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author | Boris Feld <boris.feld@octobus.net> |
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date | Sat, 28 Jul 2018 14:14:59 +0200 |
parents | c08ea1e219c0 |
children | 909c31805f54 03f7d0822ec1 |
rev | line source |
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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 from __future__ import absolute_import |
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9 |
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10 import errno |
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11 import os |
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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 selectors.BaseSelector |
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20 except ImportError: |
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21 from .thirdparty import selectors2 as selectors |
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22 |
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23 from .i18n import _ |
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25 encoding, |
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27 pycompat, |
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28 scmutil, |
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30 ) | |
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31 |
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32 def countcpus(): |
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33 '''try to count the number of CPUs on the system''' |
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34 |
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35 # posix |
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36 try: |
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37 n = int(os.sysconf(r'SC_NPROCESSORS_ONLN')) |
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38 if n > 0: |
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39 return n |
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40 except (AttributeError, ValueError): |
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41 pass |
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42 |
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43 # windows |
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44 try: |
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45 n = int(encoding.environ['NUMBER_OF_PROCESSORS']) |
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46 if n > 0: |
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47 return n |
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48 except (KeyError, ValueError): |
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49 pass |
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50 |
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51 return 1 |
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52 |
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53 def _numworkers(ui): |
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54 s = ui.config('worker', 'numcpus') |
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55 if s: |
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56 try: |
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57 n = int(s) |
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58 if n >= 1: |
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59 return n |
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60 except ValueError: |
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61 raise error.Abort(_('number of cpus must be an integer')) |
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62 return min(max(countcpus(), 4), 32) |
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63 |
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64 if pycompat.isposix or pycompat.iswindows: |
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65 _STARTUP_COST = 0.01 |
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66 # The Windows worker is thread based. If tasks are CPU bound, threads |
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67 # in the presence of the GIL result in excessive context switching and |
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68 # this overhead can slow down execution. |
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69 _DISALLOW_THREAD_UNSAFE = pycompat.iswindows |
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70 else: |
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71 _STARTUP_COST = 1e30 |
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72 _DISALLOW_THREAD_UNSAFE = False |
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73 |
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74 def worthwhile(ui, costperop, nops, threadsafe=True): |
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75 '''try to determine whether the benefit of multiple processes can |
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76 outweigh the cost of starting them''' |
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77 |
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78 if not threadsafe and _DISALLOW_THREAD_UNSAFE: |
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79 return False |
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80 |
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81 linear = costperop * nops |
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82 workers = _numworkers(ui) |
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83 benefit = linear - (_STARTUP_COST * workers + linear / workers) |
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84 return benefit >= 0.15 |
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85 |
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86 def worker(ui, costperarg, func, staticargs, args, threadsafe=True): |
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87 '''run a function, possibly in parallel in multiple worker |
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88 processes. |
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89 |
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90 returns a progress iterator |
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91 |
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92 costperarg - cost of a single task |
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93 |
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94 func - function to run |
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95 |
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96 staticargs - arguments to pass to every invocation of the function |
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97 |
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98 args - arguments to split into chunks, to pass to individual |
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99 workers |
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100 |
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101 threadsafe - whether work items are thread safe and can be executed using |
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102 a thread-based worker. Should be disabled for CPU heavy tasks that don't |
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103 release the GIL. |
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104 ''' |
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105 enabled = ui.configbool('worker', 'enabled') |
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106 if enabled and worthwhile(ui, costperarg, len(args), threadsafe=threadsafe): |
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107 return _platformworker(ui, func, staticargs, args) |
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108 return func(*staticargs + (args,)) |
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109 |
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110 def _posixworker(ui, func, staticargs, args): |
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111 workers = _numworkers(ui) |
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112 oldhandler = signal.getsignal(signal.SIGINT) |
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113 signal.signal(signal.SIGINT, signal.SIG_IGN) |
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115 def killworkers(): |
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116 # unregister SIGCHLD handler as all children will be killed. This |
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117 # function shouldn't be interrupted by another SIGCHLD; otherwise pids |
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118 # could be updated while iterating, which would cause inconsistency. |
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119 signal.signal(signal.SIGCHLD, oldchldhandler) |
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120 # if one worker bails, there's no good reason to wait for the rest |
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121 for p in pids: |
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122 try: |
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123 os.kill(p, signal.SIGTERM) |
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124 except OSError as err: |
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125 if err.errno != errno.ESRCH: |
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126 raise |
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127 def waitforworkers(blocking=True): |
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128 for pid in pids.copy(): |
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129 p = st = 0 |
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130 while True: |
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131 try: |
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132 p, st = os.waitpid(pid, (0 if blocking else os.WNOHANG)) |
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133 break |
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134 except OSError as e: |
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135 if e.errno == errno.EINTR: |
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136 continue |
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137 elif e.errno == errno.ECHILD: |
