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1 | .. _integrating: |
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1 | .. _integrating: | |
2 |
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2 | |||
3 | ===================================== |
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3 | ===================================== | |
4 | Integrating your objects with IPython |
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4 | Integrating your objects with IPython | |
5 | ===================================== |
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5 | ===================================== | |
6 |
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6 | |||
7 | Tab completion |
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7 | Tab completion | |
8 | ============== |
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8 | ============== | |
9 |
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9 | |||
10 | To change the attributes displayed by tab-completing your object, define a |
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10 | To change the attributes displayed by tab-completing your object, define a | |
11 | ``__dir__(self)`` method for it. For more details, see the documentation of the |
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11 | ``__dir__(self)`` method for it. For more details, see the documentation of the | |
12 | built-in `dir() function <http://docs.python.org/library/functions.html#dir>`_. |
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12 | built-in `dir() function <http://docs.python.org/library/functions.html#dir>`_. | |
13 |
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13 | |||
14 | You can also customise key completions for your objects, e.g. pressing tab after |
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14 | You can also customise key completions for your objects, e.g. pressing tab after | |
15 | ``obj["a``. To do so, define a method ``_ipython_key_completions_()``, which |
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15 | ``obj["a``. To do so, define a method ``_ipython_key_completions_()``, which | |
16 | returns a list of objects which are possible keys in a subscript expression |
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16 | returns a list of objects which are possible keys in a subscript expression | |
17 | ``obj[key]``. |
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17 | ``obj[key]``. | |
18 |
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18 | |||
19 | .. versionadded:: 5.0 |
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19 | .. versionadded:: 5.0 | |
20 | Custom key completions |
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20 | Custom key completions | |
21 |
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21 | |||
22 | .. _integrating_rich_display: |
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22 | .. _integrating_rich_display: | |
23 |
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23 | |||
24 | Rich display |
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24 | Rich display | |
25 | ============ |
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25 | ============ | |
26 |
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26 | |||
27 | The notebook and the Qt console can display richer representations of objects. |
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27 | Custom methods | |
28 | To use this, you can define any of a number of ``_repr_*_()`` methods. Note that |
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28 | ---------------------- | |
29 | these are surrounded by single, not double underscores. |
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29 | IPython can display richer representations of objects. | |
30 |
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30 | To do this, you can define ``_ipython_display_()``, or any of a number of | ||
31 | Both the notebook and the Qt console can display ``svg``, ``png`` and ``jpeg`` |
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31 | ``_repr_*_()`` methods. | |
32 | representations. The notebook can also display ``html``, ``javascript``, |
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32 | Note that these are surrounded by single, not double underscores. | |
33 | ``markdown`` and ``latex``. If the methods don't exist, or return ``None``, it |
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33 | ||
34 | falls back to a standard ``repr()``. |
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34 | .. list-table:: Supported ``_repr_*_`` methods | |
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35 | :widths: 20 15 15 15 | |||
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36 | :header-rows: 1 | |||
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37 | ||||
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38 | * - Format | |||
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39 | - REPL | |||
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40 | - Notebook | |||
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41 | - Qt Console | |||
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42 | * - ``_repr_pretty_`` | |||
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43 | - yes | |||
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44 | - yes | |||
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45 | - yes | |||
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46 | * - ``_repr_svg_`` | |||
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47 | - no | |||
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48 | - yes | |||
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49 | - yes | |||
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50 | * - ``_repr_png_`` | |||
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51 | - no | |||
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52 | - yes | |||
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53 | - yes | |||
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54 | * - ``_repr_jpeg_`` | |||
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55 | - no | |||
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56 | - yes | |||
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57 | - yes | |||
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58 | * - ``_repr_html_`` | |||
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59 | - no | |||
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60 | - yes | |||
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61 | - no | |||
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62 | * - ``_repr_javascript_`` | |||
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63 | - no | |||
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64 | - yes | |||
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65 | - no | |||
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66 | * - ``_repr_markdown_`` | |||
