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1 | 1 | #!/usr/bin/env python |
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2 | 2 | # encoding: utf-8 |
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3 | 3 | |
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4 | 4 | """Start an IPython cluster = (controller + engines).""" |
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5 | 5 | |
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6 | 6 | #----------------------------------------------------------------------------- |
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7 | 7 | # Copyright (C) 2008 The IPython Development Team |
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8 | 8 | # |
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9 | 9 | # Distributed under the terms of the BSD License. The full license is in |
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10 | 10 | # the file COPYING, distributed as part of this software. |
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11 | 11 | #----------------------------------------------------------------------------- |
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12 | 12 | |
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13 | 13 | #----------------------------------------------------------------------------- |
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14 | 14 | # Imports |
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15 | 15 | #----------------------------------------------------------------------------- |
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16 | 16 | |
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17 | 17 | import os |
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18 | 18 | import re |
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19 | 19 | import sys |
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20 | 20 | import signal |
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21 | 21 | pjoin = os.path.join |
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22 | 22 | |
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23 | 23 | from twisted.internet import reactor, defer |
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24 | 24 | from twisted.internet.protocol import ProcessProtocol |
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25 | from twisted.python import failure, log | |
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26 | 25 | from twisted.internet.error import ProcessDone, ProcessTerminated |
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27 | 26 | from twisted.internet.utils import getProcessOutput |
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27 | from twisted.python import failure, log | |
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28 | 28 | |
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29 | 29 | from IPython.external import argparse |
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30 | 30 | from IPython.external import Itpl |
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31 | from IPython.kernel.twistedutil import gatherBoth | |
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32 | from IPython.kernel.util import printer | |
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33 | 31 | from IPython.genutils import get_ipython_dir, num_cpus |
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34 | 32 | from IPython.kernel.fcutil import have_crypto |
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35 | 33 | from IPython.kernel.error import SecurityError |
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34 | from IPython.kernel.fcutil import have_crypto | |
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35 | from IPython.kernel.twistedutil import gatherBoth | |
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36 | from IPython.kernel.util import printer | |
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37 | ||
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36 | 38 | |
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37 | 39 | #----------------------------------------------------------------------------- |
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38 | 40 | # General process handling code |
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39 | 41 | #----------------------------------------------------------------------------- |
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40 | 42 | |
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41 | 43 | def find_exe(cmd): |
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42 | 44 | try: |
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43 | 45 | import win32api |
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44 | 46 | except ImportError: |
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45 | 47 | raise ImportError('you need to have pywin32 installed for this to work') |
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46 | 48 | else: |
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47 | 49 | try: |
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48 | 50 |
|
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49 | 51 | except: |
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50 | 52 |
|
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51 | 53 | return path |
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52 | 54 | |
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53 | 55 | class ProcessStateError(Exception): |
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54 | 56 | pass |
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55 | 57 | |
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56 | 58 | class UnknownStatus(Exception): |
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57 | 59 | pass |
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58 | 60 | |
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59 | 61 | class LauncherProcessProtocol(ProcessProtocol): |
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60 | 62 | """ |
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61 | 63 | A ProcessProtocol to go with the ProcessLauncher. |
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62 | 64 | """ |
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63 | 65 | def __init__(self, process_launcher): |
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64 | 66 | self.process_launcher = process_launcher |
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65 | 67 | |
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66 | 68 | def connectionMade(self): |
