annotate mercurial/worker.py @ 49232:4c57ce494a4e

worker: stop relying on garbage collection to release memoryview On CPython, before resizing the bytearray, all memoryviews referencing it must be released. Before this change, we ensured that all references to them were deleted. On CPython, this was enough to set the reference count to zero, which results in garbage collecting and releasing them. On PyPy, releasing the memoryviews is not necessary because they are implemented differently. If it would be necessary however, ensuring that all references are deleted would not be suffient because PyPy doesn’t use reference counting. By using with statements that take care of releasing the memoryviews, we ensure that the bytearray is resizable without relying on implementation details. So while this doesn’t fix any observable bug, it increases compatiblity with other and future Python implementations.
author Manuel Jacob <me@manueljacob.de>
date Sat, 21 May 2022 23:31:30 +0200
parents 4d42a5fb70bf
children 520722523955
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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1 # worker.py - master-slave parallelism support
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2 #
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3 # Copyright 2013 Facebook, Inc.
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4 #
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5 # This software may be used and distributed according to the terms of the
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6 # GNU General Public License version 2 or any later version.
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7
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8
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9 import errno
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10 import os
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11 import pickle
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12 import signal
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13 import sys
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14 import threading
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15 import time
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16
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17 try:
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18 import selectors
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19
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20 selectors.BaseSelector
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21 except ImportError:
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22 from .thirdparty import selectors2 as selectors
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23
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24 from .i18n import _
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25 from . import (
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26 encoding,
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27 error,
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28 pycompat,
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29 scmutil,
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30 )
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31
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32
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33 def countcpus():
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34 '''try to count the number of CPUs on the system'''
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35
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36 # posix
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37 try:
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38 n = int(os.sysconf('SC_NPROCESSORS_ONLN'))
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39 if n > 0:
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40 return n
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41 except (AttributeError, ValueError):
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42 pass
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43
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44 # windows
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45 try:
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46 n = int(encoding.environ[b'NUMBER_OF_PROCESSORS'])
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47 if n > 0:
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48 return n
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49 except (KeyError, ValueError):
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50 pass
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51
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52 return 1
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53
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54
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55 def _numworkers(ui):
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56 s = ui.config(b'worker', b'numcpus')
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57 if s:
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58 try:
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59 n = int(s)
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60 if n >= 1:
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61 return n
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62 except ValueError:
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63 raise error.Abort(_(b'number of cpus must be an integer'))
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64 return min(max(countcpus(), 4), 32)
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66
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67 def ismainthread():
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68 return threading.current_thread() == threading.main_thread()
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70
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71 class _blockingreader:
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72 """Wrap unbuffered stream such that pickle.load() works with it.
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73
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74 pickle.load() expects that calls to read() and readinto() read as many
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75 bytes as requested. On EOF, it is fine to read fewer bytes. In this case,
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76 pickle.load() raises an EOFError.
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77 """
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78
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79 def __init__(self, wrapped):
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80 self._wrapped = wrapped
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81
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82 # Do NOT implement readinto() by making it delegate to
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83 # _wrapped.readinto(), since that is unbuffered. The unpickler is fine
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84 # with just read() and readline(), so we don't need to implement it.
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85
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86 if (3, 8, 0) <= sys.version_info[:3] < (3, 8, 2):
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87
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88 # This is required for python 3.8, prior to 3.8.2. See issue6444.
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89 def readinto(self, b):
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90 pos = 0
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91 size = len(b)
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92
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93 while pos < size:
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94 ret = self._wrapped.readinto(b[pos:])
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95 if not ret:
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96 break
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97 pos += ret
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98
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99 return pos
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100
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101 def readline(self):
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102 return self._wrapped.readline()
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103
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104 # issue multiple reads until size is fulfilled (or EOF is encountered)
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105 def read(self, size=-1):
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106 if size < 0:
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107 return self._wrapped.readall()
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108
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109 buf = bytearray(size)
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110 pos = 0
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111
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112 with memoryview(buf) as view:
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113 while pos < size:
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114 with view[pos:] as subview:
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115 ret = self._wrapped.readinto(subview)
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116 if not ret:
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117 break
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118 pos += ret
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119
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120 del buf[pos:]
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121 return bytes(buf)
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122
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123
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124 if pycompat.isposix or pycompat.iswindows:
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125 _STARTUP_COST = 0.01
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126 # The Windows worker is thread based. If tasks are CPU bound, threads
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127 # in the presence of the GIL result in excessive context switching and
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128 # this overhead can slow down execution.
