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@@ -1,336 +1,336 b'' | |||
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1 | 1 | # encoding: utf-8 |
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2 | 2 | """ |
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3 | 3 | An application for IPython. |
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4 | 4 | |
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5 | 5 | All top-level applications should use the classes in this module for |
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6 | 6 | handling configuration and creating componenets. |
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7 | 7 | |
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8 | 8 | The job of an :class:`Application` is to create the master configuration |
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9 | 9 | object and then create the configurable objects, passing the config to them. |
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10 | 10 | |
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11 | 11 | Authors: |
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12 | 12 | |
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13 | 13 | * Brian Granger |
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14 | 14 | * Fernando Perez |
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15 | 15 | * Min RK |
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16 | 16 | |
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17 | 17 | """ |
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18 | 18 | |
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19 | 19 | #----------------------------------------------------------------------------- |
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20 | 20 | # Copyright (C) 2008-2011 The IPython Development Team |
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21 | 21 | # |
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22 | 22 | # Distributed under the terms of the BSD License. The full license is in |
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23 | 23 | # the file COPYING, distributed as part of this software. |
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24 | 24 | #----------------------------------------------------------------------------- |
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25 | 25 | |
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26 | 26 | #----------------------------------------------------------------------------- |
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27 | 27 | # Imports |
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28 | 28 | #----------------------------------------------------------------------------- |
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29 | 29 | |
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30 | 30 | import atexit |
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31 | 31 | import glob |
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32 | 32 | import logging |
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33 | 33 | import os |
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34 | 34 | import shutil |
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35 | 35 | import sys |
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36 | 36 | |
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37 | 37 | from IPython.config.application import Application, catch_config_error |
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38 | 38 | from IPython.config.configurable import Configurable |
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39 | 39 | from IPython.config.loader import Config, ConfigFileNotFound |
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40 | 40 | from IPython.core import release, crashhandler |
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41 | 41 | from IPython.core.profiledir import ProfileDir, ProfileDirError |
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42 | 42 | from IPython.utils.path import get_ipython_dir, get_ipython_package_dir |
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43 | 43 | from IPython.utils.traitlets import List, Unicode, Type, Bool, Dict |
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44 | 44 | from IPython.utils import py3compat |
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45 | 45 | |
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46 | 46 | #----------------------------------------------------------------------------- |
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47 | 47 | # Classes and functions |
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48 | 48 | #----------------------------------------------------------------------------- |
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49 | 49 | |
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50 | 50 | |
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51 | 51 | #----------------------------------------------------------------------------- |
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52 | 52 | # Base Application Class |
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53 | 53 | #----------------------------------------------------------------------------- |
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54 | 54 | |
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55 | 55 | # aliases and flags |
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56 | 56 | |
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57 | 57 | base_aliases = { |
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58 | 58 | 'profile' : 'BaseIPythonApplication.profile', |
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59 | 59 | 'ipython-dir' : 'BaseIPythonApplication.ipython_dir', |
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60 | 60 | 'log-level' : 'Application.log_level', |
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61 | 61 | } |
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62 | 62 | |
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63 | 63 | base_flags = dict( |
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64 | 64 | debug = ({'Application' : {'log_level' : logging.DEBUG}}, |
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65 | 65 | "set log level to logging.DEBUG (maximize logging output)"), |
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66 | 66 | quiet = ({'Application' : {'log_level' : logging.CRITICAL}}, |
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67 | 67 | "set log level to logging.CRITICAL (minimize logging output)"), |
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68 | 68 | init = ({'BaseIPythonApplication' : { |
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69 | 69 | 'copy_config_files' : True, |
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70 | 70 | 'auto_create' : True} |
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71 | 71 | }, """Initialize profile with default config files. This is equivalent |
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72 | 72 | to running `ipython profile create <profile>` prior to startup. |
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73 | 73 | """) |
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74 | 74 | ) |
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75 | 75 | |
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76 | 76 | |
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77 | 77 | class BaseIPythonApplication(Application): |
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78 | 78 | |
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79 | 79 | name = Unicode(u'ipython') |
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80 | 80 | description = Unicode(u'IPython: an enhanced interactive Python shell.') |
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81 | 81 | version = Unicode(release.version) |
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82 | 82 | |
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83 | 83 | aliases = Dict(base_aliases) |
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84 | 84 | flags = Dict(base_flags) |
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85 | 85 | classes = List([ProfileDir]) |
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86 | 86 | |
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87 | 87 | # Track whether the config_file has changed, |
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88 | 88 | # because some logic happens only if we aren't using the default. |
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89 | 89 | config_file_specified = Bool(False) |
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90 | 90 | |
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91 | 91 | config_file_name = Unicode(u'ipython_config.py') |
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92 | 92 | def _config_file_name_default(self): |
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93 | 93 | return self.name.replace('-','_') + u'_config.py' |
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94 | 94 | def _config_file_name_changed(self, name, old, new): |
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95 | 95 | if new != old: |
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96 | 96 | self.config_file_specified = True |
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97 | 97 | |
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98 | 98 | # The directory that contains IPython's builtin profiles. |
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99 | 99 | builtin_profile_dir = Unicode( |
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100 | 100 | os.path.join(get_ipython_package_dir(), u'config', u'profile', u'default') |
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101 | 101 | ) |
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102 | 102 | |
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103 | 103 | config_file_paths = List(Unicode) |
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104 | 104 | def _config_file_paths_default(self): |
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105 | 105 | return [os.getcwdu()] |
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106 | 106 | |
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107 | 107 | profile = Unicode(u'default', config=True, |
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108 | 108 | help="""The IPython profile to use.""" |
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109 | 109 | ) |
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110 | 110 | |
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111 | 111 | def _profile_changed(self, name, old, new): |
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112 | 112 | self.builtin_profile_dir = os.path.join( |
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113 | 113 | get_ipython_package_dir(), u'config', u'profile', new |
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114 | 114 | ) |
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115 | 115 | |
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116 | 116 | ipython_dir = Unicode(get_ipython_dir(), config=True, |
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117 | 117 | help=""" |
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118 | 118 | The name of the IPython directory. This directory is used for logging |
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119 | 119 | configuration (through profiles), history storage, etc. The default |
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120 | 120 | is usually $HOME/.ipython. This options can also be specified through |
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121 |
the environment variable IPYTHON |
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121 | the environment variable IPYTHONDIR. | |
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122 | 122 | """ |
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123 | 123 | ) |
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124 | 124 | |
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125 | 125 | overwrite = Bool(False, config=True, |
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126 | 126 | help="""Whether to overwrite existing config files when copying""") |
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127 | 127 | auto_create = Bool(False, config=True, |
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128 | 128 | help="""Whether to create profile dir if it doesn't exist""") |
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129 | 129 | |
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130 | 130 | config_files = List(Unicode) |
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131 | 131 | def _config_files_default(self): |
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132 | 132 | return [u'ipython_config.py'] |
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133 | 133 | |
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134 | 134 | copy_config_files = Bool(False, config=True, |
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135 | 135 | help="""Whether to install the default config files into the profile dir. |
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136 | 136 | If a new profile is being created, and IPython contains config files for that |
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137 | 137 | profile, then they will be staged into the new directory. Otherwise, |
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138 | 138 | default config files will be automatically generated. |
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139 | 139 | """) |
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140 | 140 | |
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141 | 141 | verbose_crash = Bool(False, config=True, |
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142 | 142 | help="""Create a massive crash report when IPython enconters what may be an |
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143 | 143 | internal error. The default is to append a short message to the |
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144 | 144 | usual traceback""") |
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145 | 145 | |
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146 | 146 | # The class to use as the crash handler. |
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147 | 147 | crash_handler_class = Type(crashhandler.CrashHandler) |
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148 | 148 | |
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149 | 149 | def __init__(self, **kwargs): |
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150 | 150 | super(BaseIPythonApplication, self).__init__(**kwargs) |
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151 |
# ensure even default IPYTHON |
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151 | # ensure even default IPYTHONDIR exists | |
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152 | 152 | if not os.path.exists(self.ipython_dir): |
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153 | 153 | self._ipython_dir_changed('ipython_dir', self.ipython_dir, self.ipython_dir) |
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154 | 154 | |
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155 | 155 | #------------------------------------------------------------------------- |
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156 | 156 | # Various stages of Application creation |
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157 | 157 | #------------------------------------------------------------------------- |
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158 | 158 | |
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159 | 159 | def init_crash_handler(self): |
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160 | 160 | """Create a crash handler, typically setting sys.excepthook to it.""" |
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161 | 161 | self.crash_handler = self.crash_handler_class(self) |
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162 | 162 | sys.excepthook = self.excepthook |
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163 | 163 | def unset_crashhandler(): |
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164 | 164 | sys.excepthook = sys.__excepthook__ |
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165 | 165 | atexit.register(unset_crashhandler) |
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166 | 166 | |
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167 | 167 | def excepthook(self, etype, evalue, tb): |
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168 | 168 | """this is sys.excepthook after init_crashhandler |
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169 | 169 | |
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170 | 170 | set self.verbose_crash=True to use our full crashhandler, instead of |
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171 | 171 | a regular traceback with a short message (crash_handler_lite) |
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172 | 172 | """ |
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173 | 173 | |
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174 | 174 | if self.verbose_crash: |
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175 | 175 | return self.crash_handler(etype, evalue, tb) |
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176 | 176 | else: |
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177 | 177 | return crashhandler.crash_handler_lite(etype, evalue, tb) |
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178 | 178 | |
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179 | 179 | def _ipython_dir_changed(self, name, old, new): |
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180 | 180 | if old in sys.path: |
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181 | 181 | sys.path.remove(old) |
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182 | 182 | sys.path.append(os.path.abspath(new)) |
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183 | 183 | if not os.path.isdir(new): |
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184 | 184 | os.makedirs(new, mode=0777) |
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185 | 185 | readme = os.path.join(new, 'README') |
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186 | 186 | if not os.path.exists(readme): |
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187 | 187 | path = os.path.join(get_ipython_package_dir(), u'config', u'profile') |
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188 | 188 | shutil.copy(os.path.join(path, 'README'), readme) |
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189 | 189 | self.log.debug("IPYTHON_DIR set to: %s" % new) |
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190 | 190 | |
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191 | 191 | def load_config_file(self, suppress_errors=True): |
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192 | 192 | """Load the config file. |
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193 | 193 | |
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194 | 194 | By default, errors in loading config are handled, and a warning |
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195 | 195 | printed on screen. For testing, the suppress_errors option is set |
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196 | 196 | to False, so errors will make tests fail. |
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197 | 197 | """ |
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198 | 198 | self.log.debug("Searching path %s for config files", self.config_file_paths) |
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199 | 199 | base_config = 'ipython_config.py' |
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200 | 200 | self.log.debug("Attempting to load config file: %s" % |
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201 | 201 | base_config) |
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202 | 202 | try: |
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203 | 203 | Application.load_config_file( |
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204 | 204 | self, |
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205 | 205 | base_config, |
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206 | 206 | path=self.config_file_paths |
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207 | 207 | ) |
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208 | 208 | except ConfigFileNotFound: |
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209 | 209 | # ignore errors loading parent |
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210 | 210 | self.log.debug("Config file %s not found", base_config) |
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211 | 211 | pass |
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212 | 212 | if self.config_file_name == base_config: |
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213 | 213 | # don't load secondary config |
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214 | 214 | return |
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215 | 215 | self.log.debug("Attempting to load config file: %s" % |
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216 | 216 | self.config_file_name) |
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217 | 217 | try: |
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218 | 218 | Application.load_config_file( |
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219 | 219 | self, |
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220 | 220 | self.config_file_name, |
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221 | 221 | path=self.config_file_paths |
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222 | 222 | ) |
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223 | 223 | except ConfigFileNotFound: |
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224 | 224 | # Only warn if the default config file was NOT being used. |
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225 | 225 | if self.config_file_specified: |
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226 | 226 | msg = self.log.warn |
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227 | 227 | else: |
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228 | 228 | msg = self.log.debug |
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229 | 229 | msg("Config file not found, skipping: %s", self.config_file_name) |
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230 | 230 | except: |
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231 | 231 | # For testing purposes. |
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232 | 232 | if not suppress_errors: |
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233 | 233 | raise |
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234 | 234 | self.log.warn("Error loading config file: %s" % |
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235 | 235 | self.config_file_name, exc_info=True) |
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236 | 236 | |
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237 | 237 | def init_profile_dir(self): |
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238 | 238 | """initialize the profile dir""" |
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239 | 239 | try: |
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240 | 240 | # location explicitly specified: |
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241 | 241 | location = self.config.ProfileDir.location |
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242 | 242 | except AttributeError: |
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243 | 243 | # location not specified, find by profile name |
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244 | 244 | try: |
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245 | 245 | p = ProfileDir.find_profile_dir_by_name(self.ipython_dir, self.profile, self.config) |
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246 | 246 | except ProfileDirError: |
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247 | 247 | # not found, maybe create it (always create default profile) |
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248 | 248 | if self.auto_create or self.profile=='default': |
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249 | 249 | try: |
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250 | 250 | p = ProfileDir.create_profile_dir_by_name(self.ipython_dir, self.profile, self.config) |
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251 | 251 | except ProfileDirError: |
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252 | 252 | self.log.fatal("Could not create profile: %r"%self.profile) |
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253 | 253 | self.exit(1) |
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254 | 254 | else: |
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255 | 255 | self.log.info("Created profile dir: %r"%p.location) |
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256 | 256 | else: |
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257 | 257 | self.log.fatal("Profile %r not found."%self.profile) |
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258 | 258 | self.exit(1) |
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259 | 259 | else: |
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260 | 260 | self.log.info("Using existing profile dir: %r"%p.location) |
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261 | 261 | else: |
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262 | 262 | # location is fully specified |
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263 | 263 | try: |
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264 | 264 | p = ProfileDir.find_profile_dir(location, self.config) |
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265 | 265 | except ProfileDirError: |
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266 | 266 | # not found, maybe create it |
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267 | 267 | if self.auto_create: |
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268 | 268 | try: |
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269 | 269 | p = ProfileDir.create_profile_dir(location, self.config) |
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270 | 270 | except ProfileDirError: |
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271 | 271 | self.log.fatal("Could not create profile directory: %r"%location) |
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272 | 272 | self.exit(1) |
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273 | 273 | else: |
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274 | 274 | self.log.info("Creating new profile dir: %r"%location) |
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275 | 275 | else: |
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276 | 276 | self.log.fatal("Profile directory %r not found."%location) |
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277 | 277 | self.exit(1) |
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278 | 278 | else: |
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279 | 279 | self.log.info("Using existing profile dir: %r"%location) |
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280 | 280 | |
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281 | 281 | self.profile_dir = p |
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282 | 282 | self.config_file_paths.append(p.location) |
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283 | 283 | |
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284 | 284 | def init_config_files(self): |
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285 | 285 | """[optionally] copy default config files into profile dir.""" |
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286 | 286 | # copy config files |
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287 | 287 | path = self.builtin_profile_dir |
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288 | 288 | if self.copy_config_files: |
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289 | 289 | src = self.profile |
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290 | 290 | |
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291 | 291 | cfg = self.config_file_name |
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292 | 292 | if path and os.path.exists(os.path.join(path, cfg)): |
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293 | 293 | self.log.warn("Staging %r from %s into %r [overwrite=%s]"%( |
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294 | 294 | cfg, src, self.profile_dir.location, self.overwrite) |
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295 | 295 | ) |
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296 | 296 | self.profile_dir.copy_config_file(cfg, path=path, overwrite=self.overwrite) |
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297 | 297 | else: |
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298 | 298 | self.stage_default_config_file() |
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299 | 299 | else: |
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300 | 300 | # Still stage *bundled* config files, but not generated ones |
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301 | 301 | # This is necessary for `ipython profile=sympy` to load the profile |
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302 | 302 | # on the first go |
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303 | 303 | files = glob.glob(os.path.join(path, '*.py')) |
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304 | 304 | for fullpath in files: |
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305 | 305 | cfg = os.path.basename(fullpath) |
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306 | 306 | if self.profile_dir.copy_config_file(cfg, path=path, overwrite=False): |
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307 | 307 | # file was copied |
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308 | 308 | self.log.warn("Staging bundled %s from %s into %r"%( |
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309 | 309 | cfg, self.profile, self.profile_dir.location) |
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310 | 310 | ) |
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311 | 311 | |
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312 | 312 | |
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313 | 313 | def stage_default_config_file(self): |
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314 | 314 | """auto generate default config file, and stage it into the profile.""" |
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315 | 315 | s = self.generate_config_file() |
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316 | 316 | fname = os.path.join(self.profile_dir.location, self.config_file_name) |
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317 | 317 | if self.overwrite or not os.path.exists(fname): |
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318 | 318 | self.log.warn("Generating default config file: %r"%(fname)) |
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319 | 319 | with open(fname, 'w') as f: |
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320 | 320 | f.write(s) |
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321 | 321 | |
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322 | 322 | @catch_config_error |
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323 | 323 | def initialize(self, argv=None): |
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324 | 324 | # don't hook up crash handler before parsing command-line |
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325 | 325 | self.parse_command_line(argv) |
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326 | 326 | self.init_crash_handler() |
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327 | 327 | if self.subapp is not None: |
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328 | 328 | # stop here if subapp is taking over |
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329 | 329 | return |
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330 | 330 | cl_config = self.config |
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331 | 331 | self.init_profile_dir() |
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332 | 332 | self.init_config_files() |
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333 | 333 | self.load_config_file() |
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334 | 334 | # enforce cl-opts override configfile opts: |
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335 | 335 | self.update_config(cl_config) |
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336 | 336 |
@@ -1,293 +1,293 b'' | |||
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1 | 1 | # encoding: utf-8 |
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2 | 2 | """ |
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3 | 3 | An application for managing IPython profiles. |
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4 | 4 | |
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5 | 5 | To be invoked as the `ipython profile` subcommand. |
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6 | 6 | |
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7 | 7 | Authors: |
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8 | 8 | |
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9 | 9 | * Min RK |
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10 | 10 | |
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11 | 11 | """ |
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12 | 12 | |
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13 | 13 | #----------------------------------------------------------------------------- |
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14 | 14 | # Copyright (C) 2008-2011 The IPython Development Team |
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15 | 15 | # |
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16 | 16 | # Distributed under the terms of the BSD License. The full license is in |
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17 | 17 | # the file COPYING, distributed as part of this software. |
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18 | 18 | #----------------------------------------------------------------------------- |
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19 | 19 | |
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20 | 20 | #----------------------------------------------------------------------------- |
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21 | 21 | # Imports |
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22 | 22 | #----------------------------------------------------------------------------- |
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23 | 23 | |
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24 | 24 | import logging |
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25 | 25 | import os |
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26 | 26 | |
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27 | 27 | from IPython.config.application import Application, boolean_flag |
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28 | 28 | from IPython.core.application import ( |
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29 | 29 | BaseIPythonApplication, base_flags, base_aliases |
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30 | 30 | ) |
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31 | 31 | from IPython.core.profiledir import ProfileDir |
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32 | 32 | from IPython.utils.path import get_ipython_dir, get_ipython_package_dir |
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33 | 33 | from IPython.utils.traitlets import Unicode, Bool, Dict |
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34 | 34 | |
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35 | 35 | #----------------------------------------------------------------------------- |
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36 | 36 | # Constants |
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37 | 37 | #----------------------------------------------------------------------------- |
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38 | 38 | |
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39 | 39 | create_help = """Create an IPython profile by name |
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40 | 40 | |
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41 | 41 | Create an ipython profile directory by its name or |
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42 | 42 | profile directory path. Profile directories contain |
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43 | 43 | configuration, log and security related files and are named |
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44 | 44 | using the convention 'profile_<name>'. By default they are |
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45 | 45 | located in your ipython directory. Once created, you will |
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46 | 46 | can edit the configuration files in the profile |
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47 | 47 | directory to configure IPython. Most users will create a |
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48 | 48 | profile directory by name, |
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49 | 49 | `ipython profile create myprofile`, which will put the directory |
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50 | 50 | in `<ipython_dir>/profile_myprofile`. |
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51 | 51 | """ |
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52 | 52 | list_help = """List available IPython profiles |
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53 | 53 | |
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54 | 54 | List all available profiles, by profile location, that can |
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55 | 55 | be found in the current working directly or in the ipython |
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56 | 56 | directory. Profile directories are named using the convention |
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57 | 57 | 'profile_<profile>'. |
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58 | 58 | """ |
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59 | 59 | profile_help = """Manage IPython profiles |
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60 | 60 | |
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61 | 61 | Profile directories contain |
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62 | 62 | configuration, log and security related files and are named |
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63 | 63 | using the convention 'profile_<name>'. By default they are |
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64 | 64 | located in your ipython directory. You can create profiles |
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65 | 65 | with `ipython profile create <name>`, or see the profiles you |
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66 | 66 | already have with `ipython profile list` |
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67 | 67 | |
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68 | 68 | To get started configuring IPython, simply do: |
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69 | 69 | |
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70 | 70 | $> ipython profile create |
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71 | 71 | |
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72 | 72 | and IPython will create the default profile in <ipython_dir>/profile_default, |
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73 | 73 | where you can edit ipython_config.py to start configuring IPython. |
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74 | 74 | |
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75 | 75 | """ |
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76 | 76 | |
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77 | 77 | _list_examples = "ipython profile list # list all profiles" |
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78 | 78 | |
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79 | 79 | _create_examples = """ |
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80 | 80 | ipython profile create foo # create profile foo w/ default config files |
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81 | 81 | ipython profile create foo --reset # restage default config files over current |
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82 | 82 | ipython profile create foo --parallel # also stage parallel config files |
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83 | 83 | """ |
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84 | 84 | |
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85 | 85 | _main_examples = """ |
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86 | 86 | ipython profile create -h # show the help string for the create subcommand |
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87 | 87 | ipython profile list -h # show the help string for the list subcommand |
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88 | 88 | """ |
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89 | 89 | |
