Today we will talk about the functions All(), Any() and their use cases in Python. Before moving on to All and Any, we need to discuss the "or" and "and" operator
And operator
print(True and False) # False
print(False and False) # False
print(True and True) # True
If any condition is False when using an "and" operator, the end result is False
Or operator
print(True or False) # True
print(False or False) # False
print(True or True) # True
If any condition is True when using an "or" operator, the end result is True
Any
any() is basically a series of "or" operators. It takes in an iterable (list, set, tuple, dictionary) as a parameter and returns True if any of the elements is True.
print(any([True , False, True])) # True
print(any([False , False, False])) # False
print(any([True , True, True])) # True
If an empty iterable is passed, any() returns False
All
all() is a series of "and" operators. Similar to any(), it takes in an iterable as a parameter. It returns True only if all the elements in the iterable are True.
print(all([True , False, True])) # False
print(all([False , False, False])) # False
print(all([True , True, True])) # True
If an empty iterable is passed, all() returns True
Comparison of all and any
Based on the above two sections, can you think of a case when they would both return the same value? The answer is given at the end
Case1
Let's assume we have a list of integers and want to do a couple of checks
Every element in the list is greater than 5
This is how we would do it with a for loop
import random
## Check if all elements are greater than 5
def func():
lst = [random.randint(0,10) for _ in range(20)]
for i in lst:
if i < 5:
return False
return True
This is how we would do it with the all() function
import random
## Check if all elements are greater than 5
def func():
lst = [random.randint(0,10) for _ in range(20)]
answer = all(i>5 for i in lst)
return answer
Any element is greater than 5
This is how we would do it with a for loop
import random
## Check if any element is greater than 5
def func():
lst = [random.randint(0,10) for _ in range(20)]
print(lst)
for i in lst:
if i > 5:
return True
return False
print(func())
This is how we would do it with the any() function
import random
## Check if any element is greater than 5
def func():
lst = [random.randint(0,10) for _ in range(20)]
answer = any(i>5 for i in lst)
return answer
Case2
It is useful when you are using a series of "and" or "or" operators. It makes your code look cleaner.
# Assume some complex conditions
condition1 = 5==6
condition2 = 5<7
condition3 = 10>0
condition4 = 10!=10
condition5 = 20<10
# without any
if condition1 or condition2 or condition3 or condition4 or condition5:
print("without any")
#with any
lst = [condition1,condition2,condition3,condition4,condition5]
if any(lst):
print("with any")
Answer to the question
Both any() and all() will return False if all the elements in the iterable are False
lst = [False,False,False]
print(any(last)) #False
print(all(last)) #False
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