author | Rodrigo Damazio Bovendorp <rdamazio@google.com> |
Thu, 09 Jul 2020 20:46:52 -0700 | |
changeset 45074 | 797ef6f8295e |
parent 44248 | 12491abf93bd |
child 45376 | 26eb62bd0550 |
permissions | -rw-r--r-- |
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# worker.py - master-slave parallelism support |
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# |
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# Copyright 2013 Facebook, Inc. |
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# |
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# This software may be used and distributed according to the terms of the |
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# GNU General Public License version 2 or any later version. |
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from __future__ import absolute_import |
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import errno |
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import os |
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import signal |
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import sys |
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import threading |
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import time |
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try: |
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import selectors |
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selectors.BaseSelector |
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except ImportError: |
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from .thirdparty import selectors2 as selectors |
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from .i18n import _ |
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from . import ( |
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encoding, |
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error, |
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pycompat, |
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scmutil, |
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util, |
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) |
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def countcpus(): |
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'''try to count the number of CPUs on the system''' |
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# posix |
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n = int(os.sysconf('SC_NPROCESSORS_ONLN')) |
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if n > 0: |
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return n |
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except (AttributeError, ValueError): |
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pass |
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# windows |
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try: |
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n = int(encoding.environ[b'NUMBER_OF_PROCESSORS']) |
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if n > 0: |
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return n |
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except (KeyError, ValueError): |
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pass |
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return 1 |
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def _numworkers(ui): |
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s = ui.config(b'worker', b'numcpus') |
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if s: |
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try: |
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n = int(s) |
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if n >= 1: |
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return n |
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except ValueError: |
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raise error.Abort(_(b'number of cpus must be an integer')) |
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return min(max(countcpus(), 4), 32) |
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if pycompat.ispy3: |
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class _blockingreader(object): |
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def __init__(self, wrapped): |
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self._wrapped = wrapped |
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def __getattr__(self, attr): |
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return getattr(self._wrapped, attr) |
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# issue multiple reads until size is fulfilled |
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def read(self, size=-1): |
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if size < 0: |
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return self._wrapped.readall() |
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buf = bytearray(size) |
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view = memoryview(buf) |
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pos = 0 |
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while pos < size: |
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ret = self._wrapped.readinto(view[pos:]) |
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if not ret: |
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break |
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pos += ret |
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del view |
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del buf[pos:] |
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return buf |
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else: |
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def _blockingreader(wrapped): |
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return wrapped |
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if pycompat.isposix or pycompat.iswindows: |
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_STARTUP_COST = 0.01 |
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# The Windows worker is thread based. If tasks are CPU bound, threads |
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# in the presence of the GIL result in excessive context switching and |
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# this overhead can slow down execution. |
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_DISALLOW_THREAD_UNSAFE = pycompat.iswindows |
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else: |
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_STARTUP_COST = 1e30 |
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_DISALLOW_THREAD_UNSAFE = False |
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def worthwhile(ui, costperop, nops, threadsafe=True): |
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'''try to determine whether the benefit of multiple processes can |
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outweigh the cost of starting them''' |
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if not threadsafe and _DISALLOW_THREAD_UNSAFE: |
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119 |
return False |
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120 |
|
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121 |
linear = costperop * nops |
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122 |
workers = _numworkers(ui) |
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123 |
benefit = linear - (_STARTUP_COST * workers + linear / workers) |
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124 |
return benefit >= 0.15 |
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125 |
|
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126 |
|
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127 |
def worker( |
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128 |
ui, costperarg, func, staticargs, args, hasretval=False, threadsafe=True |
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129 |
): |
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130 |
'''run a function, possibly in parallel in multiple worker |
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131 |
processes. |
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132 |
|
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133 |
returns a progress iterator |
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134 |
|
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135 |
costperarg - cost of a single task |
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136 |
|
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137 |
func - function to run. It is expected to return a progress iterator. |
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138 |
|
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139 |
staticargs - arguments to pass to every invocation of the function |
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140 |
|
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141 |
args - arguments to split into chunks, to pass to individual |
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142 |
workers |
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143 |
|
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144 |
hasretval - when True, func and the current function return an progress |
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145 |
iterator then a dict (encoded as an iterator that yield many (False, ..) |
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146 |