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90 | 90 | #----------------------------------------------------------------------------- |
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91 | 91 | # Profile Application Class (for `ipython profile` subcommand) |
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92 | 92 | #----------------------------------------------------------------------------- |
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93 | 93 | |
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94 | 94 | |
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95 | 95 | def list_profiles_in(path): |
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96 | 96 | """list profiles in a given root directory""" |
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97 | 97 | files = os.listdir(path) |
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98 | 98 | profiles = [] |
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99 | 99 | for f in files: |
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100 | 100 | full_path = os.path.join(path, f) |
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101 | 101 | if os.path.isdir(full_path) and f.startswith('profile_'): |
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102 | 102 | profiles.append(f.split('_',1)[-1]) |
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103 | 103 | return profiles |
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104 | 104 | |
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105 | 105 | |
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106 | 106 | def list_bundled_profiles(): |
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107 | 107 | """list profiles that are bundled with IPython.""" |
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108 | 108 | path = os.path.join(get_ipython_package_dir(), u'config', u'profile') |
|
109 | 109 | files = os.listdir(path) |
|
110 | 110 | profiles = [] |
|
111 | 111 | for profile in files: |
|
112 | 112 | full_path = os.path.join(path, profile) |
|
113 | 113 | if os.path.isdir(full_path) and profile != "__pycache__": |
|
114 | 114 | profiles.append(profile) |
|
115 | 115 | return profiles |
|
116 | 116 | |
|
117 | 117 | |
|
118 | 118 | class ProfileList(Application): |
|
119 | 119 | name = u'ipython-profile' |
|
120 | 120 | description = list_help |
|
121 | 121 | examples = _list_examples |
|
122 | 122 | |
|
123 | 123 | aliases = Dict({ |
|
124 | 124 | 'ipython-dir' : 'ProfileList.ipython_dir', |
|
125 | 125 | 'log-level' : 'Application.log_level', |
|
126 | 126 | }) |
|
127 | 127 | flags = Dict(dict( |
|
128 | 128 | debug = ({'Application' : {'log_level' : 0}}, |
|
129 | 129 | "Set Application.log_level to 0, maximizing log output." |
|
130 | 130 | ) |
|
131 | 131 | )) |
|
132 | 132 | |
|
133 | 133 | ipython_dir = Unicode(get_ipython_dir(), config=True, |
|
134 | 134 | help=""" |
|
135 | 135 | The name of the IPython directory. This directory is used for logging |
|
136 | 136 | configuration (through profiles), history storage, etc. The default |
|
137 | 137 | is usually $HOME/.ipython. This options can also be specified through |
|
138 |
the environment variable IPYTHON |
|
|
138 | the environment variable IPYTHONDIR. | |
|
139 | 139 | """ |
|
140 | 140 | ) |
|
141 | 141 | |
|
142 | 142 | |
|
143 | 143 | def _print_profiles(self, profiles): |
|
144 | 144 | """print list of profiles, indented.""" |
|
145 | 145 | for profile in profiles: |
|
146 | 146 | print ' %s' % profile |
|
147 | 147 | |
|
148 | 148 | def list_profile_dirs(self): |
|
149 | 149 | profiles = list_bundled_profiles() |
|
150 | 150 | if profiles: |
|
151 | 151 | |
|
152 | 152 | print "Available profiles in IPython:" |
|
153 | 153 | self._print_profiles(profiles) |
|
154 | 154 | |
|
155 | 155 | print " The first request for a bundled profile will copy it" |
|
156 | 156 | print " into your IPython directory (%s)," % self.ipython_dir |
|
157 | 157 | print " where you can customize it." |
|
158 | 158 | |
|
159 | 159 | profiles = list_profiles_in(self.ipython_dir) |
|
160 | 160 | if profiles: |
|
161 | 161 | |
|
162 | 162 | print "Available profiles in %s:" % self.ipython_dir |
|
163 | 163 | self._print_profiles(profiles) |
|
164 | 164 | |
|
165 | 165 | profiles = list_profiles_in(os.getcwdu()) |
|
166 | 166 | if profiles: |
|
167 | 167 | |
|
168 | 168 | print "Available profiles in current directory (%s):" % os.getcwdu() |
|
169 | 169 | self._print_profiles(profiles) |
|
170 | 170 | |
|
171 | 171 | |
|
172 | 172 | print "To use any of the above profiles, start IPython with:" |
|
173 | 173 | print " ipython --profile=<name>" |
|
174 | 174 | |
|
175 | 175 | |
|
176 | 176 | def start(self): |
|
177 | 177 | self.list_profile_dirs() |
|
178 | 178 | |
|
179 | 179 | |
|
180 | 180 | create_flags = {} |
|
181 | 181 | create_flags.update(base_flags) |
|
182 | 182 | # don't include '--init' flag, which implies running profile create in other apps |
|
183 | 183 | create_flags.pop('init') |
|
184 | 184 | create_flags['reset'] = ({'ProfileCreate': {'overwrite' : True}}, |
|
185 | 185 | "reset config files in this profile to the defaults.") |
|
186 | 186 | create_flags['parallel'] = ({'ProfileCreate': {'parallel' : True}}, |
|
187 | 187 | "Include the config files for parallel " |
|
188 | 188 | "computing apps (ipengine, ipcontroller, etc.)") |
|
189 | 189 | |
|
190 | 190 | |
|
191 | 191 | class ProfileCreate(BaseIPythonApplication): |
|
192 | 192 | name = u'ipython-profile' |
|
193 | 193 | description = create_help |
|
194 | 194 | examples = _create_examples |
|
195 | 195 | auto_create = Bool(True, config=False) |
|
196 | 196 | |
|
197 | 197 | def _copy_config_files_default(self): |
|
198 | 198 | return True |
|
199 | 199 | |
|
200 | 200 | parallel = Bool(False, config=True, |
|
201 | 201 | help="whether to include parallel computing config files") |
|
202 | 202 | def _parallel_changed(self, name, old, new): |
|
203 | 203 | parallel_files = [ 'ipcontroller_config.py', |
|
204 | 204 | 'ipengine_config.py', |
|
205 | 205 | 'ipcluster_config.py' |
|
206 | 206 | ] |
|
207 | 207 | if new: |
|
208 | 208 | for cf in parallel_files: |
|
209 | 209 | self.config_files.append(cf) |
|
210 | 210 | else: |
|
211 | 211 | for cf in parallel_files: |
|
212 | 212 | if cf in self.config_files: |
|
213 | 213 | self.config_files.remove(cf) |
|
214 | 214 | |
|
215 | 215 | def parse_command_line(self, argv): |
|
216 | 216 | super(ProfileCreate, self).parse_command_line(argv) |
|
217 | 217 | # accept positional arg as profile name |
|
218 | 218 | if self.extra_args: |
|
219 | 219 | self.profile = self.extra_args[0] |
|
220 | 220 | |
|
221 | 221 | flags = Dict(create_flags) |
|
222 | 222 | |
|
223 | 223 | classes = [ProfileDir] |
|
224 | 224 | |
|
225 | 225 | def init_config_files(self): |
|
226 | 226 | super(ProfileCreate, self).init_config_files() |
|
227 | 227 | # use local imports, since these classes may import from here |
|
228 | 228 | from IPython.frontend.terminal.ipapp import TerminalIPythonApp |
|
229 | 229 | apps = [TerminalIPythonApp] |
|
230 | 230 | try: |
|
231 | 231 | from IPython.frontend.qt.console.qtconsoleapp import IPythonQtConsoleApp |
|
232 | 232 | except Exception: |
|
233 | 233 | # this should be ImportError, but under weird circumstances |
|
234 | 234 | # this might be an AttributeError, or possibly others |
|
235 | 235 | # in any case, nothing should cause the profile creation to crash. |
|
236 | 236 | pass |
|
237 | 237 | else: |
|
238 | 238 | apps.append(IPythonQtConsoleApp) |
|
239 | 239 | try: |
|
240 | 240 | from IPython.frontend.html.notebook.notebookapp import NotebookApp |
|
241 | 241 | except ImportError: |
|
242 | 242 | pass |
|
243 | 243 | except Exception: |
|
244 | 244 | self.log.debug('Unexpected error when importing NotebookApp', |
|
245 | 245 | exc_info=True |
|
246 | 246 | ) |
|
247 | 247 | else: |
|
248 | 248 | apps.append(NotebookApp) |
|
249 | 249 | if self.parallel: |
|
250 | 250 | from IPython.parallel.apps.ipcontrollerapp import IPControllerApp |
|
251 | 251 | from IPython.parallel.apps.ipengineapp import IPEngineApp |
|
252 | 252 | from IPython.parallel.apps.ipclusterapp import IPClusterStart |
|
253 | 253 | from IPython.parallel.apps.iploggerapp import IPLoggerApp |
|
254 | 254 | apps.extend([ |
|
255 | 255 | IPControllerApp, |
|
256 | 256 | IPEngineApp, |
|
257 | 257 | IPClusterStart, |
|
258 | 258 | IPLoggerApp, |
|
259 | 259 | ]) |
|
260 | 260 | for App in apps: |
|
261 | 261 | app = App() |
|
262 | 262 | app.config.update(self.config) |
|
263 | 263 | app.log = self.log |
|
264 | 264 | app.overwrite = self.overwrite |
|
265 | 265 | app.copy_config_files=True |
|
266 | 266 | app.profile = self.profile |
|
267 | 267 | app.init_profile_dir() |
|
268 | 268 | app.init_config_files() |
|
269 | 269 | |
|
270 | 270 | def stage_default_config_file(self): |
|
271 | 271 | pass |
|
272 | 272 | |
|
273 | 273 | |
|
274 | 274 | class ProfileApp(Application): |
|
275 | 275 | name = u'ipython-profile' |
|
276 | 276 | description = profile_help |
|
277 | 277 | examples = _main_examples |
|
278 | 278 | |
|
279 | 279 | subcommands = Dict(dict( |
|
280 | 280 | create = (ProfileCreate, "Create a new profile dir with default config files"), |
|
281 | 281 | list = (ProfileList, "List existing profiles") |
|
282 | 282 | )) |
|
283 | 283 | |
|
284 | 284 | def start(self): |
|
285 | 285 | if self.subapp is None: |
|
286 | 286 | print "No subcommand specified. Must specify one of: %s"%(self.subcommands.keys()) |
|
287 | 287 | |
|
288 | 288 | self.print_description() |
|
289 | 289 | self.print_subcommands() |
|
290 | 290 | self.exit(1) |
|
291 | 291 | else: |
|
292 | 292 | return self.subapp.start() |
|
293 | 293 |
@@ -1,535 +1,535 b'' | |||
|
1 | 1 | # -*- coding: utf-8 -*- |
|
2 | 2 | """Usage information for the main IPython applications. |
|
3 | 3 | """ |
|
4 | 4 | #----------------------------------------------------------------------------- |
|
5 | 5 | # Copyright (C) 2008-2011 The IPython Development Team |
|
6 | 6 | # Copyright (C) 2001-2007 Fernando Perez. <fperez@colorado.edu> |
|
7 | 7 | # |
|
8 | 8 | # Distributed under the terms of the BSD License. The full license is in |
|
9 | 9 | # the file COPYING, distributed as part of this software. |
|
10 | 10 | #----------------------------------------------------------------------------- |
|
11 | 11 | |
|
12 | 12 | import sys |
|
13 | 13 | from IPython.core import release |
|
14 | 14 | |
|
15 | 15 | cl_usage = """\ |
|
16 | 16 | ========= |
|
17 | 17 | IPython |
|
18 | 18 | ========= |
|
19 | 19 | |
|
20 | 20 | Tools for Interactive Computing in Python |
|
21 | 21 | ========================================= |
|
22 | 22 | |
|
23 | 23 | A Python shell with automatic history (input and output), dynamic object |
|
24 | 24 | introspection, easier configuration, command completion, access to the |
|
25 | 25 | system shell and more. IPython can also be embedded in running programs. |
|
26 | 26 | |
|
27 | 27 | |
|
28 | 28 | Usage |
|
29 | 29 | |
|
30 | 30 | ipython [subcommand] [options] [files] |
|
31 | 31 | |
|
32 | 32 | If invoked with no options, it executes all the files listed in sequence |
|
33 | 33 | and exits, use -i to enter interactive mode after running the files. Files |
|
34 | 34 | ending in .py will be treated as normal Python, but files ending in .ipy |
|
35 | 35 | can contain special IPython syntax (magic commands, shell expansions, etc.) |
|
36 | 36 | |
|
37 | 37 | Almost all configuration in IPython is available via the command-line. Do |
|
38 | 38 | `ipython --help-all` to see all available options. For persistent |
|
39 | 39 | configuration, look into your `ipython_config.py` configuration file for |
|
40 | 40 | details. |
|
41 | 41 | |
|
42 |
This file is typically installed in the `IPYTHON |
|
|
42 | This file is typically installed in the `IPYTHONDIR` directory, and there | |
|
43 | 43 | is a separate configuration directory for each profile. The default profile |
|
44 |
directory will be located in $IPYTHON |
|
|
45 |
IPYTHON |
|
|
44 | directory will be located in $IPYTHONDIR/profile_default. For Linux users, | |
|
45 | IPYTHONDIR defaults to `$HOME/.config/ipython`, and for other Unix systems | |
|
46 | 46 | to `$HOME/.ipython`. For Windows users, $HOME resolves to C:\\Documents |
|
47 | 47 | and Settings\\YourUserName in most instances. |
|
48 | 48 | |
|
49 | 49 | To initialize a profile with the default configuration file, do:: |
|
50 | 50 | |
|
51 | 51 | $> ipython profile create |
|
52 | 52 | |
|
53 |
and start editing `IPYTHON |
|
|
53 | and start editing `IPYTHONDIR/profile_default/ipython_config.py` | |
|
54 | 54 | |
|
55 | 55 | In IPython's documentation, we will refer to this directory as |
|
56 |
`IPYTHON |
|
|
56 | `IPYTHONDIR`, you can change its default location by creating an | |
|
57 | 57 | environment variable with this name and setting it to the desired path. |
|
58 | 58 | |
|
59 | 59 | For more information, see the manual available in HTML and PDF in your |
|
60 | 60 | installation, or online at http://ipython.org/documentation.html. |
|
61 | 61 | """ |
|
62 | 62 | |
|
63 | 63 | interactive_usage = """ |
|
64 | 64 | IPython -- An enhanced Interactive Python |
|
65 | 65 | ========================================= |
|
66 | 66 | |
|
67 | 67 | IPython offers a combination of convenient shell features, special commands |
|
68 | 68 | and a history mechanism for both input (command history) and output (results |
|
69 | 69 | caching, similar to Mathematica). It is intended to be a fully compatible |
|
70 | 70 | replacement for the standard Python interpreter, while offering vastly |
|
71 | 71 | improved functionality and flexibility. |
|
72 | 72 | |
|
73 | 73 | At your system command line, type 'ipython -h' to see the command line |
|
74 | 74 | options available. This document only describes interactive features. |
|
75 | 75 | |
|
76 | 76 | MAIN FEATURES |
|
77 | 77 | |
|
78 | 78 | * Access to the standard Python help. As of Python 2.1, a help system is |
|
79 | 79 | available with access to object docstrings and the Python manuals. Simply |
|
80 | 80 | type 'help' (no quotes) to access it. |
|
81 | 81 | |
|
82 | 82 | * Magic commands: type %magic for information on the magic subsystem. |
|
83 | 83 | |
|
84 | 84 | * System command aliases, via the %alias command or the configuration file(s). |
|
85 | 85 | |
|
86 | 86 | * Dynamic object information: |
|
87 | 87 | |
|
88 | 88 | Typing ?word or word? prints detailed information about an object. If |
|
89 | 89 | certain strings in the object are too long (docstrings, code, etc.) they get |
|
90 | 90 | snipped in the center for brevity. |
|
91 | 91 | |
|
92 | 92 | Typing ??word or word?? gives access to the full information without |
|
93 | 93 | snipping long strings. Long strings are sent to the screen through the less |
|
94 | 94 | pager if longer than the screen, printed otherwise. |
|
95 | 95 | |
|
96 | 96 | The ?/?? system gives access to the full source code for any object (if |
|
97 | 97 | available), shows function prototypes and other useful information. |
|
98 | 98 | |
|
99 | 99 | If you just want to see an object's docstring, type '%pdoc object' (without |
|
100 | 100 | quotes, and without % if you have automagic on). |
|
101 | 101 | |
|
102 | 102 | Both %pdoc and ?/?? give you access to documentation even on things which are |
|
103 | 103 | not explicitely defined. Try for example typing {}.get? or after import os, |
|
104 | 104 | type os.path.abspath??. The magic functions %pdef, %source and %file operate |
|
105 | 105 | similarly. |
|
106 | 106 | |
|
107 | 107 | * Completion in the local namespace, by typing TAB at the prompt. |
|
108 | 108 | |
|
109 | 109 | At any time, hitting tab will complete any available python commands or |
|
110 | 110 | variable names, and show you a list of the possible completions if there's |
|
111 | 111 | no unambiguous one. It will also complete filenames in the current directory. |
|
112 | 112 | |
|
113 | 113 | This feature requires the readline and rlcomplete modules, so it won't work |
|
114 | 114 | if your Python lacks readline support (such as under Windows). |
|
115 | 115 | |
|
116 | 116 | * Search previous command history in two ways (also requires readline): |
|
117 | 117 | |
|
118 | 118 | - Start typing, and then use Ctrl-p (previous,up) and Ctrl-n (next,down) to |
|
119 | 119 | search through only the history items that match what you've typed so |
|
120 | 120 | far. If you use Ctrl-p/Ctrl-n at a blank prompt, they just behave like |
|
121 | 121 | normal arrow keys. |
|
122 | 122 | |
|
123 | 123 | - Hit Ctrl-r: opens a search prompt. Begin typing and the system searches |
|
124 | 124 | your history for lines that match what you've typed so far, completing as |
|
125 | 125 | much as it can. |
|
126 | 126 | |
|
127 | 127 | - %hist: search history by index (this does *not* require readline). |
|
128 | 128 | |
|
129 | 129 | * Persistent command history across sessions. |
|
130 | 130 | |
|
131 | 131 | * Logging of input with the ability to save and restore a working session. |
|
132 | 132 | |
|
133 | 133 | * System escape with !. Typing !ls will run 'ls' in the current directory. |
|
134 | 134 | |
|
135 | 135 | * The reload command does a 'deep' reload of a module: changes made to the |
|
136 | 136 | module since you imported will actually be available without having to exit. |
|
137 | 137 | |
|
138 | 138 | * Verbose and colored exception traceback printouts. See the magic xmode and |
|
139 | 139 | xcolor functions for details (just type %magic). |
|
140 | 140 | |
|
141 | 141 | * Input caching system: |
|
142 | 142 | |
|
143 | 143 | IPython offers numbered prompts (In/Out) with input and output caching. All |
|
144 | 144 | input is saved and can be retrieved as variables (besides the usual arrow |
|
145 | 145 | key recall). |
|
146 | 146 | |
|
147 | 147 | The following GLOBAL variables always exist (so don't overwrite them!): |
|
148 | 148 | _i: stores previous input. |
|
149 | 149 | _ii: next previous. |
|
150 | 150 | _iii: next-next previous. |
|
151 | 151 | _ih : a list of all input _ih[n] is the input from line n. |
|
152 | 152 | |
|
153 | 153 | Additionally, global variables named _i<n> are dynamically created (<n> |
|
154 | 154 | being the prompt counter), such that _i<n> == _ih[<n>] |
|
155 | 155 | |
|
156 | 156 | For example, what you typed at prompt 14 is available as _i14 and _ih[14]. |
|
157 | 157 | |
|
158 | 158 | You can create macros which contain multiple input lines from this history, |
|
159 | 159 | for later re-execution, with the %macro function. |
|
160 | 160 | |
|
161 | 161 | The history function %hist allows you to see any part of your input history |
|
162 | 162 | by printing a range of the _i variables. Note that inputs which contain |
|
163 | 163 | magic functions (%) appear in the history with a prepended comment. This is |
|
164 | 164 | because they aren't really valid Python code, so you can't exec them. |
|
165 | 165 | |
|
166 | 166 | * Output caching system: |
|
167 | 167 | |
|
168 | 168 | For output that is returned from actions, a system similar to the input |
|
169 | 169 | cache exists but using _ instead of _i. Only actions that produce a result |
|
170 | 170 | (NOT assignments, for example) are cached. If you are familiar with |
|
171 | 171 | Mathematica, IPython's _ variables behave exactly like Mathematica's % |
|
172 | 172 | variables. |
|
173 | 173 | |
|
174 | 174 | The following GLOBAL variables always exist (so don't overwrite them!): |
|
175 | 175 | _ (one underscore): previous output. |
|
176 | 176 | __ (two underscores): next previous. |
|
177 | 177 | ___ (three underscores): next-next previous. |
|
178 | 178 | |
|
179 | 179 | Global variables named _<n> are dynamically created (<n> being the prompt |
|
180 | 180 | counter), such that the result of output <n> is always available as _<n>. |
|
181 | 181 | |
|
182 | 182 | Finally, a global dictionary named _oh exists with entries for all lines |
|
183 | 183 | which generated output. |
|
184 | 184 | |
|
185 | 185 | * Directory history: |
|
186 | 186 | |
|
187 | 187 | Your history of visited directories is kept in the global list _dh, and the |
|
188 | 188 | magic %cd command can be used to go to any entry in that list. |
|
189 | 189 | |
|
190 | 190 | * Auto-parentheses and auto-quotes (adapted from Nathan Gray's LazyPython) |
|
191 | 191 | |
|
192 | 192 | 1. Auto-parentheses |
|
193 | 193 | Callable objects (i.e. functions, methods, etc) can be invoked like |
|
194 | 194 | this (notice the commas between the arguments): |
|
195 | 195 | In [1]: callable_ob arg1, arg2, arg3 |
|
196 | 196 | and the input will be translated to this: |
|
197 | 197 | ------> callable_ob(arg1, arg2, arg3) |
|
198 | 198 | This feature is off by default (in rare cases it can produce |
|
199 | 199 | undesirable side-effects), but you can activate it at the command-line |
|
200 | 200 | by starting IPython with `--autocall 1`, set it permanently in your |
|
201 | 201 | configuration file, or turn on at runtime with `%autocall 1`. |
|
202 | 202 | |
|
203 | 203 | You can force auto-parentheses by using '/' as the first character |
|
204 | 204 | of a line. For example: |
|
205 | 205 | In [1]: /globals # becomes 'globals()' |
|
206 | 206 | Note that the '/' MUST be the first character on the line! This |
|
207 | 207 | won't work: |
|
208 | 208 | In [2]: print /globals # syntax error |
|
209 | 209 | |
|
210 | 210 | In most cases the automatic algorithm should work, so you should |
|
211 | 211 | rarely need to explicitly invoke /. One notable exception is if you |
|
212 | 212 | are trying to call a function with a list of tuples as arguments (the |
|
213 | 213 | parenthesis will confuse IPython): |
|
214 | 214 | In [1]: zip (1,2,3),(4,5,6) # won't work |
|
215 | 215 | but this will work: |
|
216 | 216 | In [2]: /zip (1,2,3),(4,5,6) |
|
217 | 217 | ------> zip ((1,2,3),(4,5,6)) |
|
218 | 218 | Out[2]= [(1, 4), (2, 5), (3, 6)] |
|
219 | 219 | |
|
220 | 220 | IPython tells you that it has altered your command line by |
|
221 | 221 | displaying the new command line preceded by -->. e.g.: |
|
222 | 222 | In [18]: callable list |
|
223 | 223 | -------> callable (list) |
|
224 | 224 | |
|
225 | 225 | 2. Auto-Quoting |
|
226 | 226 | You can force auto-quoting of a function's arguments by using ',' as |
|
227 | 227 | the first character of a line. For example: |
|
228 | 228 | In [1]: ,my_function /home/me # becomes my_function("/home/me") |
|
229 | 229 | |
|
230 | 230 | If you use ';' instead, the whole argument is quoted as a single |
|
231 | 231 | string (while ',' splits on whitespace): |
|
232 | 232 | In [2]: ,my_function a b c # becomes my_function("a","b","c") |
|
233 | 233 | In [3]: ;my_function a b c # becomes my_function("a b c") |
|
234 | 234 | |
|
235 | 235 | Note that the ',' MUST be the first character on the line! This |
|
236 | 236 | won't work: |
|
237 | 237 | In [4]: x = ,my_function /home/me # syntax error |
|
238 | 238 | """ |
|
239 | 239 | |
|
240 | 240 | interactive_usage_min = """\ |
|
241 | 241 | An enhanced console for Python. |
|
242 | 242 | Some of its features are: |
|
243 | 243 | - Readline support if the readline library is present. |
|
244 | 244 | - Tab completion in the local namespace. |
|
245 | 245 | - Logging of input, see command-line options. |
|
246 | 246 | - System shell escape via ! , eg !ls. |
|
247 | 247 | - Magic commands, starting with a % (like %ls, %pwd, %cd, etc.) |
|
248 | 248 | - Keeps track of locally defined variables via %who, %whos. |
|
249 | 249 | - Show object information with a ? eg ?x or x? (use ?? for more info). |
|
250 | 250 | """ |
|
251 | 251 | |
|
252 | 252 | quick_reference = r""" |
|
253 | 253 | IPython -- An enhanced Interactive Python - Quick Reference Card |
|
254 | 254 | ================================================================ |
|
255 | 255 | |
|
256 | 256 | obj?, obj?? : Get help, or more help for object (also works as |
|
257 | 257 | ?obj, ??obj). |
|
258 | 258 | ?foo.*abc* : List names in 'foo' containing 'abc' in them. |
|
259 | 259 | %magic : Information about IPython's 'magic' % functions. |
|
260 | 260 | |
|
261 | 261 | Magic functions are prefixed by %, and typically take their arguments without |
|
262 | 262 | parentheses, quotes or even commas for convenience. |
|
263 | 263 | |
|
264 | 264 | Example magic function calls: |
|
265 | 265 | |
|
266 | 266 | %alias d ls -F : 'd' is now an alias for 'ls -F' |
|
267 | 267 | alias d ls -F : Works if 'alias' not a python name |
|
268 | 268 | alist = %alias : Get list of aliases to 'alist' |
|
269 | 269 | cd /usr/share : Obvious. cd -<tab> to choose from visited dirs. |
|
270 | 270 | %cd?? : See help AND source for magic %cd |
|
271 | 271 | |
|
272 | 272 | System commands: |
|
273 | 273 | |
|
274 | 274 | !cp a.txt b/ : System command escape, calls os.system() |
|
275 | 275 | cp a.txt b/ : after %rehashx, most system commands work without ! |
|
276 | 276 | cp ${f}.txt $bar : Variable expansion in magics and system commands |
|
277 | 277 | files = !ls /usr : Capture sytem command output |
|
278 | 278 | files.s, files.l, files.n: "a b c", ['a','b','c'], 'a\nb\nc' |
|
279 | 279 | |
|
280 | 280 | History: |
|
281 | 281 | |
|
282 | 282 | _i, _ii, _iii : Previous, next previous, next next previous input |
|
283 | 283 | _i4, _ih[2:5] : Input history line 4, lines 2-4 |
|
284 | 284 | exec _i81 : Execute input history line #81 again |
|
285 | 285 | %rep 81 : Edit input history line #81 |
|
286 | 286 | _, __, ___ : previous, next previous, next next previous output |
|
287 | 287 | _dh : Directory history |
|
288 | 288 | _oh : Output history |
|
289 | 289 | %hist : Command history. '%hist -g foo' search history for 'foo' |
|
290 | 290 | |
|
291 | 291 | Autocall: |
|
292 | 292 | |
|
293 | 293 | f 1,2 : f(1,2) # Off by default, enable with %autocall magic. |
|
294 | 294 | /f 1,2 : f(1,2) (forced autoparen) |
|
295 | 295 | ,f 1 2 : f("1","2") |
|
296 | 296 | ;f 1 2 : f("1 2") |
|
297 | 297 | |
|
298 | 298 | Remember: TAB completion works in many contexts, not just file names |
|
299 | 299 | or python names. |
|
300 | 300 | |
|
301 | 301 | The following magic functions are currently available: |
|
302 | 302 | |
|
303 | 303 | """ |
|
304 | 304 | |
|
305 | 305 | gui_reference = """\ |
|
306 | 306 | =============================== |
|
307 | 307 | The graphical IPython console |
|
308 | 308 | =============================== |
|
309 | 309 | |
|
310 | 310 | This console is designed to emulate the look, feel and workflow of a terminal |
|
311 | 311 | environment, while adding a number of enhancements that are simply not possible |
|
312 | 312 | in a real terminal, such as inline syntax highlighting, true multiline editing, |
|
313 | 313 | inline graphics and much more. |
|
314 | 314 | |
|
315 | 315 | This quick reference document contains the basic information you'll need to |
|
316 | 316 | know to make the most efficient use of it. For the various command line |
|
317 | 317 | options available at startup, type ``ipython qtconsole --help`` at the command line. |
|
318 | 318 | |
|
319 | 319 | |
|
320 | 320 | Multiline editing |
|
321 | 321 | ================= |
|
322 | 322 | |
|
323 | 323 | The graphical console is capable of true multiline editing, but it also tries |
|
324 | 324 | to behave intuitively like a terminal when possible. If you are used to |
|
325 | 325 | IPython's old terminal behavior, you should find the transition painless, and |
|
326 | 326 | once you learn a few basic keybindings it will be a much more efficient |
|
327 | 327 | environment. |
|
328 | 328 | |
|
329 | 329 | For single expressions or indented blocks, the console behaves almost like the |
|
330 | 330 | terminal IPython: single expressions are immediately evaluated, and indented |
|
331 | 331 | blocks are evaluated once a single blank line is entered:: |
|
332 | 332 | |
|
333 | 333 | In [1]: print "Hello IPython!" # Enter was pressed at the end of the line |
|
334 | 334 | Hello IPython! |
|
335 | 335 | |
|
336 | 336 | In [2]: for i in range(10): |
|
337 | 337 | ...: print i, |
|
338 | 338 | ...: |
|
339 | 339 | 0 1 2 3 4 5 6 7 8 9 |
|
340 | 340 | |
|
341 | 341 | If you want to enter more than one expression in a single input block |
|
342 | 342 | (something not possible in the terminal), you can use ``Control-Enter`` at the |
|
343 | 343 | end of your first line instead of ``Enter``. At that point the console goes |
|
344 | 344 | into 'cell mode' and even if your inputs are not indented, it will continue |
|
345 | 345 | accepting arbitrarily many lines until either you enter an extra blank line or |
|
346 | 346 | you hit ``Shift-Enter`` (the key binding that forces execution). When a |
|
347 | 347 | multiline cell is entered, IPython analyzes it and executes its code producing |
|
348 | 348 | an ``Out[n]`` prompt only for the last expression in it, while the rest of the |
|
349 | 349 | cell is executed as if it was a script. An example should clarify this:: |
|
350 | 350 | |
|
351 | 351 | In [3]: x=1 # Hit C-Enter here |
|
352 | 352 | ...: y=2 # from now on, regular Enter is sufficient |
|
353 | 353 | ...: z=3 |
|
354 | 354 | ...: x**2 # This does *not* produce an Out[] value |
|
355 | 355 | ...: x+y+z # Only the last expression does |
|
356 | 356 | ...: |
|
357 | 357 | Out[3]: 6 |
|
358 | 358 | |
|
359 | 359 | The behavior where an extra blank line forces execution is only active if you |
|
360 | 360 | are actually typing at the keyboard each line, and is meant to make it mimic |
|
361 | 361 | the IPython terminal behavior. If you paste a long chunk of input (for example |
|
362 | 362 | a long script copied form an editor or web browser), it can contain arbitrarily |
|
363 | 363 | many intermediate blank lines and they won't cause any problems. As always, |
|
364 | 364 | you can then make it execute by appending a blank line *at the end* or hitting |
|
365 | 365 | ``Shift-Enter`` anywhere within the cell. |
|
366 | 366 | |
|
367 | 367 | With the up arrow key, you can retrieve previous blocks of input that contain |
|
368 | 368 | multiple lines. You can move inside of a multiline cell like you would in any |
|
369 | 369 | text editor. When you want it executed, the simplest thing to do is to hit the |
|
370 | 370 | force execution key, ``Shift-Enter`` (though you can also navigate to the end |
|
371 | 371 | and append a blank line by using ``Enter`` twice). |
|
372 | 372 | |
|
373 | 373 | If you've edited a multiline cell and accidentally navigate out of it with the |
|
374 | 374 | up or down arrow keys, IPython will clear the cell and replace it with the |
|
375 | 375 | contents of the one above or below that you navigated to. If this was an |
|
376 | 376 | accident and you want to retrieve the cell you were editing, use the Undo |
|
377 | 377 | keybinding, ``Control-z``. |
|
378 | 378 | |
|
379 | 379 | |
|
380 | 380 | Key bindings |
|
381 | 381 | ============ |
|
382 | 382 | |
|
383 | 383 | The IPython console supports most of the basic Emacs line-oriented keybindings, |
|
384 | 384 | in addition to some of its own. |
|
385 | 385 | |
|
386 | 386 | The keybinding prefixes mean: |
|
387 | 387 | |
|
388 | 388 | - ``C``: Control |
|
389 | 389 | - ``S``: Shift |
|
390 | 390 | - ``M``: Meta (typically the Alt key) |
|
391 | 391 | |
|
392 | 392 | The keybindings themselves are: |
|
393 | 393 | |
|
394 | 394 | - ``Enter``: insert new line (may cause execution, see above). |
|
395 | 395 | - ``C-Enter``: *force* new line, *never* causes execution. |
|
396 | 396 | - ``S-Enter``: *force* execution regardless of where cursor is, no newline added. |
|
397 | 397 | - ``Up``: step backwards through the history. |
|
398 | 398 | - ``Down``: step forwards through the history. |
|
399 | 399 | - ``S-Up``: search backwards through the history (like ``C-r`` in bash). |
|
400 | 400 | - ``S-Down``: search forwards through the history. |
|
401 | 401 | - ``C-c``: copy highlighted text to clipboard (prompts are automatically stripped). |
|
402 | 402 | - ``C-S-c``: copy highlighted text to clipboard (prompts are not stripped). |
|
403 | 403 | - ``C-v``: paste text from clipboard. |
|
404 | 404 | - ``C-z``: undo (retrieves lost text if you move out of a cell with the arrows). |
|
405 | 405 | - ``C-S-z``: redo. |
|
406 | 406 | - ``C-o``: move to 'other' area, between pager and terminal. |
|
407 | 407 | - ``C-l``: clear terminal. |
|
408 | 408 | - ``C-a``: go to beginning of line. |
|
409 | 409 | - ``C-e``: go to end of line. |
|
410 | 410 | - ``C-u``: kill from cursor to the begining of the line. |
|
411 | 411 | - ``C-k``: kill from cursor to the end of the line. |
|
412 | 412 | - ``C-y``: yank (paste) |
|
413 | 413 | - ``C-p``: previous line (like up arrow) |
|
414 | 414 | - ``C-n``: next line (like down arrow) |
|
415 | 415 | - ``C-f``: forward (like right arrow) |
|
416 | 416 | - ``C-b``: back (like left arrow) |
|
417 | 417 | - ``C-d``: delete next character, or exits if input is empty |
|
418 | 418 | - ``M-<``: move to the beginning of the input region. |
|
419 | 419 | - ``M->``: move to the end of the input region. |
|
420 | 420 | - ``M-d``: delete next word. |
|
421 | 421 | - ``M-Backspace``: delete previous word. |
|
422 | 422 | - ``C-.``: force a kernel restart (a confirmation dialog appears). |
|
423 | 423 | - ``C-+``: increase font size. |
|
424 | 424 | - ``C--``: decrease font size. |
|
425 | 425 | - ``C-M-Space``: toggle full screen. (Command-Control-Space on Mac OS X) |
|
426 | 426 | |
|
427 | 427 | The IPython pager |
|
428 | 428 | ================= |
|
429 | 429 | |
|
430 | 430 | IPython will show long blocks of text from many sources using a builtin pager. |
|
431 | 431 | You can control where this pager appears with the ``--paging`` command-line |
|
432 | 432 | flag: |
|
433 | 433 | |
|
434 | 434 | - ``inside`` [default]: the pager is overlaid on top of the main terminal. You |
|
435 | 435 | must quit the pager to get back to the terminal (similar to how a pager such |
|
436 | 436 | as ``less`` or ``more`` works). |
|
437 | 437 | |
|
438 | 438 | - ``vsplit``: the console is made double-tall, and the pager appears on the |
|
439 | 439 | bottom area when needed. You can view its contents while using the terminal. |
|
440 | 440 | |
|
441 | 441 | - ``hsplit``: the console is made double-wide, and the pager appears on the |
|
442 | 442 | right area when needed. You can view its contents while using the terminal. |
|
443 | 443 | |
|
444 | 444 | - ``none``: the console never pages output. |
|
445 | 445 | |
|
446 | 446 | If you use the vertical or horizontal paging modes, you can navigate between |
|
447 | 447 | terminal and pager as follows: |
|
448 | 448 | |
|
449 | 449 | - Tab key: goes from pager to terminal (but not the other way around). |
|
450 | 450 | - Control-o: goes from one to another always. |
|
451 | 451 | - Mouse: click on either. |
|
452 | 452 | |
|
453 | 453 | In all cases, the ``q`` or ``Escape`` keys quit the pager (when used with the |
|
454 | 454 | focus on the pager area). |
|
455 | 455 | |
|
456 | 456 | Running subprocesses |
|
457 | 457 | ==================== |
|
458 | 458 | |
|
459 | 459 | The graphical IPython console uses the ``pexpect`` module to run subprocesses |
|
460 | 460 | when you type ``!command``. This has a number of advantages (true asynchronous |
|
461 | 461 | output from subprocesses as well as very robust termination of rogue |
|
462 | 462 | subprocesses with ``Control-C``), as well as some limitations. The main |
|
463 | 463 | limitation is that you can *not* interact back with the subprocess, so anything |
|
464 | 464 | that invokes a pager or expects you to type input into it will block and hang |
|
465 | 465 | (you can kill it with ``Control-C``). |
|
466 | 466 | |
|
467 | 467 | We have provided as magics ``%less`` to page files (aliased to ``%more``), |
|
468 | 468 | ``%clear`` to clear the terminal, and ``%man`` on Linux/OSX. These cover the |
|
469 | 469 | most common commands you'd want to call in your subshell and that would cause |
|
470 | 470 | problems if invoked via ``!cmd``, but you need to be aware of this limitation. |
|
471 | 471 | |
|
472 | 472 | Display |
|
473 | 473 | ======= |
|
474 | 474 | |
|
475 | 475 | The IPython console can now display objects in a variety of formats, including |
|
476 | 476 | HTML, PNG and SVG. This is accomplished using the display functions in |
|
477 | 477 | ``IPython.core.display``:: |
|
478 | 478 | |
|
479 | 479 | In [4]: from IPython.core.display import display, display_html |
|
480 | 480 | |
|
481 | 481 | In [5]: from IPython.core.display import display_png, display_svg |
|
482 | 482 | |
|
483 | 483 | Python objects can simply be passed to these functions and the appropriate |
|
484 | 484 | representations will be displayed in the console as long as the objects know |
|
485 | 485 | how to compute those representations. The easiest way of teaching objects how |
|
486 | 486 | to format themselves in various representations is to define special methods |
|
487 | 487 | such as: ``_repr_html_``, ``_repr_svg_`` and ``_repr_png_``. IPython's display formatters |
|
488 | 488 | can also be given custom formatter functions for various types:: |
|
489 | 489 | |
|
490 | 490 | In [6]: ip = get_ipython() |
|
491 | 491 | |
|
492 | 492 | In [7]: html_formatter = ip.display_formatter.formatters['text/html'] |
|
493 | 493 | |
|
494 | 494 | In [8]: html_formatter.for_type(Foo, foo_to_html) |
|
495 | 495 | |
|
496 | 496 | For further details, see ``IPython.core.formatters``. |
|
497 | 497 | |
|
498 | 498 | Inline matplotlib graphics |
|
499 | 499 | ========================== |
|
500 | 500 | |
|
501 | 501 | The IPython console is capable of displaying matplotlib figures inline, in SVG |
|
502 | 502 | or PNG format. If started with the ``pylab=inline``, then all figures are |
|
503 | 503 | rendered inline automatically (PNG by default). If started with ``--pylab`` |
|
504 | 504 | or ``pylab=<your backend>``, then a GUI backend will be used, but IPython's |
|
505 | 505 | ``display()`` and ``getfigs()`` functions can be used to view plots inline:: |
|
506 | 506 | |
|
507 | 507 | In [9]: display(*getfigs()) # display all figures inline |
|
508 | 508 | |
|
509 | 509 | In[10]: display(*getfigs(1,2)) # display figures 1 and 2 inline |
|
510 | 510 | """ |
|
511 | 511 | |
|
512 | 512 | |
|
513 | 513 | quick_guide = """\ |
|
514 | 514 | ? -> Introduction and overview of IPython's features. |
|
515 | 515 | %quickref -> Quick reference. |
|
516 | 516 | help -> Python's own help system. |
|
517 | 517 | object? -> Details about 'object', use 'object??' for extra details. |
|
518 | 518 | """ |
|
519 | 519 | |
|
520 | 520 | gui_note = """\ |
|
521 | 521 | %guiref -> A brief reference about the graphical user interface. |
|
522 | 522 | """ |
|
523 | 523 | |
|
524 | 524 | default_banner_parts = [ |
|
525 | 525 | 'Python %s\n' % (sys.version.split('\n')[0],), |
|
526 | 526 | 'Type "copyright", "credits" or "license" for more information.\n\n', |
|
527 | 527 | 'IPython %s -- An enhanced Interactive Python.\n' % (release.version,), |
|
528 | 528 | quick_guide |
|
529 | 529 | ] |
|
530 | 530 | |
|
531 | 531 | default_gui_banner_parts = default_banner_parts + [gui_note] |
|
532 | 532 | |
|
533 | 533 | default_banner = ''.join(default_banner_parts) |
|
534 | 534 | |
|
535 | 535 | default_gui_banner = ''.join(default_gui_banner_parts) |
@@ -1,464 +1,464 b'' | |||
|
1 | 1 | # encoding: utf-8 |
|
2 | 2 | """ |
|
3 | 3 | Utilities for path handling. |
|
4 | 4 | """ |
|
5 | 5 | |
|
6 | 6 | #----------------------------------------------------------------------------- |
|
7 | 7 | # Copyright (C) 2008-2011 The IPython Development Team |
|
8 | 8 | # |
|
9 | 9 | # Distributed under the terms of the BSD License. The full license is in |
|
10 | 10 | # the file COPYING, distributed as part of this software. |
|
11 | 11 | #----------------------------------------------------------------------------- |
|
12 | 12 | |
|
13 | 13 | #----------------------------------------------------------------------------- |
|
14 | 14 | # Imports |
|
15 | 15 | #----------------------------------------------------------------------------- |
|
16 | 16 | |
|
17 | 17 | import os |
|
18 | 18 | import sys |
|
19 | 19 | import tempfile |
|
20 | 20 | import warnings |
|
21 | 21 | from hashlib import md5 |
|
22 | 22 | |
|
23 | 23 | import IPython |
|
24 | 24 | from IPython.utils.process import system |
|
25 | 25 | from IPython.utils.importstring import import_item |
|
26 | 26 | from IPython.utils import py3compat |
|
27 | 27 | |
|
28 | 28 | #----------------------------------------------------------------------------- |
|
29 | 29 | # Code |
|
30 | 30 | #----------------------------------------------------------------------------- |
|
31 | 31 | |
|
32 | 32 | fs_encoding = sys.getfilesystemencoding() |
|
33 | 33 | |
|
34 | 34 | def _get_long_path_name(path): |
|
35 | 35 | """Dummy no-op.""" |
|
36 | 36 | return path |
|
37 | 37 | |
|
38 | 38 | def _writable_dir(path): |
|
39 | 39 | """Whether `path` is a directory, to which the user has write access.""" |
|
40 | 40 | return os.path.isdir(path) and os.access(path, os.W_OK) |
|
41 | 41 | |
|
42 | 42 | if sys.platform == 'win32': |
|
43 | 43 | def _get_long_path_name(path): |
|
44 | 44 | """Get a long path name (expand ~) on Windows using ctypes. |
|
45 | 45 | |
|
46 | 46 | Examples |
|
47 | 47 | -------- |
|
48 | 48 | |
|
49 | 49 | >>> get_long_path_name('c:\\docume~1') |
|
50 | 50 | u'c:\\\\Documents and Settings' |
|
51 | 51 | |
|
52 | 52 | """ |
|
53 | 53 | try: |
|
54 | 54 | import ctypes |
|
55 | 55 | except ImportError: |
|
56 | 56 | raise ImportError('you need to have ctypes installed for this to work') |
|
57 | 57 | _GetLongPathName = ctypes.windll.kernel32.GetLongPathNameW |
|
58 | 58 | _GetLongPathName.argtypes = [ctypes.c_wchar_p, ctypes.c_wchar_p, |
|
59 | 59 | ctypes.c_uint ] |
|
60 | 60 | |
|
61 | 61 | buf = ctypes.create_unicode_buffer(260) |
|
62 | 62 | rv = _GetLongPathName(path, buf, 260) |
|
63 | 63 | if rv == 0 or rv > 260: |
|
64 | 64 | return path |
|
65 | 65 | else: |
|
66 | 66 | return buf.value |
|
67 | 67 | |
|
68 | 68 | |
