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@@ -68,23 +68,23 b' c = get_config()' | |||
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68 | 68 | # MPIExec launchers |
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69 | 69 | #----------------------------------------------------------------------------- |
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70 | 70 | |
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71 |
# The mpiexec/mpirun command to use in |
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72 |
# c.MPIExec |
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71 | # The mpiexec/mpirun command to use in both the controller and engines. | |
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72 | # c.MPIExecLauncher.mpi_cmd = ['mpiexec'] | |
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73 | 73 | |
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74 | 74 | # Additional arguments to pass to the actual mpiexec command. |
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75 | # c.MPIExecLauncher.mpi_args = [] | |
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76 | ||
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77 | # The mpiexec/mpirun command and args can be overridden if they should be different | |
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78 | # for controller and engines. | |
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79 | # c.MPIExecControllerLauncher.mpi_cmd = ['mpiexec'] | |
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75 | 80 | # c.MPIExecControllerLauncher.mpi_args = [] |
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81 | # c.MPIExecEngineSetLauncher.mpi_cmd = ['mpiexec'] | |
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82 | # c.MPIExecEngineSetLauncher.mpi_args = [] | |
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76 | 83 | |
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77 | 84 | # The command line argument to call the controller with. |
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78 | 85 | # c.MPIExecControllerLauncher.controller_args = \ |
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79 | 86 | # ['--log-to-file','--log-level', '40'] |
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80 | 87 | |
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81 | ||
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82 | # The mpiexec/mpirun command to use in started the controller. | |
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83 | # c.MPIExecEngineSetLauncher.mpi_cmd = ['mpiexec'] | |
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84 | ||
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85 | # Additional arguments to pass to the actual mpiexec command. | |
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86 | # c.MPIExecEngineSetLauncher.mpi_args = [] | |
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87 | ||
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88 | 88 | # Command line argument passed to the engines. |
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89 | 89 | # c.MPIExecEngineSetLauncher.engine_args = ['--log-to-file','--log-level', '40'] |
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90 | 90 | |
@@ -95,28 +95,62 b' c = get_config()' | |||
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95 | 95 | # SSH launchers |
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96 | 96 | #----------------------------------------------------------------------------- |
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97 | 97 | |
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98 | # Todo | |
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98 | # ipclusterz can be used to launch controller and engines remotely via ssh. | |
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99 | # Note that currently ipclusterz does not do any file distribution, so if | |
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100 | # machines are not on a shared filesystem, config and json files must be | |
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101 | # distributed. For this reason, the reuse_files defaults to True on an | |
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102 | # ssh-launched Controller. This flag can be overridded by the program_args | |
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103 | # attribute of c.SSHControllerLauncher. | |
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104 | ||
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105 | # set the ssh cmd for launching remote commands. The default is ['ssh'] | |
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106 | # c.SSHLauncher.ssh_cmd = ['ssh'] | |
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107 | ||
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108 | # set the ssh cmd for launching remote commands. The default is ['ssh'] | |
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109 | # c.SSHLauncher.ssh_args = ['tt'] | |
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110 | ||
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111 | # Set the user and hostname for the controller | |
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112 | # c.SSHControllerLauncher.hostname = 'controller.example.com' | |
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113 | # c.SSHControllerLauncher.user = os.environ.get('USER','username') | |
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99 | 114 | |
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115 | # Set the arguments to be passed to ipcontrollerz | |
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116 | # note that remotely launched ipcontrollerz will not get the contents of | |
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117 | # the local ipcontrollerz_config.py unless it resides on the *remote host* | |
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118 | # in the location specified by the --cluster_dir argument. | |
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119 | # c.SSHControllerLauncher.program_args = ['-r', '-ip', '0.0.0.0', '--cluster_dir', '/path/to/cd'] | |
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120 | ||
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121 | # Set the default args passed to ipenginez for SSH launched engines | |
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122 | # c.SSHEngineSetLauncher.engine_args = ['--mpi', 'mpi4py'] | |
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123 | ||
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124 | # SSH engines are launched as a dict of locations/n-engines. | |
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125 | # if a value is a tuple instead of an int, it is assumed to be of the form | |
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126 | # (n, [args]), setting the arguments to passed to ipenginez on `host`. | |
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127 | # otherwise, c.SSHEngineSetLauncher.engine_args will be used as the default. | |
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128 | ||
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129 | # In this case, there will be 3 engines at my.example.com, and | |
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130 | # 2 at you@ipython.scipy.org with a special json connector location. | |
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131 | # c.SSHEngineSetLauncher.engines = {'my.example.com' : 3, | |
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132 | # 'you@ipython.scipy.org' : (2, ['-f', '/path/to/ipcontroller-engine.json']} | |
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133 | # } | |
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100 | 134 | |
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101 | 135 | #----------------------------------------------------------------------------- |