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129 _DISALLOW_THREAD_UNSAFE = pycompat.iswindows
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130 else:
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131 _STARTUP_COST = 1e30
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132 _DISALLOW_THREAD_UNSAFE = False
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133
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134
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135 def worthwhile(ui, costperop, nops, threadsafe=True):
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136 """try to determine whether the benefit of multiple processes can
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parents: 45825
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137 outweigh the cost of starting them"""
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138
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139 if not threadsafe and _DISALLOW_THREAD_UNSAFE:
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140 return False
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diff changeset
141
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diff changeset
142 linear = costperop * nops
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parents: 18635
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143 workers = _numworkers(ui)
38730
69ed2cff4277 worker: rename variable to reflect constant
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parents: 38729
diff changeset
144 benefit = linear - (_STARTUP_COST * workers + linear / workers)
18636
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parents: 18635
diff changeset
145 return benefit >= 0.15
18637
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Bryan O'Sullivan <bryano@fb.com>
parents: 18636
diff changeset
146
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diff changeset
147
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parents: 42522
diff changeset
148 def worker(
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diff changeset
149 ui, costperarg, func, staticargs, args, hasretval=False, threadsafe=True
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150 ):
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151 """run a function, possibly in parallel in multiple worker
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diff changeset
152 processes.
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153
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154 returns a progress iterator
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155
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156 costperarg - cost of a single task
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157
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158 func - function to run. It is expected to return a progress iterator.
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159
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160 staticargs - arguments to pass to every invocation of the function
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161
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162 args - arguments to split into chunks, to pass to individual
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163 workers
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164
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parents: 40989
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165 hasretval - when True, func and the current function return an progress
42522
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Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
166 iterator then a dict (encoded as an iterator that yield many (False, ..)
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parents: 42455
diff changeset
167 then a (True, dict)). The dicts are joined in some arbitrary order, so
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Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
168 overlapping keys are a bad idea.
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parents: 40989
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169
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170 threadsafe - whether work items are thread safe and can be executed using
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parents: 38730
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171 a thread-based worker. Should be disabled for CPU heavy tasks that don't
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parents: 38730
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172 release the GIL.
45942
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parents: 45825
diff changeset
173 """
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parents: 43076
diff changeset
174 enabled = ui.configbool(b'worker', b'enabled')
46240
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Joerg Sonnenberger <joerg@bec.de>
parents: 45942
diff changeset
175 if enabled and _platformworker is _posixworker and not ismainthread():
a42502e9ae6d worker: POSIX only supports workers from main thread (issue6460)
Joerg Sonnenberger <joerg@bec.de>
parents: 45942
diff changeset
176 # The POSIX worker has to install a handler for SIGCHLD.
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Joerg Sonnenberger <joerg@bec.de>
parents: 45942
diff changeset
177 # Python up to 3.9 only allows this in the main thread.
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Joerg Sonnenberger <joerg@bec.de>
parents: 45942
diff changeset
178 enabled = False
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parents: 45942
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179
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180 if enabled and worthwhile(ui, costperarg, len(args), threadsafe=threadsafe):
42455
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parents: 40989
diff changeset
181 return _platformworker(ui, func, staticargs, args, hasretval)
18638
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182 return func(*staticargs + (args,))
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183
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184
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diff changeset
185 def _posixworker(ui, func, staticargs, args, hasretval):
18638
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186 workers = _numworkers(ui)
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parents: 18707
diff changeset
187 oldhandler = signal.getsignal(signal.SIGINT)
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parents: 18707
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188 signal.signal(signal.SIGINT, signal.SIG_IGN)
30413
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parents: 30412
diff changeset
189 pids, problem = set(), [0]
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190
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191 def killworkers():
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parents: 30422
diff changeset
192 # unregister SIGCHLD handler as all children will be killed. This
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parents: 30422
diff changeset
193 # function shouldn't be interrupted by another SIGCHLD; otherwise pids
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parents: 30422
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194 # could be updated while iterating, which would cause inconsistency.
