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1 1 .. _defining_magics:
2 2
3 3 Defining custom magics
4 4 ======================
5 5
6 6 There are two main ways to define your own magic functions: from standalone
7 7 functions and by inheriting from a base class provided by IPython:
8 8 :class:`IPython.core.magic.Magics`. Below we show code you can place in a file
9 9 that you load from your configuration, such as any file in the ``startup``
10 10 subdirectory of your default IPython profile.
11 11
12 12 First, let us see the simplest case. The following shows how to create a line
13 13 magic, a cell one and one that works in both modes, using just plain functions:
14 14
15 15 .. sourcecode:: python
16 16
17 17 from IPython.core.magic import (register_line_magic, register_cell_magic,
18 18 register_line_cell_magic)
19 19
20 20 @register_line_magic
21 21 def lmagic(line):
22 22 "my line magic"
23 23 return line
24 24
25 25 @register_cell_magic
26 26 def cmagic(line, cell):
27 27 "my cell magic"
28 28 return line, cell
29 29
30 30 @register_line_cell_magic
31 31 def lcmagic(line, cell=None):
32 32 "Magic that works both as %lcmagic and as %%lcmagic"
33 33 if cell is None:
34 34 print("Called as line magic")
35 35 return line
36 36 else:
37 37 print("Called as cell magic")
38 38 return line, cell
39 39
40 40 # In an interactive session, we need to delete these to avoid
41 41 # name conflicts for automagic to work on line magics.
42 42 del lmagic, lcmagic
43 43
44 44
45 45 You can also create magics of all three kinds by inheriting from the
46 46 :class:`IPython.core.magic.Magics` class. This lets you create magics that can
47 47 potentially hold state in between calls, and that have full access to the main
48 48 IPython object:
49 49
50 50 .. sourcecode:: python
51 51
52 52 # This code can be put in any Python module, it does not require IPython
53 53 # itself to be running already. It only creates the magics subclass but
54 54 # doesn't instantiate it yet.
55 55 from __future__ import print_function
56 56 from IPython.core.magic import (Magics, magics_class, line_magic,
57 57 cell_magic, line_cell_magic)
58 58
59 59 # The class MUST call this class decorator at creation time
60 60 @magics_class
61 61 class MyMagics(Magics):
62 62
63 63 @line_magic
64 64 def lmagic(self, line):
65 65 "my line magic"
66 66 print("Full access to the main IPython object:", self.shell)
67 67 print("Variables in the user namespace:", list(self.shell.user_ns.keys()))
68 68 return line
69 69
70 70 @cell_magic
71 71 def cmagic(self, line, cell):
72 72 "my cell magic"
73 73 return line, cell
74 74
75 75 @line_cell_magic
76 76 def lcmagic(self, line, cell=None):
77 77 "Magic that works both as %lcmagic and as %%lcmagic"
78 78 if cell is None:
79 79 print("Called as line magic")
80 80 return line
81 81 else:
82 82 print("Called as cell magic")
83 83 return line, cell
84 84
85 85
86 86 # In order to actually use these magics, you must register them with a
87 87 # running IPython.
88 88
89 89 def load_ipython_extension(ipython):
90 90 """
91 91 Any module file that define a function named `load_ipython_extension`
92 92 can be loaded via `%load_ext module.path` or be configured to be
93 93 autoloaded by IPython at startup time.
94 94 """
95 95 # You can register the class itself without instantiating it. IPython will
96 96 # call the default constructor on it.
97 97 ipython.register_magics(MyMagics)
98 98
99 99 If you want to create a class with a different constructor that holds
100 100 additional state, then you should always call the parent constructor and
101 101 instantiate the class yourself before registration:
102 102
103 103 .. sourcecode:: python
104 104
105 105 @magics_class
106 106 class StatefulMagics(Magics):
107 107 "Magics that hold additional state"
108 108
109 109 def __init__(self, shell, data):
110 110 # You must call the parent constructor
111 111 super(StatefulMagics, self).__init__(shell)
112 112 self.data = data
113 113
114 114 # etc...
115 115
116 116 def load_ipython_extension(ipython):
117 117 """
118 118 Any module file that define a function named `load_ipython_extension`
119 119 can be loaded via `%load_ext module.path` or be configured to be
120 120 autoloaded by IPython at startup time.
121 121 """
122 122 # This class must then be registered with a manually created instance,
123 123 # since its constructor has different arguments from the default:
124 124 magics = StatefulMagics(ipython, some_data)
125 125 ipython.register_magics(magics)
126 126
127 127
128 128 .. note::
129 129
130 130 In early IPython versions 0.12 and before the line magics were
131 131 created using a :func:`define_magic` API function. This API has been
132 132 replaced with the above in IPython 0.13 and then completely removed
133 133 in IPython 5. Maintainers of IPython extensions that still use the
134 134 :func:`define_magic` function are advised to adjust their code
135 135 for the current API.
136 136
137 137
138 138 Accessing user namespace and local scope
139 139 ========================================
140 140
141 141 When creating line magics, you may need to access surrounding scope to get user
142 142 variables (e.g when called inside functions). IPython provide the
143 143 ``@needs_local_scope`` decorator that can be imported from
144 144 ``IPython.core.magics``. When decorated with ``@needs_local_scope`` a magic will
145 145 be passed ``local_ns`` as an argument. As a convenience ``@needs_local_scope``
146 146 can also be applied to cell magics even if cell magics cannot appear at local
147 147 scope context.
148 148
149 149 Complete Example
150 150 ================
151 151
152 152 Here is a full example of a magic package. You can distribute magics using
153 153 setuptools, distutils, or any other distribution tools like `flit
154 154 <http://flit.readthedocs.io>`_ for pure Python packages.
155 155
156 When distributing magics as part of a package, recommended best practice is to
157 execute the registration inside the `load_ipython_extension` as demonstrated in
158 the example below, instead of directly in the module (as in the initial example
159 with the ``@register_*`` decorators). This means a user will need to explicitly
160 choose to load your magic with ``%load_ext``. instead implicitly getting it when
161 importing the module. This is particularly relevant if loading your magic has
162 side effects, if it is slow to load, or if it might override another magic with
163 the same name.
156 164
157 165 .. sourcecode:: bash
158 166
159 167 .
160 168 ├── example_magic
161 169    ├── __init__.py
162 170    └── abracadabra.py
163 171 └── setup.py
164 172
165 173 .. sourcecode:: bash
166 174
167 175 $ cat example_magic/__init__.py
168 176 """An example magic"""
169 177 __version__ = '0.0.1'
170 178
171 179 from .abracadabra import Abracadabra
172 180
173 181 def load_ipython_extension(ipython):
174 182 ipython.register_magics(Abracadabra)
175 183
176 184 .. sourcecode:: bash
177 185
178 186 $ cat example_magic/abracadabra.py
179 187 from IPython.core.magic import (Magics, magics_class, line_magic, cell_magic)
180 188
181 189 @magics_class
182 190 class Abracadabra(Magics):
183 191
184 192 @line_magic
185 193 def abra(self, line):
186 194 return line
187 195
188 196 @cell_magic
189 197 def cadabra(self, line, cell):
190 198 return line, cell
191 199
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