custommagics.rst
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RstLexer
Thomas Kluyver
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r17789 | .. _defining_magics: | ||
Defining custom magics | ||||
====================== | ||||
There are two main ways to define your own magic functions: from standalone | ||||
functions and by inheriting from a base class provided by IPython: | ||||
:class:`IPython.core.magic.Magics`. Below we show code you can place in a file | ||||
that you load from your configuration, such as any file in the ``startup`` | ||||
subdirectory of your default IPython profile. | ||||
First, let us see the simplest case. The following shows how to create a line | ||||
magic, a cell one and one that works in both modes, using just plain functions: | ||||
.. sourcecode:: python | ||||
from IPython.core.magic import (register_line_magic, register_cell_magic, | ||||
register_line_cell_magic) | ||||
@register_line_magic | ||||
def lmagic(line): | ||||
"my line magic" | ||||
return line | ||||
@register_cell_magic | ||||
def cmagic(line, cell): | ||||
"my cell magic" | ||||
return line, cell | ||||
@register_line_cell_magic | ||||
def lcmagic(line, cell=None): | ||||
"Magic that works both as %lcmagic and as %%lcmagic" | ||||
if cell is None: | ||||
print("Called as line magic") | ||||
return line | ||||
else: | ||||
print("Called as cell magic") | ||||
return line, cell | ||||
Matthias Bussonnier
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r21634 | # In an interactive session, we need to delete these to avoid | ||
# name conflicts for automagic to work on line magics. | ||||
Thomas Kluyver
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r17789 | del lmagic, lcmagic | ||
You can also create magics of all three kinds by inheriting from the | ||||
:class:`IPython.core.magic.Magics` class. This lets you create magics that can | ||||
potentially hold state in between calls, and that have full access to the main | ||||
IPython object: | ||||
.. sourcecode:: python | ||||
# This code can be put in any Python module, it does not require IPython | ||||
# itself to be running already. It only creates the magics subclass but | ||||
# doesn't instantiate it yet. | ||||
from __future__ import print_function | ||||
from IPython.core.magic import (Magics, magics_class, line_magic, | ||||
cell_magic, line_cell_magic) | ||||
# The class MUST call this class decorator at creation time | ||||
@magics_class | ||||
class MyMagics(Magics): | ||||
@line_magic | ||||
def lmagic(self, line): | ||||
"my line magic" | ||||
print("Full access to the main IPython object:", self.shell) | ||||
print("Variables in the user namespace:", list(self.shell.user_ns.keys())) | ||||
return line | ||||
@cell_magic | ||||
def cmagic(self, line, cell): | ||||
"my cell magic" | ||||
return line, cell | ||||
@line_cell_magic | ||||
def lcmagic(self, line, cell=None): | ||||
"Magic that works both as %lcmagic and as %%lcmagic" | ||||
if cell is None: | ||||
print("Called as line magic") | ||||
return line | ||||
else: | ||||
print("Called as cell magic") | ||||
return line, cell | ||||
# In order to actually use these magics, you must register them with a | ||||
# running IPython. This code must be placed in a file that is loaded once | ||||
# IPython is up and running: | ||||
ip = get_ipython() | ||||
# You can register the class itself without instantiating it. IPython will | ||||
# call the default constructor on it. | ||||
ip.register_magics(MyMagics) | ||||
If you want to create a class with a different constructor that holds | ||||
additional state, then you should always call the parent constructor and | ||||
instantiate the class yourself before registration: | ||||
.. sourcecode:: python | ||||
@magics_class | ||||
class StatefulMagics(Magics): | ||||
"Magics that hold additional state" | ||||
def __init__(self, shell, data): | ||||
# You must call the parent constructor | ||||
super(StatefulMagics, self).__init__(shell) | ||||
self.data = data | ||||
# etc... | ||||
# This class must then be registered with a manually created instance, | ||||
# since its constructor has different arguments from the default: | ||||
ip = get_ipython() | ||||
magics = StatefulMagics(ip, some_data) | ||||
ip.register_magics(magics) | ||||
Pavol Juhas
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r22681 | .. note:: | ||
Thomas Kluyver
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r17789 | |||
Pavol Juhas
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r22681 | In early IPython versions 0.12 and before the line magics were | ||
created using a :func:`define_magic` API function. This API has been | ||||
replaced with the above in IPython 0.13 and then completely removed | ||||
in IPython 5. Maintainers of IPython extensions that still use the | ||||
:func:`define_magic` function are advised to adjust their code | ||||
for the current API. | ||||