author | Matt Harbison <matt_harbison@yahoo.com> |
Wed, 25 Sep 2024 01:16:47 -0400 | |
changeset 51900 | 77a9c7d8a7ba |
parent 51863 | f4733654f144 |
child 52132 | e08c878b5571 |
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 annotations |
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import os |
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import pickle |
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import selectors |
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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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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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) |
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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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try: |
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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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def ismainthread(): |
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return threading.current_thread() == threading.main_thread() |
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if ( |
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pycompat.isposix and pycompat.sysplatform != b'OpenVMS' |
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) 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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return False |
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linear = costperop * nops |
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workers = _numworkers(ui) |
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benefit = linear - (_STARTUP_COST * workers + linear / workers) |
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return benefit >= 0.15 |
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def worker( |
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ui, |
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costperarg, |
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func, |
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staticargs, |
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args, |
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hasretval=False, |
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threadsafe=True, |
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prefork=None, |
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): |
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"""run a function, possibly in parallel in multiple worker |
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processes. |
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returns a progress iterator |
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costperarg - cost of a single task |
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func - function to run. It is expected to return a progress iterator. |
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staticargs - arguments to pass to every invocation of the function |
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args - arguments to split into chunks, to pass to individual |
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workers |
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hasretval - when True, func and the current function return an progress |
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iterator then a dict (encoded as an iterator that yield many (False, ..) |
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|
117 |
then a (True, dict)). The dicts are joined in some arbitrary order, so |
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118 |
overlapping keys are a bad idea. |
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119 |
|
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120 |
threadsafe - whether work items are thread safe and can be executed using |
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121 |
a thread-based worker. Should be disabled for CPU heavy tasks that don't |
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122 |
release the GIL. |
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123 |
|
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124 |
prefork - a parameterless Callable that is invoked prior to forking the |
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125 |
process. fork() is only used on non-Windows platforms, but is also not |
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126 |
called on POSIX platforms if the work amount doesn't warrant a worker. |
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127 |
""" |
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128 |
enabled = ui.configbool(b'worker', b'enabled') |
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129 |
if enabled and _platformworker is _posixworker and not ismainthread(): |
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130 |
# The POSIX worker has to install a handler for SIGCHLD. |
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131 |
# Python up to 3.9 only allows this in the main thread. |
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132 |
enabled = False |
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133 |
|
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134 |
if enabled and worthwhile(ui, costperarg, len(args), threadsafe=threadsafe): |
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135 |
return _platformworker( |
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136 |
ui, func, staticargs, args, hasretval, prefork=prefork |
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137 |
) |
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138 |
return func(*staticargs + (args,)) |
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139 |
|
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140 |
|
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141 |
def _posixworker(ui, func, staticargs, args, hasretval, prefork=None): |
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142 |
workers = _numworkers(ui) |
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143 |
oldhandler = signal.getsignal(signal.SIGINT) |
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144 |
signal.signal(signal.SIGINT, signal.SIG_IGN) |
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pids, problem = set(), [0] |
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146 |
|
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147 |
def killworkers(): |
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148 |
# unregister SIGCHLD handler as all children will be killed. This |
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149 |
# function shouldn't be interrupted by another SIGCHLD; otherwise pids |
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150 |
# could be updated while iterating, which would cause inconsistency. |
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151 |
signal.signal(signal.SIGCHLD, oldchldhandler) |
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152 |
# if one worker bails, there's no good reason to wait for the rest |
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153 |
for p in pids: |
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154 |
try: |
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155 |
os.kill(p, signal.SIGTERM) |
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156 |
except ProcessLookupError: |
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157 |
pass |
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158 |
|
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159 |
def waitforworkers(blocking=True): |
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160 |
for pid in pids.copy(): |
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161 |
p = st = 0 |
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162 |
try: |
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163 |
p, st = os.waitpid(pid, (0 if blocking else os.WNOHANG)) |
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164 |
except ChildProcessError: |
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165 |
# child would already be reaped, but pids yet been |
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166 |
# updated (maybe interrupted just after waitpid) |
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167 |
pids.discard(pid) |
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168 |
if not p: |
