Python|从给定的表达式列表生成个性化数据
给定不同的表达式列表,任务是在 csv 文件中生成这些表达式的随机组合,用于某些目的,例如与从随机数和标准名称生成数据集的序数数据模拟器相反的测试数据库。
例子:
Input :lists of your own expressions
Names = ['David', 'Emilia', 'John', 'Karmen'],
Hobbies = ['Hiking', 'football', 'Gaming', 'Skydiving'],
skills = ['Communication', 'leadership', 'cooking']
Output : a csv file with a random combination of expressions
Names, Age, Hobbies, skills
Emilia, 54, "['football', 'Hiking']", leadership
David, 22, "['Skydiving', 'Gaming']", cooking
Emilia, 59, "['football', 'Skydiving']", leadership
Emilia, 45, "['Gaming', 'football']", leadership
David, 62, "['Hiking', 'football']", cooking
David, 56, "['football', 'Hiking']", leadership
John, 17, "['Gaming', 'football']", cooking
David, 28, "['Gaming', 'football']", leadership
David, 28, "['Skydiving', 'football']", cooking
John, 17, "['Gaming', 'Skydiving']", cooking
John, 61, "['Hiking', 'football']", cooking
John, 44, "['Hiking', 'Gaming']", leadership
Emilia, 17, "['Hiking', 'Gaming']", Communication
Karmen, 34, "['football', 'Skydiving']", leadership
Emilia, 65, "['football', 'Hiking']", leadership
代码:生成个性化数据
# importing libraries
import csv
import random
# create a csv file named "abc" that contains our dataset
with open('abc.csv', 'w', newline ='') as f:
file = csv.writer(f)
file.writerow(['Names', 'Age', 'Hobbies', 'skills'])
# generate rows as much as wanted
for i in range (1, 10) :
Names =['David', 'Emilia', 'John', 'Karmen']
Hobbies =['Hiking', 'football', 'Gaming', 'Skydiving']
skills =['Communication', 'leadership', 'cooking']
file.writerow([random.choice(Names), random.randint(17, 65),
random.sample(Hobbies, 2), random.choice(skills)])