algorithm-in-python/sort/radixSort.py
2020-04-15 12:28:20 +08:00

57 lines
1.4 KiB
Python

''' mbinary
#########################################################################
# File : radixSort.py
# Author: mbinary
# Mail: zhuheqin1@gmail.com
# Blog: https://mbinary.xyz
# Github: https://github.com/mbinary
# Created Time: 2018-07-06 15:52
# Description:
#########################################################################
'''
from random import randint
from quickSort import quickSort
from time import time
def radixSort(lst, radix=10):
ls = [[] for i in range(radix)]
mx = max(lst)
weight = 1
while mx >= weight:
for i in lst:
ls[(i // weight) % radix].append(i)
weight *= radix
lst = sum(ls, [])
ls = [[] for i in range(radix)]
return lst
def countSort(lst, mn, mx):
mark = [0]*(mx-mn+1)
for i in lst:
mark[i-mn] += 1
ret = []
for n, i in enumerate(mark):
ret += [n+mn]*i
return ret
def timer(funcs, span, num=1000000):
lst = [randint(0, span) for i in range(num)]
print('range({}), {} items'.format(span, num))
for func in funcs:
data = lst.copy()
t = time()
func(data)
t = time()-t
print('{}: {}s'.format(func.__name__, t))
if __name__ == '__main__':
timer([quickSort, radixSort, sorted], 1000000000000, 1000)
timer([quickSort, radixSort, sorted], 10000, 100000)
lst = [randint(0, 100) for i in range(1000)]
print(countSort(lst, 0, 100) == sorted(lst))