|
69 | 69 | def get_long_path_name(path): |
|
70 | 70 | """Expand a path into its long form. |
|
71 | 71 | |
|
72 | 72 | On Windows this expands any ~ in the paths. On other platforms, it is |
|
73 | 73 | a null operation. |
|
74 | 74 | """ |
|
75 | 75 | return _get_long_path_name(path) |
|
76 | 76 | |
|
77 | 77 | |
|
78 | 78 | def unquote_filename(name, win32=(sys.platform=='win32')): |
|
79 | 79 | """ On Windows, remove leading and trailing quotes from filenames. |
|
80 | 80 | """ |
|
81 | 81 | if win32: |
|
82 | 82 | if name.startswith(("'", '"')) and name.endswith(("'", '"')): |
|
83 | 83 | name = name[1:-1] |
|
84 | 84 | return name |
|
85 | 85 | |
|
86 | 86 | |
|
87 | 87 | def get_py_filename(name, force_win32=None): |
|
88 | 88 | """Return a valid python filename in the current directory. |
|
89 | 89 | |
|
90 | 90 | If the given name is not a file, it adds '.py' and searches again. |
|
91 | 91 | Raises IOError with an informative message if the file isn't found. |
|
92 | 92 | |
|
93 | 93 | On Windows, apply Windows semantics to the filename. In particular, remove |
|
94 | 94 | any quoting that has been applied to it. This option can be forced for |
|
95 | 95 | testing purposes. |
|
96 | 96 | """ |
|
97 | 97 | |
|
98 | 98 | name = os.path.expanduser(name) |
|
99 | 99 | if force_win32 is None: |
|
100 | 100 | win32 = (sys.platform == 'win32') |
|
101 | 101 | else: |
|
102 | 102 | win32 = force_win32 |
|
103 | 103 | name = unquote_filename(name, win32=win32) |
|
104 | 104 | if not os.path.isfile(name) and not name.endswith('.py'): |
|
105 | 105 | name += '.py' |
|
106 | 106 | if os.path.isfile(name): |
|
107 | 107 | return name |
|
108 | 108 | else: |
|
109 | 109 | raise IOError,'File `%r` not found.' % name |
|
110 | 110 | |
|
111 | 111 | |
|
112 | 112 | def filefind(filename, path_dirs=None): |
|
113 | 113 | """Find a file by looking through a sequence of paths. |
|
114 | 114 | |
|
115 | 115 | This iterates through a sequence of paths looking for a file and returns |
|
116 | 116 | the full, absolute path of the first occurence of the file. If no set of |
|
117 | 117 | path dirs is given, the filename is tested as is, after running through |
|
118 | 118 | :func:`expandvars` and :func:`expanduser`. Thus a simple call:: |
|
119 | 119 | |
|
120 | 120 | filefind('myfile.txt') |
|
121 | 121 | |
|
122 | 122 | will find the file in the current working dir, but:: |
|
123 | 123 | |
|
124 | 124 | filefind('~/myfile.txt') |
|
125 | 125 | |
|
126 | 126 | Will find the file in the users home directory. This function does not |
|
127 | 127 | automatically try any paths, such as the cwd or the user's home directory. |
|
128 | 128 | |
|
129 | 129 | Parameters |
|
130 | 130 | ---------- |
|
131 | 131 | filename : str |
|
132 | 132 | The filename to look for. |
|
133 | 133 | path_dirs : str, None or sequence of str |
|
134 | 134 | The sequence of paths to look for the file in. If None, the filename |
|
135 | 135 | need to be absolute or be in the cwd. If a string, the string is |
|
136 | 136 | put into a sequence and the searched. If a sequence, walk through |
|
137 | 137 | each element and join with ``filename``, calling :func:`expandvars` |
|
138 | 138 | and :func:`expanduser` before testing for existence. |
|
139 | 139 | |
|
140 | 140 | Returns |
|
141 | 141 | ------- |
|
142 | 142 | Raises :exc:`IOError` or returns absolute path to file. |
|
143 | 143 | """ |
|
144 | 144 | |
|
145 | 145 | # If paths are quoted, abspath gets confused, strip them... |
|
146 | 146 | filename = filename.strip('"').strip("'") |
|
147 | 147 | # If the input is an absolute path, just check it exists |
|
148 | 148 | if os.path.isabs(filename) and os.path.isfile(filename): |
|
149 | 149 | return filename |
|
150 | 150 | |
|
151 | 151 | if path_dirs is None: |
|
152 | 152 | path_dirs = ("",) |
|
153 | 153 | elif isinstance(path_dirs, basestring): |
|
154 | 154 | path_dirs = (path_dirs,) |
|
155 | 155 | |
|
156 | 156 | for path in path_dirs: |
|
157 | 157 | if path == '.': path = os.getcwdu() |
|
158 | 158 | testname = expand_path(os.path.join(path, filename)) |
|
159 | 159 | if os.path.isfile(testname): |
|
160 | 160 | return os.path.abspath(testname) |
|
161 | 161 | |
|
162 | 162 | raise IOError("File %r does not exist in any of the search paths: %r" % |
|
163 | 163 | (filename, path_dirs) ) |
|
164 | 164 | |
|
165 | 165 | |
|
166 | 166 | class HomeDirError(Exception): |
|
167 | 167 | pass |
|
168 | 168 | |
|
169 | 169 | |
|
170 | 170 | def get_home_dir(require_writable=False): |
|
171 | 171 | """Return the 'home' directory, as a unicode string. |
|
172 | 172 | |
|
173 | 173 | * First, check for frozen env in case of py2exe |
|
174 | 174 | * Otherwise, defer to os.path.expanduser('~') |
|
175 | 175 | |
|
176 | 176 | See stdlib docs for how this is determined. |
|
177 | 177 | $HOME is first priority on *ALL* platforms. |
|
178 | 178 | |
|
179 | 179 | Parameters |
|
180 | 180 | ---------- |
|
181 | 181 | |
|
182 | 182 | require_writable : bool [default: False] |
|
183 | 183 | if True: |
|
184 | 184 | guarantees the return value is a writable directory, otherwise |
|
185 | 185 | raises HomeDirError |
|
186 | 186 | if False: |
|
187 | 187 | The path is resolved, but it is not guaranteed to exist or be writable. |
|
188 | 188 | """ |
|
189 | 189 | |
|
190 | 190 | # first, check py2exe distribution root directory for _ipython. |
|
191 | 191 | # This overrides all. Normally does not exist. |
|
192 | 192 | |
|
193 | 193 | if hasattr(sys, "frozen"): #Is frozen by py2exe |
|
194 | 194 | if '\\library.zip\\' in IPython.__file__.lower():#libraries compressed to zip-file |
|
195 | 195 | root, rest = IPython.__file__.lower().split('library.zip') |
|
196 | 196 | else: |
|
197 | 197 | root=os.path.join(os.path.split(IPython.__file__)[0],"../../") |
|
198 | 198 | root=os.path.abspath(root).rstrip('\\') |
|
199 | 199 | if _writable_dir(os.path.join(root, '_ipython')): |
|
200 | 200 | os.environ["IPYKITROOT"] = root |
|
201 | 201 | return py3compat.cast_unicode(root, fs_encoding) |
|
202 | 202 | |
|
203 | 203 | homedir = os.path.expanduser('~') |
|
204 | 204 | # Next line will make things work even when /home/ is a symlink to |
|
205 | 205 | # /usr/home as it is on FreeBSD, for example |
|
206 | 206 | homedir = os.path.realpath(homedir) |
|
207 | 207 | |
|
208 | 208 | if not _writable_dir(homedir) and os.name == 'nt': |
|
209 | 209 | # expanduser failed, use the registry to get the 'My Documents' folder. |
|
210 | 210 | try: |
|
211 | 211 | import _winreg as wreg |
|
212 | 212 | key = wreg.OpenKey( |
|
213 | 213 | wreg.HKEY_CURRENT_USER, |
|
214 | 214 | "Software\Microsoft\Windows\CurrentVersion\Explorer\Shell Folders" |
|
215 | 215 | ) |
|
216 | 216 | homedir = wreg.QueryValueEx(key,'Personal')[0] |
|
217 | 217 | key.Close() |
|
218 | 218 | except: |
|
219 | 219 | pass |
|
220 | 220 | |
|
221 | 221 | if (not require_writable) or _writable_dir(homedir): |
|
222 | 222 | return py3compat.cast_unicode(homedir, fs_encoding) |
|
223 | 223 | else: |
|
224 | 224 | raise HomeDirError('%s is not a writable dir, ' |
|
225 | 225 | 'set $HOME environment variable to override' % homedir) |
|
226 | 226 | |
|
227 | 227 | def get_xdg_dir(): |
|
228 | 228 | """Return the XDG_CONFIG_HOME, if it is defined and exists, else None. |
|
229 | 229 | |
|
230 | 230 | This is only for posix (Linux,Unix,OS X, etc) systems. |
|
231 | 231 | """ |
|
232 | 232 | |
|
233 | 233 | env = os.environ |
|
234 | 234 | |
|
235 | 235 | if os.name == 'posix': |
|
236 | 236 | # Linux, Unix, AIX, OS X |
|
237 | 237 | # use ~/.config if empty OR not set |
|
238 | 238 | xdg = env.get("XDG_CONFIG_HOME", None) or os.path.join(get_home_dir(), '.config') |
|
239 | 239 | if xdg and _writable_dir(xdg): |
|
240 | 240 | return py3compat.cast_unicode(xdg, fs_encoding) |
|
241 | 241 | |
|
242 | 242 | return None |
|
243 | 243 | |
|
244 | 244 | |
|
245 | 245 | def get_ipython_dir(): |
|
246 | 246 | """Get the IPython directory for this platform and user. |
|
247 | 247 | |
|
248 | 248 | This uses the logic in `get_home_dir` to find the home directory |
|
249 | 249 | and then adds .ipython to the end of the path. |
|
250 | 250 | """ |
|
251 | 251 | |
|
252 | 252 | env = os.environ |
|
253 | 253 | pjoin = os.path.join |
|
254 | 254 | |
|
255 | 255 | |
|
256 | 256 | ipdir_def = '.ipython' |
|
257 | 257 | xdg_def = 'ipython' |
|
258 | 258 | |
|
259 | 259 | home_dir = get_home_dir() |
|
260 | 260 | xdg_dir = get_xdg_dir() |
|
261 | 261 | |
|
262 | 262 | # import pdb; pdb.set_trace() # dbg |
|
263 | 263 | ipdir = env.get('IPYTHON_DIR', env.get('IPYTHONDIR', None)) |
|
264 | 264 | if ipdir is None: |
|
265 | 265 | # not set explicitly, use XDG_CONFIG_HOME or HOME |
|
266 | 266 | home_ipdir = pjoin(home_dir, ipdir_def) |
|
267 | 267 | if xdg_dir: |
|
268 | 268 | # use XDG, as long as the user isn't already |
|
269 | 269 | # using $HOME/.ipython and *not* XDG/ipython |
|
270 | 270 | |
|
271 | 271 | xdg_ipdir = pjoin(xdg_dir, xdg_def) |
|
272 | 272 | |
|
273 | 273 | if _writable_dir(xdg_ipdir) or not _writable_dir(home_ipdir): |
|
274 | 274 | ipdir = xdg_ipdir |
|
275 | 275 | |
|
276 | 276 | if ipdir is None: |
|
277 | 277 | # not using XDG |
|
278 | 278 | ipdir = home_ipdir |
|
279 | 279 | |
|
280 | 280 | ipdir = os.path.normpath(os.path.expanduser(ipdir)) |
|
281 | 281 | |
|
282 | 282 | if os.path.exists(ipdir) and not _writable_dir(ipdir): |
|
283 | 283 | # ipdir exists, but is not writable |
|
284 | 284 | warnings.warn("IPython dir '%s' is not a writable location," |
|
285 | 285 | " using a temp directory."%ipdir) |
|
286 | 286 | ipdir = tempfile.mkdtemp() |
|
287 | 287 | elif not os.path.exists(ipdir): |
|
288 | 288 | parent = ipdir.rsplit(os.path.sep, 1)[0] |
|
289 | 289 | if not _writable_dir(parent): |
|
290 | 290 | # ipdir does not exist and parent isn't writable |
|
291 | 291 | warnings.warn("IPython parent '%s' is not a writable location," |
|
292 | 292 | " using a temp directory."%parent) |
|
293 | 293 | ipdir = tempfile.mkdtemp() |
|
294 | 294 | |
|
295 | 295 | return py3compat.cast_unicode(ipdir, fs_encoding) |
|
296 | 296 | |
|
297 | 297 | |
|
298 | 298 | def get_ipython_package_dir(): |
|
299 | 299 | """Get the base directory where IPython itself is installed.""" |
|
300 | 300 | ipdir = os.path.dirname(IPython.__file__) |
|
301 | 301 | return py3compat.cast_unicode(ipdir, fs_encoding) |
|
302 | 302 | |
|
303 | 303 | |
|
304 | 304 | def get_ipython_module_path(module_str): |
|
305 | 305 | """Find the path to an IPython module in this version of IPython. |
|
306 | 306 | |
|
307 | 307 | This will always find the version of the module that is in this importable |
|
308 | 308 | IPython package. This will always return the path to the ``.py`` |
|
309 | 309 | version of the module. |
|
310 | 310 | """ |
|
311 | 311 | if module_str == 'IPython': |
|
312 | 312 | return os.path.join(get_ipython_package_dir(), '__init__.py') |
|
313 | 313 | mod = import_item(module_str) |
|
314 | 314 | the_path = mod.__file__.replace('.pyc', '.py') |
|
315 | 315 | the_path = the_path.replace('.pyo', '.py') |
|
316 | 316 | return py3compat.cast_unicode(the_path, fs_encoding) |
|
317 | 317 | |
|
318 | 318 | def locate_profile(profile='default'): |
|
319 | 319 | """Find the path to the folder associated with a given profile. |
|
320 | 320 | |
|
321 |
I.e. find $IPYTHON |
|
|
321 | I.e. find $IPYTHONDIR/profile_whatever. | |
|
322 | 322 | """ |
|
323 | 323 | from IPython.core.profiledir import ProfileDir, ProfileDirError |
|
324 | 324 | try: |
|
325 | 325 | pd = ProfileDir.find_profile_dir_by_name(get_ipython_dir(), profile) |
|
326 | 326 | except ProfileDirError: |
|
327 | 327 | # IOError makes more sense when people are expecting a path |
|
328 | 328 | raise IOError("Couldn't find profile %r" % profile) |
|
329 | 329 | return pd.location |
|
330 | 330 | |
|
331 | 331 | def expand_path(s): |
|
332 | 332 | """Expand $VARS and ~names in a string, like a shell |
|
333 | 333 | |
|
334 | 334 | :Examples: |
|
335 | 335 | |
|
336 | 336 | In [2]: os.environ['FOO']='test' |
|
337 | 337 | |
|
338 | 338 | In [3]: expand_path('variable FOO is $FOO') |
|
339 | 339 | Out[3]: 'variable FOO is test' |
|
340 | 340 | """ |
|
341 | 341 | # This is a pretty subtle hack. When expand user is given a UNC path |
|
342 | 342 | # on Windows (\\server\share$\%username%), os.path.expandvars, removes |
|
343 | 343 | # the $ to get (\\server\share\%username%). I think it considered $ |
|
344 | 344 | # alone an empty var. But, we need the $ to remains there (it indicates |
|
345 | 345 | # a hidden share). |
|
346 | 346 | if os.name=='nt': |
|
347 | 347 | s = s.replace('$\\', 'IPYTHON_TEMP') |
|
348 | 348 | s = os.path.expandvars(os.path.expanduser(s)) |
|
349 | 349 | if os.name=='nt': |
|
350 | 350 | s = s.replace('IPYTHON_TEMP', '$\\') |
|
351 | 351 | return s |
|
352 | 352 | |
|
353 | 353 | |
|
354 | 354 | def target_outdated(target,deps): |
|
355 | 355 | """Determine whether a target is out of date. |
|
356 | 356 | |
|
357 | 357 | target_outdated(target,deps) -> 1/0 |
|
358 | 358 | |
|
359 | 359 | deps: list of filenames which MUST exist. |
|
360 | 360 | target: single filename which may or may not exist. |
|
361 | 361 | |
|
362 | 362 | If target doesn't exist or is older than any file listed in deps, return |
|
363 | 363 | true, otherwise return false. |
|
364 | 364 | """ |
|
365 | 365 | try: |
|
366 | 366 | target_time = os.path.getmtime(target) |
|
367 | 367 | except os.error: |
|
368 | 368 | return 1 |
|
369 | 369 | for dep in deps: |
|
370 | 370 | dep_time = os.path.getmtime(dep) |
|
371 | 371 | if dep_time > target_time: |
|
372 | 372 | #print "For target",target,"Dep failed:",dep # dbg |
|
373 | 373 | #print "times (dep,tar):",dep_time,target_time # dbg |
|
374 | 374 | return 1 |
|
375 | 375 | return 0 |
|
376 | 376 | |
|
377 | 377 | |
|
378 | 378 | def target_update(target,deps,cmd): |
|
379 | 379 | """Update a target with a given command given a list of dependencies. |
|
380 | 380 | |
|
381 | 381 | target_update(target,deps,cmd) -> runs cmd if target is outdated. |
|
382 | 382 | |
|
383 | 383 | This is just a wrapper around target_outdated() which calls the given |
|
384 | 384 | command if target is outdated.""" |
|
385 | 385 | |
|
386 | 386 | if target_outdated(target,deps): |
|
387 | 387 | system(cmd) |
|
388 | 388 | |
|
389 | 389 | def filehash(path): |
|
390 | 390 | """Make an MD5 hash of a file, ignoring any differences in line |
|
391 | 391 | ending characters.""" |
|
392 | 392 | with open(path, "rU") as f: |
|
393 | 393 | return md5(py3compat.str_to_bytes(f.read())).hexdigest() |
|
394 | 394 | |
|
395 | 395 | # If the config is unmodified from the default, we'll just delete it. |
|
396 | 396 | # These are consistent for 0.10.x, thankfully. We're not going to worry about |
|
397 | 397 | # older versions. |
|
398 | 398 | old_config_md5 = {'ipy_user_conf.py': 'fc108bedff4b9a00f91fa0a5999140d3', |
|
399 | 399 | 'ipythonrc': '12a68954f3403eea2eec09dc8fe5a9b5'} |
|
400 | 400 | |
|
401 | 401 | def check_for_old_config(ipython_dir=None): |
|
402 | 402 | """Check for old config files, and present a warning if they exist. |
|
403 | 403 | |
|
404 | 404 | A link to the docs of the new config is included in the message. |
|
405 | 405 | |
|
406 | 406 | This should mitigate confusion with the transition to the new |
|
407 | 407 | config system in 0.11. |
|
408 | 408 | """ |
|
409 | 409 | if ipython_dir is None: |
|
410 | 410 | ipython_dir = get_ipython_dir() |
|
411 | 411 | |
|
412 | 412 | old_configs = ['ipy_user_conf.py', 'ipythonrc', 'ipython_config.py'] |
|
413 | 413 | warned = False |
|
414 | 414 | for cfg in old_configs: |
|
415 | 415 | f = os.path.join(ipython_dir, cfg) |
|
416 | 416 | if os.path.exists(f): |
|
417 | 417 | if filehash(f) == old_config_md5.get(cfg, ''): |
|
418 | 418 | os.unlink(f) |
|
419 | 419 | else: |
|
420 | 420 | warnings.warn("Found old IPython config file %r (modified by user)"%f) |
|
421 | 421 | warned = True |
|
422 | 422 | |
|
423 | 423 | if warned: |
|
424 | 424 | warnings.warn(""" |
|
425 | 425 | The IPython configuration system has changed as of 0.11, and these files will |
|
426 | 426 | be ignored. See http://ipython.github.com/ipython-doc/dev/config for details |
|
427 | 427 | of the new config system. |
|
428 | 428 | To start configuring IPython, do `ipython profile create`, and edit |
|
429 | 429 | `ipython_config.py` in <ipython_dir>/profile_default. |
|
430 | 430 | If you need to leave the old config files in place for an older version of |
|
431 | 431 | IPython and want to suppress this warning message, set |
|
432 | 432 | `c.InteractiveShellApp.ignore_old_config=True` in the new config.""") |
|
433 | 433 | |
|
434 | 434 | def get_security_file(filename, profile='default'): |
|
435 | 435 | """Return the absolute path of a security file given by filename and profile |
|
436 | 436 | |
|
437 | 437 | This allows users and developers to find security files without |
|
438 | 438 | knowledge of the IPython directory structure. The search path |
|
439 | 439 | will be ['.', profile.security_dir] |
|
440 | 440 | |
|
441 | 441 | Parameters |
|
442 | 442 | ---------- |
|
443 | 443 | |
|
444 | 444 | filename : str |
|
445 | 445 | The file to be found. If it is passed as an absolute path, it will |
|
446 | 446 | simply be returned. |
|
447 | 447 | profile : str [default: 'default'] |
|
448 | 448 | The name of the profile to search. Leaving this unspecified |
|
449 | 449 | The file to be found. If it is passed as an absolute path, fname will |
|
450 | 450 | simply be returned. |
|
451 | 451 | |
|
452 | 452 | Returns |
|
453 | 453 | ------- |
|
454 | 454 | Raises :exc:`IOError` if file not found or returns absolute path to file. |
|
455 | 455 | """ |
|
456 | 456 | # import here, because profiledir also imports from utils.path |
|
457 | 457 | from IPython.core.profiledir import ProfileDir |
|
458 | 458 | try: |
|
459 | 459 | pd = ProfileDir.find_profile_dir_by_name(get_ipython_dir(), profile) |
|
460 | 460 | except Exception: |
|
461 | 461 | # will raise ProfileDirError if no such profile |
|
462 | 462 | raise IOError("Profile %r not found") |
|
463 | 463 | return filefind(filename, ['.', pd.security_dir]) |
|
464 | 464 |
@@ -1,48 +1,48 b'' | |||
|
1 | 1 | .TH IPCLUSTER 1 "July 15, 2011" "" "" |
|
2 | 2 | .SH NAME |
|
3 | 3 | \fBipcluster \- IPython parallel computing cluster control tool |
|
4 | 4 | .SH SYNOPSIS |
|
5 | 5 | .nf |
|
6 | 6 | .fam C |
|
7 | 7 | \fBipcluster\fP {\fmpiexec,local,mpirun,pbs,ssh\fP} [\fIoptions\fP] |
|
8 | 8 | .fam T |
|
9 | 9 | .fi |
|
10 | 10 | .SH DESCRIPTION |
|
11 | 11 | ipcluster is a control tool for IPython's parallel computing functions. |
|
12 | 12 | |
|
13 | 13 | IPython cluster startup. This starts a controller and engines using various |
|
14 |
approaches. Use the IPYTHON |
|
|
14 | approaches. Use the IPYTHONDIR environment variable to change your IPython | |
|
15 | 15 | directory from the default of ~/.ipython or ~/.config/ipython. The log and security |
|
16 | 16 | subdirectories of your IPython directory will be used by this script for log |
|
17 | 17 | files and security files. |
|
18 | 18 | .SH POSITIONAL ARGUMENTS |
|
19 | 19 | |
|
20 | 20 | The first positional argument should be one of: {start, stop, engines}, |
|
21 | 21 | which are the available subcommands. |
|
22 | 22 | |
|
23 | 23 | For detailed help on each, type "ipcluster CMD \-\-help". Briefly: |
|
24 | 24 | |
|
25 | 25 | start start an IPython cluster |
|
26 | 26 | stop stop a running IPython cluster |
|
27 | 27 | engines add a number of engines to a running cluster |
|
28 | 28 | .SH OPTIONS |
|
29 | 29 | .TP |
|
30 | 30 | .B |
|
31 | 31 | \-h, \-\-help |
|
32 | 32 | show help message and exit |
|
33 | 33 | .SH EXAMPLE |
|
34 | 34 | ipcluster start \-\-n=4 |
|
35 | 35 | |
|
36 | 36 | This command will start 4 IPython engines on the local computer. |
|
37 | 37 | .SH SEE ALSO |
|
38 | 38 | .BR ipython(1), |
|
39 | 39 | .BR ipcontroller(1), |
|
40 | 40 | .BR ipengine(1) |
|
41 | 41 | .br |
|
42 | 42 | .SH AUTHOR |
|
43 | 43 | \fBipcluster\fP is a tool that ships with IPython, created by |
|
44 | 44 | the IPython Development Team. |
|
45 | 45 | .PP |
|
46 | 46 | This manual page was written by Stephan Peijnik <debian@sp.or.at>, |
|
47 | 47 | for the Debian project (but may be used by others). Modified by Fernando Perez |
|
48 | 48 | <Fernando.Perez@berkeley.edu> for inclusion in IPython. |
@@ -1,164 +1,164 b'' | |||
|
1 | 1 | .TH IPCONTROLLER 1 "October 29, 2008" "" "" |
|
2 | 2 | .SH NAME |
|
3 | 3 | \fBipcontroller \- IPython parallel computing controller control tool |
|
4 | 4 | .SH SYNOPSIS |
|
5 | 5 | .nf |
|
6 | 6 | .fam C |
|
7 | 7 | \fBipengine\fP [\fIoptions\fP] |
|
8 | 8 | .fam T |
|
9 | 9 | .fi |
|
10 | 10 | .SH DESCRIPTION |
|
11 | 11 | ipcontroller is a control tool for IPython's parallel computing functions. |
|
12 | 12 | .SH OPTIONS |
|
13 | 13 | .TP |
|
14 | 14 | .B |
|
15 | 15 | \-h, \-\-help |
|
16 | 16 | show this help message and exit |
|
17 | 17 | .TP |
|
18 | 18 | .B |
|
19 | 19 | .TP |
|
20 | 20 | .B \-\-no\-secure |
|
21 | 21 | Don't authenticate messages. |
|
22 | 22 | .TP |
|
23 | 23 | .B \-\-usethreads |
|
24 | 24 | Use threads instead of processes for the schedulers |
|
25 | 25 | .TP |
|
26 | 26 | .B \-\-init |
|
27 | 27 | Initialize profile with default config files |
|
28 | 28 | .TP |
|
29 | 29 | .B \-\-log\-to\-file |
|
30 | 30 | send log output to a file |
|
31 | 31 | .TP |
|
32 | 32 | .B \-\-reuse |
|
33 | 33 | reuse existing json connection files |
|
34 | 34 | .TP |
|
35 | 35 | .B \-\-mongodb |
|
36 | 36 | use the MongoDB backend |
|
37 | 37 | .TP |
|
38 | 38 | .B \-\-quiet |
|
39 | 39 | set log level to logging.CRITICAL (minimize logging output) |
|
40 | 40 | .TP |
|
41 | 41 | .B \-\-debug |
|
42 | 42 | set log level to logging.DEBUG (maximize logging output) |
|
43 | 43 | .TP |
|
44 | 44 | .B \-\-sqlitedb |
|
45 | 45 | use the SQLiteDB backend |
|
46 | 46 | .TP |
|
47 | 47 | .B \-\-dictdb |
|
48 | 48 | use the in-memory DictDB backend |
|
49 | 49 | .TP |
|
50 | 50 | .B \-\-secure |
|
51 | 51 | Use HMAC digests for authentication of messages. |
|
52 | 52 | .TP |
|
53 | 53 | .B \-\-profile=<Unicode> (BaseIPythonApplication.profile) |
|
54 | 54 | Default: u'default' |
|
55 | 55 | The IPython profile to use. |
|
56 | 56 | .TP |
|
57 | 57 | .B \-\-hwm=<Int> (TaskScheduler.hwm) |
|
58 | 58 | Default: 0 |
|
59 | 59 | .br |
|
60 | 60 | specify the High Water Mark (HWM) for the downstream socket in the Task |
|
61 | 61 | scheduler. This is the maximum number of allowed outstanding tasks on each |
|
62 | 62 | engine. |
|
63 | 63 | .TP |
|
64 | 64 | .B \-\-secure=<Bool> (IPControllerApp.secure) |
|
65 | 65 | Default: True |
|
66 | 66 | Whether to use HMAC digests for extra message authentication. |
|
67 | 67 | .TP |
|
68 | 68 | .B \-\-ip=<Unicode> (HubFactory.ip) |
|
69 | 69 | Default: '127.0.0.1' |
|
70 | 70 | The IP address for registration. This is generally either '127.0.0.1' for |
|
71 | 71 | loopback only or '*' for all interfaces. [default: '127.0.0.1'] |
|
72 | 72 | .TP |
|
73 | 73 | .B \-\-log\-url=<Unicode> (BaseParallelApplication.log_url) |
|
74 | 74 | Default: '' |
|
75 | 75 | The ZMQ URL of the iplogger to aggregate logging. |
|
76 | 76 | .TP |
|
77 | 77 | .B \-\-work\-dir=<Unicode> (BaseParallelApplication.work_dir) |
|
78 | 78 | Default: u'/Users/minrk/dev/ip/mine/docs/man' |
|
79 | 79 | Set the working dir for the process. |
|
80 | 80 | .TP |
|
81 | 81 | .B \-\-port=<Int> (HubFactory.regport) |
|
82 | 82 | Default: 0 |
|
83 | 83 | The port on which the Hub listens for registration. |
|
84 | 84 | .TP |
|
85 | 85 | .B \-\-profile\-dir=<Unicode> (ProfileDir.location) |
|
86 | 86 | Default: u'' |
|
87 | 87 | Set the profile location directly. This overrides the logic used by the |
|
88 | 88 | `profile` option. |
|
89 | 89 | .TP |
|
90 | 90 | .B \-\-ident=<CBytes> (Session.session) |
|
91 | 91 | Default: '' |
|
92 | 92 | The UUID identifying this session. |
|
93 | 93 | .TP |
|
94 | 94 | .B \-\-log\-to\-file=<Bool> (BaseParallelApplication.log_to_file) |
|
95 | 95 | Default: False |
|
96 | 96 | whether to log to a file |
|
97 | 97 | .TP |
|
98 | 98 | .B \-\-ipython\-dir=<Unicode> (BaseIPythonApplication.ipython_dir) |
|
99 | 99 | Default: u'/Users/minrk/.ipython' |
|
100 | 100 | The name of the IPython directory. This directory is used for logging |
|
101 | 101 | configuration (through profiles), history storage, etc. The default is |
|
102 | 102 | usually $HOME/.ipython. This options can also be specified through the |
|
103 |
environment variable IPYTHON |
|
|
103 | environment variable IPYTHONDIR. | |
|
104 | 104 | .TP |
|
105 | 105 | .B \-\-url=<Unicode> (HubFactory.url) |
|
106 | 106 | Default: '' |
|
107 | 107 | The 0MQ url used for registration. This sets transport, ip, and port in one |
|
108 | 108 | variable. For example: url='tcp://127.0.0.1:12345' or url='epgm://*:90210' |
|
109 | 109 | .TP |
|
110 | 110 | .B \-\-user=<Unicode> (Session.username) |
|
111 | 111 | Default: 'minrk' |
|
112 | 112 | Username for the Session. Default is your system username. |
|
113 | 113 | .TP |
|
114 | 114 | .B \-\-ping=<CFloat> (HeartMonitor.period) |
|
115 | 115 | Default: 1000 |
|
116 | 116 | The frequency at which the Hub pings the engines for heartbeats (in ms) |
|
117 | 117 | .TP |
|
118 | 118 | .B \-\-log\-level=<Enum> (Application.log_level) |
|
119 | 119 | Default: 30 |
|
120 | 120 | Choices: (0, 10, 20, 30, 40, 50, 'DEBUG', 'INFO', 'WARN', 'ERROR', 'CRITICAL') |
|
121 | 121 | Set the log level by value or name. |
|
122 | 122 | .TP |
|
123 | 123 | .B \-\-location=<Unicode> (IPControllerApp.location) |
|
124 | 124 | Default: u'' |
|
125 | 125 | The external IP or domain name of the Controller, used for disambiguating |
|
126 | 126 | engine and client connections. |
|
127 | 127 | .TP |
|
128 | 128 | .B \-\-clean\-logs=<Bool> (BaseParallelApplication.clean_logs) |
|
129 | 129 | Default: False |
|
130 | 130 | whether to cleanup old logfiles before starting |
|
131 | 131 | .TP |
|
132 | 132 | .B \-\-scheme=<Enum> (TaskScheduler.scheme_name) |
|
133 | 133 | Default: 'leastload' |
|
134 | 134 | Choices: ('leastload', 'pure', 'lru', 'plainrandom', 'weighted', 'twobin') |
|
135 | 135 | select the task scheduler scheme [default: Python LRU] Options are: 'pure', |
|
136 | 136 | \&'lru', 'plainrandom', 'weighted', 'twobin','leastload' |
|
137 | 137 | .TP |
|
138 | 138 | .B \-\-keyfile=<Unicode> (Session.keyfile) |
|
139 | 139 | Default: '' |
|
140 | 140 | path to file containing execution key. |
|
141 | 141 | .TP |
|
142 | 142 | .B \-\-transport=<Unicode> (HubFactory.transport) |
|
143 | 143 | Default: 'tcp' |
|
144 | 144 | The 0MQ transport for communications. This will likely be the default of |
|
145 | 145 | \&'tcp', but other values include 'ipc', 'epgm', 'inproc'. |
|
146 | 146 | .TP |
|
147 | 147 | .B \-\-ssh=<Unicode> (IPControllerApp.ssh_server) |
|
148 | 148 | Default: u'' |
|
149 | 149 | ssh url for clients to use when connecting to the Controller processes. It |
|
150 | 150 | should be of the form: [user@]server[:port]. The Controller's listening |
|
151 | 151 | addresses must be accessible from the ssh server |
|
152 | 152 | .SH SEE ALSO |
|
153 | 153 | .BR ipython(1), |
|
154 | 154 | .BR ipcluster(1), |
|
155 | 155 | .BR ipengine(1) |
|
156 | 156 | .br |
|
157 | 157 | .SH AUTHOR |
|
158 | 158 | \fBipcontroller\fP is a tool that ships with IPython, created by |
|
159 | 159 | the IPython Development Team. |
|
160 | 160 | .PP |
|
161 | 161 | This manual page was written by Stephan Peijnik <debian@sp.or.at>, |
|
162 | 162 | for the Debian project (but may be used by others). Modified by Fernando Perez |
|
163 | 163 | <Fernando.Perez@berkeley.edu> for inclusion in IPython, and updated by |
|
164 | 164 | Min Ragan-Kelley <benjaminrk@gmail.com> for 0.11. |
@@ -1,98 +1,98 b'' | |||
|
1 | 1 | .TH IPLOGGER 1 "July 21, 2011" "" "" |
|
2 | 2 | .\" Man page generated from reStructeredText. |
|
3 | 3 | .SH NAME |
|
4 | 4 | \fBiplogger \- IPython logger for parallel computing. |
|
5 | 5 | .SH DESCRIPTION |
|
6 | 6 | Start an IPython logger for parallel computing. |
|
7 | 7 | .sp |
|
8 | 8 | IPython controllers and engines (and your own processes) can broadcast log |
|
9 | 9 | messages by registering a \fIzmq.log.handlers.PUBHandler\fP with the \fIlogging\fP |
|
10 | 10 | module. The logger can be configured using command line options or using a |
|
11 | 11 | cluster directory. Cluster directories contain config, log and security files |
|
12 | 12 | and are usually located in your ipython directory and named as "profile_name". |
|
13 | 13 | See the \fIprofile\fP and \fIprofile\-dir\fP options for details. |
|
14 | 14 | .SH OPTIONS |
|
15 | 15 | .sp |
|
16 | 16 | IPython command\-line arguments are passed as \(aq\-\-<flag>\(aq, or \(aq\-\-<name>=<value>\(aq. |
|
17 | 17 | .sp |
|
18 | 18 | Arguments that take values are actually convenience aliases to full |
|
19 | 19 | Configurables, whose aliases are listed on the help line. For more information |
|
20 | 20 | on full configurables, see \(aq\-\-help\-all\(aq. |
|
21 | 21 | .TP |
|
22 | 22 | .B \-\-debug |
|
23 | 23 | . |
|
24 | 24 | set log level to logging.DEBUG (maximize logging output) |
|
25 | 25 | .TP |
|
26 | 26 | .B \-\-init |
|
27 | 27 | . |
|
28 | 28 | Initialize profile with default config files. This is equivalent |
|
29 | 29 | to running \fIipython profile create <profile>\fP prior to startup. |
|
30 | 30 | .TP |
|
31 | 31 | .B \-\-log\-to\-file |
|
32 | 32 | . |
|
33 | 33 | send log output to a file |
|
34 | 34 | .TP |
|
35 | 35 | .B \-\-quiet |
|
36 | 36 | . |
|
37 | 37 | set log level to logging.CRITICAL (minimize logging output) |
|
38 | 38 | .TP |
|
39 | 39 | .B \-\-profile=<Unicode> (BaseIPythonApplication.profile) |
|
40 | 40 | . |
|
41 | 41 | Default: u\(aqdefault\(aq |
|
42 | 42 | The IPython profile to use. |
|
43 | 43 | .TP |
|
44 | 44 | .B \-\-log\-to\-file=<Bool> (BaseParallelApplication.log_to_file) |
|
45 | 45 | . |
|
46 | 46 | Default: False |
|
47 | 47 | whether to log to a file |
|
48 | 48 | .TP |
|
49 | 49 | .B \-\-ipython\-dir=<Unicode> (BaseIPythonApplication.ipython_dir) |
|
50 | 50 | . |
|
51 | 51 | The name of the IPython directory. This directory is used for logging |
|
52 | 52 | configuration (through profiles), history storage, etc. The default is |
|
53 | 53 | usually $XDG_CONFIG_HOME/ipython. This options can also be specified |
|
54 |
through the environment variable IPYTHON |
|
|
54 | through the environment variable IPYTHONDIR. | |
|
55 | 55 | .TP |
|
56 | 56 | .B \-\-url=<Unicode> (LogWatcher.url) |
|
57 | 57 | . |
|
58 | 58 | Default: \(aq\fI\%tcp://127.0.0.1:20202\fP\(aq |
|
59 | 59 | ZMQ url on which to listen for log messages |
|
60 | 60 | .TP |
|
61 | 61 | .B \-\-topics=<List> (LogWatcher.topics) |
|
62 | 62 | . |
|
63 | 63 | Default: [\(aq\(aq] |
|
64 | 64 | The ZMQ topics to subscribe to. Default is to subscribe to all messages |
|
65 | 65 | .TP |
|
66 | 66 | .B \-\-log\-level=<Enum> (Application.log_level) |
|
67 | 67 | . |
|
68 | 68 | Default: 30 |
|
69 | 69 | Choices: (0, 10, 20, 30, 40, 50, \(aqDEBUG\(aq, \(aqINFO\(aq, \(aqWARN\(aq, \(aqERROR\(aq, \(aqCRITICAL\(aq) |
|
70 | 70 | Set the log level by value or name. |
|
71 | 71 | .TP |
|
72 | 72 | .B \-\-log\-url=<Unicode> (BaseParallelApplication.log_url) |
|
73 | 73 | . |
|
74 | 74 | Default: \(aq\(aq |
|
75 | 75 | The ZMQ URL of the iplogger to aggregate logging. |
|
76 | 76 | .TP |
|
77 | 77 | .B \-\-clean\-logs=<Bool> (BaseParallelApplication.clean_logs) |
|
78 | 78 | . |
|
79 | 79 | Default: False |
|
80 | 80 | whether to cleanup old logfiles before starting |
|
81 | 81 | .TP |
|
82 | 82 | .B \-\-profile\-dir=<Unicode> (ProfileDir.location) |
|
83 | 83 | . |
|
84 | 84 | Default: u\(aq\(aq |
|
85 | 85 | Set the profile location directly. This overrides the logic used by the |
|
86 | 86 | \fIprofile\fP option. |
|
87 | 87 | .TP |
|
88 | 88 | .B \-\-work\-dir=<Unicode> (BaseParallelApplication.work_dir) |
|
89 | 89 | . |
|
90 | 90 | Set the working dir for the process. |
|
91 | 91 | .SH SEE ALSO |
|
92 | 92 | .BR ipython(1), |
|
93 | 93 | .BR ipcontroller(1), |
|
94 | 94 | .BR ipengine(1) |
|
95 | 95 | .br |
|
96 | 96 | .SH AUTHOR |
|
97 | 97 | \fBiplogger\fP is a tool that ships with IPython, created by |
|
98 | 98 | the IPython Development Team. |
@@ -1,241 +1,241 b'' | |||
|
1 | 1 | .\" Hey, EMACS: -*- nroff -*- |
|
2 | 2 | .\" First parameter, NAME, should be all caps |
|
3 | 3 | .\" Second parameter, SECTION, should be 1-8, maybe w/ subsection |
|
4 | 4 | .\" other parameters are allowed: see man(7), man(1) |
|
5 | 5 | .TH IPYTHON 1 "July 15, 2011" |
|
6 | 6 | .\" Please adjust this date whenever revising the manpage. |
|
7 | 7 | .\" |
|
8 | 8 | .\" Some roff macros, for reference: |
|
9 | 9 | .\" .nh disable hyphenation |
|
10 | 10 | .\" .hy enable hyphenation |
|
11 | 11 | .\" .ad l left justify |
|
12 | 12 | .\" .ad b justify to both left and right margins |
|
13 | 13 | .\" .nf disable filling |
|
14 | 14 | .\" .fi enable filling |
|
15 | 15 | .\" .br insert line break |
|
16 | 16 | .\" .sp <n> insert n+1 empty lines |
|
17 | 17 | .\" for manpage-specific macros, see man(7) and groff_man(7) |
|
18 | 18 | .\" .SH section heading |
|
19 | 19 | .\" .SS secondary section heading |
|
20 | 20 | .\" |
|
21 | 21 | .\" |
|
22 | 22 | .\" To preview this page as plain text: nroff -man ipython.1 |
|
23 | 23 | .\" |
|
24 | 24 | .SH NAME |
|
25 | 25 | ipython \- Tools for Interactive Computing in Python. |
|
26 | 26 | .SH SYNOPSIS |
|
27 | 27 | .B ipython |
|
28 | 28 | .RI [ options ] " files" ... |
|
29 | 29 | .SH DESCRIPTION |
|
30 | 30 | An interactive Python shell with automatic history (input and output), dynamic |
|
31 | 31 | object introspection, easier configuration, command completion, access to the |
|
32 | 32 | system shell, integration with numerical and scientific computing tools, and |
|
33 | 33 | more. |
|
34 | 34 | . |
|
35 | 35 | .SH REGULAR OPTIONS |
|
36 | 36 | All options that take values, must be of the form '\-\-name=value', but |
|
37 | 37 | flags that take no arguments are allowed a single '\-' to allow common |
|
38 | 38 | patterns like: 'ipython \-i myscript.py'. To pass arguments to scripts, |
|
39 | 39 | rather than to IPython, specify them after '\-\-'. |
|
40 | 40 | .br |
|
41 | 41 | .sp 1 |
|
42 | 42 | All options can also be set from your ipython_config.py configuration file. |
|
43 | 43 | See the provided examples for assistance. Options given on the |
|
44 | 44 | commandline override the values set in ipython_config.py. To generate |
|
45 | 45 | the default config file, do `ipython profile create`. |
|
46 | 46 | .br |
|
47 | 47 | .sp 1 |
|
48 | 48 | All options with a [no] prepended can be specified in negated form |
|
49 | 49 | (\-\-no\-option instead of \-\-option) to turn the feature off. |
|
50 | 50 | .TP |
|
51 | 51 | .B \-h, \-\-help |
|
52 | 52 | Show summary of options. |
|
53 | 53 | .B \-\-no\-autoindent |
|
54 | 54 | Turn off autoindenting. |
|
55 | 55 | .TP |
|
56 | 56 | .B \-\-autoedit\-syntax |
|
57 | 57 | Turn on auto editing of files with syntax errors. |
|
58 | 58 | .TP |
|
59 | 59 | .B \-\-pylab |
|
60 | 60 | Pre-load matplotlib and numpy for interactive use with |
|
61 | 61 | the default matplotlib backend. |
|
62 | 62 | .TP |
|
63 | 63 | .B \-\-confirm\-exit |
|
64 | 64 | Set to confirm when you try to exit IPython with an EOF (Control-D |
|
65 | 65 | in Unix, Control-Z/Enter in Windows). By typing 'exit' or 'quit', |
|
66 | 66 | you can force a direct exit without any confirmation. |
|
67 | 67 | .TP |
|
68 | 68 | .B \-\-deep\-reload |
|
69 | 69 | Enable deep (recursive) reloading by default. IPython can use the |
|
70 | 70 | deep_reload module which reloads changes in modules recursively (it |
|
71 | 71 | replaces the reload() function, so you don't need to change anything to |
|
72 | 72 | use it). deep_reload() forces a full reload of modules whose code may |
|
73 | 73 | have changed, which the default reload() function does not. When |
|
74 | 74 | deep_reload is off, IPython will use the normal reload(), but |
|
75 | 75 | deep_reload will still be available as dreload(). This feature is off |
|
76 | 76 | by default [which means that you have both normal reload() and |
|
77 | 77 | dreload()]. |
|
78 | 78 | .TP |
|
79 | 79 | .B \-\-no\-autoedit\-syntax |
|
80 | 80 | Turn off auto editing of files with syntax errors. |
|
81 | 81 | .TP |
|
82 | 82 | .B \-\-term\-title |
|
83 | 83 | Enable auto setting the terminal title. |
|
84 | 84 | .TP |
|
85 | 85 | .B \-\-no\-confirm\-exit |
|
86 | 86 | Don't prompt the user when exiting. |
|
87 | 87 | .TP |
|
88 | 88 | .B \-\-autoindent |
|
89 | 89 | Turn on autoindenting. |
|
90 | 90 | .TP |
|
91 | 91 | .B \-\-classic |
|
92 | 92 | Gives IPython a similar feel to the classic Python prompt. |
|
93 | 93 | .TP |
|
94 | 94 | .B \-\-no\-automagic |
|
95 | 95 | Turn off the auto calling of magic commands. |
|
96 | 96 | .TP |
|
97 | 97 | .B \-\-banner |
|
98 | 98 | Display a banner upon starting IPython. |
|
99 | 99 | .TP |
|
100 | 100 | .B \-\-automagic |
|
101 | 101 | Turn on the auto calling of magic commands. Type %%magic at the |
|
102 | 102 | IPython prompt for more information. |
|
103 | 103 | .TP |
|
104 | 104 | .B \-\-no\-deep\-reload |
|
105 | 105 | Disable deep (recursive) reloading by default. |
|
106 | 106 | .TP |
|
107 | 107 | .B \-\-no\-term\-title |
|
108 | 108 | Disable auto setting the terminal title. |
|
109 | 109 | .TP |
|
110 | 110 | .B \-\-nosep |
|
111 | 111 | Eliminate all spacing between prompts. |
|
112 | 112 | .TP |
|
113 | 113 | .B \-\-i |
|
114 | 114 | also works as '\-i' |
|
115 | 115 | If running code from the command line, become interactive afterwards. |
|
116 | 116 | .TP |
|
117 | 117 | .B \-\-debug |
|
118 | 118 | set log level to logging.DEBUG (maximize logging output) |
|
119 | 119 | .TP |
|
120 | 120 | .B \-\-pprint |
|
121 | 121 | Enable auto pretty printing of results. |
|
122 | 122 | .TP |
|
123 | 123 | .B \-\-quiet |
|
124 | 124 | set log level to logging.CRITICAL (minimize logging output) |
|
125 | 125 | .TP |
|
126 | 126 | .B \-\-pdb |
|
127 | 127 | Enable auto calling the pdb debugger after every exception. |
|
128 | 128 | .TP |
|
129 | 129 | .B \-\-color\-info |
|
130 | 130 | IPython can display information about objects via a set of func- |
|
131 | 131 | tions, and optionally can use colors for this, syntax highlighting |
|
132 | 132 | source code and various other elements. However, because this |
|
133 | 133 | information is passed through a pager (like 'less') and many pagers get |
|
134 | 134 | confused with color codes, this option is off by default. You can test |
|
135 | 135 | it and turn it on permanently in your ipython_config.py file if it |
|
136 | 136 | works for you. Test it and turn it on permanently if it works with |
|
137 | 137 | your system. The magic function %%color_info allows you to toggle this |
|
138 | 138 | interactively for testing. |
|
139 | 139 | .TP |
|
140 | 140 | .B \-\-init |
|
141 | 141 | Initialize profile with default config files |
|
142 | 142 | .TP |
|
143 | 143 | .B \-\-no\-pdb |
|
144 | 144 | Disable auto calling the pdb debugger after every exception. |
|
145 | 145 | .TP |
|
146 | 146 | .B \-\-quick |
|
147 | 147 | Enable quick startup with no config files. |
|
148 | 148 | .TP |
|
149 | 149 | .B \-\-no\-color\-info |
|
150 | 150 | Disable using colors for info related things. |
|
151 | 151 | .TP |
|
152 | 152 | .B \-\-no\-pprint |
|
153 | 153 | Disable auto auto pretty printing of results. |
|
154 | 154 | .TP |
|
155 | 155 | .B \-\-no\-banner |
|
156 | 156 | Don't display a banner upon starting IPython. |
|
157 | 157 | .TP |
|
158 | 158 | .B \-\-profile=<Unicode> (BaseIPythonApplication.profile) |
|
159 | 159 | Default: u'default' |
|
160 | 160 | The IPython profile to use. |
|
161 | 161 | .TP |
|
162 | 162 | .B \-\-c=<Unicode> (InteractiveShellApp.code_to_run) |
|
163 | 163 | Default: '' |
|
164 | 164 | Execute the given command string. |
|
165 | 165 | .TP |
|
166 | 166 | .B \-\-logappend=<Unicode> (InteractiveShell.logappend) |
|
167 | 167 | Default: '' |
|
168 | 168 | Start logging to the given file in append mode. |
|
169 | 169 | .TP |
|
170 | 170 | .B \-\-autocall=<Enum> (InteractiveShell.autocall) |
|
171 | 171 | Default: 1 |
|
172 | 172 | Choices: (0, 1, 2) |
|
173 | 173 | Make IPython automatically call any callable object even if you didn't type |
|
174 | 174 | explicit parentheses. For example, 'str 43' becomes 'str(43)' automatically. |
|
175 | 175 | The value can be '0' to disable the feature, '1' for 'smart' autocall, where |
|
176 | 176 | it is not applied if there are no more arguments on the line, and '2' for |
|
177 | 177 | \&'full' autocall, where all callable objects are automatically called (even |
|
178 | 178 | if no arguments are present). The default is '1'. |
|
179 | 179 | .TP |
|
180 | 180 | .B \-\-ipython\-dir=<Unicode> (BaseIPythonApplication.ipython_dir) |
|
181 | 181 | Default: u'/Users/minrk/.ipython' |
|
182 | 182 | The name of the IPython directory. This directory is used for logging |
|
183 | 183 | configuration (through profiles), history storage, etc. The default is |
|
184 | 184 | usually $HOME/.ipython. This options can also be specified through the |
|
185 |
environment variable IPYTHON |
|
|
185 | environment variable IPYTHONDIR. | |
|
186 | 186 | .TP |
|
187 | 187 | .B \-\-gui=<CaselessStrEnum> (TerminalIPythonApp.gui) |
|
188 | 188 | Default: None |
|
189 | 189 | Choices: ('qt', 'wx', 'gtk') |
|
190 | 190 | Enable GUI event loop integration ('qt', 'wx', 'gtk'). |
|
191 | 191 | .TP |
|
192 | 192 | .B \-\-pylab=<CaselessStrEnum> (TerminalIPythonApp.pylab) |
|
193 | 193 | Default: None |
|
194 | 194 | Choices: ['tk', 'qt', 'wx', 'gtk', 'osx', 'auto'] |
|
195 | 195 | Pre-load matplotlib and numpy for interactive use, selecting a particular |
|
196 | 196 | matplotlib backend and loop integration. |
|
197 | 197 | .TP |
|
198 | 198 | .B \-\-ext=<Unicode> (InteractiveShellApp.extra_extension) |
|
199 | 199 | Default: '' |
