mercurial/worker.py
author Martin von Zweigbergk <martinvonz@google.com>
Fri, 19 Nov 2021 15:38:36 -0800
changeset 48365 67064c238ae7
parent 46819 d4ba4d51f85f
child 48870 df56e6bd37f6
child 49208 2fe4efaa59af
permissions -rw-r--r--
errors: use detailed exit code for non-integer number of diff context lines Differential Revision: https://phab.mercurial-scm.org/D11826
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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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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    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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if pycompat.ispy3:
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    def ismainthread():
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        return threading.current_thread() == threading.main_thread()
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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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        # Do NOT implement readinto() by making it delegate to
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        # _wrapped.readinto(), since that is unbuffered. The unpickler is fine
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        # with just read() and readline(), so we don't need to implement it.
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        def readline(self):
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            return self._wrapped.readline()
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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 bytes(buf)
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else:
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    def ismainthread():
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        # pytype: disable=module-attr
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        return isinstance(threading.current_thread(), threading._MainThread)
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        # pytype: enable=module-attr
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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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   131
        return False
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   132
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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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   137
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def worker(
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    ui, costperarg, func, staticargs, args, hasretval=False, threadsafe=True
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   141
):
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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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    then a (True, dict)). The dicts are joined in some arbitrary order, so
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    overlapping keys are a bad idea.
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   160
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    threadsafe - whether work items are thread safe and can be executed using
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    a thread-based worker. Should be disabled for CPU heavy tasks that don't
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   163
    release the GIL.
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   164
    """
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    enabled = ui.configbool(b'worker', b'enabled')
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    if enabled and _platformworker is _posixworker and not ismainthread():
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        # The POSIX worker has to install a handler for SIGCHLD.
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        # Python up to 3.9 only allows this in the main thread.
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        enabled = False
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   170
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    if enabled and worthwhile(ui, costperarg, len(args), threadsafe=threadsafe):
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        return _platformworker(ui, func, staticargs, args, hasretval)
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    return func(*staticargs + (args,))
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   174
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def _posixworker(ui, func, staticargs, args, hasretval):
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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 = set(), [0]
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   181
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    def killworkers():
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        # unregister SIGCHLD handler as all children will be killed. This
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        # function shouldn't be interrupted by another SIGCHLD; otherwise pids
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        # could be updated while iterating, which would cause inconsistency.
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        signal.signal(signal.SIGCHLD, oldchldhandler)
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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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                    raise
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    def waitforworkers(blocking=True):
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        for pid in pids.copy():
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            p = st = 0
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            while True:
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                try:
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                    p, st = os.waitpid(pid, (0 if blocking else os.WNOHANG))
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                    break
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                except OSError as e:
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                    if e.errno == errno.EINTR:
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                        continue
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                    elif e.errno == errno.ECHILD:
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                        # child would already be reaped, but pids yet been
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                        # updated (maybe interrupted just after waitpid)
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                        pids.discard(pid)
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                        break
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                    else:
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                        raise
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            if not p:
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                # skip subsequent steps, because child process should
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                # be still running in this case
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                continue
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            pids.discard(p)
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            st = _exitstatus(st)
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            if st and not problem[0]:
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                problem[0] = st
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    def sigchldhandler(signum, frame):
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        waitforworkers(blocking=False)
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        if problem[0]:
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            killworkers()
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   225
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    oldchldhandler = signal.signal(signal.SIGCHLD, sigchldhandler)
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    ui.flush()
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    parentpid = os.getpid()
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   229
    pipes = []
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   230
    retval = {}
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   231
    for pargs in partition(args, min(workers, len(args))):
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        # Every worker gets its own pipe to send results on, so we don't have to
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   233
        # implement atomic writes larger than PIPE_BUF. Each forked process has
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   234
        # its own pipe's descriptors in the local variables, and the parent
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   235
        # process has the full list of pipe descriptors (and it doesn't really
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        # care what order they're in).
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   237
        rfd, wfd = os.pipe()
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        pipes.append((rfd, wfd))
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   239
        # make sure we use os._exit in all worker code paths. otherwise the
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   240
        # worker may do some clean-ups which could cause surprises like
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        # deadlock. see sshpeer.cleanup for example.
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        # override error handling *before* fork. this is necessary because
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   243
        # exception (signal) may arrive after fork, before "pid =" assignment
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   244
        # completes, and other exception handler (dispatch.py) can lead to
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        # unexpected code path without os._exit.
