141
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else: |
142
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from . import pep418 |
143
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return NameWrapper(getattr(pep418, attr)) |
144
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else: |
145
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__import__(mod) |
146
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mod = sys.modules[mod] |
147
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return NameWrapper(getattr(mod, attr)) |
148
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149
|
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150
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class RegressionCheck(object): |
151
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def __init__(self, field, threshold): |
152
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self.field = field |
153
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self.threshold = threshold |
154
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155
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def fails(self, current, compared): |
156
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val = self.compute(current, compared) |
157
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if val > self.threshold: |
158
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return "Field %r has failed %s: %.9f > %.9f" % ( |
159
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self.field, self.__class__.__name__, val, self.threshold |
160
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) |
161
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162
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163
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class PercentageRegressionCheck(RegressionCheck): |
164
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def compute(self, current, compared): |
165
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val = compared[self.field] |
166
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if not val: |
167
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return float("inf") |
168
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return current[self.field] / val * 100 - 100 |
169
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170
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171
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class DifferenceRegressionCheck(RegressionCheck): |
172
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def compute(self, current, compared): |
173
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return current[self.field] - compared[self.field] |
174
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175
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176
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def parse_compare_fail(string, |
177
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rex=re.compile('^(?P<field>min|max|mean|median|stddev|iqr):' |
178
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'((?P<percentage>[0-9]?[0-9])%|(?P<difference>[0-9]*\.?[0-9]+([eE][-+]?[0-9]+)?))$')): |
179
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m = rex.match(string) |
180
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if m: |
181
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g = m.groupdict() |
182
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if g['percentage']: |
183
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return PercentageRegressionCheck(g['field'], int(g['percentage'])) |
184
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elif g['difference']: |
185
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return DifferenceRegressionCheck(g['field'], float(g['difference'])) |
186
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187
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raise argparse.ArgumentTypeError("Could not parse value: %r." % string) |
188
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189
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190
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def parse_warmup(string): |
191
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string = string.lower().strip() |
192
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if string == "auto": |
193
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return platform.python_implementation() == "PyPy" |
194
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elif string in ["off", "false", "no"]: |
195
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return False |
196
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elif string in ["on", "true", "yes", ""]: |
197
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return True |
198
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else: |
199
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raise argparse.ArgumentTypeError("Could not parse value: %r." % string) |
200
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201
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202
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def parse_timer(string): |
203
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return str(load_timer(string)) |
204
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205
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206
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def parse_sort(string): |
207
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string = string.lower().strip() |
208
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if string not in ("min", "max", "mean", "stddev", "name", "fullname"): |
209
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raise argparse.ArgumentTypeError( |
210
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"Unacceptable value: %r. " |
211
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"Value for --benchmark-sort must be one of: 'min', 'max', 'mean', " |
212
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"'stddev', 'name', 'fullname'." % string) |
213
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return string |
214
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215
|
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|
216
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def parse_columns(string): |
217
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allowed_columns = ["min", "max", "mean", "stddev", "median", "iqr", |
218
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"outliers", "rounds", "iterations"] |
219
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columns = [str.strip(s) for s in string.lower().split(',')] |
220
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invalid = set(columns) - set(allowed_columns) |
221
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if invalid: |
222
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# there are extra items in columns! |
223
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msg = "Invalid column name(s): %s. " % ', '.join(invalid) |
224
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msg += "The only valid column names are: %s" % ', '.join(allowed_columns) |
225
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raise argparse.ArgumentTypeError(msg) |
226
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return columns |
227
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|
228
|
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|
229
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def parse_rounds(string): |
230
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try: |
231
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value = int(string) |
232
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except ValueError as exc: |
233
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raise argparse.ArgumentTypeError(exc) |
234
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else: |
235
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if value < 1: |
236
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raise argparse.ArgumentTypeError("Value for --benchmark-rounds must be at least 1.") |
