stock-operation/user_events/data/collector/DataCollector.py

# -*- coding: utf-8 -*-
"""
@author: zsc
@time: 2024/11/18
@desc:  数据采集
"""


import random

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 = ['click', 'view', 'add_to_cart', 'purchase', 'review']
        prodoct = ['渝快贷', '', 'item3', 'item4', 'item5']
        users = ['User{}'.format(i) for i in range(1, 21)]
        self.data = [
            {'user': random.choice(users), 'action': random.choice(actions), 'item': random.choice(items)}
            for _ in range(100)
        ]
        return self.data