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hello-algo/codes/python/chapter_searching/binary_search_edge.py

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"""
File: binary_search_edge.py
Created Time: 2023-05-18
Author: Krahets (krahets@163.com)
"""
def binary_search_left_edge(nums: list[int], target: int) -> int:
"""二分查找最左一个元素"""
i, j = 0, len(nums) - 1 # 初始化双闭区间 [0, n-1]
while i <= j:
m = (i + j) // 2 # 计算中点索引 m
if nums[m] < target:
i = m + 1 # target 在区间 [m+1, j] 中
elif nums[m] > target:
j = m - 1 # target 在区间 [i, m-1] 中
else:
j = m - 1 # 首个小于 target 的元素在区间 [i, m-1] 中
if i == len(nums) or nums[i] != target:
return -1 # 未找到目标元素,返回 -1
return i
def binary_search_right_edge(nums: list[int], target: int) -> int:
"""二分查找最右一个元素"""
i, j = 0, len(nums) - 1 # 初始化双闭区间 [0, n-1]
while i <= j:
m = (i + j) // 2 # 计算中点索引 m
if nums[m] < target:
i = m + 1 # target 在区间 [m+1, j] 中
elif nums[m] > target:
j = m - 1 # target 在区间 [i, m-1] 中
else:
i = m + 1 # 首个大于 target 的元素在区间 [m+1, j] 中
if j == len(nums) or nums[j] != target:
return -1 # 未找到目标元素,返回 -1
return j
"""Driver Code"""
if __name__ == "__main__":
target = 6
nums = [1, 3, 6, 6, 6, 6, 6, 10, 12, 15]
# 二分查找最左一个元素
index_left = binary_search_left_edge(nums, target)
print("数组中最左一个元素 6 的索引 = ", index_left)
# 二分查找最右一个元素
index_right = binary_search_right_edge(nums, target)
print("数组中最右一个元素 6 的索引 = ", index_right)