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parents: 30422
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195 signal.signal(signal.SIGCHLD, oldchldhandler)
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196 # if one worker bails, there's no good reason to wait for the rest
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197 for p in pids:
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198 try:
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199 os.kill(p, signal.SIGTERM)
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200 except OSError as err:
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diff changeset
201 if err.errno != errno.ESRCH:
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diff changeset
202 raise
43076
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diff changeset
203
30412
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parents: 30411
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204 def waitforworkers(blocking=True):
30414
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205 for pid in pids.copy():
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206 p = st = 0
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diff changeset
207 while True:
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208 try:
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209 p, st = os.waitpid(pid, (0 if blocking else os.WNOHANG))
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parents: 30416
diff changeset
210 break
30414
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parents: 30413
diff changeset
211 except OSError as e:
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parents: 30413
diff changeset
212 if e.errno == errno.EINTR:
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diff changeset
213 continue
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214 elif e.errno == errno.ECHILD:
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parents: 30424
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215 # child would already be reaped, but pids yet been
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parents: 30424
diff changeset
216 # updated (maybe interrupted just after waitpid)
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parents: 30424
diff changeset
217 pids.discard(pid)
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parents: 30424
diff changeset
218 break
30414
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parents: 30413
diff changeset
219 else:
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parents: 30413
diff changeset
220 raise
31063
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FUJIWARA Katsunori <foozy@lares.dti.ne.jp>
parents: 30639
diff changeset
221 if not p:
18fb3cf572b4 worker: ignore meaningless exit status indication returned by os.waitpid()
FUJIWARA Katsunori <foozy@lares.dti.ne.jp>
parents: 30639
diff changeset
222 # skip subsequent steps, because child process should
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FUJIWARA Katsunori <foozy@lares.dti.ne.jp>
parents: 30639
diff changeset
223 # be still running in this case
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FUJIWARA Katsunori <foozy@lares.dti.ne.jp>
parents: 30639
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224 continue
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parents: 30639
diff changeset
225 pids.discard(p)
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parents: 30639
diff changeset
226 st = _exitstatus(st)
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diff changeset
227 if st and not problem[0]:
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parents: 30396
diff changeset
228 problem[0] = st
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parents: 42522
diff changeset
229
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parents: 30414
diff changeset
230 def sigchldhandler(signum, frame):
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diff changeset
231 waitforworkers(blocking=False)
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Yuya Nishihara <yuya@tcha.org>
parents: 30423
diff changeset
232 if problem[0]:
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Yuya Nishihara <yuya@tcha.org>
parents: 30423
diff changeset
233 killworkers()
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Augie Fackler <augie@google.com>
parents: 42522
diff changeset
234
30415
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parents: 30414
diff changeset
235 oldchldhandler = signal.signal(signal.SIGCHLD, sigchldhandler)
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David Soria Parra <davidsp@fb.com>
parents: 31119
diff changeset
236 ui.flush()
32112
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Jun Wu <quark@fb.com>
parents: 32043
diff changeset
237 parentpid = os.getpid()
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Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
238 pipes = []
42522
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Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
239 retval = {}
45376
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Martin von Zweigbergk <martinvonz@google.com>
parents: 44248
diff changeset
240 for pargs in partition(args, min(workers, len(args))):
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parents: 38535
diff changeset
241 # Every worker gets its own pipe to send results on, so we don't have to
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parents: 38535
diff changeset
242 # implement atomic writes larger than PIPE_BUF. Each forked process has
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
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parents: 38535
diff changeset
243 # its own pipe's descriptors in the local variables, and the parent
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parents: 38535
diff changeset
244 # process has the full list of pipe descriptors (and it doesn't really
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Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
245 # care what order they're in).
