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programming-challenges/challenges/maximum-subarray-sum/solutions/python/cubic/solution.py

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import sys
def maximum_subarray_sum_cubic(array: list[int]) -> int:
"""
Time complexity: O((array_length)^3)
We go through all possible subarrays, calculate the sum in each subarray and maintain the maximum sum.
"""
if len(array) == 0:
return 0
best_sum = array[0]
length = len(array)
for i in range(length):
for j in range(i, length):
sum = 0
for k in range(i, j + 1):
sum += array[k]
if sum > best_sum:
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_cubic(numbers))