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67 | 69 | self.process_launcher.fire_start_deferred(self.transport.pid) |
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68 | 70 | |
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69 | 71 | def processEnded(self, status): |
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70 | 72 | value = status.value |
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71 | 73 | if isinstance(value, ProcessDone): |
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72 | 74 | self.process_launcher.fire_stop_deferred(0) |
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73 | 75 | elif isinstance(value, ProcessTerminated): |
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74 | 76 | self.process_launcher.fire_stop_deferred( |
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75 | 77 | {'exit_code':value.exitCode, |
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76 | 78 | 'signal':value.signal, |
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77 | 79 | 'status':value.status |
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78 | 80 | } |
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79 | 81 | ) |
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80 | 82 | else: |
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81 | 83 | raise UnknownStatus("unknown exit status, this is probably a bug in Twisted") |
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82 | 84 | |
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83 | 85 | def outReceived(self, data): |
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84 | 86 | log.msg(data) |
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85 | 87 | |
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86 | 88 | def errReceived(self, data): |
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87 | 89 | log.err(data) |
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88 | 90 | |
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89 | 91 | class ProcessLauncher(object): |
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90 | 92 | """ |
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91 | 93 | Start and stop an external process in an asynchronous manner. |
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92 | 94 | |
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93 | 95 | Currently this uses deferreds to notify other parties of process state |
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94 | 96 | changes. This is an awkward design and should be moved to using |
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95 | 97 | a formal NotificationCenter. |
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96 | 98 | """ |
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97 | 99 | def __init__(self, cmd_and_args): |
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98 | 100 | self.cmd = cmd_and_args[0] |
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99 | 101 | self.args = cmd_and_args |
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100 | 102 | self._reset() |
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101 | 103 | |
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102 | 104 | def _reset(self): |
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103 | 105 | self.process_protocol = None |
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104 | 106 | self.pid = None |
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105 | 107 | self.start_deferred = None |
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106 | 108 | self.stop_deferreds = [] |
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107 | 109 | self.state = 'before' # before, running, or after |
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108 | 110 | |
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109 | 111 | @property |
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110 | 112 | def running(self): |
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111 | 113 | if self.state == 'running': |
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112 | 114 | return True |
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113 | 115 | else: |
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114 | 116 | return False |
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115 | 117 | |
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116 | 118 | def fire_start_deferred(self, pid): |
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117 | 119 | self.pid = pid |
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118 | 120 | self.state = 'running' |
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119 | 121 | log.msg('Process %r has started with pid=%i' % (self.args, pid)) |
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120 | 122 | self.start_deferred.callback(pid) |
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121 | 123 | |
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122 | 124 | def start(self): |
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123 | 125 | if self.state == 'before': |
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124 | 126 | self.process_protocol = LauncherProcessProtocol(self) |
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125 | 127 | self.start_deferred = defer.Deferred() |
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126 | 128 | self.process_transport = reactor.spawnProcess( |
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127 | 129 | self.process_protocol, |
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128 | 130 | self.cmd, |
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129 | 131 | self.args, |
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130 | 132 | env=os.environ |
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131 | 133 | ) |
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132 | 134 | return self.start_deferred |
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133 | 135 | else: |
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134 | 136 | s = 'the process has already been started and has state: %r' % \ |
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135 | 137 | self.state |
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136 | 138 | return defer.fail(ProcessStateError(s)) |
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137 | 139 | |
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138 | 140 | def get_stop_deferred(self): |
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139 | 141 | if self.state == 'running' or self.state == 'before': |