|
200 | 200 | dotted module name of an IPython extension to load. |
|
201 | 201 | .TP |
|
202 | 202 | .B \-\-log\-level=<Enum> (Application.log_level) |
|
203 | 203 | Default: 30 |
|
204 | 204 | Choices: (0, 10, 20, 30, 40, 50, 'DEBUG', 'INFO', 'WARN', 'ERROR', 'CRITICAL') |
|
205 | 205 | Set the log level by value or name. |
|
206 | 206 | .TP |
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207 | 207 | .B \-\-colors=<CaselessStrEnum> (InteractiveShell.colors) |
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208 | 208 | Default: 'LightBG' |
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209 | 209 | Choices: ('NoColor', 'LightBG', 'Linux') |
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210 | 210 | Set the color scheme (NoColor, Linux, or LightBG). |
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211 | 211 | .TP |
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212 | 212 | .B \-\-cache\-size=<Int> (InteractiveShell.cache_size) |
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213 | 213 | Default: 1000 |
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214 | 214 | Set the size of the output cache. The default is 1000, you can change it |
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215 | 215 | permanently in your config file. Setting it to 0 completely disables the |
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216 | 216 | caching system, and the minimum value accepted is 20 (if you provide a value |
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217 | 217 | less than 20, it is reset to 0 and a warning is issued). This limit is |
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218 | 218 | defined because otherwise you'll spend more time re-flushing a too small |
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219 | 219 | cache than working |
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220 | 220 | .TP |
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221 | 221 | .B \-\-logfile=<Unicode> (InteractiveShell.logfile) |
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222 | 222 | Default: '' |
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223 | 223 | The name of the logfile to use. |
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224 | 224 | . |
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225 | 225 | .SH EMBEDDING |
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226 | 226 | It is possible to start an IPython instance inside your own Python |
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227 | 227 | programs. In the documentation example files there are some |
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228 | 228 | illustrations on how to do this. |
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229 | 229 | .br |
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230 | 230 | .sp 1 |
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231 | 231 | This feature allows you to evalutate dynamically the state of your |
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232 | 232 | code, operate with your variables, analyze them, etc. Note however |
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233 | 233 | that any changes you make to values while in the shell do NOT |
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234 | 234 | propagate back to the running code, so it is safe to modify your |
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235 | 235 | values because you won't break your code in bizarre ways by doing so. |
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236 | 236 | .SH AUTHOR |
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237 | 237 | IPython was written by Fernando Perez <fperez@colorado.edu>, based on earlier |
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238 | 238 | code by Janko Hauser <jh@comunit.de> and Nathaniel Gray |
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239 | 239 | <n8gray@caltech.edu>. This manual page was written by Jack Moffitt |
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240 | 240 | <jack@xiph.org>, for the Debian project (but may be used by others), and updated by |
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241 | 241 | Min Ragan-Kelley <benjaminrk@gmail.com> for 0.11. |
@@ -1,231 +1,231 b'' | |||
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1 | 1 | .. _initial config: |
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2 | 2 | |
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3 | 3 | ============================================================= |
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4 | 4 | Outdated configuration information that might still be useful |
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5 | 5 | ============================================================= |
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6 | 6 | |
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7 | 7 | .. warning:: |
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8 | 8 | |
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9 | 9 | All of the information in this file is outdated. Until the new |
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10 | 10 | configuration system is better documented, this material is being kept. |
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11 | 11 | |
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12 | 12 | This section will help you set various things in your environment for |
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13 | 13 | your IPython sessions to be as efficient as possible. All of IPython's |
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14 | 14 | configuration information, along with several example files, is stored |
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15 | 15 | in a directory named by default $HOME/.config/ipython if $HOME/.config |
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16 | 16 | exists (Linux), or $HOME/.ipython as a secondary default. You can change this by |
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17 | 17 | defining the environment variable IPYTHONDIR, or at runtime with the |
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18 | 18 | command line option -ipythondir. |
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19 | 19 | |
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20 | 20 | If all goes well, the first time you run IPython it should automatically create |
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21 | 21 | a user copy of the config directory for you, based on its builtin defaults. You |
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22 | 22 | can look at the files it creates to learn more about configuring the |
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23 | 23 | system. The main file you will modify to configure IPython's behavior is called |
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24 | 24 | ipythonrc (with a .ini extension under Windows), included for reference |
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25 | 25 | :ref:`here <ipythonrc>`. This file is very commented and has many variables you |
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26 | 26 | can change to suit your taste, you can find more details :ref:`here |
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27 | 27 | <customization>`. Here we discuss the basic things you will want to make sure |
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28 | 28 | things are working properly from the beginning. |
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29 | 29 | |
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30 | 30 | Color |
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31 | 31 | ===== |
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32 | 32 | |
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33 | 33 | The default IPython configuration has most bells and whistles turned on |
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34 | 34 | (they're pretty safe). But there's one that may cause problems on some |
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35 | 35 | systems: the use of color on screen for displaying information. This is |
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36 | 36 | very useful, since IPython can show prompts and exception tracebacks |
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37 | 37 | with various colors, display syntax-highlighted source code, and in |
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38 | 38 | general make it easier to visually parse information. |
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39 | 39 | |
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40 | 40 | The following terminals seem to handle the color sequences fine: |
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41 | 41 | |
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42 | 42 | * Linux main text console, KDE Konsole, Gnome Terminal, E-term, |
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43 | 43 | rxvt, xterm. |
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44 | 44 | * CDE terminal (tested under Solaris). This one boldfaces light colors. |
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45 | 45 | * (X)Emacs buffers. See the emacs_ section for more details on |
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46 | 46 | using IPython with (X)Emacs. |
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47 | 47 | * A Windows (XP/2k) command prompt with pyreadline_. |
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48 | 48 | * A Windows (XP/2k) CygWin shell. Although some users have reported |
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49 | 49 | problems; it is not clear whether there is an issue for everyone |
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50 | 50 | or only under specific configurations. If you have full color |
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51 | 51 | support under cygwin, please post to the IPython mailing list so |
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52 | 52 | this issue can be resolved for all users. |
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53 | 53 | |
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54 | 54 | .. _pyreadline: https://code.launchpad.net/pyreadline |
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55 | 55 | |
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56 | 56 | These have shown problems: |
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57 | 57 | |
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58 | 58 | * Windows command prompt in WinXP/2k logged into a Linux machine via |
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59 | 59 | telnet or ssh. |
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60 | 60 | * Windows native command prompt in WinXP/2k, without Gary Bishop's |
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61 | 61 | extensions. Once Gary's readline library is installed, the normal |
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62 | 62 | WinXP/2k command prompt works perfectly. |
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63 | 63 | |
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64 | 64 | Currently the following color schemes are available: |
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65 | 65 | |
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66 | 66 | * NoColor: uses no color escapes at all (all escapes are empty '' '' |
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67 | 67 | strings). This 'scheme' is thus fully safe to use in any terminal. |
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68 | 68 | * Linux: works well in Linux console type environments: dark |
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69 | 69 | background with light fonts. It uses bright colors for |
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70 | 70 | information, so it is difficult to read if you have a light |
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71 | 71 | colored background. |
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72 | 72 | * LightBG: the basic colors are similar to those in the Linux scheme |
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73 | 73 | but darker. It is easy to read in terminals with light backgrounds. |
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74 | 74 | |
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75 | 75 | IPython uses colors for two main groups of things: prompts and |
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76 | 76 | tracebacks which are directly printed to the terminal, and the object |
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77 | 77 | introspection system which passes large sets of data through a pager. |
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78 | 78 | |
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79 | 79 | Input/Output prompts and exception tracebacks |
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80 | 80 | ============================================= |
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81 | 81 | |
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82 | 82 | You can test whether the colored prompts and tracebacks work on your |
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83 | 83 | system interactively by typing '%colors Linux' at the prompt (use |
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84 | 84 | '%colors LightBG' if your terminal has a light background). If the input |
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85 | 85 | prompt shows garbage like:: |
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86 | 86 | |
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87 | 87 | [0;32mIn [[1;32m1[0;32m]: [0;00m |
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88 | 88 | |
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89 | 89 | instead of (in color) something like:: |
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90 | 90 | |
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91 | 91 | In [1]: |
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92 | 92 | |
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93 | 93 | this means that your terminal doesn't properly handle color escape |
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94 | 94 | sequences. You can go to a 'no color' mode by typing '%colors NoColor'. |
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95 | 95 | |
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96 | 96 | You can try using a different terminal emulator program (Emacs users, |
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97 | 97 | see below). To permanently set your color preferences, edit the file |
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98 |
$IPYTHON |
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|
98 | $IPYTHONDIR/ipythonrc and set the colors option to the desired value. | |
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99 | 99 | |
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100 | 100 | |
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101 | 101 | Object details (types, docstrings, source code, etc.) |
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102 | 102 | ===================================================== |
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103 | 103 | |
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104 | 104 | IPython has a set of special functions for studying the objects you are working |
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105 | 105 | with, discussed in detail :ref:`here <dynamic_object_info>`. But this system |
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106 | 106 | relies on passing information which is longer than your screen through a data |
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107 | 107 | pager, such as the common Unix less and more programs. In order to be able to |
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108 | 108 | see this information in color, your pager needs to be properly configured. I |
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109 | 109 | strongly recommend using less instead of more, as it seems that more simply can |
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110 | 110 | not understand colored text correctly. |
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111 | 111 | |
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112 | 112 | In order to configure less as your default pager, do the following: |
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113 | 113 | |
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114 | 114 | 1. Set the environment PAGER variable to less. |
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115 | 115 | 2. Set the environment LESS variable to -r (plus any other options |
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116 | 116 | you always want to pass to less by default). This tells less to |
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117 | 117 | properly interpret control sequences, which is how color |
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118 | 118 | information is given to your terminal. |
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119 | 119 | |
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120 | 120 | For the bash shell, add to your ~/.bashrc file the lines:: |
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121 | 121 | |
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122 | 122 | export PAGER=less |
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123 | 123 | export LESS=-r |
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124 | 124 | |
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125 | 125 | For the csh or tcsh shells, add to your ~/.cshrc file the lines:: |
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126 | 126 | |
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127 | 127 | setenv PAGER less |
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128 | 128 | setenv LESS -r |
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129 | 129 | |
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130 | 130 | There is similar syntax for other Unix shells, look at your system |
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131 | 131 | documentation for details. |
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132 | 132 | |
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133 | 133 | If you are on a system which lacks proper data pagers (such as Windows), |
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134 | 134 | IPython will use a very limited builtin pager. |
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135 | 135 | |
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136 | 136 | .. _Prompts: |
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137 | 137 | |
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138 | 138 | Fine-tuning your prompt |
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139 | 139 | ======================= |
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140 | 140 | |
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141 | 141 | IPython's prompts can be customized using a syntax similar to that of |
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142 | 142 | the bash shell. Many of bash's escapes are supported, as well as a few |
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143 | 143 | additional ones. We list them below:: |
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144 | 144 | |
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145 | 145 | \# |
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146 | 146 | the prompt/history count number. This escape is automatically |
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147 | 147 | wrapped in the coloring codes for the currently active color scheme. |
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148 | 148 | \N |
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149 | 149 | the 'naked' prompt/history count number: this is just the number |
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150 | 150 | itself, without any coloring applied to it. This lets you produce |
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151 | 151 | numbered prompts with your own colors. |
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152 | 152 | \D |
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153 | 153 | the prompt/history count, with the actual digits replaced by dots. |
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154 | 154 | Used mainly in continuation prompts (prompt_in2) |
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155 | 155 | \w |
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156 | 156 | the current working directory |
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157 | 157 | \W |
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158 | 158 | the basename of current working directory |
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159 | 159 | \Xn |
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160 | 160 | where $n=0\ldots5.$ The current working directory, with $HOME |
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161 | 161 | replaced by ~, and filtered out to contain only $n$ path elements |
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162 | 162 | \Yn |
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163 | 163 | Similar to \Xn, but with the $n+1$ element included if it is ~ (this |
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164 | 164 | is similar to the behavior of the %cn escapes in tcsh) |
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165 | 165 | \u |
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166 | 166 | the username of the current user |
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167 | 167 | \$ |
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168 | 168 | if the effective UID is 0, a #, otherwise a $ |
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169 | 169 | \h |
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170 | 170 | the hostname up to the first '.' |
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171 | 171 | \H |
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172 | 172 | the hostname |
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173 | 173 | \n |
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174 | 174 | a newline |
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175 | 175 | \r |
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176 | 176 | a carriage return |
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177 | 177 | \v |
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178 | 178 | IPython version string |
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179 | 179 | |
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180 | 180 | In addition to these, ANSI color escapes can be insterted into the |
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181 | 181 | prompts, as \C_ColorName. The list of valid color names is: Black, Blue, |
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182 | 182 | Brown, Cyan, DarkGray, Green, LightBlue, LightCyan, LightGray, |
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183 | 183 | LightGreen, LightPurple, LightRed, NoColor, Normal, Purple, Red, White, |
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184 | 184 | Yellow. |
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185 | 185 | |
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186 | 186 | Finally, IPython supports the evaluation of arbitrary expressions in |
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187 | 187 | your prompt string. The prompt strings are evaluated through the syntax |
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188 | 188 | of PEP 215, but basically you can use $x.y to expand the value of x.y, |
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189 | 189 | and for more complicated expressions you can use braces: ${foo()+x} will |
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190 | 190 | call function foo and add to it the value of x, before putting the |
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191 | 191 | result into your prompt. For example, using |
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192 | 192 | prompt_in1 '${commands.getoutput("uptime")}\nIn [\#]: ' |
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193 | 193 | will print the result of the uptime command on each prompt (assuming the |
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194 | 194 | commands module has been imported in your ipythonrc file). |
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195 | 195 | |
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196 | 196 | |
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197 | 197 | Prompt examples |
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198 | 198 | |
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199 | 199 | The following options in an ipythonrc file will give you IPython's |
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200 | 200 | default prompts:: |
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201 | 201 | |
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202 | 202 | prompt_in1 'In [\#]:' |
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203 | 203 | prompt_in2 ' .\D.:' |
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204 | 204 | prompt_out 'Out[\#]:' |
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205 | 205 | |
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206 | 206 | which look like this:: |
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207 | 207 | |
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208 | 208 | In [1]: 1+2 |
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209 | 209 | Out[1]: 3 |
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210 | 210 | |
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211 | 211 | In [2]: for i in (1,2,3): |
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212 | 212 | ...: print i, |
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213 | 213 | ...: |
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214 | 214 | 1 2 3 |
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215 | 215 | |
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216 | 216 | These will give you a very colorful prompt with path information:: |
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217 | 217 | |
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218 | 218 | #prompt_in1 '\C_Red\u\C_Blue[\C_Cyan\Y1\C_Blue]\C_LightGreen\#>' |
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219 | 219 | prompt_in2 ' ..\D>' |
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220 | 220 | prompt_out '<\#>' |
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221 | 221 | |
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222 | 222 | which look like this:: |
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223 | 223 | |
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224 | 224 | fperez[~/ipython]1> 1+2 |
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225 | 225 | <1> 3 |
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226 | 226 | fperez[~/ipython]2> for i in (1,2,3): |
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227 | 227 | ...> print i, |
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228 | 228 | ...> |
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229 | 229 | 1 2 3 |
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230 | 230 | |
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231 | 231 |
@@ -1,531 +1,531 b'' | |||
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1 | 1 | .. _config_overview: |
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2 | 2 | |
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3 | 3 | ============================================ |
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4 | 4 | Overview of the IPython configuration system |
|
5 | 5 | ============================================ |
|
6 | 6 | |
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7 | 7 | This section describes the IPython configuration system. Starting with version |
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8 | 8 | 0.11, IPython has a completely new configuration system that is quite |
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9 | 9 | different from the older :file:`ipythonrc` or :file:`ipy_user_conf.py` |
|
10 | 10 | approaches. The new configuration system was designed from scratch to address |
|
11 | 11 | the particular configuration needs of IPython. While there are many |
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12 | 12 | other excellent configuration systems out there, we found that none of them |
|
13 | 13 | met our requirements. |
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14 | 14 | |
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15 | 15 | .. warning:: |
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16 | 16 | |
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17 | 17 | If you are upgrading to version 0.11 of IPython, you will need to migrate |
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18 | 18 | your old :file:`ipythonrc` or :file:`ipy_user_conf.py` configuration files |
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19 | 19 | to the new system. You may want to read the section on |
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20 | 20 | :ref:`configuring IPython <configuring_ipython>`. There are also some ideas |
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21 | 21 | `on the IPython wiki <http://wiki.ipython.org/Cookbook/Moving_config_to_IPython_0.11>`_ |
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22 | 22 | about this. |
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23 | 23 | |
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24 | 24 | The discussion that follows is focused on teaching users how to configure |
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25 | 25 | IPython to their liking. Developers who want to know more about how they |
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26 | 26 | can enable their objects to take advantage of the configuration system |
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27 | 27 | should consult our :ref:`developer guide <developer_guide>` |
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28 | 28 | |
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29 | 29 | The main concepts |
|
30 | 30 | ================= |
|
31 | 31 | |
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32 | 32 | There are a number of abstractions that the IPython configuration system uses. |
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33 | 33 | Each of these abstractions is represented by a Python class. |
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34 | 34 | |
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35 | 35 | Configuration object: :class:`~IPython.config.loader.Config` |
|
36 | 36 | A configuration object is a simple dictionary-like class that holds |
|
37 | 37 | configuration attributes and sub-configuration objects. These classes |
|
38 | 38 | support dotted attribute style access (``Foo.bar``) in addition to the |
|
39 | 39 | regular dictionary style access (``Foo['bar']``). Configuration objects |
|
40 | 40 | are smart. They know how to merge themselves with other configuration |
|
41 | 41 | objects and they automatically create sub-configuration objects. |
|
42 | 42 | |
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43 | 43 | Application: :class:`~IPython.config.application.Application` |
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44 | 44 | An application is a process that does a specific job. The most obvious |
|
45 | 45 | application is the :command:`ipython` command line program. Each |
|
46 | 46 | application reads *one or more* configuration files and a single set of |
|
47 | 47 | command line options |
|
48 | 48 | and then produces a master configuration object for the application. This |
|
49 | 49 | configuration object is then passed to the configurable objects that the |
|
50 | 50 | application creates. These configurable objects implement the actual logic |
|
51 | 51 | of the application and know how to configure themselves given the |
|
52 | 52 | configuration object. |
|
53 | 53 | |
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54 | 54 | Applications always have a `log` attribute that is a configured Logger. |
|
55 | 55 | This allows centralized logging configuration per-application. |
|
56 | 56 | |
|
57 | 57 | Configurable: :class:`~IPython.config.configurable.Configurable` |
|
58 | 58 | A configurable is a regular Python class that serves as a base class for |
|
59 | 59 | all main classes in an application. The |
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60 | 60 | :class:`~IPython.config.configurable.Configurable` base class is |
|
61 | 61 | lightweight and only does one things. |
|
62 | 62 | |
|
63 | 63 | This :class:`~IPython.config.configurable.Configurable` is a subclass |
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64 | 64 | of :class:`~IPython.utils.traitlets.HasTraits` that knows how to configure |
|
65 | 65 | itself. Class level traits with the metadata ``config=True`` become |
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66 | 66 | values that can be configured from the command line and configuration |
|
67 | 67 | files. |
|
68 | 68 | |
|
69 | 69 | Developers create :class:`~IPython.config.configurable.Configurable` |
|
70 | 70 | subclasses that implement all of the logic in the application. Each of |
|
71 | 71 | these subclasses has its own configuration information that controls how |
|
72 | 72 | instances are created. |
|
73 | 73 | |
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74 | 74 | Singletons: :class:`~IPython.config.configurable.SingletonConfigurable` |
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75 | 75 | Any object for which there is a single canonical instance. These are |
|
76 | 76 | just like Configurables, except they have a class method |
|
77 | 77 | :meth:`~IPython.config.configurable.SingletonConfigurable.instance`, |
|
78 | 78 | that returns the current active instance (or creates one if it |
|
79 | 79 | does not exist). Examples of singletons include |
|
80 | 80 | :class:`~IPython.config.application.Application`s and |
|
81 | 81 | :class:`~IPython.core.interactiveshell.InteractiveShell`. This lets |
|
82 | 82 | objects easily connect to the current running Application without passing |
|
83 | 83 | objects around everywhere. For instance, to get the current running |
|
84 | 84 | Application instance, simply do: ``app = Application.instance()``. |
|
85 | 85 | |
|
86 | 86 | |
|
87 | 87 | .. note:: |
|
88 | 88 | |
|
89 | 89 | Singletons are not strictly enforced - you can have many instances |
|
90 | 90 | of a given singleton class, but the :meth:`instance` method will always |
|
91 | 91 | return the same one. |
|
92 | 92 | |
|
93 | 93 | Having described these main concepts, we can now state the main idea in our |
|
94 | 94 | configuration system: *"configuration" allows the default values of class |
|
95 | 95 | attributes to be controlled on a class by class basis*. Thus all instances of |
|
96 | 96 | a given class are configured in the same way. Furthermore, if two instances |
|
97 | 97 | need to be configured differently, they need to be instances of two different |
|
98 | 98 | classes. While this model may seem a bit restrictive, we have found that it |
|
99 | 99 | expresses most things that need to be configured extremely well. However, it |
|
100 | 100 | is possible to create two instances of the same class that have different |
|
101 | 101 | trait values. This is done by overriding the configuration. |
|
102 | 102 | |
|
103 | 103 | Now, we show what our configuration objects and files look like. |
|
104 | 104 | |
|
105 | 105 | Configuration objects and files |
|
106 | 106 | =============================== |
|
107 | 107 | |
|
108 | 108 | A configuration file is simply a pure Python file that sets the attributes |
|
109 | 109 | of a global, pre-created configuration object. This configuration object is a |
|
110 | 110 | :class:`~IPython.config.loader.Config` instance. While in a configuration |
|
111 | 111 | file, to get a reference to this object, simply call the :func:`get_config` |
|
112 | 112 | function. We inject this function into the global namespace that the |
|
113 | 113 | configuration file is executed in. |
|
114 | 114 | |
|
115 | 115 | Here is an example of a super simple configuration file that does nothing:: |
|
116 | 116 | |
|
117 | 117 | c = get_config() |
|
118 | 118 | |
|
119 | 119 | Once you get a reference to the configuration object, you simply set |
|
120 | 120 | attributes on it. All you have to know is: |
|
121 | 121 | |
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122 | 122 | * The name of each attribute. |
|
123 | 123 | * The type of each attribute. |
|
124 | 124 | |
|
125 | 125 | The answers to these two questions are provided by the various |
|
126 | 126 | :class:`~IPython.config.configurable.Configurable` subclasses that an |
|
127 | 127 | application uses. Let's look at how this would work for a simple configurable |
|
128 | 128 | subclass:: |
|
129 | 129 | |
|
130 | 130 | # Sample configurable: |
|
131 | 131 | from IPython.config.configurable import Configurable |
|
132 | 132 | from IPython.utils.traitlets import Int, Float, Unicode, Bool |
|
133 | 133 | |
|
134 | 134 | class MyClass(Configurable): |
|
135 | 135 | name = Unicode(u'defaultname', config=True) |
|
136 | 136 | ranking = Int(0, config=True) |
|
137 | 137 | value = Float(99.0) |
|
138 | 138 | # The rest of the class implementation would go here.. |
|
139 | 139 | |
|
140 | 140 | In this example, we see that :class:`MyClass` has three attributes, two |
|
141 | 141 | of whom (``name``, ``ranking``) can be configured. All of the attributes |
|
142 | 142 | are given types and default values. If a :class:`MyClass` is instantiated, |
|
143 | 143 | but not configured, these default values will be used. But let's see how |
|
144 | 144 | to configure this class in a configuration file:: |
|
145 | 145 | |
|
146 | 146 | # Sample config file |
|
147 | 147 | c = get_config() |
|
148 | 148 | |
|
149 | 149 | c.MyClass.name = 'coolname' |
|
150 | 150 | c.MyClass.ranking = 10 |
|
151 | 151 | |
|
152 | 152 | After this configuration file is loaded, the values set in it will override |
|
153 | 153 | the class defaults anytime a :class:`MyClass` is created. Furthermore, |
|
154 | 154 | these attributes will be type checked and validated anytime they are set. |
|
155 | 155 | This type checking is handled by the :mod:`IPython.utils.traitlets` module, |
|
156 | 156 | which provides the :class:`Unicode`, :class:`Int` and :class:`Float` types. |
|
157 | 157 | In addition to these traitlets, the :mod:`IPython.utils.traitlets` provides |
|
158 | 158 | traitlets for a number of other types. |
|
159 | 159 | |
|
160 | 160 | .. note:: |
|
161 | 161 | |
|
162 | 162 | Underneath the hood, the :class:`Configurable` base class is a subclass of |
|
163 | 163 | :class:`IPython.utils.traitlets.HasTraits`. The |
|
164 | 164 | :mod:`IPython.utils.traitlets` module is a lightweight version of |
|
165 | 165 | :mod:`enthought.traits`. Our implementation is a pure Python subset |
|
166 | 166 | (mostly API compatible) of :mod:`enthought.traits` that does not have any |
|
167 | 167 | of the automatic GUI generation capabilities. Our plan is to achieve 100% |
|
168 | 168 | API compatibility to enable the actual :mod:`enthought.traits` to |
|
169 | 169 | eventually be used instead. Currently, we cannot use |
|
170 | 170 | :mod:`enthought.traits` as we are committed to the core of IPython being |
|
171 | 171 | pure Python. |
|
172 | 172 | |
|
173 | 173 | It should be very clear at this point what the naming convention is for |
|
174 | 174 | configuration attributes:: |
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175 | 175 | |
|
176 | 176 | c.ClassName.attribute_name = attribute_value |
|
177 | 177 | |
|
178 | 178 | Here, ``ClassName`` is the name of the class whose configuration attribute you |
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179 | 179 | want to set, ``attribute_name`` is the name of the attribute you want to set |
|
180 | 180 | and ``attribute_value`` the the value you want it to have. The ``ClassName`` |
|
181 | 181 | attribute of ``c`` is not the actual class, but instead is another |
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182 | 182 | :class:`~IPython.config.loader.Config` instance. |
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183 | 183 | |
|
184 | 184 | .. note:: |
|
185 | 185 | |
|
186 | 186 | The careful reader may wonder how the ``ClassName`` (``MyClass`` in |
|
187 | 187 | the above example) attribute of the configuration object ``c`` gets |
|
188 | 188 | created. These attributes are created on the fly by the |
|
189 | 189 | :class:`~IPython.config.loader.Config` instance, using a simple naming |
|
190 | 190 | convention. Any attribute of a :class:`~IPython.config.loader.Config` |
|
191 | 191 | instance whose name begins with an uppercase character is assumed to be a |
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192 | 192 | sub-configuration and a new empty :class:`~IPython.config.loader.Config` |
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193 | 193 | instance is dynamically created for that attribute. This allows deeply |
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194 | 194 | hierarchical information created easily (``c.Foo.Bar.value``) on the fly. |