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67 | - no | |||
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68 | - yes | |||
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69 | - no | |||
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70 | * - ``_repr_latex_`` | |||
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71 | - no | |||
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72 | - yes | |||
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73 | - no | |||
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74 | * - ``_repr_mimebundle_`` | |||
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75 | - no | |||
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76 | - ? | |||
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77 | - ? | |||
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78 | ||||
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79 | If the methods don't exist, or return ``None``, the standard ``repr()`` is used. | |||
35 |
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80 | |||
36 | For example:: |
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81 | For example:: | |
37 |
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82 | |||
38 | class Shout(object): |
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83 | class Shout(object): | |
39 | def __init__(self, text): |
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84 | def __init__(self, text): | |
40 | self.text = text |
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85 | self.text = text | |
41 |
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86 | |||
42 | def _repr_html_(self): |
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87 | def _repr_html_(self): | |
43 | return "<h1>" + self.text + "</h1>" |
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88 | return "<h1>" + self.text + "</h1>" | |
44 |
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89 | |||
45 | We often want to provide frontends with guidance on how to display the data. To |
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46 | support this, ``_repr_*_()`` methods can also return a ``(data, metadata)`` |
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47 | tuple where ``metadata`` is a dictionary containing arbitrary key-value pairs for |
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48 | the frontend to interpret. An example use case is ``_repr_jpeg_()``, which can |
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49 | be set to return a jpeg image and a ``{'height': 400, 'width': 600}`` dictionary |
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50 | to inform the frontend how to size the image. |
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51 |
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90 | ||
52 | There are also two more powerful display methods: |
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91 | Special methods | |
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92 | ^^^^^^^^^^^^^^^ | |||
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93 | ||||
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94 | Pretty printing | |||
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95 | """"""""""""""" | |||
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96 | ||||
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97 | To customize how your object is pretty-printed, add a `_repr_pretty_` method | |||
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98 | to the class. | |||
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99 | The method should accept a pretty printer, and a boolean that indicates whether | |||
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100 | the printer detected a cycle. | |||
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101 | The method should act on the printer to produce your customized pretty output. | |||
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102 | Here is an example:: | |||
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103 | ||||
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104 | class MyObject(object): | |||
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105 | ||||
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106 | def _repr_pretty_(self, p, cycle): | |||
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107 | if cycle: | |||
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108 | p.text('MyObject(...)') | |||
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109 | else: | |||
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110 | p.text('MyObject[...]') | |||
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111 | ||||
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112 | For details on how to use the pretty printer, see :py:mod:`IPython.lib.pretty`. | |||
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113 | ||||
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114 | More powerful methods | |||
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115 | """"""""""""""""""""" | |||
53 |
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116 | |||
54 | .. class:: MyObject |
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117 | .. class:: MyObject | |
55 |
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118 | |||
56 | .. method:: _repr_mimebundle_(include=None, exclude=None) |
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119 | .. method:: _repr_mimebundle_(include=None, exclude=None) | |
57 |
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120 | |||
58 | Should return a dictionary of multiple formats, keyed by mimetype, or a tuple |
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121 | Should return a dictionary of multiple formats, keyed by mimetype, or a tuple | |
59 |
of two dictionaries: *data, metadata* |
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122 | of two dictionaries: *data, metadata* (see :ref:`Metadata`). | |
60 | ``_repr_*_`` methods are ignored. The method should take keyword arguments |
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123 | If this returns something, other ``_repr_*_`` methods are ignored. | |
61 | ``include`` and ``exclude``, though it is not required to respect them. |
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124 | The method should take keyword arguments ``include`` and ``exclude``, though | |
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125 | it is not required to respect them. | |||
62 |
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126 | |||
63 | .. method:: _ipython_display_() |
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127 | .. method:: _ipython_display_() | |
64 |
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128 | |||
65 | Displays the object as a side effect; the return value is ignored. If this |
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129 | Displays the object as a side effect; the return value is ignored. If this | |
