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@@ -1,470 +1,471 b'' | |||
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1 | 1 | """An Application for launching a kernel |
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2 | 2 | |
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3 | 3 | Authors |
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4 | 4 | ------- |
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5 | 5 | * MinRK |
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6 | 6 | """ |
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7 | 7 | #----------------------------------------------------------------------------- |
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8 | 8 | # Copyright (C) 2011 The IPython Development Team |
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9 | 9 | # |
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10 | 10 | # Distributed under the terms of the BSD License. The full license is in |
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11 | 11 | # the file COPYING.txt, distributed as part of this software. |
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12 | 12 | #----------------------------------------------------------------------------- |
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13 | 13 | |
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14 | 14 | #----------------------------------------------------------------------------- |
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15 | 15 | # Imports |
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16 | 16 | #----------------------------------------------------------------------------- |
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17 | 17 | |
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18 | 18 | from __future__ import print_function |
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19 | 19 | |
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20 | 20 | # Standard library imports |
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21 | 21 | import atexit |
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22 | 22 | import json |
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23 | 23 | import os |
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24 | 24 | import sys |
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25 | 25 | import signal |
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26 | 26 | |
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27 | 27 | # System library imports |
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28 | 28 | import zmq |
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29 | 29 | from zmq.eventloop import ioloop |
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30 | 30 | from zmq.eventloop.zmqstream import ZMQStream |
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31 | 31 | |
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32 | 32 | # IPython imports |
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33 | 33 | from IPython.core.ultratb import FormattedTB |
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34 | 34 | from IPython.core.application import ( |
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35 | 35 | BaseIPythonApplication, base_flags, base_aliases, catch_config_error |
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36 | 36 | ) |
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37 | 37 | from IPython.core.profiledir import ProfileDir |
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38 | 38 | from IPython.core.shellapp import ( |
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39 | 39 | InteractiveShellApp, shell_flags, shell_aliases |
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40 | 40 | ) |
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41 | 41 | from IPython.utils import io |
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42 | 42 | from IPython.utils.localinterfaces import LOCALHOST |
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43 | 43 | from IPython.utils.path import filefind |
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44 | 44 | from IPython.utils.py3compat import str_to_bytes |
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45 | 45 | from IPython.utils.traitlets import ( |
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46 | 46 | Any, Instance, Dict, Unicode, Integer, Bool, CaselessStrEnum, |
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47 | 47 | DottedObjectName, |
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48 | 48 | ) |
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49 | 49 | from IPython.utils.importstring import import_item |
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50 | 50 | from IPython.kernel import write_connection_file |
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51 | 51 | |
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52 | 52 | # local imports |
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53 | 53 | from heartbeat import Heartbeat |
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54 | 54 | from ipkernel import Kernel |
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55 | 55 | from parentpoller import ParentPollerUnix, ParentPollerWindows |
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56 | 56 | from session import ( |
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57 | 57 | Session, session_flags, session_aliases, default_secure, |
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58 | 58 | ) |
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59 | 59 | from zmqshell import ZMQInteractiveShell |
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60 | 60 | |
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61 | 61 | #----------------------------------------------------------------------------- |
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62 | 62 | # Flags and Aliases |
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63 | 63 | #----------------------------------------------------------------------------- |
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64 | 64 | |
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65 | 65 | kernel_aliases = dict(base_aliases) |
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66 | 66 | kernel_aliases.update({ |
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67 | 67 | 'ip' : 'IPKernelApp.ip', |
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68 | 68 | 'hb' : 'IPKernelApp.hb_port', |
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69 | 69 | 'shell' : 'IPKernelApp.shell_port', |
