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1 | 1 | .. _qtconsole: |
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2 | 2 | |
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3 | 3 | ========================= |
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4 | 4 | IPython as a QtGUI widget |
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5 | 5 | ========================= |
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6 | 6 | |
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7 | 7 | We now have a version of IPython, using the new two-process :ref:`ZeroMQ Kernel <ipythonzmq>`, |
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8 | 8 | running in a PyQt_ GUI. |
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9 | 9 | |
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10 | 10 | Overview |
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11 | 11 | ======== |
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12 | 12 | |
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13 | 13 | The Qt frontend has hand-coded emacs-style bindings for text navigation. This is not yet |
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14 | 14 | configurable. |
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15 | 15 | |
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16 | 16 | .. seealso:: |
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17 | 17 | |
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18 | 18 | :ref:`The original IPython-Qt project description. <ipython_qt>` |
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19 | 19 | |
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20 | 20 | ``%loadpy`` |
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21 | 21 | =========== |
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22 | 22 | |
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23 |
The ``%loadpy`` magic |
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23 | The new ``%loadpy`` magic takes any python | |
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24 | 24 | script (must end in '.py'), and pastes its contents as your next input, so you can edit it |
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25 | 25 | before executing. The script may be on your machine, but you can also specify a url, and |
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26 | 26 | it will download the script from the web. This is particularly useful for playing with |
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27 | 27 | examples from documentation, such as matplotlib. |
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28 | 28 | |
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29 | 29 | .. sourcecode:: ipython |
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30 | 30 | |
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31 | In [6]: %loadpy | |
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32 | http://matplotlib.sourceforge.net/plot_directive/mpl_examples/mplot3d/contour3d_demo.py | |
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31 | In [6]: %loadpy http://matplotlib.sourceforge.net/plot_directive/mpl_examples/mplot3d/contour3d_demo.py | |
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33 | 32 | |
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34 | 33 | In [7]: from mpl_toolkits.mplot3d import axes3d |
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35 | 34 | ...: import matplotlib.pyplot as plt |
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36 | 35 | ...: |
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37 | 36 | ...: fig = plt.figure() |
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38 | 37 | ...: ax = fig.add_subplot(111, projection='3d') |
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39 | 38 | ...: X, Y, Z = axes3d.get_test_data(0.05) |
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40 | 39 | ...: cset = ax.contour(X, Y, Z) |
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41 | 40 | ...: ax.clabel(cset, fontsize=9, inline=1) |
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42 | 41 | ...: |
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43 | 42 | ...: plt.show() |
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44 | 43 | |
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45 | 44 | Pylab |
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46 | 45 | ===== |
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47 | 46 | |
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48 | 47 | One of the most exciting features of the new console is embedded matplotlib figures. You |
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49 | 48 | can use any standard matplotlib GUI backend (Except native MacOSX) to draw the figures, |
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50 | 49 | and since there is now a two-process model, there is no longer a conflict between user |
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51 | 50 | input and the drawing eventloop. |
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52 | 51 | |
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53 | 52 | .. image:: figs/besselj.png |
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54 | 53 | :width: 519px |
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55 | 54 | |
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56 | 55 | .. pastefig: |
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57 | 56 | |
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58 | 57 | :func:`pastefig` |
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59 | 58 | **************** |
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60 | 59 | |
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61 | 60 | An additional function, :func:`pastefig`, will be added to the global namespace if you |
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62 | 61 | specify the ``pylab`` argument. This takes the active figures in matplotlib, and embeds |
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63 | 62 | them in your document. This is especially useful for saving_ your work. |
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64 | 63 | |
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65 | 64 | .. _inline: |
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66 | 65 | |
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67 | ``pylab=inline`` | |
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66 | ``--pylab=inline`` | |
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68 | 67 | ****************** |
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69 | 68 | |
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70 | 69 | If you want to have all of your figures embedded in your session, instead of calling |
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71 |
:func:`pastefig`, you can specify ``pylab=inline`` |
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72 | will show up in your document, as if you had called :func:`pastefig`. | |
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70 | :func:`pastefig`, you can specify ``--pylab=inline`` when you start the console, | |
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71 | and each time you make a plot, it will show up in your document, as if you had | |
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72 | called :func:`pastefig`. | |
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73 | 73 | |
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74 | 74 | |
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75 | 75 | .. _saving: |
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76 | 76 | |
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77 | 77 | Saving and Printing |
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78 | 78 | =================== |
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79 | 79 | |
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80 | 80 | IPythonQt has the ability to save your current session, as either HTML or XHTML. If you |
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81 | 81 | have been using :func:`pastefig` or inline_ pylab, your figures will be PNG |
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82 | 82 | in HTML, or inlined as SVG in XHTML. PNG images have the option to be either in an |
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83 | 83 | external folder, as in many browsers' "Webpage, Complete" option, or inlined as well, for |
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84 | 84 | a larger, but more portable file. |
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85 | 85 | |
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86 | 86 | The widget also exposes the ability to print directly, via the default print shortcut or |
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87 | 87 | context menu. |
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88 | 88 | |
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89 | 89 | |
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90 | 90 | .. Note:: |
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91 | 91 | |
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92 | 92 | Saving is only available to richtext Qt widgets, which are used by default, but |
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93 | 93 | if you pass the ``--plain`` flag, saving will not be available to you. |
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94 | 94 | |
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95 | 95 | |
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96 | 96 | See these examples of :download:`png/html<figs/jn.html>` and :download:`svg/xhtml |
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97 | 97 | <figs/jn.xhtml>` output. Note that syntax highlighting does not survive export. This is a known |
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98 | 98 | issue, and is being investigated. |
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99 | 99 | |
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100 | 100 | Colors and Highlighting |
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101 | 101 | ======================= |
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102 | 102 | |
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103 | 103 | Terminal IPython has always had some coloring, but never syntax highlighting. There are a |
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104 | 104 | few simple color choices, specified by the ``colors`` flag or ``%colors`` magic: |
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105 | 105 | |
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106 | 106 | * LightBG for light backgrounds |
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107 | 107 | * Linux for dark backgrounds |
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108 | 108 | * NoColor for a simple colorless terminal |
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109 | 109 | |
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110 | 110 | The Qt widget has full support for the ``colors`` flag used in the terminal shell. |
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111 | 111 | |
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112 | 112 | The Qt widget, however, has full syntax highlighting as you type, handled by the |
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113 | 113 | `pygments`_ library. The ``style`` argument exposes access to any style by name that can |
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114 | 114 | be found by pygments, and there are several already installed. The ``colors`` argument, |
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115 | 115 | if unspecified, will be guessed based on the chosen style. Similarly, there are default |
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116 | 116 | styles associated with each ``colors`` option. |
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117 | 117 | |
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118 | 118 | |
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119 | Screenshot of ``ipython qtconsole colors=linux``, which uses the 'monokai' theme by | |
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119 | Screenshot of ``ipython qtconsole --colors=linux``, which uses the 'monokai' theme by | |
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120 | 120 | default: |
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121 | 121 | |
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122 | 122 | .. image:: figs/colors_dark.png |
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123 | 123 | :width: 627px |
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124 | 124 | |
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125 | 125 | .. Note:: |
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126 | 126 | |
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127 | 127 | Calling ``ipython qtconsole -h`` will show all the style names that pygments can find |
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128 | 128 | on your system. |
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129 | 129 | |
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130 | 130 | You can also pass the filename of a custom CSS stylesheet, if you want to do your own |
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131 | 131 | coloring, via the ``stylesheet`` argument. The default LightBG stylesheet: |
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132 | 132 | |
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133 | 133 | .. sourcecode:: css |
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134 | 134 | |
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135 | 135 | QPlainTextEdit, QTextEdit { background-color: white; |
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136 | 136 | color: black ; |
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137 | 137 | selection-background-color: #ccc} |
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138 | 138 | .error { color: red; } |
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139 | 139 | .in-prompt { color: navy; } |
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140 | 140 | .in-prompt-number { font-weight: bold; } |
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141 | 141 | .out-prompt { color: darkred; } |
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142 | 142 | .out-prompt-number { font-weight: bold; } |
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143 | 143 | |
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144 | 144 | Fonts |
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145 | 145 | ===== |
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146 | 146 | |
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147 | 147 | The QtConsole has configurable via the ConsoleWidget. To change these, set the ``font_family`` |
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148 | 148 | or ``font_size`` traits of the ConsoleWidget. For instance, to use 9pt Anonymous Pro:: |
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149 | 149 | |
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150 | $> ipython qtconsole ConsoleWidget.font_family="Anonymous Pro" ConsoleWidget.font_size=9 | |
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150 | $> ipython qtconsole --ConsoleWidget.font_family="Anonymous Pro" --ConsoleWidget.font_size=9 | |
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151 | 151 | |
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152 | 152 | Process Management |
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153 | 153 | ================== |
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154 | 154 | |
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155 | 155 | With the two-process ZMQ model, the frontend does not block input during execution. This |
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156 | 156 | means that actions can be taken by the frontend while the Kernel is executing, or even |
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157 | 157 | after it crashes. The most basic such command is via 'Ctrl-.', which restarts the kernel. |
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158 | 158 | This can be done in the middle of a blocking execution. The frontend can also know, via a |
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159 | 159 | heartbeat mechanism, that the kernel has died. This means that the frontend can safely |
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160 | 160 | restart the kernel. |
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161 | 161 | |
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162 | 162 | Multiple Consoles |
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163 | 163 | ***************** |
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164 | 164 | |
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165 | 165 | Since the Kernel listens on the network, multiple frontends can connect to it. These |
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166 | 166 | do not have to all be qt frontends - any IPython frontend can connect and run code. |
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167 | 167 | When you start ipython qtconsole, there will be an output line, like:: |
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168 | 168 | |