237
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return value |
238
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239
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|
240
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def parse_seconds(string): |
241
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try: |
242
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return SecondsDecimal(string).as_string |
243
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except Exception as exc: |
244
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raise argparse.ArgumentTypeError("Invalid decimal value %r: %r" % (string, exc)) |
245
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|
246
|
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247
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def parse_save(string): |
248
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if not string: |
249
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raise argparse.ArgumentTypeError("Can't be empty.") |
250
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illegal = ''.join(c for c in r"\/:*?<>|" if c in string) |
251
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if illegal: |
252
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raise argparse.ArgumentTypeError("Must not contain any of these characters: /:*?<>|\\ (it has %r)" % illegal) |
253
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return string |
254
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|
255
|
|
|
|
256
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def time_unit(value): |
257
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if value < 1e-6: |
258
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return "n", 1e9 |
259
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elif value < 1e-3: |
260
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return "u", 1e6 |
261
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elif value < 1: |
262
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return "m", 1e3 |
263
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else: |
264
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return "", 1. |
265
|
|
|
|
266
|
|
|
|
267
|
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def format_time(value): |
268
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unit, adjustment = time_unit(value) |
269
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return "{0:.2f}{1:s}".format(value * adjustment, unit) |
270
|
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|
271
|
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|
272
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class cached_property(object): |
273
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def __init__(self, func): |
274
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self.__doc__ = getattr(func, '__doc__') |
275
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self.func = func |
276
|
|
|
|
277
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def __get__(self, obj, cls): |
278
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if obj is None: |
279
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return self |
280
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value = obj.__dict__[self.func.__name__] = self.func(obj) |
281
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return value |
282
|
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|
283
|
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|
|
284
|
|
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def funcname(f): |
285
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try: |
286
|
|
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if isinstance(f, partial): |
287
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|
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return f.func.__name__ |
288
|
|
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else: |
289
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|
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return f.__name__ |
290
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|
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except AttributeError: |
291
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|
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return str(f) |
292
|
|
|
|
293
|
|
|
|
294
|
|
|
def clonefunc(f): |
295
|
|
|
"""Deep clone the given function to create a new one. |
296
|
|
|
|
297
|
|
|
By default, the PyPy JIT specializes the assembler based on f.__code__: |
298
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|
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clonefunc makes sure that you will get a new function with a **different** |
299
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|
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__code__, so that PyPy will produce independent assembler. This is useful |
300
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|
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e.g. for benchmarks and microbenchmarks, so you can make sure to compare |
301
|
|
|
apples to apples. |
302
|
|
|
|
303
|
|
|
Use it with caution: if abused, this might easily produce an explosion of |
304
|
|
|
produced assembler. |
305
|
|
|
|
306
|
|
|
from: https://bitbucket.org/antocuni/pypytools/src/tip/pypytools/util.py?at=default |
307
|
|
|
""" |
308
|
|
|
|
309
|
|
|
# first of all, we clone the code object |
310
|
|
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try: |
311
|
|
|
co = f.__code__ |
312
|
|
|
if PY3: |
313
|
|
|
co2 = types.CodeType(co.co_argcount, co.co_kwonlyargcount, |
314
|
|
|
co.co_nlocals, co.co_stacksize, co.co_flags, co.co_code, |
315
|
|
|
co.co_consts, co.co_names, co.co_varnames, co.co_filename, co.co_name, |
316
|
|
|
co.co_firstlineno, co.co_lnotab, co.co_freevars, co.co_cellvars) |
317
|
|
|
else: |
318
|
|
|
co2 = types.CodeType(co.co_argcount, co.co_nlocals, co.co_stacksize, co.co_flags, co.co_code, |
319
|
|
|
co.co_consts, co.co_names, co.co_varnames, co.co_filename, co.co_name, |
320
|
|
|
co.co_firstlineno, co.co_lnotab, co.co_freevars, co.co_cellvars) |
321
|
|
|
# |
322
|
|
|
# then, we clone the function itself, using the new co2 |
323
|
|
|
return types.FunctionType(co2, f.__globals__, f.__name__, f.__defaults__, f.__closure__) |
324
|
|
|
except AttributeError: |
325
|
|
|
return f |
326
|
|
|
|
327
|
|
|
|
328
|
|
|
def format_dict(obj): |
329
|
|
|
return "{%s}" % ", ".join("%s: %s" % (k, json.dumps(v)) for k, v in sorted(obj.items())) |
330
|
|
|
|
331
|
|
|
|
332
|
|
|
class SafeJSONEncoder(json.JSONEncoder): |
333
|
|
|
def default(self, o): |
334
|
|
|
return "UNSERIALIZABLE[%r]" % o |
335
|
|
|
|
336
|
|
|
|
337
|
|
|
def safe_dumps(obj, **kwargs): |
338
|
|
|
return json.dumps(obj, cls=SafeJSONEncoder, **kwargs) |
339
|
|
|
|
340
|
|
|
|
341
|
|
|
def report_progress(iterable, terminal_reporter, format_string, **kwargs): |
342
|
|
|
total = len(iterable) |
343
|
|
|
|
344
|
|
|
def progress_reporting_wrapper(): |
345
|
|
|
for pos, item in enumerate(iterable): |
346
|
|
|
string = format_string.format(pos=pos + 1, total=total, value=item, **kwargs) |
347
|
|
|
terminal_reporter.rewrite(string, black=True, bold=True) |
348
|
|
|
yield string, item |
349
|
|
|
return progress_reporting_wrapper() |
350
|
|
|
|
351
|
|
|
|
352
|
|
|
def report_noprogress(iterable, *args, **kwargs): |
353
|
|
|
for pos, item in enumerate(iterable): |
354
|
|
|
yield "", item |
355
|
|
|
|
356
|
|
|
|
357
|
|
|
def slugify(name): |
358
|
|
|
for c in "\/:*?<>| ": |
359
|
|
|
name = name.replace(c, '_').replace('__', '_') |
360
|
|
|
return name |
361
|
|
|
|
362
|
|
|
|
363
|
|
|
def annotate_source(bench, source): |
364
|
|
|
bench.update( |
365
|
|
|
canonical_name=bench["name"], |
366
|
|
|
canonical_fullname=bench["fullname"], |
367
|
|
|
) |
368
|
|
|
if source: |
369
|
|
|
bench.update( |
370
|
|
|
name="{0} ({1})".format(bench["name"], source), |
371
|
|
|
fullname="{0} ({1})".format(bench["fullname"], source), |
372
|
|
|
) |
373
|
|
|
bench["source"] = source |
374
|
|
|
return bench |
375
|
|
|
|