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102 | 136 | # Unix batch (PBS) schedulers launchers |
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103 | 137 | #----------------------------------------------------------------------------- |
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104 | 138 | |
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105 | 139 | # The command line program to use to submit a PBS job. |
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106 | # c.PBSControllerLauncher.submit_command = 'qsub' | |
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140 | # c.PBSControllerLauncher.submit_command = ['qsub'] | |
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107 | 141 | |
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108 | 142 | # The command line program to use to delete a PBS job. |
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109 | # c.PBSControllerLauncher.delete_command = 'qdel' | |
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143 | # c.PBSControllerLauncher.delete_command = ['qdel'] | |
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110 | 144 | |
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111 | 145 | # A regular expression that takes the output of qsub and find the job id. |
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112 | 146 | # c.PBSControllerLauncher.job_id_regexp = r'\d+' |
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113 | 147 | |
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114 | 148 | # The batch submission script used to start the controller. This is where |
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115 |
# environment variables would be setup, etc. This string is interp |
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149 | # environment variables would be setup, etc. This string is interpreted using | |
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116 | 150 | # the Itpl module in IPython.external. Basically, you can use ${n} for the |
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117 | 151 | # number of engine and ${cluster_dir} for the cluster_dir. |
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118 | 152 | # c.PBSControllerLauncher.batch_template = """ |
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119 | # #PBS -l nprocs=$n | |
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153 | # #PBS -N ipcontroller | |
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120 | 154 | # |
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121 | 155 | # ipcontrollerz --cluster-dir $cluster_dir |
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122 | 156 | # """ |
@@ -136,10 +170,11 b' c = get_config()' | |||
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136 | 170 | # c.PBSEngineSetLauncher.job_id_regexp = r'\d+' |
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137 | 171 | |
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138 | 172 | # The batch submission script used to start the engines. This is where |
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139 |
# environment variables would be setup, etc. This string is interp |
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173 | # environment variables would be setup, etc. This string is interpreted using | |
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140 | 174 | # the Itpl module in IPython.external. Basically, you can use ${n} for the |
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141 | 175 | # number of engine and ${cluster_dir} for the cluster_dir. |
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142 | 176 | # c.PBSEngineSetLauncher.batch_template = """ |
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177 | # #PBS -N ipcontroller | |
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143 | 178 | # #PBS -l nprocs=$n |
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144 | 179 | # |
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145 | 180 | # ipenginez --cluster-dir $cluster_dir$s |
@@ -10,9 +10,9 b'' | |||
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10 | 10 | # Imports |
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11 | 11 | #----------------------------------------------------------------------------- |
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12 | 12 | |
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13 | from .asyncresult import * | |
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14 | from .client import Client | |
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15 | from .dependency import * | |
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16 | from .remotefunction import * | |
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17 | from .view import * | |
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13 | # from .asyncresult import * | |
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14 | # from .client import Client | |
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15 | # from .dependency import * | |
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16 | # from .remotefunction import * | |
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17 | # from .view import * | |
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18 | 18 |
@@ -15,10 +15,10 b' Facilities for launching IPython processes asynchronously.' | |||
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15 | 15 | # Imports |
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16 | 16 | #----------------------------------------------------------------------------- |
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17 | 17 | |
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18 | import copy | |
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18 | 19 | import logging |
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19 | 20 | import os |
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20 | 21 | import re |
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21 | import sys | |
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22 | 22 | |
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23 | 23 | from signal import SIGINT, SIGTERM |
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24 | 24 | try: |
@@ -30,12 +30,9 b' from subprocess import Popen, PIPE, STDOUT' | |||
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30 | 30 | try: |
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31 | 31 | from subprocess import check_output |
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32 | 32 | except ImportError: |
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33 | # pre-2.7: | |
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34 | from StringIO import StringIO | |
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35 | ||
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33 | # pre-2.7, define check_output with Popen | |
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36 | 34 | def check_output(*args, **kwargs): |
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37 | sio = StringIO() | |
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38 | kwargs.update(dict(stdout=PIPE, stderr=STDOUT)) | |
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35 | kwargs.update(dict(stdout=PIPE)) | |
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39 | 36 | p = Popen(*args, **kwargs) |
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40 | 37 | out,err = p.communicate() |
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41 | 38 | return out |
@@ -44,7 +41,7 b' from zmq.eventloop import ioloop' | |||
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44 | 41 | |
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45 | 42 | from IPython.external import Itpl |
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46 | 43 | # from IPython.config.configurable import Configurable |
