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feat(solutions): add maximum-subarray-sum/python/linear

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Divlo 2022-05-01 18:44:07 +02:00
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# maximum-subarray-sum/python/linear
Created by [@Divlo](https://github.com/Divlo) on 1 May 2022.

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import sys
def maximum_subarray_sum_linear(array: list[int]) -> int:
"""
Time complexity: O(array_length)
We loop through the array and for each array position, we calculate the maximum sum of a subarray that ends at that position. After this, the answer for the problem is the maximum of those sums.
"""
if len(array) == 0:
return 0
best_sum = array[0]
length = len(array)
sum = 0
for i in range(length):
sum = max(array[i], sum + array[i])
best_sum = max(best_sum, sum)
return best_sum
numbers: list[int] = []
for value in sys.stdin:
numbers.append(int(value.rstrip('\n')))
numbers = numbers[1:]
print(maximum_subarray_sum_linear(numbers))