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- # -*- coding: utf-8 -*-
- """
- @author: zsc
- @time: 2024/11/18
- @desc: 数据采集
- """
- import random
- # 数据收集模块
- class DataCollector:
- def __init__(self):
- self.data = []
- def collect(self):
- # 模拟从数据库或API收集数据，包含至少20条记录和多种行为
- actions = [
- '浏览-产品介绍页', '点击-立即申请', '浏览-公积金授权页', '浏览-额度申请结果',
- '点击-立即提额', '浏览-提额方式选择页', '点击-线上公积金认证', '浏览-提额申请结果',
- '点击-立即支用', '填写-借款申请页', '浏览-确认借款页', '浏览-支用结果页', '结果-支用成功'
- ]
- products = ['渝快贷', '渝悦贷', '房快贷']
- channels = ['手机银行', '微银行']
- users = ['User{}'.format(i) for i in range(1, 21)]
- self.data = [
- {
- 'user': random.choice(users),
- 'action': random.choice(actions),
- 'product': random.choice(products),
- 'channel': random.choice(channels)
- }
- for _ in range(100)
- ]
- return self.data
- # 其他模块代码保持不变...
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