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169 | 169 | To connect another client to this kernel, use: |
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170 | --external shell=62109 iopub=62110 stdin=62111 hb=62112 | |
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170 | --external --shell=62109 --iopub=62110 --stdin=62111 --hb=62112 | |
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171 | 171 | |
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172 | 172 | Other frontends can connect to your kernel, and share in the execution. This is great for |
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173 | 173 | collaboration. The `-e` flag is for 'external'. Starting other consoles with that flag |
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174 | 174 | will not try to start their own, but rather connect to yours. Ultimately, you will not |
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175 | 175 | have to specify each port individually, but for now this copy-paste method is best. |
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176 | 176 | |
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177 | 177 | By default (for security reasons), the kernel only listens on localhost, so you can only |
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178 | 178 | connect multiple frontends to the kernel from your local machine. You can specify to |
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179 | 179 | listen on an external interface by specifying the ``ip`` argument:: |
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180 | 180 | |
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181 | $> ipython qtconsole ip=192.168.1.123 | |
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181 | $> ipython qtconsole --ip=192.168.1.123 | |
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182 | 182 | |
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183 | 183 | If you specify the ip as 0.0.0.0, that refers to all interfaces, so any computer that can |
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184 | 184 | see yours can connect to the kernel. |
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185 | 185 | |
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186 | 186 | .. warning:: |
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187 | 187 | |
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188 | 188 | Since the ZMQ code currently has no security, listening on an external-facing IP |
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189 | 189 | is dangerous. You are giving any computer that can see you on the network the ability |
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190 | 190 | to issue arbitrary shell commands as you on your machine. Be very careful with this. |
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191 | 191 | |
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192 | 192 | |
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193 | 193 | Stopping Kernels and Consoles |
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194 | 194 | ***************************** |
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195 | 195 | |
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196 | 196 | Since there can be many consoles per kernel, the shutdown mechanism and dialog are |
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197 | 197 | probably more complicated than you are used to. Since you don't always want to shutdown a |
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198 | 198 | kernel when you close a window, you are given the option to just close the console window |
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199 | 199 | or also close the Kernel and *all other windows*. Note that this only refers to all other |
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200 | 200 | *local* windows, as remote Consoles are not allowed to shutdown the kernel, and shutdowns |
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201 | 201 | do not close Remote consoles (to allow for saving, etc.). |
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202 | 202 | |
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203 | 203 | Rules: |
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204 | 204 | |
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205 | 205 | * Restarting the kernel automatically clears all *local* Consoles, and prompts remote |
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206 | 206 | Consoles about the reset. |
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207 | 207 | * Shutdown closes all *local* Consoles, and notifies remotes that |
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208 | 208 | the Kernel has been shutdown. |
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209 | 209 | * Remote Consoles may not restart or shutdown the kernel. |
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210 | 210 | |
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211 | 211 | Qt and the QtConsole |
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212 | 212 | ==================== |
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213 | 213 | |
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214 | 214 | An important part of working with the QtConsole when you are writing your own Qt code is |
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215 | 215 | to remember that user code (in the kernel) is *not* in the same process as the frontend. |
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216 | 216 | This means that there is not necessarily any Qt code running in the kernel, and under most |
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217 | 217 | normal circumstances there isn't. If, however, you specify ``pylab=qt`` at the |
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218 | 218 | command-line, then there *will* be a :class:`QCoreApplication` instance running in the |
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219 | 219 | kernel process along with user-code. To get a reference to this application, do: |
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220 | 220 | |
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221 | 221 | .. sourcecode:: python |
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222 | 222 | |
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223 | 223 | from PyQt4 import QtCore |
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224 | 224 | app = QtCore.QCoreApplication.instance() |
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225 | 225 | # app will be None if there is no such instance |
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226 | 226 | |
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227 | 227 | A common problem listed in the PyQt4 Gotchas_ is the fact that Python's garbage collection |
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228 | 228 | will destroy Qt objects (Windows, etc.) once there is no longer a Python reference to |
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229 | 229 | them, so you have to hold on to them. For instance, in: |
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230 | 230 | |
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231 | 231 | .. sourcecode:: python |
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232 | 232 | |
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233 | 233 | def make_window(): |
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234 | 234 | win = QtGui.QMainWindow() |
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235 | 235 | |
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236 | 236 | def make_and_return_window(): |
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237 | 237 | win = QtGui.QMainWindow() |
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238 | 238 | return win |
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239 | 239 | |
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240 | 240 | :func:`make_window` will never draw a window, because garbage collection will destroy it |
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241 | 241 | before it is drawn, whereas :func:`make_and_return_window` lets the caller decide when the |
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242 | 242 | window object should be destroyed. If, as a developer, you know that you always want your |
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243 | 243 | objects to last as long as the process, you can attach them to the QApplication instance |
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244 | 244 | itself: |
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245 | 245 | |
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246 | 246 | .. sourcecode:: python |
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247 | 247 | |
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248 | 248 | # do this just once: |
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249 | 249 | app = QtCore.QCoreApplication.instance() |
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250 | 250 | app.references = set() |
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251 | 251 | # then when you create Windows, add them to the set |
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252 | 252 | def make_window(): |
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253 | 253 | win = QtGui.QMainWindow() |
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254 | 254 | app.references.add(win) |
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255 | 255 | |
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256 | 256 | Now the QApplication itself holds a reference to ``win``, so it will never be |
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257 | 257 | garbage collected until the application itself is destroyed. |
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258 | 258 | |
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259 | 259 | .. _Gotchas: http://www.riverbankcomputing.co.uk/static/Docs/PyQt4/html/gotchas.html#garbage-collection |
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260 | 260 | |
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261 | 261 | Regressions |
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262 | 262 | =========== |
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263 | 263 | |
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264 | 264 | There are some features, where the qt console lags behind the Terminal frontend. We hope |
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265 | 265 | to have these fixed by 0.11 release. |
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266 | 266 | |
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267 | 267 | * !cmd input: Due to our use of pexpect, we cannot pass input to subprocesses launched |
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268 | 268 | using the '!' escape. (this will not be fixed). |
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269 | 269 | |
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270 | 270 | .. [PyQt] PyQt4 http://www.riverbankcomputing.co.uk/software/pyqt/download |
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271 | 271 | .. [pygments] Pygments http://pygments.org/ |
@@ -1,1385 +1,1385 b'' | |||
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1 | 1 | ================= |
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2 | 2 | IPython reference |
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3 | 3 | ================= |
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4 | 4 | |
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5 | 5 | .. _command_line_options: |
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6 | 6 | |
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7 | 7 | Command-line usage |
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8 | 8 | ================== |
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9 | 9 | |
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10 | 10 | You start IPython with the command:: |
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11 | 11 | |
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12 | 12 | $ ipython [options] files |
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13 | 13 | |
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14 | 14 | If invoked with no options, it executes all the files listed in sequence |
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15 | 15 | and drops you into the interpreter while still acknowledging any options |
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16 | 16 | you may have set in your ipython_config.py. This behavior is different from |
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17 | 17 | standard Python, which when called as python -i will only execute one |
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18 | 18 | file and ignore your configuration setup. |
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19 | 19 | |
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20 | 20 | Please note that some of the configuration options are not available at |
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21 | 21 | the command line, simply because they are not practical here. Look into |
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22 | 22 | your ipythonrc configuration file for details on those. This file is typically |
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23 | 23 | installed in the IPYTHON_DIR directory. For Linux |
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24 | 24 | users, this will be $HOME/.config/ipython, and for other users it will be |
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25 | 25 | $HOME/.ipython. For Windows users, $HOME resolves to C:\\Documents and |
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26 | 26 | Settings\\YourUserName in most instances. |
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27 | 27 | |
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28 | 28 | |
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29 | 29 | Eventloop integration |
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30 | 30 | --------------------- |
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31 | 31 | |
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32 | 32 | Previously IPython had command line options for controlling GUI event loop |
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33 | 33 | integration (-gthread, -qthread, -q4thread, -wthread, -pylab). As of IPython |
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34 | 34 | version 0.11, these have been removed. Please see the new ``%gui`` |
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35 | 35 | magic command or :ref:`this section <gui_support>` for details on the new |
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36 | 36 | interface, or specify the gui at the commandline:: |
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37 | 37 | |
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38 | $ ipython gui=qt | |
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38 | $ ipython --gui=qt | |
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39 | 39 | |
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40 | 40 | |
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41 | 41 | Regular Options |
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42 | 42 | --------------- |
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43 | 43 | |
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44 | 44 | After the above threading options have been given, regular options can |
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45 | 45 | follow in any order. All options can be abbreviated to their shortest |
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46 | 46 | non-ambiguous form and are case-sensitive. One or two dashes can be |
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47 | 47 | used. Some options have an alternate short form, indicated after a ``|``. |
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48 | 48 | |
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49 | 49 | Most options can also be set from your ipythonrc configuration file. See |
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50 | 50 | the provided example for more details on what the options do. Options |
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51 | 51 | given at the command line override the values set in the ipythonrc file. |
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52 | 52 | |
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53 | 53 | All options with a [no] prepended can be specified in negated form |
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54 | 54 | (--no-option instead of --option) to turn the feature off. |
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55 | 55 | |
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56 | 56 | ``-h, --help`` print a help message and exit. |
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57 | 57 | |
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58 | 58 | ``--pylab, pylab=<name>`` |
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59 | 59 | See :ref:`Matplotlib support <matplotlib_support>` |
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60 | 60 | for more details. |
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61 | 61 | |
