• Python3解leetcode Number of Boomerangs


    问题描述:

    Given n points in the plane that are all pairwise distinct, a "boomerang" is a tuple of points (i, j, k) such that the distance between i and jequals the distance between i and k (the order of the tuple matters).

    Find the number of boomerangs. You may assume that n will be at most 500 and coordinates of points are all in the range [-10000, 10000](inclusive).

    Example:

    Input:
    [[0,0],[1,0],[2,0]]
    
    Output:
    2
    
    Explanation:
    The two boomerangs are [[1,0],[0,0],[2,0]] and [[1,0],[2,0],[0,0]]

    思路:主要学习np.unique()-去重并排序,同时根据return_counts参数可以确定各个元素的个数,squareform()-将点之间距离在简洁和冗余模式相互转化,pdist()-求点之间距离,等函数的应用

    代码:

     1 import numpy as np
     2 from numpy import *
     3 from scipy.spatial.distance import pdist, squareform
     4 
     5 class Solution:   
     6     def numberOfBoomerangs(self, points: List[List[int]]) -> int:
     7         a = squareform(pdist(np.array(points)))
     8       
     9         
    10         result = 0
    11         for i in a:#遍历每一行
    12             count = np.unique(i,return_counts=True)[1]
    13             result += sum(count*(count - 1))
    14           
    15                     
    16         return result
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  • 原文地址:https://www.cnblogs.com/xiaohua92/p/11317532.html
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