then a (True, dict)). The dicts are joined in some arbitrary order, so |
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147 |
overlapping keys are a bad idea. |
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148 |
|
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149 |
threadsafe - whether work items are thread safe and can be executed using |
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150 |
a thread-based worker. Should be disabled for CPU heavy tasks that don't |
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151 |
release the GIL. |
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152 |
''' |
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153 |
enabled = ui.configbool(b'worker', b'enabled') |
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154 |
if enabled and worthwhile(ui, costperarg, len(args), threadsafe=threadsafe): |
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155 |
return _platformworker(ui, func, staticargs, args, hasretval) |
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156 |
return func(*staticargs + (args,)) |
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157 |
|
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158 |
|
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159 |
def _posixworker(ui, func, staticargs, args, hasretval): |
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160 |
workers = _numworkers(ui) |
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161 |
oldhandler = signal.getsignal(signal.SIGINT) |
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162 |
signal.signal(signal.SIGINT, signal.SIG_IGN) |
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pids, problem = set(), [0] |
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164 |
|
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165 |
def killworkers(): |
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166 |
# unregister SIGCHLD handler as all children will be killed. This |
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167 |
# function shouldn't be interrupted by another SIGCHLD; otherwise pids |
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168 |
# could be updated while iterating, which would cause inconsistency. |
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169 |
signal.signal(signal.SIGCHLD, oldchldhandler) |
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170 |
# if one worker bails, there's no good reason to wait for the rest |
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171 |
for p in pids: |
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172 |
try: |
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173 |
os.kill(p, signal.SIGTERM) |
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174 |
except OSError as err: |
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175 |
if err.errno != errno.ESRCH: |
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176 |
raise |
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177 |
|
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178 |
def waitforworkers(blocking=True): |
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179 |
for pid in pids.copy(): |
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180 |
p = st = 0 |
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181 |
while True: |
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182 |
try: |
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183 |
p, st = os.waitpid(pid, (0 if blocking else os.WNOHANG)) |
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184 |
break |
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185 |
except OSError as e: |
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186 |
if e.errno == errno.EINTR: |
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187 |
continue |
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188 |
elif e.errno == errno.ECHILD: |
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189 |
# child would already be reaped, but pids yet been |
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190 |
# updated (maybe interrupted just after waitpid) |
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191 |
pids.discard(pid) |
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192 |
break |
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193 |
else: |
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194 |
raise |
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|
195 |
if not p: |
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196 |
# skip subsequent steps, because child process should |
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197 |
# be still running in this case |
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198 |
continue |
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199 |
pids.discard(p) |
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200 |
st = _exitstatus(st) |
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201 |
if st and not problem[0]: |
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202 |
problem[0] = st |
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203 |
|
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204 |
def sigchldhandler(signum, frame): |
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205 |
waitforworkers(blocking=False) |
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206 |
if problem[0]: |
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207 |
killworkers() |
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208 |
|
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209 |
oldchldhandler = signal.signal(signal.SIGCHLD, sigchldhandler) |
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210 |
ui.flush() |
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211 |
parentpid = os.getpid() |
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212 |
pipes = [] |
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213 |
retval = {} |
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214 |
for pargs in partition(args, workers): |
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215 |
# Every worker gets its own pipe to send results on, so we don't have to |
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216 |
# implement atomic writes larger than PIPE_BUF. Each forked process has |
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217 |
# its own pipe's descriptors in the local variables, and the parent |
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218 |
# process has the full list of pipe descriptors (and it doesn't really |
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219 |
# care what order they're in). |
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220 |
rfd, wfd = os.pipe() |
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221 |
pipes.append((rfd, wfd)) |
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222 |
# make sure we use os._exit in all worker code paths. otherwise the |
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223 |
# worker may do some clean-ups which could cause surprises like |
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224 |
# deadlock. see sshpeer.cleanup for example. |
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|
225 |
# override error handling *before* fork. this is necessary because |
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226 |
# exception (signal) may arrive after fork, before "pid =" assignment |
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227 |
# completes, and other exception handler (dispatch.py) can lead to |
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228 |
# unexpected code path without os._exit. |
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|
229 |
ret = -1 |
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try: |
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231 |
pid = os.fork() |
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232 |
if pid == 0: |
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233 |
signal.signal(signal.SIGINT, oldhandler) |
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234 |
signal.signal(signal.SIGCHLD, oldchldhandler) |
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235 |
|
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236 |
def workerfunc(): |
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for r, w in pipes[:-1]: |
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os.close(r) |
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os.close(w) |
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os.close(rfd) |
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for result in func(*(staticargs + (pargs,))): |
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242 |
os.write(wfd, util.pickle.dumps(result)) |
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243 |
return 0 |
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244 |
|
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ret = scmutil.callcatch(ui, workerfunc) |
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except: # parent re-raises, child never returns |
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if os.getpid() == parentpid: |
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248 |
raise |
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exctype = sys.exc_info()[0] |
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250 |
force = not issubclass(exctype, KeyboardInterrupt) |
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ui.traceback(force=force) |
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252 |
finally: |
