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1 | 1 | # worker.py - master-slave parallelism support |
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2 | 2 | # |
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3 | 3 | # Copyright 2013 Facebook, Inc. |
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4 | 4 | # |
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5 | 5 | # This software may be used and distributed according to the terms of the |
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6 | 6 | # GNU General Public License version 2 or any later version. |
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7 | 7 | |
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8 | 8 | from __future__ import absolute_import |
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9 | 9 | |
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10 | 10 | import errno |
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11 | 11 | import os |
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12 | 12 | import signal |
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13 | 13 | import sys |
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14 | 14 | import threading |
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15 | 15 | import time |
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16 | 16 | |
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17 | 17 | try: |
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18 | 18 | import selectors |
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19 | 19 | selectors.BaseSelector |
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20 | 20 | except ImportError: |
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21 | 21 | from .thirdparty import selectors2 as selectors |
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22 | 22 | |
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23 | 23 | from .i18n import _ |
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24 | 24 | from . import ( |
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25 | 25 | encoding, |
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26 | 26 | error, |
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27 | 27 | pycompat, |
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28 | 28 | scmutil, |
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29 | 29 | util, |
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30 | 30 | ) |
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31 | 31 | |
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32 | 32 | def countcpus(): |
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33 | 33 | '''try to count the number of CPUs on the system''' |
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34 | 34 | |
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35 | 35 | # posix |
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36 | 36 | try: |
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37 | 37 | n = int(os.sysconf(r'SC_NPROCESSORS_ONLN')) |
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38 | 38 | if n > 0: |
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39 | 39 | return n |
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40 | 40 | except (AttributeError, ValueError): |
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41 | 41 | pass |
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42 | 42 | |
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43 | 43 | # windows |
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44 | 44 | try: |
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45 | 45 | n = int(encoding.environ['NUMBER_OF_PROCESSORS']) |
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46 | 46 | if n > 0: |
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47 | 47 | return n |
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48 | 48 | except (KeyError, ValueError): |
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49 | 49 | pass |
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50 | 50 | |
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51 | 51 | return 1 |
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52 | 52 | |
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53 | 53 | def _numworkers(ui): |
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54 | 54 | s = ui.config('worker', 'numcpus') |
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55 | 55 | if s: |
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56 | 56 | try: |
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57 | 57 | n = int(s) |
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58 | 58 | if n >= 1: |
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59 | 59 | return n |
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60 | 60 | except ValueError: |
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61 | 61 | raise error.Abort(_('number of cpus must be an integer')) |
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62 | 62 | return min(max(countcpus(), 4), 32) |
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63 | 63 | |
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64 | 64 | if pycompat.isposix or pycompat.iswindows: |
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65 | 65 | _STARTUP_COST = 0.01 |
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66 | 66 | # The Windows worker is thread based. If tasks are CPU bound, threads |
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67 | 67 | # in the presence of the GIL result in excessive context switching and |
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68 | 68 | # this overhead can slow down execution. |
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69 | 69 | _DISALLOW_THREAD_UNSAFE = pycompat.iswindows |
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70 | 70 | else: |
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71 | 71 | _STARTUP_COST = 1e30 |
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72 | 72 | _DISALLOW_THREAD_UNSAFE = False |
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73 | 73 | |
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74 | 74 | def worthwhile(ui, costperop, nops, threadsafe=True): |
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75 | 75 | '''try to determine whether the benefit of multiple processes can |
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76 | 76 | outweigh the cost of starting them''' |
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77 | 77 | |
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78 | 78 | if not threadsafe and _DISALLOW_THREAD_UNSAFE: |
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79 | 79 | return False |
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80 | 80 | |
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81 | 81 | linear = costperop * nops |
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82 | 82 | workers = _numworkers(ui) |
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83 | 83 | benefit = linear - (_STARTUP_COST * workers + linear / workers) |
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84 | 84 | return benefit >= 0.15 |
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85 | 85 | |
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86 |
def worker(ui, costperarg, func, staticargs, args, |
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86 | def worker(ui, costperarg, func, staticargs, args, hasretval=False, | |
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87 | threadsafe=True): | |
