docs/source/config/custommagics.rst

.. _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

    # In an interactive session, we need to delete these to avoid
    # name conflicts for automagic to work on line magics.
    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.

    def load_ipython_extension(ipython):
        """
        Any module file that define a function named `load_ipython_extension`
        can be loaded via `%load_ext module.path` or be configured to be
        autoloaded by IPython at startup time.
        """
        # You can register the class itself without instantiating it.  IPython will
        # call the default constructor on it.
        ipython.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...

    def load_ipython_extension(ipython):
        """
        Any module file that define a function named `load_ipython_extension`
        can be loaded via `%load_ext module.path` or be configured to be
        autoloaded by IPython at startup time.
        """
        # This class must then be registered with a manually created instance,
        # since its constructor has different arguments from the default:
        magics = StatefulMagics(ipython, some_data)
        ipython.register_magics(magics)


.. note::

   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.


Accessing user namespace and local scope
========================================

When creating line magics, you may need to access surrounding scope  to get user
variables (e.g when called inside functions). IPython provide the
``@needs_local_scope`` decorator that can be imported from
``IPython.core.magics``. When decorated with ``@needs_local_scope`` a magic will
be passed ``local_ns`` as an argument. As a convenience ``@needs_local_scope``
can also be applied to cell magics even if cell magics cannot appear at local
scope context.

Complete Example
================

Here is a full example of a magic package. You can distribute magics using
setuptools, distutils, or any other distribution tools like `flit
<http://flit.readthedocs.io>`_ for pure Python packages.


.. sourcecode:: bash

   .
   ├── example_magic
   │   ├── __init__.py
   │   └── abracadabra.py
   └── setup.py

.. sourcecode:: bash

   $ cat example_magic/__init__.py
   """An example magic"""
   __version__ = '0.0.1'
   
   from .abracadabra import Abracadabra
   
   def load_ipython_extension(ipython):
       ipython.register_magics(Abracadabra)

.. sourcecode:: bash

    $ cat example_magic/abracadabra.py
    from IPython.core.magic import (Magics, magics_class, line_magic, cell_magic)

    @magics_class
    class Abracadabra(Magics):

        @line_magic
        def abra(self, line):
            return line

        @cell_magic
        def cadabra(self, line, cell):
            return line, cell