In [1]:
#1、随机生成1万个整数，范围在0-10万之间，分别进行简单选择排序、快速排序（自行递归实现的）以及内置sort函数3种排序，打印出3种排序的运行时间。
import time
import random
def simple_sort(seq):
start_time = time.time()
for i in range(len(seq)-1):
min = i
for j in range(i+1,len(seq)):
if seq[j] < seq[min]:
min = j
seq[i],seq[min] = seq[min],seq[i]
end_time = time.time()
print('The total time of the simple sort is: ', end_time-start_time)
def recursive_sort(seq):
left_seq = []
right_seq = []
k = seq[0]
start_time = time.time()
for number in seq[1:]:
if number <= k:
left_seq.append(number)
else:
right_seq.append(number)
if left_seq:
left_seq = recursive_sort(left_seq)
if right_seq:
right_seq = recursive_sort(right_seq)
end_time = time.time()
print('The total time of the recursive sort is : ', end_time-start_time)
return left_seq + [k] + right_seq
def inside_sort(seq):
start_time = time.time()
seq.sort()
end_time = time.time()
print('The total time of the inside sort is : ', end_time-start_time)
seq = [random.randint(0,100001) for _ in range(10000)]
simple_sort(seq)
recursive_sort(seq)
inside_sort(seq)
The total time of the simple sort is: 3.2992076873779297
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
The total time of the recursive sort is : 0.0
---------------------------------------------------------------------------
RecursionError Traceback (most recent call last)
<ipython-input-1-710edeca3e3d> in <module>()
44 seq = [random.randint(0,100001) for _ in range(10000)]
45 simple_sort(seq)
---> 46 recursive_sort(seq)
47 inside_sort(seq)
48
<ipython-input-1-710edeca3e3d> in recursive_sort(seq)
29 left_seq = recursive_sort(left_seq)
30 if right_seq:
---> 31 right_seq = recursive_sort(right_seq)
32
33 end_time = time.time()
... last 1 frames repeated, from the frame below ...
<ipython-input-1-710edeca3e3d> in recursive_sort(seq)
29 left_seq = recursive_sort(left_seq)
30 if right_seq:
---> 31 right_seq = recursive_sort(right_seq)
32
33 end_time = time.time()
RecursionError: maximum recursion depth exceeded
In [2]:
#2、随机生成1万个整数，范围在0-10万之间，求其中每个整数出现的次数。并按照整数大小排序输出整数及出现次数。
import random
def sort(seq):
int_freq_pairs = []
seq.sort()
for integer in seq:
for item in int_freq_pairs:
if integer == item[0]:
item[1]+=1
break
else:
int_freq_pairs.append([integer,1])
return int_freq_pairs
seq = [random.randint(0,100001) for _ in range(10000)]
print(sort(seq))
[[11, 1], [17, 1], [34, 1], [36, 1], [37, 1], [44, 1], [58, 1], [88, 2], [98, 1], [112, 1], [136, 1], [145, 1], [152, 1], [153, 1], [155, 1], [164, 1], [196, 1], [198, 1], [214, 1], [225, 1], [230, 1], [233, 1], [235, 1], [244, 1], [249, 1], [267, 1], [280, 1], [281, 1], [301, 1], [302, 1], [311, 1], [352, 1], [360, 1], [374, 1], [384, 1], [412, 2], [431, 1], [439, 1], [449, 1], [461, 1], [472, 1], [495, 1], [505, 1], [507, 1], [521, 1], [524, 2], [562, 1], [563, 1], [566, 1], [583, 1], [615, 1], [621, 1], [626, 1], [628, 1], [633, 1], [646, 2], [653, 1], [655, 2], [689, 1], [693, 2], [695, 1], [721, 1], [735, 1], [742, 1], [773, 1], [775, 1], [778, 1], [817, 2], [819, 1], [832, 1], [833, 1], [834, 1], [873, 1], [878, 1], [880, 1], [889, 1], [897, 1], [901, 1], [906, 1], [916, 1], [930, 1], [940, 1], [946, 1], [955, 2], [959, 1], [962, 1], [981, 1], [989, 1], [1005, 1], [1007, 1], [1010, 1], [1027, 