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87 | 88 | '''run a function, possibly in parallel in multiple worker |
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88 | 89 | processes. |
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89 | 90 | |
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90 | 91 | returns a progress iterator |
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91 | 92 | |
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92 | 93 | costperarg - cost of a single task |
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93 | 94 | |
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94 | func - function to run | |
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95 | func - function to run. It is expected to return a progress iterator. | |
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95 | 96 | |
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96 | 97 | staticargs - arguments to pass to every invocation of the function |
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97 | 98 | |
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98 | 99 | args - arguments to split into chunks, to pass to individual |
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99 | 100 | workers |
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100 | 101 | |
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102 | hasretval - when True, func and the current function return an progress | |
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103 | iterator then a list (encoded as an iterator that yield many (False, ..) | |
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104 | then a (True, list)). The resulting list is in the natural order. | |
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105 | ||
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101 | 106 | threadsafe - whether work items are thread safe and can be executed using |
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102 | 107 | a thread-based worker. Should be disabled for CPU heavy tasks that don't |
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103 | 108 | release the GIL. |
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104 | 109 | ''' |
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105 | 110 | enabled = ui.configbool('worker', 'enabled') |
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106 | 111 | if enabled and worthwhile(ui, costperarg, len(args), threadsafe=threadsafe): |
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107 | return _platformworker(ui, func, staticargs, args) | |
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112 | return _platformworker(ui, func, staticargs, args, hasretval) | |
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108 | 113 | return func(*staticargs + (args,)) |
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109 | 114 | |
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110 | def _posixworker(ui, func, staticargs, args): | |
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115 | def _posixworker(ui, func, staticargs, args, hasretval): | |
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111 | 116 | workers = _numworkers(ui) |
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112 | 117 | oldhandler = signal.getsignal(signal.SIGINT) |
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113 | 118 | signal.signal(signal.SIGINT, signal.SIG_IGN) |
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114 | 119 | pids, problem = set(), [0] |
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115 | 120 | def killworkers(): |
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116 | 121 | # unregister SIGCHLD handler as all children will be killed. This |
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117 | 122 | # function shouldn't be interrupted by another SIGCHLD; otherwise pids |
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118 | 123 | # could be updated while iterating, which would cause inconsistency. |
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119 | 124 | signal.signal(signal.SIGCHLD, oldchldhandler) |
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120 | 125 | # if one worker bails, there's no good reason to wait for the rest |
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121 | 126 | for p in pids: |
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122 | 127 | try: |
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123 | 128 | os.kill(p, signal.SIGTERM) |
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124 | 129 | except OSError as err: |
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125 | 130 | if err.errno != errno.ESRCH: |
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126 | 131 | raise |
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127 | 132 | def waitforworkers(blocking=True): |
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128 | 133 | for pid in pids.copy(): |
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129 | 134 | p = st = 0 |
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130 | 135 | while True: |
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131 | 136 | try: |
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132 | 137 | p, st = os.waitpid(pid, (0 if blocking else os.WNOHANG)) |
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133 | 138 | break |
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134 | 139 | except OSError as e: |
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135 | 140 | if e.errno == errno.EINTR: |
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136 | 141 | continue |
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137 | 142 | elif e.errno == errno.ECHILD: |
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138 | 143 | # child would already be reaped, but pids yet been |
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139 | 144 | # updated (maybe interrupted just after waitpid) |
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140 | 145 | pids.discard(pid) |
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141 | 146 | break |
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142 | 147 | else: |
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143 | 148 | raise |
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144 | 149 | if not p: |
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145 | 150 | # skip subsequent steps, because child process should |
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146 | 151 | # be still running in this case |
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147 | 152 | continue |
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148 | 153 | pids.discard(p) |
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149 | 154 | st = _exitstatus(st) |
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150 | 155 | if st and not problem[0]: |
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151 | 156 | problem[0] = st |
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152 | 157 | def sigchldhandler(signum, frame): |
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153 | 158 | waitforworkers(blocking=False) |
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154 | 159 | if problem[0]: |
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155 | 160 | killworkers() |
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156 | 161 | oldchldhandler = signal.signal(signal.SIGCHLD, sigchldhandler) |
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157 | 162 | ui.flush() |
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158 | 163 | parentpid = os.getpid() |