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parents: 38535
diff changeset
246 rfd, wfd = os.pipe()
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247 pipes.append((rfd, wfd))
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diff changeset
248 # make sure we use os._exit in all worker code paths. otherwise the
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parents: 32043
diff changeset
249 # worker may do some clean-ups which could cause surprises like
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parents: 32043
diff changeset
250 # deadlock. see sshpeer.cleanup for example.
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parents: 32043
diff changeset
251 # override error handling *before* fork. this is necessary because
31763785094b worker: rewrite error handling so os._exit covers all cases
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parents: 32043
diff changeset
252 # exception (signal) may arrive after fork, before "pid =" assignment
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parents: 32043
diff changeset
253 # completes, and other exception handler (dispatch.py) can lead to
31763785094b worker: rewrite error handling so os._exit covers all cases
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parents: 32043
diff changeset
254 # unexpected code path without os._exit.
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parents: 32043
diff changeset
255 ret = -1
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parents: 32043
diff changeset
256 try:
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parents: 32043
diff changeset
257 pid = os.fork()
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parents: 32043
diff changeset
258 if pid == 0:
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parents: 32043
diff changeset
259 signal.signal(signal.SIGINT, oldhandler)
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parents: 32043
diff changeset
260 signal.signal(signal.SIGCHLD, oldchldhandler)
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parents: 30425
diff changeset
261
32112
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parents: 32043
diff changeset
262 def workerfunc():
38729
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parents: 38535
diff changeset
263 for r, w in pipes[:-1]:
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parents: 38535
diff changeset
264 os.close(r)
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parents: 38535
diff changeset
265 os.close(w)
32112
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parents: 32043
diff changeset
266 os.close(rfd)
38535
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Danny Hooper <hooper@google.com>
parents: 37844
diff changeset
267 for result in func(*(staticargs + (pargs,))):
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parents: 46819
diff changeset
268 os.write(wfd, pickle.dumps(result))
32112
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parents: 32043
diff changeset
269 return 0
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parents: 32043
diff changeset
270
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parents: 32043
diff changeset
271 ret = scmutil.callcatch(ui, workerfunc)
43076
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Augie Fackler <augie@google.com>
parents: 42522
diff changeset
272 except: # parent re-raises, child never returns
32112
31763785094b worker: rewrite error handling so os._exit covers all cases
Jun Wu <quark@fb.com>
parents: 32043
diff changeset
273 if os.getpid() == parentpid:
31763785094b worker: rewrite error handling so os._exit covers all cases
Jun Wu <quark@fb.com>
parents: 32043
diff changeset
274 raise
31763785094b worker: rewrite error handling so os._exit covers all cases
Jun Wu <quark@fb.com>
parents: 32043
diff changeset
275 exctype = sys.exc_info()[0]
31763785094b worker: rewrite error handling so os._exit covers all cases
Jun Wu <quark@fb.com>
parents: 32043
diff changeset
276 force = not issubclass(exctype, KeyboardInterrupt)
31763785094b worker: rewrite error handling so os._exit covers all cases
Jun Wu <quark@fb.com>
parents: 32043
diff changeset
277 ui.traceback(force=force)
31763785094b worker: rewrite error handling so os._exit covers all cases
Jun Wu <quark@fb.com>
parents: 32043
diff changeset
278 finally:
31763785094b worker: rewrite error handling so os._exit covers all cases
Jun Wu <quark@fb.com>