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62 | ``autocall=<val>`` | |
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62 | ``--autocall=<val>`` | |
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63 | 63 | Make IPython automatically call any callable object even if you |
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64 | 64 | didn't type explicit parentheses. For example, 'str 43' becomes |
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65 | 65 | 'str(43)' automatically. The value can be '0' to disable the feature, |
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66 | 66 | '1' for smart autocall, where it is not applied if there are no more |
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67 | 67 | arguments on the line, and '2' for full autocall, where all callable |
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68 | 68 | objects are automatically called (even if no arguments are |
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69 | 69 | present). The default is '1'. |
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70 | 70 | |
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71 | 71 | ``--[no-]autoindent`` |
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72 | 72 | Turn automatic indentation on/off. |
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73 | 73 | |
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74 | 74 | ``--[no-]automagic`` |
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75 | 75 | make magic commands automatic (without needing their first character |
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76 | 76 | to be %). Type %magic at the IPython prompt for more information. |
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77 | 77 | |
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78 | 78 | ``--[no-]autoedit_syntax`` |
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79 | 79 | When a syntax error occurs after editing a file, automatically |
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80 | 80 | open the file to the trouble causing line for convenient |
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81 | 81 | fixing. |
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82 | 82 | |
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83 | 83 | ``--[no-]banner`` |
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84 | 84 | Print the initial information banner (default on). |
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85 | 85 | |
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86 | ``c=<command>`` | |
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86 | ``--c=<command>`` | |
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87 | 87 | execute the given command string. This is similar to the -c |
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88 | 88 | option in the normal Python interpreter. |
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89 | 89 | |
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90 | ``cache_size=<n>`` | |
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90 | ``--cache_size=<n>`` | |
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91 | 91 | size of the output cache (maximum number of entries to hold in |
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92 | 92 | memory). The default is 1000, you can change it permanently in your |
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93 | 93 | config file. Setting it to 0 completely disables the caching system, |
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94 | 94 | and the minimum value accepted is 20 (if you provide a value less than |
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95 | 95 | 20, it is reset to 0 and a warning is issued) This limit is defined |
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96 | 96 | because otherwise you'll spend more time re-flushing a too small cache |
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97 | 97 | than working. |
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98 | 98 | |
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99 | 99 | ``--classic`` |
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100 | 100 | Gives IPython a similar feel to the classic Python |
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101 | 101 | prompt. |
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102 | 102 | |
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103 | ``colors=<scheme>`` | |
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103 | ``--colors=<scheme>`` | |
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104 | 104 | Color scheme for prompts and exception reporting. Currently |
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105 | 105 | implemented: NoColor, Linux and LightBG. |
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106 | 106 | |
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107 | 107 | ``--[no-]color_info`` |
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108 | 108 | IPython can display information about objects via a set of functions, |
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109 | 109 | and optionally can use colors for this, syntax highlighting source |
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110 | 110 | code and various other elements. However, because this information is |
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111 | 111 | passed through a pager (like 'less') and many pagers get confused with |
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112 | 112 | color codes, this option is off by default. You can test it and turn |
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113 | 113 | it on permanently in your ipythonrc file if it works for you. As a |
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114 | 114 | reference, the 'less' pager supplied with Mandrake 8.2 works ok, but |
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115 | 115 | that in RedHat 7.2 doesn't. |
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116 | 116 | |
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117 | 117 | Test it and turn it on permanently if it works with your |
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118 | 118 | system. The magic function %color_info allows you to toggle this |
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119 | 119 | interactively for testing. |
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120 | 120 | |
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121 | 121 | ``--[no-]debug`` |
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122 | 122 | Show information about the loading process. Very useful to pin down |
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123 | 123 | problems with your configuration files or to get details about |
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124 | 124 | session restores. |
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125 | 125 | |
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126 | 126 | ``--[no-]deep_reload`` |
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127 | 127 | IPython can use the deep_reload module which reloads changes in |
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128 | 128 | modules recursively (it replaces the reload() function, so you don't |
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129 | 129 | need to change anything to use it). deep_reload() forces a full |
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130 | 130 | reload of modules whose code may have changed, which the default |
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131 | 131 | reload() function does not. |
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132 | 132 | |
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133 | 133 | When deep_reload is off, IPython will use the normal reload(), |
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134 | 134 | but deep_reload will still be available as dreload(). This |
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135 | 135 | feature is off by default [which means that you have both |
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136 | 136 | normal reload() and dreload()]. |
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137 | 137 | |
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138 | ``editor=<name>`` | |
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138 | ``--editor=<name>`` | |
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139 | 139 | Which editor to use with the %edit command. By default, |
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140 | 140 | IPython will honor your EDITOR environment variable (if not |
|
141 | 141 | set, vi is the Unix default and notepad the Windows one). |
|
142 | 142 | Since this editor is invoked on the fly by IPython and is |
|
143 | 143 | meant for editing small code snippets, you may want to use a |
|
144 | 144 | small, lightweight editor here (in case your default EDITOR is |
|
145 | 145 | something like Emacs). |
|
146 | 146 | |
|
147 | ``ipython_dir=<name>`` | |
|
147 | ``--ipython_dir=<name>`` | |
|
148 | 148 | name of your IPython configuration directory IPYTHON_DIR. This |
|
149 | 149 | can also be specified through the environment variable |
|
150 | 150 | IPYTHON_DIR. |
|
151 | 151 | |
|
152 | ``logfile=<name>`` | |
|
152 | ``--logfile=<name>`` | |
|
153 | 153 | specify the name of your logfile. |
|
154 | 154 | |
|
155 | 155 | This implies ``%logstart`` at the beginning of your session |
|
156 | 156 | |
|
157 | 157 | generate a log file of all input. The file is named |
|
158 | 158 | ipython_log.py in your current directory (which prevents logs |
|
159 | 159 | from multiple IPython sessions from trampling each other). You |
|
160 | 160 | can use this to later restore a session by loading your |
|
161 | 161 | logfile with ``ipython --i ipython_log.py`` |
|
162 | 162 | |
|
163 | ``logplay=<name>`` | |
|
163 | ``--logplay=<name>`` | |
|
164 | 164 | |
|
165 | 165 | NOT AVAILABLE in 0.11 |
|
166 | 166 | |
|
167 | 167 | you can replay a previous log. For restoring a session as close as |
|
168 | 168 | possible to the state you left it in, use this option (don't just run |
|
169 | 169 | the logfile). With -logplay, IPython will try to reconstruct the |
|
170 | 170 | previous working environment in full, not just execute the commands in |
|
171 | 171 | the logfile. |
|
172 | 172 | |
|
173 | 173 | When a session is restored, logging is automatically turned on |
|
174 | 174 | again with the name of the logfile it was invoked with (it is |
|
175 | 175 | read from the log header). So once you've turned logging on for |
|
176 | 176 | a session, you can quit IPython and reload it as many times as |
|
177 | 177 | you want and it will continue to log its history and restore |
|
178 | 178 | from the beginning every time. |
|
179 | 179 | |
|
180 | 180 | Caveats: there are limitations in this option. The history |
|
181 | 181 | variables _i*,_* and _dh don't get restored properly. In the |
|
182 | 182 | future we will try to implement full session saving by writing |
|
183 | 183 | and retrieving a 'snapshot' of the memory state of IPython. But |
|
184 | 184 | our first attempts failed because of inherent limitations of |
|
185 | 185 | Python's Pickle module, so this may have to wait. |
|
186 | 186 | |
|
187 | 187 | ``--[no-]messages`` |
|
188 | 188 | Print messages which IPython collects about its startup |
|
189 | 189 | process (default on). |
|
190 | 190 | |
|
191 | 191 | ``--[no-]pdb`` |
|
192 | 192 | Automatically call the pdb debugger after every uncaught |
|
193 | 193 | exception. If you are used to debugging using pdb, this puts |
|
194 | 194 | you automatically inside of it after any call (either in |
|
195 | 195 | IPython or in code called by it) which triggers an exception |
|
196 | 196 | which goes uncaught. |
|
197 | 197 | |
|
198 | 198 | ``--[no-]pprint`` |
|
199 | 199 | ipython can optionally use the pprint (pretty printer) module |
|
200 | 200 | for displaying results. pprint tends to give a nicer display |
|
201 | 201 | of nested data structures. If you like it, you can turn it on |
|
202 | 202 | permanently in your config file (default off). |
|
203 | 203 | |
|
204 | ``profile=<name>`` | |
|
204 | ``--profile=<name>`` | |
|
205 | 205 | |
|
206 | 206 | Select the IPython profile by name. |
|
207 | 207 | |
|
208 | 208 | This is a quick way to keep and load multiple |
|
209 | 209 | config files for different tasks, especially if you use the |
|
210 | 210 | include option of config files. You can keep a basic |
|
211 | 211 | :file:`IPYTHON_DIR/profile_default/ipython_config.py` file |
|
212 | 212 | and then have other 'profiles' which |
|
213 | 213 | include this one and load extra things for particular |
|
214 | 214 | tasks. For example: |
|
215 | 215 | |
|
216 | 216 | 1. $IPYTHON_DIR/profile_default : load basic things you always want. |
|
217 | 217 | 2. $IPYTHON_DIR/profile_math : load (1) and basic math-related modules. |
|
218 | 218 | 3. $IPYTHON_DIR/profile_numeric : load (1) and Numeric and plotting modules. |
|
219 | 219 | |
|
220 | 220 | Since it is possible to create an endless loop by having |
|
221 | 221 | circular file inclusions, IPython will stop if it reaches 15 |
|
222 | 222 | recursive inclusions. |
|
223 | 223 | |
|
224 | 224 | ``InteractiveShell.prompt_in1=<string>`` |
|
225 | 225 | |
|
226 | 226 | Specify the string used for input prompts. Note that if you are using |
|
227 | 227 | numbered prompts, the number is represented with a '\#' in the |
|
228 | 228 | string. Don't forget to quote strings with spaces embedded in |
|
229 | 229 | them. Default: 'In [\#]:'. The :ref:`prompts section <prompts>` |
|
230 | 230 | discusses in detail all the available escapes to customize your |
|
231 | 231 | prompts. |
|
232 | 232 | |
|
233 | 233 | ``InteractiveShell.prompt_in2=<string>`` |
|
234 | 234 | Similar to the previous option, but used for the continuation |
|
235 | 235 | prompts. The special sequence '\D' is similar to '\#', but |
|
236 | 236 | with all digits replaced dots (so you can have your |
|
237 | 237 | continuation prompt aligned with your input prompt). Default: |
|
238 | 238 | ' .\D.:' (note three spaces at the start for alignment with |
|
239 | 239 | 'In [\#]'). |
|
240 | 240 | |
|
241 | 241 | ``InteractiveShell.prompt_out=<string>`` |
|
242 | 242 | String used for output prompts, also uses numbers like |
|
243 | 243 | prompt_in1. Default: 'Out[\#]:' |
|
244 | 244 | |
|
245 | 245 | ``--quick`` |
|
246 | 246 | start in bare bones mode (no config file loaded). |
|
247 | 247 | |
|
248 | 248 | ``config_file=<name>`` |
|
249 | 249 | name of your IPython resource configuration file. Normally |
|
250 | 250 | IPython loads ipython_config.py (from current directory) or |
|
251 | 251 | IPYTHON_DIR/profile_default. |
|
252 | 252 | |
|
253 | 253 | If the loading of your config file fails, IPython starts with |
|
254 | 254 | a bare bones configuration (no modules loaded at all). |
|
255 | 255 | |
|
256 | 256 | ``--[no-]readline`` |
|
257 | 257 | use the readline library, which is needed to support name |
|
258 | 258 | completion and command history, among other things. It is |
|
259 | 259 | enabled by default, but may cause problems for users of |
|
260 | 260 | X/Emacs in Python comint or shell buffers. |
|
261 | 261 | |
|
262 | 262 | Note that X/Emacs 'eterm' buffers (opened with M-x term) support |
|
263 | 263 | IPython's readline and syntax coloring fine, only 'emacs' (M-x |
|
264 | 264 | shell and C-c !) buffers do not. |
|
265 | 265 | |
|
266 | ``TerminalInteractiveShell.screen_length=<n>`` | |
|
266 | ``--TerminalInteractiveShell.screen_length=<n>`` | |
|
267 | 267 | number of lines of your screen. This is used to control |
|
268 | 268 | printing of very long strings. Strings longer than this number |
|
269 | 269 | of lines will be sent through a pager instead of directly |
|
270 | 270 | printed. |
|
271 | 271 | |
|
272 | 272 | The default value for this is 0, which means IPython will |
|
273 | 273 | auto-detect your screen size every time it needs to print certain |
|
274 | 274 | potentially long strings (this doesn't change the behavior of the |
|
275 | 275 | 'print' keyword, it's only triggered internally). If for some |
|
276 | 276 | reason this isn't working well (it needs curses support), specify |
|
277 | 277 | it yourself. Otherwise don't change the default. |
|
278 | 278 | |
|
279 | ``TerminalInteractiveShell.separate_in=<string>`` | |
|
279 | ``--TerminalInteractiveShell.separate_in=<string>`` | |
|
280 | 280 | |
|
281 | 281 | separator before input prompts. |
|
282 | 282 | Default: '\n' |
|
283 | 283 | |
|
284 | ``TerminalInteractiveShell.separate_out=<string>`` | |
|
284 | ``--TerminalInteractiveShell.separate_out=<string>`` | |
|
285 | 285 | separator before output prompts. |
|
286 | 286 | Default: nothing. |
|
287 | 287 | |
|
288 | ``TerminalInteractiveShell.separate_out2=<string>`` | |
|
288 | ``--TerminalInteractiveShell.separate_out2=<string>`` | |
|
289 | 289 | separator after output prompts. |
|
290 | 290 | Default: nothing. |
|
291 | 291 | For these three options, use the value 0 to specify no separator. |
|
292 | 292 | |
|
293 | 293 | ``--nosep`` |
|
294 | 294 | shorthand for setting the above separators to empty strings. |
|
295 | 295 | |
|
296 | 296 | Simply removes all input/output separators. |
|
297 | 297 | |
|
298 | 298 | ``--init`` |
|
299 | 299 | allows you to initialize a profile dir for configuration when you |
|