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159 | 164 | pipes = [] |
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160 | for pargs in partition(args, workers): | |
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165 | retvals = [] | |
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166 | for i, pargs in enumerate(partition(args, workers)): | |
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161 | 167 | # Every worker gets its own pipe to send results on, so we don't have to |
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162 | 168 | # implement atomic writes larger than PIPE_BUF. Each forked process has |
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163 | 169 | # its own pipe's descriptors in the local variables, and the parent |
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164 | 170 | # process has the full list of pipe descriptors (and it doesn't really |
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165 | 171 | # care what order they're in). |
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166 | 172 | rfd, wfd = os.pipe() |
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167 | 173 | pipes.append((rfd, wfd)) |
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174 | retvals.append(None) | |
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168 | 175 | # make sure we use os._exit in all worker code paths. otherwise the |
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169 | 176 | # worker may do some clean-ups which could cause surprises like |
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170 | 177 | # deadlock. see sshpeer.cleanup for example. |
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171 | 178 | # override error handling *before* fork. this is necessary because |
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172 | 179 | # exception (signal) may arrive after fork, before "pid =" assignment |
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173 | 180 | # completes, and other exception handler (dispatch.py) can lead to |
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174 | 181 | # unexpected code path without os._exit. |
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175 | 182 | ret = -1 |
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176 | 183 | try: |
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177 | 184 | pid = os.fork() |
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178 | 185 | if pid == 0: |
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179 | 186 | signal.signal(signal.SIGINT, oldhandler) |
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180 | 187 | signal.signal(signal.SIGCHLD, oldchldhandler) |
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181 | 188 | |
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182 | 189 | def workerfunc(): |
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183 | 190 | for r, w in pipes[:-1]: |
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184 | 191 | os.close(r) |
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185 | 192 | os.close(w) |
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186 | 193 | os.close(rfd) |
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187 | 194 | for result in func(*(staticargs + (pargs,))): |
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188 | os.write(wfd, util.pickle.dumps(result)) | |
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195 | os.write(wfd, util.pickle.dumps((i, result))) | |
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189 | 196 | return 0 |
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190 | 197 | |
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191 | 198 | ret = scmutil.callcatch(ui, workerfunc) |
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192 | 199 | except: # parent re-raises, child never returns |
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193 | 200 | if os.getpid() == parentpid: |
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194 | 201 | raise |
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195 | 202 | exctype = sys.exc_info()[0] |
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196 | 203 | force = not issubclass(exctype, KeyboardInterrupt) |
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197 | 204 | ui.traceback(force=force) |
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198 | 205 | finally: |
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199 | 206 | if os.getpid() != parentpid: |
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200 | 207 | try: |
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201 | 208 | ui.flush() |
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202 | 209 | except: # never returns, no re-raises |
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203 | 210 | pass |
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204 | 211 | finally: |
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205 | 212 | os._exit(ret & 255) |
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206 | 213 | pids.add(pid) |
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207 | 214 | selector = selectors.DefaultSelector() |
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208 | 215 | for rfd, wfd in pipes: |
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209 | 216 | os.close(wfd) |
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210 | 217 | selector.register(os.fdopen(rfd, r'rb', 0), selectors.EVENT_READ) |
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211 | 218 | def cleanup(): |
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212 | 219 | signal.signal(signal.SIGINT, oldhandler) |
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213 | 220 | waitforworkers() |
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214 | 221 | signal.signal(signal.SIGCHLD, oldchldhandler) |
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215 | 222 | selector.close() |
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216 | 223 | return problem[0] |
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217 | 224 | try: |
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218 | 225 | openpipes = len(pipes) |
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219 | 226 | while openpipes > 0: |
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220 | 227 | for key, events in selector.select(): |
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221 | 228 | try: |
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222 |
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229 | i, res = util.pickle.load(key.fileobj) | |
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230 | if hasretval and res[0]: | |
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231 | retvals[i] = res[1] | |
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232 | else: | |
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233 | yield res | |
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223 | 234 | except EOFError: |
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224 | 235 | selector.unregister(key.fileobj) |
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225 | 236 | key.fileobj.close() |
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226 | 237 | openpipes -= 1 |
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227 | 238 | except IOError as e: |
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228 | 239 | if e.errno == errno.EINTR: |
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229 | 240 | continue |