parents: 32043
diff changeset
279 if os.getpid() != parentpid:
31118
a91c62752d08 worker: flush messages written by child processes before exit
Yuya Nishihara <yuya@tcha.org>
parents: 31063
diff changeset
280 try:
a91c62752d08 worker: flush messages written by child processes before exit
Yuya Nishihara <yuya@tcha.org>
parents: 31063
diff changeset
281 ui.flush()
43076
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Augie Fackler <augie@google.com>
parents: 42522
diff changeset
282 except: # never returns, no re-raises
32112
31763785094b worker: rewrite error handling so os._exit covers all cases
Jun Wu <quark@fb.com>
parents: 32043
diff changeset
283 pass
30521
86cd09bc13ba worker: use os._exit for posix worker in all cases
Jun Wu <quark@fb.com>
parents: 30425
diff changeset
284 finally:
32112
31763785094b worker: rewrite error handling so os._exit covers all cases
Jun Wu <quark@fb.com>
parents: 32043
diff changeset
285 os._exit(ret & 255)
30413
9c25a1a8c685 worker: change "pids" to a set
Jun Wu <quark@fb.com>
parents: 30412
diff changeset
286 pids.add(pid)
38729
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
287 selector = selectors.DefaultSelector()
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
288 for rfd, wfd in pipes:
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
289 os.close(wfd)
49230
5d28246b9acc worker: explain why pickle reading stream has to be unbuffered
Manuel Jacob <me@manueljacob.de>
parents: 49224
diff changeset
290 # The stream has to be unbuffered. Otherwise, if all data is read from
5d28246b9acc worker: explain why pickle reading stream has to be unbuffered
Manuel Jacob <me@manueljacob.de>
parents: 49224
diff changeset
291 # the raw file into the buffer, the selector thinks that the FD is not
5d28246b9acc worker: explain why pickle reading stream has to be unbuffered
Manuel Jacob <me@manueljacob.de>
parents: 49224
diff changeset
292 # ready to read while pickle.load() could read from the buffer. This
5d28246b9acc worker: explain why pickle reading stream has to be unbuffered
Manuel Jacob <me@manueljacob.de>
parents: 49224
diff changeset
293 # would delay the processing of readable items.
44248
12491abf93bd worker: manually buffer reads from pickle stream
Jan Alexander Steffens (heftig) <jan.steffens@gmail.com>
parents: 44226
diff changeset
294 selector.register(os.fdopen(rfd, 'rb', 0), selectors.EVENT_READ)
43076
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Augie Fackler <augie@google.com>
parents: 42522
diff changeset
295
18638
047110c0e2a8 worker: allow a function to be run in multiple worker processes
Bryan O'Sullivan <bryano@fb.com>
parents: 18637
diff changeset
296 def cleanup():
047110c0e2a8 worker: allow a function to be run in multiple worker processes
Bryan O'Sullivan <bryano@fb.com>
parents: 18637
diff changeset
297 signal.signal(signal.SIGINT, oldhandler)
30416
c27614f2dec1 worker: stop using a separate thread waiting for children
Jun Wu <quark@fb.com>
parents: 30415
diff changeset
298 waitforworkers()
30415
e8fb03cfbbde worker: add a SIGCHLD handler to collect worker immediately
Jun Wu <quark@fb.com>
parents: 30414
diff changeset
299 signal.signal(signal.SIGCHLD, oldchldhandler)
38740
c08ea1e219c0 worker: call selector.close() to release polling resources
Yuya Nishihara <yuya@tcha.org>
parents: 38731
diff changeset
300 selector.close()
40988
03f7d0822ec1 worker: do not swallow exception occurred in main process
Yuya Nishihara <yuya@tcha.org>
parents: 38740
diff changeset
301 return problem[0]
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
302
18638
047110c0e2a8 worker: allow a function to be run in multiple worker processes
Bryan O'Sullivan <bryano@fb.com>
parents: 18637
diff changeset
303 try:
38729
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
304 openpipes = len(pipes)
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
305 while openpipes > 0:
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
306 for key, events in selector.select():
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
307 try:
48912
a0674e916fb6 worker: silence type error when calling pickle
Gregory Szorc <gregory.szorc@gmail.com>
parents: 48901
diff changeset
308 # The pytype error likely goes away on a modern version of
a0674e916fb6 worker: silence type error when calling pickle
Gregory Szorc <gregory.szorc@gmail.com>
parents: 48901
diff changeset
309 # pytype having a modern typeshed snapshot.