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140 | 142 | d = defer.Deferred() |
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141 | 143 | self.stop_deferreds.append(d) |
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142 | 144 | return d |
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143 | 145 | else: |
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144 | 146 | s = 'this process is already complete' |
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145 | 147 | return defer.fail(ProcessStateError(s)) |
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146 | 148 | |
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147 | 149 | def fire_stop_deferred(self, exit_code): |
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148 | 150 | log.msg('Process %r has stopped with %r' % (self.args, exit_code)) |
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149 | 151 | self.state = 'after' |
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150 | 152 | for d in self.stop_deferreds: |
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151 | 153 | d.callback(exit_code) |
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152 | 154 | |
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153 | 155 | def signal(self, sig): |
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154 | 156 | """ |
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155 | 157 | Send a signal to the process. |
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156 | 158 | |
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157 | 159 | The argument sig can be ('KILL','INT', etc.) or any signal number. |
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158 | 160 | """ |
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159 | 161 | if self.state == 'running': |
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160 | 162 | self.process_transport.signalProcess(sig) |
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161 | 163 | |
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162 | 164 | # def __del__(self): |
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163 | 165 | # self.signal('KILL') |
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164 | 166 | |
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165 | 167 | def interrupt_then_kill(self, delay=1.0): |
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166 | 168 | self.signal('INT') |
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167 | 169 | reactor.callLater(delay, self.signal, 'KILL') |
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168 | 170 | |
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169 | 171 | |
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170 | 172 | #----------------------------------------------------------------------------- |
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171 | 173 | # Code for launching controller and engines |
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172 | 174 | #----------------------------------------------------------------------------- |
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173 | 175 | |
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174 | 176 | |
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175 | 177 | class ControllerLauncher(ProcessLauncher): |
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176 | 178 | |
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177 | 179 | def __init__(self, extra_args=None): |
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178 | 180 | if sys.platform == 'win32': |
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179 | 181 | # This logic is needed because the ipcontroller script doesn't |
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180 | 182 | # always get installed in the same way or in the same location. |
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181 | 183 | from IPython.kernel.scripts import ipcontroller |
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182 | 184 | script_location = ipcontroller.__file__.replace('.pyc', '.py') |
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183 | 185 | # The -u option here turns on unbuffered output, which is required |
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184 | 186 | # on Win32 to prevent wierd conflict and problems with Twisted |
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185 | 187 | args = [find_exe('python'), '-u', script_location] |
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186 | 188 | else: |
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187 | 189 | args = ['ipcontroller'] |
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188 | 190 | self.extra_args = extra_args |
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189 | 191 | if extra_args is not None: |
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190 | 192 | args.extend(extra_args) |
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191 | 193 | |
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192 | 194 | ProcessLauncher.__init__(self, args) |
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193 | 195 | |
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194 | 196 | |
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195 | 197 | class EngineLauncher(ProcessLauncher): |
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196 | 198 | |
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197 | 199 | def __init__(self, extra_args=None): |
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198 | 200 | if sys.platform == 'win32': |
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199 | 201 | # This logic is needed because the ipcontroller script doesn't |
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200 | 202 | # always get installed in the same way or in the same location. |
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201 | 203 | from IPython.kernel.scripts import ipengine |
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202 | 204 | script_location = ipengine.__file__.replace('.pyc', '.py') |
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203 | 205 | # The -u option here turns on unbuffered output, which is required |
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204 | 206 | # on Win32 to prevent wierd conflict and problems with Twisted |
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205 | 207 | args = [find_exe('python'), '-u', script_location] |
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206 | 208 | else: |
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207 | 209 | args = ['ipengine'] |
