python random函数sample_Python random.sample()用法及代码示例
sample()是Python中随机模块的内置函数,可返回从序列中选择的项目的特定长度列表,即列表,元组,字符串或集合。用于随机抽样而无需更换。
用法: random.sample(sequence, k)
参数:
sequence:可以是列表,元组,字符串或集合。
k:一个整数值,它指定样本的长度。
返回:k长度从序列中选择的新元素列表。
代码1:sample()函数的简单实现。
# Python3 program to demonstrate
# the use of sample() function .
# import random
from random import sample
# Prints list of random items of given length
list1 = [1, 2, 3, 4, 5]
print(sample(list1,3))
输出:
[2, 3, 5]
代码2:sample()函数的基本用法。
# Python3 program to demonstrate
# the use of sample() function .
# import random
import random
# Prints list of random items of
# length 3 from the given list.
list1 = [1, 2, 3, 4, 5, 6]
print("With list:", random.sample(list1, 3))
# Prints list of random items of
# length 4 from the given string.
string = "GeeksforGeeks"
print("With string:", random.sample(string, 4))
# Prints list of random items of
# length 4 from the given tuple.
tuple1 = ("ankit", "geeks", "computer", "science",
"portal", "scientist", "btech")
print("With tuple:", random.sample(tuple1, 4))
# Prints list of random items of
# length 3 from the given set.
set1 = {"a", "b", "c", "d", "e"}
print("With set:", random.sample(set1, 3))
输出:
With list:[3, 1, 2]
With string:['e', 'f', 'G', 'G']
With tuple:['ankit', 'portal', 'geeks', 'computer']
With set:['b', 'd', 'c']
注意:每次返回随机项目时,输出都会有所不同。
代码3:引发异常
如果样本大小(即k)大于序列大小,则会引发ValueError。
# Python3 program to demonstrate the
# error of sample() function.
import random
list1 = [1, 2, 3, 4]
# exception raised
print(random.sample(list1, 5))
输出:
Traceback (most recent call last):
File "C:/Users/user/AppData/Local/Programs/Python/Python36/all_prgm/geeks_article/sample_method_article.py", line 8, in
print(random.sample(list1, 5))
File "C:\Users\user\AppData\Local\Programs\Python\Python36\lib\random.py", line 317, in sample
raise ValueError("Sample larger than population or is negative")
ValueError:Sample larger than population or is negative
总结
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