Checking a number/element by a condition is a common problem one faces and is done in almost every program. Sometimes we also require to get the totals that match the particular condition to have a distinguish which to not match for further utilization like in data Science. Lets discuss certain ways in which we can count True values in Matrix.
Method #1 : Using sum() + generator expression
This method uses the trick of adding 1 to the sum whenever the generator expression returns true. By the time list gets exhausted, summation of count of numbers matching a condition is returned.
# Python 3 code to demonstrate # Matrix True Summation # using sum() + generator expression from itertools import chain # initializing list test_list = [[3, False], [False, 6], [False, 9]] # printing original list print ("The original list is : " + str(test_list)) # using sum() + generator expression # Matrix True Summation res = sum(1 for i in chain.from_iterable(test_list) if i == True) # printing result print ("The number of True elements: " + str(res)) |
The original list is : [[3, True], [True, 6], [True, 9]] The number of True elements: 3
Method #2 : Using sum() + map()
map() does the task almost similar to the generator expression, difference is just the internal data structure employed by it is different hence more efficient.
# Python 3 code to demonstrate # Matrix True Summation # using sum()+ map() from itertools import chain # initializing list test_list = [[3, True], [True, 6], [True, 9]] # printing original list print ("The original list is : " + str(test_list)) # using sum()+ map() # Matrix True Summation res = sum(map(lambda i: i == True, chain.from_iterable(test_list))) # printing result print ("The number of True elements: " + str(res)) |
The original list is : [[3, True], [True, 6], [True, 9]] The number of True elements: 3
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