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208 | 210 | self.extra_args = extra_args |
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209 | 211 | if extra_args is not None: |
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210 | 212 | args.extend(extra_args) |
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211 | 213 | |
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212 | 214 | ProcessLauncher.__init__(self, args) |
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213 | 215 | |
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214 | 216 | |
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215 | 217 | class LocalEngineSet(object): |
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216 | 218 | |
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217 | 219 | def __init__(self, extra_args=None): |
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218 | 220 | self.extra_args = extra_args |
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219 | 221 | self.launchers = [] |
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220 | 222 | |
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221 | 223 | def start(self, n): |
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222 | 224 | dlist = [] |
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223 | 225 | for i in range(n): |
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224 | 226 | el = EngineLauncher(extra_args=self.extra_args) |
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225 | 227 | d = el.start() |
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226 | 228 | self.launchers.append(el) |
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227 | 229 | dlist.append(d) |
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228 | 230 | dfinal = gatherBoth(dlist, consumeErrors=True) |
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229 | 231 | dfinal.addCallback(self._handle_start) |
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230 | 232 | return dfinal |
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231 | 233 | |
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232 | 234 | def _handle_start(self, r): |
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233 | 235 | log.msg('Engines started with pids: %r' % r) |
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234 | 236 | return r |
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235 | 237 | |
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236 | 238 | def _handle_stop(self, r): |
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237 | 239 | log.msg('Engines received signal: %r' % r) |
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238 | 240 | return r |
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239 | 241 | |
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240 | 242 | def signal(self, sig): |
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241 | 243 | dlist = [] |
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242 | 244 | for el in self.launchers: |
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243 | 245 | d = el.get_stop_deferred() |
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244 | 246 | dlist.append(d) |
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245 | 247 | el.signal(sig) |
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246 | 248 | dfinal = gatherBoth(dlist, consumeErrors=True) |
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247 | 249 | dfinal.addCallback(self._handle_stop) |
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248 | 250 | return dfinal |
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249 | 251 | |
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250 | 252 | def interrupt_then_kill(self, delay=1.0): |
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251 | 253 | dlist = [] |
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252 | 254 | for el in self.launchers: |
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253 | 255 | d = el.get_stop_deferred() |
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254 | 256 | dlist.append(d) |
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255 | 257 | el.interrupt_then_kill(delay) |
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256 | 258 | dfinal = gatherBoth(dlist, consumeErrors=True) |
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257 | 259 | dfinal.addCallback(self._handle_stop) |
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258 | 260 | return dfinal |
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259 | 261 | |
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260 | 262 | |
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261 | 263 | class BatchEngineSet(object): |
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262 | 264 | |
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263 | 265 | # Subclasses must fill these in. See PBSEngineSet |
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264 | 266 | submit_command = '' |
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265 | 267 | delete_command = '' |
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266 | 268 | job_id_regexp = '' |
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267 | 269 | |
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268 | 270 | def __init__(self, template_file, **kwargs): |
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269 | 271 | self.template_file = template_file |
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270 | 272 | self.context = {} |
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271 | 273 | self.context.update(kwargs) |
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272 | 274 | self.batch_file = self.template_file+'-run' |
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273 | 275 | |
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274 | 276 | def parse_job_id(self, output): |
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275 | 277 | m = re.match(self.job_id_regexp, output) |
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276 | 278 | if m is not None: |
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277 | 279 | job_id = m.group() |
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278 | 280 | else: |
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279 | 281 | raise Exception("job id couldn't be determined: %s" % output) |
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280 | 282 | self.job_id = job_id |
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281 | 283 | log.msg('Job started with job id: %r' % job_id) |