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47 | from IPython.utils.traitlets import Str, Int, List, Unicode, Dict, Instance | |
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44 | from IPython.utils.traitlets import Any, Str, Int, List, Unicode, Dict, Instance | |
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48 | 45 | from IPython.utils.path import get_ipython_module_path |
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49 | 46 | from IPython.utils.process import find_cmd, pycmd2argv, FindCmdError |
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50 | 47 | |
@@ -106,6 +103,10 b' class BaseLauncher(LoggingFactory):' | |||
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106 | 103 | # the --work-dir option. |
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107 | 104 | work_dir = Unicode(u'.') |
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108 | 105 | loop = Instance('zmq.eventloop.ioloop.IOLoop') |
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106 | ||
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107 | start_data = Any() | |
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108 | stop_data = Any() | |
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109 | ||
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109 | 110 | def _loop_default(self): |
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110 | 111 | return ioloop.IOLoop.instance() |
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111 | 112 | |
@@ -346,11 +347,13 b' class LocalEngineSetLauncher(BaseLauncher):' | |||
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346 | 347 | # launcher class |
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347 | 348 | launcher_class = LocalEngineLauncher |
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348 | 349 | |
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350 | launchers = Dict() | |
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351 | stop_data = Dict() | |
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352 | ||
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349 | 353 | def __init__(self, work_dir=u'.', config=None, **kwargs): |
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350 | 354 | super(LocalEngineSetLauncher, self).__init__( |
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351 | 355 | work_dir=work_dir, config=config, **kwargs |
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352 | 356 | ) |
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353 | self.launchers = {} | |
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354 | 357 | self.stop_data = {} |
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355 | 358 | |
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356 | 359 | def start(self, n, cluster_dir): |
@@ -360,7 +363,6 b' class LocalEngineSetLauncher(BaseLauncher):' | |||
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360 | 363 | for i in range(n): |
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361 | 364 | el = self.launcher_class(work_dir=self.work_dir, config=self.config, logname=self.log.name) |
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362 | 365 | # Copy the engine args over to each engine launcher. |
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363 | import copy | |
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364 | 366 | el.engine_args = copy.deepcopy(self.engine_args) |
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365 | 367 | el.on_stop(self._notice_engine_stopped) |
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366 | 368 | d = el.start(cluster_dir) |
@@ -397,7 +399,6 b' class LocalEngineSetLauncher(BaseLauncher):' | |||
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397 | 399 | return self.interrupt_then_kill() |
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398 | 400 | |
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399 | 401 | def _notice_engine_stopped(self, data): |
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400 | print "notice", data | |
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401 | 402 | pid = data['pid'] |
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402 | 403 | for idx,el in self.launchers.iteritems(): |
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403 | 404 | if el.process.pid == pid: |
@@ -429,7 +430,7 b' class MPIExecLauncher(LocalProcessLauncher):' | |||
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429 | 430 | |
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430 | 431 | def find_args(self): |
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431 | 432 | """Build self.args using all the fields.""" |
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432 | return self.mpi_cmd + ['-n', self.n] + self.mpi_args + \ | |
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433 | return self.mpi_cmd + ['-n', str(self.n)] + self.mpi_args + \ | |
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433 | 434 | self.program + self.program_args |
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434 | 435 | |
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435 | 436 | def start(self, n): |
@@ -460,26 +461,21 b' class MPIExecControllerLauncher(MPIExecLauncher):' | |||
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460 | 461 | |
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461 | 462 | class MPIExecEngineSetLauncher(MPIExecLauncher): |
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462 | 463 | |
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463 |
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464 | program = List(ipengine_cmd_argv, config=True) | |
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464 | 465 | # Command line arguments for ipengine. |
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465 |
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466 | program_args = List( | |
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466 | 467 | ['--log-to-file','--log-level', str(logging.INFO)], config=True |
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467 | 468 | ) |
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468 | 469 | n = Int(1, config=True) |
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469 | 470 | |
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470 | 471 | def start(self, n, cluster_dir): |
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471 | 472 | """Start n engines by profile or cluster_dir.""" |
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472 |
self. |
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473 | self.program_args.extend(['--cluster-dir', cluster_dir]) | |
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473 | 474 | self.cluster_dir = unicode(cluster_dir) |
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474 | 475 | self.n = n |
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475 | 476 | self.log.info('Starting MPIExecEngineSetLauncher: %r' % self.args) |
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476 | 477 | return super(MPIExecEngineSetLauncher, self).start(n) |
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477 | 478 | |
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478 | def find_args(self): | |
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479 | return self.mpi_cmd + ['-n', self.n] + self.mpi_args + \ | |
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480 | self.engine_cmd + self.engine_args | |
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481 | ||
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482 | ||
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483 | 479 | #----------------------------------------------------------------------------- |
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484 | 480 | # SSH launchers |
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485 | 481 | #----------------------------------------------------------------------------- |