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70 | 70 | 'iopub' : 'IPKernelApp.iopub_port', |
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71 | 71 | 'stdin' : 'IPKernelApp.stdin_port', |
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72 | 72 | 'control' : 'IPKernelApp.control_port', |
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73 | 73 | 'f' : 'IPKernelApp.connection_file', |
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74 | 74 | 'parent': 'IPKernelApp.parent_handle', |
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75 | 75 | 'transport': 'IPKernelApp.transport', |
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76 | 76 | }) |
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77 | 77 | if sys.platform.startswith('win'): |
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78 | 78 | kernel_aliases['interrupt'] = 'IPKernelApp.interrupt' |
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79 | 79 | |
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80 | 80 | kernel_flags = dict(base_flags) |
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81 | 81 | kernel_flags.update({ |
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82 | 82 | 'no-stdout' : ( |
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83 | 83 | {'IPKernelApp' : {'no_stdout' : True}}, |
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84 | 84 | "redirect stdout to the null device"), |
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85 | 85 | 'no-stderr' : ( |
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86 | 86 | {'IPKernelApp' : {'no_stderr' : True}}, |
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87 | 87 | "redirect stderr to the null device"), |
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88 | 88 | 'pylab' : ( |
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89 | 89 | {'IPKernelApp' : {'pylab' : 'auto'}}, |
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90 | 90 | """Pre-load matplotlib and numpy for interactive use with |
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91 | 91 | the default matplotlib backend."""), |
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92 | 92 | }) |
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93 | 93 | |
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94 | 94 | # inherit flags&aliases for any IPython shell apps |
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95 | 95 | kernel_aliases.update(shell_aliases) |
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96 | 96 | kernel_flags.update(shell_flags) |
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97 | 97 | |
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98 | 98 | # inherit flags&aliases for Sessions |
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99 | 99 | kernel_aliases.update(session_aliases) |
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100 | 100 | kernel_flags.update(session_flags) |
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101 | 101 | |
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102 | 102 | _ctrl_c_message = """\ |
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103 | 103 | NOTE: When using the `ipython kernel` entry point, Ctrl-C will not work. |
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104 | 104 | |
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105 | 105 | To exit, you will have to explicitly quit this process, by either sending |
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106 | 106 | "quit" from a client, or using Ctrl-\\ in UNIX-like environments. |
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107 | 107 | |
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108 | 108 | To read more about this, see https://github.com/ipython/ipython/issues/2049 |
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109 | 109 | |
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110 | 110 | """ |
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111 | 111 | |
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112 | 112 | #----------------------------------------------------------------------------- |
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113 | 113 | # Application class for starting an IPython Kernel |
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114 | 114 | #----------------------------------------------------------------------------- |
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115 | 115 | |
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116 | 116 | class IPKernelApp(BaseIPythonApplication, InteractiveShellApp): |
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117 | 117 | name='ipkernel' |
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118 | 118 | aliases = Dict(kernel_aliases) |
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119 | 119 | flags = Dict(kernel_flags) |
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120 | 120 | classes = [Kernel, ZMQInteractiveShell, ProfileDir, Session] |
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121 | 121 | # the kernel class, as an importstring |
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122 | 122 | kernel_class = DottedObjectName('IPython.kernel.zmq.ipkernel.Kernel', config=True, |
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123 | 123 | help="""The Kernel subclass to be used. |
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124 | 124 | |
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125 | 125 | This should allow easy re-use of the IPKernelApp entry point |
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126 | 126 | to configure and launch kernels other than IPython's own. |
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127 | 127 | """) |
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128 | 128 | kernel = Any() |
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129 | 129 | poller = Any() # don't restrict this even though current pollers are all Threads |
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130 | 130 | heartbeat = Instance(Heartbeat) |
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131 | 131 | session = Instance('IPython.kernel.zmq.session.Session') |
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132 | 132 | ports = Dict() |
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133 | 133 | |
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134 | 134 | # ipkernel doesn't get its own config file |
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135 | 135 | def _config_file_name_default(self): |
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136 | 136 | return 'ipython_config.py' |