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282 | 284 | return job_id |
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283 | 285 | |
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284 | 286 | def write_batch_script(self, n): |
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285 | 287 | self.context['n'] = n |
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286 | 288 | template = open(self.template_file, 'r').read() |
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287 | 289 | log.msg('Using template for batch script: %s' % self.template_file) |
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288 | 290 | script_as_string = Itpl.itplns(template, self.context) |
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289 | 291 | log.msg('Writing instantiated batch script: %s' % self.batch_file) |
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290 | 292 | f = open(self.batch_file,'w') |
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291 | 293 | f.write(script_as_string) |
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292 | 294 | f.close() |
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293 | 295 | |
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294 | 296 | def handle_error(self, f): |
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295 | 297 | f.printTraceback() |
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296 | 298 | f.raiseException() |
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297 | 299 | |
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298 | 300 | def start(self, n): |
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299 | 301 | self.write_batch_script(n) |
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300 | 302 | d = getProcessOutput(self.submit_command, |
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301 | 303 | [self.batch_file],env=os.environ) |
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302 | 304 | d.addCallback(self.parse_job_id) |
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303 | 305 | d.addErrback(self.handle_error) |
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304 | 306 | return d |
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305 | 307 |
|
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306 | 308 | def kill(self): |
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307 | 309 | d = getProcessOutput(self.delete_command, |
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308 | 310 | [self.job_id],env=os.environ) |
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309 | 311 | return d |
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310 | 312 | |
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311 | 313 | class PBSEngineSet(BatchEngineSet): |
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312 | 314 | |
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313 | 315 | submit_command = 'qsub' |
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314 | 316 | delete_command = 'qdel' |
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315 | 317 | job_id_regexp = '\d+' |
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316 | 318 | |
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317 | 319 | def __init__(self, template_file, **kwargs): |
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318 | 320 | BatchEngineSet.__init__(self, template_file, **kwargs) |
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319 | 321 | |
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320 | 322 | |
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321 | 323 | #----------------------------------------------------------------------------- |
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322 | 324 | # Main functions for the different types of clusters |
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323 | 325 | #----------------------------------------------------------------------------- |
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324 | 326 | |
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325 | 327 | # TODO: |
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326 | 328 | # The logic in these codes should be moved into classes like LocalCluster |
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327 | 329 | # MpirunCluster, PBSCluster, etc. This would remove alot of the duplications. |
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328 | 330 | # The main functions should then just parse the command line arguments, create |
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329 | 331 | # the appropriate class and call a 'start' method. |
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330 | 332 | |
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331 | 333 | def check_security(args, cont_args): |
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332 | 334 | if (not args.x or not args.y) and not have_crypto: |
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333 | 335 | log.err(""" |
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334 | 336 | OpenSSL/pyOpenSSL is not available, so we can't run in secure mode. |
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335 | 337 | Try running ipcluster with the -xy flags: ipcluster local -xy -n 4""") |
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336 | 338 | reactor.stop() |
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337 | 339 | return False |
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338 | 340 | if args.x: |
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339 | 341 | cont_args.append('-x') |
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340 | 342 | if args.y: |
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341 | 343 | cont_args.append('-y') |
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342 | 344 | return True |
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343 | 345 | |
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344 | 346 | def main_local(args): |
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345 | 347 | cont_args = [] |
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346 | 348 | cont_args.append('--logfile=%s' % pjoin(args.logdir,'ipcontroller')) |
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347 | 349 | |
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348 | 350 | # Check security settings before proceeding |
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349 |
|
|
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350 |
|
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351 | if not check_security(args, cont_args): | |