@@ -499,11 +495,14 b' class SSHLauncher(LocalProcessLauncher):' | |||
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499 | 495 | program = List(['date'], config=True) |
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500 | 496 | program_args = List([], config=True) |
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501 | 497 | hostname = Str('', config=True) |
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502 |
user = Str( |
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498 | user = Str('', config=True) | |
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503 | 499 | location = Str('') |
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504 | 500 | |
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505 | 501 | def _hostname_changed(self, name, old, new): |
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506 | self.location = '%s@%s' % (self.user, new) | |
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502 | if self.user: | |
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503 | self.location = '%s@%s' % (self.user, new) | |
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504 | else: | |
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505 | self.location = new | |
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507 | 506 | |
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508 | 507 | def _user_changed(self, name, old, new): |
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509 | 508 | self.location = '%s@%s' % (new, self.hostname) |
@@ -513,12 +512,12 b' class SSHLauncher(LocalProcessLauncher):' | |||
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513 | 512 | self.program + self.program_args |
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514 | 513 | |
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515 | 514 | def start(self, cluster_dir, hostname=None, user=None): |
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516 | print self.config | |
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515 | self.cluster_dir = unicode(cluster_dir) | |
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517 | 516 | if hostname is not None: |
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518 | 517 | self.hostname = hostname |
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519 | 518 | if user is not None: |
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520 | 519 | self.user = user |
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521 | print (self.location, hostname, user) | |
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520 | ||
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522 | 521 | return super(SSHLauncher, self).start() |
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523 | 522 | |
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524 | 523 | def signal(self, sig): |
@@ -533,7 +532,7 b' class SSHControllerLauncher(SSHLauncher):' | |||
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533 | 532 | |
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534 | 533 | program = List(ipcontroller_cmd_argv, config=True) |
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535 | 534 | # Command line arguments to ipcontroller. |
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536 | program_args = List(['--log-to-file','--log-level', str(logging.INFO)], config=True) | |
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535 | program_args = List(['-r', '--log-to-file','--log-level', str(logging.INFO)], config=True) | |
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537 | 536 | |
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538 | 537 | |
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539 | 538 | class SSHEngineLauncher(SSHLauncher): |
@@ -545,6 +544,40 b' class SSHEngineLauncher(SSHLauncher):' | |||
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545 | 544 | |
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546 | 545 | class SSHEngineSetLauncher(LocalEngineSetLauncher): |
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547 | 546 | launcher_class = SSHEngineLauncher |
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547 | engines = Dict(config=True) | |
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548 | ||
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549 | def start(self, n, cluster_dir): | |
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550 | """Start engines by profile or cluster_dir. | |
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551 | `n` is ignored, and the `engines` config property is used instead. | |
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552 | """ | |
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553 | ||
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554 | self.cluster_dir = unicode(cluster_dir) | |
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555 | dlist = [] | |
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556 | for host, n in self.engines.iteritems(): | |
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557 | if isinstance(n, (tuple, list)): | |
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558 | n, args = n | |
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559 | else: | |
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560 | args = copy.deepcopy(self.engine_args) | |
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561 | ||
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562 | if '@' in host: | |
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563 | user,host = host.split('@',1) | |
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564 | else: | |
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565 | user=None | |
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566 | for i in range(n): | |
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567 | el = self.launcher_class(work_dir=self.work_dir, config=self.config, logname=self.log.name) | |
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568 | ||
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569 | # Copy the engine args over to each engine launcher. | |
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570 | i | |
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571 | el.program_args = args | |
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572 | el.on_stop(self._notice_engine_stopped) | |
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573 | d = el.start(cluster_dir, user=user, hostname=host) | |
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574 | if i==0: | |
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575 | self.log.info("Starting SSHEngineSetLauncher: %r" % el.args) | |
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576 | self.launchers[host+str(i)] = el | |
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577 | dlist.append(d) | |
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578 | self.notify_start(dlist) | |
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579 | return dlist | |
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580 | ||
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548 | 581 | |
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549 | 582 | |
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550 | 583 | #----------------------------------------------------------------------------- |
@@ -619,7 +652,7 b' class WindowsHPCLauncher(BaseLauncher):' | |||
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619 | 652 | stderr=STDOUT |
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620 | 653 | ) |
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621 | 654 | job_id = self.parse_job_id(output) |
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622 |
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655 | self.notify_start(job_id) | |
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623 | 656 | return job_id |