a0674e916fb6 worker: silence type error when calling pickle
Gregory Szorc <gregory.szorc@gmail.com>
parents: 48901
diff changeset
310 # pytype: disable=wrong-arg-types
48870
df56e6bd37f6 py3: use pickle directly
Gregory Szorc <gregory.szorc@gmail.com>
parents: 46819
diff changeset
311 res = pickle.load(_blockingreader(key.fileobj))
48912
a0674e916fb6 worker: silence type error when calling pickle
Gregory Szorc <gregory.szorc@gmail.com>
parents: 48901
diff changeset
312 # pytype: enable=wrong-arg-types
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
313 if hasretval and res[0]:
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
314 retval.update(res[1])
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
315 else:
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
316 yield res
38729
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
317 except EOFError:
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
318 selector.unregister(key.fileobj)
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
319 key.fileobj.close()
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
320 openpipes -= 1
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
321 except IOError as e:
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
322 if e.errno == errno.EINTR:
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
323 continue
9e6afe7fca31 worker: use one pipe per posix worker and select() in parent process
Danny Hooper <hooper@google.com>
parents: 38535
diff changeset
324 raise
43076
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Augie Fackler <augie@google.com>
parents: 42522
diff changeset
325 except: # re-raises
18709
9955fc5ee24b worker: handle worker failures more aggressively
Bryan O'Sullivan <bryano@fb.com>
parents: 18708
diff changeset
326 killworkers()
18638
047110c0e2a8 worker: allow a function to be run in multiple worker processes
Bryan O'Sullivan <bryano@fb.com>
parents: 18637
diff changeset
327 cleanup()
047110c0e2a8 worker: allow a function to be run in multiple worker processes
Bryan O'Sullivan <bryano@fb.com>
parents: 18637
diff changeset
328 raise
40988
03f7d0822ec1 worker: do not swallow exception occurred in main process
Yuya Nishihara <yuya@tcha.org>
parents: 38740
diff changeset
329 status = cleanup()
03f7d0822ec1 worker: do not swallow exception occurred in main process
Yuya Nishihara <yuya@tcha.org>
parents: 38740
diff changeset
330 if status:
03f7d0822ec1 worker: do not swallow exception occurred in main process
Yuya Nishihara <yuya@tcha.org>
parents: 38740
diff changeset
331 if status < 0:
03f7d0822ec1 worker: do not swallow exception occurred in main process
Yuya Nishihara <yuya@tcha.org>
parents: 38740
diff changeset
332 os.kill(os.getpid(), -status)
45825
8f07f5a9c3de worker: raise exception instead of calling sys.exit() with child's code
Martin von Zweigbergk <martinvonz@google.com>
parents: 45390
diff changeset
333 raise error.WorkerError(status)
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
334 if hasretval:
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
335 yield True, retval
18638
047110c0e2a8 worker: allow a function to be run in multiple worker processes
Bryan O'Sullivan <bryano@fb.com>
parents: 18637
diff changeset
336
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
337
18707
d1a2b086d058 worker: on error, exit similarly to the first failing worker
Bryan O'Sullivan <bryano@fb.com>
parents: 18638
diff changeset
338 def _posixexitstatus(code):
45942
89a2afe31e82 formating: upgrade to black 20.8b1
Augie Fackler <raf@durin42.com>
parents: 45825
diff changeset
339 """convert a posix exit status into the same form returned by
18707
d1a2b086d058 worker: on error, exit similarly to the first failing worker
Bryan O'Sullivan <bryano@fb.com>
parents: 18638
diff changeset
340 os.spawnv
d1a2b086d058 worker: on error, exit similarly to the first failing worker
Bryan O'Sullivan <bryano@fb.com>
parents: 18638
diff changeset
341
45942
89a2afe31e82 formating: upgrade to black 20.8b1
Augie Fackler <raf@durin42.com>
parents: 45825
diff changeset
342 returns None if the process was stopped instead of exiting"""
18707
d1a2b086d058 worker: on error, exit similarly to the first failing worker
Bryan O'Sullivan <bryano@fb.com>
parents: 18638
diff changeset
343 if os.WIFEXITED(code):
d1a2b086d058 worker: on error, exit similarly to the first failing worker
Bryan O'Sullivan <bryano@fb.com>
parents: 18638
diff changeset
344 return os.WEXITSTATUS(code)
d1a2b086d058 worker: on error, exit similarly to the first failing worker
Bryan O'Sullivan <bryano@fb.com>
parents: 18638
diff changeset
345 elif os.WIFSIGNALED(code):
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
346 return -(os.WTERMSIG(code))
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
347
18707
d1a2b086d058 worker: on error, exit similarly to the first failing worker
Bryan O'Sullivan <bryano@fb.com>
parents: 18638
diff changeset
348
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