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169 |
# skip subsequent steps, because child process should |
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170 |
# be still running in this case |
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171 |
continue |
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172 |
pids.discard(p) |
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173 |
st = _exitstatus(st) |
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174 |
if st and not problem[0]: |
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175 |
problem[0] = st |
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|
176 |
|
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|
177 |
def sigchldhandler(signum, frame): |
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178 |
waitforworkers(blocking=False) |
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179 |
if problem[0]: |
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killworkers() |
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181 |
|
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oldchldhandler = signal.signal(signal.SIGCHLD, sigchldhandler) |
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183 |
ui.flush() |
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184 |
parentpid = os.getpid() |
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185 |
pipes = [] |
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update: fix spurious unclean status bug shown by previous commit
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186 |
retval = {} |
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187 |
|
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188 |
if prefork: |
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189 |
prefork() |
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190 |
|
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|
191 |
for pargs in partition(args, min(workers, len(args))): |
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192 |
# Every worker gets its own pipe to send results on, so we don't have to |
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193 |
# implement atomic writes larger than PIPE_BUF. Each forked process has |
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|
194 |
# its own pipe's descriptors in the local variables, and the parent |
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195 |
# process has the full list of pipe descriptors (and it doesn't really |
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196 |
# care what order they're in). |
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197 |
rfd, wfd = os.pipe() |
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|
198 |
pipes.append((rfd, wfd)) |
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199 |
# make sure we use os._exit in all worker code paths. otherwise the |
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200 |
# worker may do some clean-ups which could cause surprises like |
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201 |
# deadlock. see sshpeer.cleanup for example. |
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|
202 |
# override error handling *before* fork. this is necessary because |
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|
203 |
# exception (signal) may arrive after fork, before "pid =" assignment |
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204 |
# completes, and other exception handler (dispatch.py) can lead to |
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205 |
# unexpected code path without os._exit. |
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206 |
ret = -1 |
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207 |
try: |
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208 |
pid = os.fork() |
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|
209 |
if pid == 0: |
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210 |
signal.signal(signal.SIGINT, oldhandler) |
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211 |
signal.signal(signal.SIGCHLD, oldchldhandler) |
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212 |
|
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213 |
def workerfunc(): |
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214 |
for r, w in pipes[:-1]: |
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215 |
os.close(r) |
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216 |
os.close(w) |
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217 |
os.close(rfd) |
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218 |
with os.fdopen(wfd, 'wb') as wf: |
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219 |
for result in func(*(staticargs + (pargs,))): |
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220 |
pickle.dump(result, wf) |
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221 |
wf.flush() |
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222 |
return 0 |
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223 |
|
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|
224 |
ret = scmutil.callcatch(ui, workerfunc) |
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225 |
except: # parent re-raises, child never returns |
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226 |
if os.getpid() == parentpid: |
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227 |
raise |
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exctype = sys.exc_info()[0] |
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force = not issubclass(exctype, KeyboardInterrupt) |
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ui.traceback(force=force) |
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231 |
finally: |
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if os.getpid() != parentpid: |
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try: |
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234 |
ui.flush() |
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except: # never returns, no re-raises |
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236 |
pass |
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237 |
finally: |
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os._exit(ret & 255) |
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pids.add(pid) |
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selector = selectors.DefaultSelector() |
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241 |
for rfd, wfd in pipes: |
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os.close(wfd) |
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243 |
# Buffering is needed for performance, but it also presents a problem: |
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# selector doesn't take the buffered data into account, |
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# so we have to arrange it so that the buffers are empty when select is called |
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246 |
# (see [peek_nonblock]) |
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selector.register(os.fdopen(rfd, 'rb', 4096), selectors.EVENT_READ) |
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248 |
|
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249 |
def peek_nonblock(f): |
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250 |
os.set_blocking(f.fileno(), False) |
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res = f.peek() |
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252 |
os.set_blocking(f.fileno(), True) |
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253 |
return res |
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254 |
|
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255 |
def load_all(f): |
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256 |
# The pytype error likely goes away on a modern version of |
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257 |
# pytype having a modern typeshed snapshot. |
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258 |
# pytype: disable=wrong-arg-types |
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259 |
yield pickle.load(f) |
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260 |
while len(peek_nonblock(f)) > 0: |
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261 |
yield pickle.load(f) |
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262 |
# pytype: enable=wrong-arg-types |
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263 |
|
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def cleanup(): |