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137 | 137 | |
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138 | 138 | # inherit config file name from parent: |
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139 | 139 | parent_appname = Unicode(config=True) |
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140 | 140 | def _parent_appname_changed(self, name, old, new): |
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141 | 141 | if self.config_file_specified: |
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142 | 142 | # it was manually specified, ignore |
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143 | 143 | return |
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144 | 144 | self.config_file_name = new.replace('-','_') + u'_config.py' |
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145 | 145 | # don't let this count as specifying the config file |
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146 | 146 | self.config_file_specified.remove(self.config_file_name) |
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147 | 147 | |
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148 | 148 | # connection info: |
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149 | 149 | transport = CaselessStrEnum(['tcp', 'ipc'], default_value='tcp', config=True) |
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150 | 150 | ip = Unicode(config=True, |
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151 | 151 | help="Set the IP or interface on which the kernel will listen.") |
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152 | 152 | def _ip_default(self): |
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153 | 153 | if self.transport == 'ipc': |
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154 | 154 | if self.connection_file: |
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155 | 155 | return os.path.splitext(self.abs_connection_file)[0] + '-ipc' |
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156 | 156 | else: |
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157 | 157 | return 'kernel-ipc' |
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158 | 158 | else: |
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159 | 159 | return LOCALHOST |
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160 | 160 | hb_port = Integer(0, config=True, help="set the heartbeat port [default: random]") |
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161 | 161 | shell_port = Integer(0, config=True, help="set the shell (ROUTER) port [default: random]") |
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162 | 162 | iopub_port = Integer(0, config=True, help="set the iopub (PUB) port [default: random]") |
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163 | 163 | stdin_port = Integer(0, config=True, help="set the stdin (ROUTER) port [default: random]") |
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164 | 164 | control_port = Integer(0, config=True, help="set the control (ROUTER) port [default: random]") |
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165 | 165 | connection_file = Unicode('', config=True, |
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166 | 166 | help="""JSON file in which to store connection info [default: kernel-<pid>.json] |
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167 | 167 | |
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168 | 168 | This file will contain the IP, ports, and authentication key needed to connect |
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169 | 169 | clients to this kernel. By default, this file will be created in the security dir |
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170 | 170 | of the current profile, but can be specified by absolute path. |
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171 | 171 | """) |
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172 | 172 | @property |
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173 | 173 | def abs_connection_file(self): |
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174 | 174 | if os.path.basename(self.connection_file) == self.connection_file: |
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175 | 175 | return os.path.join(self.profile_dir.security_dir, self.connection_file) |
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176 | 176 | else: |
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177 | 177 | return self.connection_file |
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178 | 178 | |
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179 | 179 | |
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180 | 180 | # streams, etc. |
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181 | 181 | no_stdout = Bool(False, config=True, help="redirect stdout to the null device") |
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182 | 182 | no_stderr = Bool(False, config=True, help="redirect stderr to the null device") |
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183 | 183 | outstream_class = DottedObjectName('IPython.kernel.zmq.iostream.OutStream', |
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184 | 184 | config=True, help="The importstring for the OutStream factory") |
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185 | 185 | displayhook_class = DottedObjectName('IPython.kernel.zmq.displayhook.ZMQDisplayHook', |
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186 | 186 | config=True, help="The importstring for the DisplayHook factory") |
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187 | 187 | |
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188 | 188 | # polling |
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189 | 189 | parent_handle = Integer(0, config=True, |
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190 | 190 | help="""kill this process if its parent dies. On Windows, the argument |
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191 | 191 | specifies the HANDLE of the parent process, otherwise it is simply boolean. |
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192 | 192 | """) |
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193 | 193 | interrupt = Integer(0, config=True, |
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194 | 194 | help="""ONLY USED ON WINDOWS |
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195 | 195 | Interrupt this process when the parent is signaled. |
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196 | 196 | """) |
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197 | 197 | |
