Todd Todd - 3 years ago 100
Python Question

What does ** (double star) and * (star) do for parameters?

In the following method definitions, what does the

do for

def foo(param1, *param2):
def bar(param1, **param2):

Answer Source

The *args and **kwargs is a common idiom to allow arbitrary number of arguments to functions as described in the section more on defining functions in the Python documentation.

The *args will give you all function parameters as a tuple:

In [1]: def foo(*args):
   ...:     for a in args:
   ...:         print a

In [2]: foo(1)

In [4]: foo(1,2,3)

The **kwargs will give you all keyword arguments except for those corresponding to a formal parameter as a dictionary.

In [5]: def bar(**kwargs):
   ...:     for a in kwargs:
   ...:         print a, kwargs[a]

In [6]: bar(name='one', age=27)
age 27
name one

Both idioms can be mixed with normal arguments to allow a set of fixed and some variable arguments:

def foo(kind, *args, **kwargs):

Another usage of the *l idiom is to unpack argument lists when calling a function.

In [9]: def foo(bar, lee):
   ...:     print bar, lee

In [10]: l = [1,2]

In [11]: foo(*l)
1 2

In Python 3 it is possible to use *l on the left side of an assignment (Extended Iterable Unpacking):

first, *rest = [1,2,3,4]
first, *l, last = [1,2,3,4]

Also Python 3 adds new semantic (refer PEP 3102):

def func(arg1, arg2, arg3='default', *, kwarg1='abc', kwarg2='xyz'):

Such function accepts only 2 positional arguments, and everything after * can only be passed as keyword argument, not positional one.

In Python 2 similar was true for all parameters after *args.

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