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195 | 195 | |
|
196 | 196 | Configuration files inheritance |
|
197 | 197 | =============================== |
|
198 | 198 | |
|
199 | 199 | Let's say you want to have different configuration files for various purposes. |
|
200 | 200 | Our configuration system makes it easy for one configuration file to inherit |
|
201 | 201 | the information in another configuration file. The :func:`load_subconfig` |
|
202 | 202 | command can be used in a configuration file for this purpose. Here is a simple |
|
203 | 203 | example that loads all of the values from the file :file:`base_config.py`:: |
|
204 | 204 | |
|
205 | 205 | # base_config.py |
|
206 | 206 | c = get_config() |
|
207 | 207 | c.MyClass.name = 'coolname' |
|
208 | 208 | c.MyClass.ranking = 100 |
|
209 | 209 | |
|
210 | 210 | into the configuration file :file:`main_config.py`:: |
|
211 | 211 | |
|
212 | 212 | # main_config.py |
|
213 | 213 | c = get_config() |
|
214 | 214 | |
|
215 | 215 | # Load everything from base_config.py |
|
216 | 216 | load_subconfig('base_config.py') |
|
217 | 217 | |
|
218 | 218 | # Now override one of the values |
|
219 | 219 | c.MyClass.name = 'bettername' |
|
220 | 220 | |
|
221 | 221 | In a situation like this the :func:`load_subconfig` makes sure that the |
|
222 | 222 | search path for sub-configuration files is inherited from that of the parent. |
|
223 | 223 | Thus, you can typically put the two in the same directory and everything will |
|
224 | 224 | just work. |
|
225 | 225 | |
|
226 | 226 | You can also load configuration files by profile, for instance: |
|
227 | 227 | |
|
228 | 228 | .. sourcecode:: python |
|
229 | 229 | |
|
230 | 230 | load_subconfig('ipython_config.py', profile='default') |
|
231 | 231 | |
|
232 | 232 | to inherit your default configuration as a starting point. |
|
233 | 233 | |
|
234 | 234 | |
|
235 | 235 | Class based configuration inheritance |
|
236 | 236 | ===================================== |
|
237 | 237 | |
|
238 | 238 | There is another aspect of configuration where inheritance comes into play. |
|
239 | 239 | Sometimes, your classes will have an inheritance hierarchy that you want |
|
240 | 240 | to be reflected in the configuration system. Here is a simple example:: |
|
241 | 241 | |
|
242 | 242 | from IPython.config.configurable import Configurable |
|
243 | 243 | from IPython.utils.traitlets import Int, Float, Unicode, Bool |
|
244 | 244 | |
|
245 | 245 | class Foo(Configurable): |
|
246 | 246 | name = Unicode(u'fooname', config=True) |
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247 | 247 | value = Float(100.0, config=True) |
|
248 | 248 | |
|
249 | 249 | class Bar(Foo): |
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250 | 250 | name = Unicode(u'barname', config=True) |
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251 | 251 | othervalue = Int(0, config=True) |
|
252 | 252 | |
|
253 | 253 | Now, we can create a configuration file to configure instances of :class:`Foo` |
|
254 | 254 | and :class:`Bar`:: |
|
255 | 255 | |
|
256 | 256 | # config file |
|
257 | 257 | c = get_config() |
|
258 | 258 | |
|
259 | 259 | c.Foo.name = u'bestname' |
|
260 | 260 | c.Bar.othervalue = 10 |
|
261 | 261 | |
|
262 | 262 | This class hierarchy and configuration file accomplishes the following: |
|
263 | 263 | |
|
264 | 264 | * The default value for :attr:`Foo.name` and :attr:`Bar.name` will be |
|
265 | 265 | 'bestname'. Because :class:`Bar` is a :class:`Foo` subclass it also |
|
266 | 266 | picks up the configuration information for :class:`Foo`. |
|
267 | 267 | * The default value for :attr:`Foo.value` and :attr:`Bar.value` will be |
|
268 | 268 | ``100.0``, which is the value specified as the class default. |
|
269 | 269 | * The default value for :attr:`Bar.othervalue` will be 10 as set in the |
|
270 | 270 | configuration file. Because :class:`Foo` is the parent of :class:`Bar` |
|
271 | 271 | it doesn't know anything about the :attr:`othervalue` attribute. |
|
272 | 272 | |
|
273 | 273 | |
|
274 | 274 | .. _ipython_dir: |
|
275 | 275 | |
|
276 | 276 | Configuration file location |
|
277 | 277 | =========================== |
|
278 | 278 | |
|
279 | 279 | So where should you put your configuration files? IPython uses "profiles" for |
|
280 | 280 | configuration, and by default, all profiles will be stored in the so called |
|
281 | 281 | "IPython directory". The location of this directory is determined by the |
|
282 | 282 | following algorithm: |
|
283 | 283 | |
|
284 | 284 | * If the ``ipython_dir`` command line flag is given, its value is used. |
|
285 | 285 | |
|
286 | 286 | * If not, the value returned by :func:`IPython.utils.path.get_ipython_dir` |
|
287 |
is used. This function will first look at the :envvar:`IPYTHON |
|
|
287 | is used. This function will first look at the :envvar:`IPYTHONDIR` | |
|
288 | 288 | environment variable and then default to a platform-specific default. |
|
289 | 289 | |
|
290 | 290 | On posix systems (Linux, Unix, etc.), IPython respects the ``$XDG_CONFIG_HOME`` |
|
291 | 291 | part of the `XDG Base Directory`_ specification. If ``$XDG_CONFIG_HOME`` is |
|
292 | 292 | defined and exists ( ``XDG_CONFIG_HOME`` has a default interpretation of |
|
293 | 293 | :file:`$HOME/.config`), then IPython's config directory will be located in |
|
294 | 294 | :file:`$XDG_CONFIG_HOME/ipython`. If users still have an IPython directory |
|
295 | 295 | in :file:`$HOME/.ipython`, then that will be used. in preference to the |
|
296 | 296 | system default. |
|
297 | 297 | |
|
298 | 298 | For most users, the default value will simply be something like |
|
299 | 299 | :file:`$HOME/.config/ipython` on Linux, or :file:`$HOME/.ipython` |
|
300 | 300 | elsewhere. |
|
301 | 301 | |
|
302 | 302 | Once the location of the IPython directory has been determined, you need to know |
|
303 | 303 | which profile you are using. For users with a single configuration, this will |
|
304 | 304 | simply be 'default', and will be located in |
|
305 |
:file:`<IPYTHON |
|
|
305 | :file:`<IPYTHONDIR>/profile_default`. | |
|
306 | 306 | |
|
307 | 307 | The next thing you need to know is what to call your configuration file. The |
|
308 | 308 | basic idea is that each application has its own default configuration filename. |
|
309 | 309 | The default named used by the :command:`ipython` command line program is |
|
310 | 310 | :file:`ipython_config.py`, and *all* IPython applications will use this file. |
|
311 | 311 | Other applications, such as the parallel :command:`ipcluster` scripts or the |
|
312 | 312 | QtConsole will load their own config files *after* :file:`ipython_config.py`. To |
|
313 | 313 | load a particular configuration file instead of the default, the name can be |
|
314 | 314 | overridden by the ``config_file`` command line flag. |
|
315 | 315 | |
|
316 | 316 | To generate the default configuration files, do:: |
|
317 | 317 | |
|
318 | 318 | $> ipython profile create |
|
319 | 319 | |
|
320 | 320 | and you will have a default :file:`ipython_config.py` in your IPython directory |
|
321 | 321 | under :file:`profile_default`. If you want the default config files for the |
|
322 | 322 | :mod:`IPython.parallel` applications, add ``--parallel`` to the end of the |
|
323 | 323 | command-line args. |
|
324 | 324 | |
|
325 | 325 | .. _Profiles: |
|
326 | 326 | |
|
327 | 327 | Profiles |
|
328 | 328 | ======== |
|
329 | 329 | |
|
330 | 330 | A profile is a directory containing configuration and runtime files, such as |
|
331 | 331 | logs, connection info for the parallel apps, and your IPython command history. |
|
332 | 332 | |
|
333 | 333 | The idea is that users often want to maintain a set of configuration files for |
|
334 | 334 | different purposes: one for doing numerical computing with NumPy and SciPy and |
|
335 | 335 | another for doing symbolic computing with SymPy. Profiles make it easy to keep a |
|
336 | 336 | separate configuration files, logs, and histories for each of these purposes. |
|
337 | 337 | |
|
338 | 338 | Let's start by showing how a profile is used: |
|
339 | 339 | |
|
340 | 340 | .. code-block:: bash |
|
341 | 341 | |
|
342 | 342 | $ ipython --profile=sympy |
|
343 | 343 | |
|
344 | 344 | This tells the :command:`ipython` command line program to get its configuration |
|
345 | 345 | from the "sympy" profile. The file names for various profiles do not change. The |
|
346 | 346 | only difference is that profiles are named in a special way. In the case above, |
|
347 |
the "sympy" profile means looking for :file:`ipython_config.py` in :file:`<IPYTHON |
|
|
347 | the "sympy" profile means looking for :file:`ipython_config.py` in :file:`<IPYTHONDIR>/profile_sympy`. | |
|
348 | 348 | |
|
349 | 349 | The general pattern is this: simply create a new profile with: |
|
350 | 350 | |
|
351 | 351 | .. code-block:: bash |
|
352 | 352 | |
|
353 | 353 | ipython profile create <name> |
|
354 | 354 | |
|
355 | 355 | which adds a directory called ``profile_<name>`` to your IPython directory. Then |
|
356 | 356 | you can load this profile by adding ``--profile=<name>`` to your command line |
|
357 | 357 | options. Profiles are supported by all IPython applications. |
|
358 | 358 | |
|
359 | 359 | IPython ships with some sample profiles in :file:`IPython/config/profile`. If |
|
360 | 360 | you create profiles with the name of one of our shipped profiles, these config |
|
361 | 361 | files will be copied over instead of starting with the automatically generated |
|
362 | 362 | config files. |
|
363 | 363 | |
|
364 | 364 | Security Files |
|
365 | 365 | -------------- |
|
366 | 366 | |
|
367 | 367 | If you are using the notebook, qtconsole, or parallel code, IPython stores |
|
368 | 368 | connection information in small JSON files in the active profile's security |
|
369 | 369 | directory. This directory is made private, so only you can see the files inside. If |
|
370 | 370 | you need to move connection files around to other computers, this is where they will |
|
371 | 371 | be. If you want your code to be able to open security files by name, we have a |
|
372 | 372 | convenience function :func:`IPython.utils.path.get_security_file`, which will return |
|
373 | 373 | the absolute path to a security file from its filename and [optionally] profile |
|
374 | 374 | name. |
|
375 | 375 | |
|
376 | 376 | Startup Files |
|
377 | 377 | ------------- |
|
378 | 378 | |
|
379 | 379 | If you want some code to be run at the beginning of every IPython session with a |
|
380 | 380 | particular profile, the easiest way is to add Python (.py) or IPython (.ipy) scripts |
|
381 | 381 | to your :file:`<profile>/startup` directory. Files in this directory will always be |
|
382 | 382 | executed as soon as the IPython shell is constructed, and before any other code or |
|
383 | 383 | scripts you have specified. If you have multiple files in the startup directory, |
|
384 | 384 | they will be run in lexicographical order, so you can control the ordering by adding |
|
385 | 385 | a '00-' prefix. |
|
386 | 386 | |
|
387 | 387 | .. note:: |
|
388 | 388 | |
|
389 | 389 | Automatic startup files are new in IPython 0.12. Use the |
|
390 | 390 | InteractiveShellApp.exec_files configurable for similar behavior in 0.11. |
|
391 | 391 | |
|
392 | 392 | |
|
393 | 393 | .. _commandline: |
|
394 | 394 | |
|
395 | 395 | Command-line arguments |
|
396 | 396 | ====================== |
|
397 | 397 | |
|
398 | 398 | IPython exposes *all* configurable options on the command-line. The command-line |
|
399 | 399 | arguments are generated from the Configurable traits of the classes associated |
|
400 | 400 | with a given Application. Configuring IPython from the command-line may look |
|
401 | 401 | very similar to an IPython config file |
|
402 | 402 | |
|
403 | 403 | IPython applications use a parser called |
|
404 | 404 | :class:`~IPython.config.loader.KeyValueLoader` to load values into a Config |
|
405 | 405 | object. Values are assigned in much the same way as in a config file: |
|
406 | 406 | |
|
407 | 407 | .. code-block:: bash |
|
408 | 408 | |
|
409 | 409 | $> ipython --InteractiveShell.use_readline=False --BaseIPythonApplication.profile='myprofile' |
|
410 | 410 | |
|
411 | 411 | Is the same as adding: |
|
412 | 412 | |
|
413 | 413 | .. sourcecode:: python |
|
414 | 414 | |
|
415 | 415 | c.InteractiveShell.use_readline=False |
|
416 | 416 | c.BaseIPythonApplication.profile='myprofile' |
|
417 | 417 | |
|
418 | 418 | to your config file. Key/Value arguments *always* take a value, separated by '=' |
|
419 | 419 | and no spaces. |
|
420 | 420 | |
|
421 | 421 | Common Arguments |
|
422 | 422 | **************** |
|
423 | 423 | |
|
424 | 424 | Since the strictness and verbosity of the KVLoader above are not ideal for everyday |
|
425 | 425 | use, common arguments can be specified as flags_ or aliases_. |
|
426 | 426 | |
|
427 | 427 | Flags and Aliases are handled by :mod:`argparse` instead, allowing for more flexible |
|
428 | 428 | parsing. In general, flags and aliases are prefixed by ``--``, except for those |
|
429 | 429 | that are single characters, in which case they can be specified with a single ``-``, e.g.: |
|
430 | 430 | |
|
431 | 431 | .. code-block:: bash |
|
432 | 432 | |
|
433 | 433 | $> ipython -i -c "import numpy; x=numpy.linspace(0,1)" --profile testing --colors=lightbg |
|
434 | 434 | |
|
435 | 435 | Aliases |
|
436 | 436 | ------- |
|
437 | 437 | |
|
438 | 438 | For convenience, applications have a mapping of commonly used traits, so you don't have |
|
439 | 439 | to specify the whole class name: |
|
440 | 440 | |
|
441 | 441 | .. code-block:: bash |
|
442 | 442 | |
|
443 | 443 | $> ipython --profile myprofile |
|
444 | 444 | # and |
|
445 | 445 | $> ipython --profile='myprofile' |
|
446 | 446 | # are equivalent to |
|
447 | 447 | $> ipython --BaseIPythonApplication.profile='myprofile' |
|
448 | 448 | |
|
449 | 449 | Flags |
|
450 | 450 | ----- |
|
451 | 451 | |
|
452 | 452 | Applications can also be passed **flags**. Flags are options that take no |
|
453 | 453 | arguments. They are simply wrappers for |
|
454 | 454 | setting one or more configurables with predefined values, often True/False. |
|
455 | 455 | |
|
456 | 456 | For instance: |
|
457 | 457 | |
|
458 | 458 | .. code-block:: bash |
|
459 | 459 | |
|
460 | 460 | $> ipcontroller --debug |
|
461 | 461 | # is equivalent to |
|
462 | 462 | $> ipcontroller --Application.log_level=DEBUG |
|
463 | 463 | # and |
|
464 | 464 | $> ipython --pylab |
|
465 | 465 | # is equivalent to |
|
466 | 466 | $> ipython --pylab=auto |
|
467 | 467 | # or |
|
468 | 468 | $> ipython --no-banner |
|
469 | 469 | # is equivalent to |
|
470 | 470 | $> ipython --TerminalIPythonApp.display_banner=False |
|
471 | 471 | |
|
472 | 472 | Subcommands |
|
473 | 473 | *********** |
|
474 | 474 | |
|
475 | 475 | |
|
476 | 476 | Some IPython applications have **subcommands**. Subcommands are modeled after |
|
477 | 477 | :command:`git`, and are called with the form :command:`command subcommand |
|
478 | 478 | [...args]`. Currently, the QtConsole is a subcommand of terminal IPython: |
|
479 | 479 | |
|
480 | 480 | .. code-block:: bash |
|
481 | 481 | |
|
482 | 482 | $> ipython qtconsole --profile=myprofile |
|
483 | 483 | |
|
484 | 484 | and :command:`ipcluster` is simply a wrapper for its various subcommands (start, |
|
485 | 485 | stop, engines). |
|
486 | 486 | |
|
487 | 487 | .. code-block:: bash |
|
488 | 488 | |
|
489 | 489 | $> ipcluster start --profile=myprofile --n=4 |
|
490 | 490 | |
|
491 | 491 | |
|
492 | 492 | To see a list of the available aliases, flags, and subcommands for an IPython application, simply pass ``-h`` or ``--help``. And to see the full list of configurable options (*very* long), pass ``--help-all``. |
|
493 | 493 | |
|
494 | 494 | |
|
495 | 495 | Design requirements |
|
496 | 496 | =================== |
|
497 | 497 | |
|
498 | 498 | Here are the main requirements we wanted our configuration system to have: |
|
499 | 499 | |
|
500 | 500 | * Support for hierarchical configuration information. |
|
501 | 501 | |
|
502 | 502 | * Full integration with command line option parsers. Often, you want to read |
|
503 | 503 | a configuration file, but then override some of the values with command line |
|
504 | 504 | options. Our configuration system automates this process and allows each |
|
505 | 505 | command line option to be linked to a particular attribute in the |
|
506 | 506 | configuration hierarchy that it will override. |
|
507 | 507 | |
|
508 | 508 | * Configuration files that are themselves valid Python code. This accomplishes |
|
509 | 509 | many things. First, it becomes possible to put logic in your configuration |
|
510 | 510 | files that sets attributes based on your operating system, network setup, |
|
511 | 511 | Python version, etc. Second, Python has a super simple syntax for accessing |
|
512 | 512 | hierarchical data structures, namely regular attribute access |
|
513 | 513 | (``Foo.Bar.Bam.name``). Third, using Python makes it easy for users to |
|
514 | 514 | import configuration attributes from one configuration file to another. |
|
515 | 515 | Fourth, even though Python is dynamically typed, it does have types that can |
|
516 | 516 | be checked at runtime. Thus, a ``1`` in a config file is the integer '1', |
|
517 | 517 | while a ``'1'`` is a string. |
|
518 | 518 | |
|
519 | 519 | * A fully automated method for getting the configuration information to the |
|
520 | 520 | classes that need it at runtime. Writing code that walks a configuration |
|
521 | 521 | hierarchy to extract a particular attribute is painful. When you have |
|
522 | 522 | complex configuration information with hundreds of attributes, this makes |
|
523 | 523 | you want to cry. |
|
524 | 524 | |
|
525 | 525 | * Type checking and validation that doesn't require the entire configuration |
|
526 | 526 | hierarchy to be specified statically before runtime. Python is a very |
|
527 | 527 | dynamic language and you don't always know everything that needs to be |
|
528 | 528 | configured when a program starts. |
|
529 | 529 | |
|
530 | 530 | |
|
531 | 531 | .. _`XDG Base Directory`: http://standards.freedesktop.org/basedir-spec/basedir-spec-latest.html |
@@ -1,609 +1,609 b'' | |||
|
1 | 1 | .. _qtconsole: |
|
2 | 2 | |
|
3 | 3 | ========================= |
|
4 | 4 | A Qt Console for IPython |
|
5 | 5 | ========================= |
|
6 | 6 | |
|
7 | 7 | We now have a version of IPython, using the new two-process :ref:`ZeroMQ Kernel |
|
8 | 8 | <ipythonzmq>`, running in a PyQt_ GUI. This is a very lightweight widget that |
|
9 | 9 | largely feels like a terminal, but provides a number of enhancements only |
|
10 | 10 | possible in a GUI, such as inline figures, proper multiline editing with syntax |
|
11 | 11 | highlighting, graphical calltips, and much more. |
|
12 | 12 | |
|
13 | 13 | .. figure:: ../_static/qtconsole.png |
|
14 | 14 | :width: 400px |
|
15 | 15 | :alt: IPython Qt console with embedded plots |
|
16 | 16 | :align: center |
|
17 | 17 | :target: ../_static/qtconsole.png |
|
18 | 18 | |
|
19 | 19 | The Qt console for IPython, using inline matplotlib plots. |
|
20 | 20 | |
|
21 | 21 | To get acquainted with the Qt console, type `%guiref` to see a quick |
|
22 | 22 | introduction of its main features. |
|
23 | 23 | |
|
24 | 24 | The Qt frontend has hand-coded emacs-style bindings for text navigation. This |
|
25 | 25 | is not yet configurable. |
|
26 | 26 | |
|
27 | 27 | .. tip:: |
|
28 | 28 | |
|
29 | 29 | Since the Qt console tries hard to behave like a terminal, by default it |
|
30 | 30 | immediately executes single lines of input that are complete. If you want |
|
31 | 31 | to force multiline input, hit :kbd:`Ctrl-Enter` at the end of the first line |
|
32 | 32 | instead of :kbd:`Enter`, and it will open a new line for input. At any |
|
33 | 33 | point in a multiline block, you can force its execution (without having to |
|
34 | 34 | go to the bottom) with :kbd:`Shift-Enter`. |
|
35 | 35 | |
|
36 | 36 | ``%loadpy`` |
|
37 | 37 | =========== |
|
38 | 38 | |
|
39 | 39 | The new ``%loadpy`` magic takes any python script (must end in '.py'), and |
|
40 | 40 | pastes its contents as your next input, so you can edit it before |
|
41 | 41 | executing. The script may be on your machine, but you can also specify a url, |
|
42 | 42 | and it will download the script from the web. This is particularly useful for |
|
43 | 43 | playing with examples from documentation, such as matplotlib. |
|
44 | 44 | |
|
45 | 45 | .. sourcecode:: ipython |
|
46 | 46 | |
|
47 | 47 | In [6]: %loadpy http://matplotlib.sourceforge.net/plot_directive/mpl_examples/mplot3d/contour3d_demo.py |
|
48 | 48 | |
|
49 | 49 | In [7]: from mpl_toolkits.mplot3d import axes3d |
|
50 | 50 | ...: import matplotlib.pyplot as plt |
|
51 | 51 | ...: |
|
52 | 52 | ...: fig = plt.figure() |
|
53 | 53 | ...: ax = fig.add_subplot(111, projection='3d') |
|
54 | 54 | ...: X, Y, Z = axes3d.get_test_data(0.05) |
|
55 | 55 | ...: cset = ax.contour(X, Y, Z) |
|
56 | 56 | ...: ax.clabel(cset, fontsize=9, inline=1) |
|
57 | 57 | ...: |
|
58 | 58 | ...: plt.show() |
|
59 | 59 | |
|
60 | 60 | Pylab |
|
61 | 61 | ===== |
|
62 | 62 | |
|
63 | 63 | One of the most exciting features of the new console is embedded matplotlib |
|
64 | 64 | figures. You can use any standard matplotlib GUI backend |
|
65 | 65 | to draw the figures, and since there is now a two-process model, there is no |
|
66 | 66 | longer a conflict between user input and the drawing eventloop. |
|
67 | 67 | |
|
68 | 68 | .. image:: figs/besselj.png |
|
69 | 69 | :width: 519px |
|
70 | 70 | |
|
71 | 71 | .. display: |
|
72 | 72 | |
|
73 | 73 | :func:`display` |
|
74 | 74 | *************** |
|
75 | 75 | |
|
76 | 76 | An additional function, :func:`display`, will be added to the global namespace |
|
77 | 77 | if you specify the ``--pylab`` option at the command line. The IPython display |
|
78 | 78 | system provides a mechanism for specifying PNG or SVG (and more) |
|
79 | 79 | representations of objects for GUI frontends. By default, IPython registers |
|
80 | 80 | convenient PNG and SVG renderers for matplotlib figures, so you can embed them |
|
81 | 81 | in your document by calling :func:`display` on one or more of them. This is |
|
82 | 82 | especially useful for saving_ your work. |
|
83 | 83 | |
|
84 | 84 | .. sourcecode:: ipython |
|
85 | 85 | |
|
86 | 86 | In [5]: plot(range(5)) # plots in the matplotlib window |
|
87 | 87 | |
|
88 | 88 | In [6]: display(gcf()) # embeds the current figure in the qtconsole |
|
89 | 89 | |
|
90 | 90 | In [7]: display(*getfigs()) # embeds all active figures in the qtconsole |
|
91 | 91 | |
|
92 | 92 | If you have a reference to a matplotlib figure object, you can always display |
|
93 | 93 | that specific figure: |
|
94 | 94 | |
|
95 | 95 | .. sourcecode:: ipython |
|
96 | 96 | |
|
97 | 97 | In [1]: f = figure() |
|
98 | 98 | |
|
99 | 99 | In [2]: plot(rand(100)) |
|
100 | 100 | Out[2]: [<matplotlib.lines.Line2D at 0x7fc6ac03dd90>] |
|
101 | 101 | |
|
102 | 102 | In [3]: display(f) |
|
103 | 103 | |
|
104 | 104 | # Plot is shown here |
|
105 | 105 | |
|
106 | 106 | In [4]: title('A title') |
|
107 | 107 | Out[4]: <matplotlib.text.Text at 0x7fc6ac023450> |
|
108 | 108 | |
|
109 | 109 | In [5]: display(f) |
|
110 | 110 | |
|
111 | 111 | # Updated plot with title is shown here. |
|
112 | 112 | |
|
113 | 113 | .. _inline: |
|
114 | 114 | |
|
115 | 115 | ``--pylab=inline`` |
|
116 | 116 | ****************** |
|
117 | 117 | |
|
118 | 118 | If you want to have all of your figures embedded in your session, instead of |
|
119 | 119 | calling :func:`display`, you can specify ``--pylab=inline`` when you start the |
|
120 | 120 | console, and each time you make a plot, it will show up in your document, as if |
|
121 | 121 | you had called :func:`display(fig)`. |
|
122 | 122 | |
|
123 | 123 | The inline backend can use either SVG or PNG figures (PNG being the default). |
|
124 | 124 | To switch between them, set the ``InlineBackend.figure_format`` configurable |
|
125 | 125 | in a config file, or via the ``%config`` magic: |
|
126 | 126 | |
|
127 | 127 | .. sourcecode:: ipython |
|
128 | 128 | |
|
129 | 129 | In [10]: %config InlineBackend.figure_format = 'svg' |
|
130 | 130 | |
|
131 | 131 | .. note:: |
|
132 | 132 | |
|
133 | 133 | Changing the inline figure format also affects calls to :func:`display` above, |
|
134 | 134 | even if you are not using the inline backend for all figures. |
|
135 | 135 | |
|
136 | 136 | By default, IPython closes all figures at the completion of each execution. This means you |
|
137 | 137 | don't have to manually close figures, which is less convenient when figures aren't attached |
|
138 | 138 | to windows with an obvious close button. It also means that the first matplotlib call in |
|
139 | 139 | each cell will always create a new figure: |
|
140 | 140 | |
|
141 | 141 | .. sourcecode:: ipython |
|
142 | 142 | |
|
143 | 143 | In [11]: plot(range(100)) |
|
144 | 144 | <single-line plot> |
|
145 | 145 | |
|
146 | 146 | In [12]: plot([1,3,2]) |
|
147 | 147 | <another single-line plot> |
|
148 | 148 | |
|
149 | 149 | |
|
150 | 150 | However, it does prevent the list of active figures surviving from one input cell to the |
|
151 | 151 | next, so if you want to continue working with a figure, you must hold on to a reference to |
|
152 | 152 | it: |
|
153 | 153 | |
|
154 | 154 | .. sourcecode:: ipython |
|
155 | 155 | |
|
156 | 156 | In [11]: fig = gcf() |
|
157 | 157 | ....: fig.plot(rand(100)) |
|
158 | 158 | <plot> |
|
159 | 159 | In [12]: fig.title('Random Title') |
|
160 | 160 | <redraw plot with title> |
|
161 | 161 | |
|
162 | 162 | This behavior is controlled by the :attr:`InlineBackend.close_figures` configurable, and |
|
163 | 163 | if you set it to False, via %config or config file, then IPython will *not* close figures, |
|
164 | 164 | and tools like :func:`gcf`, :func:`gca`, :func:`getfigs` will behave the same as they |
|
165 | 165 | do with other backends. You will, however, have to manually close figures: |
|
166 | 166 | |
|
167 | 167 | .. sourcecode:: ipython |
|
168 | 168 | |
|
169 | 169 | # close all active figures: |
|
170 | 170 | In [13]: [ fig.close() for fig in getfigs() ] |
|
171 | 171 | |
|
172 | 172 | |
|
173 | 173 | |
|
174 | 174 | .. _saving: |
|
175 | 175 | |
|
176 | 176 | Saving and Printing |
|
177 | 177 | =================== |
|
178 | 178 | |
|
179 | 179 | IPythonQt has the ability to save your current session, as either HTML or |
|
180 | 180 | XHTML. If you have been using :func:`display` or inline_ pylab, your figures |
|
181 | 181 | will be PNG in HTML, or inlined as SVG in XHTML. PNG images have the option to |
|
182 | 182 | be either in an external folder, as in many browsers' "Webpage, Complete" |
|
183 | 183 | option, or inlined as well, for a larger, but more portable file. |
|
184 | 184 | |
|
185 | 185 | .. note:: |
|
186 | 186 | |
|
187 | 187 | Export to SVG+XHTML requires that you are using SVG figures, which is *not* |
|
188 | 188 | the default. To switch the inline figure format to use SVG during an active |
|
189 | 189 | session, do: |
|
190 | 190 | |
|
191 | 191 | .. sourcecode:: ipython |
|
192 | 192 | |
|
193 | 193 | In [10]: %config InlineBackend.figure_format = 'svg' |
|
194 | 194 | |
|
195 | 195 | Or, you can add the same line (c.Inline... instead of %config Inline...) to |
|
196 | 196 | your config files. |
|
197 | 197 | |
|
198 | 198 | This will only affect figures plotted after making this call |
|
199 | 199 | |
|
200 | 200 | |
|
201 | 201 | The widget also exposes the ability to print directly, via the default print |
|
202 | 202 | shortcut or context menu. |
|
203 | 203 | |
|
204 | 204 | |
|
205 | 205 | .. Note:: |
|
206 | 206 | |
|
207 | 207 | Saving is only available to richtext Qt widgets, which are used by default, |
|
208 | 208 | but if you pass the ``--plain`` flag, saving will not be available to you. |
|
209 | 209 | |
|
210 | 210 | |
|
211 | 211 | See these examples of :download:`png/html<figs/jn.html>` and |
|
212 | 212 | :download:`svg/xhtml <figs/jn.xhtml>` output. Note that syntax highlighting |
|
213 | 213 | does not survive export. This is a known issue, and is being investigated. |
|
214 | 214 | |
|
215 | 215 | |
|
216 | 216 | Colors and Highlighting |
|
217 | 217 | ======================= |
|
218 | 218 | |
|
219 | 219 | Terminal IPython has always had some coloring, but never syntax |
|
220 | 220 | highlighting. There are a few simple color choices, specified by the ``colors`` |
|
221 | 221 | flag or ``%colors`` magic: |
|
222 | 222 | |
|
223 | 223 | * LightBG for light backgrounds |
|
224 | 224 | * Linux for dark backgrounds |
|
225 | 225 | * NoColor for a simple colorless terminal |
|
226 | 226 | |
|
227 | 227 | The Qt widget has full support for the ``colors`` flag used in the terminal shell. |
|
228 | 228 | |
|
229 | 229 | The Qt widget, however, has full syntax highlighting as you type, handled by |
|
230 | 230 | the `pygments`_ library. The ``style`` argument exposes access to any style by |
|
231 | 231 | name that can be found by pygments, and there are several already |
|
232 | 232 | installed. The ``colors`` argument, if unspecified, will be guessed based on |
|
233 | 233 | the chosen style. Similarly, there are default styles associated with each |
|
234 | 234 | ``colors`` option. |
|
235 | 235 | |
|
236 | 236 | |
|
237 | 237 | Screenshot of ``ipython qtconsole --colors=linux``, which uses the 'monokai' |
|
238 | 238 | theme by default: |
|
239 | 239 | |
|
240 | 240 | .. image:: figs/colors_dark.png |
|
241 | 241 | :width: 627px |
|
242 | 242 | |
|
243 | 243 | .. Note:: |
|
244 | 244 | |
|
245 | 245 | Calling ``ipython qtconsole -h`` will show all the style names that |
|
246 | 246 | pygments can find on your system. |
|
247 | 247 | |
|
248 | 248 | You can also pass the filename of a custom CSS stylesheet, if you want to do |
|
249 | 249 | your own coloring, via the ``stylesheet`` argument. The default LightBG |
|
250 | 250 | stylesheet: |
|
251 | 251 | |
|
252 | 252 | .. sourcecode:: css |
|
253 | 253 | |
|
254 | 254 | QPlainTextEdit, QTextEdit { background-color: white; |
|
255 | 255 | color: black ; |
|
256 | 256 | selection-background-color: #ccc} |
|
257 | 257 | .error { color: red; } |
|
258 | 258 | .in-prompt { color: navy; } |
|
259 | 259 | .in-prompt-number { font-weight: bold; } |
|
260 | 260 | .out-prompt { color: darkred; } |
|
261 | 261 | .out-prompt-number { font-weight: bold; } |
|
262 | 262 | |
|
263 | 263 | Fonts |
|
264 | 264 | ===== |
|
265 | 265 | |
|
266 | 266 | The QtConsole has configurable via the ConsoleWidget. To change these, set the |
|
267 | 267 | ``font_family`` or ``font_size`` traits of the ConsoleWidget. For instance, to |
|
268 | 268 | use 9pt Anonymous Pro:: |
|
269 | 269 | |
|
270 | 270 | $> ipython qtconsole --ConsoleWidget.font_family="Anonymous Pro" --ConsoleWidget.font_size=9 |
|
271 | 271 | |
|
272 | 272 | Process Management |
|
273 | 273 | ================== |
|
274 | 274 | |
|
275 | 275 | With the two-process ZMQ model, the frontend does not block input during |
|
276 | 276 | execution. This means that actions can be taken by the frontend while the |
|
277 | 277 | Kernel is executing, or even after it crashes. The most basic such command is |
|
278 | 278 | via 'Ctrl-.', which restarts the kernel. This can be done in the middle of a |
|
279 | 279 | blocking execution. The frontend can also know, via a heartbeat mechanism, that |
|
280 | 280 | the kernel has died. This means that the frontend can safely restart the |
|
281 | 281 | kernel. |
|
282 | 282 | |
|
283 | 283 | .. _multiple_consoles: |
|
284 | 284 | |
|
285 | 285 | Multiple Consoles |
|
286 | 286 | ***************** |
|
287 | 287 | |
|
288 | 288 | Since the Kernel listens on the network, multiple frontends can connect to it. |
|
289 | 289 | These do not have to all be qt frontends - any IPython frontend can connect and |
|
290 | 290 | run code. When you start ipython qtconsole, there will be an output line, |
|
291 | 291 | like:: |
|
292 | 292 | |
|
293 | 293 | [IPKernelApp] To connect another client to this kernel, use: |
|
294 | 294 | [IPKernelApp] --existing kernel-12345.json |
|
295 | 295 | |
|
296 | 296 | Other frontends can connect to your kernel, and share in the execution. This is |
|
297 | 297 | great for collaboration. The ``--existing`` flag means connect to a kernel |
|
298 | 298 | that already exists. Starting other consoles |
|
299 | 299 | with that flag will not try to start their own kernel, but rather connect to |
|
300 | 300 | yours. :file:`kernel-12345.json` is a small JSON file with the ip, port, and |
|
301 | 301 | authentication information necessary to connect to your kernel. By default, this file |
|
302 | 302 | will be in your default profile's security directory. If it is somewhere else, |
|
303 | 303 | the output line will print the full path of the connection file, rather than |
|
304 | 304 | just its filename. |
|
305 | 305 | |
|
306 | 306 | If you need to find the connection info to send, and don't know where your connection file |
|
307 | 307 | lives, there are a couple of ways to get it. If you are already running an IPython console |
|
308 | 308 | connected to the kernel, you can use the ``%connect_info`` magic to display the information |
|
309 | 309 | necessary to connect another frontend to the kernel. |
|
310 | 310 | |
|
311 | 311 | .. sourcecode:: ipython |
|
312 | 312 | |
|
313 | 313 | In [2]: %connect_info |
|
314 | 314 | { |
|
315 | 315 | "stdin_port":50255, |
|
316 | 316 | "ip":"127.0.0.1", |
|
317 | 317 | "hb_port":50256, |
|
318 | 318 | "key":"70be6f0f-1564-4218-8cda-31be40a4d6aa", |
|
319 | 319 | "shell_port":50253, |
|
320 | 320 | "iopub_port":50254 |
|
321 | 321 | } |
|
322 | 322 | |
|
323 | 323 | Paste the above JSON into a file, and connect with: |
|
324 | 324 | $> ipython <app> --existing <file> |
|
325 | 325 | or, if you are local, you can connect with just: |
|
326 | 326 | $> ipython <app> --existing kernel-12345.json |
|
327 | 327 | or even just: |
|
328 | 328 | $> ipython <app> --existing |
|
329 | 329 | if this is the most recent IPython session you have started. |
|
330 | 330 | |
|
331 | 331 | Otherwise, you can find a connection file by name (and optionally profile) with |
|
332 | 332 | :func:`IPython.lib.kernel.find_connection_file`: |
|
333 | 333 | |
|
334 | 334 | .. sourcecode:: bash |
|
335 | 335 | |
|
336 | 336 | $> python -c "from IPython.lib.kernel import find_connection_file;\ |
|
337 | 337 | print find_connection_file('kernel-12345.json')" |
|
338 | 338 | /home/you/.ipython/profile_default/security/kernel-12345.json |
|
339 | 339 | |
|
340 | 340 | And if you are using a particular IPython profile: |
|
341 | 341 | |
|
342 | 342 | .. sourcecode:: bash |
|
343 | 343 | |
|
344 | 344 | $> python -c "from IPython.lib.kernel import find_connection_file;\ |
|
345 | 345 | print find_connection_file('kernel-12345.json', profile='foo')" |
|
346 | 346 | /home/you/.ipython/profile_foo/security/kernel-12345.json |
|
347 | 347 | |
|
348 | 348 | You can even launch a standalone kernel, and connect and disconnect Qt Consoles |
|
349 | 349 | from various machines. This lets you keep the same running IPython session |
|
350 | 350 | on your work machine (with matplotlib plots and everything), logging in from home, |
|
351 | 351 | cafΓ©s, etc.:: |
|
352 | 352 | |
|
353 | 353 | $> ipython kernel |
|
354 | 354 | [IPKernelApp] To connect another client to this kernel, use: |
|
355 | 355 | [IPKernelApp] --existing kernel-12345.json |
|
356 | 356 | |
|
357 | 357 | This is actually exactly the same as the subprocess launched by the qtconsole, so |
|
358 | 358 | all the information about connecting to a standalone kernel is identical to that |
|
359 | 359 | of connecting to the kernel attached to a running console. |
|
360 | 360 | |
|
361 | 361 | .. _kernel_security: |
|
362 | 362 | |
|
363 | 363 | Security |
|
364 | 364 | -------- |
|
365 | 365 | |
|
366 | 366 | .. warning:: |
|
367 | 367 | |
|
368 | 368 | Since the ZMQ code currently has no encryption, listening on an |
|
369 | 369 | external-facing IP is dangerous. You are giving any computer that can see |
|
370 | 370 | you on the network the ability to connect to your kernel, and view your traffic. |
|
371 | 371 | Read the rest of this section before listening on external ports |
|
372 | 372 | or running an IPython kernel on a shared machine. |
|
373 | 373 | |
|
374 | 374 | By default (for security reasons), the kernel only listens on localhost, so you |
|
375 | 375 | can only connect multiple frontends to the kernel from your local machine. You |
|
376 | 376 | can specify to listen on an external interface by specifying the ``ip`` |
|
377 | 377 | argument:: |
|
378 | 378 | |
|
379 | 379 | $> ipython qtconsole --ip=192.168.1.123 |
|
380 | 380 | |
|
381 | 381 | If you specify the ip as 0.0.0.0 or '*', that means all interfaces, so any |
|
382 | 382 | computer that can see yours on the network can connect to the kernel. |
|
383 | 383 | |
|
384 | 384 | Messages are not encrypted, so users with access to the ports your kernel is using will be |
|
385 | 385 | able to see any output of the kernel. They will **NOT** be able to issue shell commands as |
|
386 | 386 | you due to message signatures, which are enabled by default as of IPython 0.12. |
|
387 | 387 | |
|
388 | 388 | .. warning:: |
|
389 | 389 | |
|
390 | 390 | If you disable message signatures, then any user with access to the ports your |
|
391 | 391 | kernel is listening on can issue arbitrary code as you. **DO NOT** disable message |
|
392 | 392 | signatures unless you have a lot of trust in your environment. |
|
393 | 393 | |
|
394 | 394 | The one security feature IPython does provide is protection from unauthorized execution. |
|
395 | 395 | IPython's messaging system will sign messages with HMAC digests using a shared-key. The key |
|
396 | 396 | is never sent over the network, it is only used to generate a unique hash for each message, |
|
397 | 397 | based on its content. When IPython receives a message, it will check that the digest |
|
398 | 398 | matches, and discard the message. You can use any file that only you have access to to |
|
399 | 399 | generate this key, but the default is just to generate a new UUID. You can generate a random |
|
400 | 400 | private key with:: |
|
401 | 401 | |
|
402 | 402 | # generate 1024b of random data, and store in a file only you can read: |
|
403 |
# (assumes IPYTHON |
|
|
404 |
$> python -c "import os; print os.urandom(128).encode('base64')" > $IPYTHON |
|
|
405 |
$> chmod 600 $IPYTHON |
|
|
403 | # (assumes IPYTHONDIR is defined, otherwise use your IPython directory) | |
|
404 | $> python -c "import os; print os.urandom(128).encode('base64')" > $IPYTHONDIR/sessionkey | |
|
405 | $> chmod 600 $IPYTHONDIR/sessionkey | |
|
406 | 406 | |
|
407 | 407 | The *contents* of this file will be stored in the JSON connection file, so that file |
|
408 | 408 | contains everything you need to connect to and use a kernel. |
|
409 | 409 | |
|
410 | 410 | To use this generated key, simply specify the ``Session.keyfile`` configurable |
|
411 | 411 | in :file:`ipython_config.py` or at the command-line, as in:: |
|
412 | 412 | |
|
413 | 413 | # instruct IPython to sign messages with that key, instead of a new UUID |
|
414 |
$> ipython qtconsole --Session.keyfile=$IPYTHON |
|
|
414 | $> ipython qtconsole --Session.keyfile=$IPYTHONDIR/sessionkey | |
|
415 | 415 | |
|
416 | 416 | .. _ssh_tunnels: |
|
417 | 417 | |
|
418 | 418 | SSH Tunnels |
|
419 | 419 | ----------- |
|
420 | 420 | |
|
421 | 421 | Sometimes you want to connect to machines across the internet, or just across |
|
422 | 422 | a LAN that either doesn't permit open ports or you don't trust the other |
|
423 | 423 | machines on the network. To do this, you can use SSH tunnels. SSH tunnels |
|
424 | 424 | are a way to securely forward ports on your local machine to ports on another |
|
425 | 425 | machine, to which you have SSH access. |
|
426 | 426 | |
|
427 | 427 | In simple cases, IPython's tools can forward ports over ssh by simply adding the |
|
428 | 428 | ``--ssh=remote`` argument to the usual ``--existing...`` set of flags for connecting |
|
429 | 429 | to a running kernel, after copying the JSON connection file (or its contents) to |
|
430 | 430 | the second computer. |
|
431 | 431 | |
|
432 | 432 | .. warning:: |
|
433 | 433 | |
|
434 | 434 | Using SSH tunnels does *not* increase localhost security. In fact, when |
|
435 | 435 | tunneling from one machine to another *both* machines have open |
|
436 | 436 | ports on localhost available for connections to the kernel. |
|
437 | 437 | |
|
438 | 438 | There are two primary models for using SSH tunnels with IPython. The first |
|
439 | 439 | is to have the Kernel listen only on localhost, and connect to it from |
|
440 | 440 | another machine on the same LAN. |
|
441 | 441 | |
|
442 | 442 | First, let's start a kernel on machine **worker**, listening only |
|
443 | 443 | on loopback:: |
|
444 | 444 | |
|
445 | 445 | user@worker $> ipython kernel |
|
446 | 446 | [IPKernelApp] To connect another client to this kernel, use: |
|
447 | 447 | [IPKernelApp] --existing kernel-12345.json |
|
448 | 448 | |
|
449 | 449 | In this case, the IP that you would connect |
|
450 | 450 | to would still be 127.0.0.1, but you want to specify the additional ``--ssh`` argument |
|
451 | 451 | with the hostname of the kernel (in this example, it's 'worker'):: |
|
452 | 452 | |
|
453 | 453 | user@client $> ipython qtconsole --ssh=worker --existing /path/to/kernel-12345.json |
|
454 | 454 | |
|
455 | 455 | Which will write a new connection file with the forwarded ports, so you can reuse them:: |
|
456 | 456 | |
|
457 | 457 | [IPythonQtConsoleApp] To connect another client via this tunnel, use: |
|
458 | 458 | [IPythonQtConsoleApp] --existing kernel-12345-ssh.json |
|
459 | 459 | |
|
460 | 460 | Note again that this opens ports on the *client* machine that point to your kernel. |