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   246
        ret = -1
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   247
        try:
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   248
            pid = os.fork()
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   249
            if pid == 0:
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   250
                signal.signal(signal.SIGINT, oldhandler)
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   251
                signal.signal(signal.SIGCHLD, oldchldhandler)
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   252
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   253
                def workerfunc():
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   254
                    for r, w in pipes[:-1]:
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   255
                        os.close(r)
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   256
                        os.close(w)
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   257
                    os.close(rfd)
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   258
                    for result in func(*(staticargs + (pargs,))):
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   259
                        os.write(wfd, util.pickle.dumps(result))
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   260
                    return 0
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   261
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   262
                ret = scmutil.callcatch(ui, workerfunc)
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   263
        except:  # parent re-raises, child never returns
32112
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diff changeset
   264
            if os.getpid() == parentpid:
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   265
                raise
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   266
            exctype = sys.exc_info()[0]
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   267
            force = not issubclass(exctype, KeyboardInterrupt)
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   268
            ui.traceback(force=force)
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diff changeset
   269
        finally:
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   270
            if os.getpid() != parentpid:
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parents: 31063
diff changeset
   271
                try:
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   272
                    ui.flush()
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   273
                except:  # never returns, no re-raises
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   274
                    pass
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   275
                finally:
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   276
                    os._exit(ret & 255)
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   277
        pids.add(pid)
38729
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   278
    selector = selectors.DefaultSelector()
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   279
    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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   282
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   283
    def cleanup():
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   284
        signal.signal(signal.SIGINT, oldhandler)
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   285
        waitforworkers()
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   286
        signal.signal(signal.SIGCHLD, oldchldhandler)
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   287
        selector.close()
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   288
        return problem[0]
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   289
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   290
    try:
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   291
        openpipes = len(pipes)
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   292
        while openpipes > 0:
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   293
            for key, events in selector.select():
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   294
                try:
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parents: 44226
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   295
                    res = util.pickle.load(_blockingreader(key.fileobj))
42455
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parents: 40989
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   296
                    if hasretval and res[0]:
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   297
                        retval.update(res[1])
42455
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   298
                    else:
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   299
                        yield res
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   300
                except EOFError:
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   301
                    selector.unregister(key.fileobj)
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   302
                    key.fileobj.close()
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   303
                    openpipes -= 1
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   304
                except IOError as e:
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   305
                    if e.errno == errno.EINTR:
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   306
                        continue
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   307
                    raise
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   308
    except:  # re-raises
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   309
        killworkers()
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   310
        cleanup()
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   311
        raise
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parents: 38740
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   312
    status = cleanup()
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   313
    if status:
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   314
        if status < 0:
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parents: 38740
diff changeset
   315
            os.kill(os.getpid(), -status)
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parents: 45390
diff changeset
   316
        raise error.WorkerError(status)
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parents: 40989
diff changeset
   317
    if hasretval:
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parents: 42455
diff changeset
   318
        yield True, retval
18638
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parents: 18637
diff changeset
   319
43076
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diff changeset
   320
18707
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diff changeset
   321
def _posixexitstatus(code):
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parents: 45825
diff changeset
   322
    """convert a posix exit status into the same form returned by
18707
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parents: 18638
diff changeset
   323
    os.spawnv
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parents: 18638
diff changeset
   324
45942
89a2afe31e82 formating: upgrade to black 20.8b1
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diff changeset
   325
    returns None if the process was stopped instead of exiting"""
18707
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parents: 18638
diff changeset
   326
    if os.WIFEXITED(code):
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parents: 18638
diff changeset
   327
        return os.WEXITSTATUS(code)
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parents: 18638
diff changeset
   328
    elif os.WIFSIGNALED(code):
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parents: 42522
diff changeset
   329
        return -(os.WTERMSIG(code))
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parents: 42522
diff changeset
   330
18707
d1a2b086d058 worker: on error, exit similarly to the first failing worker
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parents: 18638
diff changeset
   331
42455
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parents: 40989
diff changeset
   332
def _windowsworker(ui, func, staticargs, args, hasretval):
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   333
    class Worker(threading.Thread):
43076
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diff changeset
   334
        def __init__(
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parents: 42522
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   335
            self, taskqueue, resultqueue, func, staticargs, *args, **kwargs
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parents: 42522
diff changeset
   336
        ):
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909c31805f54 py3: roll up threading.Thread constructor args into **kwargs
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parents: 38740
diff changeset
   337
            threading.Thread.__init__(self, *args, **kwargs)
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   338
            self._taskqueue = taskqueue
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   339
            self._resultqueue = resultqueue
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diff changeset
   340
            self._func = func
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   341
            self._staticargs = staticargs
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   342
            self._interrupted = False
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   343
            self.daemon = True
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   344
            self.exception = None
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diff changeset
   345
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parents: 35427
diff changeset
   346
        def interrupt(self):
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   347
            self._interrupted = True
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parents: 34646
diff changeset
   348
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parents: 34646
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   349
        def run(self):
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   350
            try:
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   351
                while not self._taskqueue.empty():
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parents: 35427
diff changeset
   352
                    try:
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d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
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parents: 42455
diff changeset
   353
                        args = self._taskqueue.get_nowait()
35428
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parents: 35427
diff changeset
   354
                        for res in self._func(*self._staticargs + (args,)):
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
   355
                            self._resultqueue.put(res)