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198 | 198 | def init_crash_handler(self): |
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199 | 199 | # Install minimal exception handling |
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200 | 200 | sys.excepthook = FormattedTB(mode='Verbose', color_scheme='NoColor', |
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201 | 201 | ostream=sys.__stdout__) |
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202 | 202 | |
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203 | 203 | def init_poller(self): |
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204 | 204 | if sys.platform == 'win32': |
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205 | 205 | if self.interrupt or self.parent_handle: |
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206 | 206 | self.poller = ParentPollerWindows(self.interrupt, self.parent_handle) |
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207 | 207 | elif self.parent_handle: |
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208 | 208 | self.poller = ParentPollerUnix() |
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209 | 209 | |
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210 | 210 | def _bind_socket(self, s, port): |
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211 | 211 | iface = '%s://%s' % (self.transport, self.ip) |
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212 | 212 | if self.transport == 'tcp': |
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213 | 213 | if port <= 0: |
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214 | 214 | port = s.bind_to_random_port(iface) |
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215 | 215 | else: |
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216 | 216 | s.bind("tcp://%s:%i" % (self.ip, port)) |
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217 | 217 | elif self.transport == 'ipc': |
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218 | 218 | if port <= 0: |
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219 | 219 | port = 1 |
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220 | 220 | path = "%s-%i" % (self.ip, port) |
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221 | 221 | while os.path.exists(path): |
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222 | 222 | port = port + 1 |
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223 | 223 | path = "%s-%i" % (self.ip, port) |
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224 | 224 | else: |
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225 | 225 | path = "%s-%i" % (self.ip, port) |
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226 | 226 | s.bind("ipc://%s" % path) |
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227 | 227 | return port |
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228 | 228 | |
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229 | 229 | def load_connection_file(self): |
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230 | 230 | """load ip/port/hmac config from JSON connection file""" |
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231 | 231 | try: |
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232 | 232 | fname = filefind(self.connection_file, ['.', self.profile_dir.security_dir]) |
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233 | 233 | except IOError: |
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234 | 234 | self.log.debug("Connection file not found: %s", self.connection_file) |
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235 | 235 | # This means I own it, so I will clean it up: |
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236 | 236 | atexit.register(self.cleanup_connection_file) |
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237 | 237 | return |
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238 | 238 | self.log.debug(u"Loading connection file %s", fname) |
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239 | 239 | with open(fname) as f: |
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240 | 240 | s = f.read() |
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241 | 241 | cfg = json.loads(s) |
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242 | 242 | self.transport = cfg.get('transport', self.transport) |
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243 | 243 | if self.ip == self._ip_default() and 'ip' in cfg: |
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244 | 244 | # not overridden by config or cl_args |
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245 | 245 | self.ip = cfg['ip'] |
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246 | 246 | for channel in ('hb', 'shell', 'iopub', 'stdin', 'control'): |
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247 | 247 | name = channel + '_port' |
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248 | 248 | if getattr(self, name) == 0 and name in cfg: |
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249 | 249 | # not overridden by config or cl_args |
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250 | 250 | setattr(self, name, cfg[name]) |
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251 | 251 | if 'key' in cfg: |
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252 | 252 | self.config.Session.key = str_to_bytes(cfg['key']) |
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253 | 253 | |
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254 | 254 | def write_connection_file(self): |
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255 | 255 | """write connection info to JSON file""" |
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256 | 256 | cf = self.abs_connection_file |
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257 | 257 | self.log.debug("Writing connection file: %s", cf) |
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258 | 258 | write_connection_file(cf, ip=self.ip, key=self.session.key, transport=self.transport, |
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259 | 259 | shell_port=self.shell_port, stdin_port=self.stdin_port, hb_port=self.hb_port, |
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260 | 260 | iopub_port=self.iopub_port, control_port=self.control_port) |
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261 | 261 | |
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262 | 262 | def cleanup_connection_file(self): |
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263 | 263 | cf = self.abs_connection_file |
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264 | 264 | self.log.debug("Cleaning up connection file: %s", cf) |
