master-algorithms-py/searching/binary_search.py
bt3gl a85ed914d3 👾
2023-07-30 21:40:09 -07:00

71 lines
1.7 KiB
Python

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# author: bt3gl
def binary_search_recursive(array, item, higher=None, lower=0):
higher = higher or len(array)
if higher < lower:
return False
mid = (higher + lower)//2
if item == array[mid]:
return mid
elif item < array[mid]:
return binary_search_recursive(array, item, higher=mid-1, lower=lower)
else:
return binary_search_recursive(array, item, higher=higher, lower=mid+1)
def binary_search_iterative(array, item):
lower, higher = 0, len(array)
while lower < higher:
mid = (higher+lower)//2
if array[mid] == item:
return mid
elif array[mid] > item:
higher = mid
else:
lower=mid+1
return False
def binary_search_matrix(matrix, item, lower=0, higher=None):
""" Binary search in a matrix """
if not matrix:
return None
rows = len(matrix)
cols = len(matrix[0])
higher = higher or rows*cols
if higher > lower:
mid = (higher + lower)//2
row = mid//cols
col = mid%cols
item = matrix[row][col]
if item == item:
return row, col
elif item < item:
return binary_search_matrix(matrix, item, lower, mid-1)
else:
return binary_search_matrix(matrix, item, mid+1, higher)
return None
if __name__ == '__main__':
array = [2, 3, 5, 6, 8, 10, 15, 23]
matrix = [[1, 2, 3], [4, 5, 6], [7, 8, 9]]
item = 15
print('Recursive: ', binary_search_recursive(array, item))
print('Iterative: ', binary_search_iterative(array, item))
print('Matrix: ', binary_search_matrix(matrix, item))