35428
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parents: 35427
diff changeset
   356
                            # threading doesn't provide a native way to
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parents: 35427
diff changeset
   357
                            # interrupt execution. handle it manually at every
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parents: 35427
diff changeset
   358
                            # iteration.
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parents: 35427
diff changeset
   359
                            if self._interrupted:
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parents: 35427
diff changeset
   360
                                return
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8fb9985382be pycompat: export queue module instead of symbols in module (API)
Gregory Szorc <gregory.szorc@gmail.com>
parents: 36835
diff changeset
   361
                    except pycompat.queue.Empty:
35428
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Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
   362
                        break
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parents: 35427
diff changeset
   363
            except Exception as e:
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parents: 35427
diff changeset
   364
                # store the exception such that the main thread can resurface
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parents: 35427
diff changeset
   365
                # it as if the func was running without workers.
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parents: 35427
diff changeset
   366
                self.exception = e
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parents: 35427
diff changeset
   367
                raise
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parents: 35427
diff changeset
   368
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
   369
    threads = []
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parents: 42522
diff changeset
   370
35432
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parents: 35431
diff changeset
   371
    def trykillworkers():
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parents: 35431
diff changeset
   372
        # Allow up to 1 second to clean worker threads nicely
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Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   373
        cleanupend = time.time() + 1
35428
71427ff1dff8 workers: handling exceptions in windows workers
Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
   374
        for t in threads:
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Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
   375
            t.interrupt()
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Wojciech Lis <wlis@fb.com>
parents: 35427
diff changeset
   376
        for t in threads:
35432
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Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   377
            remainingtime = cleanupend - time.time()
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Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   378
            t.join(remainingtime)
35428
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parents: 35427
diff changeset
   379
            if t.is_alive():
35432
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Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   380
                # pass over the workers joining failure. it is more
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Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   381
                # important to surface the inital exception than the
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parents: 35431
diff changeset
   382
                # fact that one of workers may be processing a large
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parents: 35431
diff changeset
   383
                # task and does not get to handle the interruption.
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
   384
                ui.warn(
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Augie Fackler <augie@google.com>
parents: 42522
diff changeset
   385
                    _(
43077
687b865b95ad formatting: byteify all mercurial/ and hgext/ string literals
Augie Fackler <augie@google.com>
parents: 43076
diff changeset
   386
                        b"failed to kill worker threads while "
687b865b95ad formatting: byteify all mercurial/ and hgext/ string literals
Augie Fackler <augie@google.com>
parents: 43076
diff changeset
   387
                        b"handling an exception\n"
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
   388
                    )
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
   389
                )
35432
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   390
                return
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   391
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   392
    workers = _numworkers(ui)
37844
8fb9985382be pycompat: export queue module instead of symbols in module (API)
Gregory Szorc <gregory.szorc@gmail.com>
parents: 36835
diff changeset
   393
    resultqueue = pycompat.queue.Queue()
8fb9985382be pycompat: export queue module instead of symbols in module (API)
Gregory Szorc <gregory.szorc@gmail.com>
parents: 36835
diff changeset
   394
    taskqueue = pycompat.queue.Queue()
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
   395
    retval = {}
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   396
    # partition work to more pieces than workers to minimize the chance
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   397
    # of uneven distribution of large tasks between the workers
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
   398
    for pargs in partition(args, workers * 20):
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   399
        taskqueue.put(pargs)
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   400
    for _i in range(workers):
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   401
        t = Worker(taskqueue, resultqueue, func, staticargs)
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   402
        threads.append(t)
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   403
        t.start()
35432
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   404
    try:
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   405
        while len(threads) > 0:
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   406
            while not resultqueue.empty():
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
   407
                res = resultqueue.get()
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
   408
                if hasretval and res[0]:
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
   409
                    retval.update(res[1])
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