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265 | 265 | try: |
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266 | 266 | os.remove(cf) |
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267 | 267 | except (IOError, OSError): |
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268 | 268 | pass |
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269 | 269 | |
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270 | 270 | self.cleanup_ipc_files() |
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271 | 271 | |
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272 | 272 | def cleanup_ipc_files(self): |
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273 | 273 | """cleanup ipc files if we wrote them""" |
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274 | 274 | if self.transport != 'ipc': |
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275 | 275 | return |
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276 | 276 | for port in (self.shell_port, self.iopub_port, self.stdin_port, self.hb_port, self.control_port): |
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277 | 277 | ipcfile = "%s-%i" % (self.ip, port) |
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278 | 278 | try: |
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279 | 279 | os.remove(ipcfile) |
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280 | 280 | except (IOError, OSError): |
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281 | 281 | pass |
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282 | 282 | |
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283 | 283 | def init_connection_file(self): |
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284 | 284 | if not self.connection_file: |
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285 | 285 | self.connection_file = "kernel-%s.json"%os.getpid() |
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286 | 286 | try: |
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287 | 287 | self.load_connection_file() |
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288 | 288 | except Exception: |
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289 | 289 | self.log.error("Failed to load connection file: %r", self.connection_file, exc_info=True) |
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290 | 290 | self.exit(1) |
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291 | 291 | |
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292 | 292 | def init_sockets(self): |
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293 | 293 | # Create a context, a session, and the kernel sockets. |
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294 | 294 | self.log.info("Starting the kernel at pid: %i", os.getpid()) |
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295 | 295 | context = zmq.Context.instance() |
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296 | 296 | # Uncomment this to try closing the context. |
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297 | 297 | # atexit.register(context.term) |
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298 | 298 | |
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299 | 299 | self.shell_socket = context.socket(zmq.ROUTER) |
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300 | 300 | self.shell_port = self._bind_socket(self.shell_socket, self.shell_port) |
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301 | 301 | self.log.debug("shell ROUTER Channel on port: %i" % self.shell_port) |
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302 | 302 | |
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303 | 303 | self.iopub_socket = context.socket(zmq.PUB) |
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304 | 304 | self.iopub_port = self._bind_socket(self.iopub_socket, self.iopub_port) |
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305 | 305 | self.log.debug("iopub PUB Channel on port: %i" % self.iopub_port) |
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306 | 306 | |
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307 | 307 | self.stdin_socket = context.socket(zmq.ROUTER) |
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308 | 308 | self.stdin_port = self._bind_socket(self.stdin_socket, self.stdin_port) |
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309 | 309 | self.log.debug("stdin ROUTER Channel on port: %i" % self.stdin_port) |
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310 | 310 | |
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311 | 311 | self.control_socket = context.socket(zmq.ROUTER) |
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312 | 312 | self.control_port = self._bind_socket(self.control_socket, self.control_port) |
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313 | 313 | self.log.debug("control ROUTER Channel on port: %i" % self.control_port) |
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314 | 314 | |
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315 | 315 | def init_heartbeat(self): |
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316 | 316 | """start the heart beating""" |
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317 | 317 | # heartbeat doesn't share context, because it mustn't be blocked |
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318 | 318 | # by the GIL, which is accessed by libzmq when freeing zero-copy messages |
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319 | 319 | hb_ctx = zmq.Context() |
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320 | 320 | self.heartbeat = Heartbeat(hb_ctx, (self.transport, self.ip, self.hb_port)) |
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321 | 321 | self.hb_port = self.heartbeat.port |
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322 | 322 | self.log.debug("Heartbeat REP Channel on port: %i" % self.hb_port) |
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323 | 323 | self.heartbeat.start() |
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324 | 324 | |
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325 | 325 | def log_connection_info(self): |
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326 | 326 | """display connection info, and store ports""" |
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327 | 327 | basename = os.path.basename(self.connection_file) |
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328 | 328 | if basename == self.connection_file or \ |
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329 | 329 | os.path.dirname(self.connection_file) == self.profile_dir.security_dir: |