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if os.getpid() != parentpid: |
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254 |
try: |
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ui.flush() |
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except: # never returns, no re-raises |
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pass |
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finally: |
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os._exit(ret & 255) |
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pids.add(pid) |
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261 |
selector = selectors.DefaultSelector() |
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262 |
for rfd, wfd in pipes: |
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os.close(wfd) |
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selector.register(os.fdopen(rfd, 'rb', 0), selectors.EVENT_READ) |
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|
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def cleanup(): |
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signal.signal(signal.SIGINT, oldhandler) |
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waitforworkers() |
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signal.signal(signal.SIGCHLD, oldchldhandler) |
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selector.close() |
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return problem[0] |
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|
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try: |
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openpipes = len(pipes) |
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while openpipes > 0: |
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for key, events in selector.select(): |
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try: |
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res = util.pickle.load(_blockingreader(key.fileobj)) |
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if hasretval and res[0]: |
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retval.update(res[1]) |
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else: |
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yield res |
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283 |
except EOFError: |
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selector.unregister(key.fileobj) |
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key.fileobj.close() |
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openpipes -= 1 |
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except IOError as e: |
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if e.errno == errno.EINTR: |
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continue |
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raise |
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except: # re-raises |
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killworkers() |
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cleanup() |
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raise |
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status = cleanup() |
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if status: |
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if status < 0: |
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os.kill(os.getpid(), -status) |
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sys.exit(status) |
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if hasretval: |
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301 |
yield True, retval |
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|
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303 |
|
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def _posixexitstatus(code): |
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'''convert a posix exit status into the same form returned by |
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os.spawnv |
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307 |
|
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returns None if the process was stopped instead of exiting''' |
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if os.WIFEXITED(code): |
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return os.WEXITSTATUS(code) |
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elif os.WIFSIGNALED(code): |
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return -(os.WTERMSIG(code)) |
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|
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|
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def _windowsworker(ui, func, staticargs, args, hasretval): |
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class Worker(threading.Thread): |
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def __init__( |
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self, taskqueue, resultqueue, func, staticargs, *args, **kwargs |
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): |
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threading.Thread.__init__(self, *args, **kwargs) |
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self._taskqueue = taskqueue |
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self._resultqueue = resultqueue |
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self._func = func |
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self._staticargs = staticargs |
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self._interrupted = False |
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self.daemon = True |
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self.exception = None |
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|
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def interrupt(self): |
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self._interrupted = True |
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|
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def run(self): |
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try: |
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while not self._taskqueue.empty(): |
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try: |
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args = self._taskqueue.get_nowait() |
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for res in self._func(*self._staticargs + (args,)): |
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self._resultqueue.put(res) |
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# threading doesn't provide a native way to |
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# interrupt execution. handle it manually at every |
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# iteration. |
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if self._interrupted: |
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return |
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except pycompat.queue.Empty: |
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|
345 |
break |
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|
346 |
except Exception as e: |
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|
347 |
# store the exception such that the main thread can resurface |
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|
348 |
# it as if the func was running without workers. |
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|
349 |
self.exception = e |
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|
350 |
raise |
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changeset
|
351 |
|
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|
352 |
threads = [] |
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|
353 |
|
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changeset
|
354 |
def trykillworkers(): |
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|
355 |
# Allow up to 1 second to clean worker threads nicely |
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|
356 |
cleanupend = time.time() + 1 |
35428
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|
357 |
for t in threads: |
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|
358 |
t.interrupt() |
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|
359 |
for t in threads: |
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|
360 |
remainingtime = cleanupend - time.time() |
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|
361 |
t.join(remainingtime) |
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|
362 |
if t.is_alive(): |
35432
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|
363 |
# pass over the workers joining failure. it is more |
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|
364 |
# important to surface the inital exception than the |
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|
365 |
# fact that one of workers may be processing a large |
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|
366 |
# task and does not get to handle the interruption. |
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|
367 |
ui.warn( |
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|
368 |
_( |
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|
369 |
b"failed to kill worker threads while " |
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|
370 |
b"handling an exception\n" |
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|
371 |
) |
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|
372 |
) |
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|
373 |
return |