300 | 300 | install a new version of IPython or want to use a new profile. |
|
301 | 301 | Since new versions may include new command line options or example |
|
302 | 302 | files, this copies updated config files. Note that you should probably |
|
303 | 303 | use %upgrade instead,it's a safer alternative. |
|
304 | 304 | |
|
305 | 305 | ``--version`` print version information and exit. |
|
306 | 306 | |
|
307 | ``xmode=<modename>`` | |
|
307 | ``--xmode=<modename>`` | |
|
308 | 308 | |
|
309 | 309 | Mode for exception reporting. |
|
310 | 310 | |
|
311 | 311 | Valid modes: Plain, Context and Verbose. |
|
312 | 312 | |
|
313 | 313 | * Plain: similar to python's normal traceback printing. |
|
314 | 314 | * Context: prints 5 lines of context source code around each |
|
315 | 315 | line in the traceback. |
|
316 | 316 | * Verbose: similar to Context, but additionally prints the |
|
317 | 317 | variables currently visible where the exception happened |
|
318 | 318 | (shortening their strings if too long). This can potentially be |
|
319 | 319 | very slow, if you happen to have a huge data structure whose |
|
320 | 320 | string representation is complex to compute. Your computer may |
|
321 | 321 | appear to freeze for a while with cpu usage at 100%. If this |
|
322 | 322 | occurs, you can cancel the traceback with Ctrl-C (maybe hitting it |
|
323 | 323 | more than once). |
|
324 | 324 | |
|
325 | 325 | Interactive use |
|
326 | 326 | =============== |
|
327 | 327 | |
|
328 | 328 | IPython is meant to work as a drop-in |
|
329 | 329 | replacement for the standard interactive interpreter. As such, any code |
|
330 | 330 | which is valid python should execute normally under IPython (cases where |
|
331 | 331 | this is not true should be reported as bugs). It does, however, offer |
|
332 | 332 | many features which are not available at a standard python prompt. What |
|
333 | 333 | follows is a list of these. |
|
334 | 334 | |
|
335 | 335 | |
|
336 | 336 | Caution for Windows users |
|
337 | 337 | ------------------------- |
|
338 | 338 | |
|
339 | 339 | Windows, unfortunately, uses the '\\' character as a path |
|
340 | 340 | separator. This is a terrible choice, because '\\' also represents the |
|
341 | 341 | escape character in most modern programming languages, including |
|
342 | 342 | Python. For this reason, using '/' character is recommended if you |
|
343 | 343 | have problems with ``\``. However, in Windows commands '/' flags |
|
344 | 344 | options, so you can not use it for the root directory. This means that |
|
345 | 345 | paths beginning at the root must be typed in a contrived manner like: |
|
346 | 346 | ``%copy \opt/foo/bar.txt \tmp`` |
|
347 | 347 | |
|
348 | 348 | .. _magic: |
|
349 | 349 | |
|
350 | 350 | Magic command system |
|
351 | 351 | -------------------- |
|
352 | 352 | |
|
353 | 353 | IPython will treat any line whose first character is a % as a special |
|
354 | 354 | call to a 'magic' function. These allow you to control the behavior of |
|
355 | 355 | IPython itself, plus a lot of system-type features. They are all |
|
356 | 356 | prefixed with a % character, but parameters are given without |
|
357 | 357 | parentheses or quotes. |
|
358 | 358 | |
|
359 | 359 | Example: typing ``%cd mydir`` changes your working directory to 'mydir', if it |
|
360 | 360 | exists. |
|
361 | 361 | |
|
362 | 362 | If you have 'automagic' enabled (as it by default), you don't need |
|
363 | 363 | to type in the % explicitly. IPython will scan its internal list of |
|
364 | 364 | magic functions and call one if it exists. With automagic on you can |
|
365 | 365 | then just type ``cd mydir`` to go to directory 'mydir'. The automagic |
|
366 | 366 | system has the lowest possible precedence in name searches, so defining |
|
367 | 367 | an identifier with the same name as an existing magic function will |
|
368 | 368 | shadow it for automagic use. You can still access the shadowed magic |
|
369 | 369 | function by explicitly using the % character at the beginning of the line. |
|
370 | 370 | |
|
371 | 371 | An example (with automagic on) should clarify all this: |
|
372 | 372 | |
|
373 | 373 | .. sourcecode:: ipython |
|
374 | 374 | |
|
375 | 375 | In [1]: cd ipython # %cd is called by automagic |
|
376 | 376 | |
|
377 | 377 | /home/fperez/ipython |
|
378 | 378 | |
|
379 | 379 | In [2]: cd=1 # now cd is just a variable |
|
380 | 380 | |
|
381 | 381 | In [3]: cd .. # and doesn't work as a function anymore |
|
382 | 382 | |
|
383 | 383 | ------------------------------ |
|
384 | 384 | |
|
385 | 385 | File "<console>", line 1 |
|
386 | 386 | |
|
387 | 387 | cd .. |
|
388 | 388 | |
|
389 | 389 | ^ |
|
390 | 390 | |
|
391 | 391 | SyntaxError: invalid syntax |
|
392 | 392 | |
|
393 | 393 | In [4]: %cd .. # but %cd always works |
|
394 | 394 | |
|
395 | 395 | /home/fperez |
|
396 | 396 | |
|
397 | 397 | In [5]: del cd # if you remove the cd variable |
|
398 | 398 | |
|
399 | 399 | In [6]: cd ipython # automagic can work again |
|
400 | 400 | |
|
401 | 401 | /home/fperez/ipython |
|
402 | 402 | |
|
403 | 403 | You can define your own magic functions to extend the system. The |
|
404 | 404 | following example defines a new magic command, %impall: |
|
405 | 405 | |
|
406 | 406 | .. sourcecode:: python |
|
407 | 407 | |
|
408 | 408 | ip = get_ipython() |
|
409 | 409 | |
|
410 | 410 | def doimp(self, arg): |
|
411 | 411 | |
|
412 | 412 | ip = self.api |
|
413 | 413 | |
|
414 | 414 | ip.ex("import %s; reload(%s); from %s import *" % ( |
|
415 | 415 | |
|
416 | 416 | arg,arg,arg) |
|
417 | 417 | |
|
418 | 418 | ) |
|
419 | 419 | |
|
420 | 420 | ip.expose_magic('impall', doimp) |
|
421 | 421 | |
|
422 | 422 | Type %magic for more information, including a list of all available |
|
423 | 423 | magic functions at any time and their docstrings. You can also type |
|
424 | 424 | %magic_function_name? (see sec. 6.4 <#sec:dyn-object-info> for |
|
425 | 425 | information on the '?' system) to get information about any particular |
|
426 | 426 | magic function you are interested in. |
|
427 | 427 | |
|
428 | 428 | The API documentation for the :mod:`IPython.core.magic` module contains the full |
|
429 | 429 | docstrings of all currently available magic commands. |
|
430 | 430 | |
|
431 | 431 | |
|
432 | 432 | Access to the standard Python help |
|
433 | 433 | ---------------------------------- |
|
434 | 434 | |
|
435 | 435 | As of Python 2.1, a help system is available with access to object docstrings |
|
436 | 436 | and the Python manuals. Simply type 'help' (no quotes) to access it. You can |
|
437 | 437 | also type help(object) to obtain information about a given object, and |
|
438 | 438 | help('keyword') for information on a keyword. As noted :ref:`here |
|
439 | 439 | <accessing_help>`, you need to properly configure your environment variable |
|
440 | 440 | PYTHONDOCS for this feature to work correctly. |
|
441 | 441 | |
|
442 | 442 | .. _dynamic_object_info: |
|
443 | 443 | |
|
444 | 444 | Dynamic object information |
|
445 | 445 | -------------------------- |
|
446 | 446 | |
|
447 | 447 | Typing ?word or word? prints detailed information about an object. If |
|
448 | 448 | certain strings in the object are too long (docstrings, code, etc.) they |
|
449 | 449 | get snipped in the center for brevity. This system gives access variable |
|
450 | 450 | types and values, full source code for any object (if available), |
|
451 | 451 | function prototypes and other useful information. |
|
452 | 452 | |
|
453 | 453 | Typing ??word or word?? gives access to the full information without |
|
454 | 454 | snipping long strings. Long strings are sent to the screen through the |
|
455 | 455 | less pager if longer than the screen and printed otherwise. On systems |
|
456 | 456 | lacking the less command, IPython uses a very basic internal pager. |
|
457 | 457 | |
|
458 | 458 | The following magic functions are particularly useful for gathering |
|
459 | 459 | information about your working environment. You can get more details by |
|
460 | 460 | typing %magic or querying them individually (use %function_name? with or |
|
461 | 461 | without the %), this is just a summary: |
|
462 | 462 | |
|
463 | 463 | * **%pdoc <object>**: Print (or run through a pager if too long) the |
|
464 | 464 | docstring for an object. If the given object is a class, it will |
|
465 | 465 | print both the class and the constructor docstrings. |
|
466 | 466 | * **%pdef <object>**: Print the definition header for any callable |
|
467 | 467 | object. If the object is a class, print the constructor information. |
|
468 | 468 | * **%psource <object>**: Print (or run through a pager if too long) |
|
469 | 469 | the source code for an object. |
|
470 | 470 | * **%pfile <object>**: Show the entire source file where an object was |
|
471 | 471 | defined via a pager, opening it at the line where the object |
|
472 | 472 | definition begins. |
|
473 | 473 | * **%who/%whos**: These functions give information about identifiers |
|
474 | 474 | you have defined interactively (not things you loaded or defined |
|
475 | 475 | in your configuration files). %who just prints a list of |
|
476 | 476 | identifiers and %whos prints a table with some basic details about |
|
477 | 477 | each identifier. |
|
478 | 478 | |
|
479 | 479 | Note that the dynamic object information functions (?/??, %pdoc, %pfile, |
|
480 | 480 | %pdef, %psource) give you access to documentation even on things which |
|
481 | 481 | are not really defined as separate identifiers. Try for example typing |
|
482 | 482 | {}.get? or after doing import os, type os.path.abspath??. |
|
483 | 483 | |
|
484 | 484 | |
|
485 | 485 | .. _readline: |
|
486 | 486 | |
|
487 | 487 | Readline-based features |
|
488 | 488 | ----------------------- |
|
489 | 489 | |
|
490 | 490 | These features require the GNU readline library, so they won't work if |
|
491 | 491 | your Python installation lacks readline support. We will first describe |
|
492 | 492 | the default behavior IPython uses, and then how to change it to suit |
|
493 | 493 | your preferences. |
|
494 | 494 | |
|
495 | 495 | |
|
496 | 496 | Command line completion |
|
497 | 497 | +++++++++++++++++++++++ |
|
498 | 498 | |
|
499 | 499 | At any time, hitting TAB will complete any available python commands or |
|
500 | 500 | variable names, and show you a list of the possible completions if |
|
501 | 501 | there's no unambiguous one. It will also complete filenames in the |
|
502 | 502 | current directory if no python names match what you've typed so far. |
|
503 | 503 | |
|
504 | 504 | |
|
505 | 505 | Search command history |
|
506 | 506 | ++++++++++++++++++++++ |
|
507 | 507 | |
|
508 | 508 | IPython provides two ways for searching through previous input and thus |
|
509 | 509 | reduce the need for repetitive typing: |
|
510 | 510 | |
|
511 | 511 | 1. Start typing, and then use Ctrl-p (previous,up) and Ctrl-n |
|
512 | 512 | (next,down) to search through only the history items that match |
|
513 | 513 | what you've typed so far. If you use Ctrl-p/Ctrl-n at a blank |
|
514 | 514 | prompt, they just behave like normal arrow keys. |
|
515 | 515 | 2. Hit Ctrl-r: opens a search prompt. Begin typing and the system |
|
516 | 516 | searches your history for lines that contain what you've typed so |
|
517 | 517 | far, completing as much as it can. |
|
518 | 518 | |
|
519 | 519 | |
|
520 | 520 | Persistent command history across sessions |
|
521 | 521 | ++++++++++++++++++++++++++++++++++++++++++ |
|
522 | 522 | |
|
523 | 523 | IPython will save your input history when it leaves and reload it next |
|
524 | 524 | time you restart it. By default, the history file is named |
|
525 | 525 | $IPYTHON_DIR/profile_<name>/history.sqlite. This allows you to keep |
|
526 | 526 | separate histories related to various tasks: commands related to |
|
527 | 527 | numerical work will not be clobbered by a system shell history, for |
|
528 | 528 | example. |
|
529 | 529 | |
|
530 | 530 | |
|
531 | 531 | Autoindent |
|
532 | 532 | ++++++++++ |
|
533 | 533 | |
|
534 | 534 | IPython can recognize lines ending in ':' and indent the next line, |
|
535 | 535 | while also un-indenting automatically after 'raise' or 'return'. |
|
536 | 536 | |
|
537 | 537 | This feature uses the readline library, so it will honor your ~/.inputrc |
|
538 | 538 | configuration (or whatever file your INPUTRC variable points to). Adding |
|
539 | 539 | the following lines to your .inputrc file can make indenting/unindenting |
|
540 | 540 | more convenient (M-i indents, M-u unindents):: |
|
541 | 541 | |
|
542 | 542 | $if Python |
|
543 | 543 | "\M-i": " " |
|
544 | 544 | "\M-u": "\d\d\d\d" |
|
545 | 545 | $endif |
|
546 | 546 | |
|
547 | 547 | Note that there are 4 spaces between the quote marks after "M-i" above. |
|
548 | 548 | |
|
549 | 549 | .. warning:: |
|
550 | 550 | |
|
551 | 551 | Setting the above indents will cause problems with unicode text entry in the terminal. |
|
552 | 552 | |
|
553 | 553 | .. warning:: |
|
554 | 554 | |
|
555 | 555 | Autoindent is ON by default, but it can cause problems with |
|
556 | 556 | the pasting of multi-line indented code (the pasted code gets |
|
557 | 557 | re-indented on each line). A magic function %autoindent allows you to |
|
558 | 558 | toggle it on/off at runtime. You can also disable it permanently on in |
|
559 | 559 | your :file:`ipython_config.py` file (set TerminalInteractiveShell.autoindent=False). |
|
560 | 560 | |
|
561 | 561 | If you want to paste multiple lines, it is recommended that you use ``%paste``. |
|
562 | 562 | |
|
563 | 563 | |
|
564 | 564 | Customizing readline behavior |
|
565 | 565 | +++++++++++++++++++++++++++++ |
|
566 | 566 | |
|
567 | 567 | All these features are based on the GNU readline library, which has an |
|
568 | 568 | extremely customizable interface. Normally, readline is configured via a |
|
569 | 569 | file which defines the behavior of the library; the details of the |
|
570 | 570 | syntax for this can be found in the readline documentation available |
|
571 | 571 | with your system or on the Internet. IPython doesn't read this file (if |
|
572 | 572 | it exists) directly, but it does support passing to readline valid |
|
573 | 573 | options via a simple interface. In brief, you can customize readline by |
|
574 | 574 | setting the following options in your ipythonrc configuration file (note |
|
575 | 575 | that these options can not be specified at the command line): |
|
576 | 576 | |
|
577 | 577 | * **readline_parse_and_bind**: this option can appear as many times as |
|
578 | 578 | you want, each time defining a string to be executed via a |
|
579 | 579 | readline.parse_and_bind() command. The syntax for valid commands |
|
580 | 580 | of this kind can be found by reading the documentation for the GNU |
|
581 | 581 | readline library, as these commands are of the kind which readline |
|
582 | 582 | accepts in its configuration file. |
|
583 | 583 | * **readline_remove_delims**: a string of characters to be removed |
|
584 | 584 | from the default word-delimiters list used by readline, so that |
|
585 | 585 | completions may be performed on strings which contain them. Do not |
|
586 | 586 | change the default value unless you know what you're doing. |
|
587 | 587 | * **readline_omit__names**: when tab-completion is enabled, hitting |
|
588 | 588 | <tab> after a '.' in a name will complete all attributes of an |
|
589 | 589 | object, including all the special methods whose names include |
|
590 | 590 | double underscores (like __getitem__ or __class__). If you'd |
|
591 | 591 | rather not see these names by default, you can set this option to |
|
592 | 592 | 1. Note that even when this option is set, you can still see those |
|
593 | 593 | names by explicitly typing a _ after the period and hitting <tab>: |
|
594 | 594 | 'name._<tab>' will always complete attribute names starting with '_'. |
|
595 | 595 | |
|
596 | 596 | This option is off by default so that new users see all |
|
597 | 597 | attributes of any objects they are dealing with. |
|
598 | 598 | |
|
599 | 599 | You will find the default values along with a corresponding detailed |
|
600 | 600 | explanation in your ipythonrc file. |
|
601 | 601 | |
|
602 | 602 | |
|
603 | 603 | Session logging and restoring |
|
604 | 604 | ----------------------------- |
|
605 | 605 | |
|
606 | 606 | You can log all input from a session either by starting IPython with the |
|
607 | 607 | command line switche ``logfile=foo.py`` (see :ref:`here <command_line_options>`) |
|
608 | 608 | or by activating the logging at any moment with the magic function %logstart. |
|
609 | 609 | |
|
610 | 610 | Log files can later be reloaded by running them as scripts and IPython |
|
611 | 611 | will attempt to 'replay' the log by executing all the lines in it, thus |
|
612 | 612 | restoring the state of a previous session. This feature is not quite |
|
613 | 613 | perfect, but can still be useful in many cases. |
|
614 | 614 | |
|
615 | 615 | The log files can also be used as a way to have a permanent record of |
|
616 | 616 | any code you wrote while experimenting. Log files are regular text files |
|
617 | 617 | which you can later open in your favorite text editor to extract code or |
|
618 | 618 | to 'clean them up' before using them to replay a session. |
|
619 | 619 | |
|
620 | 620 | The %logstart function for activating logging in mid-session is used as |
|
621 | 621 | follows: |
|
622 | 622 | |
|
623 | 623 | %logstart [log_name [log_mode]] |
|
624 | 624 | |
|
625 | 625 | If no name is given, it defaults to a file named 'ipython_log.py' in your |
