91 lines
3.0 KiB
Python
91 lines
3.0 KiB
Python
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from datetime import datetime, timedelta
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import pandas as pd
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import pymysql
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from sqlalchemy import create_engine
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import requests
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import json
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# 1. 获取当前系统时间[1,3,6](@ref)
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def get_current_time():
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"""获取格式化的当前系统时间"""
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return datetime.now().strftime("%Y-%m-%d %H:%M:%S")
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# 2. 数据库查询（核心函数）
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def fetch_activation_data():
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"""获取激活车辆数据"""
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connection_uri = f"mysql+pymysql://{DB_CONFIG['user']}:{DB_CONFIG['password']}@{DB_CONFIG['host']}:{DB_CONFIG['port']}/{DB_CONFIG['database']}"
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engine = create_engine(connection_uri)
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sql_query = """
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SELECT
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v_sim_info.ACTIVATION_DATE as active_date
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FROM v_vehicle_info
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JOIN v_tbox_info USING (VIN)
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JOIN v_sim_info USING (SN)
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WHERE v_sim_info.STATE = 2; -- 只查询激活状态车辆
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"""
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return pd.read_sql(sql_query, engine)
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# 3. 统计计算
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def calculate_stats(df):
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"""计算多维统计指标"""
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# 基础数据处理[1](@ref)
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df['active_date'] = pd.to_datetime(df['active_date']).dt.date
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# 本周统计（06-02至06-05）
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start_week = datetime(2025, 6, 2).date()
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end_week = datetime(2025, 6, 5).date()
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weekly_data = df[(df['active_date'] >= start_week) & (df['active_date'] <= end_week)]
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# 近三月统计（03-05至06-05）
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start_3month = (datetime.now() - timedelta(days=90)).date()
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monthly_data = df[df['active_date'] >= start_3month]
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return {
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"本周激活总数": len(weekly_data),
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"本周每日激活": weekly_data.groupby('active_date').size().to_dict(),
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"近三月激活总数": len(monthly_data),
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"累计激活总数": len(df)
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}
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# 4. 飞书机器人消息发送
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def send_feishu_report(stats):
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"""发送统计报告"""
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message = f"🚗 **车辆激活统计报告**（{get_current_time()}）\n\n"
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message += f"🔹 **本周激活总数**: {stats['本周激活总数']}辆\n"
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message += "🔹 **本周每日激活**:\n"
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for date, count in stats['本周每日激活'].items():
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message += f" ▸ {date}: {count}辆\n"
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message += f"\n🔹 **近三月激活总数**: {stats['近三月激活总数']}辆\n"
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message += f"🔹 **累计激活总数**: {stats['累计激活总数']}辆"
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requests.post(FEISHU_WEBHOOK_URL, json={
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"msg_type": "text",
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"content": {"text": message}
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})
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# 主流程
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if __name__ == "__main__":
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# 配置参数
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FEISHU_WEBHOOK_URL = "https://open.feishu.cn/open-apis/bot/v2/hook/ff3726f6-d4e3-455b-ae65-bca471305733"
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# 数据库连接
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DB_CONFIG = {
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'host': 'eutsp-prod.mysql.germany.rds.aliyuncs.com',
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'port': 3306, # MySQL默认端口
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'user': 'international_tsp_eu_r',
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'password': 'ZXhBgo1TB2XbF3kP',
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'database': 'chery_international_tsp_eu'
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}
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# 执行统计
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df = fetch_activation_data()
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stats = calculate_stats(df)
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# 发送报告
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send_feishu_report(stats)
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print("✅ 统计报告已发送至飞书")
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