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230 | 241 | raise |
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231 | 242 | except: # re-raises |
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232 | 243 | killworkers() |
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233 | 244 | cleanup() |
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234 | 245 | raise |
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235 | 246 | status = cleanup() |
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236 | 247 | if status: |
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237 | 248 | if status < 0: |
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238 | 249 | os.kill(os.getpid(), -status) |
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239 | 250 | sys.exit(status) |
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251 | if hasretval: | |
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252 | yield True, sum(retvals, []) | |
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240 | 253 | |
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241 | 254 | def _posixexitstatus(code): |
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242 | 255 | '''convert a posix exit status into the same form returned by |
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243 | 256 | os.spawnv |
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244 | 257 | |
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245 | 258 | returns None if the process was stopped instead of exiting''' |
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246 | 259 | if os.WIFEXITED(code): |
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247 | 260 | return os.WEXITSTATUS(code) |
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248 | 261 | elif os.WIFSIGNALED(code): |
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249 | 262 | return -os.WTERMSIG(code) |
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250 | 263 | |
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251 | def _windowsworker(ui, func, staticargs, args): | |
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264 | def _windowsworker(ui, func, staticargs, args, hasretval): | |
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252 | 265 | class Worker(threading.Thread): |
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253 | 266 | def __init__(self, taskqueue, resultqueue, func, staticargs, *args, |
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254 | 267 | **kwargs): |
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255 | 268 | threading.Thread.__init__(self, *args, **kwargs) |
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256 | 269 | self._taskqueue = taskqueue |
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257 | 270 | self._resultqueue = resultqueue |
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258 | 271 | self._func = func |
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259 | 272 | self._staticargs = staticargs |
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260 | 273 | self._interrupted = False |
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261 | 274 | self.daemon = True |
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262 | 275 | self.exception = None |
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263 | 276 | |
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264 | 277 | def interrupt(self): |
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265 | 278 | self._interrupted = True |
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266 | 279 | |
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267 | 280 | def run(self): |
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268 | 281 | try: |
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269 | 282 | while not self._taskqueue.empty(): |
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270 | 283 | try: |
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271 | args = self._taskqueue.get_nowait() | |
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284 | i, args = self._taskqueue.get_nowait() | |
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272 | 285 | for res in self._func(*self._staticargs + (args,)): |
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273 | self._resultqueue.put(res) | |
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286 | self._resultqueue.put((i, res)) | |
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274 | 287 | # threading doesn't provide a native way to |
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275 | 288 | # interrupt execution. handle it manually at every |
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276 | 289 | # iteration. |
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277 | 290 | if self._interrupted: |
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278 | 291 | return |
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279 | 292 | except pycompat.queue.Empty: |
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280 | 293 | break |
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281 | 294 | except Exception as e: |
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282 | 295 | # store the exception such that the main thread can resurface |
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283 | 296 | # it as if the func was running without workers. |
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284 | 297 | self.exception = e |
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285 | 298 | raise |
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286 | 299 | |
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287 | 300 | threads = [] |
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288 | 301 | def trykillworkers(): |
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289 | 302 | # Allow up to 1 second to clean worker threads nicely |
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290 | 303 | cleanupend = time.time() + 1 |
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291 | 304 | for t in threads: |
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292 | 305 | t.interrupt() |
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293 | 306 | for t in threads: |
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294 | 307 | remainingtime = cleanupend - time.time() |
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295 | 308 | t.join(remainingtime) |
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296 | 309 | if t.is_alive(): |
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297 | 310 | # pass over the workers joining failure. it is more |
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298 | 311 | # important to surface the inital exception than the |
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299 | 312 | # fact that one of workers may be processing a large |
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300 | 313 | # task and does not get to handle the interruption. |
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301 | 314 | ui.warn(_("failed to kill worker threads while " |
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302 | 315 | "handling an exception\n")) |
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303 | 316 | return |
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304 | 317 | |
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305 | 318 | workers = _numworkers(ui) |
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306 | 319 | resultqueue = pycompat.queue.Queue() |
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307 | 320 | taskqueue = pycompat.queue.Queue() |