|
626 | 626 | current working directory, in 'rotate' mode (see below). |
|
627 | 627 | |
|
628 | 628 | '%logstart name' saves to file 'name' in 'backup' mode. It saves your |
|
629 | 629 | history up to that point and then continues logging. |
|
630 | 630 | |
|
631 | 631 | %logstart takes a second optional parameter: logging mode. This can be |
|
632 | 632 | one of (note that the modes are given unquoted): |
|
633 | 633 | |
|
634 | 634 | * [over:] overwrite existing log_name. |
|
635 | 635 | * [backup:] rename (if exists) to log_name~ and start log_name. |
|
636 | 636 | * [append:] well, that says it. |
|
637 | 637 | * [rotate:] create rotating logs log_name.1~, log_name.2~, etc. |
|
638 | 638 | |
|
639 | 639 | The %logoff and %logon functions allow you to temporarily stop and |
|
640 | 640 | resume logging to a file which had previously been started with |
|
641 | 641 | %logstart. They will fail (with an explanation) if you try to use them |
|
642 | 642 | before logging has been started. |
|
643 | 643 | |
|
644 | 644 | .. _system_shell_access: |
|
645 | 645 | |
|
646 | 646 | System shell access |
|
647 | 647 | ------------------- |
|
648 | 648 | |
|
649 | 649 | Any input line beginning with a ! character is passed verbatim (minus |
|
650 | 650 | the !, of course) to the underlying operating system. For example, |
|
651 | 651 | typing !ls will run 'ls' in the current directory. |
|
652 | 652 | |
|
653 | 653 | Manual capture of command output |
|
654 | 654 | -------------------------------- |
|
655 | 655 | |
|
656 | 656 | If the input line begins with two exclamation marks, !!, the command is |
|
657 | 657 | executed but its output is captured and returned as a python list, split |
|
658 | 658 | on newlines. Any output sent by the subprocess to standard error is |
|
659 | 659 | printed separately, so that the resulting list only captures standard |
|
660 | 660 | output. The !! syntax is a shorthand for the %sx magic command. |
|
661 | 661 | |
|
662 | 662 | Finally, the %sc magic (short for 'shell capture') is similar to %sx, |
|
663 | 663 | but allowing more fine-grained control of the capture details, and |
|
664 | 664 | storing the result directly into a named variable. The direct use of |
|
665 | 665 | %sc is now deprecated, and you should ise the ``var = !cmd`` syntax |
|
666 | 666 | instead. |
|
667 | 667 | |
|
668 | 668 | IPython also allows you to expand the value of python variables when |
|
669 | 669 | making system calls. Any python variable or expression which you prepend |
|
670 | 670 | with $ will get expanded before the system call is made:: |
|
671 | 671 | |
|
672 | 672 | In [1]: pyvar='Hello world' |
|
673 | 673 | In [2]: !echo "A python variable: $pyvar" |
|
674 | 674 | A python variable: Hello world |
|
675 | 675 | |
|
676 | 676 | If you want the shell to actually see a literal $, you need to type it |
|
677 | 677 | twice:: |
|
678 | 678 | |
|
679 | 679 | In [3]: !echo "A system variable: $$HOME" |
|
680 | 680 | A system variable: /home/fperez |
|
681 | 681 | |
|
682 | 682 | You can pass arbitrary expressions, though you'll need to delimit them |
|
683 | 683 | with {} if there is ambiguity as to the extent of the expression:: |
|
684 | 684 | |
|
685 | 685 | In [5]: x=10 |
|
686 | 686 | In [6]: y=20 |
|
687 | 687 | In [13]: !echo $x+y |
|
688 | 688 | 10+y |
|
689 | 689 | In [7]: !echo ${x+y} |
|
690 | 690 | 30 |
|
691 | 691 | |
|
692 | 692 | Even object attributes can be expanded:: |
|
693 | 693 | |
|
694 | 694 | In [12]: !echo $sys.argv |
|
695 | 695 | [/home/fperez/usr/bin/ipython] |
|
696 | 696 | |
|
697 | 697 | |
|
698 | 698 | System command aliases |
|
699 | 699 | ---------------------- |
|
700 | 700 | |
|
701 | 701 | The %alias magic function and the alias option in the ipythonrc |
|
702 | 702 | configuration file allow you to define magic functions which are in fact |
|
703 | 703 | system shell commands. These aliases can have parameters. |
|
704 | 704 | |
|
705 | 705 | '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd' |
|
706 | 706 | |
|
707 | 707 | Then, typing '%alias_name params' will execute the system command 'cmd |
|
708 | 708 | params' (from your underlying operating system). |
|
709 | 709 | |
|
710 | 710 | You can also define aliases with parameters using %s specifiers (one per |
|
711 | 711 | parameter). The following example defines the %parts function as an |
|
712 | 712 | alias to the command 'echo first %s second %s' where each %s will be |
|
713 | 713 | replaced by a positional parameter to the call to %parts:: |
|
714 | 714 | |
|
715 | 715 | In [1]: alias parts echo first %s second %s |
|
716 | 716 | In [2]: %parts A B |
|
717 | 717 | first A second B |
|
718 | 718 | In [3]: %parts A |
|
719 | 719 | Incorrect number of arguments: 2 expected. |
|
720 | 720 | parts is an alias to: 'echo first %s second %s' |
|
721 | 721 | |
|
722 | 722 | If called with no parameters, %alias prints the table of currently |
|
723 | 723 | defined aliases. |
|
724 | 724 | |
|
725 | 725 | The %rehash/rehashx magics allow you to load your entire $PATH as |
|
726 | 726 | ipython aliases. See their respective docstrings (or sec. 6.2 |
|
727 | 727 | <#sec:magic> for further details). |
|
728 | 728 | |
|
729 | 729 | |
|
730 | 730 | .. _dreload: |
|
731 | 731 | |
|
732 | 732 | Recursive reload |
|
733 | 733 | ---------------- |
|
734 | 734 | |
|
735 | 735 | The dreload function does a recursive reload of a module: changes made |
|
736 | 736 | to the module since you imported will actually be available without |
|
737 | 737 | having to exit. |
|
738 | 738 | |
|
739 | 739 | |
|
740 | 740 | Verbose and colored exception traceback printouts |
|
741 | 741 | ------------------------------------------------- |
|
742 | 742 | |
|
743 | 743 | IPython provides the option to see very detailed exception tracebacks, |
|
744 | 744 | which can be especially useful when debugging large programs. You can |
|
745 | 745 | run any Python file with the %run function to benefit from these |
|
746 | 746 | detailed tracebacks. Furthermore, both normal and verbose tracebacks can |
|
747 | 747 | be colored (if your terminal supports it) which makes them much easier |
|
748 | 748 | to parse visually. |
|
749 | 749 | |
|
750 | 750 | See the magic xmode and colors functions for details (just type %magic). |
|
751 | 751 | |
|
752 | 752 | These features are basically a terminal version of Ka-Ping Yee's cgitb |
|
753 | 753 | module, now part of the standard Python library. |
|
754 | 754 | |
|
755 | 755 | |
|
756 | 756 | .. _input_caching: |
|
757 | 757 | |
|
758 | 758 | Input caching system |
|
759 | 759 | -------------------- |
|
760 | 760 | |
|
761 | 761 | IPython offers numbered prompts (In/Out) with input and output caching |
|
762 | 762 | (also referred to as 'input history'). All input is saved and can be |
|
763 | 763 | retrieved as variables (besides the usual arrow key recall), in |
|
764 | 764 | addition to the %rep magic command that brings a history entry |
|
765 | 765 | up for editing on the next command line. |
|
766 | 766 | |
|
767 | 767 | The following GLOBAL variables always exist (so don't overwrite them!): |
|
768 | 768 | _i: stores previous input. _ii: next previous. _iii: next-next previous. |
|
769 | 769 | _ih : a list of all input _ih[n] is the input from line n and this list |
|
770 | 770 | is aliased to the global variable In. If you overwrite In with a |
|
771 | 771 | variable of your own, you can remake the assignment to the internal list |
|
772 | 772 | with a simple 'In=_ih'. |
|
773 | 773 | |
|
774 | 774 | Additionally, global variables named _i<n> are dynamically created (<n> |
|
775 | 775 | being the prompt counter), such that |
|
776 | 776 | _i<n> == _ih[<n>] == In[<n>]. |
|
777 | 777 | |
|
778 | 778 | For example, what you typed at prompt 14 is available as _i14, _ih[14] |
|
779 | 779 | and In[14]. |
|
780 | 780 | |
|
781 | 781 | This allows you to easily cut and paste multi line interactive prompts |
|
782 | 782 | by printing them out: they print like a clean string, without prompt |
|
783 | 783 | characters. You can also manipulate them like regular variables (they |
|
784 | 784 | are strings), modify or exec them (typing 'exec _i9' will re-execute the |
|
785 | 785 | contents of input prompt 9, 'exec In[9:14]+In[18]' will re-execute lines |
|
786 | 786 | 9 through 13 and line 18). |
|
787 | 787 | |
|
788 | 788 | You can also re-execute multiple lines of input easily by using the |
|
789 | 789 | magic %macro function (which automates the process and allows |
|
790 | 790 | re-execution without having to type 'exec' every time). The macro system |
|
791 | 791 | also allows you to re-execute previous lines which include magic |
|
792 | 792 | function calls (which require special processing). Type %macro? or see |
|
793 | 793 | sec. 6.2 <#sec:magic> for more details on the macro system. |
|
794 | 794 | |
|
795 | 795 | A history function %hist allows you to see any part of your input |
|
796 | 796 | history by printing a range of the _i variables. |
|
797 | 797 | |
|
798 | 798 | You can also search ('grep') through your history by typing |
|
799 | 799 | '%hist -g somestring'. This also searches through the so called *shadow history*, |
|
800 | 800 | which remembers all the commands (apart from multiline code blocks) |
|
801 | 801 | you have ever entered. Handy for searching for svn/bzr URL's, IP adrresses |
|
802 | 802 | etc. You can bring shadow history entries listed by '%hist -g' up for editing |
|
803 | 803 | (or re-execution by just pressing ENTER) with %rep command. Shadow history |
|
804 | 804 | entries are not available as _iNUMBER variables, and they are identified by |
|
805 | 805 | the '0' prefix in %hist -g output. That is, history entry 12 is a normal |
|
806 | 806 | history entry, but 0231 is a shadow history entry. |
|
807 | 807 | |
|
808 | 808 | Shadow history was added because the readline history is inherently very |
|
809 | 809 | unsafe - if you have multiple IPython sessions open, the last session |
|
810 | 810 | to close will overwrite the history of previountly closed session. Likewise, |
|
811 | 811 | if a crash occurs, history is never saved, whereas shadow history entries |
|
812 | 812 | are added after entering every command (so a command executed |
|
813 | 813 | in another IPython session is immediately available in other IPython |
|
814 | 814 | sessions that are open). |
|
815 | 815 | |
|
816 | 816 | To conserve space, a command can exist in shadow history only once - it doesn't |
|
817 | 817 | make sense to store a common line like "cd .." a thousand times. The idea is |
|
818 | 818 | mainly to provide a reliable place where valuable, hard-to-remember commands can |
|
819 | 819 | always be retrieved, as opposed to providing an exact sequence of commands |
|
820 | 820 | you have entered in actual order. |
|
821 | 821 | |
|
822 | 822 | Because shadow history has all the commands you have ever executed, |
|
823 | 823 | time taken by %hist -g will increase oven time. If it ever starts to take |
|
824 | 824 | too long (or it ends up containing sensitive information like passwords), |
|
825 | 825 | clear the shadow history by `%clear shadow_nuke`. |
|
826 | 826 | |
|
827 | 827 | Time taken to add entries to shadow history should be negligible, but |
|
828 | 828 | in any case, if you start noticing performance degradation after using |
|
829 | 829 | IPython for a long time (or running a script that floods the shadow history!), |
|
830 | 830 | you can 'compress' the shadow history by executing |
|
831 | 831 | `%clear shadow_compress`. In practice, this should never be necessary |
|
832 | 832 | in normal use. |
|
833 | 833 | |
|
834 | 834 | .. _output_caching: |
|
835 | 835 | |
|
836 | 836 | Output caching system |
|
837 | 837 | --------------------- |
|
838 | 838 | |
|
839 | 839 | For output that is returned from actions, a system similar to the input |
|
840 | 840 | cache exists but using _ instead of _i. Only actions that produce a |
|
841 | 841 | result (NOT assignments, for example) are cached. If you are familiar |
|
842 | 842 | with Mathematica, IPython's _ variables behave exactly like |
|
843 | 843 | Mathematica's % variables. |
|
844 | 844 | |
|
845 | 845 | The following GLOBAL variables always exist (so don't overwrite them!): |
|
846 | 846 | |
|
847 | 847 | * [_] (a single underscore) : stores previous output, like Python's |
|
848 | 848 | default interpreter. |
|
849 | 849 | * [__] (two underscores): next previous. |
|
850 | 850 | * [___] (three underscores): next-next previous. |
|
851 | 851 | |
|
852 | 852 | Additionally, global variables named _<n> are dynamically created (<n> |
|
853 | 853 | being the prompt counter), such that the result of output <n> is always |
|
854 | 854 | available as _<n> (don't use the angle brackets, just the number, e.g. |
|
855 | 855 | _21). |
|
856 | 856 | |
|
857 | 857 | These global variables are all stored in a global dictionary (not a |
|
858 | 858 | list, since it only has entries for lines which returned a result) |
|
859 | 859 | available under the names _oh and Out (similar to _ih and In). So the |
|
860 | 860 | output from line 12 can be obtained as _12, Out[12] or _oh[12]. If you |
|
861 | 861 | accidentally overwrite the Out variable you can recover it by typing |
|
862 | 862 | 'Out=_oh' at the prompt. |
|
863 | 863 | |
|
864 | 864 | This system obviously can potentially put heavy memory demands on your |
|
865 | 865 | system, since it prevents Python's garbage collector from removing any |
|
866 | 866 | previously computed results. You can control how many results are kept |
|
867 | 867 | in memory with the option (at the command line or in your ipythonrc |
|
868 | 868 | file) cache_size. If you set it to 0, the whole system is completely |
|
869 | 869 | disabled and the prompts revert to the classic '>>>' of normal Python. |
|
870 | 870 | |
|
871 | 871 | |
|
872 | 872 | Directory history |
|
873 | 873 | ----------------- |
|
874 | 874 | |
|
875 | 875 | Your history of visited directories is kept in the global list _dh, and |
|
876 | 876 | the magic %cd command can be used to go to any entry in that list. The |
|
877 | 877 | %dhist command allows you to view this history. Do ``cd -<TAB`` to |
|
878 | 878 | conveniently view the directory history. |
|
879 | 879 | |
|
880 | 880 | |
|
881 | 881 | Automatic parentheses and quotes |
|
882 | 882 | -------------------------------- |
|
883 | 883 | |
|
884 | 884 | These features were adapted from Nathan Gray's LazyPython. They are |
|
885 | 885 | meant to allow less typing for common situations. |
|
886 | 886 | |
|
887 | 887 | |
|
888 | 888 | Automatic parentheses |
|
889 | 889 | --------------------- |
|
890 | 890 | |
|
891 | 891 | Callable objects (i.e. functions, methods, etc) can be invoked like this |
|
892 | 892 | (notice the commas between the arguments):: |
|
893 | 893 | |
|
894 | 894 | >>> callable_ob arg1, arg2, arg3 |
|
895 | 895 | |
|
896 | 896 | and the input will be translated to this:: |
|
897 | 897 | |
|
898 | 898 | -> callable_ob(arg1, arg2, arg3) |
|
899 | 899 | |
|
900 | 900 | You can force automatic parentheses by using '/' as the first character |
|
901 | 901 | of a line. For example:: |
|
902 | 902 | |
|
903 | 903 | >>> /globals # becomes 'globals()' |
|
904 | 904 | |
|
905 | 905 | Note that the '/' MUST be the first character on the line! This won't work:: |
|
906 | 906 | |
|
907 | 907 | >>> print /globals # syntax error |
|
908 | 908 | |
|
909 | 909 | In most cases the automatic algorithm should work, so you should rarely |
|
910 | 910 | need to explicitly invoke /. One notable exception is if you are trying |
|
911 | 911 | to call a function with a list of tuples as arguments (the parenthesis |
|
912 | 912 | will confuse IPython):: |
|
913 | 913 | |
|
914 | 914 | In [1]: zip (1,2,3),(4,5,6) # won't work |
|
915 | 915 | |
|
916 | 916 | but this will work:: |
|
917 | 917 | |
|
918 | 918 | In [2]: /zip (1,2,3),(4,5,6) |
|
919 | 919 | ---> zip ((1,2,3),(4,5,6)) |
|
920 | 920 | Out[2]= [(1, 4), (2, 5), (3, 6)] |
|
921 | 921 | |
|
922 | 922 | IPython tells you that it has altered your command line by displaying |
|
923 | 923 | the new command line preceded by ->. e.g.:: |
|
924 | 924 | |
|
925 | 925 | In [18]: callable list |
|
926 | 926 | ----> callable (list) |
|
927 | 927 | |
|
928 | 928 | |
|
929 | 929 | Automatic quoting |
|
930 | 930 | ----------------- |
|
931 | 931 | |
|
932 | 932 | You can force automatic quoting of a function's arguments by using ',' |
|
933 | 933 | or ';' as the first character of a line. For example:: |
|
934 | 934 | |
|
935 | 935 | >>> ,my_function /home/me # becomes my_function("/home/me") |
|
936 | 936 | |
|
937 | 937 | If you use ';' instead, the whole argument is quoted as a single string |
|
938 | 938 | (while ',' splits on whitespace):: |
|
939 | 939 | |
|
940 | 940 | >>> ,my_function a b c # becomes my_function("a","b","c") |
|
941 | 941 | |
|
942 | 942 | >>> ;my_function a b c # becomes my_function("a b c") |
|
943 | 943 | |
|
944 | 944 | Note that the ',' or ';' MUST be the first character on the line! This |
|
945 | 945 | won't work:: |
|
946 | 946 | |
|
947 | 947 | >>> x = ,my_function /home/me # syntax error |
|
948 | 948 | |
|
949 | 949 | IPython as your default Python environment |
|
950 | 950 | ========================================== |
|
951 | 951 | |
|
952 | 952 | Python honors the environment variable PYTHONSTARTUP and will execute at |
|
953 | 953 | startup the file referenced by this variable. If you put at the end of |
|