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624 | 657 | |
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625 | 658 | def stop(self): |
@@ -637,7 +670,7 b' class WindowsHPCLauncher(BaseLauncher):' | |||
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637 | 670 | ) |
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638 | 671 | except: |
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639 | 672 | output = 'The job already appears to be stoppped: %r' % self.job_id |
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640 | self.notify_stop(output) # Pass the output of the kill cmd | |
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673 | self.notify_stop(dict(job_id=self.job_id, output=output)) # Pass the output of the kill cmd | |
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641 | 674 | return output |
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642 | 675 | |
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643 | 676 | |
@@ -708,8 +741,6 b' class WindowsHPCEngineSetLauncher(WindowsHPCLauncher):' | |||
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708 | 741 | # Batch (PBS) system launchers |
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709 | 742 | #----------------------------------------------------------------------------- |
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710 | 743 | |
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711 | # TODO: Get PBS launcher working again. | |
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712 | ||
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713 | 744 | class BatchSystemLauncher(BaseLauncher): |
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714 | 745 | """Launch an external process using a batch system. |
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715 | 746 | |
@@ -743,7 +774,7 b' class BatchSystemLauncher(BaseLauncher):' | |||
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743 | 774 | |
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744 | 775 | |
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745 | 776 | def find_args(self): |
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746 | return [self.submit_command] | |
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777 | return [self.submit_command, self.batch_file] | |
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747 | 778 | |
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748 | 779 | def __init__(self, work_dir=u'.', config=None, **kwargs): |
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749 | 780 | super(BatchSystemLauncher, self).__init__( |
@@ -753,13 +784,13 b' class BatchSystemLauncher(BaseLauncher):' | |||
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753 | 784 | |
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754 | 785 | def parse_job_id(self, output): |
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755 | 786 | """Take the output of the submit command and return the job id.""" |
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756 |
m = re. |
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787 | m = re.search(self.job_id_regexp, output) | |
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757 | 788 | if m is not None: |
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758 | 789 | job_id = m.group() |
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759 | 790 | else: |
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760 | 791 | raise LauncherError("Job id couldn't be determined: %s" % output) |
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761 | 792 | self.job_id = job_id |
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762 |
self.log.info('Job st |
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793 | self.log.info('Job submitted with job id: %r' % job_id) | |
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763 | 794 | return job_id |
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764 | 795 | |
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765 | 796 | def write_batch_script(self, n): |
@@ -779,14 +810,15 b' class BatchSystemLauncher(BaseLauncher):' | |||
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779 | 810 | self.context['cluster_dir'] = cluster_dir |
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780 | 811 | self.cluster_dir = unicode(cluster_dir) |
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781 | 812 | self.write_batch_script(n) |
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782 |
output = check_output( |
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813 | output = check_output(self.args, env=os.environ) | |
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814 | ||
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783 | 815 | job_id = self.parse_job_id(output) |
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784 |
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816 | self.notify_start(job_id) | |
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785 | 817 | return job_id |
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786 | 818 | |
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787 | 819 | def stop(self): |
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788 |
output = check_output([self.delete_command, self.job_id], env=os.environ |
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789 |
self.notify_stop(output) |
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820 | output = check_output([self.delete_command, self.job_id], env=os.environ) | |
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821 | self.notify_stop(dict(job_id=self.job_id, output=output)) # Pass the output of the kill cmd | |
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790 | 822 | return output |
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791 | 823 | |
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792 | 824 |
@@ -59,15 +59,11 b' controller and engines in the following situations:' | |||
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59 | 59 | for testing or running on a multicore computer. |
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60 | 60 | 2. When engines are started using the :command:`mpirun` command that comes |
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61 | 61 | with most MPI [MPI]_ implementations |
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62 |
3. When engines are started using the PBS [PBS]_ batch system |
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62 | 3. When engines are started using the PBS [PBS]_ batch system | |
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63 | (or other `qsub` systems, such as SGE). | |
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63 | 64 | 4. When the controller is started on localhost and the engines are started on |
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64 | 65 | remote nodes using :command:`ssh`. |
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65 | ||
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66 | .. note:: | |
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67 | ||
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68 | It is also possible for advanced users to add support to | |
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69 | :command:`ipclusterz` for starting controllers and engines using other | |
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70 | methods (like Sun's Grid Engine for example). | |
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66 | 5. When engines are started using the Windows HPC Server batch system. | |
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71 | 67 | |
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72 | 68 | .. note:: |
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73 | 69 | |
@@ -75,16 +71,14 b' controller and engines in the following situations:' | |||