66 | is defined, all other display methods are ignored. |
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130 | is defined, all other display methods are ignored. | |
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131 | This method is ignored in the REPL. | |||
67 |
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132 | |||
68 | To customize how the REPL pretty-prints your object, add a `_repr_pretty_` |
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69 | method to the class. The method should accept a pretty printer, and a boolean |
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70 | that indicates whether the printer detected a cycle. The method should act on |
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71 | the printer to produce your customized pretty output. Here is an example:: |
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72 |
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133 | |||
73 | class MyObject(object): |
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134 | Metadata | |
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135 | ^^^^^^^^ | |||
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136 | ||||
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137 | We often want to provide frontends with guidance on how to display the data. To | |||
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138 | support this, ``_repr_*_()`` methods (except `_repr_pretty_``?) can also return a ``(data, metadata)`` | |||
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139 | tuple where ``metadata`` is a dictionary containing arbitrary key-value pairs for | |||
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140 | the frontend to interpret. An example use case is ``_repr_jpeg_()``, which can | |||
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141 | be set to return a jpeg image and a ``{'height': 400, 'width': 600}`` dictionary | |||
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142 | to inform the frontend how to size the image. | |||
74 |
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143 | |||
75 | def _repr_pretty_(self, p, cycle): |
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76 | if cycle: |
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77 | p.text('MyObject(...)') |
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78 | else: |
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79 | p.text('MyObject[...]') |
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80 |
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144 | |||
81 | For details, see :py:mod:`IPython.lib.pretty`. |
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82 |
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145 | |||
83 | Formatters for third-party types |
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146 | Formatters for third-party types | |
84 | -------------------------------- |
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147 | -------------------------------- | |
85 |
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148 | |||
86 | The user can also register formatters for types without modifying the class:: |
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149 | The user can also register formatters for types without modifying the class:: | |
87 |
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150 | |||
88 | from bar.baz import Foo |
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151 | from bar.baz import Foo | |
89 |
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152 | |||
90 | def foo_html(obj): |
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153 | def foo_html(obj): | |
91 | return '<marquee>Foo object %s</marquee>' % obj.name |
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154 | return '<marquee>Foo object %s</marquee>' % obj.name | |
92 |
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155 | |||
93 | html_formatter = get_ipython().display_formatter.formatters['text/html'] |
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156 | html_formatter = get_ipython().display_formatter.formatters['text/html'] | |
94 | html_formatter.for_type(Foo, foo_html) |
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157 | html_formatter.for_type(Foo, foo_html) | |
95 |
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158 | |||
96 | # Or register a type without importing it - this does the same as above: |
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159 | # Or register a type without importing it - this does the same as above: | |
97 | html_formatter.for_type_by_name('bar.baz', 'Foo', foo_html) |
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160 | html_formatter.for_type_by_name('bar.baz', 'Foo', foo_html) | |
98 |
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161 | |||
99 | Custom exception tracebacks |
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162 | Custom exception tracebacks | |
100 | =========================== |
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163 | =========================== | |
101 |
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164 | |||
102 | Rarely, you might want to display a custom traceback when reporting an |
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165 | Rarely, you might want to display a custom traceback when reporting an | |
103 | exception. To do this, define the custom traceback using |
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166 | exception. To do this, define the custom traceback using | |
104 | `_render_traceback_(self)` method which returns a list of strings, one string |
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167 | `_render_traceback_(self)` method which returns a list of strings, one string | |
105 | for each line of the traceback. For example, the `ipyparallel |
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168 | for each line of the traceback. For example, the `ipyparallel | |
106 | <https://ipyparallel.readthedocs.io/>`__ a parallel computing framework for |
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169 | <https://ipyparallel.readthedocs.io/>`__ a parallel computing framework for | |
107 | IPython, does this to display errors from multiple engines. |
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170 | IPython, does this to display errors from multiple engines. | |
108 |
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171 | |||
109 | Please be conservative in using this feature; by replacing the default traceback |
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172 | Please be conservative in using this feature; by replacing the default traceback | |
110 | you may hide important information from the user. |
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173 | you may hide important information from the user. |
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