|
461 | 461 | |
|
462 | 462 | .. note:: |
|
463 | 463 | |
|
464 | 464 | the ssh argument is simply passed to openssh, so it can be fully specified ``user@host:port`` |
|
465 | 465 | but it will also respect your aliases, etc. in :file:`.ssh/config` if you have any. |
|
466 | 466 | |
|
467 | 467 | The second pattern is for connecting to a machine behind a firewall across the internet |
|
468 | 468 | (or otherwise wide network). This time, we have a machine **login** that you have ssh access |
|
469 | 469 | to, which can see **kernel**, but **client** is on another network. The important difference |
|
470 | 470 | now is that **client** can see **login**, but *not* **worker**. So we need to forward ports from |
|
471 | 471 | client to worker *via* login. This means that the kernel must be started listening |
|
472 | 472 | on external interfaces, so that its ports are visible to `login`:: |
|
473 | 473 | |
|
474 | 474 | user@worker $> ipython kernel --ip=0.0.0.0 |
|
475 | 475 | [IPKernelApp] To connect another client to this kernel, use: |
|
476 | 476 | [IPKernelApp] --existing kernel-12345.json |
|
477 | 477 | |
|
478 | 478 | Which we can connect to from the client with:: |
|
479 | 479 | |
|
480 | 480 | user@client $> ipython qtconsole --ssh=login --ip=192.168.1.123 --existing /path/to/kernel-12345.json |
|
481 | 481 | |
|
482 | 482 | .. note:: |
|
483 | 483 | |
|
484 | 484 | The IP here is the address of worker as seen from *login*, and need only be specified if |
|
485 | 485 | the kernel used the ambiguous 0.0.0.0 (all interfaces) address. If it had used |
|
486 | 486 | 192.168.1.123 to start with, it would not be needed. |
|
487 | 487 | |
|
488 | 488 | |
|
489 | 489 | Manual SSH tunnels |
|
490 | 490 | ------------------ |
|
491 | 491 | |
|
492 | 492 | It's possible that IPython's ssh helper functions won't work for you, for various |
|
493 | 493 | reasons. You can still connect to remote machines, as long as you set up the tunnels |
|
494 | 494 | yourself. The basic format of forwarding a local port to a remote one is:: |
|
495 | 495 | |
|
496 | 496 | [client] $> ssh <server> <localport>:<remoteip>:<remoteport> -f -N |
|
497 | 497 | |
|
498 | 498 | This will forward local connections to **localport** on client to **remoteip:remoteport** |
|
499 | 499 | *via* **server**. Note that remoteip is interpreted relative to *server*, not the client. |
|
500 | 500 | So if you have direct ssh access to the machine to which you want to forward connections, |
|
501 | 501 | then the server *is* the remote machine, and remoteip should be server's IP as seen from the |
|
502 | 502 | server itself, i.e. 127.0.0.1. Thus, to forward local port 12345 to remote port 54321 on |
|
503 | 503 | a machine you can see, do:: |
|
504 | 504 | |
|
505 | 505 | [client] $> ssh machine 12345:127.0.0.1:54321 -f -N |
|
506 | 506 | |
|
507 | 507 | But if your target is actually on a LAN at 192.168.1.123, behind another machine called **login**, |
|
508 | 508 | then you would do:: |
|
509 | 509 | |
|
510 | 510 | [client] $> ssh login 12345:192.168.1.16:54321 -f -N |
|
511 | 511 | |
|
512 | 512 | The ``-f -N`` on the end are flags that tell ssh to run in the background, |
|
513 | 513 | and don't actually run any commands beyond creating the tunnel. |
|
514 | 514 | |
|
515 | 515 | .. seealso:: |
|
516 | 516 | |
|
517 | 517 | A short discussion of ssh tunnels: http://www.revsys.com/writings/quicktips/ssh-tunnel.html |
|
518 | 518 | |
|
519 | 519 | |
|
520 | 520 | |
|
521 | 521 | Stopping Kernels and Consoles |
|
522 | 522 | ***************************** |
|
523 | 523 | |
|
524 | 524 | Since there can be many consoles per kernel, the shutdown mechanism and dialog |
|
525 | 525 | are probably more complicated than you are used to. Since you don't always want |
|
526 | 526 | to shutdown a kernel when you close a window, you are given the option to just |
|
527 | 527 | close the console window or also close the Kernel and *all other windows*. Note |
|
528 | 528 | that this only refers to all other *local* windows, as remote Consoles are not |
|
529 | 529 | allowed to shutdown the kernel, and shutdowns do not close Remote consoles (to |
|
530 | 530 | allow for saving, etc.). |
|
531 | 531 | |
|
532 | 532 | Rules: |
|
533 | 533 | |
|
534 | 534 | * Restarting the kernel automatically clears all *local* Consoles, and prompts remote |
|
535 | 535 | Consoles about the reset. |
|
536 | 536 | * Shutdown closes all *local* Consoles, and notifies remotes that |
|
537 | 537 | the Kernel has been shutdown. |
|
538 | 538 | * Remote Consoles may not restart or shutdown the kernel. |
|
539 | 539 | |
|
540 | 540 | Qt and the QtConsole |
|
541 | 541 | ==================== |
|
542 | 542 | |
|
543 | 543 | An important part of working with the QtConsole when you are writing your own |
|
544 | 544 | Qt code is to remember that user code (in the kernel) is *not* in the same |
|
545 | 545 | process as the frontend. This means that there is not necessarily any Qt code |
|
546 | 546 | running in the kernel, and under most normal circumstances there isn't. If, |
|
547 | 547 | however, you specify ``--pylab=qt`` at the command-line, then there *will* be a |
|
548 | 548 | :class:`QCoreApplication` instance running in the kernel process along with |
|
549 | 549 | user-code. To get a reference to this application, do: |
|
550 | 550 | |
|
551 | 551 | .. sourcecode:: python |
|
552 | 552 | |
|
553 | 553 | from PyQt4 import QtCore |
|
554 | 554 | app = QtCore.QCoreApplication.instance() |
|
555 | 555 | # app will be None if there is no such instance |
|
556 | 556 | |
|
557 | 557 | A common problem listed in the PyQt4 Gotchas_ is the fact that Python's garbage |
|
558 | 558 | collection will destroy Qt objects (Windows, etc.) once there is no longer a |
|
559 | 559 | Python reference to them, so you have to hold on to them. For instance, in: |
|
560 | 560 | |
|
561 | 561 | .. sourcecode:: python |
|
562 | 562 | |
|
563 | 563 | def make_window(): |
|
564 | 564 | win = QtGui.QMainWindow() |
|
565 | 565 | |
|
566 | 566 | def make_and_return_window(): |
|
567 | 567 | win = QtGui.QMainWindow() |
|
568 | 568 | return win |
|
569 | 569 | |
|
570 | 570 | :func:`make_window` will never draw a window, because garbage collection will |
|
571 | 571 | destroy it before it is drawn, whereas :func:`make_and_return_window` lets the |
|
572 | 572 | caller decide when the window object should be destroyed. If, as a developer, |
|
573 | 573 | you know that you always want your objects to last as long as the process, you |
|
574 | 574 | can attach them to the QApplication instance itself: |
|
575 | 575 | |
|
576 | 576 | .. sourcecode:: python |
|
577 | 577 | |
|
578 | 578 | # do this just once: |
|
579 | 579 | app = QtCore.QCoreApplication.instance() |
|
580 | 580 | app.references = set() |
|
581 | 581 | # then when you create Windows, add them to the set |
|
582 | 582 | def make_window(): |
|
583 | 583 | win = QtGui.QMainWindow() |
|
584 | 584 | app.references.add(win) |
|
585 | 585 | |
|
586 | 586 | Now the QApplication itself holds a reference to ``win``, so it will never be |
|
587 | 587 | garbage collected until the application itself is destroyed. |
|
588 | 588 | |
|
589 | 589 | .. _Gotchas: http://www.riverbankcomputing.co.uk/static/Docs/PyQt4/html/gotchas.html#garbage-collection |
|
590 | 590 | |
|
591 | 591 | Regressions |
|
592 | 592 | =========== |
|
593 | 593 | |
|
594 | 594 | There are some features, where the qt console lags behind the Terminal |
|
595 | 595 | frontend: |
|
596 | 596 | |
|
597 | 597 | * !cmd input: Due to our use of pexpect, we cannot pass input to subprocesses |
|
598 | 598 | launched using the '!' escape, so you should never call a command that |
|
599 | 599 | requires interactive input. For such cases, use the terminal IPython. This |
|
600 | 600 | will not be fixed, as abandoning pexpect would significantly degrade the |
|
601 | 601 | console experience. |
|
602 | 602 | |
|
603 | 603 | * Use of ``\b`` and ``\r`` characters in the console: these are control |
|
604 | 604 | characters that allow the cursor to move backwards on a line, and are used to |
|
605 | 605 | display things like in-place progress bars in a terminal. We currently do |
|
606 | 606 | not support this, but it is being tracked as issue :ghissue:`629`. |
|
607 | 607 | |
|
608 | 608 | .. _PyQt: http://www.riverbankcomputing.co.uk/software/pyqt/download |
|
609 | 609 | .. _pygments: http://pygments.org/ |
@@ -1,1005 +1,1005 b'' | |||
|
1 | 1 | ================= |
|
2 | 2 | IPython reference |
|
3 | 3 | ================= |
|
4 | 4 | |
|
5 | 5 | .. _command_line_options: |
|
6 | 6 | |
|
7 | 7 | Command-line usage |
|
8 | 8 | ================== |
|
9 | 9 | |
|
10 | 10 | You start IPython with the command:: |
|
11 | 11 | |
|
12 | 12 | $ ipython [options] files |
|
13 | 13 | |
|
14 | 14 | .. note:: |
|
15 | 15 | |
|
16 | 16 | For IPython on Python 3, use ``ipython3`` in place of ``ipython``. |
|
17 | 17 | |
|
18 | 18 | If invoked with no options, it executes all the files listed in sequence |
|
19 | 19 | and drops you into the interpreter while still acknowledging any options |
|
20 | 20 | you may have set in your ipython_config.py. This behavior is different from |
|
21 | 21 | standard Python, which when called as python -i will only execute one |
|
22 | 22 | file and ignore your configuration setup. |
|
23 | 23 | |
|
24 | 24 | Please note that some of the configuration options are not available at |
|
25 | 25 | the command line, simply because they are not practical here. Look into |
|
26 | 26 | your configuration files for details on those. There are separate configuration |
|
27 | 27 | files for each profile, and the files look like "ipython_config.py" or |
|
28 | 28 | "ipython_config_<frontendname>.py". Profile directories look like |
|
29 |
"profile_profilename" and are typically installed in the IPYTHON |
|
|
29 | "profile_profilename" and are typically installed in the IPYTHONDIR directory. | |
|
30 | 30 | For Linux users, this will be $HOME/.config/ipython, and for other users it |
|
31 | 31 | will be $HOME/.ipython. For Windows users, $HOME resolves to C:\\Documents and |
|
32 | 32 | Settings\\YourUserName in most instances. |
|
33 | 33 | |
|
34 | 34 | |
|
35 | 35 | Eventloop integration |
|
36 | 36 | --------------------- |
|
37 | 37 | |
|
38 | 38 | Previously IPython had command line options for controlling GUI event loop |
|
39 | 39 | integration (-gthread, -qthread, -q4thread, -wthread, -pylab). As of IPython |
|
40 | 40 | version 0.11, these have been removed. Please see the new ``%gui`` |
|
41 | 41 | magic command or :ref:`this section <gui_support>` for details on the new |
|
42 | 42 | interface, or specify the gui at the commandline:: |
|
43 | 43 | |
|
44 | 44 | $ ipython --gui=qt |
|
45 | 45 | |
|
46 | 46 | |
|
47 | 47 | Command-line Options |
|
48 | 48 | -------------------- |
|
49 | 49 | |
|
50 | 50 | To see the options IPython accepts, use ``ipython --help`` (and you probably |
|
51 | 51 | should run the output through a pager such as ``ipython --help | less`` for |
|
52 | 52 | more convenient reading). This shows all the options that have a single-word |
|
53 | 53 | alias to control them, but IPython lets you configure all of its objects from |
|
54 | 54 | the command-line by passing the full class name and a corresponding value; type |
|
55 | 55 | ``ipython --help-all`` to see this full list. For example:: |
|
56 | 56 | |
|
57 | 57 | ipython --pylab qt |
|
58 | 58 | |
|
59 | 59 | is equivalent to:: |
|
60 | 60 | |
|
61 | 61 | ipython --TerminalIPythonApp.pylab='qt' |
|
62 | 62 | |
|
63 | 63 | Note that in the second form, you *must* use the equal sign, as the expression |
|
64 | 64 | is evaluated as an actual Python assignment. While in the above example the |
|
65 | 65 | short form is more convenient, only the most common options have a short form, |
|
66 | 66 | while any configurable variable in IPython can be set at the command-line by |
|
67 | 67 | using the long form. This long form is the same syntax used in the |
|
68 | 68 | configuration files, if you want to set these options permanently. |
|
69 | 69 | |
|
70 | 70 | |
|
71 | 71 | Interactive use |
|
72 | 72 | =============== |
|
73 | 73 | |
|
74 | 74 | IPython is meant to work as a drop-in replacement for the standard interactive |
|
75 | 75 | interpreter. As such, any code which is valid python should execute normally |
|
76 | 76 | under IPython (cases where this is not true should be reported as bugs). It |
|
77 | 77 | does, however, offer many features which are not available at a standard python |
|
78 | 78 | prompt. What follows is a list of these. |
|
79 | 79 | |
|
80 | 80 | |
|
81 | 81 | Caution for Windows users |
|
82 | 82 | ------------------------- |
|
83 | 83 | |
|
84 | 84 | Windows, unfortunately, uses the '\\' character as a path separator. This is a |
|
85 | 85 | terrible choice, because '\\' also represents the escape character in most |
|
86 | 86 | modern programming languages, including Python. For this reason, using '/' |
|
87 | 87 | character is recommended if you have problems with ``\``. However, in Windows |
|
88 | 88 | commands '/' flags options, so you can not use it for the root directory. This |
|
89 | 89 | means that paths beginning at the root must be typed in a contrived manner |
|
90 | 90 | like: ``%copy \opt/foo/bar.txt \tmp`` |
|
91 | 91 | |
|
92 | 92 | .. _magic: |
|
93 | 93 | |
|
94 | 94 | Magic command system |
|
95 | 95 | -------------------- |
|
96 | 96 | |
|
97 | 97 | IPython will treat any line whose first character is a % as a special |
|
98 | 98 | call to a 'magic' function. These allow you to control the behavior of |
|
99 | 99 | IPython itself, plus a lot of system-type features. They are all |
|
100 | 100 | prefixed with a % character, but parameters are given without |
|
101 | 101 | parentheses or quotes. |
|
102 | 102 | |
|
103 | 103 | Example: typing ``%cd mydir`` changes your working directory to 'mydir', if it |
|
104 | 104 | exists. |
|
105 | 105 | |
|
106 | 106 | If you have 'automagic' enabled (as it by default), you don't need |
|
107 | 107 | to type in the % explicitly. IPython will scan its internal list of |
|
108 | 108 | magic functions and call one if it exists. With automagic on you can |
|
109 | 109 | then just type ``cd mydir`` to go to directory 'mydir'. The automagic |
|
110 | 110 | system has the lowest possible precedence in name searches, so defining |
|
111 | 111 | an identifier with the same name as an existing magic function will |
|
112 | 112 | shadow it for automagic use. You can still access the shadowed magic |
|
113 | 113 | function by explicitly using the % character at the beginning of the line. |
|
114 | 114 | |
|
115 | 115 | An example (with automagic on) should clarify all this: |
|
116 | 116 | |
|
117 | 117 | .. sourcecode:: ipython |
|
118 | 118 | |
|
119 | 119 | In [1]: cd ipython # %cd is called by automagic |
|
120 | 120 | /home/fperez/ipython |
|
121 | 121 | |
|
122 | 122 | In [2]: cd=1 # now cd is just a variable |
|
123 | 123 | |
|
124 | 124 | In [3]: cd .. # and doesn't work as a function anymore |
|
125 | 125 | File "<ipython-input-3-9fedb3aff56c>", line 1 |
|
126 | 126 | cd .. |
|
127 | 127 | ^ |
|
128 | 128 | SyntaxError: invalid syntax |
|
129 | 129 | |
|
130 | 130 | |
|
131 | 131 | In [4]: %cd .. # but %cd always works |
|
132 | 132 | /home/fperez |
|
133 | 133 | |
|
134 | 134 | In [5]: del cd # if you remove the cd variable, automagic works again |
|
135 | 135 | |
|
136 | 136 | In [6]: cd ipython |
|
137 | 137 | |
|
138 | 138 | /home/fperez/ipython |
|
139 | 139 | |
|
140 | 140 | You can define your own magic functions to extend the system. The |
|
141 | 141 | following example defines a new magic command, %impall: |
|
142 | 142 | |
|
143 | 143 | .. sourcecode:: python |
|
144 | 144 | |
|
145 | 145 | ip = get_ipython() |
|
146 | 146 | |
|
147 | 147 | def doimp(self, arg): |
|
148 | 148 | ip = self.api |
|
149 | 149 | ip.ex("import %s; reload(%s); from %s import *" % (arg,arg,arg) ) |
|
150 | 150 | |
|
151 | 151 | ip.define_magic('impall', doimp) |
|
152 | 152 | |
|
153 | 153 | Type ``%magic`` for more information, including a list of all available magic |
|
154 | 154 | functions at any time and their docstrings. You can also type |
|
155 | 155 | ``%magic_function_name?`` (see :ref:`below <dynamic_object_info>` for information on |
|
156 | 156 | the '?' system) to get information about any particular magic function you are |
|
157 | 157 | interested in. |
|
158 | 158 | |
|
159 | 159 | The API documentation for the :mod:`IPython.core.magic` module contains the full |
|
160 | 160 | docstrings of all currently available magic commands. |
|
161 | 161 | |
|
162 | 162 | |
|
163 | 163 | Access to the standard Python help |
|
164 | 164 | ---------------------------------- |
|
165 | 165 | |
|
166 | 166 | Simply type ``help()`` to access Python's standard help system. You can |
|
167 | 167 | also type ``help(object)`` for information about a given object, or |
|
168 | 168 | ``help('keyword')`` for information on a keyword. You may need to configure your |
|
169 | 169 | PYTHONDOCS environment variable for this feature to work correctly. |
|
170 | 170 | |
|
171 | 171 | .. _dynamic_object_info: |
|
172 | 172 | |
|
173 | 173 | Dynamic object information |
|
174 | 174 | -------------------------- |
|
175 | 175 | |
|
176 | 176 | Typing ``?word`` or ``word?`` prints detailed information about an object. If |
|
177 | 177 | certain strings in the object are too long (e.g. function signatures) they get |
|
178 | 178 | snipped in the center for brevity. This system gives access variable types and |
|
179 | 179 | values, docstrings, function prototypes and other useful information. |
|
180 | 180 | |
|
181 | 181 | If the information will not fit in the terminal, it is displayed in a pager |
|
182 | 182 | (``less`` if available, otherwise a basic internal pager). |
|
183 | 183 | |
|
184 | 184 | Typing ``??word`` or ``word??`` gives access to the full information, including |
|
185 | 185 | the source code where possible. Long strings are not snipped. |
|
186 | 186 | |
|
187 | 187 | The following magic functions are particularly useful for gathering |
|
188 | 188 | information about your working environment. You can get more details by |
|
189 | 189 | typing ``%magic`` or querying them individually (``%function_name?``); |
|
190 | 190 | this is just a summary: |
|
191 | 191 | |
|
192 | 192 | * **%pdoc <object>**: Print (or run through a pager if too long) the |
|
193 | 193 | docstring for an object. If the given object is a class, it will |
|
194 | 194 | print both the class and the constructor docstrings. |
|
195 | 195 | * **%pdef <object>**: Print the definition header for any callable |
|
196 | 196 | object. If the object is a class, print the constructor information. |
|
197 | 197 | * **%psource <object>**: Print (or run through a pager if too long) |
|
198 | 198 | the source code for an object. |
|
199 | 199 | * **%pfile <object>**: Show the entire source file where an object was |
|
200 | 200 | defined via a pager, opening it at the line where the object |
|
201 | 201 | definition begins. |
|
202 | 202 | * **%who/%whos**: These functions give information about identifiers |
|
203 | 203 | you have defined interactively (not things you loaded or defined |
|
204 | 204 | in your configuration files). %who just prints a list of |
|
205 | 205 | identifiers and %whos prints a table with some basic details about |
|
206 | 206 | each identifier. |
|
207 | 207 | |
|
208 | 208 | Note that the dynamic object information functions (?/??, ``%pdoc``, |
|
209 | 209 | ``%pfile``, ``%pdef``, ``%psource``) work on object attributes, as well as |
|
210 | 210 | directly on variables. For example, after doing ``import os``, you can use |
|
211 | 211 | ``os.path.abspath??``. |
|
212 | 212 | |
|
213 | 213 | .. _readline: |
|
214 | 214 | |
|
215 | 215 | Readline-based features |
|
216 | 216 | ----------------------- |
|
217 | 217 | |
|
218 | 218 | These features require the GNU readline library, so they won't work if your |
|
219 | 219 | Python installation lacks readline support. We will first describe the default |
|
220 | 220 | behavior IPython uses, and then how to change it to suit your preferences. |
|
221 | 221 | |
|
222 | 222 | |
|
223 | 223 | Command line completion |
|
224 | 224 | +++++++++++++++++++++++ |
|
225 | 225 | |
|
226 | 226 | At any time, hitting TAB will complete any available python commands or |
|
227 | 227 | variable names, and show you a list of the possible completions if |
|
228 | 228 | there's no unambiguous one. It will also complete filenames in the |
|
229 | 229 | current directory if no python names match what you've typed so far. |
|
230 | 230 | |
|
231 | 231 | |
|
232 | 232 | Search command history |
|
233 | 233 | ++++++++++++++++++++++ |
|
234 | 234 | |
|
235 | 235 | IPython provides two ways for searching through previous input and thus |
|
236 | 236 | reduce the need for repetitive typing: |
|
237 | 237 | |
|
238 | 238 | 1. Start typing, and then use Ctrl-p (previous,up) and Ctrl-n |
|
239 | 239 | (next,down) to search through only the history items that match |
|
240 | 240 | what you've typed so far. If you use Ctrl-p/Ctrl-n at a blank |
|
241 | 241 | prompt, they just behave like normal arrow keys. |
|
242 | 242 | 2. Hit Ctrl-r: opens a search prompt. Begin typing and the system |
|
243 | 243 | searches your history for lines that contain what you've typed so |
|
244 | 244 | far, completing as much as it can. |
|
245 | 245 | |
|
246 | 246 | |
|
247 | 247 | Persistent command history across sessions |
|
248 | 248 | ++++++++++++++++++++++++++++++++++++++++++ |
|
249 | 249 | |
|
250 | 250 | IPython will save your input history when it leaves and reload it next |
|
251 | 251 | time you restart it. By default, the history file is named |
|
252 |
$IPYTHON |
|
|
252 | $IPYTHONDIR/profile_<name>/history.sqlite. This allows you to keep | |
|
253 | 253 | separate histories related to various tasks: commands related to |
|
254 | 254 | numerical work will not be clobbered by a system shell history, for |
|
255 | 255 | example. |
|
256 | 256 | |
|
257 | 257 | |
|
258 | 258 | Autoindent |
|
259 | 259 | ++++++++++ |
|
260 | 260 | |
|
261 | 261 | IPython can recognize lines ending in ':' and indent the next line, |
|
262 | 262 | while also un-indenting automatically after 'raise' or 'return'. |
|
263 | 263 | |
|
264 | 264 | This feature uses the readline library, so it will honor your |
|
265 | 265 | :file:`~/.inputrc` configuration (or whatever file your INPUTRC variable points |
|
266 | 266 | to). Adding the following lines to your :file:`.inputrc` file can make |
|
267 | 267 | indenting/unindenting more convenient (M-i indents, M-u unindents):: |
|
268 | 268 | |
|
269 | 269 | $if Python |
|
270 | 270 | "\M-i": " " |
|
271 | 271 | "\M-u": "\d\d\d\d" |
|
272 | 272 | $endif |
|
273 | 273 | |
|
274 | 274 | Note that there are 4 spaces between the quote marks after "M-i" above. |
|
275 | 275 | |
|
276 | 276 | .. warning:: |
|
277 | 277 | |
|
278 | 278 | Setting the above indents will cause problems with unicode text entry in |
|
279 | 279 | the terminal. |
|
280 | 280 | |
|
281 | 281 | .. warning:: |
|
282 | 282 | |
|
283 | 283 | Autoindent is ON by default, but it can cause problems with the pasting of |
|
284 | 284 | multi-line indented code (the pasted code gets re-indented on each line). A |
|
285 | 285 | magic function %autoindent allows you to toggle it on/off at runtime. You |
|
286 | 286 | can also disable it permanently on in your :file:`ipython_config.py` file |
|
287 | 287 | (set TerminalInteractiveShell.autoindent=False). |
|
288 | 288 | |
|
289 | 289 | If you want to paste multiple lines in the terminal, it is recommended that |
|
290 | 290 | you use ``%paste``. |
|
291 | 291 | |
|
292 | 292 | |
|
293 | 293 | Customizing readline behavior |
|
294 | 294 | +++++++++++++++++++++++++++++ |
|
295 | 295 | |
|
296 | 296 | All these features are based on the GNU readline library, which has an |
|
297 | 297 | extremely customizable interface. Normally, readline is configured via a |
|
298 | 298 | file which defines the behavior of the library; the details of the |
|
299 | 299 | syntax for this can be found in the readline documentation available |
|
300 | 300 | with your system or on the Internet. IPython doesn't read this file (if |
|
301 | 301 | it exists) directly, but it does support passing to readline valid |
|
302 | 302 | options via a simple interface. In brief, you can customize readline by |
|
303 | 303 | setting the following options in your configuration file (note |
|
304 | 304 | that these options can not be specified at the command line): |
|
305 | 305 | |
|
306 | 306 | * **readline_parse_and_bind**: this holds a list of strings to be executed |
|
307 | 307 | via a readline.parse_and_bind() command. The syntax for valid commands |
|
308 | 308 | of this kind can be found by reading the documentation for the GNU |
|
309 | 309 | readline library, as these commands are of the kind which readline |
|
310 | 310 | accepts in its configuration file. |
|
311 | 311 | * **readline_remove_delims**: a string of characters to be removed |
|
312 | 312 | from the default word-delimiters list used by readline, so that |
|
313 | 313 | completions may be performed on strings which contain them. Do not |
|
314 | 314 | change the default value unless you know what you're doing. |
|
315 | 315 | |
|
316 | 316 | You will find the default values in your configuration file. |
|
317 | 317 | |
|
318 | 318 | |
|
319 | 319 | Session logging and restoring |
|
320 | 320 | ----------------------------- |
|
321 | 321 | |
|
322 | 322 | You can log all input from a session either by starting IPython with the |
|
323 | 323 | command line switch ``--logfile=foo.py`` (see :ref:`here <command_line_options>`) |
|
324 | 324 | or by activating the logging at any moment with the magic function %logstart. |
|
325 | 325 | |
|
326 | 326 | Log files can later be reloaded by running them as scripts and IPython |
|
327 | 327 | will attempt to 'replay' the log by executing all the lines in it, thus |
|
328 | 328 | restoring the state of a previous session. This feature is not quite |
|
329 | 329 | perfect, but can still be useful in many cases. |
|
330 | 330 | |
|
331 | 331 | The log files can also be used as a way to have a permanent record of |
|
332 | 332 | any code you wrote while experimenting. Log files are regular text files |
|
333 | 333 | which you can later open in your favorite text editor to extract code or |
|
334 | 334 | to 'clean them up' before using them to replay a session. |
|
335 | 335 | |
|
336 | 336 | The `%logstart` function for activating logging in mid-session is used as |
|
337 | 337 | follows:: |
|
338 | 338 | |
|
339 | 339 | %logstart [log_name [log_mode]] |
|
340 | 340 | |
|
341 | 341 | If no name is given, it defaults to a file named 'ipython_log.py' in your |
|
342 | 342 | current working directory, in 'rotate' mode (see below). |
|
343 | 343 | |
|
344 | 344 | '%logstart name' saves to file 'name' in 'backup' mode. It saves your |
|
345 | 345 | history up to that point and then continues logging. |
|
346 | 346 | |
|
347 | 347 | %logstart takes a second optional parameter: logging mode. This can be |
|
348 | 348 | one of (note that the modes are given unquoted): |
|
349 | 349 | |
|
350 | 350 | * [over:] overwrite existing log_name. |
|
351 | 351 | * [backup:] rename (if exists) to log_name~ and start log_name. |
|
352 | 352 | * [append:] well, that says it. |
|
353 | 353 | * [rotate:] create rotating logs log_name.1~, log_name.2~, etc. |
|
354 | 354 | |
|
355 | 355 | The %logoff and %logon functions allow you to temporarily stop and |
|
356 | 356 | resume logging to a file which had previously been started with |
|
357 | 357 | %logstart. They will fail (with an explanation) if you try to use them |
|
358 | 358 | before logging has been started. |
|
359 | 359 | |
|
360 | 360 | .. _system_shell_access: |
|
361 | 361 | |
|
362 | 362 | System shell access |
|
363 | 363 | ------------------- |
|
364 | 364 | |
|
365 | 365 | Any input line beginning with a ! character is passed verbatim (minus |
|
366 | 366 | the !, of course) to the underlying operating system. For example, |
|
367 | 367 | typing ``!ls`` will run 'ls' in the current directory. |
|
368 | 368 | |
|
369 | 369 | Manual capture of command output |
|
370 | 370 | -------------------------------- |
|
371 | 371 | |
|
372 | 372 | You can assign the result of a system command to a Python variable with the |
|
373 | 373 | syntax ``myfiles = !ls``. This gets machine readable output from stdout |
|
374 | 374 | (e.g. without colours), and splits on newlines. To explicitly get this sort of |
|
375 | 375 | output without assigning to a variable, use two exclamation marks (``!!ls``) or |
|
376 | 376 | the ``%sx`` magic command. |
|
377 | 377 | |
|
378 | 378 | The captured list has some convenience features. ``myfiles.n`` or ``myfiles.s`` |
|
379 | 379 | returns a string delimited by newlines or spaces, respectively. ``myfiles.p`` |
|
380 | 380 | produces `path objects <http://pypi.python.org/pypi/path.py>`_ from the list items. |
|
381 | 381 | See :ref:`string_lists` for details. |
|
382 | 382 | |
|
383 | 383 | IPython also allows you to expand the value of python variables when |
|
384 | 384 | making system calls. Wrap variables or expressions in {braces}:: |
|
385 | 385 | |
|
386 | 386 | In [1]: pyvar = 'Hello world' |
|
387 | 387 | In [2]: !echo "A python variable: {pyvar}" |
|
388 | 388 | A python variable: Hello world |
|
389 | 389 | In [3]: import math |
|
390 | 390 | In [4]: x = 8 |
|
391 | 391 | In [5]: !echo {math.factorial(x)} |
|
392 | 392 | 40320 |
|
393 | 393 | |
|
394 | 394 | For simple cases, you can alternatively prepend $ to a variable name:: |
|
395 | 395 | |
|
396 | 396 | In [6]: !echo $sys.argv |
|
397 | 397 | [/home/fperez/usr/bin/ipython] |
|
398 | 398 | In [7]: !echo "A system variable: $$HOME" # Use $$ for literal $ |
|
399 | 399 | A system variable: /home/fperez |
|
400 | 400 | |
|
401 | 401 | System command aliases |
|
402 | 402 | ---------------------- |
|
403 | 403 | |
|
404 | 404 | The %alias magic function allows you to define magic functions which are in fact |
|
405 | 405 | system shell commands. These aliases can have parameters. |
|
406 | 406 | |
|
407 | 407 | ``%alias alias_name cmd`` defines 'alias_name' as an alias for 'cmd' |
|
408 | 408 | |
|
409 | 409 | Then, typing ``alias_name params`` will execute the system command 'cmd |
|
410 | 410 | params' (from your underlying operating system). |
|
411 | 411 | |
|
412 | 412 | You can also define aliases with parameters using %s specifiers (one per |
|
413 | 413 | parameter). The following example defines the parts function as an |
|
414 | 414 | alias to the command 'echo first %s second %s' where each %s will be |
|
415 | 415 | replaced by a positional parameter to the call to %parts:: |
|
416 | 416 | |
|
417 | 417 | In [1]: %alias parts echo first %s second %s |
|
418 | 418 | In [2]: parts A B |
|
419 | 419 | first A second B |
|
420 | 420 | In [3]: parts A |
|
421 | 421 | ERROR: Alias <parts> requires 2 arguments, 1 given. |
|
422 | 422 | |
|
423 | 423 | If called with no parameters, %alias prints the table of currently |
|
424 | 424 | defined aliases. |
|
425 | 425 | |
|
426 | 426 | The %rehashx magic allows you to load your entire $PATH as |
|
427 | 427 | ipython aliases. See its docstring for further details. |
|
428 | 428 | |
|
429 | 429 | |
|
430 | 430 | .. _dreload: |
|
431 | 431 | |
|
432 | 432 | Recursive reload |
|
433 | 433 | ---------------- |
|
434 | 434 | |
|
435 | 435 | The :mod:`IPython.lib.deepreload` module allows you to recursively reload a |
|
436 | 436 | module: changes made to any of its dependencies will be reloaded without |
|
437 | 437 | having to exit. To start using it, do:: |
|
438 | 438 | |
|
439 | 439 | from IPython.lib.deepreload import reload as dreload |
|
440 | 440 | |
|
441 | 441 | |
|
442 | 442 | Verbose and colored exception traceback printouts |
|
443 | 443 | ------------------------------------------------- |
|
444 | 444 | |
|
445 | 445 | IPython provides the option to see very detailed exception tracebacks, |
|
446 | 446 | which can be especially useful when debugging large programs. You can |
|
447 | 447 | run any Python file with the %run function to benefit from these |
|
448 | 448 | detailed tracebacks. Furthermore, both normal and verbose tracebacks can |
|
449 | 449 | be colored (if your terminal supports it) which makes them much easier |
|
450 | 450 | to parse visually. |
|
451 | 451 | |
|
452 | 452 | See the magic xmode and colors functions for details (just type %magic). |
|
453 | 453 | |
|
454 | 454 | These features are basically a terminal version of Ka-Ping Yee's cgitb |
|
455 | 455 | module, now part of the standard Python library. |
|
456 | 456 | |
|
457 | 457 | |
|
458 | 458 | .. _input_caching: |
|
459 | 459 | |
|
460 | 460 | Input caching system |
|
461 | 461 | -------------------- |
|
462 | 462 | |
|
463 | 463 | IPython offers numbered prompts (In/Out) with input and output caching |
|
464 | 464 | (also referred to as 'input history'). All input is saved and can be |
|
465 | 465 | retrieved as variables (besides the usual arrow key recall), in |
|
466 | 466 | addition to the %rep magic command that brings a history entry |
|
467 | 467 | up for editing on the next command line. |
|
468 | 468 | |
|
469 | 469 | The following GLOBAL variables always exist (so don't overwrite them!): |
|
470 | 470 | |
|
471 | 471 | * _i, _ii, _iii: store previous, next previous and next-next previous inputs. |
|
472 | 472 | * In, _ih : a list of all inputs; _ih[n] is the input from line n. If you |
|
473 | 473 | overwrite In with a variable of your own, you can remake the assignment to the |
|
474 | 474 | internal list with a simple ``In=_ih``. |
|
475 | 475 | |
|
476 | 476 | Additionally, global variables named _i<n> are dynamically created (<n> |
|
477 | 477 | being the prompt counter), so ``_i<n> == _ih[<n>] == In[<n>]``. |
|
478 | 478 | |
|
479 | 479 | For example, what you typed at prompt 14 is available as _i14, _ih[14] |
|
480 | 480 | and In[14]. |
|
481 | 481 | |
|
482 | 482 | This allows you to easily cut and paste multi line interactive prompts |
|
483 | 483 | by printing them out: they print like a clean string, without prompt |
|
484 | 484 | characters. You can also manipulate them like regular variables (they |
|
485 | 485 | are strings), modify or exec them (typing ``exec _i9`` will re-execute the |
|
486 | 486 | contents of input prompt 9. |
|
487 | 487 | |
|
488 | 488 | You can also re-execute multiple lines of input easily by using the |
|
489 | 489 | magic %rerun or %macro functions. The macro system also allows you to re-execute |
|
490 | 490 | previous lines which include magic function calls (which require special |
|
491 | 491 | processing). Type %macro? for more details on the macro system. |
|
492 | 492 | |
|
493 | 493 | A history function %hist allows you to see any part of your input |
|
494 | 494 | history by printing a range of the _i variables. |
|
495 | 495 | |
|
496 | 496 | You can also search ('grep') through your history by typing |
|
497 | 497 | ``%hist -g somestring``. This is handy for searching for URLs, IP addresses, |
|
498 | 498 | etc. You can bring history entries listed by '%hist -g' up for editing |
|
499 | 499 | with the %recall command, or run them immediately with %rerun. |
|
500 | 500 | |
|
501 | 501 | .. _output_caching: |
|
502 | 502 | |
|
503 | 503 | Output caching system |
|
504 | 504 | --------------------- |
|
505 | 505 | |
|
506 | 506 | For output that is returned from actions, a system similar to the input |
|
507 | 507 | cache exists but using _ instead of _i. Only actions that produce a |
|
508 | 508 | result (NOT assignments, for example) are cached. If you are familiar |
|
509 | 509 | with Mathematica, IPython's _ variables behave exactly like |
|
510 | 510 | Mathematica's % variables. |
|
511 | 511 | |
|
512 | 512 | The following GLOBAL variables always exist (so don't overwrite them!): |
|
513 | 513 | |
|
514 | 514 | * [_] (a single underscore) : stores previous output, like Python's |
|
515 | 515 | default interpreter. |
|
516 | 516 | * [__] (two underscores): next previous. |
|
517 | 517 | * [___] (three underscores): next-next previous. |
|
518 | 518 | |
|
519 | 519 | Additionally, global variables named _<n> are dynamically created (<n> |
|
520 | 520 | being the prompt counter), such that the result of output <n> is always |
|
521 | 521 | available as _<n> (don't use the angle brackets, just the number, e.g. |
|
522 | 522 | _21). |
|
523 | 523 | |
|
524 | 524 | These variables are also stored in a global dictionary (not a |
|
525 | 525 | list, since it only has entries for lines which returned a result) |
|
526 | 526 | available under the names _oh and Out (similar to _ih and In). So the |
|
527 | 527 | output from line 12 can be obtained as _12, Out[12] or _oh[12]. If you |
|
528 | 528 | accidentally overwrite the Out variable you can recover it by typing |
|
529 | 529 | 'Out=_oh' at the prompt. |
|
530 | 530 | |
|
531 | 531 | This system obviously can potentially put heavy memory demands on your |
|
532 | 532 | system, since it prevents Python's garbage collector from removing any |
|
533 | 533 | previously computed results. You can control how many results are kept |
|
534 | 534 | in memory with the option (at the command line or in your configuration |
|
535 | 535 | file) cache_size. If you set it to 0, the whole system is completely |
|
536 | 536 | disabled and the prompts revert to the classic '>>>' of normal Python. |
|
537 | 537 | |
|
538 | 538 | |
|
539 | 539 | Directory history |
|
540 | 540 | ----------------- |
|
541 | 541 | |
|
542 | 542 | Your history of visited directories is kept in the global list _dh, and |
|
543 | 543 | the magic %cd command can be used to go to any entry in that list. The |
|
544 | 544 | %dhist command allows you to view this history. Do ``cd -<TAB>`` to |
|
545 | 545 | conveniently view the directory history. |
|
546 | 546 | |
|
547 | 547 | |
|
548 | 548 | Automatic parentheses and quotes |
|
549 | 549 | -------------------------------- |
|
550 | 550 | |
|
551 | 551 | These features were adapted from Nathan Gray's LazyPython. They are |
|
552 | 552 | meant to allow less typing for common situations. |
|
553 | 553 | |
|
554 | 554 | |
|
555 | 555 | Automatic parentheses |
|
556 | 556 | +++++++++++++++++++++ |
|
557 | 557 | |
|
558 | 558 | Callable objects (i.e. functions, methods, etc) can be invoked like this |
|
559 | 559 | (notice the commas between the arguments):: |
|
560 | 560 | |
|
561 | 561 | In [1]: callable_ob arg1, arg2, arg3 |
|
562 | 562 | ------> callable_ob(arg1, arg2, arg3) |
|
563 | 563 | |
|
564 | 564 | You can force automatic parentheses by using '/' as the first character |
|
565 | 565 | of a line. For example:: |
|
566 | 566 | |
|
567 | 567 | In [2]: /globals # becomes 'globals()' |
|
568 | 568 | |
|
569 | 569 | Note that the '/' MUST be the first character on the line! This won't work:: |
|
570 | 570 | |
|
571 | 571 | In [3]: print /globals # syntax error |
|
572 | 572 | |
|
573 | 573 | In most cases the automatic algorithm should work, so you should rarely |
|
574 | 574 | need to explicitly invoke /. One notable exception is if you are trying |
|
575 | 575 | to call a function with a list of tuples as arguments (the parenthesis |
|
576 | 576 | will confuse IPython):: |
|
577 | 577 | |
|
578 | 578 | In [4]: zip (1,2,3),(4,5,6) # won't work |
|
579 | 579 | |
|
580 | 580 | but this will work:: |
|
581 | 581 | |
|
582 | 582 | In [5]: /zip (1,2,3),(4,5,6) |
|
583 | 583 | ------> zip ((1,2,3),(4,5,6)) |
|
584 | 584 | Out[5]: [(1, 4), (2, 5), (3, 6)] |
|
585 | 585 | |
|
586 | 586 | IPython tells you that it has altered your command line by displaying |
|
587 | 587 | the new command line preceded by ->. e.g.:: |
|
588 | 588 | |
|
589 | 589 | In [6]: callable list |
|
590 | 590 | ------> callable(list) |
|
591 | 591 | |
|
592 | 592 | |
|
593 | 593 | Automatic quoting |
|
594 | 594 | +++++++++++++++++ |
|
595 | 595 | |
|
596 | 596 | You can force automatic quoting of a function's arguments by using ',' |
|
597 | 597 | or ';' as the first character of a line. For example:: |
|
598 | 598 | |
|
599 | 599 | In [1]: ,my_function /home/me # becomes my_function("/home/me") |
|
600 | 600 | |
|
601 | 601 | If you use ';' the whole argument is quoted as a single string, while ',' splits |
|
602 | 602 | on whitespace:: |
|
603 | 603 | |
|
604 | 604 | In [2]: ,my_function a b c # becomes my_function("a","b","c") |
|
605 | 605 | |
|
606 | 606 | In [3]: ;my_function a b c # becomes my_function("a b c") |
|
607 | 607 | |
|
608 | 608 | Note that the ',' or ';' MUST be the first character on the line! This |
|
609 | 609 | won't work:: |
|
610 | 610 | |
|
611 | 611 | In [4]: x = ,my_function /home/me # syntax error |
|
612 | 612 | |
|
613 | 613 | IPython as your default Python environment |
|
614 | 614 | ========================================== |
|
615 | 615 | |
|
616 | 616 | Python honors the environment variable PYTHONSTARTUP and will execute at |
|
617 | 617 | startup the file referenced by this variable. If you put the following code at |
|
618 | 618 | the end of that file, then IPython will be your working environment anytime you |
|
619 | 619 | start Python:: |
|
620 | 620 | |
|
621 | 621 | from IPython.frontend.terminal.ipapp import launch_new_instance |
|
622 | 622 | launch_new_instance() |
|
623 | 623 | raise SystemExit |
|
624 | 624 | |
|
625 | 625 | The ``raise SystemExit`` is needed to exit Python when |
|
626 | 626 | it finishes, otherwise you'll be back at the normal Python '>>>' |
|
627 | 627 | prompt. |
|
628 | 628 | |
|
629 | 629 | This is probably useful to developers who manage multiple Python |
|
630 | 630 | versions and don't want to have correspondingly multiple IPython |
|