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138 # child would already be reaped, but pids yet been |
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139 # updated (maybe interrupted just after waitpid) |
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140 pids.discard(pid) |
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141 break |
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142 else: |
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143 raise |
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144 if not p: |
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145 # skip subsequent steps, because child process should |
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146 # be still running in this case |
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147 continue |
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148 pids.discard(p) |
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149 st = _exitstatus(st) |
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150 if st and not problem[0]: |
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151 problem[0] = st |
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152 def sigchldhandler(signum, frame): |
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153 waitforworkers(blocking=False) |
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154 if problem[0]: |
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155 killworkers() |
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156 oldchldhandler = signal.signal(signal.SIGCHLD, sigchldhandler) |
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157 ui.flush() |
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158 parentpid = os.getpid() |
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159 pipes = [] |
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160 for pargs in partition(args, workers): |
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161 # Every worker gets its own pipe to send results on, so we don't have to |
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162 # implement atomic writes larger than PIPE_BUF. Each forked process has |
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163 # its own pipe's descriptors in the local variables, and the parent |
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164 # process has the full list of pipe descriptors (and it doesn't really |
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165 # care what order they're in). |
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166 rfd, wfd = os.pipe() |
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167 pipes.append((rfd, wfd)) |
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168 # make sure we use os._exit in all worker code paths. otherwise the |
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169 # worker may do some clean-ups which could cause surprises like |
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170 # deadlock. see sshpeer.cleanup for example. |
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171 # override error handling *before* fork. this is necessary because |
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172 # exception (signal) may arrive after fork, before "pid =" assignment |
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173 # completes, and other exception handler (dispatch.py) can lead to |
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174 # unexpected code path without os._exit. |
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175 ret = -1 |
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176 try: |
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177 pid = os.fork() |
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178 if pid == 0: |
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179 signal.signal(signal.SIGINT, oldhandler) |
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180 signal.signal(signal.SIGCHLD, oldchldhandler) |
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181 |
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182 def workerfunc(): |
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183 for r, w in pipes[:-1]: |
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184 os.close(r) |
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185 os.close(w) |
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186 os.close(rfd) |
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187 for result in func(*(staticargs + (pargs,))): |
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188 os.write(wfd, util.pickle.dumps(result)) |
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189 return 0 |
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190 |
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191 ret = scmutil.callcatch(ui, workerfunc) |
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192 except: # parent re-raises, child never returns |
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193 if os.getpid() == parentpid: |
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194 raise |
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195 exctype = sys.exc_info()[0] |
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196 force = not issubclass(exctype, KeyboardInterrupt) |
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197 ui.traceback(force=force) |
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198 finally: |
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199 if os.getpid() != parentpid: |
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200 try: |
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201 ui.flush() |
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202 except: # never returns, no re-raises |
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203 pass |
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204 finally: |
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205 os._exit(ret & 255) |
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207 selector = selectors.DefaultSelector() |
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208 for rfd, wfd in pipes: |
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209 os.close(wfd) |
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210 selector.register(os.fdopen(rfd, r'rb', 0), selectors.EVENT_READ) |
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211 def cleanup(): |
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212 signal.signal(signal.SIGINT, oldhandler) |
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213 waitforworkers() |
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214 signal.signal(signal.SIGCHLD, oldchldhandler) |
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215 selector.close() |
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216 status = problem[0] |
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217 if status: |
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218 if status < 0: |
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219 os.kill(os.getpid(), -status) |
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220 sys.exit(status) |
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221 try: |
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222 openpipes = len(pipes) |
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223 while openpipes > 0: |
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224 for key, events in selector.select(): |
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225 try: |
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226 yield util.pickle.load(key.fileobj) |
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227 except EOFError: |
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228 selector.unregister(key.fileobj) |
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229 key.fileobj.close() |
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230 openpipes -= 1 |
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231 except IOError as e: |
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232 if e.errno == errno.EINTR: |
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233 continue |
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234 raise |
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235 except: # re-raises |
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236 killworkers() |
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237 cleanup() |
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238 raise |
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239 cleanup() |
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240 |
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241 def _posixexitstatus(code): |
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242 '''convert a posix exit status into the same form returned by |
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243 os.spawnv |
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244 |
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245 returns None if the process was stopped instead of exiting''' |
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246 if os.WIFEXITED(code): |
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247 return os.WEXITSTATUS(code) |
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248 elif os.WIFSIGNALED(code): |
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249 return -os.WTERMSIG(code) |
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250 |
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251 def _windowsworker(ui, func, staticargs, args): |
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252 class Worker(threading.Thread): |
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253 def __init__(self, taskqueue, resultqueue, func, staticargs, |
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254 group=None, target=None, name=None, verbose=None): |
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255 threading.Thread.__init__(self, group=group, target=target, |
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256 name=name, verbose=verbose) |
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257 self._taskqueue = taskqueue |
