Python Check if a list is empty or not
In this article, we will learn How to check if given list is Empty or not. There are various ways in which a list can be checked in Python, but all are not appropriate or in the terms of Python, pythonic, to implement.
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- Lets see how we can check a list is empty or not, in a less pythonic way. We should avoid this way of explicitly checking for a sequence or list
# Python code to check for empty list# Explicit waydef Enquiry[lis1]:if len[lis1] == 0:return 0else:return 1# Driver Codelis1 = []if Enquiry[lis1]:print ["The list is not empty"]else:print["Empty List"]Output:
Empty List - Now lets see a more pythonic way to check for an empty list. This method of check is an implicit way of checking and more preferable than the previous one.
# Python code to check for empty list# IMPLICIT way or Pythonic waydef Enquiry[lis1]:if not lis1:return 1else:return 0# Driver Codelis1 = []if Enquiry[lis1]:print ["The list is Empty"]else:print ["The list is not empty"]Output:
The list is Empty
Numpythonic way
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The previous methods that we used in normal Python dont work for the Numpythonic way. Other methods that work fine for lists or other standard containers fail for numpy arrays. This way fails with numpy arrays because numpy tries to cast the array to an array of bools and if this tries to evaluate all of those bools at once for some kind of aggregate truth value, it fails so we get a ValueError.
# Numpythonic way with the previous method# Returns ValueErrorimport numpydef Enquiry[lis1]:return[numpy.array[lis1]]# Driver Codelis1 = [0, 1]if Enquiry[lis1]:print["Not Empty"]else:print["Empty"]Output:
Error:
Traceback [most recent call last]: File "/home/2d237324bb5211d7216c521441a750e9.py", line 7, in if Enquiry[lis1]: ValueError: The truth value of an array with more than one element is ambiguous. Use a.any[] or a.all[] -
In the next example, we will see that even if the list is Not Empty, the output will show Empty. If the list contains one 0, then the if statement will incorrectly result.
# Numpythonic way with the previous method# Returns wrong resultimport numpydef Enquiry[lis1]:return[numpy.array[lis1]]# Driver Codelis1 = [0, ]if Enquiry[lis1]:print["Not Empty"]else:print["Empty"]Output:
Empty -
If we have a numpy array then correct method in all cases, is to use if .size. This size checks the size of the arrays and return True or False accordingly.
Example:
# Numpythonic way to check emptiness# Use of sizeimport numpydef Enquiry[lis1]:return[numpy.array[lis1]]# Driver Codelis1 = []if Enquiry[lis1].size:print["Not Empty"]else:print["Empty"]Output:
Empty - This example shows the other case with a single 0 element, which failed in the previous cases.
# Numpythonic way to check emptiness# Use of sizeimport numpydef Enquiry[lis1]:return[numpy.array[lis1]]# Driver Codelis1 = [0, ]if Enquiry[lis1].size:print["Not Empty"]else:print["Empty"]Output:
Not Empty
Making the Numpythonic way work
For more reference visit PEP8 style guide.