954 | 954 | this file the following two lines of code:: |
|
955 | 955 | |
|
956 | 956 | from IPython.frontend.terminal.ipapp import launch_new_instance |
|
957 | 957 | launch_new_instance() |
|
958 | 958 | raise SystemExit |
|
959 | 959 | |
|
960 | 960 | then IPython will be your working environment anytime you start Python. |
|
961 | 961 | The ``raise SystemExit`` is needed to exit Python when |
|
962 | 962 | it finishes, otherwise you'll be back at the normal Python '>>>' |
|
963 | 963 | prompt. |
|
964 | 964 | |
|
965 | 965 | This is probably useful to developers who manage multiple Python |
|
966 | 966 | versions and don't want to have correspondingly multiple IPython |
|
967 | 967 | versions. Note that in this mode, there is no way to pass IPython any |
|
968 | 968 | command-line options, as those are trapped first by Python itself. |
|
969 | 969 | |
|
970 | 970 | .. _Embedding: |
|
971 | 971 | |
|
972 | 972 | Embedding IPython |
|
973 | 973 | ================= |
|
974 | 974 | |
|
975 | 975 | It is possible to start an IPython instance inside your own Python |
|
976 | 976 | programs. This allows you to evaluate dynamically the state of your |
|
977 | 977 | code, operate with your variables, analyze them, etc. Note however that |
|
978 | 978 | any changes you make to values while in the shell do not propagate back |
|
979 | 979 | to the running code, so it is safe to modify your values because you |
|
980 | 980 | won't break your code in bizarre ways by doing so. |
|
981 | 981 | |
|
982 | 982 | This feature allows you to easily have a fully functional python |
|
983 | 983 | environment for doing object introspection anywhere in your code with a |
|
984 | 984 | simple function call. In some cases a simple print statement is enough, |
|
985 | 985 | but if you need to do more detailed analysis of a code fragment this |
|
986 | 986 | feature can be very valuable. |
|
987 | 987 | |
|
988 | 988 | It can also be useful in scientific computing situations where it is |
|
989 | 989 | common to need to do some automatic, computationally intensive part and |
|
990 | 990 | then stop to look at data, plots, etc. |
|
991 | 991 | Opening an IPython instance will give you full access to your data and |
|
992 | 992 | functions, and you can resume program execution once you are done with |
|
993 | 993 | the interactive part (perhaps to stop again later, as many times as |
|
994 | 994 | needed). |
|
995 | 995 | |
|
996 | 996 | The following code snippet is the bare minimum you need to include in |
|
997 | 997 | your Python programs for this to work (detailed examples follow later):: |
|
998 | 998 | |
|
999 | 999 | from IPython import embed |
|
1000 | 1000 | |
|
1001 | 1001 | embed() # this call anywhere in your program will start IPython |
|
1002 | 1002 | |
|
1003 | 1003 | You can run embedded instances even in code which is itself being run at |
|
1004 | 1004 | the IPython interactive prompt with '%run <filename>'. Since it's easy |
|
1005 | 1005 | to get lost as to where you are (in your top-level IPython or in your |
|
1006 | 1006 | embedded one), it's a good idea in such cases to set the in/out prompts |
|
1007 | 1007 | to something different for the embedded instances. The code examples |
|
1008 | 1008 | below illustrate this. |
|
1009 | 1009 | |
|
1010 | 1010 | You can also have multiple IPython instances in your program and open |
|
1011 | 1011 | them separately, for example with different options for data |
|
1012 | 1012 | presentation. If you close and open the same instance multiple times, |
|
1013 | 1013 | its prompt counters simply continue from each execution to the next. |
|
1014 | 1014 | |
|
1015 | 1015 | Please look at the docstrings in the :mod:`~IPython.frontend.terminal.embed` |
|
1016 | 1016 | module for more details on the use of this system. |
|
1017 | 1017 | |
|
1018 | 1018 | The following sample file illustrating how to use the embedding |
|
1019 | 1019 | functionality is provided in the examples directory as example-embed.py. |
|
1020 | 1020 | It should be fairly self-explanatory: |
|
1021 | 1021 | |
|
1022 | 1022 | .. literalinclude:: ../../examples/core/example-embed.py |
|
1023 | 1023 | :language: python |
|
1024 | 1024 | |
|
1025 | 1025 | Once you understand how the system functions, you can use the following |
|
1026 | 1026 | code fragments in your programs which are ready for cut and paste: |
|
1027 | 1027 | |
|
1028 | 1028 | .. literalinclude:: ../../examples/core/example-embed-short.py |
|
1029 | 1029 | :language: python |
|
1030 | 1030 | |
|
1031 | 1031 | Using the Python debugger (pdb) |
|
1032 | 1032 | =============================== |
|
1033 | 1033 | |
|
1034 | 1034 | Running entire programs via pdb |
|
1035 | 1035 | ------------------------------- |
|
1036 | 1036 | |
|
1037 | 1037 | pdb, the Python debugger, is a powerful interactive debugger which |
|
1038 | 1038 | allows you to step through code, set breakpoints, watch variables, |
|
1039 | 1039 | etc. IPython makes it very easy to start any script under the control |
|
1040 | 1040 | of pdb, regardless of whether you have wrapped it into a 'main()' |
|
1041 | 1041 | function or not. For this, simply type '%run -d myscript' at an |
|
1042 | 1042 | IPython prompt. See the %run command's documentation (via '%run?' or |
|
1043 | 1043 | in Sec. magic_ for more details, including how to control where pdb |
|
1044 | 1044 | will stop execution first. |
|
1045 | 1045 | |
|
1046 | 1046 | For more information on the use of the pdb debugger, read the included |
|
1047 | 1047 | pdb.doc file (part of the standard Python distribution). On a stock |
|
1048 | 1048 | Linux system it is located at /usr/lib/python2.3/pdb.doc, but the |
|
1049 | 1049 | easiest way to read it is by using the help() function of the pdb module |
|
1050 | 1050 | as follows (in an IPython prompt):: |
|
1051 | 1051 | |
|
1052 | 1052 | In [1]: import pdb |
|
1053 | 1053 | In [2]: pdb.help() |
|
1054 | 1054 | |
|
1055 | 1055 | This will load the pdb.doc document in a file viewer for you automatically. |
|
1056 | 1056 | |
|
1057 | 1057 | |
|
1058 | 1058 | Automatic invocation of pdb on exceptions |
|
1059 | 1059 | ----------------------------------------- |
|
1060 | 1060 | |
|
1061 | 1061 | IPython, if started with the -pdb option (or if the option is set in |
|
1062 | 1062 | your rc file) can call the Python pdb debugger every time your code |
|
1063 | 1063 | triggers an uncaught exception. This feature |
|
1064 | 1064 | can also be toggled at any time with the %pdb magic command. This can be |
|
1065 | 1065 | extremely useful in order to find the origin of subtle bugs, because pdb |
|
1066 | 1066 | opens up at the point in your code which triggered the exception, and |
|
1067 | 1067 | while your program is at this point 'dead', all the data is still |
|
1068 | 1068 | available and you can walk up and down the stack frame and understand |
|
1069 | 1069 | the origin of the problem. |
|
1070 | 1070 | |
|
1071 | 1071 | Furthermore, you can use these debugging facilities both with the |
|
1072 | 1072 | embedded IPython mode and without IPython at all. For an embedded shell |
|
1073 | 1073 | (see sec. Embedding_), simply call the constructor with |
|
1074 | 1074 | '--pdb' in the argument string and automatically pdb will be called if an |
|
1075 | 1075 | uncaught exception is triggered by your code. |
|
1076 | 1076 | |
|
1077 | 1077 | For stand-alone use of the feature in your programs which do not use |
|
1078 | 1078 | IPython at all, put the following lines toward the top of your 'main' |
|
1079 | 1079 | routine:: |
|
1080 | 1080 | |
|
1081 | 1081 | import sys |
|
1082 | 1082 | from IPython.core import ultratb |
|
1083 | 1083 | sys.excepthook = ultratb.FormattedTB(mode='Verbose', |
|
1084 | 1084 | color_scheme='Linux', call_pdb=1) |
|
1085 | 1085 | |
|
1086 | 1086 | The mode keyword can be either 'Verbose' or 'Plain', giving either very |
|
1087 | 1087 | detailed or normal tracebacks respectively. The color_scheme keyword can |
|
1088 | 1088 | be one of 'NoColor', 'Linux' (default) or 'LightBG'. These are the same |
|
1089 | 1089 | options which can be set in IPython with -colors and -xmode. |
|
1090 | 1090 | |
|
1091 | 1091 | This will give any of your programs detailed, colored tracebacks with |
|
1092 | 1092 | automatic invocation of pdb. |
|
1093 | 1093 | |
|
1094 | 1094 | |
|
1095 | 1095 | Extensions for syntax processing |
|
1096 | 1096 | ================================ |
|
1097 | 1097 | |
|
1098 | 1098 | This isn't for the faint of heart, because the potential for breaking |
|
1099 | 1099 | things is quite high. But it can be a very powerful and useful feature. |
|
1100 | 1100 | In a nutshell, you can redefine the way IPython processes the user input |
|
1101 | 1101 | line to accept new, special extensions to the syntax without needing to |
|
1102 | 1102 | change any of IPython's own code. |
|
1103 | 1103 | |
|
1104 | 1104 | In the IPython/extensions directory you will find some examples |
|
1105 | 1105 | supplied, which we will briefly describe now. These can be used 'as is' |
|
1106 | 1106 | (and both provide very useful functionality), or you can use them as a |
|
1107 | 1107 | starting point for writing your own extensions. |
|
1108 | 1108 | |
|
1109 | 1109 | |
|
1110 | 1110 | Pasting of code starting with '>>> ' or '... ' |
|
1111 | 1111 | ---------------------------------------------- |
|
1112 | 1112 | |
|
1113 | 1113 | In the python tutorial it is common to find code examples which have |
|
1114 | 1114 | been taken from real python sessions. The problem with those is that all |
|
1115 | 1115 | the lines begin with either '>>> ' or '... ', which makes it impossible |
|
1116 | 1116 | to paste them all at once. One must instead do a line by line manual |
|
1117 | 1117 | copying, carefully removing the leading extraneous characters. |
|
1118 | 1118 | |
|
1119 | 1119 | This extension identifies those starting characters and removes them |
|
1120 | 1120 | from the input automatically, so that one can paste multi-line examples |
|
1121 | 1121 | directly into IPython, saving a lot of time. Please look at the file |
|
1122 | 1122 | InterpreterPasteInput.py in the IPython/extensions directory for details |
|
1123 | 1123 | on how this is done. |
|
1124 | 1124 | |
|
1125 | 1125 | IPython comes with a special profile enabling this feature, called |
|
1126 | 1126 | tutorial. Simply start IPython via 'ipython -p tutorial' and the feature |
|
1127 | 1127 | will be available. In a normal IPython session you can activate the |
|
1128 | 1128 | feature by importing the corresponding module with: |
|
1129 | 1129 | In [1]: import IPython.extensions.InterpreterPasteInput |
|
1130 | 1130 | |
|
1131 | 1131 | The following is a 'screenshot' of how things work when this extension |
|
1132 | 1132 | is on, copying an example from the standard tutorial:: |
|
1133 | 1133 | |
|
1134 | 1134 | IPython profile: tutorial |
|
1135 | 1135 | |
|
1136 | 1136 | *** Pasting of code with ">>>" or "..." has been enabled. |
|
1137 | 1137 | |
|
1138 | 1138 | In [1]: >>> def fib2(n): # return Fibonacci series up to n |
|
1139 | 1139 | ...: ... """Return a list containing the Fibonacci series up to |
|
1140 | 1140 | n.""" |
|
1141 | 1141 | ...: ... result = [] |
|
1142 | 1142 | ...: ... a, b = 0, 1 |
|
1143 | 1143 | ...: ... while b < n: |
|
1144 | 1144 | ...: ... result.append(b) # see below |
|
1145 | 1145 | ...: ... a, b = b, a+b |
|
1146 | 1146 | ...: ... return result |
|
1147 | 1147 | ...: |
|
1148 | 1148 | |
|
1149 | 1149 | In [2]: fib2(10) |
|
1150 | 1150 | Out[2]: [1, 1, 2, 3, 5, 8] |
|
1151 | 1151 | |
|
1152 | 1152 | Note that as currently written, this extension does not recognize |
|
1153 | 1153 | IPython's prompts for pasting. Those are more complicated, since the |
|
1154 | 1154 | user can change them very easily, they involve numbers and can vary in |
|
1155 | 1155 | length. One could however extract all the relevant information from the |
|
1156 | 1156 | IPython instance and build an appropriate regular expression. This is |
|
1157 | 1157 | left as an exercise for the reader. |
|
1158 | 1158 | |
|
1159 | 1159 | |
|
1160 | 1160 | Input of physical quantities with units |
|
1161 | 1161 | --------------------------------------- |
|
1162 | 1162 | |
|
1163 | 1163 | The module PhysicalQInput allows a simplified form of input for physical |
|
1164 | 1164 | quantities with units. This file is meant to be used in conjunction with |
|
1165 | 1165 | the PhysicalQInteractive module (in the same directory) and |
|
1166 | 1166 | Physics.PhysicalQuantities from Konrad Hinsen's ScientificPython |
|
1167 | 1167 | (http://dirac.cnrs-orleans.fr/ScientificPython/). |
|
1168 | 1168 | |
|
1169 | 1169 | The Physics.PhysicalQuantities module defines PhysicalQuantity objects, |
|
1170 | 1170 | but these must be declared as instances of a class. For example, to |
|
1171 | 1171 | define v as a velocity of 3 m/s, normally you would write:: |
|
1172 | 1172 | |
|
1173 | 1173 | In [1]: v = PhysicalQuantity(3,'m/s') |
|
1174 | 1174 | |
|
1175 | 1175 | Using the PhysicalQ_Input extension this can be input instead as: |
|
1176 | 1176 | In [1]: v = 3 m/s |
|
1177 | 1177 | which is much more convenient for interactive use (even though it is |
|
1178 | 1178 | blatantly invalid Python syntax). |
|
1179 | 1179 | |
|
1180 | 1180 | The physics profile supplied with IPython (enabled via 'ipython -p |
|
1181 | 1181 | physics') uses these extensions, which you can also activate with: |
|
1182 | 1182 | |
|
1183 | 1183 | from math import * # math MUST be imported BEFORE PhysicalQInteractive |
|
1184 | 1184 | from IPython.extensions.PhysicalQInteractive import * |
|
1185 | 1185 | import IPython.extensions.PhysicalQInput |
|
1186 | 1186 | |
|
1187 | 1187 | .. _gui_support: |
|
1188 | 1188 | |
|
1189 | 1189 | GUI event loop support support |
|
1190 | 1190 | ============================== |
|
1191 | 1191 | |
|
1192 | 1192 | .. versionadded:: 0.11 |
|
1193 | 1193 | The ``%gui`` magic and :mod:`IPython.lib.inputhook`. |
|
1194 | 1194 | |
|
1195 | 1195 | IPython has excellent support for working interactively with Graphical User |
|
1196 | 1196 | Interface (GUI) toolkits, such as wxPython, PyQt4, PyGTK and Tk. This is |
|
1197 | 1197 | implemented using Python's builtin ``PyOSInputHook`` hook. This implementation |
|
1198 | 1198 | is extremely robust compared to our previous threaded based version. The |
|
1199 | 1199 | advantages of this are: |
|
1200 | 1200 | |
|
1201 | 1201 | * GUIs can be enabled and disabled dynamically at runtime. |
|
1202 | 1202 | * The active GUI can be switched dynamically at runtime. |
|
1203 | 1203 | * In some cases, multiple GUIs can run simultaneously with no problems. |
|
1204 | 1204 | * There is a developer API in :mod:`IPython.lib.inputhook` for customizing |
|
1205 | 1205 | all of these things. |
|
1206 | 1206 | |
|
1207 | 1207 | For users, enabling GUI event loop integration is simple. You simple use the |
|
1208 | 1208 | ``%gui`` magic as follows:: |
|
1209 | 1209 | |
|
1210 | 1210 | %gui [-a] [GUINAME] |
|
1211 | 1211 | |
|
1212 | 1212 | With no arguments, ``%gui`` removes all GUI support. Valid ``GUINAME`` |
|
1213 | 1213 | arguments are ``wx``, ``qt4``, ``gtk`` and ``tk``. The ``-a`` option will |
|
1214 | 1214 | create and return a running application object for the selected GUI toolkit. |
|
1215 | 1215 | |
|
1216 | 1216 | Thus, to use wxPython interactively and create a running :class:`wx.App` |
|
1217 | 1217 | object, do:: |
|
1218 | 1218 | |
|
1219 | 1219 | %gui -a wx |
|
1220 | 1220 | |
|
1221 | 1221 | For information on IPython's Matplotlib integration (and the ``pylab`` mode) |
|
1222 | 1222 | see :ref:`this section <matplotlib_support>`. |
|
1223 | 1223 | |
|
1224 | 1224 | For developers that want to use IPython's GUI event loop integration in |
|
1225 | 1225 | the form of a library, these capabilities are exposed in library form |
|
1226 | 1226 | in the :mod:`IPython.lib.inputhook`. Interested developers should see the |
|
1227 | 1227 | module docstrings for more information, but there are a few points that |
|
1228 | 1228 | should be mentioned here. |
|
1229 | 1229 | |
|
1230 | 1230 | First, the ``PyOSInputHook`` approach only works in command line settings |
|
1231 | 1231 | where readline is activated. |
|
1232 | 1232 | |
|
1233 | 1233 | Second, when using the ``PyOSInputHook`` approach, a GUI application should |
|
1234 | 1234 | *not* start its event loop. Instead all of this is handled by the |
|
1235 | 1235 | ``PyOSInputHook``. This means that applications that are meant to be used both |
|
1236 | 1236 | in IPython and as standalone apps need to have special code to detects how the |
|
1237 | 1237 | application is being run. We highly recommend using IPython's |
|
1238 | 1238 | :func:`enable_foo` functions for this. Here is a simple example that shows the |
|
1239 | 1239 | recommended code that should be at the bottom of a wxPython using GUI |
|
1240 | 1240 | application:: |
|
1241 | 1241 | |
|
1242 | 1242 | try: |
|
1243 | 1243 | from IPython.lib.inputhook import enable_wx |
|
1244 | 1244 | enable_wx(app) |
|
1245 | 1245 | except ImportError: |
|
1246 | 1246 | app.MainLoop() |
|
1247 | 1247 | |
|
1248 | 1248 | This pattern should be used instead of the simple ``app.MainLoop()`` code |
|
1249 | 1249 | that a standalone wxPython application would have. |
|
1250 | 1250 | |
|
1251 | 1251 | Third, unlike previous versions of IPython, we no longer "hijack" (replace |
|
1252 | 1252 | them with no-ops) the event loops. This is done to allow applications that |
|