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|
374 |
|
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|
375 |
workers = _numworkers(ui) |
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|
376 |
resultqueue = pycompat.queue.Queue() |
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|
377 |
taskqueue = pycompat.queue.Queue() |
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|
378 |
retval = {} |
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|
379 |
# partition work to more pieces than workers to minimize the chance |
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|
380 |
# of uneven distribution of large tasks between the workers |
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|
381 |
for pargs in partition(args, workers * 20): |
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|
382 |
taskqueue.put(pargs) |
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|
383 |
for _i in range(workers): |
02b36e860e0b
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|
384 |
t = Worker(taskqueue, resultqueue, func, staticargs) |
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|
385 |
threads.append(t) |
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|
386 |
t.start() |
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|
387 |
try: |
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|
388 |
while len(threads) > 0: |
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|
389 |
while not resultqueue.empty(): |
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|
390 |
res = resultqueue.get() |
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|
391 |
if hasretval and res[0]: |
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|
392 |
retval.update(res[1]) |
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|
393 |
else: |
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|
394 |
yield res |
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|
395 |
threads[0].join(0.05) |
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|
396 |
finishedthreads = [_t for _t in threads if not _t.is_alive()] |
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changeset
|
397 |
for t in finishedthreads: |
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|
398 |
if t.exception is not None: |
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|
399 |
raise t.exception |
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|
400 |
threads.remove(t) |
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|
401 |
except (Exception, KeyboardInterrupt): # re-raises |
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changeset
|
402 |
trykillworkers() |
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diff
changeset
|
403 |
raise |
35427
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changeset
|
404 |
while not resultqueue.empty(): |
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parents:
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diff
changeset
|
405 |
res = resultqueue.get() |
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|
406 |
if hasretval and res[0]: |
42522
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changeset
|
407 |
retval.update(res[1]) |
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changeset
|
408 |
else: |
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changeset
|
409 |
yield res |
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changeset
|
410 |
if hasretval: |
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changeset
|
411 |
yield True, retval |
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changeset
|
412 |
|
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changeset
|
413 |
|
35427
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changeset
|
414 |
if pycompat.iswindows: |
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diff
changeset
|
415 |
_platformworker = _windowsworker |
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diff
changeset
|
416 |
else: |
18638
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worker: allow a function to be run in multiple worker processes
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parents:
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diff
changeset
|
417 |
_platformworker = _posixworker |
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worker: on error, exit similarly to the first failing worker
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parents:
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changeset
|
418 |
_exitstatus = _posixexitstatus |
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parents:
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|
419 |
|
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changeset
|
420 |
|
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worker: partition a list (of tasks) into equal-sized chunks
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parents:
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diff
changeset
|
421 |
def partition(lst, nslices): |
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worker: change partition strategy to every Nth element
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|
422 |
'''partition a list into N slices of roughly equal size |
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changeset
|
423 |
|
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changeset
|
424 |
The current strategy takes every Nth element from the input. If |
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worker: change partition strategy to every Nth element
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changeset
|
425 |
we ever write workers that need to preserve grouping in input |
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changeset
|
426 |
we should consider allowing callers to specify a partition strategy. |
28292
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worker: document poor partitioning scheme impact
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diff
changeset
|
427 |
|
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diff
changeset
|
428 |
mpm is not a fan of this partitioning strategy when files are involved. |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
429 |
In his words: |
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parents:
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diff
changeset
|
430 |
|
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parents:
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diff
changeset
|
431 |
Single-threaded Mercurial makes a point of creating and visiting |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
432 |
files in a fixed order (alphabetical). When creating files in order, |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
433 |
a typical filesystem is likely to allocate them on nearby regions on |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
434 |
disk. Thus, when revisiting in the same order, locality is maximized |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
435 |
and various forms of OS and disk-level caching and read-ahead get a |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
436 |
chance to work. |
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parents:
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diff
changeset
|
437 |
|
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
438 |
This effect can be quite significant on spinning disks. I discovered it |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
439 |
circa Mercurial v0.4 when revlogs were named by hashes of filenames. |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
440 |
Tarring a repo and copying it to another disk effectively randomized |
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worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents:
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diff
changeset
|
441 |
the revlog ordering on disk by sorting the revlogs by hash and suddenly |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
442 |
performance of my kernel checkout benchmark dropped by ~10x because the |
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worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents:
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diff
changeset
|
443 |
"working set" of sectors visited no longer fit in the drive's cache and |
3eb7faf6d958
worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
444 |
the workload switched from streaming to random I/O. |
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worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents:
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diff
changeset
|
445 |
|
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
446 |
What we should really be doing is have workers read filenames from a |
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worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents:
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diff
changeset
|
447 |
ordered queue. This preserves locality and also keeps any worker from |
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worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
448 |
getting more than one file out of balance. |
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changeset
|
449 |
''' |
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parents:
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diff
changeset
|
450 |
for i in range(nslices): |
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parents:
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diff
changeset
|
451 |
yield lst[i::nslices] |