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321 | retvals = [] | |
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308 | 322 | # partition work to more pieces than workers to minimize the chance |
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309 | 323 | # of uneven distribution of large tasks between the workers |
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310 | for pargs in partition(args, workers * 20): | |
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324 | for pargs in enumerate(partition(args, workers * 20)): | |
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325 | retvals.append(None) | |
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311 | 326 | taskqueue.put(pargs) |
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312 | 327 | for _i in range(workers): |
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313 | 328 | t = Worker(taskqueue, resultqueue, func, staticargs) |
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314 | 329 | threads.append(t) |
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315 | 330 | t.start() |
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316 | 331 | try: |
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317 | 332 | while len(threads) > 0: |
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318 | 333 | while not resultqueue.empty(): |
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319 |
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334 | (i, res) = resultqueue.get() | |
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335 | if hasretval and res[0]: | |
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336 | retvals[i] = res[1] | |
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337 | else: | |
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338 | yield res | |
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320 | 339 | threads[0].join(0.05) |
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321 | 340 | finishedthreads = [_t for _t in threads if not _t.is_alive()] |
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322 | 341 | for t in finishedthreads: |
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323 | 342 | if t.exception is not None: |
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324 | 343 | raise t.exception |
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325 | 344 | threads.remove(t) |
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326 | 345 | except (Exception, KeyboardInterrupt): # re-raises |
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327 | 346 | trykillworkers() |
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328 | 347 | raise |
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329 | 348 | while not resultqueue.empty(): |
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330 |
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349 | (i, res) = resultqueue.get() | |
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350 | if hasretval and res[0]: | |
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351 | retvals[i] = res[1] | |
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352 | else: | |
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353 | yield res | |
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354 | if hasretval: | |
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355 | yield True, sum(retvals, []) | |
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331 | 356 | |
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332 | 357 | if pycompat.iswindows: |
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333 | 358 | _platformworker = _windowsworker |
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334 | 359 | else: |
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335 | 360 | _platformworker = _posixworker |
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336 | 361 | _exitstatus = _posixexitstatus |
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337 | 362 | |
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338 | 363 | def partition(lst, nslices): |
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339 | 364 | '''partition a list into N slices of roughly equal size |
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340 | 365 | |
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341 | 366 | The current strategy takes every Nth element from the input. If |
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342 | 367 | we ever write workers that need to preserve grouping in input |
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343 | 368 | we should consider allowing callers to specify a partition strategy. |
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344 | 369 | |
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345 | 370 | mpm is not a fan of this partitioning strategy when files are involved. |
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346 | 371 | In his words: |
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347 | 372 | |
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348 | 373 | Single-threaded Mercurial makes a point of creating and visiting |
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349 | 374 | files in a fixed order (alphabetical). When creating files in order, |
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350 | 375 | a typical filesystem is likely to allocate them on nearby regions on |
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351 | 376 | disk. Thus, when revisiting in the same order, locality is maximized |
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352 | 377 | and various forms of OS and disk-level caching and read-ahead get a |
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353 | 378 | chance to work. |
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354 | 379 | |
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355 | 380 | This effect can be quite significant on spinning disks. I discovered it |
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356 | 381 | circa Mercurial v0.4 when revlogs were named by hashes of filenames. |
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357 | 382 | Tarring a repo and copying it to another disk effectively randomized |
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358 | 383 | the revlog ordering on disk by sorting the revlogs by hash and suddenly |
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359 | 384 | performance of my kernel checkout benchmark dropped by ~10x because the |
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360 | 385 | "working set" of sectors visited no longer fit in the drive's cache and |
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361 | 386 | the workload switched from streaming to random I/O. |
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362 | 387 | |
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363 | 388 | What we should really be doing is have workers read filenames from a |
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364 | 389 | ordered queue. This preserves locality and also keeps any worker from |
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365 | 390 | getting more than one file out of balance. |
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366 | 391 | ''' |
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367 | 392 | for i in range(nslices): |
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368 | 393 | yield lst[i::nslices] |
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