349 def _windowsworker(ui, func, staticargs, args, hasretval):
35427
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Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
350 class Worker(threading.Thread):
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
351 def __init__(
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
352 self, taskqueue, resultqueue, func, staticargs, *args, **kwargs
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
353 ):
40443
909c31805f54 py3: roll up threading.Thread constructor args into **kwargs
Matt Harbison <matt_harbison@yahoo.com>
parents: 38740
diff changeset
354 threading.Thread.__init__(self, *args, **kwargs)
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
355 self._taskqueue = taskqueue
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
356 self._resultqueue = resultqueue
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
357 self._func = func
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
358 self._staticargs = staticargs
35428
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Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
359 self._interrupted = False
35432
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Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
360 self.daemon = True
35428
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Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
361 self.exception = None
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
362
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
363 def interrupt(self):
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
364 self._interrupted = True
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
365
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
366 def run(self):
35428
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
367 try:
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
368 while not self._taskqueue.empty():
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
369 try:
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
370 args = self._taskqueue.get_nowait()
35428
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
371 for res in self._func(*self._staticargs + (args,)):
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
372 self._resultqueue.put(res)
35428
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
373 # threading doesn't provide a native way to
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
374 # interrupt execution. handle it manually at every
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
375 # iteration.
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
376 if self._interrupted:
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
377 return
37844
8fb9985382be pycompat: export queue module instead of symbols in module (API)
Gregory Szorc <gregory.szorc@gmail.com>
parents: 36835
diff changeset
378 except pycompat.queue.Empty:
35428
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
379 break
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
380 except Exception as e:
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
381 # store the exception such that the main thread can resurface
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
382 # it as if the func was running without workers.
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
383 self.exception = e
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
384 raise
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
385
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
386 threads = []
43076
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Augie Fackler <augie@google.com>
parents: 42522
diff changeset
387
35432
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Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
388 def trykillworkers():
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
389 # Allow up to 1 second to clean worker threads nicely
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Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
390 cleanupend = time.time() + 1
35428
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
391 for t in threads:
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
392 t.interrupt()
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
393 for t in threads:
35432
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
394 remainingtime = cleanupend - time.time()
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
395 t.join(remainingtime)
35428
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
396 if t.is_alive():
35432
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
397 # pass over the workers joining failure. it is more
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
398 # important to surface the inital exception than the
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
399 # fact that one of workers may be processing a large
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
400 # task and does not get to handle the interruption.