1], [1046, 1], [1053, 1], [1057, 1], [1058, 1], [1069, 1], [1091, 1], [1094, 1], [1103, 2], [1113, 2], [1155, 1], [1168, 1], [1181, 1], [1188, 1], [1192, 1], [1200, 1], [1210, 1], [1220, 1], [1224, 1], [1236, 1], [1243, 1], [1246, 1], [1280, 1], [1305, 2], [1306, 1], [1328, 1], [1347, 1], [1357, 1], [1364, 1], [1373, 1], [1393, 1], [1399, 1], [1410, 1], [1414, 1], [1430, 1], [1459, 1], [1468, 1], [1480, 1], [1484, 1], [1514, 1], [1519, 1], [1524, 1], [1534, 1], [1542, 1], [1547, 1], [1556, 1], [1559, 1], [1561, 1], [1563, 1], [1578, 1], [1612, 1], [1613, 1], [1614, 1], [1619, 1], [1627, 1], [1629, 1], [1631, 1], [1639, 1], [1643, 1], [1648, 1], [1670, 1], [1672, 1], [1681, 2], [1690, 1], [1698, 1], [1720, 1], [1724, 1], [1725, 2], [1730, 1], [1737, 1], [1738, 1], [1744, 1], [1754, 1], [1757, 1], [1761, 2], [1784, 1], [1795, 1], [1808, 1], [1843, 1], [1859, 1], [1868, 1], [1869, 1], [1874, 1], [1875, 1], [1877, 1], [1878, 1], [1881, 1], [1913, 2], [1916, 2], [1919, 2], [1944, 1], [1958, 1], [1979, 1], [1990, 1], [2008, 1], [2026, 1], [2030, 1], [2043, 2], [2084, 1], [2092, 1], [2100, 1], [2106, 1], [2160, 1], [2175, 1], [2237, 1], [2242, 1], [2243, 1], [2249, 1], [2257, 1], [2279, 1], [2288, 1], [2292, 1], [2298, 1], [2300, 1], [2303, 1], [2321, 1], [2328, 1], [2335, 1], [2363, 2], [2377, 1], [2386, 1], [2438, 1], [2457, 1], [2458, 1], [2459, 1], [2471, 1], [2474, 1], [2482, 1], [2484, 1], [2489, 1], [2498, 1], [2520, 1], [2529, 1], [2536, 1], [2537, 1], [2538, 1], [2559, 1], [2572, 1], [2573, 1], [2575, 1], [2594, 1], [2604, 1], [2611, 1], [2615, 1], [2617, 2], [2619, 1], [2620, 1], [2634, 1], [2641, 1], [2649, 1], [2668, 1], [2673, 1], [2674, 1], [2677, 1], [2690, 1], [2692, 2], [2705, 1], [2707, 1], [2709, 1], [2720, 1], [2727, 1], [2738, 1], [2744, 1], [2747, 1], [2754, 1], [2765, 1], [2789, 1], [2800, 1], [2806, 1], [2807, 1], [2810, 1], [2814, 1], [2817, 1], [2827, 1], [2837, 1], [2857, 1], [2871, 1], [2894, 1], [2896, 1], [2903, 2], [2909, 1], [2919, 1], [2925, 1], [2929, 2], [2939, 1], [2954, 1], [2958, 1], [2977, 1], [2981, 1], [2984, 1], [2986, 1], [2988, 1], [3000, 1], [3002, 1], [3003, 1], [3008, 1], [3012, 1], [3029, 1], [3032, 1], [3069, 1], [3072, 1], [3094, 1], [3095, 1], [3105, 1], [3123, 1], [3155, 1], [3165, 1], [3169, 1], [3174, 1], [3197, 2], [3212, 1], [3216, 1], [3222, 1], [3223, 1], [3228, 1], [3239, 1], [3273, 1], [3285, 1], [3301, 1], [3326, 1], [3335, 1], [3373, 1], [3382, 1], [3385, 1], [3408, 1], [3413, 2], [3414, 1], [3423, 1], [3424, 1], [3427, 1], [3440, 1], [3441, 1], [3444, 1], [3446, 1], [3450, 1], [3482, 1], [3498, 1], [3511, 1], [3516, 1], [3548, 1], [3568, 1], [3599, 1], [3609, 1], [3620, 1], [3632, 1], [3642, 1], [3646, 1], [3649, 1], [3669, 1], [3681, 1], [3685, 1], [3694, 1], [3702, 1], [3710, 1], [3717, 1], [3733, 1], [3738, 1], [3772, 1], [3791, 1], [3794, 1], [3818, 1], [3833, 1], [3849, 1], [3850, 1], [3851, 1], [3853, 2], [3856, 1], [3863, 1], [3873, 1], [3878, 1], [3879, 1], [3881, 1], [3883, 1], [3884, 1], [3891, 1], [3892, 1], [3914, 1], [3919, 1], [3936, 1], [3952, 2], [3958, 1], [3971, 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Content source: laijingsha/liupengyuan.github.io
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