631 | 631 | versions. Note that in this mode, there is no way to pass IPython any |
|
632 | 632 | command-line options, as those are trapped first by Python itself. |
|
633 | 633 | |
|
634 | 634 | .. _Embedding: |
|
635 | 635 | |
|
636 | 636 | Embedding IPython |
|
637 | 637 | ================= |
|
638 | 638 | |
|
639 | 639 | It is possible to start an IPython instance inside your own Python |
|
640 | 640 | programs. This allows you to evaluate dynamically the state of your |
|
641 | 641 | code, operate with your variables, analyze them, etc. Note however that |
|
642 | 642 | any changes you make to values while in the shell do not propagate back |
|
643 | 643 | to the running code, so it is safe to modify your values because you |
|
644 | 644 | won't break your code in bizarre ways by doing so. |
|
645 | 645 | |
|
646 | 646 | .. note:: |
|
647 | 647 | |
|
648 | 648 | At present, trying to embed IPython from inside IPython causes problems. Run |
|
649 | 649 | the code samples below outside IPython. |
|
650 | 650 | |
|
651 | 651 | This feature allows you to easily have a fully functional python |
|
652 | 652 | environment for doing object introspection anywhere in your code with a |
|
653 | 653 | simple function call. In some cases a simple print statement is enough, |
|
654 | 654 | but if you need to do more detailed analysis of a code fragment this |
|
655 | 655 | feature can be very valuable. |
|
656 | 656 | |
|
657 | 657 | It can also be useful in scientific computing situations where it is |
|
658 | 658 | common to need to do some automatic, computationally intensive part and |
|
659 | 659 | then stop to look at data, plots, etc. |
|
660 | 660 | Opening an IPython instance will give you full access to your data and |
|
661 | 661 | functions, and you can resume program execution once you are done with |
|
662 | 662 | the interactive part (perhaps to stop again later, as many times as |
|
663 | 663 | needed). |
|
664 | 664 | |
|
665 | 665 | The following code snippet is the bare minimum you need to include in |
|
666 | 666 | your Python programs for this to work (detailed examples follow later):: |
|
667 | 667 | |
|
668 | 668 | from IPython import embed |
|
669 | 669 | |
|
670 | 670 | embed() # this call anywhere in your program will start IPython |
|
671 | 671 | |
|
672 | 672 | .. note:: |
|
673 | 673 | |
|
674 | 674 | As of 0.13, you can embed an IPython *kernel*, for use with qtconsole, |
|
675 | 675 | etc. via ``IPython.embed_kernel()`` instead of ``IPython.embed()``. |
|
676 | 676 | It should function just the same as regular embed, but you connect |
|
677 | 677 | an external frontend rather than IPython starting up in the local |
|
678 | 678 | terminal. |
|
679 | 679 | |
|
680 | 680 | You can run embedded instances even in code which is itself being run at |
|
681 | 681 | the IPython interactive prompt with '%run <filename>'. Since it's easy |
|
682 | 682 | to get lost as to where you are (in your top-level IPython or in your |
|
683 | 683 | embedded one), it's a good idea in such cases to set the in/out prompts |
|
684 | 684 | to something different for the embedded instances. The code examples |
|
685 | 685 | below illustrate this. |
|
686 | 686 | |
|
687 | 687 | You can also have multiple IPython instances in your program and open |
|
688 | 688 | them separately, for example with different options for data |
|
689 | 689 | presentation. If you close and open the same instance multiple times, |
|
690 | 690 | its prompt counters simply continue from each execution to the next. |
|
691 | 691 | |
|
692 | 692 | Please look at the docstrings in the :mod:`~IPython.frontend.terminal.embed` |
|
693 | 693 | module for more details on the use of this system. |
|
694 | 694 | |
|
695 | 695 | The following sample file illustrating how to use the embedding |
|
696 | 696 | functionality is provided in the examples directory as example-embed.py. |
|
697 | 697 | It should be fairly self-explanatory: |
|
698 | 698 | |
|
699 | 699 | .. literalinclude:: ../../examples/core/example-embed.py |
|
700 | 700 | :language: python |
|
701 | 701 | |
|
702 | 702 | Once you understand how the system functions, you can use the following |
|
703 | 703 | code fragments in your programs which are ready for cut and paste: |
|
704 | 704 | |
|
705 | 705 | .. literalinclude:: ../../examples/core/example-embed-short.py |
|
706 | 706 | :language: python |
|
707 | 707 | |
|
708 | 708 | Using the Python debugger (pdb) |
|
709 | 709 | =============================== |
|
710 | 710 | |
|
711 | 711 | Running entire programs via pdb |
|
712 | 712 | ------------------------------- |
|
713 | 713 | |
|
714 | 714 | pdb, the Python debugger, is a powerful interactive debugger which |
|
715 | 715 | allows you to step through code, set breakpoints, watch variables, |
|
716 | 716 | etc. IPython makes it very easy to start any script under the control |
|
717 | 717 | of pdb, regardless of whether you have wrapped it into a 'main()' |
|
718 | 718 | function or not. For this, simply type '%run -d myscript' at an |
|
719 | 719 | IPython prompt. See the %run command's documentation (via '%run?' or |
|
720 | 720 | in Sec. magic_ for more details, including how to control where pdb |
|
721 | 721 | will stop execution first. |
|
722 | 722 | |
|
723 | 723 | For more information on the use of the pdb debugger, read the included |
|
724 | 724 | pdb.doc file (part of the standard Python distribution). On a stock |
|
725 | 725 | Linux system it is located at /usr/lib/python2.3/pdb.doc, but the |
|
726 | 726 | easiest way to read it is by using the help() function of the pdb module |
|
727 | 727 | as follows (in an IPython prompt):: |
|
728 | 728 | |
|
729 | 729 | In [1]: import pdb |
|
730 | 730 | In [2]: pdb.help() |
|
731 | 731 | |
|
732 | 732 | This will load the pdb.doc document in a file viewer for you automatically. |
|
733 | 733 | |
|
734 | 734 | |
|
735 | 735 | Automatic invocation of pdb on exceptions |
|
736 | 736 | ----------------------------------------- |
|
737 | 737 | |
|
738 | 738 | IPython, if started with the ``--pdb`` option (or if the option is set in |
|
739 | 739 | your config file) can call the Python pdb debugger every time your code |
|
740 | 740 | triggers an uncaught exception. This feature |
|
741 | 741 | can also be toggled at any time with the %pdb magic command. This can be |
|
742 | 742 | extremely useful in order to find the origin of subtle bugs, because pdb |
|
743 | 743 | opens up at the point in your code which triggered the exception, and |
|
744 | 744 | while your program is at this point 'dead', all the data is still |
|
745 | 745 | available and you can walk up and down the stack frame and understand |
|
746 | 746 | the origin of the problem. |
|
747 | 747 | |
|
748 | 748 | Furthermore, you can use these debugging facilities both with the |
|
749 | 749 | embedded IPython mode and without IPython at all. For an embedded shell |
|
750 | 750 | (see sec. Embedding_), simply call the constructor with |
|
751 | 751 | ``--pdb`` in the argument string and pdb will automatically be called if an |
|
752 | 752 | uncaught exception is triggered by your code. |
|
753 | 753 | |
|
754 | 754 | For stand-alone use of the feature in your programs which do not use |
|
755 | 755 | IPython at all, put the following lines toward the top of your 'main' |
|
756 | 756 | routine:: |
|
757 | 757 | |
|
758 | 758 | import sys |
|
759 | 759 | from IPython.core import ultratb |
|
760 | 760 | sys.excepthook = ultratb.FormattedTB(mode='Verbose', |
|
761 | 761 | color_scheme='Linux', call_pdb=1) |
|
762 | 762 | |
|
763 | 763 | The mode keyword can be either 'Verbose' or 'Plain', giving either very |
|
764 | 764 | detailed or normal tracebacks respectively. The color_scheme keyword can |
|
765 | 765 | be one of 'NoColor', 'Linux' (default) or 'LightBG'. These are the same |
|
766 | 766 | options which can be set in IPython with ``--colors`` and ``--xmode``. |
|
767 | 767 | |
|
768 | 768 | This will give any of your programs detailed, colored tracebacks with |
|
769 | 769 | automatic invocation of pdb. |
|
770 | 770 | |
|
771 | 771 | |
|
772 | 772 | Extensions for syntax processing |
|
773 | 773 | ================================ |
|
774 | 774 | |
|
775 | 775 | This isn't for the faint of heart, because the potential for breaking |
|
776 | 776 | things is quite high. But it can be a very powerful and useful feature. |
|
777 | 777 | In a nutshell, you can redefine the way IPython processes the user input |
|
778 | 778 | line to accept new, special extensions to the syntax without needing to |
|
779 | 779 | change any of IPython's own code. |
|
780 | 780 | |
|
781 | 781 | In the IPython/extensions directory you will find some examples |
|
782 | 782 | supplied, which we will briefly describe now. These can be used 'as is' |
|
783 | 783 | (and both provide very useful functionality), or you can use them as a |
|
784 | 784 | starting point for writing your own extensions. |
|
785 | 785 | |
|
786 | 786 | .. _pasting_with_prompts: |
|
787 | 787 | |
|
788 | 788 | Pasting of code starting with Python or IPython prompts |
|
789 | 789 | ------------------------------------------------------- |
|
790 | 790 | |
|
791 | 791 | IPython is smart enough to filter out input prompts, be they plain Python ones |
|
792 | 792 | (``>>>`` and ``...``) or IPython ones (``In [N]:`` and `` ...:``). You can |
|
793 | 793 | therefore copy and paste from existing interactive sessions without worry. |
|
794 | 794 | |
|
795 | 795 | The following is a 'screenshot' of how things work, copying an example from the |
|
796 | 796 | standard Python tutorial:: |
|
797 | 797 | |
|
798 | 798 | In [1]: >>> # Fibonacci series: |
|
799 | 799 | |
|
800 | 800 | In [2]: ... # the sum of two elements defines the next |
|
801 | 801 | |
|
802 | 802 | In [3]: ... a, b = 0, 1 |
|
803 | 803 | |
|
804 | 804 | In [4]: >>> while b < 10: |
|
805 | 805 | ...: ... print b |
|
806 | 806 | ...: ... a, b = b, a+b |
|
807 | 807 | ...: |
|
808 | 808 | 1 |
|
809 | 809 | 1 |
|
810 | 810 | 2 |
|
811 | 811 | 3 |
|
812 | 812 | 5 |
|
813 | 813 | 8 |
|
814 | 814 | |
|
815 | 815 | And pasting from IPython sessions works equally well:: |
|
816 | 816 | |
|
817 | 817 | In [1]: In [5]: def f(x): |
|
818 | 818 | ...: ...: "A simple function" |
|
819 | 819 | ...: ...: return x**2 |
|
820 | 820 | ...: ...: |
|
821 | 821 | |
|
822 | 822 | In [2]: f(3) |
|
823 | 823 | Out[2]: 9 |
|
824 | 824 | |
|
825 | 825 | .. _gui_support: |
|
826 | 826 | |
|
827 | 827 | GUI event loop support |
|
828 | 828 | ====================== |
|
829 | 829 | |
|
830 | 830 | .. versionadded:: 0.11 |
|
831 | 831 | The ``%gui`` magic and :mod:`IPython.lib.inputhook`. |
|
832 | 832 | |
|
833 | 833 | IPython has excellent support for working interactively with Graphical User |
|
834 | 834 | Interface (GUI) toolkits, such as wxPython, PyQt4/PySide, PyGTK and Tk. This is |
|
835 | 835 | implemented using Python's builtin ``PyOSInputHook`` hook. This implementation |
|
836 | 836 | is extremely robust compared to our previous thread-based version. The |
|
837 | 837 | advantages of this are: |
|
838 | 838 | |
|
839 | 839 | * GUIs can be enabled and disabled dynamically at runtime. |
|
840 | 840 | * The active GUI can be switched dynamically at runtime. |
|
841 | 841 | * In some cases, multiple GUIs can run simultaneously with no problems. |
|
842 | 842 | * There is a developer API in :mod:`IPython.lib.inputhook` for customizing |
|
843 | 843 | all of these things. |
|
844 | 844 | |
|
845 | 845 | For users, enabling GUI event loop integration is simple. You simple use the |
|
846 | 846 | ``%gui`` magic as follows:: |
|
847 | 847 | |
|
848 | 848 | %gui [GUINAME] |
|
849 | 849 | |
|
850 | 850 | With no arguments, ``%gui`` removes all GUI support. Valid ``GUINAME`` |
|
851 | 851 | arguments are ``wx``, ``qt``, ``gtk`` and ``tk``. |
|
852 | 852 | |
|
853 | 853 | Thus, to use wxPython interactively and create a running :class:`wx.App` |
|
854 | 854 | object, do:: |
|
855 | 855 | |
|
856 | 856 | %gui wx |
|
857 | 857 | |
|
858 | 858 | For information on IPython's Matplotlib integration (and the ``pylab`` mode) |
|
859 | 859 | see :ref:`this section <matplotlib_support>`. |
|
860 | 860 | |
|
861 | 861 | For developers that want to use IPython's GUI event loop integration in the |
|
862 | 862 | form of a library, these capabilities are exposed in library form in the |
|
863 | 863 | :mod:`IPython.lib.inputhook` and :mod:`IPython.lib.guisupport` modules. |
|
864 | 864 | Interested developers should see the module docstrings for more information, |
|
865 | 865 | but there are a few points that should be mentioned here. |
|
866 | 866 | |
|
867 | 867 | First, the ``PyOSInputHook`` approach only works in command line settings |
|
868 | 868 | where readline is activated. The integration with various eventloops |
|
869 | 869 | is handled somewhat differently (and more simply) when using the standalone |
|
870 | 870 | kernel, as in the qtconsole and notebook. |
|
871 | 871 | |
|
872 | 872 | Second, when using the ``PyOSInputHook`` approach, a GUI application should |
|
873 | 873 | *not* start its event loop. Instead all of this is handled by the |
|
874 | 874 | ``PyOSInputHook``. This means that applications that are meant to be used both |
|
875 | 875 | in IPython and as standalone apps need to have special code to detects how the |
|
876 | 876 | application is being run. We highly recommend using IPython's support for this. |
|
877 | 877 | Since the details vary slightly between toolkits, we point you to the various |
|
878 | 878 | examples in our source directory :file:`docs/examples/lib` that demonstrate |
|
879 | 879 | these capabilities. |
|
880 | 880 | |
|
881 | 881 | Third, unlike previous versions of IPython, we no longer "hijack" (replace |
|
882 | 882 | them with no-ops) the event loops. This is done to allow applications that |
|
883 | 883 | actually need to run the real event loops to do so. This is often needed to |
|
884 | 884 | process pending events at critical points. |
|
885 | 885 | |
|
886 | 886 | Finally, we also have a number of examples in our source directory |
|
887 | 887 | :file:`docs/examples/lib` that demonstrate these capabilities. |
|
888 | 888 | |
|
889 | 889 | PyQt and PySide |
|
890 | 890 | --------------- |
|
891 | 891 | |
|
892 | 892 | .. attempt at explanation of the complete mess that is Qt support |
|
893 | 893 | |
|
894 | 894 | When you use ``--gui=qt`` or ``--pylab=qt``, IPython can work with either |
|
895 | 895 | PyQt4 or PySide. There are three options for configuration here, because |
|
896 | 896 | PyQt4 has two APIs for QString and QVariant - v1, which is the default on |
|
897 | 897 | Python 2, and the more natural v2, which is the only API supported by PySide. |
|
898 | 898 | v2 is also the default for PyQt4 on Python 3. IPython's code for the QtConsole |
|
899 | 899 | uses v2, but you can still use any interface in your code, since the |
|
900 | 900 | Qt frontend is in a different process. |
|
901 | 901 | |
|
902 | 902 | The default will be to import PyQt4 without configuration of the APIs, thus |
|
903 | 903 | matching what most applications would expect. It will fall back of PySide if |
|
904 | 904 | PyQt4 is unavailable. |
|
905 | 905 | |
|
906 | 906 | If specified, IPython will respect the environment variable ``QT_API`` used |
|
907 | 907 | by ETS. ETS 4.0 also works with both PyQt4 and PySide, but it requires |
|
908 | 908 | PyQt4 to use its v2 API. So if ``QT_API=pyside`` PySide will be used, |
|
909 | 909 | and if ``QT_API=pyqt`` then PyQt4 will be used *with the v2 API* for |
|
910 | 910 | QString and QVariant, so ETS codes like MayaVi will also work with IPython. |
|
911 | 911 | |
|
912 | 912 | If you launch IPython in pylab mode with ``ipython --pylab=qt``, then IPython |
|
913 | 913 | will ask matplotlib which Qt library to use (only if QT_API is *not set*), via |
|
914 | 914 | the 'backend.qt4' rcParam. If matplotlib is version 1.0.1 or older, then |
|
915 | 915 | IPython will always use PyQt4 without setting the v2 APIs, since neither v2 |
|
916 | 916 | PyQt nor PySide work. |
|
917 | 917 | |
|
918 | 918 | .. warning:: |
|
919 | 919 | |
|
920 | 920 | Note that this means for ETS 4 to work with PyQt4, ``QT_API`` *must* be set |
|
921 | 921 | to work with IPython's qt integration, because otherwise PyQt4 will be |
|
922 | 922 | loaded in an incompatible mode. |
|
923 | 923 | |
|
924 | 924 | It also means that you must *not* have ``QT_API`` set if you want to |
|
925 | 925 | use ``--gui=qt`` with code that requires PyQt4 API v1. |
|
926 | 926 | |
|
927 | 927 | |
|
928 | 928 | .. _matplotlib_support: |
|
929 | 929 | |
|
930 | 930 | Plotting with matplotlib |
|
931 | 931 | ======================== |
|
932 | 932 | |
|
933 | 933 | `Matplotlib`_ provides high quality 2D and 3D plotting for Python. Matplotlib |
|
934 | 934 | can produce plots on screen using a variety of GUI toolkits, including Tk, |
|
935 | 935 | PyGTK, PyQt4 and wxPython. It also provides a number of commands useful for |
|
936 | 936 | scientific computing, all with a syntax compatible with that of the popular |
|
937 | 937 | Matlab program. |
|
938 | 938 | |
|
939 | 939 | To start IPython with matplotlib support, use the ``--pylab`` switch. If no |
|
940 | 940 | arguments are given, IPython will automatically detect your choice of |
|
941 | 941 | matplotlib backend. You can also request a specific backend with ``--pylab |
|
942 | 942 | backend``, where ``backend`` must be one of: 'tk', 'qt', 'wx', 'gtk', 'osx'. |
|
943 | 943 | In the web notebook and Qt console, 'inline' is also a valid backend value, |
|
944 | 944 | which produces static figures inlined inside the application window instead of |
|
945 | 945 | matplotlib's interactive figures that live in separate windows. |
|
946 | 946 | |
|
947 | 947 | .. _Matplotlib: http://matplotlib.sourceforge.net |
|
948 | 948 | |
|
949 | 949 | .. _interactive_demos: |
|
950 | 950 | |
|
951 | 951 | Interactive demos with IPython |
|
952 | 952 | ============================== |
|
953 | 953 | |
|
954 | 954 | IPython ships with a basic system for running scripts interactively in |
|
955 | 955 | sections, useful when presenting code to audiences. A few tags embedded |
|
956 | 956 | in comments (so that the script remains valid Python code) divide a file |
|
957 | 957 | into separate blocks, and the demo can be run one block at a time, with |
|
958 | 958 | IPython printing (with syntax highlighting) the block before executing |
|
959 | 959 | it, and returning to the interactive prompt after each block. The |
|
960 | 960 | interactive namespace is updated after each block is run with the |
|
961 | 961 | contents of the demo's namespace. |
|
962 | 962 | |
|
963 | 963 | This allows you to show a piece of code, run it and then execute |
|
964 | 964 | interactively commands based on the variables just created. Once you |
|
965 | 965 | want to continue, you simply execute the next block of the demo. The |
|
966 | 966 | following listing shows the markup necessary for dividing a script into |
|
967 | 967 | sections for execution as a demo: |
|
968 | 968 | |
|
969 | 969 | .. literalinclude:: ../../examples/lib/example-demo.py |
|
970 | 970 | :language: python |
|
971 | 971 | |
|
972 | 972 | In order to run a file as a demo, you must first make a Demo object out |
|
973 | 973 | of it. If the file is named myscript.py, the following code will make a |
|
974 | 974 | demo:: |
|
975 | 975 | |
|
976 | 976 | from IPython.lib.demo import Demo |
|
977 | 977 | |
|
978 | 978 | mydemo = Demo('myscript.py') |
|
979 | 979 | |
|
980 | 980 | This creates the mydemo object, whose blocks you run one at a time by |
|
981 | 981 | simply calling the object with no arguments. If you have autocall active |
|
982 | 982 | in IPython (the default), all you need to do is type:: |
|
983 | 983 | |
|
984 | 984 | mydemo |
|
985 | 985 | |
|
986 | 986 | and IPython will call it, executing each block. Demo objects can be |
|
987 | 987 | restarted, you can move forward or back skipping blocks, re-execute the |
|
988 | 988 | last block, etc. Simply use the Tab key on a demo object to see its |
|
989 | 989 | methods, and call '?' on them to see their docstrings for more usage |
|
990 | 990 | details. In addition, the demo module itself contains a comprehensive |
|
991 | 991 | docstring, which you can access via:: |
|
992 | 992 | |
|
993 | 993 | from IPython.lib import demo |
|
994 | 994 | |
|
995 | 995 | demo? |
|
996 | 996 | |
|
997 | 997 | Limitations: It is important to note that these demos are limited to |
|
998 | 998 | fairly simple uses. In particular, you cannot break up sections within |
|
999 | 999 | indented code (loops, if statements, function definitions, etc.) |
|
1000 | 1000 | Supporting something like this would basically require tracking the |
|
1001 | 1001 | internal execution state of the Python interpreter, so only top-level |
|
1002 | 1002 | divisions are allowed. If you want to be able to open an IPython |
|
1003 | 1003 | instance at an arbitrary point in a program, you can use IPython's |
|
1004 | 1004 | embedding facilities, see :func:`IPython.embed` for details. |
|
1005 | 1005 |
@@ -1,294 +1,294 b'' | |||
|
1 | 1 | .. _ipython_as_shell: |
|
2 | 2 | |
|
3 | 3 | ========================= |
|
4 | 4 | IPython as a system shell |
|
5 | 5 | ========================= |
|
6 | 6 | |
|
7 | 7 | .. warning:: |
|
8 | 8 | |
|
9 | 9 | As of the 0.11 version of IPython, most of the APIs used by the shell |
|
10 | 10 | profile have been changed, so the profile currently does very little |
|
11 | 11 | beyond changing the IPython prompt. To help restore the shell |
|
12 | 12 | profile to past functionality described here, the old code is found in |
|
13 | 13 | :file:`IPython/deathrow`, which needs to be updated to use the |
|
14 | 14 | APIs in 0.11. |
|
15 | 15 | |
|
16 | 16 | Overview |
|
17 | 17 | ======== |
|
18 | 18 | |
|
19 | 19 | The 'sh' profile optimizes IPython for system shell usage. Apart from |
|
20 | 20 | certain job control functionality that is present in unix (ctrl+z does |
|
21 | 21 | "suspend"), the sh profile should provide you with most of the |
|
22 | 22 | functionality you use daily in system shell, and more. Invoke IPython |
|
23 | 23 | in 'sh' profile by doing 'ipython -p sh', or (in win32) by launching |
|
24 | 24 | the "pysh" shortcut in start menu. |
|
25 | 25 | |
|
26 | 26 | If you want to use the features of sh profile as your defaults (which |
|
27 | 27 | might be a good idea if you use other profiles a lot of the time but |
|
28 | 28 | still want the convenience of sh profile), add ``import ipy_profile_sh`` |
|
29 |
to your $IPYTHON |
|
|
29 | to your $IPYTHONDIR/ipy_user_conf.py. | |
|
30 | 30 | |
|
31 | 31 | The 'sh' profile is different from the default profile in that: |
|
32 | 32 | |
|
33 | 33 | * Prompt shows the current directory |
|
34 | 34 | * Spacing between prompts and input is more compact (no padding with |
|
35 | 35 | empty lines). The startup banner is more compact as well. |
|
36 | 36 | * System commands are directly available (in alias table) without |
|
37 | 37 | requesting %rehashx - however, if you install new programs along |
|
38 | 38 | your PATH, you might want to run %rehashx to update the persistent |
|
39 | 39 | alias table |
|
40 | 40 | * Macros are stored in raw format by default. That is, instead of |
|
41 | 41 | '_ip.system("cat foo"), the macro will contain text 'cat foo') |
|
42 | 42 | * Autocall is in full mode |
|
43 | 43 | * Calling "up" does "cd .." |
|
44 | 44 | |
|
45 | 45 | The 'sh' profile is different from the now-obsolete (and unavailable) |
|
46 | 46 | 'pysh' profile in that the ``$$var = command`` and ``$var = command`` syntax is |
|
47 | 47 | not supported anymore. Use ``var = !command`` instead (which is available in all |
|
48 | 48 | IPython profiles). |
|
49 | 49 | |
|
50 | 50 | Aliases |
|
51 | 51 | ======= |
|
52 | 52 | |
|
53 | 53 | All of your $PATH has been loaded as IPython aliases, so you should be |
|
54 | 54 | able to type any normal system command and have it executed. See |
|
55 | 55 | %alias? and %unalias? for details on the alias facilities. See also |
|
56 | 56 | %rehashx? for details on the mechanism used to load $PATH. |
|
57 | 57 | |
|
58 | 58 | |
|
59 | 59 | Directory management |
|
60 | 60 | ==================== |
|
61 | 61 | |
|
62 | 62 | Since each command passed by ipython to the underlying system is executed |
|
63 | 63 | in a subshell which exits immediately, you can NOT use !cd to navigate |
|
64 | 64 | the filesystem. |
|
65 | 65 | |
|
66 | 66 | IPython provides its own builtin '%cd' magic command to move in the |
|
67 | 67 | filesystem (the % is not required with automagic on). It also maintains |
|
68 | 68 | a list of visited directories (use %dhist to see it) and allows direct |
|
69 | 69 | switching to any of them. Type 'cd?' for more details. |
|
70 | 70 | |
|
71 | 71 | %pushd, %popd and %dirs are provided for directory stack handling. |
|
72 | 72 | |
|
73 | 73 | |
|
74 | 74 | Enabled extensions |
|
75 | 75 | ================== |
|
76 | 76 | |
|
77 | 77 | Some extensions, listed below, are enabled as default in this profile. |
|
78 | 78 | |
|
79 | 79 | envpersist |
|
80 | 80 | ---------- |
|
81 | 81 | |
|
82 | 82 | %env can be used to "remember" environment variable manipulations. Examples:: |
|
83 | 83 | |
|
84 | 84 | %env - Show all environment variables |
|
85 | 85 | %env VISUAL=jed - set VISUAL to jed |
|
86 | 86 | %env PATH+=;/foo - append ;foo to PATH |
|
87 | 87 | %env PATH+=;/bar - also append ;bar to PATH |
|
88 | 88 | %env PATH-=/wbin; - prepend /wbin; to PATH |
|
89 | 89 | %env -d VISUAL - forget VISUAL persistent val |
|
90 | 90 | %env -p - print all persistent env modifications |
|
91 | 91 | |
|
92 | 92 | ipy_which |
|
93 | 93 | --------- |
|
94 | 94 | |
|
95 | 95 | %which magic command. Like 'which' in unix, but knows about ipython aliases. |
|
96 | 96 | |
|
97 | 97 | Example:: |
|
98 | 98 | |
|
99 | 99 | [C:/ipython]|14> %which st |
|
100 | 100 | st -> start . |
|
101 | 101 | [C:/ipython]|15> %which d |
|
102 | 102 | d -> dir /w /og /on |
|
103 | 103 | [C:/ipython]|16> %which cp |
|
104 | 104 | cp -> cp |
|
105 | 105 | == c:\bin\cp.exe |
|
106 | 106 | c:\bin\cp.exe |
|
107 | 107 | |
|
108 | 108 | ipy_app_completers |
|
109 | 109 | ------------------ |
|
110 | 110 | |
|
111 | 111 | Custom tab completers for some apps like svn, hg, bzr, apt-get. Try 'apt-get install <TAB>' in debian/ubuntu. |
|
112 | 112 | |
|
113 | 113 | ipy_rehashdir |
|
114 | 114 | ------------- |
|
115 | 115 | |
|
116 | 116 | Allows you to add system command aliases for commands that are not along your path. Let's say that you just installed Putty and want to be able to invoke it without adding it to path, you can create the alias for it with rehashdir:: |
|
117 | 117 | |
|
118 | 118 | [~]|22> cd c:/opt/PuTTY/ |
|
119 | 119 | [c:opt/PuTTY]|23> rehashdir . |
|
120 | 120 | <23> ['pageant', 'plink', 'pscp', 'psftp', 'putty', 'puttygen', 'unins000'] |
|
121 | 121 | |
|
122 | 122 | Now, you can execute any of those commams directly:: |
|
123 | 123 | |
|
124 | 124 | [c:opt/PuTTY]|24> cd |
|
125 | 125 | [~]|25> putty |
|
126 | 126 | |
|
127 | 127 | (the putty window opens). |
|
128 | 128 | |
|
129 | 129 | If you want to store the alias so that it will always be available, do '%store putty'. If you want to %store all these aliases persistently, just do it in a for loop:: |
|
130 | 130 | |
|
131 | 131 | [~]|27> for a in _23: |
|
132 | 132 | |..> %store $a |
|
133 | 133 | |..> |
|
134 | 134 | |..> |
|
135 | 135 | Alias stored: pageant (0, 'c:\\opt\\PuTTY\\pageant.exe') |
|
136 | 136 | Alias stored: plink (0, 'c:\\opt\\PuTTY\\plink.exe') |
|
137 | 137 | Alias stored: pscp (0, 'c:\\opt\\PuTTY\\pscp.exe') |
|
138 | 138 | Alias stored: psftp (0, 'c:\\opt\\PuTTY\\psftp.exe') |
|
139 | 139 | ... |
|
140 | 140 | |
|
141 | 141 | mglob |
|
142 | 142 | ----- |
|
143 | 143 | |
|
144 | 144 | Provide the magic function %mglob, which makes it easier (than the 'find' command) to collect (possibly recursive) file lists. Examples:: |
|
145 | 145 | |
|
146 | 146 | [c:/ipython]|9> mglob *.py |
|
147 | 147 | [c:/ipython]|10> mglob *.py rec:*.txt |
|
148 | 148 | [c:/ipython]|19> workfiles = %mglob !.svn/ !.hg/ !*_Data/ !*.bak rec:. |
|
149 | 149 | |
|
150 | 150 | Note that the first 2 calls will put the file list in result history (_, _9, _10), and the last one will assign it to 'workfiles'. |
|
151 | 151 | |
|
152 | 152 | |
|
153 | 153 | Prompt customization |
|
154 | 154 | ==================== |
|
155 | 155 | |
|
156 | 156 | The sh profile uses the following prompt configurations:: |
|
157 | 157 | |
|
158 | 158 | c.PromptManager.in_template = r'{color.LightGreen}\u@\h{color.LightBlue}[{color.LightCyan}\Y1{color.LightBlue}]{color.Green}|\#> ' |
|
159 | 159 | c.PromptManager.in2_template = r'{color.Green}|{color.LightGreen}\D{color.Green}> ' |
|
160 | 160 | c.PromptManager.out_template = r'<\#> ' |
|
161 | 161 | |
|
162 | 162 | You can change the prompt configuration to your liking by editing |
|
163 | 163 | ipython_config.py. |
|
164 | 164 | |
|
165 | 165 | .. _string_lists: |
|
166 | 166 | |
|
167 | 167 | String lists |
|
168 | 168 | ============ |
|
169 | 169 | |
|
170 | 170 | String lists (IPython.utils.text.SList) are handy way to process output |
|
171 | 171 | from system commands. They are produced by ``var = !cmd`` syntax. |
|
172 | 172 | |
|
173 | 173 | First, we acquire the output of 'ls -l':: |
|
174 | 174 | |
|
175 | 175 | [Q:doc/examples]|2> lines = !ls -l |
|
176 | 176 | == |
|
177 | 177 | ['total 23', |
|
178 | 178 | '-rw-rw-rw- 1 ville None 1163 Sep 30 2006 example-demo.py', |
|
179 | 179 | '-rw-rw-rw- 1 ville None 1927 Sep 30 2006 example-embed-short.py', |
|
180 | 180 | '-rwxrwxrwx 1 ville None 4606 Sep 1 17:15 example-embed.py', |
|
181 | 181 | '-rwxrwxrwx 1 ville None 1017 Sep 30 2006 example-gnuplot.py', |
|
182 | 182 | '-rwxrwxrwx 1 ville None 339 Jun 11 18:01 extension.py', |
|
183 | 183 | '-rwxrwxrwx 1 ville None 113 Dec 20 2006 seteditor.py', |
|
184 | 184 | '-rwxrwxrwx 1 ville None 245 Dec 12 2006 seteditor.pyc'] |
|
185 | 185 | |
|
186 | 186 | Now, let's take a look at the contents of 'lines' (the first number is |
|
187 | 187 | the list element number):: |
|
188 | 188 | |
|
189 | 189 | [Q:doc/examples]|3> lines |
|
190 | 190 | <3> SList (.p, .n, .l, .s, .grep(), .fields() available). Value: |
|
191 | 191 | |
|
192 | 192 | 0: total 23 |
|
193 | 193 | 1: -rw-rw-rw- 1 ville None 1163 Sep 30 2006 example-demo.py |
|
194 | 194 | 2: -rw-rw-rw- 1 ville None 1927 Sep 30 2006 example-embed-short.py |
|
195 | 195 | 3: -rwxrwxrwx 1 ville None 4606 Sep 1 17:15 example-embed.py |
|
196 | 196 | 4: -rwxrwxrwx 1 ville None 1017 Sep 30 2006 example-gnuplot.py |
|
197 | 197 | 5: -rwxrwxrwx 1 ville None 339 Jun 11 18:01 extension.py |
|
198 | 198 | 6: -rwxrwxrwx 1 ville None 113 Dec 20 2006 seteditor.py |
|
199 | 199 | 7: -rwxrwxrwx 1 ville None 245 Dec 12 2006 seteditor.pyc |
|
200 | 200 | |
|
201 | 201 | Now, let's filter out the 'embed' lines:: |
|
202 | 202 | |
|
203 | 203 | [Q:doc/examples]|4> l2 = lines.grep('embed',prune=1) |
|
204 | 204 | [Q:doc/examples]|5> l2 |
|
205 | 205 | <5> SList (.p, .n, .l, .s, .grep(), .fields() available). Value: |
|
206 | 206 | |
|
207 | 207 | 0: total 23 |
|
208 | 208 | 1: -rw-rw-rw- 1 ville None 1163 Sep 30 2006 example-demo.py |
|
209 | 209 | 2: -rwxrwxrwx 1 ville None 1017 Sep 30 2006 example-gnuplot.py |
|
210 | 210 | 3: -rwxrwxrwx 1 ville None 339 Jun 11 18:01 extension.py |
|
211 | 211 | 4: -rwxrwxrwx 1 ville None 113 Dec 20 2006 seteditor.py |
|
212 | 212 | 5: -rwxrwxrwx 1 ville None 245 Dec 12 2006 seteditor.pyc |
|
213 | 213 | |
|
214 | 214 | Now, we want strings having just file names and permissions:: |
|
215 | 215 | |
|
216 | 216 | [Q:doc/examples]|6> l2.fields(8,0) |
|
217 | 217 | <6> SList (.p, .n, .l, .s, .grep(), .fields() available). Value: |
|
218 | 218 | |
|
219 | 219 | 0: total |
|
220 | 220 | 1: example-demo.py -rw-rw-rw- |
|
221 | 221 | 2: example-gnuplot.py -rwxrwxrwx |
|
222 | 222 | 3: extension.py -rwxrwxrwx |
|
223 | 223 | 4: seteditor.py -rwxrwxrwx |
|
224 | 224 | 5: seteditor.pyc -rwxrwxrwx |
|
225 | 225 | |
|
226 | 226 | Note how the line with 'total' does not raise IndexError. |
|
227 | 227 | |
|
228 | 228 | If you want to split these (yielding lists), call fields() without |
|
229 | 229 | arguments:: |
|
230 | 230 | |
|
231 | 231 | [Q:doc/examples]|7> _.fields() |
|
232 | 232 | <7> |
|
233 | 233 | [['total'], |
|
234 | 234 | ['example-demo.py', '-rw-rw-rw-'], |
|
235 | 235 | ['example-gnuplot.py', '-rwxrwxrwx'], |
|
236 | 236 | ['extension.py', '-rwxrwxrwx'], |
|
237 | 237 | ['seteditor.py', '-rwxrwxrwx'], |
|
238 | 238 | ['seteditor.pyc', '-rwxrwxrwx']] |
|
239 | 239 | |
|
240 | 240 | If you want to pass these separated with spaces to a command (typical |
|
241 | 241 | for lists if files), use the .s property:: |
|
242 | 242 | |
|
243 | 243 | |
|
244 | 244 | [Q:doc/examples]|13> files = l2.fields(8).s |
|
245 | 245 | [Q:doc/examples]|14> files |
|
246 | 246 | <14> 'example-demo.py example-gnuplot.py extension.py seteditor.py seteditor.pyc' |
|
247 | 247 | [Q:doc/examples]|15> ls $files |
|
248 | 248 | example-demo.py example-gnuplot.py extension.py seteditor.py seteditor.pyc |
|
249 | 249 | |
|
250 | 250 | SLists are inherited from normal python lists, so every list method is |
|
251 | 251 | available:: |
|
252 | 252 | |
|
253 | 253 | [Q:doc/examples]|21> lines.append('hey') |
|
254 | 254 | |
|
255 | 255 | |
|
256 | 256 | Real world example: remove all files outside version control |
|
257 | 257 | ------------------------------------------------------------ |
|
258 | 258 | |
|
259 | 259 | First, capture output of "hg status":: |
|
260 | 260 | |
|
261 | 261 | [Q:/ipython]|28> out = !hg status |
|
262 | 262 | == |
|
263 | 263 | ['M IPython\\extensions\\ipy_kitcfg.py', |
|
264 | 264 | 'M IPython\\extensions\\ipy_rehashdir.py', |
|
265 | 265 | ... |
|
266 | 266 | '? build\\lib\\IPython\\Debugger.py', |
|
267 | 267 | '? build\\lib\\IPython\\extensions\\InterpreterExec.py', |
|
268 | 268 | '? build\\lib\\IPython\\extensions\\InterpreterPasteInput.py', |
|
269 | 269 | ... |
|
270 | 270 | |
|
271 | 271 | (lines starting with ? are not under version control). |
|
272 | 272 | |
|
273 | 273 | :: |
|
274 | 274 | |
|
275 | 275 | [Q:/ipython]|35> junk = out.grep(r'^\?').fields(1) |
|
276 | 276 | [Q:/ipython]|36> junk |
|
277 | 277 | <36> SList (.p, .n, .l, .s, .grep(), .fields() availab |
|
278 | 278 | ... |
|
279 | 279 | 10: build\bdist.win32\winexe\temp\_ctypes.py |
|
280 | 280 | 11: build\bdist.win32\winexe\temp\_hashlib.py |
|
281 | 281 | 12: build\bdist.win32\winexe\temp\_socket.py |
|
282 | 282 | |
|
283 | 283 | Now we can just remove these files by doing 'rm $junk.s'. |
|
284 | 284 | |
|
285 | 285 | The .s, .n, .p properties |
|
286 | 286 | ------------------------- |
|
287 | 287 | |
|
288 | 288 | The ``.s`` property returns one string where lines are separated by |
|
289 | 289 | single space (for convenient passing to system commands). The ``.n`` |
|
290 | 290 | property return one string where the lines are separated by a newline |
|
291 | 291 | (i.e. the original output of the function). If the items in string |
|
292 | 292 | list are file names, ``.p`` can be used to get a list of "path" objects |
|
293 | 293 | for convenient file manipulation. |
|
294 | 294 |
@@ -1,865 +1,865 b'' | |||
|
1 | 1 | .. _parallel_multiengine: |
|
2 | 2 | |
|
3 | 3 | ========================== |
|
4 | 4 | IPython's Direct interface |
|
5 | 5 | ========================== |
|
6 | 6 | |
|
7 | 7 | The direct, or multiengine, interface represents one possible way of working with a set of |
|
8 | 8 | IPython engines. The basic idea behind the multiengine interface is that the |
|
9 | 9 | capabilities of each engine are directly and explicitly exposed to the user. |
|
10 | 10 | Thus, in the multiengine interface, each engine is given an id that is used to |
|
11 | 11 | identify the engine and give it work to do. This interface is very intuitive |
|
12 | 12 | and is designed with interactive usage in mind, and is the best place for |
|
13 | 13 | new users of IPython to begin. |
|
14 | 14 | |
|
15 | 15 | Starting the IPython controller and engines |
|
16 | 16 | =========================================== |
|
17 | 17 | |
|
18 | 18 | To follow along with this tutorial, you will need to start the IPython |
|
19 | 19 | controller and four IPython engines. The simplest way of doing this is to use |
|
20 | 20 | the :command:`ipcluster` command:: |
|
21 | 21 | |
|
22 | 22 | $ ipcluster start -n 4 |
|
23 | 23 | |
|
24 | 24 | For more detailed information about starting the controller and engines, see |
|
25 | 25 | our :ref:`introduction <parallel_overview>` to using IPython for parallel computing. |
|
26 | 26 | |
|
27 | 27 | Creating a ``DirectView`` instance |
|
28 | 28 | ================================== |
|
29 | 29 | |
|
30 | 30 | The first step is to import the IPython :mod:`IPython.parallel` |
|
31 | 31 | module and then create a :class:`.Client` instance: |
|
32 | 32 | |
|
33 | 33 | .. sourcecode:: ipython |
|
34 | 34 | |
|
35 | 35 | In [1]: from IPython.parallel import Client |
|
36 | 36 | |
|
37 | 37 | In [2]: rc = Client() |
|
38 | 38 | |
|
39 | 39 | This form assumes that the default connection information (stored in |
|
40 |
:file:`ipcontroller-client.json` found in :file:`IPYTHON |
|
|
40 | :file:`ipcontroller-client.json` found in :file:`IPYTHONDIR/profile_default/security`) is | |
|
41 | 41 | accurate. If the controller was started on a remote machine, you must copy that connection |
|
42 | 42 | file to the client machine, or enter its contents as arguments to the Client constructor: |
|
43 | 43 | |
|
44 | 44 | .. sourcecode:: ipython |
|
45 | 45 | |
|
46 | 46 | # If you have copied the json connector file from the controller: |
|
47 | 47 | In [2]: rc = Client('/path/to/ipcontroller-client.json') |
|
48 | 48 | # or to connect with a specific profile you have set up: |
|
49 | 49 | In [3]: rc = Client(profile='mpi') |
|
50 | 50 | |
|
51 | 51 | |
|
52 | 52 | To make sure there are engines connected to the controller, users can get a list |
|
53 | 53 | of engine ids: |
|
54 | 54 | |
|
55 | 55 | .. sourcecode:: ipython |
|
56 | 56 | |
|
57 | 57 | In [3]: rc.ids |
|
58 | 58 | Out[3]: [0, 1, 2, 3] |
|
59 | 59 | |
|
60 | 60 | Here we see that there are four engines ready to do work for us. |
|
61 | 61 | |
|
62 | 62 | For direct execution, we will make use of a :class:`DirectView` object, which can be |
|
63 | 63 | constructed via list-access to the client: |
|
64 | 64 | |
|
65 | 65 | .. sourcecode:: ipython |
|
66 | 66 | |
|
67 | 67 | In [4]: dview = rc[:] # use all engines |
|
68 | 68 | |
|
69 | 69 | .. seealso:: |
|
70 | 70 | |
|
71 | 71 | For more information, see the in-depth explanation of :ref:`Views <parallel_details>`. |
|
72 | 72 | |
|
73 | 73 | |
|
74 | 74 | Quick and easy parallelism |
|
75 | 75 | ========================== |
|
76 | 76 | |
|
77 | 77 | In many cases, you simply want to apply a Python function to a sequence of |
|
78 | 78 | objects, but *in parallel*. The client interface provides a simple way |
|
79 | 79 | of accomplishing this: using the DirectView's :meth:`~DirectView.map` method. |
|
80 | 80 | |
|
81 | 81 | Parallel map |
|
82 | 82 | ------------ |
|
83 | 83 | |
|
84 | 84 | Python's builtin :func:`map` functions allows a function to be applied to a |
|
85 | 85 | sequence element-by-element. This type of code is typically trivial to |
|
86 | 86 | parallelize. In fact, since IPython's interface is all about functions anyway, |
|
87 | 87 | you can just use the builtin :func:`map` with a :class:`RemoteFunction`, or a |
|
88 | 88 | DirectView's :meth:`map` method: |
|
89 | 89 | |
|
90 | 90 | .. sourcecode:: ipython |
|
91 | 91 | |
|
92 | 92 | In [62]: serial_result = map(lambda x:x**10, range(32)) |
|
93 | 93 | |
|
94 | 94 | In [63]: parallel_result = dview.map_sync(lambda x: x**10, range(32)) |
|
95 | 95 | |
|
96 | 96 | In [67]: serial_result==parallel_result |
|
97 | 97 | Out[67]: True |
|
98 | 98 | |
|
99 | 99 | |
|
100 | 100 | .. note:: |
|
101 | 101 | |
|
102 | 102 | The :class:`DirectView`'s version of :meth:`map` does |
|
103 | 103 | not do dynamic load balancing. For a load balanced version, use a |
|
104 | 104 | :class:`LoadBalancedView`. |
|
105 | 105 | |
|
106 | 106 | .. seealso:: |
|
107 | 107 | |
|
108 | 108 | :meth:`map` is implemented via :class:`ParallelFunction`. |
|
109 | 109 | |
|
110 | 110 | Remote function decorators |
|
111 | 111 | -------------------------- |
|
112 | 112 | |
|
113 | 113 | Remote functions are just like normal functions, but when they are called, |
|
114 | 114 | they execute on one or more engines, rather than locally. IPython provides |
|
115 | 115 | two decorators: |
|
116 | 116 | |
|
117 | 117 | .. sourcecode:: ipython |
|
118 | 118 | |
|
119 | 119 | In [10]: @dview.remote(block=True) |
|
120 | 120 | ....: def getpid(): |
|
121 | 121 | ....: import os |
|
122 | 122 | ....: return os.getpid() |
|
123 | 123 | ....: |
|
124 | 124 | |
|
125 | 125 | In [11]: getpid() |
|
126 | 126 | Out[11]: [12345, 12346, 12347, 12348] |
|
127 | 127 | |
|
128 | 128 | The ``@parallel`` decorator creates parallel functions, that break up an element-wise |
|
129 | 129 | operations and distribute them, reconstructing the result. |
|
130 | 130 | |
|
131 | 131 | .. sourcecode:: ipython |
|
132 | 132 | |
|
133 | 133 | In [12]: import numpy as np |
|
134 | 134 | |
|
135 | 135 | In [13]: A = np.random.random((64,48)) |
|
136 | 136 | |
|
137 | 137 | In [14]: @dview.parallel(block=True) |
|
138 | 138 | ....: def pmul(A,B): |
|
139 | 139 | ....: return A*B |
|
140 | 140 | |
|
141 | 141 | In [15]: C_local = A*A |
|
142 | 142 | |
|
143 | 143 | In [16]: C_remote = pmul(A,A) |
|
144 | 144 | |
|
145 | 145 | In [17]: (C_local == C_remote).all() |
|
146 | 146 | Out[17]: True |
|
147 | 147 | |
|
148 | 148 | Calling a ``@parallel`` function *does not* correspond to map. It is used for splitting |
|