   410
                else:
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
   411
                    yield res
35432
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   412
            threads[0].join(0.05)
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   413
            finishedthreads = [_t for _t in threads if not _t.is_alive()]
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   414
            for t in finishedthreads:
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   415
                if t.exception is not None:
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   416
                    raise t.exception
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   417
                threads.remove(t)
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
   418
    except (Exception, KeyboardInterrupt):  # re-raises
35432
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   419
        trykillworkers()
86b8cc1f244e worker: make windows workers daemons
Wojciech Lis <wlis@fb.com>
parents: 35431
diff changeset
   420
        raise
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   421
    while not resultqueue.empty():
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
   422
        res = resultqueue.get()
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
   423
        if hasretval and res[0]:
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
   424
            retval.update(res[1])
42455
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
   425
        else:
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
   426
            yield res
5ca136bbd3f6 worker: support parallelization of functions with return values
Valentin Gatien-Baron <vgatien-baron@janestreet.com>
parents: 40989
diff changeset
   427
    if hasretval:
42522
d29db0a0c4eb update: fix spurious unclean status bug shown by previous commit
Valentin Gatien-Baron <valentin.gatienbaron@gmail.com>
parents: 42455
diff changeset
   428
        yield True, retval
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   429
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
   430
35427
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   431
if pycompat.iswindows:
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   432
    _platformworker = _windowsworker
02b36e860e0b workers: implemented worker on windows
Wojciech Lis <wlis@fb.com>
parents: 34646
diff changeset
   433
else:
18638
047110c0e2a8 worker: allow a function to be run in multiple worker processes
Bryan O'Sullivan <bryano@fb.com>
parents: 18637
diff changeset
   434
    _platformworker = _posixworker
18707
d1a2b086d058 worker: on error, exit similarly to the first failing worker
Bryan O'Sullivan <bryano@fb.com>
parents: 18638
diff changeset
   435
    _exitstatus = _posixexitstatus
18638
047110c0e2a8 worker: allow a function to be run in multiple worker processes
Bryan O'Sullivan <bryano@fb.com>
parents: 18637
diff changeset
   436
43076
2372284d9457 formatting: blacken the codebase
Augie Fackler <augie@google.com>
parents: 42522
diff changeset
   437
18637
ac4dbceeb14a worker: partition a list (of tasks) into equal-sized chunks
Bryan O'Sullivan <bryano@fb.com>
parents: 18636
diff changeset
   438
def partition(lst, nslices):
45942
89a2afe31e82 formating: upgrade to black 20.8b1
Augie Fackler <raf@durin42.com>
parents: 45825
diff changeset
   439
    """partition a list into N slices of roughly equal size
28181
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
   440
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
   441
    The current strategy takes every Nth element from the input. If
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
   442
    we ever write workers that need to preserve grouping in input
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
   443
    we should consider allowing callers to specify a partition strategy.
28292
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   444
46819
d4ba4d51f85f contributor: change mentions of mpm to olivia
Raphaël Gomès <rgomes@octobus.net>
parents: 46698
diff changeset
   445
    olivia is not a fan of this partitioning strategy when files are involved.
28292
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   446
    In his words:
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   447
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   448
        Single-threaded Mercurial makes a point of creating and visiting
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   449
        files in a fixed order (alphabetical). When creating files in order,
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   450
        a typical filesystem is likely to allocate them on nearby regions on
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   451
        disk. Thus, when revisiting in the same order, locality is maximized
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   452
        and various forms of OS and disk-level caching and read-ahead get a
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   453
        chance to work.
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   454
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   455
        This effect can be quite significant on spinning disks. I discovered it
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   456
        circa Mercurial v0.4 when revlogs were named by hashes of filenames.
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   457
        Tarring a repo and copying it to another disk effectively randomized
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   458
        the revlog ordering on disk by sorting the revlogs by hash and suddenly
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   459
        performance of my kernel checkout benchmark dropped by ~10x because the
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   460
        "working set" of sectors visited no longer fit in the drive's cache and
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   461
        the workload switched from streaming to random I/O.
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   462
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   463
        What we should really be doing is have workers read filenames from a
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   464
        ordered queue. This preserves locality and also keeps any worker from
3eb7faf6d958 worker: document poor partitioning scheme impact
Gregory Szorc <gregory.szorc@gmail.com>
parents: 28181
diff changeset
   465
        getting more than one file out of balance.
45942
89a2afe31e82 formating: upgrade to black 20.8b1
Augie Fackler <raf@durin42.com>
parents: 45825
diff changeset
   466
    """
28181
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
   467
    for i in range(nslices):
f8efc8a3a991 worker: change partition strategy to every Nth element
Gregory Szorc <gregory.szorc@gmail.com>
parents: 26587
diff changeset
   468
        yield lst[i::nslices]