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
401 ui.warn(
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
402 _(
43077
687b865b95ad formatting: byteify all mercurial/ and hgext/ string literals
Augie Fackler <augie@google.com>
parents: 43076
diff changeset
403 b"failed to kill worker threads while "
687b865b95ad formatting: byteify all mercurial/ and hgext/ string literals
Augie Fackler <augie@google.com>
parents: 43076
diff changeset
404 b"handling an exception\n"
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
405 )
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
406 )
35432
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
407 return
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
408
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
409 workers = _numworkers(ui)
37844
8fb9985382be pycompat: export queue module instead of symbols in module (API)
Gregory Szorc <gregory.szorc@gmail.com>
parents: 36835
diff changeset
410 resultqueue = pycompat.queue.Queue()
8fb9985382be pycompat: export queue module instead of symbols in module (API)
Gregory Szorc <gregory.szorc@gmail.com>
parents: 36835
diff changeset
411 taskqueue = pycompat.queue.Queue()
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
412 retval = {}
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
413 # partition work to more pieces than workers to minimize the chance
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
414 # of uneven distribution of large tasks between the workers
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
415 for pargs in partition(args, workers * 20):
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
416 taskqueue.put(pargs)
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
417 for _i in range(workers):
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
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418 t = Worker(taskqueue, resultqueue, func, staticargs)
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
419 threads.append(t)
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
420 t.start()
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86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
421 try:
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
422 while len(threads) > 0:
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
423 while not resultqueue.empty():
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
424 res = resultqueue.get()
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5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
425 if hasretval and res[0]:
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
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426 retval.update(res[1])
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5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
427 else:
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
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428 yield res
35432
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
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429 threads[0].join(0.05)
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
430 finishedthreads = [_t for _t in threads if not _t.is_alive()]
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
431 for t in finishedthreads:
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
432 if t.exception is not None:
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
433 raise t.exception
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
434 threads.remove(t)
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Augie Fackler <augie@google.com>
parents: 42522
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435 except (Exception, KeyboardInterrupt): # re-raises
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86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
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436 trykillworkers()
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
437 raise
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02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
438 while not resultqueue.empty():
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
439 res = resultqueue.get()
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
440 if hasretval and res[0]:
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
441 retval.update(res[1])
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
442 else:
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
443 yield res
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
444 if hasretval:
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
445 yield True, retval
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02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
446
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Augie Fackler <augie@google.com>
parents: 42522
diff changeset
447
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Wojciech Lis <wlis@fb.com>
parents: 34646
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448 if pycompat.iswindows:
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
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449 _platformworker = _windowsworker
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
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450 else:
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Bryan O'Sullivan <bryano@fb.com>
parents: 18637
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451 _platformworker = _posixworker
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d1a2b086d058 worker: on error, exit similarly to the first failing worker
Bryan O'Sullivan <bryano@fb.com>
parents: 18638
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452 _exitstatus = _posixexitstatus
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Bryan O'Sullivan <bryano@fb.com>
parents: 18637
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453
43076
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Augie Fackler <augie@google.com>
parents: 42522
diff changeset
454
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ac4dbceeb14a worker: partition a list (of tasks) into equal-sized chunks
Bryan O'Sullivan <bryano@fb.com>
parents: 18636
diff changeset
455 def partition(lst, nslices):
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Augie Fackler <raf@durin42.com>
parents: 45825
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456 """partition a list into N slices of roughly equal size
28181
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
457
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
458 The current strategy takes every Nth element from the input. If
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
459 we ever write workers that need to preserve grouping in input
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
460 we should consider allowing callers to specify a partition strategy.
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Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
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461
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d4ba4d51f85f contributor: change mentions of mpm to olivia
Raphaël Gomès <rgomes@octobus.net>
parents: 46698
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462 olivia is not a fan of this partitioning strategy when files are involved.
28292
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Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
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463 In his words:
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
464
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
465 Single-threaded Mercurial makes a point of creating and visiting
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
466 files in a fixed order (alphabetical). When creating files in order,
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
467 a typical filesystem is likely to allocate them on nearby regions on
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
468 disk. Thus, when revisiting in the same order, locality is maximized
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
469 and various forms of OS and disk-level caching and read-ahead get a
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
470 chance to work.
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
471
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
472 This effect can be quite significant on spinning disks. I discovered it
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
473 circa Mercurial v0.4 when revlogs were named by hashes of filenames.
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
474 Tarring a repo and copying it to another disk effectively randomized
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
475 the revlog ordering on disk by sorting the revlogs by hash and suddenly
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
476 performance of my kernel checkout benchmark dropped by ~10x because the
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
477 "working set" of sectors visited no longer fit in the drive's cache and
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
478 the workload switched from streaming to random I/O.
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
479
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
480 What we should really be doing is have workers read filenames from a
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
481 ordered queue. This preserves locality and also keeps any worker from
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
482 getting more than one file out of balance.
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Augie Fackler <raf@durin42.com>
parents: 45825
diff changeset
483 """
28181
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
484 for i in range(nslices):
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
485 yield lst[i::nslices]