|
352 | return | |
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351 | 353 | |
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352 | 354 | cl = ControllerLauncher(extra_args=cont_args) |
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353 | 355 | dstart = cl.start() |
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354 | 356 | def start_engines(cont_pid): |
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355 | 357 | engine_args = [] |
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356 | 358 | engine_args.append('--logfile=%s' % \ |
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357 | 359 | pjoin(args.logdir,'ipengine%s-' % cont_pid)) |
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358 | 360 | eset = LocalEngineSet(extra_args=engine_args) |
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359 | 361 | def shutdown(signum, frame): |
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360 | 362 | log.msg('Stopping local cluster') |
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361 | 363 | # We are still playing with the times here, but these seem |
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362 | 364 | # to be reliable in allowing everything to exit cleanly. |
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363 | 365 | eset.interrupt_then_kill(0.5) |
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364 | 366 | cl.interrupt_then_kill(0.5) |
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365 | 367 | reactor.callLater(1.0, reactor.stop) |
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366 | 368 | signal.signal(signal.SIGINT,shutdown) |
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367 | 369 | d = eset.start(args.n) |
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368 | 370 | return d |
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369 | 371 | def delay_start(cont_pid): |
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370 | 372 | # This is needed because the controller doesn't start listening |
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371 | 373 | # right when it starts and the controller needs to write |
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372 | 374 | # furl files for the engine to pick up |
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373 | 375 | reactor.callLater(1.0, start_engines, cont_pid) |
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374 | 376 | dstart.addCallback(delay_start) |
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375 | 377 | dstart.addErrback(lambda f: f.raiseException()) |
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376 | 378 | |
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377 | 379 | def main_mpirun(args): |
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378 | 380 | cont_args = [] |
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379 | 381 | cont_args.append('--logfile=%s' % pjoin(args.logdir,'ipcontroller')) |
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380 | 382 | |
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381 | 383 | # Check security settings before proceeding |
|
382 |
|
|
|
383 |
|
|
|
384 | if not check_security(args, cont_args): | |
|
385 | return | |
|
384 | 386 | |
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385 | 387 | cl = ControllerLauncher(extra_args=cont_args) |
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386 | 388 | dstart = cl.start() |
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387 | 389 | def start_engines(cont_pid): |
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388 | 390 | raw_args = ['mpirun'] |
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389 | 391 | raw_args.extend(['-n',str(args.n)]) |
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390 | 392 | raw_args.append('ipengine') |
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391 | 393 | raw_args.append('-l') |
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392 | 394 | raw_args.append(pjoin(args.logdir,'ipengine%s-' % cont_pid)) |
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393 | 395 | if args.mpi: |
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394 | 396 | raw_args.append('--mpi=%s' % args.mpi) |
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395 | 397 | eset = ProcessLauncher(raw_args) |
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396 | 398 | def shutdown(signum, frame): |
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397 | 399 | log.msg('Stopping local cluster') |
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398 | 400 | # We are still playing with the times here, but these seem |
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399 | 401 | # to be reliable in allowing everything to exit cleanly. |
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400 | 402 | eset.interrupt_then_kill(1.0) |
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401 | 403 | cl.interrupt_then_kill(1.0) |
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402 | 404 | reactor.callLater(2.0, reactor.stop) |
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403 | 405 | signal.signal(signal.SIGINT,shutdown) |
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404 | 406 | d = eset.start() |
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405 | 407 | return d |
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406 | 408 | def delay_start(cont_pid): |
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407 | 409 | # This is needed because the controller doesn't start listening |
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408 | 410 | # right when it starts and the controller needs to write |
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409 | 411 | # furl files for the engine to pick up |
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410 | 412 | reactor.callLater(1.0, start_engines, cont_pid) |
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411 | 413 | dstart.addCallback(delay_start) |
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412 | 414 | dstart.addErrback(lambda f: f.raiseException()) |
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413 | 415 | |
|
414 | 416 | def main_pbs(args): |
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415 | 417 | cont_args = [] |
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416 | 418 | cont_args.append('--logfile=%s' % pjoin(args.logdir,'ipcontroller')) |
|
417 | 419 | |
|
418 | 420 | # Check security settings before proceeding |
|
419 |
|
|
|
420 |
|
|
|
421 | if not check_security(args, cont_args): | |
|
422 | return | |
