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sjk
348
export_clicks_to_csv.py
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348
export_clicks_to_csv.py
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"""
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导出点击记录到CSV文件
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支持开发环境（dev）和生产环境（prod）
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"""
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import os
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import sys
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import csv
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import argparse
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from pathlib import Path
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from datetime import datetime
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from loguru import logger
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from config import Config
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from db_manager import ClickManager
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# 配置日志
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logger.remove()
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logger.add(
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sys.stdout,
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format="<green>{time:YYYY-MM-DD HH:mm:ss}</green> | <level>{level: <8}</level> | <level>{message}</level>",
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level="INFO"
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)
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class ClickExporter:
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"""点击记录导出器"""
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def __init__(self):
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"""初始化导出器"""
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self.config = Config
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self.click_manager = ClickManager()
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logger.info("=" * 70)
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logger.info(f"点击记录导出器已初始化")
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logger.info(f"当前环境: {self.config.ENV}")
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logger.info(f"数据库配置:")
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logger.info(f" - Host: {self.config.MYSQL_HOST}:{self.config.MYSQL_PORT}")
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logger.info(f" - Database: {self.config.MYSQL_DATABASE}")
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logger.info(f" - User: {self.config.MYSQL_USER}")
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logger.info("=" * 70)
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logger.info("提示: 通过设置环境变量 ENV=production 切换到生产环境")
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logger.info("=" * 70)
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def get_all_clicks(self, start_date: str = None, end_date: str = None,
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site_id: int = None, limit: int = None, join_mode: str = 'simple') -> list:
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"""
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查询点击记录
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Args:
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start_date: 开始日期 YYYY-MM-DD
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end_date: 结束日期 YYYY-MM-DD
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site_id: 站点ID筛选
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limit: 限制数量
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join_mode: 查询模式 simple=仅点击表, full=联合三表
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Returns:
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点击记录列表
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"""
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try:
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conn = self.click_manager.get_connection()
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cursor = conn.cursor()
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# 根据模式构建不同的SQL查询
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if join_mode == 'full':
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# 联合三表查询
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sql = """
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SELECT
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c.id as click_id,
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c.site_id,
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c.site_url,
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c.click_time,
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c.user_ip,
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c.device_type,
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c.task_id as click_task_id,
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c.operator as click_operator,
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s.site_name,
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s.status as site_status,
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s.site_dimension,
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s.click_count as total_click_count,
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s.reply_count as total_reply_count,
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i.id as interaction_id,
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i.interaction_type,
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i.interaction_time,
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i.interaction_status,
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i.reply_content,
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i.response_received,
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i.response_content,
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i.is_successful as interaction_successful,
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i.proxy_ip as interaction_proxy_ip,
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i.fingerprint_id,
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i.error_message
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FROM ai_mip_click c
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LEFT JOIN ai_mip_site s ON c.site_id = s.id
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LEFT JOIN ai_mip_interaction i ON c.id = i.click_id
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WHERE 1=1
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"""
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else:
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# 简单查询，仅点击表
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sql = "SELECT * FROM ai_mip_click WHERE 1=1"
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params = []
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if start_date:
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sql += " AND c.click_time >= %s" if join_mode == 'full' else " AND click_time >= %s"
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params.append(f"{start_date} 00:00:00")
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if end_date:
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sql += " AND c.click_time <= %s" if join_mode == 'full' else " AND click_time <= %s"
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params.append(f"{end_date} 23:59:59")
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if site_id:
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sql += " AND c.site_id = %s" if join_mode == 'full' else " AND site_id = %s"
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params.append(site_id)
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sql += " ORDER BY c.click_time DESC" if join_mode == 'full' else " ORDER BY click_time DESC"
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if limit:
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sql += f" LIMIT {limit}"
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logger.info(f"查询模式: {join_mode}")
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logger.info(f"执行查询: {sql[:200]}..." if len(sql) > 200 else f"执行查询: {sql}")
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logger.info(f"参数: {params}")
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cursor.execute(sql, params if params else None)
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# 获取列名
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columns = [desc[0] for desc in cursor.description]
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# 获取所有记录
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rows = cursor.fetchall()
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# 转换为字典列表
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clicks = []
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for row in rows:
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click_dict = {}
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for idx, col in enumerate(columns):
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value = row[idx]
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# 处理datetime类型
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if isinstance(value, datetime):
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value = value.strftime('%Y-%m-%d %H:%M:%S')
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click_dict[col] = value
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clicks.append(click_dict)
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conn.close()
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logger.success(f"查询成功，获取到 {len(clicks)} 条记录")
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return clicks
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except Exception as e:
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logger.error(f"查询点击记录失败: {str(e)}")
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return []
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def export_to_csv(self, clicks: list, output_file: str, encoding: str = 'utf-8-sig'):
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"""
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导出到CSV文件
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Args:
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clicks: 点击记录列表
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output_file: 输出文件路径
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encoding: 文件编码，默认utf-8-sig（Excel兼容）
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"""
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if not clicks:
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logger.warning("没有数据可导出")
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return False
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try:
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# 确保输出目录存在
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output_path = Path(output_file)
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output_path.parent.mkdir(parents=True, exist_ok=True)
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# 定义字段中文映射
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field_mapping = {
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# 点击表字段
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'id': '点击ID',
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'click_id': '点击ID',