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75 | 71 | :file:`~/.ipython/cluster_<profile>/security` directory live on a shared filesystem that is |
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76 | 72 | seen by both the controller and engines. If you don't have a shared file |
|
77 | 73 | system you will need to use :command:`ipcontrollerz` and |
|
78 |
:command:`ipenginez` directly. |
|
|
79 | using the :command:`ssh` method to start the cluster. | |
|
74 | :command:`ipenginez` directly. | |
|
80 | 75 | |
|
81 | 76 | Under the hood, :command:`ipclusterz` just uses :command:`ipcontrollerz` |
|
82 | 77 | and :command:`ipenginez` to perform the steps described above. |
|
83 | 78 | |
|
84 | Using :command:`ipclusterz` in local mode | |
|
85 | ---------------------------------------- | |
|
86 | ||
|
87 | To start one controller and 4 engines on localhost, just do:: | |
|
79 | The simplest way to use ipclusterz requires no configuration, and will | |
|
80 | launch a controller and a number of engines on the local machine. For instance, | |
|
81 | to start one controller and 4 engines on localhost, just do:: | |
|
88 | 82 | |
|
89 | 83 | $ ipclusterz start -n 4 |
|
90 | 84 | |
@@ -92,17 +86,42 b' To see other command line options for the local mode, do::' | |||
|
92 | 86 | |
|
93 | 87 | $ ipclusterz -h |
|
94 | 88 | |
|
95 | .. note:: | |
|
96 | 89 | |
|
97 | The remainder of this section refers to the 0.10 clusterfile model, no longer in use. | |
|
98 | skip to | |
|
90 | Configuring an IPython cluster | |
|
91 | ============================== | |
|
99 | 92 | |
|
100 | Using :command:`ipclusterz` in mpiexec/mpirun mode | |
|
101 | ------------------------------------------------- | |
|
93 | Cluster configurations are stored as `profiles`. You can create a new profile with:: | |
|
94 | ||
|
95 | $ ipclusterz create -p myprofile | |
|
96 | ||
|
97 | This will create the directory :file:`IPYTHONDIR/clusterz_myprofile`, and populate it | |
|
98 | with the default configuration files for the three IPython cluster commands. Once | |
|
99 | you edit those files, you can continue to call ipclusterz/ipcontrollerz/ipenginez | |
|
100 | with no arguments beyond ``-p myprofile``, and any configuration will be maintained. | |
|
101 | ||
|
102 | There is no limit to the number of profiles you can have, so you can maintain a profile for each | |
|
103 | of your common use cases. The default profile will be used whenever the | |
|
104 | profile argument is not specified, so edit :file:`IPYTHONDIR/clusterz_default/*_config.py` to | |
|
105 | represent your most common use case. | |
|
106 | ||
|
107 | The configuration files are loaded with commented-out settings and explanations, | |
|
108 | which should cover most of the available possibilities. | |
|
109 | ||
|
110 | Using various batch systems with :command:`ipclusterz` | |
|
111 | ------------------------------------------------------ | |
|
112 | ||
|
113 | :command:`ipclusterz` has a notion of Launchers that can start controllers | |
|
114 | and engines with various remote execution schemes. Currently supported | |
|
115 | models include `mpiexec`, PBS-style (Torque, SGE), and Windows HPC Server. | |
|
102 | 116 | |
|
103 | 117 | .. note:: |
|
104 | 118 | |
|
105 | This section is out of date for IPython 0.11 | |
|
119 | The Launchers and configuration are designed in such a way that advanced | |
|
120 | users can subclass and configure them to fit their own system that we | |
|
121 | have not yet supported (such as Condor) | |
|
122 | ||
|
123 | Using :command:`ipclusterz` in mpiexec/mpirun mode | |
|
124 | -------------------------------------------------- | |
|
106 | 125 | |
|
107 | 126 | |
|
108 | 127 | The mpiexec/mpirun mode is useful if you: |
@@ -111,29 +130,47 b' The mpiexec/mpirun mode is useful if you:' | |||
|
111 | 130 | 2. Your systems are configured to use the :command:`mpiexec` or |
|
112 | 131 | :command:`mpirun` commands to start MPI processes. |
|
113 | 132 | |
|
114 | .. note:: | |
|
133 | If these are satisfied, you can create a new profile:: | |
|
134 | ||
|
135 | $ ipclusterz create -p mpi | |
|
136 | ||
|
137 | and edit the file :file:`IPYTHONDIR/clusterz_mpi/ipclusterz_config.py`. | |
|
115 | 138 | |
|
116 | The preferred command to use is :command:`mpiexec`. However, we also | |
|
117 | support :command:`mpirun` for backwards compatibility. The underlying | |
|
118 | logic used is exactly the same, the only difference being the name of the | |
|
119 | command line program that is called. | |
|
139 | There, instruct ipclusterz to use the MPIExec launchers by adding the lines: | |
|
120 | 140 | |
|
121 | If these are satisfied, you can start an IPython cluster using:: | |
|
141 | .. sourcecode:: python | |
|
142 | ||
|
143 | c.Global.engine_launcher = 'IPython.zmq.parallel.launcher.MPIExecEngineSetLauncher' | |
|
144 | ||
|
145 | If the default MPI configuration is correct, then you can now start your cluster, with:: | |
|
122 | 146 | |
|
123 |
$ ipclusterz |
|
|
147 | $ ipclusterz start -n 4 -p mpi | |
|
124 | 148 | |
|
125 | 149 | This does the following: |
|
126 | 150 | |
|
127 | 151 | 1. Starts the IPython controller on current host. |
|
128 | 152 | 2. Uses :command:`mpiexec` to start 4 engines. |
|
129 | 153 | |
|
154 | If you have a reason to also start the Controller with mpi, you can specify: | |
|
155 | ||
|
156 | .. sourcecode:: python | |
|
157 | ||
|
158 | c.Global.controller_launcher = 'IPython.zmq.parallel.launcher.MPIExecControllerLauncher' | |
|
159 | ||
|
160 | .. note:: | |
|
161 | ||
|
162 | The Controller *will not* be in the same MPI universe as the engines, so there is not | |
|
163 | much reason to do this unless sysadmins demand it. | |
|
164 | ||
|
130 | 165 | On newer MPI implementations (such as OpenMPI), this will work even if you |
|
131 | 166 | don't make any calls to MPI or call :func:`MPI_Init`. However, older MPI |
|
132 | 167 | implementations actually require each process to call :func:`MPI_Init` upon |
|
133 | 168 | starting. The easiest way of having this done is to install the mpi4py |
|
134 | [mpi4py]_ package and then call ipclusterz with the ``--mpi`` option:: | |
|
169 | [mpi4py]_ package and then specify the ``c.MPI.use`` option in :file:`ipenginez_config.py`: | |
|
170 | ||
|
171 | .. sourcecode:: python | |
|
135 | 172 | |
|
136 | $ ipclusterz mpiexec -n 4 --mpi=mpi4py | |
|
173 | c.MPI.use = 'mpi4py' | |
|
137 | 174 | |
|
138 | 175 | Unfortunately, even this won't work for some MPI implementations. If you are |
|
139 | 176 | having problems with this, you will likely have to use a custom Python |
@@ -142,23 +179,27 b' Fortunately, mpi4py comes with such a custom Python executable that is easy to' | |||
|
142 | 179 | install and use. However, this custom Python executable approach will not work |
|
143 | 180 | with :command:`ipclusterz` currently. |
|
144 | 181 | |
|
145 | Additional command line options for this mode can be found by doing:: | |
|
146 | ||
|
147 | $ ipclusterz mpiexec -h | |
|
148 | ||
|
149 | 182 | More details on using MPI with IPython can be found :ref:`here <parallelmpi>`. |
|
150 | 183 | |
|
151 | 184 | |
|
152 | 185 | Using :command:`ipclusterz` in PBS mode |
|
153 | -------------------------------------- | |
|
186 | --------------------------------------- | |
|
154 | 187 | |
|
155 | .. note:: | |
|
188 | The PBS mode uses the Portable Batch System [PBS]_ to start the engines. | |
|
189 | ||
|
190 | As usual, we will start by creating a fresh profile:: | |
|
191 | ||
|
192 | $ ipclusterz create -p pbs | |
|
193 | ||
|
194 | And in :file:`ipclusterz_config.py`, we will select the PBS launchers for the controller | |
|
195 | and engines: | |
|
156 | 196 | |
|
157 | This section is out of date for IPython 0.11 | |
|
197 | .. sourcecode:: python | |
|
158 | 198 | |
|
199 | c.Global.controller_launcher = 'IPython.zmq.parallel.launcher.PBSControllerLauncher' | |
|