1253 | 1253 | actually need to run the real event loops to do so. This is often needed to |
|
1254 | 1254 | process pending events at critical points. |
|
1255 | 1255 | |
|
1256 | 1256 | Finally, we also have a number of examples in our source directory |
|
1257 | 1257 | :file:`docs/examples/lib` that demonstrate these capabilities. |
|
1258 | 1258 | |
|
1259 | 1259 | PyQt and PySide |
|
1260 | 1260 | --------------- |
|
1261 | 1261 | |
|
1262 | 1262 | .. attempt at explanation of the complete mess that is Qt support |
|
1263 | 1263 | |
|
1264 | 1264 | When you use ``gui=qt`` or ``pylab=qt``, IPython can work with either |
|
1265 | 1265 | PyQt4 or PySide. There are three options for configuration here, because |
|
1266 | 1266 | PyQt4 has two APIs for QString and QVariant - v1, which is the default on |
|
1267 | 1267 | Python 2, and the more natural v2, which is the only API supported by PySide. |
|
1268 | 1268 | v2 is also the default for PyQt4 on Python 3. IPython's code for the QtConsole |
|
1269 | 1269 | uses v2, but you can still use any interface in your code, since the |
|
1270 | 1270 | Qt frontend is in a different process. |
|
1271 | 1271 | |
|
1272 | 1272 | The default will be to import PyQt4 without configuration of the APIs, thus |
|
1273 | 1273 | matching what most applications would expect. It will fall back of PySide if |
|
1274 | 1274 | PyQt4 is unavailable. |
|
1275 | 1275 | |
|
1276 | 1276 | If specified, IPython will respect the environment variable ``QT_API`` used |
|
1277 | 1277 | by ETS. ETS 4.0 also works with both PyQt4 and PySide, but it requires |
|
1278 | 1278 | PyQt4 to use its v2 API. So if ``QT_API=pyside`` PySide will be used, |
|
1279 | 1279 | and if ``QT_API=pyqt`` then PyQt4 will be used *with the v2 API* for |
|
1280 | 1280 | QString and QVariant, so ETS codes like MayaVi will also work with IPython. |
|
1281 | 1281 | |
|
1282 | 1282 | If you launch IPython in pylab mode with ``ipython pylab=qt``, then IPython |
|
1283 | 1283 | will ask matplotlib which Qt library to use (only if QT_API is *not set*), |
|
1284 | 1284 | via the 'backend.qt4' rcParam. |
|
1285 | 1285 | If matplotlib is version 1.0.1 or older, then IPython will always use PyQt4 |
|
1286 | 1286 | without setting the v2 APIs, since neither v2 PyQt nor PySide work. |
|
1287 | 1287 | |
|
1288 | 1288 | .. warning:: |
|
1289 | 1289 | |
|
1290 | 1290 | Note that this means for ETS 4 to work with PyQt4, ``QT_API`` *must* be set to |
|
1291 | 1291 | work with IPython's qt integration, because otherwise PyQt4 will be loaded in |
|
1292 | 1292 | an incompatible mode. |
|
1293 | 1293 | |
|
1294 | 1294 | It also means that you must *not* have ``QT_API`` set if you want to |
|
1295 | 1295 | use ``gui=qt`` with code that requires PyQt4 API v1. |
|
1296 | 1296 | |
|
1297 | 1297 | |
|
1298 | 1298 | |
|
1299 | 1299 | .. _matplotlib_support: |
|
1300 | 1300 | |
|
1301 | 1301 | Plotting with matplotlib |
|
1302 | 1302 | ======================== |
|
1303 | 1303 | |
|
1304 | 1304 | |
|
1305 | 1305 | `Matplotlib`_ provides high quality 2D and |
|
1306 | 1306 | 3D plotting for Python. Matplotlib can produce plots on screen using a variety |
|
1307 | 1307 | of GUI toolkits, including Tk, PyGTK, PyQt4 and wxPython. It also provides a |
|
1308 | 1308 | number of commands useful for scientific computing, all with a syntax |
|
1309 | 1309 | compatible with that of the popular Matlab program. |
|
1310 | 1310 | |
|
1311 | 1311 | Many IPython users have come to rely on IPython's ``-pylab`` mode which |
|
1312 | 1312 | automates the integration of Matplotlib with IPython. We are still in the |
|
1313 | 1313 | process of working with the Matplotlib developers to finalize the new pylab |
|
1314 | 1314 | API, but for now you can use Matplotlib interactively using the following |
|
1315 | 1315 | commands:: |
|
1316 | 1316 | |
|
1317 | 1317 | %gui -a wx |
|
1318 | 1318 | import matplotlib |
|
1319 | 1319 | matplotlib.use('wxagg') |
|
1320 | 1320 | from matplotlib import pylab |
|
1321 | 1321 | pylab.interactive(True) |
|
1322 | 1322 | |
|
1323 | 1323 | All of this will soon be automated as Matplotlib begins to include |
|
1324 | 1324 | new logic that uses our new GUI support. |
|
1325 | 1325 | |
|
1326 | 1326 | .. _Matplotlib: http://matplotlib.sourceforge.net |
|
1327 | 1327 | |
|
1328 | 1328 | .. _interactive_demos: |
|
1329 | 1329 | |
|
1330 | 1330 | Interactive demos with IPython |
|
1331 | 1331 | ============================== |
|
1332 | 1332 | |
|
1333 | 1333 | IPython ships with a basic system for running scripts interactively in |
|
1334 | 1334 | sections, useful when presenting code to audiences. A few tags embedded |
|
1335 | 1335 | in comments (so that the script remains valid Python code) divide a file |
|
1336 | 1336 | into separate blocks, and the demo can be run one block at a time, with |
|
1337 | 1337 | IPython printing (with syntax highlighting) the block before executing |
|
1338 | 1338 | it, and returning to the interactive prompt after each block. The |
|
1339 | 1339 | interactive namespace is updated after each block is run with the |
|
1340 | 1340 | contents of the demo's namespace. |
|
1341 | 1341 | |
|
1342 | 1342 | This allows you to show a piece of code, run it and then execute |
|
1343 | 1343 | interactively commands based on the variables just created. Once you |
|
1344 | 1344 | want to continue, you simply execute the next block of the demo. The |
|
1345 | 1345 | following listing shows the markup necessary for dividing a script into |
|
1346 | 1346 | sections for execution as a demo: |
|
1347 | 1347 | |
|
1348 | 1348 | .. literalinclude:: ../../examples/lib/example-demo.py |
|
1349 | 1349 | :language: python |
|
1350 | 1350 | |
|
1351 | 1351 | |
|
1352 | 1352 | In order to run a file as a demo, you must first make a Demo object out |
|
1353 | 1353 | of it. If the file is named myscript.py, the following code will make a |
|
1354 | 1354 | demo:: |
|
1355 | 1355 | |
|
1356 | 1356 | from IPython.lib.demo import Demo |
|
1357 | 1357 | |
|
1358 | 1358 | mydemo = Demo('myscript.py') |
|
1359 | 1359 | |
|
1360 | 1360 | This creates the mydemo object, whose blocks you run one at a time by |
|
1361 | 1361 | simply calling the object with no arguments. If you have autocall active |
|
1362 | 1362 | in IPython (the default), all you need to do is type:: |
|
1363 | 1363 | |
|
1364 | 1364 | mydemo |
|
1365 | 1365 | |
|
1366 | 1366 | and IPython will call it, executing each block. Demo objects can be |
|
1367 | 1367 | restarted, you can move forward or back skipping blocks, re-execute the |
|
1368 | 1368 | last block, etc. Simply use the Tab key on a demo object to see its |
|
1369 | 1369 | methods, and call '?' on them to see their docstrings for more usage |
|
1370 | 1370 | details. In addition, the demo module itself contains a comprehensive |
|
1371 | 1371 | docstring, which you can access via:: |
|
1372 | 1372 | |
|
1373 | 1373 | from IPython.lib import demo |
|
1374 | 1374 | |
|
1375 | 1375 | demo? |
|
1376 | 1376 | |
|
1377 | 1377 | Limitations: It is important to note that these demos are limited to |
|
1378 | 1378 | fairly simple uses. In particular, you can not put division marks in |
|
1379 | 1379 | indented code (loops, if statements, function definitions, etc.) |
|
1380 | 1380 | Supporting something like this would basically require tracking the |
|
1381 | 1381 | internal execution state of the Python interpreter, so only top-level |
|
1382 | 1382 | divisions are allowed. If you want to be able to open an IPython |
|
1383 | 1383 | instance at an arbitrary point in a program, you can use IPython's |
|
1384 | 1384 | embedding facilities, described in detail in Sec. 9 |
|
1385 | 1385 |
@@ -1,391 +1,391 b'' | |||
|
1 | 1 | =============== |
|
2 | 2 | 0.11 Series |
|
3 | 3 | =============== |
|
4 | 4 | |
|
5 | 5 | Release 0.11 |
|
6 | 6 | ============ |
|
7 | 7 | |
|
8 | 8 | IPython 0.11 is a *major* overhaul of IPython, two years in the making. Most of |
|
9 | 9 | the code base has been rewritten or at least reorganized, breaking backward compatibility |
|
10 | 10 | with several APIs in previous versions. It is the first major release in two years, and |
|
11 | 11 | probably the most significant change to IPython since its inception. |
|
12 | 12 | As a result of the significant changes, we do plan to have a relatively quick |
|
13 | 13 | succession of releases, as people discover new bugs and regressions. |
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14 | 14 | |
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15 | 15 | |
|
16 | 16 | Authors |
|
17 | 17 | ------- |
|
18 | 18 | |
|
19 | 19 | Many users and developers contributed code, features, bug reports and ideas to |
|
20 | 20 | this release. Please do not hesitate in contacting us if we've failed to |
|
21 | 21 | acknowledge your contribution here. In particular, for this release we have |
|
22 | 22 | contribution from the following people, a mix of new and regular names (in |
|
23 | 23 | alphabetical order by first name): |
|
24 | 24 | |
|
25 | 25 | |
|
26 | 26 | * Andy Wilson <wilson.andrew.j+github-at-gmail.com> |
|
27 | 27 | * Aenugu Sai Kiran Reddy <saikrn08-at-gmail.com> |
|
28 | 28 | * Antonio Cuni <antocuni> |
|
29 | 29 | * Barry Wark <barrywark-at-gmail.com> |
|
30 | 30 | * Beetoju Anuradha <anu.beethoju-at-gmail.com> |
|
31 | 31 | * Brad Reisfeld |
|
32 | 32 | * Brian Granger <ellisonbg-at-gmail.com> |
|
33 | 33 | * Cody Precord |
|
34 | 34 | * Darren Dale <dsdale24-at-gmail.com> |
|
35 | 35 | * Dav Clark <davclark-at-berkeley.edu> |
|
36 | 36 | * David Warde-Farley <wardefar-at-iro.umontreal.ca> |
|
37 | 37 | * Eric Firing <efiring-at-hawaii.edu> |
|
38 | 38 | * Erik Tollerud <erik.tollerud-at-gmail.com> |
|
39 | 39 | * Evan Patterson <ejpatters-at-gmail.com> |
|
40 | 40 | * Fernando Perez <Fernando.Perez-at-berkeley.edu> |
|
41 | 41 | * Gael Varoquaux <gael.varoquaux-at-normalesup.org> |
|
42 | 42 | * Gerardo <muzgash-at-Muzpelheim> |
|
43 | 43 | * Jason Grout <jason.grout-at-drake.edu> |
|
44 | 44 | * Jens Hedegaard Nielsen <jenshnielsen-at-gmail.com> |
|
45 | 45 | * Justin Riley <justin.t.riley-at-gmail.com> |
|
46 | 46 | * JΓΆrgen Stenarson <jorgen.stenarson-at-bostream.nu> |
|
47 | 47 | * Kiorky |
|
48 | 48 | * Laurent Dufrechou <laurent.dufrechou-at-gmail.com> |
|
49 | 49 | * Luis Pedro Coelho <luis-at-luispedro.org> |
|
50 | 50 | * Mani chandra <mchandra-at-iitk.ac.in> |
|
51 | 51 | * Mark E. Smith |
|
52 | 52 | * Mark Voorhies <mark.voorhies-at-ucsf.edu> |
|
53 | 53 | * Martin Spacek <git-at-mspacek.mm.st> |
|
54 | 54 | * Michael Droettboom <mdroe-at-stsci.edu> |
|
55 | 55 | * Min RK <benjaminrk-at-gmail.com> |
|
56 | 56 | * Nick Tarleton <nick-at-quixey.com> |
|
57 | 57 | * Nicolas Rougier <Nicolas.rougier-at-inria.fr> |
|
58 | 58 | * Omar Andres Zapata Mesa <andresete.chaos-at-gmail.com> |
|
59 | 59 | * Paul Ivanov <pivanov314-at-gmail.com> |
|
60 | 60 | * Pauli Virtanen <pauli.virtanen-at-iki.fi> |
|
61 | 61 | * Prabhu Ramachandran |
|
62 | 62 | * Ramana <sramana9-at-gmail.com> |
|
63 | 63 | * Robert Kern <robert.kern-at-gmail.com> |
|
64 | 64 | * Sathesh Chandra <satheshchandra88-at-gmail.com> |
|
65 | 65 | * Satrajit Ghosh <satra-at-mit.edu> |
|
66 | 66 | * Sebastian Busch |
|
67 | 67 | * Stefan van der Walt <bzr-at-mentat.za.net> |
|
68 | 68 | * Stephan Peijnik <debian-at-sp.or.at> |
|
69 | 69 | * Steven Bethard |
|
70 | 70 | * Thomas Kluyver <takowl-at-gmail.com> |
|
71 | 71 | * Thomas Spura <tomspur-at-fedoraproject.org> |
|
72 | 72 | * Tom Fetherston <tfetherston-at-aol.com> |
|
73 | 73 | * Tom MacWright |
|
74 | 74 | * Ville M. Vainio <vivainio-at-gmail.com> |
|
75 | 75 | * Vishal Vatsa <vishal.vatsa-at-gmail.com> |
|
76 | 76 | * Vishnu S G <sgvishnu777-at-gmail.com> |
|
77 | 77 | * Walter Doerwald <walter-at-livinglogic.de> |
|
78 | 78 | * dan.milstein |
|
79 | 79 | * muzuiget <muzuiget-at-gmail.com> |
|
80 | 80 | * tzanko |
|
81 | 81 | * vankayala sowjanya <hai.sowjanya-at-gmail.com> |
|
82 | 82 | |
|
83 | 83 | .. note:: |
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84 | 84 | |
|
85 | 85 | This list was generated with the output of |
|
86 | 86 | ``git log dev-0.11 HEAD --format='* %aN <%aE>' | sed 's/@/\-at\-/' | sed 's/<>//' | sort -u`` |
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87 | 87 | after some cleanup. If you should be on this list, please add yourself. |
|
88 | 88 | |
|
89 | 89 | |
|
90 | 90 | Refactoring |
|
91 | 91 | ----------- |
|
92 | 92 | |
|
93 | 93 | As of the 0.11 version of IPython, a signifiant portion of the core has been |
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94 | 94 | refactored. This refactoring is founded on a number of new abstractions. |
|
95 | 95 | The main new classes that implement these abstractions are: |
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96 | 96 | |
|
97 | 97 | * :class:`IPython.utils.traitlets.HasTraits`. |
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98 | 98 | * :class:`IPython.config.configurable.Configurable`. |
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99 | 99 | * :class:`IPython.config.application.Application`. |
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100 | 100 | * :class:`IPython.config.loader.ConfigLoader`. |
|
101 | 101 | * :class:`IPython.config.loader.Config` |
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102 | 102 | |
|
103 | 103 | We are still in the process of writing developer focused documentation about |
|
104 | 104 | these classes, but for now our :ref:`configuration documentation |
|
105 | 105 | <config_overview>` contains a high level overview of the concepts that these |
|
106 | 106 | classes express. |
|
107 | 107 | |
|
108 | 108 | The biggest user-visible change is likely the move to using the config system to |
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109 | 109 | determine the command-line arguments for IPython applications. The benefit of |
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110 | 110 | this is that *all* configurable values in IPython are exposed on the |
|
111 | 111 | command-line, but the syntax for specifying values has changed. The gist is that |
|
112 | 112 | assigning values is pure Python assignment, so there is always an '=', and never |
|
113 | 113 | a leading '-', nor a space separating key from value. Flags exist, to set |
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114 | 114 | multiple values or boolean flags, and these are always prefixed with '--', and |
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115 | 115 | never take arguments. |
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116 | 116 | |
|
117 | 117 | ZMQ architecture |
|
118 | 118 | ---------------- |
|
119 | 119 | |
|
120 | 120 | There is a new GUI framework for IPython, based on a client-server model in |
|
121 | 121 | which multiple clients can communicate with one IPython kernel, using the |
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122 | 122 | ZeroMQ messaging framework. There is already a Qt console client, which can |
|
123 | 123 | be started by calling ``ipython qtconsole``. The protocol is :ref:`documented |
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124 | 124 | <messaging>`. |
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125 | 125 | |
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126 | 126 | The parallel computing framework has also been rewritten using ZMQ. The |
|
127 | 127 | protocol is described :ref:`here <parallel_messages>`, and the code is in the |
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128 | 128 | new :mod:`IPython.parallel` module. |
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129 | 129 | |
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130 | 130 | Python 3 support |
|
131 | 131 | ---------------- |
|
132 | 132 | |
|
133 | 133 | A Python 3 version of IPython has been prepared. For the time being, this is |
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134 | 134 | maintained separately and updated from the main codebase. Its code can be found |
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135 | 135 | `here <https://github.com/ipython/ipython-py3k>`_. The parallel computing |
|
136 | 136 | components are not perfect on Python3, but most functionality appears to be |
|
137 | 137 | working. |
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138 | 138 | |
|
139 | 139 | Unicode |
|
140 | 140 | ------- |
|
141 | 141 | |
|
142 | 142 | Entering non-ascii characters in unicode literals (``u"β¬ΓΈ"``) now works properly |
|
143 | 143 | on all platforms. However, entering these in byte/string literals (``"β¬ΓΈ"``) |
|
144 | 144 | will not work as expected on Windows (or any platform where the terminal encoding |
|
145 | 145 | is not UTF-8, as it typically is for Linux & Mac OS X). You can use escape sequences |
|
146 | 146 | (``"\xe9\x82"``) to get bytes above 128, or use unicode literals and encode |
|
147 | 147 | them. This is a limitation of Python 2 which we cannot easily work around. |
|
148 | 148 | |
|
149 | 149 | New features |
|
150 | 150 | ------------ |
|
151 | 151 | |
|
152 | 152 | * Added ``Bytes`` traitlet, removing ``Str``. All 'string' traitlets should |
|
153 | 153 | either be ``Unicode`` if a real string, or ``Bytes`` if a C-string. This |
|
154 | 154 | removes ambiguity and helps the Python 3 transition. |
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155 | 155 | |
|
156 | 156 | * New magic ``%loadpy`` loads a python file from disk or web URL into |
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157 | 157 | the current input buffer. |