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'site_id': '站点ID',
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'site_url': '站点URL',
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'click_time': '点击时间',
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'user_ip': '用户IP',
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'user_agent': '浏览器标识',
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'referer_url': '来源页面',
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'device_type': '设备类型',
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'click_count': '点击次数',
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'is_valid': '是否有效',
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'task_id': '任务ID',
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'click_task_id': '任务ID',
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'operator': '操作者',
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'click_operator': '操作者',
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'created_at': '创建时间',
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# 站点表字段
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'site_name': '站点名称',
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'site_status': '站点状态',
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'status': '状态',
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'site_dimension': '站点维度',
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'total_click_count': '总点击数',
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'total_reply_count': '总回复数',
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# 互动表字段
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'interaction_id': '互动ID',
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'interaction_type': '互动类型',
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'interaction_time': '互动时间',
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'interaction_status': '互动状态',
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'reply_content': '回复内容',
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'response_received': '是否收到回复',
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'response_content': '对方回复内容',
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'interaction_successful': '互动是否成功',
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'is_successful': '是否成功',
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'interaction_proxy_ip': '代理IP',
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'proxy_ip': '代理IP',
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'fingerprint_id': '浏览器指纹ID',
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'error_message': '错误信息',
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}
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# 获取所有字段名（英文）
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fieldnames = list(clicks[0].keys())
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# 转换为中文字段名
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chinese_fieldnames = [field_mapping.get(field, field) for field in fieldnames]
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# 写入CSV
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with open(output_file, 'w', newline='', encoding=encoding) as csvfile:
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writer = csv.writer(csvfile)
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# 写入中文表头
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writer.writerow(chinese_fieldnames)
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# 写入数据行
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for click in clicks:
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row = [click.get(field, '') for field in fieldnames]
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writer.writerow(row)
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logger.success(f"成功导出 {len(clicks)} 条记录到: {output_file}")
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logger.info(f"文件大小: {output_path.stat().st_size / 1024:.2f} KB")
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return True
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except Exception as e:
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logger.error(f"导出CSV失败: {str(e)}")
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return False
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def print_summary(self, clicks: list):
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"""打印数据摘要"""
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if not clicks:
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return
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logger.info("\n" + "=" * 70)
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logger.info("数据摘要")
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logger.info("=" * 70)
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logger.info(f"总记录数: {len(clicks)}")
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# 统计设备类型
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device_stats = {}
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for click in clicks:
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device = click.get('device_type', 'unknown')
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device_stats[device] = device_stats.get(device, 0) + 1
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logger.info(f"设备类型分布:")
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for device, count in device_stats.items():
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logger.info(f" - {device}: {count} 条")
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# 时间范围
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if clicks:
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times = [click.get('click_time') for click in clicks if click.get('click_time')]
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if times:
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logger.info(f"时间范围: {min(times)} ~ {max(times)}")
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logger.info("=" * 70)
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def main():
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"""主函数"""
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parser = argparse.ArgumentParser(
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description='导出点击记录到CSV文件（环境通过ENV环境变量控制）',
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formatter_class=argparse.RawDescriptionHelpFormatter,
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epilog="""
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使用示例:
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# 导出开发环境所有点击记录（默认，仅点击表）
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python export_clicks_to_csv.py -o clicks_dev.csv
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# 导出联合三表的完整数据（包含站点信息和互动记录）
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python export_clicks_to_csv.py -o clicks_full.csv --join-mode full
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# 导出生产环境点击记录（设置ENV环境变量）
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$env:ENV="production"; python export_clicks_to_csv.py -o clicks_prod.csv --join-mode full
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# 按日期范围导出
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python export_clicks_to_csv.py -o clicks.csv --start-date 2026-01-01 --end-date 2026-01-31 --join-mode full
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# 导出指定站点的记录
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python export_clicks_to_csv.py -o clicks.csv --site-id 123 --join-mode full
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# 限制导出数量
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python export_clicks_to_csv.py -o clicks.csv --limit 1000 --join-mode full
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"""
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)
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parser.add_argument('-o', '--output', required=True,
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help='输出CSV文件路径')
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parser.add_argument('--start-date', help='开始日期 YYYY-MM-DD')
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parser.add_argument('--end-date', help='结束日期 YYYY-MM-DD')
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parser.add_argument('--site-id', type=int, help='站点ID筛选')
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parser.add_argument('--limit', type=int, help='限制导出数量')
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parser.add_argument('--join-mode', choices=['simple', 'full'], default='simple',
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help='查询模式: simple=仅点击表, full=联合三表（点击+站点+互动）')
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parser.add_argument('--encoding', default='utf-8-sig',
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help='文件编码，默认utf-8-sig（Excel兼容）')
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args = parser.parse_args()
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try:
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# 创建导出器
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exporter = ClickExporter()
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# 查询点击记录
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logger.info("\n开始查询点击记录...")
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clicks = exporter.get_all_clicks(
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start_date=args.start_date,
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end_date=args.end_date,
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site_id=args.site_id,
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limit=args.limit,
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join_mode=args.join_mode
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)
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if not clicks:
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logger.warning("没有找到符合条件的记录")
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sys.exit(1)
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# 打印摘要
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exporter.print_summary(clicks)
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# 导出到CSV
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logger.info(f"\n开始导出到: {args.output}")
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success = exporter.export_to_csv(clicks, args.output, args.encoding)
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if success:
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logger.success("\n导出完成！")
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sys.exit(0)
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else:
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logger.error("\n导出失败")
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sys.exit(1)
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except KeyboardInterrupt:
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logger.warning("\n用户中断导出")
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sys.exit(130)
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except Exception as e:
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logger.error(f"导出失败: {str(e)}")
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sys.exit(1)
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if __name__ == '__main__':
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main()
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