200 | c.Global.engine_launcher = 'IPython.zmq.parallel.launcher.PBSEngineSetLauncher' | |
|
159 | 201 | |
|
160 | The PBS mode uses the Portable Batch System [PBS]_ to start the engines. To | |
|
161 | use this mode, you first need to create a PBS script template that will be | |
|
202 | To use this mode, you first need to create a PBS script template that will be | |
|
162 | 203 | used to start the engines. Here is a sample PBS script template: |
|
163 | 204 | |
|
164 | 205 | .. sourcecode:: bash |
@@ -171,8 +212,8 b' used to start the engines. Here is a sample PBS script template:' | |||
|
171 | 212 | |
|
172 | 213 | cd $$PBS_O_WORKDIR |
|
173 | 214 | export PATH=$$HOME/usr/local/bin |
|
174 |
export PYTHONPATH=$$HOME/usr/local/lib/python2. |
|
|
175 |
/usr/local/bin/mpiexec -n ${n} ipengine |
|
|
215 | export PYTHONPATH=$$HOME/usr/local/lib/python2.7/site-packages | |
|
216 | /usr/local/bin/mpiexec -n ${n} ipenginez --cluster_dir=${cluster_dir} | |
|
176 | 217 | |
|
177 | 218 | There are a few important points about this template: |
|
178 | 219 | |
@@ -182,107 +223,147 b' There are a few important points about this template:' | |||
|
182 | 223 | 2. Instead of putting in the actual number of engines, use the notation |
|
183 | 224 | ``${n}`` to indicate the number of engines to be started. You can also uses |
|
184 | 225 | expressions like ``${n/4}`` in the template to indicate the number of |
|
185 | nodes. | |
|
226 | nodes. There will always be a ${n} and ${cluster_dir} variable passed to the template. | |
|
227 | These allow the batch system to know how many engines, and where the configuration | |
|
228 | files reside. | |
|
186 | 229 | |
|
187 | 230 | 3. Because ``$`` is a special character used by the template engine, you must |
|
188 | 231 | escape any ``$`` by using ``$$``. This is important when referring to |
|
189 | 232 | environment variables in the template. |
|
190 | 233 | |
|
191 |
4. Any options to :command:`ipenginez` |
|
|
192 | template. | |
|
234 | 4. Any options to :command:`ipenginez` can be given in the batch script | |
|
235 | template, or in :file:`ipenginez_config.py`. | |
|
193 | 236 | |
|
194 | 237 | 5. Depending on the configuration of you system, you may have to set |
|
195 | 238 | environment variables in the script template. |
|
196 | 239 | |
|
197 | Once you have created such a script, save it with a name like | |
|
198 | :file:`pbs.template`. Now you are ready to start your job:: | |
|
240 | The controller template should be similar, but simpler: | |
|
241 | ||
|
242 | .. sourcecode:: bash | |
|
243 | ||
|
244 | #PBS -N ipython | |
|
245 | #PBS -j oe | |
|
246 | #PBS -l walltime=00:10:00 | |
|
247 | #PBS -l nodes=1:ppn=4 | |
|
248 | #PBS -q parallel | |
|
199 | 249 | |
|
200 | $ ipclusterz pbs -n 128 --pbs-script=pbs.template | |
|
250 | cd $$PBS_O_WORKDIR | |
|
251 | export PATH=$$HOME/usr/local/bin | |
|
252 | export PYTHONPATH=$$HOME/usr/local/lib/python2.7/site-packages | |
|
253 | ipcontrollerz --cluster_dir=${cluster_dir} | |
|
201 | 254 | |
|
202 | Additional command line options for this mode can be found by doing:: | |
|
203 | 255 | |
|
204 | $ ipclusterz pbs -h | |
|
256 | Once you have created these scripts, save them with names like | |
|
257 | :file:`pbs.engine.template`. Now you can load them into the :file:`ipclusterz_config` with: | |
|
205 | 258 | |
|
206 | Using :command:`ipclusterz` in SSH mode | |
|
207 | -------------------------------------- | |
|
259 | .. sourcecode:: python | |
|
260 | ||
|
261 | with open("pbs.engine.template") as f: | |
|
262 | c.PBSEngineSetLauncher.batch_template = f.read() | |
|
263 | ||
|
264 | with open("pbs.controller.template") as f: | |
|
265 | c.PBSControllerLauncher.batch_template = f.read() | |
|
266 | ||
|
267 | ||
|
268 | Alternately, you can just define the templates as strings inside :file:`ipclusterz_config`. | |
|
269 | ||
|
270 | Note that assuming you are running PBS on a multi-node cluster, the Controller's default behavior | |
|
271 | of listening only on localhost is likely too restrictive. In this case, also assuming the | |
|
272 | nodes are safely behind a firewall, you can simply instruct the Controller to listen for | |
|
273 | connections on all its interfaces, by adding in :file:`ipcontrollerz_config`: | |
|
274 | ||
|
275 | .. sourcecode:: python | |
|
276 | ||
|
277 | c.HubFactory.client_ip = '*' | |
|
278 | c.HubFactory.engine_ip = '*' | |
|
279 | ||
|
280 | You can now run the cluster with:: | |
|
281 | ||
|
282 | $ ipclusterz start -p pbs -n 128 | |
|
283 | ||
|
284 | Additional configuration options can be found in the PBS section of :file:`ipclusterz_config`. | |
|
208 | 285 | |
|
209 | 286 | .. note:: |
|
210 | 287 | |
|
211 | This section is out of date for IPython 0.11 | |
|
288 | Due to the flexibility of configuration, the PBS launchers work with simple changes | |
|
289 | to the template for other :command:`qsub`-using systems, such as Sun Grid Engine, | |
|
290 | and with further configuration in similar batch systems like Condor. | |
|
291 | ||
|
292 | ||
|
293 | Using :command:`ipclusterz` in SSH mode | |
|
294 | --------------------------------------- | |
|
212 | 295 | |
|
213 | 296 | |
|
214 | 297 | The SSH mode uses :command:`ssh` to execute :command:`ipenginez` on remote |
|
215 |
nodes and |
|
|
298 | nodes and :command:`ipcontrollerz` can be run remotely as well, or on localhost. | |
|
216 | 299 | |
|
217 | When using using this mode it highly recommended that you have set up SSH keys | |
|
218 | and are using ssh-agent [SSH]_ for password-less logins. | |
|
300 | .. note:: | |
|
219 | 301 | |
|
220 | To use this mode you need a python file describing the cluster, here is an | |
|
221 | example of such a "clusterfile": | |
|
302 | When using this mode it highly recommended that you have set up SSH keys | |
|
303 | and are using ssh-agent [SSH]_ for password-less logins. | |
|
222 | 304 | |
|
223 | .. sourcecode:: python | |
|
224 | ||
|
225 | send_furl = True | |
|
226 | engines = { 'host1.example.com' : 2, | |
|
227 | 'host2.example.com' : 5, | |
|
228 | 'host3.example.com' : 1, | |
|
229 | 'host4.example.com' : 8 } | |
|
305 | As usual, we start by creating a clean profile:: | |
|
230 | 306 | |
|
231 | Since this is a regular python file usual python syntax applies. Things to | |
|
232 | note: | |
|
307 | $ ipclusterz create -p ssh | |
|
233 | 308 | |
|
234 | * The `engines` dict, where the keys is the host we want to run engines on and | |
|
235 | the value is the number of engines to run on that host. | |
|
236 | * send_furl can either be `True` or `False`, if `True` it will copy over the | |
|
237 | furl needed for :command:`ipenginez` to each host. | |
|
309 | To use this mode, select the SSH launchers in :file:`ipclusterz_config.py`: | |
|
238 | 310 | |
|
239 | The ``--clusterfile`` command line option lets you specify the file to use for | |
|
240 | the cluster definition. Once you have your cluster file and you can | |
|
241 | :command:`ssh` into the remote hosts with out an password you are ready to | |
|
242 | start your cluster like so: | |
|
311 | .. sourcecode:: python | |
|
243 | 312 | |
|
244 | .. sourcecode:: bash | |
|
313 | c.Global.engine_launcher = 'IPython.zmq.parallel.launcher.PBSEngineSetLauncher' | |
|
314 | # and if the Controller is also to be remote: | |
|
315 | c.Global.controller_launcher = 'IPython.zmq.parallel.launcher.SSHControllerLauncher' | |
|
316 | ||
|
245 | 317 | |
|
246 | $ ipclusterz ssh --clusterfile /path/to/my/clusterfile.py | |
|
318 | The controller's remote location and configuration can be specified: | |
|
247 | 319 | |
|
320 | .. sourcecode:: python | |
|
248 | 321 | |
|
249 | Two helper shell scripts are used to start and stop :command:`ipenginez` on | |
|
250 | remote hosts: | |
|
322 | # Set the user and hostname for the controller | |
|
323 | # c.SSHControllerLauncher.hostname = 'controller.example.com' | |
|
