Python/data_structures/stacks/largest_rectangle_histogram.py

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Add largest rectangle histogram (#12269) * added ridge regression * added ridge regression * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * added ridge regression * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * ridge regression * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * resolved errors * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * resolved conflicts * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * added doctests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * ruff and minor checks * minor chenges * minor checks * minor checks * minor changes * descriptive names * Fix ruff check in loss_functions.py * fixed pre-commit issues * added largest rectangle histogram function * added largest rectangle histogram function * Update frequent_pattern_growth.py * Update loss_functions.py * Delete machine_learning/ridge_regression/__init__.py * Delete machine_learning/ridge_regression/ADRvsRating.csv * Delete machine_learning/ridge_regression/ridge_regression.py * Delete machine_learning/ridge_regression/test_ridge_regression.py --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Maxim Smolskiy <mithridatus@mail.ru>
2025-03-09 03:05:07 +05:30
def largest_rectangle_area(heights: list[int]) -> int:
"""
Inputs an array of integers representing the heights of bars,
and returns the area of the largest rectangle that can be formed
>>> largest_rectangle_area([2, 1, 5, 6, 2, 3])
10
>>> largest_rectangle_area([2, 4])
4
>>> largest_rectangle_area([6, 2, 5, 4, 5, 1, 6])
12
>>> largest_rectangle_area([1])
1
"""
stack: list[int] = []
max_area = 0
heights = [*heights, 0] # make a new list by appending the sentinel 0
n = len(heights)
for i in range(n):
# make sure the stack remains in increasing order
while stack and heights[i] < heights[stack[-1]]:
h = heights[stack.pop()] # height of the bar
# if stack is empty, it means entire width can be taken from index 0 to i-1
w = i if not stack else i - stack[-1] - 1 # calculate width
max_area = max(max_area, h * w)
stack.append(i)
return max_area
if __name__ == "__main__":
import doctest
doctest.testmod()