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330 | 330 | # use shortname |
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331 | 331 | tail = basename |
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332 | 332 | if self.profile != 'default': |
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333 | 333 | tail += " --profile %s" % self.profile |
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334 | 334 | else: |
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335 | 335 | tail = self.connection_file |
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336 | 336 | lines = [ |
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337 | 337 | "To connect another client to this kernel, use:", |
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338 | 338 | " --existing %s" % tail, |
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339 | 339 | ] |
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340 | 340 | # log connection info |
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341 | 341 | # info-level, so often not shown. |
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342 | 342 | # frontends should use the %connect_info magic |
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343 | 343 | # to see the connection info |
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344 | 344 | for line in lines: |
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345 | 345 | self.log.info(line) |
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346 | 346 | # also raw print to the terminal if no parent_handle (`ipython kernel`) |
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347 | 347 | if not self.parent_handle: |
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348 | 348 | io.rprint(_ctrl_c_message) |
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349 | 349 | for line in lines: |
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350 | 350 | io.rprint(line) |
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351 | 351 | |
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352 | 352 | self.ports = dict(shell=self.shell_port, iopub=self.iopub_port, |
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353 | 353 | stdin=self.stdin_port, hb=self.hb_port, |
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354 | 354 | control=self.control_port) |
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355 | 355 | |
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356 | 356 | def init_session(self): |
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357 | 357 | """create our session object""" |
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358 | 358 | default_secure(self.config) |
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359 | 359 | self.session = Session(parent=self, username=u'kernel') |
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360 | 360 | |
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361 | 361 | def init_blackhole(self): |
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362 | 362 | """redirects stdout/stderr to devnull if necessary""" |
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363 | 363 | if self.no_stdout or self.no_stderr: |
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364 | 364 | blackhole = open(os.devnull, 'w') |
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365 | 365 | if self.no_stdout: |
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366 | 366 | sys.stdout = sys.__stdout__ = blackhole |
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367 | 367 | if self.no_stderr: |
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368 | 368 | sys.stderr = sys.__stderr__ = blackhole |
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369 | 369 | |
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370 | 370 | def init_io(self): |
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371 | 371 | """Redirect input streams and set a display hook.""" |
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372 | 372 | if self.outstream_class: |
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373 | 373 | outstream_factory = import_item(str(self.outstream_class)) |
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374 | 374 | sys.stdout = outstream_factory(self.session, self.iopub_socket, u'stdout') |
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375 | 375 | sys.stderr = outstream_factory(self.session, self.iopub_socket, u'stderr') |
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376 | 376 | if self.displayhook_class: |
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377 | 377 | displayhook_factory = import_item(str(self.displayhook_class)) |
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378 | 378 | sys.displayhook = displayhook_factory(self.session, self.iopub_socket) |
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379 | 379 | |
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380 | 380 | def init_signal(self): |
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381 | 381 | signal.signal(signal.SIGINT, signal.SIG_IGN) |
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382 | 382 | |
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383 | 383 | def init_kernel(self): |
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384 | 384 | """Create the Kernel object itself""" |
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385 | 385 | shell_stream = ZMQStream(self.shell_socket) |
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386 | 386 | control_stream = ZMQStream(self.control_socket) |
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387 | 387 | |
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388 | 388 | kernel_factory = import_item(str(self.kernel_class)) |
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389 | 389 | |
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390 | 390 | kernel = kernel_factory(parent=self, session=self.session, |
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391 | 391 | shell_streams=[shell_stream, control_stream], |
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392 | 392 | iopub_socket=self.iopub_socket, |
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393 | 393 | stdin_socket=self.stdin_socket, |
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394 | 394 | log=self.log, |
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395 | 395 | profile_dir=self.profile_dir, |
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396 | 396 | ) |
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397 | 397 | kernel.record_ports(self.ports) |
