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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. This code must be placed in a file that is loaded once
88 88 # IPython is up and running:
89 89 ip = get_ipython()
90 90 # You can register the class itself without instantiating it. IPython will
91 91 # call the default constructor on it.
92 92 ip.register_magics(MyMagics)
93 93
94 94 If you want to create a class with a different constructor that holds
95 95 additional state, then you should always call the parent constructor and
96 96 instantiate the class yourself before registration:
97 97
98 98 .. sourcecode:: python
99 99
100 100 @magics_class
101 101 class StatefulMagics(Magics):
102 102 "Magics that hold additional state"
103 103
104 104 def __init__(self, shell, data):
105 105 # You must call the parent constructor
106 106 super(StatefulMagics, self).__init__(shell)
107 107 self.data = data
108 108
109 109 # etc...
110 110
111 111 # This class must then be registered with a manually created instance,
112 112 # since its constructor has different arguments from the default:
113 113 ip = get_ipython()
114 114 magics = StatefulMagics(ip, some_data)
115 115 ip.register_magics(magics)
116 116
117 117
118 In earlier versions, IPython had an API for the creation of line magics (cell
119 magics did not exist at the time) that required you to create functions with a
120 method-looking signature and to manually pass both the function and the name.
121 While this API is no longer recommended, it remains indefinitely supported for
122 backwards compatibility purposes. With the old API, you'd create a magic as
123 follows:
124
125 .. sourcecode:: python
126
127 def func(self, line):
128 print("Line magic called with line:", line)
129 print("IPython object:", self.shell)
130
131 ip = get_ipython()
132 # Declare this function as the magic %mycommand
133 ip.define_magic('mycommand', func)
118 .. note::
119
120 In early IPython versions 0.12 and before the line magics were
121 created using a :func:`define_magic` API function. This API has been
122 replaced with the above in IPython 0.13 and then completely removed
123 in IPython 5. Maintainers of IPython extensions that still use the
124 :func:`define_magic` function are advised to adjust their code
125 for the current API.
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