''' mbinary ######################################################################### # File : heapSort.py # Author: mbinary # Mail: zhuheqin1@gmail.com # Blog: https://mbinary.coding.me # Github: https://github.com/mbinary # Created Time: 2018-07-05 16:24 # Description: ######################################################################### ''' from functools import partial class heap: def __init__(self,lst,reverse = False): self.data= heapify(lst,reverse) self.cmp = partial(lambda i,j,r:cmp(self.data[i],self.data[j],r),r= reverse) def getTop(self): return self.data[0] def __getitem__(self,idx): return self.data[idx] def __bool__(self): return self.data != [] def popTop(self): ret = self.data[0] n = len(self.data) cur = 1 while cur * 2<=n: chd = cur-1 r_idx = cur*2 l_idx = r_idx-1 if r_idx==n: self.data[chd] = self.data[l_idx] break j = l_idx if self.cmp(l_idx,r_idx)<0 else r_idx self.data[chd] = self.data[j] cur = j+1 self.data[cur-1] = self.data[-1] self.data.pop() return ret def addNode(self,val): self.data.append(val) self.data = one_heapify(len(self.data)-1) def cmp(n1,n2,reverse=False): fac = -1 if reverse else 1 if n1 < n2: return -fac elif n1 > n2: return fac return 0 def heapify(lst,reverse = False): for i in range(len(lst)): lst = one_heapify(lst,i,reverse) return lst def one_heapify(lst,cur,reverse = False): cur +=1 while cur>1: chd = cur-1 prt = cur//2-1 if cmp(lst[prt],lst[chd],reverse)<0: break lst[prt],lst[chd] = lst[chd], lst[prt] cur = prt+1 return lst def heapSort(lst,reverse = False): lst = lst.copy() hp = heap(lst,reverse) ret = [] while hp: ret.append(hp.popTop()) return ret if __name__ == '__main__': from random import randint n = randint(10,20) lst = [randint(0,100) for i in range(n)] print('random : ', lst) print('small-heap: ', heapify(lst)) print('big-heap : ', heapify(lst,True)) print('ascend : ', heapSort(lst)) print('descend : ', heapSort(lst,True))