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258 self._resultqueue = resultqueue |
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259 self._func = func |
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260 self._staticargs = staticargs |
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261 self._interrupted = False |
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262 self.daemon = True |
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263 self.exception = None |
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264 |
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265 def interrupt(self): |
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266 self._interrupted = True |
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267 |
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268 def run(self): |
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269 try: |
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270 while not self._taskqueue.empty(): |
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271 try: |
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272 args = self._taskqueue.get_nowait() |
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273 for res in self._func(*self._staticargs + (args,)): |
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274 self._resultqueue.put(res) |
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275 # threading doesn't provide a native way to |
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276 # interrupt execution. handle it manually at every |
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277 # iteration. |
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278 if self._interrupted: |
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279 return |
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280 except pycompat.queue.Empty: |
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281 break |
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282 except Exception as e: |
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283 # store the exception such that the main thread can resurface |
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284 # it as if the func was running without workers. |
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285 self.exception = e |
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286 raise |
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287 |
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288 threads = [] |
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289 def trykillworkers(): |
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290 # Allow up to 1 second to clean worker threads nicely |
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291 cleanupend = time.time() + 1 |
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292 for t in threads: |
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293 t.interrupt() |
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294 for t in threads: |
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295 remainingtime = cleanupend - time.time() |
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296 t.join(remainingtime) |
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297 if t.is_alive(): |
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298 # pass over the workers joining failure. it is more |
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299 # important to surface the inital exception than the |
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300 # fact that one of workers may be processing a large |
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301 # task and does not get to handle the interruption. |
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302 ui.warn(_("failed to kill worker threads while " |
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303 "handling an exception\n")) |
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304 return |
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305 |
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306 workers = _numworkers(ui) |
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307 resultqueue = pycompat.queue.Queue() |
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308 taskqueue = pycompat.queue.Queue() |
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309 # partition work to more pieces than workers to minimize the chance |
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310 # of uneven distribution of large tasks between the workers |
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311 for pargs in partition(args, workers * 20): |
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312 taskqueue.put(pargs) |
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313 for _i in range(workers): |
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314 t = Worker(taskqueue, resultqueue, func, staticargs) |
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315 threads.append(t) |
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316 t.start() |
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317 try: |
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318 while len(threads) > 0: |
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319 while not resultqueue.empty(): |
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320 yield resultqueue.get() |
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321 threads[0].join(0.05) |
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322 finishedthreads = [_t for _t in threads if not _t.is_alive()] |
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323 for t in finishedthreads: |
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324 if t.exception is not None: |
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325 raise t.exception |
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326 threads.remove(t) |
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327 except (Exception, KeyboardInterrupt): # re-raises |
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328 trykillworkers() |
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329 raise |
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330 while not resultqueue.empty(): |
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331 yield resultqueue.get() |
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332 |
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333 if pycompat.iswindows: |
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334 _platformworker = _windowsworker |
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335 else: |
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336 _platformworker = _posixworker |
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337 _exitstatus = _posixexitstatus |
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338 |
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339 def partition(lst, nslices): |
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340 '''partition a list into N slices of roughly equal size |
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341 |
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342 The current strategy takes every Nth element from the input. If |
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343 we ever write workers that need to preserve grouping in input |
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344 we should consider allowing callers to specify a partition strategy. |
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345 |
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346 mpm is not a fan of this partitioning strategy when files are involved. |
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347 In his words: |
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348 |
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349 Single-threaded Mercurial makes a point of creating and visiting |
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350 files in a fixed order (alphabetical). When creating files in order, |
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351 a typical filesystem is likely to allocate them on nearby regions on |
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352 disk. Thus, when revisiting in the same order, locality is maximized |
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353 and various forms of OS and disk-level caching and read-ahead get a |
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354 chance to work. |
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355 |
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356 This effect can be quite significant on spinning disks. I discovered it |
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357 circa Mercurial v0.4 when revlogs were named by hashes of filenames. |
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358 Tarring a repo and copying it to another disk effectively randomized |
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359 the revlog ordering on disk by sorting the revlogs by hash and suddenly |
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360 performance of my kernel checkout benchmark dropped by ~10x because the |
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361 "working set" of sectors visited no longer fit in the drive's cache and |
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362 the workload switched from streaming to random I/O. |
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363 |
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364 What we should really be doing is have workers read filenames from a |
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365 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:
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366 getting more than one file out of balance. |
28181
f8efc8a3a991
worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents:
26587
diff
changeset
|
367 ''' |
f8efc8a3a991
worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents:
26587
diff
changeset
|
368 for i in range(nslices): |
f8efc8a3a991
worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents:
26587
diff
changeset
|
369 yield lst[i::nslices] |