author | Pierre-Yves David <pierre-yves.david@ens-lyon.org> |
Thu, 14 Apr 2016 02:41:15 -0700 | |
changeset 28938 | ea1fec3e9aba |
parent 28292 | 3eb7faf6d958 |
child 30406 | 78a58dcf8853 |
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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from .i18n import _ |
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from . import error |
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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(os.environ['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('worker', '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(_('number of cpus must be an integer')) |
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return min(max(countcpus(), 4), 32) |
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if os.name == 'posix': |
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_startupcost = 0.01 |
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else: |
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_startupcost = 1e30 |
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def worthwhile(ui, costperop, nops): |
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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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linear = costperop * nops |
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workers = _numworkers(ui) |
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benefit = linear - (_startupcost * workers + linear / workers) |
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return benefit >= 0.15 |
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def worker(ui, costperarg, func, staticargs, args): |
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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 |
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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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''' |
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if worthwhile(ui, costperarg, len(args)): |
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return _platformworker(ui, func, staticargs, args) |
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return func(*staticargs + (args,)) |
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def _posixworker(ui, func, staticargs, args): |
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rfd, wfd = os.pipe() |
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workers = _numworkers(ui) |
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oldhandler = signal.getsignal(signal.SIGINT) |
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signal.signal(signal.SIGINT, signal.SIG_IGN) |
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pids, problem = [], [0] |
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for pargs in partition(args, workers): |
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pid = os.fork() |
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if pid == 0: |
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signal.signal(signal.SIGINT, oldhandler) |
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try: |
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os.close(rfd) |
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for i, item in func(*(staticargs + (pargs,))): |
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os.write(wfd, '%d %s\n' % (i, item)) |
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os._exit(0) |
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except KeyboardInterrupt: |
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os._exit(255) |
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# other exceptions are allowed to propagate, we rely |
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# on lock.py's pid checks to avoid release callbacks |
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pids.append(pid) |
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pids.reverse() |
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os.close(wfd) |
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fp = os.fdopen(rfd, 'rb', 0) |
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def killworkers(): |
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# if one worker bails, there's no good reason to wait for the rest |
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for p in pids: |
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try: |
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os.kill(p, signal.SIGTERM) |
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except OSError as err: |
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if err.errno != errno.ESRCH: |
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113 |
raise |
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def waitforworkers(): |
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for _pid in pids: |
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st = _exitstatus(os.wait()[1]) |
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if st and not problem[0]: |
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problem[0] = st |
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119 |
killworkers() |
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t = threading.Thread(target=waitforworkers) |
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t.start() |
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def cleanup(): |
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signal.signal(signal.SIGINT, oldhandler) |
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t.join() |
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status = problem[0] |
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126 |
if status: |
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127 |
if status < 0: |
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128 |
os.kill(os.getpid(), -status) |
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sys.exit(status) |
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130 |
try: |
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131 |
for line in fp: |
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l = line.split(' ', 1) |
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yield int(l[0]), l[1][:-1] |
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134 |
except: # re-raises |
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135 |
killworkers() |
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136 |
cleanup() |
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137 |
raise |
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cleanup() |
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139 |
|
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140 |
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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143 |
|
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returns None if the process was stopped instead of exiting''' |
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145 |
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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149 |
|
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if os.name != 'nt': |
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_platformworker = _posixworker |
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_exitstatus = _posixexitstatus |
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153 |
|
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def partition(lst, nslices): |
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'''partition a list into N slices of roughly equal size |
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|
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The current strategy takes every Nth element from the input. If |
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we ever write workers that need to preserve grouping in input |
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159 |
we should consider allowing callers to specify a partition strategy. |
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160 |
|
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mpm is not a fan of this partitioning strategy when files are involved. |
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162 |
In his words: |
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163 |
|
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164 |
Single-threaded Mercurial makes a point of creating and visiting |
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165 |
files in a fixed order (alphabetical). When creating files in order, |
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166 |
a typical filesystem is likely to allocate them on nearby regions on |
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167 |
disk. Thus, when revisiting in the same order, locality is maximized |
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168 |
and various forms of OS and disk-level caching and read-ahead get a |
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169 |
chance to work. |
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170 |
|
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171 |
This effect can be quite significant on spinning disks. I discovered it |
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172 |
circa Mercurial v0.4 when revlogs were named by hashes of filenames. |
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173 |
Tarring a repo and copying it to another disk effectively randomized |
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174 |
the revlog ordering on disk by sorting the revlogs by hash and suddenly |
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175 |
performance of my kernel checkout benchmark dropped by ~10x because the |
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176 |
"working set" of sectors visited no longer fit in the drive's cache and |
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177 |
the workload switched from streaming to random I/O. |
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178 |
|
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179 |
What we should really be doing is have workers read filenames from a |
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180 |
ordered queue. This preserves locality and also keeps any worker from |
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181 |
getting more than one file out of balance. |
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182 |
''' |
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183 |
for i in range(nslices): |
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184 |
yield lst[i::nslices] |