We use two operators * (for tuples) and ** (for dictionaries).
Background
Consider a situation where we have a function that receives four arguments. We want to make a call to this function and we have a list of size 4 with us that has all arguments for the function. If we simply pass a list to the function, the call doesn’t work.
Python3
# A Python program to demonstrate need# of packing and unpacking# A sample function that takes 4 arguments# and prints them.def fun(a, b, c, d): print(a, b, c, d)# Driver Codemy_list = [1, 2, 3, 4]# This doesn't workfun(my_list) |
Output :
TypeError: fun() takes exactly 4 arguments (1 given)
Unpacking
We can use * to unpack the list so that all elements of it can be passed as different parameters.
Python3
# A sample function that takes 4 arguments# and prints the,def fun(a, b, c, d): print(a, b, c, d)# Driver Codemy_list = [1, 2, 3, 4]# Unpacking list into four argumentsfun(*my_list) |
Output :
(1, 2, 3, 4)
We need to keep in mind that the no. of arguments must be the same as the length of the list that we are unpacking for the arguments.
Python3
# Error when len(args) != no of actual arguments# required by the functionargs = [0, 1, 4, 9]def func(a, b, c): return a + b + c# calling function with unpacking argsfunc(*args) |
Output:
Traceback (most recent call last):
File "/home/592a8d2a568a0c12061950aa99d6dec3.py", line 10, in <module>
func(*args)
TypeError: func() takes 3 positional arguments but 4 were given
As another example, consider the built-in range() function that expects separate start and stops arguments. If they are not available separately, write the function call with the *-operator to unpack the arguments out of a list or tuple:
Python3
>>>>>> range(3, 6) # normal call with separate arguments[3, 4, 5]>>> args = [3, 6]>>> range(*args) # call with arguments unpacked from a list[3, 4, 5] |
Packing
When we don’t know how many arguments need to be passed to a python function, we can use Packing to pack all arguments in a tuple.
Python3
# A Python program to demonstrate use# of packing# This function uses packing to sum# unknown number of argumentsdef mySum(*args): return sum(args)# Driver codeprint(mySum(1, 2, 3, 4, 5))print(mySum(10, 20)) |
Output:
15 30
The above function mySum() does ‘packing’ to pack all the arguments that this method call receives into one single variable. Once we have this ‘packed’ variable, we can do things with it that we would with a normal tuple. args[0] and args[1] would give you the first and second argument, respectively. Since our tuples are immutable, you can convert the args tuple to a list so you can also modify, delete, and re-arrange items in i.
Packing and Unpacking
Below is an example that shows both packing and unpacking.
Python3
# A Python program to demonstrate both packing and# unpacking.# A sample python function that takes three arguments# and prints themdef fun1(a, b, c): print(a, b, c)# Another sample function.# This is an example of PACKING. All arguments passed# to fun2 are packed into tuple *args.def fun2(*args): # Convert args tuple to a list so we can modify it args = list(args) # Modifying args args[0] = 'GeeksforLazyroar' args[1] = 'awesome' # UNPACKING args and calling fun1() fun1(*args)# Driver codefun2('Hello', 'beautiful', 'world!') |
Output:
(GeeksforLazyroar, awesome, world!)
The time complexity of the given Python program is O(1), which means it does not depend on the size of the input.
The auxiliary space complexity of the program is O(n), where n is the number of arguments passed to the fun2 function.
** is used for dictionaries
Python3
# A sample program to demonstrate unpacking of# dictionary items using **def fun(a, b, c): print(a, b, c)# A call with unpacking of dictionaryd = {'a':2, 'b':4, 'c':10}fun(**d) |
Output:
2 4 10
Here ** unpacked the dictionary used with it, and passed the items in the dictionary as keyword arguments to the function. So writing “fun(1, **d)” was equivalent to writing “fun(1, b=4, c=10)”.
Python3
# A Python program to demonstrate packing of# dictionary items using **def fun(**kwargs): # kwargs is a dict print(type(kwargs)) # Printing dictionary items for key in kwargs: print("%s = %s" % (key, kwargs[key]))# Driver codefun(name="Lazyroar", ID="101", language="Python") |
<class 'dict'> name = Lazyroar ID = 101 language = Python
Applications and Important Points
- Used in socket programming to send a vast number of requests to a server.
- Used in the Django framework to send variable arguments to view functions.
- There are wrapper functions that require us to pass in variable arguments.
- Modification of arguments becomes easy, but at the same time validation is not proper, so they must be used with care.
Reference :
http://hangar.runway7.net/python/packing-unpacking-arguments
This article is contributed by Shwetanshu Rohatgi. If you like Lazyroar and would like to contribute, you can also write an article using write.geeksforgeeks.org or mail your article to review-team@geeksforgeeks.org. See your article appearing on the Lazyroar main page and help other Geeks.
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