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398 | 398 | self.kernel = kernel |
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399 | 399 | |
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400 | 400 | def init_gui_pylab(self): |
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401 | 401 | """Enable GUI event loop integration, taking pylab into account.""" |
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402 | 402 | |
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403 | 403 | # Provide a wrapper for :meth:`InteractiveShellApp.init_gui_pylab` |
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404 | 404 | # to ensure that any exception is printed straight to stderr. |
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405 | 405 | # Normally _showtraceback associates the reply with an execution, |
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406 | 406 | # which means frontends will never draw it, as this exception |
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407 | 407 | # is not associated with any execute request. |
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408 | 408 | |
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409 | 409 | shell = self.shell |
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410 | 410 | _showtraceback = shell._showtraceback |
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411 | 411 | try: |
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412 | 412 | # replace pyerr-sending traceback with stderr |
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413 | 413 | def print_tb(etype, evalue, stb): |
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414 | 414 | print ("GUI event loop or pylab initialization failed", |
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415 | 415 | file=io.stderr) |
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416 | 416 | print (shell.InteractiveTB.stb2text(stb), file=io.stderr) |
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417 | 417 | shell._showtraceback = print_tb |
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418 | 418 | InteractiveShellApp.init_gui_pylab(self) |
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419 | 419 | finally: |
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420 | 420 | shell._showtraceback = _showtraceback |
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421 | 421 | |
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422 | 422 | def init_shell(self): |
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423 | 423 | self.shell = self.kernel.shell |
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424 | 424 | self.shell.configurables.append(self) |
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425 | 425 | |
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426 | 426 | @catch_config_error |
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427 | 427 | def initialize(self, argv=None): |
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428 | 428 | super(IPKernelApp, self).initialize(argv) |
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429 | 429 | self.init_blackhole() |
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430 | 430 | self.init_connection_file() |
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431 | 431 | self.init_session() |
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432 | 432 | self.init_poller() |
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433 | 433 | self.init_sockets() |
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434 | 434 | self.init_heartbeat() |
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435 | 435 | # writing/displaying connection info must be *after* init_sockets/heartbeat |
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436 | 436 | self.log_connection_info() |
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437 | 437 | self.write_connection_file() |
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438 | 438 | self.init_io() |
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439 | 439 | self.init_signal() |
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440 | 440 | self.init_kernel() |
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441 | 441 | # shell init steps |
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442 | 442 | self.init_path() |
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443 | 443 | self.init_shell() |
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444 | 444 | self.init_gui_pylab() |
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445 | 445 | self.init_extensions() |
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446 | 446 | self.init_code() |
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447 | 447 | # flush stdout/stderr, so that anything written to these streams during |
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448 | 448 | # initialization do not get associated with the first execution request |
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449 | 449 | sys.stdout.flush() |
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450 | 450 | sys.stderr.flush() |
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451 | 451 | |
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452 | 452 | def start(self): |
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453 | 453 | if self.poller is not None: |
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454 | 454 | self.poller.start() |
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455 | 455 | self.kernel.start() |
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456 | 456 | try: |
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457 | 457 | ioloop.IOLoop.instance().start() |
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458 | 458 | except KeyboardInterrupt: |
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459 | 459 | pass |
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460 | 460 | |
|
461 | launch_new_instance = IPKernelApp.launch_instance | |
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461 | 462 | |
|
462 | 463 | def main(): |
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463 | 464 | """Run an IPKernel as an application""" |
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464 | 465 | app = IPKernelApp.instance() |
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465 | 466 | app.initialize() |
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466 | 467 | app.start() |
|
467 | 468 | |
|
468 | 469 | |
|
469 | 470 | if __name__ == '__main__': |
|
470 | 471 | main() |
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