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158 | 158 | |
|
159 | 159 | * New magic ``%pastebin`` for sharing code via the 'Lodge it' pastebin. |
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160 | 160 | |
|
161 | 161 | * New magic ``%precision`` for controlling float and numpy pretty printing. |
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162 | 162 | |
|
163 | 163 | * IPython applications initiate logging, so any object can gain access to |
|
164 | 164 | a the logger of the currently running Application with: |
|
165 | 165 | |
|
166 | 166 | .. sourcecode:: python |
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167 | 167 | |
|
168 | 168 | from IPython.config.application import Application |
|
169 | 169 | logger = Application.instance().log |
|
170 | 170 | |
|
171 | 171 | * You can now get help on an object halfway through typing a command. For |
|
172 | 172 | instance, typing ``a = zip?`` shows the details of :func:`zip`. It also |
|
173 | 173 | leaves the command at the next prompt so you can carry on with it. |
|
174 | 174 | |
|
175 | 175 | * The input history is now written to an SQLite database. The API for |
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176 | 176 | retrieving items from the history has also been redesigned. |
|
177 | 177 | |
|
178 | 178 | * The :mod:`IPython.extensions.pretty` extension has been moved out of |
|
179 | 179 | quarantine and fully updated to the new extension API. |
|
180 | 180 | |
|
181 | 181 | * New magics for loading/unloading/reloading extensions have been added: |
|
182 | 182 | ``%load_ext``, ``%unload_ext`` and ``%reload_ext``. |
|
183 | 183 | |
|
184 | 184 | * The configuration system and configuration files are brand new. See the |
|
185 | 185 | configuration system :ref:`documentation <config_index>` for more details. |
|
186 | 186 | |
|
187 | 187 | * The :class:`~IPython.core.interactiveshell.InteractiveShell` class is now a |
|
188 | 188 | :class:`~IPython.config.configurable.Configurable` subclass and has traitlets that |
|
189 | 189 | determine the defaults and runtime environment. The ``__init__`` method has |
|
190 | 190 | also been refactored so this class can be instantiated and run without the |
|
191 | 191 | old :mod:`ipmaker` module. |
|
192 | 192 | |
|
193 | 193 | * The methods of :class:`~IPython.core.interactiveshell.InteractiveShell` have |
|
194 | 194 | been organized into sections to make it easier to turn more sections |
|
195 | 195 | of functionality into components. |
|
196 | 196 | |
|
197 | 197 | * The embedded shell has been refactored into a truly standalone subclass of |
|
198 | 198 | :class:`InteractiveShell` called :class:`InteractiveShellEmbed`. All |
|
199 | 199 | embedding logic has been taken out of the base class and put into the |
|
200 | 200 | embedded subclass. |
|
201 | 201 | |
|
202 | 202 | * Added methods of :class:`~IPython.core.interactiveshell.InteractiveShell` to |
|
203 | 203 | help it cleanup after itself. The :meth:`cleanup` method controls this. We |
|
204 | 204 | couldn't do this in :meth:`__del__` because we have cycles in our object |
|
205 | 205 | graph that prevent it from being called. |
|
206 | 206 | |
|
207 | 207 | * Created a new module :mod:`IPython.utils.importstring` for resolving |
|
208 | 208 | strings like ``foo.bar.Bar`` to the actual class. |
|
209 | 209 | |
|
210 | 210 | * Completely refactored the :mod:`IPython.core.prefilter` module into |
|
211 | 211 | :class:`~IPython.config.configurable.Configurable` subclasses. Added a new layer |
|
212 | 212 | into the prefilter system, called "transformations" that all new prefilter |
|
213 | 213 | logic should use (rather than the older "checker/handler" approach). |
|
214 | 214 | |
|
215 | 215 | * Aliases are now components (:mod:`IPython.core.alias`). |
|
216 | 216 | |
|
217 | 217 | * We are now using an internally shipped version of |
|
218 | 218 | :mod:`~IPython.external.argparse` to parse command line options for |
|
219 | 219 | :command:`ipython`. |
|
220 | 220 | |
|
221 | 221 | * New top level :func:`~IPython.frontend.terminal.embed.embed` function that can |
|
222 | 222 | be called to embed IPython at any place in user's code. One the first call it |
|
223 | 223 | will create an :class:`~IPython.frontend.terminal.embed.InteractiveShellEmbed` |
|
224 | 224 | instance and call it. In later calls, it just calls the previously created |
|
225 | 225 | :class:`~IPython.frontend.terminal.embed.InteractiveShellEmbed`. |
|
226 | 226 | |
|
227 | 227 | * Created a configuration system (:mod:`IPython.config.configurable`) that is |
|
228 | 228 | based on :mod:`IPython.utils.traitlets`. Configurables are arranged into a |
|
229 | 229 | runtime containment tree (not inheritance) that i) automatically propagates |
|
230 | 230 | configuration information and ii) allows singletons to discover each other in |
|
231 | 231 | a loosely coupled manner. In the future all parts of IPython will be |
|
232 | 232 | subclasses of :class:`~IPython.config.configurable.Configurable`. All IPython |
|
233 | 233 | developers should become familiar with the config system. |
|
234 | 234 | |
|
235 | 235 | * Created a new :class:`~IPython.config.loader.Config` for holding |
|
236 | 236 | configuration information. This is a dict like class with a few extras: i) |
|
237 | 237 | it supports attribute style access, ii) it has a merge function that merges |
|
238 | 238 | two :class:`~IPython.config.loader.Config` instances recursively and iii) it |
|
239 | 239 | will automatically create sub-:class:`~IPython.config.loader.Config` |
|
240 | 240 | instances for attributes that start with an uppercase character. |
|
241 | 241 | |
|
242 | 242 | * Created new configuration loaders in :mod:`IPython.config.loader`. These |
|
243 | 243 | loaders provide a unified loading interface for all configuration |
|
244 | 244 | information including command line arguments and configuration files. We |
|
245 | 245 | have two default implementations based on :mod:`argparse` and plain python |
|
246 | 246 | files. These are used to implement the new configuration system. |
|
247 | 247 | |
|
248 | 248 | * Created a top-level :class:`Application` class in |
|
249 | 249 | :mod:`IPython.core.application` that is designed to encapsulate the starting |
|
250 | 250 | of any basic Python program. An application loads and merges all the |
|
251 | 251 | configuration objects, constructs the main application, configures and |
|
252 | 252 | initiates logging, and creates and configures any :class:`Configurable` |
|
253 | 253 | instances and then starts the application running. An extended |
|
254 | 254 | :class:`BaseIPythonApplication` class adds logic for handling the |
|
255 | 255 | IPython directory as well as profiles, and all IPython entry points |
|
256 | 256 | extend it. |
|
257 | 257 | |
|
258 | 258 | * The :class:`Type` and :class:`Instance` traitlets now handle classes given |
|
259 | 259 | as strings, like ``foo.bar.Bar``. This is needed for forward declarations. |
|
260 | 260 | But, this was implemented in a careful way so that string to class |
|
261 | 261 | resolution is done at a single point, when the parent |
|
262 | 262 | :class:`~IPython.utils.traitlets.HasTraitlets` is instantiated. |
|
263 | 263 | |
|
264 | 264 | * :mod:`IPython.utils.ipstruct` has been refactored to be a subclass of |
|
265 | 265 | dict. It also now has full docstrings and doctests. |
|
266 | 266 | * Created a Trait's like implementation in :mod:`IPython.utils.traitlets`. |
|
267 | 267 | This is a pure Python, lightweight version of a library that is similar to |
|
268 | 268 | :mod:`enthought.traits`. We are using this for validation, defaults and |
|
269 | 269 | notification in our new component system. Although it is not API compatible |
|
270 | 270 | with :mod:`enthought.traits`, we plan on moving in this direction so that |
|
271 | 271 | eventually our implementation could be replaced by a (yet to exist) pure |
|
272 | 272 | Python version of :mod:`enthought.traits`. |
|
273 | 273 | |
|
274 | 274 | * Added a new module :mod:`IPython.lib.inputhook` to manage the integration |
|
275 | 275 | with GUI event loops using `PyOS_InputHook`. See the docstrings in this |
|
276 | 276 | module or the main IPython docs for details. |
|
277 | 277 | |
|
278 | 278 | * For users, GUI event loop integration is now handled through the new |
|
279 | 279 | :command:`%gui` magic command. Type ``%gui?`` at an IPython prompt for |
|
280 | 280 | documentation. |
|
281 | 281 | |
|
282 | 282 | * For developers :mod:`IPython.lib.inputhook` provides a simple interface |
|
283 | 283 | for managing the event loops in their interactive GUI applications. |
|
284 | 284 | Examples can be found in our :file:`docs/examples/lib` directory. |
|
285 | 285 | |
|
286 | 286 | Backwards incompatible changes |
|
287 | 287 | ------------------------------ |
|
288 | 288 | |
|
289 | 289 | * The Twisted-based :mod:`IPython.kernel` has been removed, and completely |
|
290 | 290 | rewritten as :mod:`IPython.parallel`, using ZeroMQ. |
|
291 | 291 | |
|
292 | 292 | * Profiles are now directories. Instead of a profile being a single config file, |
|
293 | 293 | profiles are now self-contained directories. By default, profiles get their |
|
294 | 294 | own IPython history, log files, and everything. To create a new profile, do |
|
295 | 295 | ``ipython profile create <name>``. |
|
296 | 296 | |
|
297 | 297 | * All IPython applications have been rewritten to use |
|
298 | 298 | :class:`~IPython.config.loader.KeyValueConfigLoader`. This means that |
|
299 | 299 | command-line options have changed. Now, all configurable values are accessible |
|
300 | 300 | from the command-line with the same syntax as in a configuration file. |
|
301 | 301 | |
|
302 | 302 | * The command line options ``-wthread``, ``-qthread`` and |
|
303 | ``-gthread`` have been removed. Use ``gui=wx``, ``gui=qt``, ``gui=gtk`` | |
|
303 | ``-gthread`` have been removed. Use ``--gui=wx``, ``--gui=qt``, ``--gui=gtk`` | |
|
304 | 304 | instead. |
|
305 | 305 | |
|
306 | 306 | * The extension loading functions have been renamed to |
|
307 | 307 | :func:`load_ipython_extension` and :func:`unload_ipython_extension`. |
|
308 | 308 | |
|
309 | 309 | * :class:`~IPython.core.interactiveshell.InteractiveShell` no longer takes an |
|
310 | 310 | ``embedded`` argument. Instead just use the |
|
311 | 311 | :class:`~IPython.core.interactiveshell.InteractiveShellEmbed` class. |
|
312 | 312 | |
|
313 | 313 | * ``__IPYTHON__`` is no longer injected into ``__builtin__``. |
|
314 | 314 | |
|
315 | 315 | * :meth:`Struct.__init__` no longer takes `None` as its first argument. It |
|
316 | 316 | must be a :class:`dict` or :class:`Struct`. |
|
317 | 317 | |
|
318 | 318 | * :meth:`~IPython.core.interactiveshell.InteractiveShell.ipmagic` has been |
|
319 | 319 | renamed :meth:`~IPython.core.interactiveshell.InteractiveShell.magic.` |
|
320 | 320 | |
|
321 | 321 | * The functions :func:`ipmagic` and :func:`ipalias` have been removed from |
|
322 | 322 | :mod:`__builtins__`. |
|
323 | 323 | |
|
324 | 324 | * The references to the global |
|
325 | 325 | :class:`~IPython.core.interactivehell.InteractiveShell` instance (``_ip``, and |
|
326 | 326 | ``__IP``) have been removed from the user's namespace. They are replaced by a |
|
327 | 327 | new function called :func:`get_ipython` that returns the current |
|
328 | 328 | :class:`~IPython.core.interactiveshell.InteractiveShell` instance. This |
|
329 | 329 | function is injected into the user's namespace and is now the main way of |
|
330 | 330 | accessing the running IPython. |
|
331 | 331 | |
|
332 | 332 | * Old style configuration files :file:`ipythonrc` and :file:`ipy_user_conf.py` |
|
333 | 333 | are no longer supported. Users should migrate there configuration files to |
|
334 | 334 | the new format described :ref:`here <config_overview>` and :ref:`here |
|
335 | 335 | <configuring_ipython>`. |
|
336 | 336 | |
|
337 | 337 | * The old IPython extension API that relied on :func:`ipapi` has been |
|
338 | 338 | completely removed. The new extension API is described :ref:`here |
|
339 | 339 | <configuring_ipython>`. |
|
340 | 340 | |
|
341 | 341 | * Support for ``qt3`` has been dropped. Users who need this should use |
|
342 | 342 | previous versions of IPython. |
|
343 | 343 | |
|
344 | 344 | * Removed :mod:`shellglobals` as it was obsolete. |
|
345 | 345 | |
|
346 | 346 | * Removed all the threaded shells in :mod:`IPython.core.shell`. These are no |
|
347 | 347 | longer needed because of the new capabilities in |
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348 | 348 | :mod:`IPython.lib.inputhook`. |
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349 | 349 | |
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350 | 350 | * New top-level sub-packages have been created: :mod:`IPython.core`, |
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351 | 351 | :mod:`IPython.lib`, :mod:`IPython.utils`, :mod:`IPython.deathrow`, |
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352 | 352 | :mod:`IPython.quarantine`. All existing top-level modules have been |
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353 | 353 | moved to appropriate sub-packages. All internal import statements |
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354 | 354 | have been updated and tests have been added. The build system (setup.py |
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355 | 355 | and friends) have been updated. See :ref:`this section <module_reorg>` of the |
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356 | 356 | documentation for descriptions of these new sub-packages. |
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357 | 357 | |
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358 | 358 | * :mod:`IPython.ipapi` has been moved to :mod:`IPython.core.ipapi`. |
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359 | 359 | :mod:`IPython.Shell` and :mod:`IPython.iplib` have been split and removed as |
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360 | 360 | part of the refactor. |
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361 | 361 | |
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362 | 362 | * :mod:`Extensions` has been moved to :mod:`extensions` and all existing |
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363 | 363 | extensions have been moved to either :mod:`IPython.quarantine` or |
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364 | 364 | :mod:`IPython.deathrow`. :mod:`IPython.quarantine` contains modules that we |
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365 | 365 | plan on keeping but that need to be updated. :mod:`IPython.deathrow` |
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366 | 366 | contains modules that are either dead or that should be maintained as third |
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367 | 367 | party libraries. More details about this can be found :ref:`here |
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368 | 368 | <module_reorg>`. |
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369 | 369 | |
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370 | 370 | * Previous IPython GUIs in :mod:`IPython.frontend` and :mod:`IPython.gui` are |
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371 | 371 | likely broken, and have been removed to :mod:`IPython.deathrow` because of the |
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372 | 372 | refactoring in the core. With proper updates, these should still work. |
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373 | 373 | |
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374 | 374 | |
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375 | 375 | Known Regressions |
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376 | 376 | ----------------- |
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377 | 377 | |
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378 | 378 | We do our best to improve IPython, but there are some known regressions in 0.11 relative |
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379 | 379 | to 0.10.2. |
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380 | 380 | |
|
381 | 381 | * The machinery that adds functionality to the 'sh' profile for using IPython as your |
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382 | 382 | system shell has not been updated to use the new APIs. As a result, only the aesthetic |
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383 | 383 | (prompt) changes are still implemented. We intend to fix this by 0.12. |
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384 | 384 | |
|
385 | 385 | * The installation of scripts on Windows was broken without setuptools, so we now |
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386 | 386 | depend on setuptools on Windows. We hope to fix setuptools-less installation, |
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387 | 387 | and then remove the setuptools dependency. |
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388 | 388 | |
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389 | 389 | * Capitalised Exit and Quit have been dropped ways to exit IPython. The lowercase forms |
|
390 | 390 | of both work either as a bare name (``exit``) or a function call (``exit()``). |
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391 | 391 | You can assign these to other names using exec_lines in the config file. |
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