python使用faker生成随机测试数据
import csv
from sys import prefix
from faker import Faker
import random
import pymysql.cursors
import datetime
import string
def insert_into_deliverypersonnel(data):
connection = pymysql.connect(host='localhost',
user='root',
password='',
database='djangoz04j9t0n',
cursorclass=pymysql.cursors.DictCursor)
try:
with connection.cursor() as cursor:
sql = "insert into deliverypersonnel(employeeid,name,gender,age,workage,workarea,email,phone,address,deliveryrecord,workefficiency)values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)"
cursor.execute(sql, data)
connection.commit()
except:
print('hello')
finally:
connection.close()
def insert_into_order_data(workarea):
prefix = '订单'
length = 6
current_date = datetime.datetime.now().strftime('%Y%m%d%H%M%S')
random_str = ''.join(random.choices(string.ascii_uppercase + string.digits, k=length))
ordername = f"{prefix}_{current_date}_{random_str}"
print(ordername)
order_type_list = ['生鲜','餐饮美食','甜点饮品','商超日用品','鲜花绿植','医药','跑腿服务','垂直消费品类']
ordertype=order_type_list[random.randint(0,7)]
order_quantity = random.randint(5, 100)
orderdistribution= workarea
quarter_list = ['第1季度', '第2季度', '第3季度', '第4季度']
quarter = quarter_list[random.randint(0,3)]
amountofmoney = random.randint(50, 1000)
connection = pymysql.connect(host='localhost',
user='root',
password='',
database='djangoz04j9t0n',
cursorclass=pymysql.cursors.DictCursor)
try:
with connection.cursor() as cursor:
sql = "insert into orderdata(ordername, ordertype, orderquantity, orderdistribution, quarter, amountofmoney)values(%s,%s,%s,%s,%s,%s)"
cursor.execute(sql, (
ordername, ordertype, order_quantity, orderdistribution, quarter, amountofmoney))
connection.commit()
except:
print('hello')
finally:
connection.close()
def insert_into_schedulingsystem():
sql = "insert into schedulingsystem(ordername, ordertype, employeeid, name, phone, deliveryrecord) select ordername, ordertype, employeeid, name, phone, deliveryrecord from orderdata,deliverypersonnel where orderdata.id = deliverypersonnel.id "
def insert_into_customersatisfaction():
sql = 'insert into customersatisfaction(ordername, ordertype)select ordername, ordertype from orderdata'
for i in range(1, 14007):
print(i)
name = fake.name()
print(name)
satisfaction_list = ['非常满意', '满意', '不满意', '非常不满意']
satisfaction = satisfaction_list[random.randint(0, 3)]
print(satisfaction)
connection = pymysql.connect(host='localhost',
user='root',
password='',
database='djangoz04j9t0n',
cursorclass=pymysql.cursors.DictCursor)
try:
with connection.cursor() as cursor:
sql = "update customersatisfaction set customername = %s, satisfaction=%s, evaluationcontent=%s where id=%s"
cursor.execute(sql, (name, satisfaction, satisfaction, str(i)))
connection.commit()
print('执行完毕')
except:
print('hello')
finally:
connection.close()
fake = Faker(["zh_CN"])
Faker.seed(random.randint(0, 100000))
insert_into_customersatisfaction()
原文链接: www.cnblogs.com/zqxLonely/p…