149 | 149 | element-wise operations that operate on a sequence or array. For ``map`` behavior, |
|
150 | 150 | parallel functions do have a map method. |
|
151 | 151 | |
|
152 | 152 | ==================== ============================ ============================= |
|
153 | 153 | call pfunc(seq) pfunc.map(seq) |
|
154 | 154 | ==================== ============================ ============================= |
|
155 | 155 | # of tasks # of engines (1 per engine) # of engines (1 per engine) |
|
156 | 156 | # of remote calls # of engines (1 per engine) ``len(seq)`` |
|
157 | 157 | argument to remote ``seq[i:j]`` (sub-sequence) ``seq[i]`` (single element) |
|
158 | 158 | ==================== ============================ ============================= |
|
159 | 159 | |
|
160 | 160 | A quick example to illustrate the difference in arguments for the two modes: |
|
161 | 161 | |
|
162 | 162 | .. sourcecode:: ipython |
|
163 | 163 | |
|
164 | 164 | In [16]: @dview.parallel(block=True) |
|
165 | 165 | ....: def echo(x): |
|
166 | 166 | ....: return str(x) |
|
167 | 167 | ....: |
|
168 | 168 | |
|
169 | 169 | In [17]: echo(range(5)) |
|
170 | 170 | Out[17]: ['[0, 1]', '[2]', '[3]', '[4]'] |
|
171 | 171 | |
|
172 | 172 | In [18]: echo.map(range(5)) |
|
173 | 173 | Out[18]: ['0', '1', '2', '3', '4'] |
|
174 | 174 | |
|
175 | 175 | |
|
176 | 176 | .. seealso:: |
|
177 | 177 | |
|
178 | 178 | See the :func:`~.remotefunction.parallel` and :func:`~.remotefunction.remote` |
|
179 | 179 | decorators for options. |
|
180 | 180 | |
|
181 | 181 | Calling Python functions |
|
182 | 182 | ======================== |
|
183 | 183 | |
|
184 | 184 | The most basic type of operation that can be performed on the engines is to |
|
185 | 185 | execute Python code or call Python functions. Executing Python code can be |
|
186 | 186 | done in blocking or non-blocking mode (non-blocking is default) using the |
|
187 | 187 | :meth:`.View.execute` method, and calling functions can be done via the |
|
188 | 188 | :meth:`.View.apply` method. |
|
189 | 189 | |
|
190 | 190 | apply |
|
191 | 191 | ----- |
|
192 | 192 | |
|
193 | 193 | The main method for doing remote execution (in fact, all methods that |
|
194 | 194 | communicate with the engines are built on top of it), is :meth:`View.apply`. |
|
195 | 195 | |
|
196 | 196 | We strive to provide the cleanest interface we can, so `apply` has the following |
|
197 | 197 | signature: |
|
198 | 198 | |
|
199 | 199 | .. sourcecode:: python |
|
200 | 200 | |
|
201 | 201 | view.apply(f, *args, **kwargs) |
|
202 | 202 | |
|
203 | 203 | There are various ways to call functions with IPython, and these flags are set as |
|
204 | 204 | attributes of the View. The ``DirectView`` has just two of these flags: |
|
205 | 205 | |
|
206 | 206 | dv.block : bool |
|
207 | 207 | whether to wait for the result, or return an :class:`AsyncResult` object |
|
208 | 208 | immediately |
|
209 | 209 | dv.track : bool |
|
210 | 210 | whether to instruct pyzmq to track when zeromq is done sending the message. |
|
211 | 211 | This is primarily useful for non-copying sends of numpy arrays that you plan to |
|
212 | 212 | edit in-place. You need to know when it becomes safe to edit the buffer |
|
213 | 213 | without corrupting the message. |
|
214 | 214 | dv.targets : int, list of ints |
|
215 | 215 | which targets this view is associated with. |
|
216 | 216 | |
|
217 | 217 | |
|
218 | 218 | Creating a view is simple: index-access on a client creates a :class:`.DirectView`. |
|
219 | 219 | |
|
220 | 220 | .. sourcecode:: ipython |
|
221 | 221 | |
|
222 | 222 | In [4]: view = rc[1:3] |
|
223 | 223 | Out[4]: <DirectView [1, 2]> |
|
224 | 224 | |
|
225 | 225 | In [5]: view.apply<tab> |
|
226 | 226 | view.apply view.apply_async view.apply_sync |
|
227 | 227 | |
|
228 | 228 | For convenience, you can set block temporarily for a single call with the extra sync/async methods. |
|
229 | 229 | |
|
230 | 230 | Blocking execution |
|
231 | 231 | ------------------ |
|
232 | 232 | |
|
233 | 233 | In blocking mode, the :class:`.DirectView` object (called ``dview`` in |
|
234 | 234 | these examples) submits the command to the controller, which places the |
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235 | 235 | command in the engines' queues for execution. The :meth:`apply` call then |
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236 | 236 | blocks until the engines are done executing the command: |
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237 | 237 | |
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238 | 238 | .. sourcecode:: ipython |
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239 | 239 | |
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240 | 240 | In [2]: dview = rc[:] # A DirectView of all engines |
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241 | 241 | In [3]: dview.block=True |
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242 | 242 | In [4]: dview['a'] = 5 |
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243 | 243 | |
|
244 | 244 | In [5]: dview['b'] = 10 |
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245 | 245 | |
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246 | 246 | In [6]: dview.apply(lambda x: a+b+x, 27) |
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247 | 247 | Out[6]: [42, 42, 42, 42] |
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248 | 248 | |
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249 | 249 | You can also select blocking execution on a call-by-call basis with the :meth:`apply_sync` |
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250 | 250 | method: |
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251 | 251 | |
|
252 | 252 | In [7]: dview.block=False |
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253 | 253 | |
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254 | 254 | In [8]: dview.apply_sync(lambda x: a+b+x, 27) |
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255 | 255 | Out[8]: [42, 42, 42, 42] |
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256 | 256 | |
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257 | 257 | Python commands can be executed as strings on specific engines by using a View's ``execute`` |
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258 | 258 | method: |
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259 | 259 | |
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260 | 260 | .. sourcecode:: ipython |
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261 | 261 | |
|
262 | 262 | In [6]: rc[::2].execute('c=a+b') |
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263 | 263 | |
|
264 | 264 | In [7]: rc[1::2].execute('c=a-b') |
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265 | 265 | |
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266 | 266 | In [8]: dview['c'] # shorthand for dview.pull('c', block=True) |
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267 | 267 | Out[8]: [15, -5, 15, -5] |
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268 | 268 | |
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269 | 269 | |
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270 | 270 | Non-blocking execution |
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271 | 271 | ---------------------- |
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272 | 272 | |
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273 | 273 | In non-blocking mode, :meth:`apply` submits the command to be executed and |
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274 | 274 | then returns a :class:`AsyncResult` object immediately. The |
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275 | 275 | :class:`AsyncResult` object gives you a way of getting a result at a later |
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276 | 276 | time through its :meth:`get` method. |
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277 | 277 | |
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278 | 278 | .. seealso:: |
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279 | 279 | |
|
280 | 280 | Docs on the :ref:`AsyncResult <parallel_asyncresult>` object. |
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281 | 281 | |
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282 | 282 | This allows you to quickly submit long running commands without blocking your |
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283 | 283 | local Python/IPython session: |
|
284 | 284 | |
|
285 | 285 | .. sourcecode:: ipython |
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286 | 286 | |
|
287 | 287 | # define our function |
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288 | 288 | In [6]: def wait(t): |
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289 | 289 | ....: import time |
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290 | 290 | ....: tic = time.time() |
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291 | 291 | ....: time.sleep(t) |
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292 | 292 | ....: return time.time()-tic |
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293 | 293 | |
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294 | 294 | # In non-blocking mode |
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295 | 295 | In [7]: ar = dview.apply_async(wait, 2) |
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296 | 296 | |
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297 | 297 | # Now block for the result |
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298 | 298 | In [8]: ar.get() |
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299 | 299 | Out[8]: [2.0006198883056641, 1.9997570514678955, 1.9996809959411621, 2.0003249645233154] |
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300 | 300 | |
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301 | 301 | # Again in non-blocking mode |
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302 | 302 | In [9]: ar = dview.apply_async(wait, 10) |
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303 | 303 | |
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304 | 304 | # Poll to see if the result is ready |
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305 | 305 | In [10]: ar.ready() |
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306 | 306 | Out[10]: False |
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307 | 307 | |
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308 | 308 | # ask for the result, but wait a maximum of 1 second: |
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309 | 309 | In [45]: ar.get(1) |
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310 | 310 | --------------------------------------------------------------------------- |
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311 | 311 | TimeoutError Traceback (most recent call last) |
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312 | 312 | /home/you/<ipython-input-45-7cd858bbb8e0> in <module>() |
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313 | 313 | ----> 1 ar.get(1) |
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314 | 314 | |
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315 | 315 | /path/to/site-packages/IPython/parallel/asyncresult.pyc in get(self, timeout) |
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316 | 316 | 62 raise self._exception |
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317 | 317 | 63 else: |
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318 | 318 | ---> 64 raise error.TimeoutError("Result not ready.") |
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319 | 319 | 65 |
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320 | 320 | 66 def ready(self): |
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321 | 321 | |
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322 | 322 | TimeoutError: Result not ready. |
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323 | 323 | |
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324 | 324 | .. Note:: |
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325 | 325 | |
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326 | 326 | Note the import inside the function. This is a common model, to ensure |
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327 | 327 | that the appropriate modules are imported where the task is run. You can |
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328 | 328 | also manually import modules into the engine(s) namespace(s) via |
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329 | 329 | :meth:`view.execute('import numpy')`. |
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330 | 330 | |
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331 | 331 | Often, it is desirable to wait until a set of :class:`AsyncResult` objects |
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332 | 332 | are done. For this, there is a the method :meth:`wait`. This method takes a |
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333 | 333 | tuple of :class:`AsyncResult` objects (or `msg_ids` or indices to the client's History), |
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334 | 334 | and blocks until all of the associated results are ready: |
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335 | 335 | |
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336 | 336 | .. sourcecode:: ipython |
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337 | 337 | |
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338 | 338 | In [72]: dview.block=False |
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339 | 339 | |
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340 | 340 | # A trivial list of AsyncResults objects |
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341 | 341 | In [73]: pr_list = [dview.apply_async(wait, 3) for i in range(10)] |
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342 | 342 | |
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343 | 343 | # Wait until all of them are done |
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344 | 344 | In [74]: dview.wait(pr_list) |
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345 | 345 | |
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346 | 346 | # Then, their results are ready using get() or the `.r` attribute |
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347 | 347 | In [75]: pr_list[0].get() |
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348 | 348 | Out[75]: [2.9982571601867676, 2.9982588291168213, 2.9987530708312988, 2.9990990161895752] |
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349 | 349 | |
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350 | 350 | |
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351 | 351 | |
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352 | 352 | The ``block`` and ``targets`` keyword arguments and attributes |
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353 | 353 | -------------------------------------------------------------- |
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354 | 354 | |
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355 | 355 | Most DirectView methods (excluding :meth:`apply`) accept ``block`` and |
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356 | 356 | ``targets`` as keyword arguments. As we have seen above, these keyword arguments control the |
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357 | 357 | blocking mode and which engines the command is applied to. The :class:`View` class also has |
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358 | 358 | :attr:`block` and :attr:`targets` attributes that control the default behavior when the keyword |
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359 | 359 | arguments are not provided. Thus the following logic is used for :attr:`block` and :attr:`targets`: |
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360 | 360 | |
|
361 | 361 | * If no keyword argument is provided, the instance attributes are used. |
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362 | 362 | * Keyword argument, if provided override the instance attributes for |
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363 | 363 | the duration of a single call. |
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364 | 364 | |
|
365 | 365 | The following examples demonstrate how to use the instance attributes: |
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366 | 366 | |
|
367 | 367 | .. sourcecode:: ipython |
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368 | 368 | |
|
369 | 369 | In [16]: dview.targets = [0,2] |
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370 | 370 | |
|
371 | 371 | In [17]: dview.block = False |
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372 | 372 | |
|
373 | 373 | In [18]: ar = dview.apply(lambda : 10) |
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374 | 374 | |
|
375 | 375 | In [19]: ar.get() |
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376 | 376 | Out[19]: [10, 10] |
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377 | 377 | |
|
378 | 378 | In [16]: dview.targets = v.client.ids # all engines (4) |
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379 | 379 | |
|
380 | 380 | In [21]: dview.block = True |
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381 | 381 | |
|
382 | 382 | In [22]: dview.apply(lambda : 42) |
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383 | 383 | Out[22]: [42, 42, 42, 42] |
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384 | 384 | |
|
385 | 385 | The :attr:`block` and :attr:`targets` instance attributes of the |
|
386 | 386 | :class:`.DirectView` also determine the behavior of the parallel magic commands. |
|
387 | 387 | |
|
388 | 388 | Parallel magic commands |
|
389 | 389 | ----------------------- |
|
390 | 390 | |
|
391 | 391 | We provide a few IPython magic commands (``%px``, ``%autopx`` and ``%result``) |
|
392 | 392 | that make it more pleasant to execute Python commands on the engines |
|
393 | 393 | interactively. These are simply shortcuts to :meth:`execute` and |
|
394 | 394 | :meth:`get_result` of the :class:`DirectView`. The ``%px`` magic executes a single |
|
395 | 395 | Python command on the engines specified by the :attr:`targets` attribute of the |
|
396 | 396 | :class:`DirectView` instance: |
|
397 | 397 | |
|
398 | 398 | .. sourcecode:: ipython |
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399 | 399 | |
|
400 | 400 | # Create a DirectView for all targets |
|
401 | 401 | In [22]: dv = rc[:] |
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402 | 402 | |
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403 | 403 | # Make this DirectView active for parallel magic commands |
|
404 | 404 | In [23]: dv.activate() |
|
405 | 405 | |
|
406 | 406 | In [24]: dv.block=True |
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407 | 407 | |
|
408 | 408 | # import numpy here and everywhere |
|
409 | 409 | In [25]: with dv.sync_imports(): |
|
410 | 410 | ....: import numpy |
|
411 | 411 | importing numpy on engine(s) |
|
412 | 412 | |
|
413 | 413 | In [27]: %px a = numpy.random.rand(2,2) |
|
414 | 414 | Parallel execution on engines: [0, 1, 2, 3] |
|
415 | 415 | |
|
416 | 416 | In [28]: %px ev = numpy.linalg.eigvals(a) |
|
417 | 417 | Parallel execution on engines: [0, 1, 2, 3] |
|
418 | 418 | |
|
419 | 419 | In [28]: dv['ev'] |
|
420 | 420 | Out[28]: [ array([ 1.09522024, -0.09645227]), |
|
421 | 421 | ....: array([ 1.21435496, -0.35546712]), |
|
422 | 422 | ....: array([ 0.72180653, 0.07133042]), |
|
423 | 423 | ....: array([ 1.46384341, 1.04353244e-04]) |
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424 | 424 | ....: ] |
|
425 | 425 | |
|
426 | 426 | The ``%result`` magic gets the most recent result, or takes an argument |
|
427 | 427 | specifying the index of the result to be requested. It is simply a shortcut to the |
|
428 | 428 | :meth:`get_result` method: |
|
429 | 429 | |
|
430 | 430 | .. sourcecode:: ipython |
|
431 | 431 | |
|
432 | 432 | In [29]: dv.apply_async(lambda : ev) |
|
433 | 433 | |
|
434 | 434 | In [30]: %result |
|
435 | 435 | Out[30]: [ [ 1.28167017 0.14197338], |
|
436 | 436 | ....: [-0.14093616 1.27877273], |
|
437 | 437 | ....: [-0.37023573 1.06779409], |
|
438 | 438 | ....: [ 0.83664764 -0.25602658] ] |
|
439 | 439 | |
|
440 | 440 | The ``%autopx`` magic switches to a mode where everything you type is executed |
|
441 | 441 | on the engines given by the :attr:`targets` attribute: |
|
442 | 442 | |
|
443 | 443 | .. sourcecode:: ipython |
|
444 | 444 | |
|
445 | 445 | In [30]: dv.block=False |
|
446 | 446 | |
|
447 | 447 | In [31]: %autopx |
|
448 | 448 | Auto Parallel Enabled |
|
449 | 449 | Type %autopx to disable |
|
450 | 450 | |
|
451 | 451 | In [32]: max_evals = [] |
|
452 | 452 | <IPython.parallel.AsyncResult object at 0x17b8a70> |
|
453 | 453 | |
|
454 | 454 | In [33]: for i in range(100): |
|
455 | 455 | ....: a = numpy.random.rand(10,10) |
|
456 | 456 | ....: a = a+a.transpose() |
|
457 | 457 | ....: evals = numpy.linalg.eigvals(a) |
|
458 | 458 | ....: max_evals.append(evals[0].real) |
|
459 | 459 | ....: |
|
460 | 460 | ....: |
|
461 | 461 | <IPython.parallel.AsyncResult object at 0x17af8f0> |
|
462 | 462 | |
|
463 | 463 | In [34]: %autopx |
|
464 | 464 | Auto Parallel Disabled |
|
465 | 465 | |
|
466 | 466 | In [35]: dv.block=True |
|
467 | 467 | |
|
468 | 468 | In [36]: px ans= "Average max eigenvalue is: %f"%(sum(max_evals)/len(max_evals)) |
|
469 | 469 | Parallel execution on engines: [0, 1, 2, 3] |
|
470 | 470 | |
|
471 | 471 | In [37]: dv['ans'] |
|
472 | 472 | Out[37]: [ 'Average max eigenvalue is: 10.1387247332', |
|
473 | 473 | ....: 'Average max eigenvalue is: 10.2076902286', |
|
474 | 474 | ....: 'Average max eigenvalue is: 10.1891484655', |
|
475 | 475 | ....: 'Average max eigenvalue is: 10.1158837784',] |
|
476 | 476 | |
|
477 | 477 | |
|
478 | 478 | Moving Python objects around |
|
479 | 479 | ============================ |
|
480 | 480 | |
|
481 | 481 | In addition to calling functions and executing code on engines, you can |
|
482 | 482 | transfer Python objects to and from your IPython session and the engines. In |
|
483 | 483 | IPython, these operations are called :meth:`push` (sending an object to the |
|
484 | 484 | engines) and :meth:`pull` (getting an object from the engines). |
|
485 | 485 | |
|
486 | 486 | Basic push and pull |
|
487 | 487 | ------------------- |
|
488 | 488 | |
|
489 | 489 | Here are some examples of how you use :meth:`push` and :meth:`pull`: |
|
490 | 490 | |
|
491 | 491 | .. sourcecode:: ipython |
|
492 | 492 | |
|
493 | 493 | In [38]: dview.push(dict(a=1.03234,b=3453)) |
|
494 | 494 | Out[38]: [None,None,None,None] |
|
495 | 495 | |
|
496 | 496 | In [39]: dview.pull('a') |
|
497 | 497 | Out[39]: [ 1.03234, 1.03234, 1.03234, 1.03234] |
|
498 | 498 | |
|
499 | 499 | In [40]: dview.pull('b', targets=0) |
|
500 | 500 | Out[40]: 3453 |
|
501 | 501 | |
|
502 | 502 | In [41]: dview.pull(('a','b')) |
|
503 | 503 | Out[41]: [ [1.03234, 3453], [1.03234, 3453], [1.03234, 3453], [1.03234, 3453] ] |
|
504 | 504 | |
|
505 | 505 | In [43]: dview.push(dict(c='speed')) |
|
506 | 506 | Out[43]: [None,None,None,None] |
|
507 | 507 | |
|
508 | 508 | In non-blocking mode :meth:`push` and :meth:`pull` also return |
|
509 | 509 | :class:`AsyncResult` objects: |
|
510 | 510 | |
|
511 | 511 | .. sourcecode:: ipython |
|
512 | 512 | |
|
513 | 513 | In [48]: ar = dview.pull('a', block=False) |
|
514 | 514 | |
|
515 | 515 | In [49]: ar.get() |
|
516 | 516 | Out[49]: [1.03234, 1.03234, 1.03234, 1.03234] |
|
517 | 517 | |
|
518 | 518 | |
|
519 | 519 | Dictionary interface |
|
520 | 520 | -------------------- |
|
521 | 521 | |
|
522 | 522 | Since a Python namespace is just a :class:`dict`, :class:`DirectView` objects provide |
|
523 | 523 | dictionary-style access by key and methods such as :meth:`get` and |
|
524 | 524 | :meth:`update` for convenience. This make the remote namespaces of the engines |
|
525 | 525 | appear as a local dictionary. Underneath, these methods call :meth:`apply`: |
|
526 | 526 | |
|
527 | 527 | .. sourcecode:: ipython |
|
528 | 528 | |
|
529 | 529 | In [51]: dview['a']=['foo','bar'] |
|
530 | 530 | |
|
531 | 531 | In [52]: dview['a'] |
|
532 | 532 | Out[52]: [ ['foo', 'bar'], ['foo', 'bar'], ['foo', 'bar'], ['foo', 'bar'] ] |
|
533 | 533 | |
|
534 | 534 | Scatter and gather |
|
535 | 535 | ------------------ |
|
536 | 536 | |
|
537 | 537 | Sometimes it is useful to partition a sequence and push the partitions to |
|
538 | 538 | different engines. In MPI language, this is know as scatter/gather and we |
|
539 | 539 | follow that terminology. However, it is important to remember that in |
|
540 | 540 | IPython's :class:`Client` class, :meth:`scatter` is from the |
|
541 | 541 | interactive IPython session to the engines and :meth:`gather` is from the |
|
542 | 542 | engines back to the interactive IPython session. For scatter/gather operations |
|
543 | 543 | between engines, MPI, pyzmq, or some other direct interconnect should be used. |
|
544 | 544 | |
|
545 | 545 | .. sourcecode:: ipython |
|
546 | 546 | |
|
547 | 547 | In [58]: dview.scatter('a',range(16)) |
|
548 | 548 | Out[58]: [None,None,None,None] |
|
549 | 549 | |
|
550 | 550 | In [59]: dview['a'] |
|
551 | 551 | Out[59]: [ [0, 1, 2, 3], [4, 5, 6, 7], [8, 9, 10, 11], [12, 13, 14, 15] ] |
|
552 | 552 | |
|
553 | 553 | In [60]: dview.gather('a') |
|
554 | 554 | Out[60]: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] |
|
555 | 555 | |
|
556 | 556 | Other things to look at |
|
557 | 557 | ======================= |
|
558 | 558 | |
|
559 | 559 | How to do parallel list comprehensions |
|
560 | 560 | -------------------------------------- |
|
561 | 561 | |
|
562 | 562 | In many cases list comprehensions are nicer than using the map function. While |
|
563 | 563 | we don't have fully parallel list comprehensions, it is simple to get the |
|
564 | 564 | basic effect using :meth:`scatter` and :meth:`gather`: |
|
565 | 565 | |
|
566 | 566 | .. sourcecode:: ipython |
|
567 | 567 | |
|
568 | 568 | In [66]: dview.scatter('x',range(64)) |
|
569 | 569 | |
|
570 | 570 | In [67]: %px y = [i**10 for i in x] |
|
571 | 571 | Parallel execution on engines: [0, 1, 2, 3] |
|
572 | 572 | Out[67]: |
|
573 | 573 | |
|
574 | 574 | In [68]: y = dview.gather('y') |
|
575 | 575 | |
|
576 | 576 | In [69]: print y |
|
577 | 577 | [0, 1, 1024, 59049, 1048576, 9765625, 60466176, 282475249, 1073741824,...] |
|
578 | 578 | |
|
579 | 579 | Remote imports |
|
580 | 580 | -------------- |
|
581 | 581 | |
|
582 | 582 | Sometimes you will want to import packages both in your interactive session |
|
583 | 583 | and on your remote engines. This can be done with the :class:`ContextManager` |
|
584 | 584 | created by a DirectView's :meth:`sync_imports` method: |
|
585 | 585 | |
|
586 | 586 | .. sourcecode:: ipython |
|
587 | 587 | |
|
588 | 588 | In [69]: with dview.sync_imports(): |
|
589 | 589 | ....: import numpy |
|
590 | 590 | importing numpy on engine(s) |
|
591 | 591 | |
|
592 | 592 | Any imports made inside the block will also be performed on the view's engines. |
|
593 | 593 | sync_imports also takes a `local` boolean flag that defaults to True, which specifies |
|
594 | 594 | whether the local imports should also be performed. However, support for `local=False` |
|
595 | 595 | has not been implemented, so only packages that can be imported locally will work |
|
596 | 596 | this way. |
|
597 | 597 | |
|
598 | 598 | You can also specify imports via the ``@require`` decorator. This is a decorator |
|
599 | 599 | designed for use in Dependencies, but can be used to handle remote imports as well. |
|
600 | 600 | Modules or module names passed to ``@require`` will be imported before the decorated |
|
601 | 601 | function is called. If they cannot be imported, the decorated function will never |
|
602 | 602 | execution, and will fail with an UnmetDependencyError. |
|
603 | 603 | |
|
604 | 604 | .. sourcecode:: ipython |
|
605 | 605 | |
|
606 | 606 | In [69]: from IPython.parallel import require |
|
607 | 607 | |
|
608 | 608 | In [70]: @require('re'): |
|
609 | 609 | ....: def findall(pat, x): |
|
610 | 610 | ....: # re is guaranteed to be available |
|
611 | 611 | ....: return re.findall(pat, x) |
|
612 | 612 | |
|
613 | 613 | # you can also pass modules themselves, that you already have locally: |
|
614 | 614 | In [71]: @require(time): |
|
615 | 615 | ....: def wait(t): |
|
616 | 616 | ....: time.sleep(t) |
|
617 | 617 | ....: return t |
|
618 | 618 | |
|
619 | 619 | .. _parallel_exceptions: |
|
620 | 620 | |
|
621 | 621 | Parallel exceptions |
|
622 | 622 | ------------------- |
|
623 | 623 | |
|
624 | 624 | In the multiengine interface, parallel commands can raise Python exceptions, |
|
625 | 625 | just like serial commands. But, it is a little subtle, because a single |
|
626 | 626 | parallel command can actually raise multiple exceptions (one for each engine |
|
627 | 627 | the command was run on). To express this idea, we have a |
|
628 | 628 | :exc:`CompositeError` exception class that will be raised in most cases. The |
|
629 | 629 | :exc:`CompositeError` class is a special type of exception that wraps one or |
|
630 | 630 | more other types of exceptions. Here is how it works: |
|
631 | 631 | |
|
632 | 632 | .. sourcecode:: ipython |
|
633 | 633 | |
|
634 | 634 | In [76]: dview.block=True |
|
635 | 635 | |
|
636 | 636 | In [77]: dview.execute('1/0') |
|
637 | 637 | --------------------------------------------------------------------------- |
|
638 | 638 | CompositeError Traceback (most recent call last) |
|
639 | 639 | /home/user/<ipython-input-10-5d56b303a66c> in <module>() |
|
640 | 640 | ----> 1 dview.execute('1/0') |
|
641 | 641 | |
|
642 | 642 | /path/to/site-packages/IPython/parallel/client/view.pyc in execute(self, code, targets, block) |
|
643 | 643 | 591 default: self.block |
|
644 | 644 | 592 """ |
|
645 | 645 | --> 593 return self._really_apply(util._execute, args=(code,), block=block, targets=targets) |
|
646 | 646 | 594 |
|
647 | 647 | 595 def run(self, filename, targets=None, block=None): |
|
648 | 648 | |
|
649 | 649 | /home/user/<string> in _really_apply(self, f, args, kwargs, targets, block, track) |
|
650 | 650 | |
|
651 | 651 | /path/to/site-packages/IPython/parallel/client/view.pyc in sync_results(f, self, *args, **kwargs) |
|
652 | 652 | 55 def sync_results(f, self, *args, **kwargs): |
|
653 | 653 | 56 """sync relevant results from self.client to our results attribute.""" |
|
654 | 654 | ---> 57 ret = f(self, *args, **kwargs) |
|
655 | 655 | 58 delta = self.outstanding.difference(self.client.outstanding) |
|
656 | 656 | 59 completed = self.outstanding.intersection(delta) |
|
657 | 657 | |
|
658 | 658 | /home/user/<string> in _really_apply(self, f, args, kwargs, targets, block, track) |
|
659 | 659 | |
|
660 | 660 | /path/to/site-packages/IPython/parallel/client/view.pyc in save_ids(f, self, *args, **kwargs) |
|
661 | 661 | 44 n_previous = len(self.client.history) |
|
662 | 662 | 45 try: |
|
663 | 663 | ---> 46 ret = f(self, *args, **kwargs) |
|
664 | 664 | 47 finally: |
|
665 | 665 | 48 nmsgs = len(self.client.history) - n_previous |
|
666 | 666 | |
|
667 | 667 | /path/to/site-packages/IPython/parallel/client/view.pyc in _really_apply(self, f, args, kwargs, targets, block, track) |
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668 | 668 | 529 if block: |
|
669 | 669 | 530 try: |
|
670 | 670 | --> 531 return ar.get() |
|
671 | 671 | 532 except KeyboardInterrupt: |
|
672 | 672 | 533 pass |
|
673 | 673 | |
|
674 | 674 | /path/to/site-packages/IPython/parallel/client/asyncresult.pyc in get(self, timeout) |
|
675 | 675 | 101 return self._result |
|
676 | 676 | 102 else: |
|
677 | 677 | --> 103 raise self._exception |
|
678 | 678 | 104 else: |
|
679 | 679 | 105 raise error.TimeoutError("Result not ready.") |
|
680 | 680 | |
|
681 | 681 | CompositeError: one or more exceptions from call to method: _execute |
|
682 | 682 | [0:apply]: ZeroDivisionError: integer division or modulo by zero |
|
683 | 683 | [1:apply]: ZeroDivisionError: integer division or modulo by zero |
|
684 | 684 | [2:apply]: ZeroDivisionError: integer division or modulo by zero |
|
685 | 685 | [3:apply]: ZeroDivisionError: integer division or modulo by zero |
|
686 | 686 | |
|
687 | 687 | Notice how the error message printed when :exc:`CompositeError` is raised has |
|
688 | 688 | information about the individual exceptions that were raised on each engine. |
|
689 | 689 | If you want, you can even raise one of these original exceptions: |
|
690 | 690 | |
|
691 | 691 | .. sourcecode:: ipython |
|
692 | 692 | |
|
693 | 693 | In [80]: try: |
|
694 | 694 | ....: dview.execute('1/0') |
|
695 | 695 | ....: except parallel.error.CompositeError, e: |
|
696 | 696 | ....: e.raise_exception() |
|
697 | 697 | ....: |
|
698 | 698 | ....: |
|
699 | 699 | --------------------------------------------------------------------------- |
|
700 | 700 | RemoteError Traceback (most recent call last) |
|
701 | 701 | /home/user/<ipython-input-17-8597e7e39858> in <module>() |
|
702 | 702 | 2 dview.execute('1/0') |
|
703 | 703 | 3 except CompositeError as e: |
|
704 | 704 | ----> 4 e.raise_exception() |
|
705 | 705 | |
|
706 | 706 | /path/to/site-packages/IPython/parallel/error.pyc in raise_exception(self, excid) |
|
707 | 707 | 266 raise IndexError("an exception with index %i does not exist"%excid) |
|
708 | 708 | 267 else: |
|
709 | 709 | --> 268 raise RemoteError(en, ev, etb, ei) |
|
710 | 710 | 269 |
|
711 | 711 | 270 |
|
712 | 712 | |
|
713 | 713 | RemoteError: ZeroDivisionError(integer division or modulo by zero) |
|
714 | 714 | Traceback (most recent call last): |
|
715 | 715 | File "/path/to/site-packages/IPython/parallel/engine/streamkernel.py", line 330, in apply_request |
|
716 | 716 | exec code in working,working |
|
717 | 717 | File "<string>", line 1, in <module> |
|
718 | 718 | File "/path/to/site-packages/IPython/parallel/util.py", line 354, in _execute |
|
719 | 719 | exec code in globals() |
|
720 | 720 | File "<string>", line 1, in <module> |
|
721 | 721 | ZeroDivisionError: integer division or modulo by zero |
|
722 | 722 | |
|
723 | 723 | If you are working in IPython, you can simple type ``%debug`` after one of |
|
724 | 724 | these :exc:`CompositeError` exceptions is raised, and inspect the exception |
|
725 | 725 | instance: |
|
726 | 726 | |
|
727 | 727 | .. sourcecode:: ipython |
|
728 | 728 | |
|
729 | 729 | In [81]: dview.execute('1/0') |
|
730 | 730 | --------------------------------------------------------------------------- |
|
731 | 731 | CompositeError Traceback (most recent call last) |
|
732 | 732 | /home/user/<ipython-input-10-5d56b303a66c> in <module>() |
|
733 | 733 | ----> 1 dview.execute('1/0') |
|
734 | 734 | |
|
735 | 735 | /path/to/site-packages/IPython/parallel/client/view.pyc in execute(self, code, targets, block) |
|
736 | 736 | 591 default: self.block |
|
737 | 737 | 592 """ |
|
738 | 738 | --> 593 return self._really_apply(util._execute, args=(code,), block=block, targets=targets) |
|
739 | 739 | 594 |
|
740 | 740 | 595 def run(self, filename, targets=None, block=None): |
|
741 | 741 | |
|
742 | 742 | /home/user/<string> in _really_apply(self, f, args, kwargs, targets, block, track) |
|
743 | 743 | |
|
744 | 744 | /path/to/site-packages/IPython/parallel/client/view.pyc in sync_results(f, self, *args, **kwargs) |
|
745 | 745 | 55 def sync_results(f, self, *args, **kwargs): |
|
746 | 746 | 56 """sync relevant results from self.client to our results attribute.""" |
|
747 | 747 | ---> 57 ret = f(self, *args, **kwargs) |
|
748 | 748 | 58 delta = self.outstanding.difference(self.client.outstanding) |
|
749 | 749 | 59 completed = self.outstanding.intersection(delta) |
|
750 | 750 | |
|
751 | 751 | /home/user/<string> in _really_apply(self, f, args, kwargs, targets, block, track) |
|
752 | 752 | |
|
753 | 753 | /path/to/site-packages/IPython/parallel/client/view.pyc in save_ids(f, self, *args, **kwargs) |
|
754 | 754 | 44 n_previous = len(self.client.history) |
|
755 | 755 | 45 try: |
|
756 | 756 | ---> 46 ret = f(self, *args, **kwargs) |
|
757 | 757 | 47 finally: |
|
758 | 758 | 48 nmsgs = len(self.client.history) - n_previous |
|
759 | 759 | |
|
760 | 760 | /path/to/site-packages/IPython/parallel/client/view.pyc in _really_apply(self, f, args, kwargs, targets, block, track) |
|
761 | 761 | 529 if block: |
|
762 | 762 | 530 try: |
|
763 | 763 | --> 531 return ar.get() |
|
764 | 764 | 532 except KeyboardInterrupt: |
|
765 | 765 | 533 pass |
|
766 | 766 | |
|
767 | 767 | /path/to/site-packages/IPython/parallel/client/asyncresult.pyc in get(self, timeout) |
|
768 | 768 | 101 return self._result |
|
769 | 769 | 102 else: |
|
770 | 770 | --> 103 raise self._exception |
|
771 | 771 | 104 else: |
|
772 | 772 | 105 raise error.TimeoutError("Result not ready.") |
|
773 | 773 | |
|
774 | 774 | CompositeError: one or more exceptions from call to method: _execute |
|
775 | 775 | [0:apply]: ZeroDivisionError: integer division or modulo by zero |
|
776 | 776 | [1:apply]: ZeroDivisionError: integer division or modulo by zero |
|
777 | 777 | [2:apply]: ZeroDivisionError: integer division or modulo by zero |
|
778 | 778 | [3:apply]: ZeroDivisionError: integer division or modulo by zero |
|
779 | 779 | |
|
780 | 780 | In [82]: %debug |
|
781 | 781 | > /path/to/site-packages/IPython/parallel/client/asyncresult.py(103)get() |
|
782 | 782 | 102 else: |
|
783 | 783 | --> 103 raise self._exception |
|
784 | 784 | 104 else: |
|
785 | 785 | |
|
786 | 786 | # With the debugger running, self._exception is the exceptions instance. We can tab complete |
|
787 | 787 | # on it and see the extra methods that are available. |
|
788 | 788 | ipdb> self._exception.<tab> |
|
789 | 789 | e.__class__ e.__getitem__ e.__new__ e.__setstate__ e.args |
|
790 | 790 | e.__delattr__ e.__getslice__ e.__reduce__ e.__str__ e.elist |
|
791 | 791 | e.__dict__ e.__hash__ e.__reduce_ex__ e.__weakref__ e.message |
|
792 | 792 | e.__doc__ e.__init__ e.__repr__ e._get_engine_str e.print_tracebacks |
|
793 | 793 | e.__getattribute__ e.__module__ e.__setattr__ e._get_traceback e.raise_exception |
|
794 | 794 | ipdb> self._exception.print_tracebacks() |
|
795 | 795 | [0:apply]: |
|
796 | 796 | Traceback (most recent call last): |
|
797 | 797 | File "/path/to/site-packages/IPython/parallel/engine/streamkernel.py", line 330, in apply_request |
|
798 | 798 | exec code in working,working |
|
799 | 799 | File "<string>", line 1, in <module> |
|
800 | 800 | File "/path/to/site-packages/IPython/parallel/util.py", line 354, in _execute |
|
801 | 801 | exec code in globals() |
|
802 | 802 | File "<string>", line 1, in <module> |
|
803 | 803 | ZeroDivisionError: integer division or modulo by zero |
|
804 | 804 | |
|
805 | 805 | |
|
806 | 806 | [1:apply]: |
|
807 | 807 | Traceback (most recent call last): |
|
808 | 808 | File "/path/to/site-packages/IPython/parallel/engine/streamkernel.py", line 330, in apply_request |
|
809 | 809 | exec code in working,working |
|
810 | 810 | File "<string>", line 1, in <module> |
|
811 | 811 | File "/path/to/site-packages/IPython/parallel/util.py", line 354, in _execute |
|
812 | 812 | exec code in globals() |
|
813 | 813 | File "<string>", line 1, in <module> |
|
814 | 814 | ZeroDivisionError: integer division or modulo by zero |
|
815 | 815 | |
|
816 | 816 | |
|
817 | 817 | [2:apply]: |
|
818 | 818 | Traceback (most recent call last): |
|
819 | 819 | File "/path/to/site-packages/IPython/parallel/engine/streamkernel.py", line 330, in apply_request |
|
820 | 820 | exec code in working,working |
|
821 | 821 | File "<string>", line 1, in <module> |
|
822 | 822 | File "/path/to/site-packages/IPython/parallel/util.py", line 354, in _execute |
|
823 | 823 | exec code in globals() |
|
824 | 824 | File "<string>", line 1, in <module> |
|
825 | 825 | ZeroDivisionError: integer division or modulo by zero |
|
826 | 826 | |
|
827 | 827 | |
|
828 | 828 | [3:apply]: |
|
829 | 829 | Traceback (most recent call last): |
|
830 | 830 | File "/path/to/site-packages/IPython/parallel/engine/streamkernel.py", line 330, in apply_request |
|
831 | 831 | exec code in working,working |
|
832 | 832 | File "<string>", line 1, in <module> |
|
833 | 833 | File "/path/to/site-packages/IPython/parallel/util.py", line 354, in _execute |
|
834 | 834 | exec code in globals() |
|
835 | 835 | File "<string>", line 1, in <module> |
|
836 | 836 | ZeroDivisionError: integer division or modulo by zero |
|
837 | 837 | |
|
838 | 838 | |
|
839 | 839 | All of this same error handling magic even works in non-blocking mode: |
|
840 | 840 | |
|
841 | 841 | .. sourcecode:: ipython |
|
842 | 842 | |
|
843 | 843 | In [83]: dview.block=False |
|
844 | 844 | |
|
845 | 845 | In [84]: ar = dview.execute('1/0') |
|
846 | 846 | |
|
847 | 847 | In [85]: ar.get() |
|
848 | 848 | --------------------------------------------------------------------------- |
|
849 | 849 | CompositeError Traceback (most recent call last) |
|
850 | 850 | /home/user/<ipython-input-21-8531eb3d26fb> in <module>() |
|
851 | 851 | ----> 1 ar.get() |
|
852 | 852 | |
|
853 | 853 | /path/to/site-packages/IPython/parallel/client/asyncresult.pyc in get(self, timeout) |
|
854 | 854 | 101 return self._result |
|
855 | 855 | 102 else: |
|
856 | 856 | --> 103 raise self._exception |
|
857 | 857 | 104 else: |
|
858 | 858 | 105 raise error.TimeoutError("Result not ready.") |
|
859 | 859 | |
|
860 | 860 | CompositeError: one or more exceptions from call to method: _execute |
|
861 | 861 | [0:apply]: ZeroDivisionError: integer division or modulo by zero |
|
862 | 862 | [1:apply]: ZeroDivisionError: integer division or modulo by zero |
|
863 | 863 | [2:apply]: ZeroDivisionError: integer division or modulo by zero |
|
864 | 864 | [3:apply]: ZeroDivisionError: integer division or modulo by zero |
|
865 | 865 |
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