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265 |
signal.signal(signal.SIGINT, oldhandler) |
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266 |
waitforworkers() |
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267 |
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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276 |
for res in load_all(key.fileobj): |
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277 |
if hasretval and res[0]: |
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278 |
retval.update(res[1]) |
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279 |
else: |
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280 |
yield res |
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281 |
except EOFError: |
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282 |
selector.unregister(key.fileobj) |
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283 |
# pytype: disable=attribute-error |
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key.fileobj.close() |
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# pytype: enable=attribute-error |
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286 |
openpipes -= 1 |
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287 |
except: # re-raises |
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killworkers() |
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cleanup() |
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290 |
raise |
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status = cleanup() |
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292 |
if status: |
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293 |
if status < 0: |
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294 |
os.kill(os.getpid(), -status) |
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295 |
raise error.WorkerError(status) |
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296 |
if hasretval: |
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297 |
yield True, retval |
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298 |
|
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299 |
|
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300 |
def _posixexitstatus(code): |
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301 |
"""convert a posix exit status into the same form returned by |
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302 |
os.spawnv |
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303 |
|
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304 |
returns None if the process was stopped instead of exiting""" |
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305 |
if os.WIFEXITED(code): |
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306 |
return os.WEXITSTATUS(code) |
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307 |
elif os.WIFSIGNALED(code): |
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308 |
return -(os.WTERMSIG(code)) |
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309 |
|
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310 |
|
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311 |
def _windowsworker(ui, func, staticargs, args, hasretval, prefork=None): |
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312 |
class Worker(threading.Thread): |
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313 |
def __init__( |
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314 |
self, taskqueue, resultqueue, func, staticargs, *args, **kwargs |
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315 |
): |
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316 |
threading.Thread.__init__(self, *args, **kwargs) |
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317 |
self._taskqueue = taskqueue |
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318 |
self._resultqueue = resultqueue |
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319 |
self._func = func |
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320 |
self._staticargs = staticargs |
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|
321 |
self._interrupted = False |
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322 |
self.daemon = True |
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323 |
self.exception = None |
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324 |
|
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325 |
def interrupt(self): |
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326 |
self._interrupted = True |
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327 |
|
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328 |
def run(self): |
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329 |
try: |
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330 |
while not self._taskqueue.empty(): |
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331 |
try: |
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332 |
args = self._taskqueue.get_nowait() |
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|
333 |
for res in self._func(*self._staticargs + (args,)): |
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|
334 |
self._resultqueue.put(res) |
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335 |
# threading doesn't provide a native way to |
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336 |
# interrupt execution. handle it manually at every |
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337 |
# iteration. |
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338 |
if self._interrupted: |
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339 |
return |
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|
340 |
except pycompat.queue.Empty: |
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|
341 |
break |
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|
342 |
except Exception as e: |
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|
343 |
# store the exception such that the main thread can resurface |
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|
344 |
# it as if the func was running without workers. |
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|
345 |
self.exception = e |
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|
346 |
raise |
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|
347 |
|
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|
348 |
threads = [] |
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|
349 |
|
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|
350 |
def trykillworkers(): |
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|
351 |
# Allow up to 1 second to clean worker threads nicely |
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|
352 |
cleanupend = time.time() + 1 |
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|
353 |
for t in threads: |
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|
354 |
t.interrupt() |
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|
355 |
for t in threads: |
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|
356 |
remainingtime = cleanupend - time.time() |
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|
357 |
t.join(remainingtime) |
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|
358 |
if t.is_alive(): |
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|
359 |
# pass over the workers joining failure. it is more |
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|
360 |
# important to surface the inital exception than the |
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|
361 |
# fact that one of workers may be processing a large |
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|
362 |
# task and does not get to handle the interruption. |
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|
363 |
ui.warn( |
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|
364 |
_( |
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|
365 |
b"failed to kill worker threads while " |
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|
366 |
b"handling an exception\n" |
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|
367 |
) |
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|
368 |
) |
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|
369 |
return |
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|
370 |
|
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|
371 |
workers = _numworkers(ui) |
37844
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|
372 |
resultqueue = pycompat.queue.Queue() |
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|
373 |
taskqueue = pycompat.queue.Queue() |
