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Update triangle.py
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Lines changed: 42 additions & 11 deletions

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dynamic_programming/triangle.py

Lines changed: 42 additions & 11 deletions
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class Solution:
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def minimumTotal(self, triangle: List[List[int]]) -> int:
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for row in range(1, len(triangle)):
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for col in range(row + 1):
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smallest_above = math.inf
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if col > 0:
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smallest_above = triangle[row - 1][col - 1]
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if col < row:
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smallest_above = min(smallest_above, triangle[row - 1][col])
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triangle[row][col] += smallest_above
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return min(triangle[-1])
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from __future__ import annotations
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def minimum_total(triangle: list[list[int]]) -> int:
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"""
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Return the minimum path sum from top to bottom of a triangle.
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Each step you may move to adjacent numbers on the row below.
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The input must be a proper triangle: len(row i) == i + 1.
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>>> minimum_total([[2],[3,4],[6,5,7],[4,1,8,3]])
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11
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>>> minimum_total([[-10]])
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-10
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>>> minimum_total([[1],[2,3]])
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3
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>>> minimum_total([]) # doctest: +IGNORE_EXCEPTION_DETAIL
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Traceback (most recent call last):
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ValueError: triangle must be non-empty and well-formed
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>>> minimum_total([[1],[2]]) # malformed (second row length not 2) # doctest: +IGNORE_EXCEPTION_DETAIL
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Traceback (most recent call last):
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ValueError: triangle must be non-empty and well-formed
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"""
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# Basic validation: non-empty and proper "triangle" shape
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if not triangle or any(len(row) != i + 1 for i, row in enumerate(triangle)):
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raise ValueError("triangle must be non-empty and well-formed")
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# Start from the last row and fold upwards.
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# dp[j] will store the minimum path sum from row r to the bottom starting at column j.
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dp = triangle[-1][:] # copy so we don't mutate the input
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for r in range(len(triangle) - 2, -1, -1):
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for c in range(r + 1):
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dp[c] = triangle[r][c] + min(dp[c], dp[c + 1])
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return dp[0]
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if __name__ == "__main__":
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import doctest
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doctest.testmod()

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