|
421 | 423 | |
|
422 | 424 | cl = ControllerLauncher(extra_args=cont_args) |
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423 | 425 | dstart = cl.start() |
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424 | 426 | def start_engines(r): |
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425 | 427 | pbs_set = PBSEngineSet(args.pbsscript) |
|
426 | 428 | def shutdown(signum, frame): |
|
427 | 429 | log.msg('Stopping pbs cluster') |
|
428 | 430 | d = pbs_set.kill() |
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429 | 431 | d.addBoth(lambda _: cl.interrupt_then_kill(1.0)) |
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430 | 432 | d.addBoth(lambda _: reactor.callLater(2.0, reactor.stop)) |
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431 | 433 | signal.signal(signal.SIGINT,shutdown) |
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432 | 434 | d = pbs_set.start(args.n) |
|
433 | 435 | return d |
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434 | 436 | dstart.addCallback(start_engines) |
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435 | 437 | dstart.addErrback(lambda f: f.raiseException()) |
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436 | 438 | |
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437 | 439 | |
|
438 | 440 | def get_args(): |
|
439 | 441 | base_parser = argparse.ArgumentParser(add_help=False) |
|
440 | 442 | base_parser.add_argument( |
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441 | 443 | '-x', |
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442 | 444 | action='store_true', |
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443 | 445 | dest='x', |
|
444 | 446 | help='turn off client security' |
|
445 | 447 | ) |
|
446 | 448 | base_parser.add_argument( |
|
447 | 449 | '-y', |
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448 | 450 | action='store_true', |
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449 | 451 | dest='y', |
|
450 | 452 | help='turn off engine security' |
|
451 | 453 | ) |
|
452 | 454 | base_parser.add_argument( |
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453 | 455 | "--logdir", |
|
454 | 456 | type=str, |
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455 | 457 | dest="logdir", |
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456 | 458 | help="directory to put log files (default=$IPYTHONDIR/log)", |
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457 | 459 | default=pjoin(get_ipython_dir(),'log') |
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458 | 460 | ) |
|
459 | 461 | base_parser.add_argument( |
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460 | 462 | "-n", |
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461 | 463 | "--num", |
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462 | 464 | type=int, |
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463 | 465 | dest="n", |
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464 | 466 | default=2, |
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465 | 467 | help="the number of engines to start" |
|
466 | 468 | ) |
|
467 | 469 | |
|
468 | 470 | parser = argparse.ArgumentParser( |
|
469 | 471 | description='IPython cluster startup. This starts a controller and\ |
|
470 | 472 | engines using various approaches. THIS IS A TECHNOLOGY PREVIEW AND\ |
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471 | 473 | THE API WILL CHANGE SIGNIFICANTLY BEFORE THE FINAL RELEASE.' |
|
472 | 474 | ) |
|
473 | 475 | subparsers = parser.add_subparsers( |
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474 | 476 | help='available cluster types. For help, do "ipcluster TYPE --help"') |
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475 | 477 | |
|
476 | 478 | parser_local = subparsers.add_parser( |
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477 | 479 | 'local', |
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478 | 480 | help='run a local cluster', |
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479 | 481 | parents=[base_parser] |
|
480 | 482 | ) |
|
481 | 483 | parser_local.set_defaults(func=main_local) |
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482 | 484 | |
|
483 | 485 | parser_mpirun = subparsers.add_parser( |
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484 | 486 | 'mpirun', |
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485 | 487 | help='run a cluster using mpirun', |
|
486 | 488 | parents=[base_parser] |
|
487 | 489 | ) |
|
488 | 490 | parser_mpirun.add_argument( |
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489 | 491 | "--mpi", |
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490 | 492 | type=str, |
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491 | 493 | dest="mpi", # Don't put a default here to allow no MPI support |
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492 | 494 | help="how to call MPI_Init (default=mpi4py)" |
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493 | 495 | ) |
|
494 | 496 | parser_mpirun.set_defaults(func=main_mpirun) |
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495 | 497 | |
|
496 | 498 | parser_pbs = subparsers.add_parser( |
|
497 | 499 | 'pbs', |
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498 | 500 | help='run a pbs cluster', |
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499 | 501 | parents=[base_parser] |
|
500 | 502 | ) |
|
501 | 503 | parser_pbs.add_argument( |
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502 | 504 | '--pbs-script', |
|
503 | 505 | type=str, |
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504 | 506 | dest='pbsscript', |
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505 | 507 | help='PBS script template', |
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506 | 508 | default='pbs.template' |
|
507 | 509 | ) |
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508 | 510 | parser_pbs.set_defaults(func=main_pbs) |
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509 | 511 | args = parser.parse_args() |
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510 | 512 | return args |
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511 | 513 | |
|
512 | 514 | def main(): |
|
513 | 515 | args = get_args() |
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514 | 516 | reactor.callWhenRunning(args.func, args) |
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515 | 517 | log.startLogging(sys.stdout) |
|
516 | 518 | reactor.run() |
|
517 | 519 | |
|
518 | 520 | if __name__ == '__main__': |
|
519 | 521 | main() |
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