We can define an alias in ipython with the %alias
magic function, like this:
>>> d
NameError: name 'd' is not defined
>>> %alias d date
>>> d
Fri May 15 00:12:20 AEST 2015
This escapes to the shell command date
when you type d
into ipython.
But I want to define an alias to execute some python code, in the current interpreter scope, rather than a shell command. Is that possible? How can we make this kind of alias?
I work in the interactive interpreter a lot, and this could save me a lot of commands I find myself repeating often, and also prevent some common typos.
IPython (Interactive Python) is a command shell for interactive computing in multiple programming languages, originally developed for the Python programming language, that offers introspection, rich media, shell syntax, tab completion, and history.
IPython has a cell magic, %%capture , which captures the stdout/stderr of a cell. With this magic you can discard these streams or store them in a variable. from __future__ import print_function import sys. By default, %%capture discards these streams. This is a simple way to suppress unwanted output.
The “%timeit” is a line magic command in which the code consists of a single line or should be written in the same line for measuring the execution time. In the “%timeit” command, the particular code is specified after the “%timeit” is separated by a space.
The normal way to do this would be to simply write a python function, with a def
. But if you want to alias a statement, rather than a function call, then it's actually a bit tricky.
You can achieve this by writing a custom magic function. Here is an example, which effectively aliases the import
statement to get
, within the REPL.
from IPython.core.magic_arguments import argument, magic_arguments
@magic_arguments()
@argument('module')
def magic_import(self, arg):
code = 'import {}'.format(arg)
print('--> {}'.format(code))
self.shell.run_code(code)
ip = get_ipython()
ip.define_magic('get', magic_import)
Now it is possible to execute get
statements which are aliased to import
statements.
Demo:
In [1]: get json
--> import json
In [2]: json.loads
Out[2]: <function json.loads>
In [3]: get potato
--> import potato
---------------------------------------------------------------------------
ImportError Traceback (most recent call last)
<string> in <module>()
ImportError: No module named potato
In [4]:
Of course, this is extendible to arbitrary python code, and optional arguments are supported aswell.
I don't know since when IPython provides with macro. And now you can simply do this:
ipy = get_ipython()
ipy.define_macro('d', 'date')
You can put this code into any file located in ~/.ipython/profile_default/startup/
, and then this macro will be automatically available when you start IPython.
However, a macro doesn't accept arguments. So pleaes keep this in mind before you choose to define a macro.
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