324 | # c.SSHControllerLauncher.user = os.environ.get('USER','username') | |
|
251 | 325 | |
|
252 | * sshx.sh | |
|
253 | * engine_killer.sh | |
|
326 | # Set the arguments to be passed to ipcontrollerz | |
|
327 | # note that remotely launched ipcontrollerz will not get the contents of | |
|
328 | # the local ipcontrollerz_config.py unless it resides on the *remote host* | |
|
329 | # in the location specified by the --cluster_dir argument. | |
|
330 | # c.SSHControllerLauncher.program_args = ['-r', '-ip', '0.0.0.0', '--cluster_dir', '/path/to/cd'] | |
|
254 | 331 | |
|
255 | Defaults for both of these are contained in the source code for | |
|
256 | :command:`ipclusterz`. The default scripts are written to a local file in a | |
|
257 | tmep directory and then copied to a temp directory on the remote host and | |
|
258 | executed from there. On most Unix, Linux and OS X systems this is /tmp. | |
|
332 | .. note:: | |
|
259 | 333 | |
|
260 | The default sshx.sh is the following: | |
|
334 | SSH mode does not do any file movement, so you will need to distribute configuration | |
|
335 | files manually. To aid in this, the `reuse_files` flag defaults to True for ssh-launched | |
|
336 | Controllers, so you will only need to do this once, unless you override this flag back | |
|
337 | to False. | |
|
261 | 338 | |
|
262 | .. sourcecode:: bash | |
|
339 | Engines are specified in a dictionary, by hostname and the number of engines to be run | |
|
340 | on that host. | |
|
263 | 341 | |
|
264 | #!/bin/sh | |
|
265 | "$@" &> /dev/null & | |
|
266 | echo $! | |
|
342 | .. sourcecode:: python | |
|
343 | ||
|
344 | c.SSHEngineSetLauncher.engines = { 'host1.example.com' : 2, | |
|
345 | 'host2.example.com' : 5, | |
|
346 | 'host3.example.com' : (1, ['--cluster_dir', '/home/different/location']), | |
|
347 | 'host4.example.com' : 8 } | |
|
267 | 348 | |
|
268 | If you want to use a custom sshx.sh script you need to use the ``--sshx`` | |
|
269 | option and specify the file to use. Using a custom sshx.sh file could be | |
|
270 | helpful when you need to setup the environment on the remote host before | |
|
271 | executing :command:`ipenginez`. | |
|
349 | * The `engines` dict, where the keys are the host we want to run engines on and | |
|
350 | the value is the number of engines to run on that host. | |
|
351 | * on host3, the value is a tuple, where the number of engines is first, and the arguments | |
|
352 | to be passed to :command:`ipenginez` are the second element. | |
|
272 | 353 | |
|
273 | For a detailed options list: | |
|
354 | For engines without explicitly specified arguments, the default arguments are set in | |
|
355 | a single location: | |
|
274 | 356 | |
|
275 |
.. sourcecode:: |
|
|
357 | .. sourcecode:: python | |
|
276 | 358 | |
|
277 | $ ipclusterz ssh -h | |
|
359 | c.SSHEngineSetLauncher.engine_args = ['--cluster_dir', '/path/to/clusterz_ssh'] | |
|
278 | 360 | |
|
279 | 361 | Current limitations of the SSH mode of :command:`ipclusterz` are: |
|
280 | 362 | |
|
281 | 363 | * Untested on Windows. Would require a working :command:`ssh` on Windows. |
|
282 | 364 | Also, we are using shell scripts to setup and execute commands on remote |
|
283 | 365 | hosts. |
|
284 | * :command:`ipcontrollerz` is started on localhost, with no option to start it | |
|
285 | on a remote node. | |
|
366 | * No file movement - | |
|
286 | 367 | |
|
287 | 368 | Using the :command:`ipcontrollerz` and :command:`ipenginez` commands |
|
288 | 369 | ==================================================================== |
@@ -299,22 +380,22 b' local machine, do the following.' | |||
|
299 | 380 | |
|
300 | 381 | First start the controller:: |
|
301 | 382 | |
|
302 |
|
|
|
303 | ||
|
383 | $ ipcontrollerz | |
|
384 | ||
|
304 | 385 | Next, start however many instances of the engine you want using (repeatedly) |
|
305 | 386 | the command:: |
|
306 | 387 | |
|
307 |
|
|
|
388 | $ ipenginez | |
|
308 | 389 | |
|
309 | 390 | The engines should start and automatically connect to the controller using the |
|
310 |
JSON files in :file:`~/.ipython/cluster |
|
|
391 | JSON files in :file:`~/.ipython/clusterz_default/security`. You are now ready to use the | |
|
311 | 392 | controller and engines from IPython. |
|
312 | 393 | |
|
313 | 394 | .. warning:: |
|
314 | ||
|
315 |
|
|
|
316 |
|
|
|
317 |
|
|
|
395 | ||
|
396 | The order of the above operations may be important. You *must* | |
|
397 | start the controller before the engines, unless you are reusing connection | |
|
398 | information (via `-r`), in which case ordering is not important. | |
|
318 | 399 | |
|
319 | 400 | .. note:: |
|
320 | 401 | |
@@ -354,7 +435,7 b' The ``--file`` flag works like this::' | |||
|
354 | 435 | will just work! |
|
355 | 436 | |
|
356 | 437 | Make JSON files persistent |
|
357 |
-------------------------- |
|
|
438 | -------------------------- | |
|
358 | 439 | |
|
359 | 440 | At fist glance it may seem that that managing the JSON files is a bit |
|
360 | 441 | annoying. Going back to the house and key analogy, copying the JSON around |
@@ -363,22 +444,14 b' you want to unlock the door and enter your house. As with your house, you want' | |||
|
363 | 444 | to be able to create the key (or JSON file) once, and then simply use it at |
|
364 | 445 | any point in the future. |
|
365 | 446 | |
|
366 | This is possible, but before you do this, you **must** remove any old JSON | |
|
367 | files in the :file:`~/.ipython/cluster_<profile>/security` directory. | |
|
368 | ||
|
369 | .. warning:: | |
|
370 | ||
|
371 | You **must** remove old JSON files before using persistent JSON files. | |
|
372 | ||
|
373 | Then, the only thing you have to do is specify the registration port, so that | |
|
447 | To do this, the only thing you have to do is specify the `-r` flag, so that | |
|
374 | 448 | the connection information in the JSON files remains accurate:: |
|
375 | 449 | |
|
376 | 450 | $ ipcontrollerz -r --regport 12345 |
|
377 | 451 | |
|
378 | ||
|
379 | 452 | Then, just copy the JSON files over the first time and you are set. You can |
|
380 | 453 | start and stop the controller and engines any many times as you want in the |
|
381 |
future, just make sure to tell the controller to use the |
|
|
454 | future, just make sure to tell the controller to reuse the file. | |
|
382 | 455 | |
|
383 | 456 | .. note:: |
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384 | 457 | |
@@ -400,4 +473,18 b' Sending the log files to us will often help us to debug any problems.' | |||
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400 | 473 | .. [PBS] Portable Batch System. http://www.openpbs.org/ |
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401 | 474 | .. [SSH] SSH-Agent http://en.wikipedia.org/wiki/Ssh-agent |
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402 | 475 | |
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476 | Configuring `ipcontrollerz` | |
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477 | --------------------------- | |
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478 | ||
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479 | .. note:: | |
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480 | ||
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481 | TODO | |
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482 | ||
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483 | Configuring `ipenginez` | |
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484 | ----------------------- | |
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485 | ||
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486 | .. note:: | |
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487 | ||
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488 | TODO | |
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489 | ||
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403 | 490 |
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