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|
374 |
retval = {} |
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|
375 |
# partition work to more pieces than workers to minimize the chance |
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|
376 |
# of uneven distribution of large tasks between the workers |
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|
377 |
for pargs in partition(args, workers * 20): |
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|
378 |
taskqueue.put(pargs) |
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|
379 |
for _i in range(workers): |
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|
380 |
t = Worker(taskqueue, resultqueue, func, staticargs) |
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|
381 |
threads.append(t) |
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|
382 |
t.start() |
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|
383 |
try: |
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|
384 |
while len(threads) > 0: |
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|
385 |
while not resultqueue.empty(): |
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changeset
|
386 |
res = resultqueue.get() |
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|
387 |
if hasretval and res[0]: |
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|
388 |
retval.update(res[1]) |
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|
389 |
else: |
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|
390 |
yield res |
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|
391 |
threads[0].join(0.05) |
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|
392 |
finishedthreads = [_t for _t in threads if not _t.is_alive()] |
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changeset
|
393 |
for t in finishedthreads: |
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changeset
|
394 |
if t.exception is not None: |
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|
395 |
raise t.exception |
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|
396 |
threads.remove(t) |
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|
397 |
except (Exception, KeyboardInterrupt): # re-raises |
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changeset
|
398 |
trykillworkers() |
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changeset
|
399 |
raise |
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changeset
|
400 |
while not resultqueue.empty(): |
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update: fix spurious unclean status bug shown by previous commit
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parents:
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changeset
|
401 |
res = resultqueue.get() |
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|
402 |
if hasretval and res[0]: |
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changeset
|
403 |
retval.update(res[1]) |
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changeset
|
404 |
else: |
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changeset
|
405 |
yield res |
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changeset
|
406 |
if hasretval: |
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|
407 |
yield True, retval |
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changeset
|
408 |
|
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changeset
|
409 |
|
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changeset
|
410 |
if pycompat.iswindows: |
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changeset
|
411 |
_platformworker = _windowsworker |
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changeset
|
412 |
else: |
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worker: allow a function to be run in multiple worker processes
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changeset
|
413 |
_platformworker = _posixworker |
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changeset
|
414 |
_exitstatus = _posixexitstatus |
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|
415 |
|
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changeset
|
416 |
|
18637
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worker: partition a list (of tasks) into equal-sized chunks
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parents:
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changeset
|
417 |
def partition(lst, nslices): |
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parents:
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changeset
|
418 |
"""partition a list into N slices of roughly equal size |
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worker: change partition strategy to every Nth element
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parents:
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changeset
|
419 |
|
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parents:
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diff
changeset
|
420 |
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
|
421 |
we ever write workers that need to preserve grouping in input |
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changeset
|
422 |
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
|
423 |
|
46819
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contributor: change mentions of mpm to olivia
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parents:
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diff
changeset
|
424 |
olivia 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
|
425 |
In his words: |
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parents:
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diff
changeset
|
426 |
|
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diff
changeset
|
427 |
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
|
428 |
files in a fixed order (alphabetical). When creating files in order, |
3eb7faf6d958
worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
429 |
a typical filesystem is likely to allocate them on nearby regions on |
3eb7faf6d958
worker: document poor partitioning scheme impact
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parents:
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diff
changeset
|
430 |
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
|
431 |
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
|
432 |
chance to work. |
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parents:
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diff
changeset
|
433 |
|
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parents:
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diff
changeset
|
434 |
This effect can be quite significant on spinning disks. I discovered it |
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worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents:
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diff
changeset
|
435 |
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
|
436 |
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
|
437 |
the revlog ordering on disk by sorting the revlogs by hash and suddenly |
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worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents:
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diff
changeset
|
438 |
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
|
439 |
"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:
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diff
changeset
|
440 |
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
|
441 |
|
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worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents:
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diff
changeset
|
442 |
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
|
443 |
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
|
444 |
getting more than one file out of balance. |
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parents:
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diff
changeset
|
445 |
""" |
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parents:
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diff
changeset
|
446 |
for i in range(nslices): |
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worker: change partition strategy to every Nth element
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parents:
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diff
changeset
|
447 |
yield lst[i::nslices] |