#coding=utf-8 import os import datetime import pandas as pd from LIB.BACKEND import DBManager, Log from LIB.MIDDLE.SignalMonitor import SignalMonitor from sqlalchemy import create_engine from sqlalchemy.orm import sessionmaker import time, datetime import traceback import pymysql from urllib import parse import dateutil.relativedelta dbManager = DBManager.DBManager() if __name__ == "__main__": # 时间设置 now_time = datetime.datetime.now() pre_time = now_time + dateutil.relativedelta.relativedelta(days=-1) end_time=datetime.datetime.strftime(now_time,"%Y-%m-%d 00:00:00") start_time=datetime.datetime.strftime(pre_time,"%Y-%m-%d 00:00:00") # 更新sn列表 host='rm-bp10j10qy42bzy0q7.mysql.rds.aliyuncs.com' port=3306 db='qixiang_oss' user='qixiang_oss' password='Qixiang2021' conn = pymysql.connect(host=host, port=port, user=user, password=password, database=db) cursor = conn.cursor() cursor.execute("select sn, imei from app_device") res = cursor.fetchall() df_sn = pd.DataFrame(res, columns=['sn', 'imei']) df_sn = df_sn.reset_index(drop=True) conn.close(); # 数据库配置 host = 'rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com' port = 3306 user = 'qx_cas' password = parse.quote_plus('Qx@123456') database = 'qx_cas' db_engine = create_engine( "mysql+pymysql://{}:{}@{}:{}/{}?charset=utf8".format( user, password, host, port, database )) DbSession = sessionmaker(bind=db_engine) # 日志配置 now_str = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime()).replace(":","_") log_path = 'log/' + now_str if not os.path.exists(log_path): os.makedirs(log_path) log = Log.Mylog(log_name='signal_monitor', log_level = 'info') log.set_file_hl(file_name='{}/info.log'.format(log_path), log_level='info', size=1024* 1024 * 100) log.set_file_hl(file_name='{}/error.log'.format(log_path), log_level='error', size=1024* 1024 * 100) logger = log.get_logger() logger.info("pid is + {}. ".format(os.getpid())) # # 算法运行 count = 0 signalMonitor = SignalMonitor.SignalMonitor() cal_period = 24 # 计算间隔,单位h for i in range(0, len(df_sn['sn'])): # 遍历SN号 count = count + 1 sn = [df_sn.loc[i,'sn']] st = datetime.datetime.strptime(start_time, "%Y-%m-%d %H:%M:%S") et = datetime.datetime.strptime(end_time, "%Y-%m-%d %H:%M:%S") df_last_state = pd.DataFrame( columns=['sn', 'current', 'Timestamp', 'PackState', 'LineState']) # 每日最后BMS数据 df_last_state_gps = pd.DataFrame( columns=['sn', 'Timestamp', 'PackState', 'LineState', 'latitude', 'longitude']) # 每日最后GPS数据 df_res = pd.DataFrame(columns=[ 'sn', 'PackState', 'LineState', 'StartTime', 'EndTime', 'OfflineTime']) # 初始化BMS信号统计数据 df_res_gps = pd.DataFrame(columns=[ 'sn', 'PackState', 'LineState', 'StartTime', 'EndTime', 'OfflineTime', 'latitude', 'longitude']) # 初 logger.info("pid-{} {}/{}, {} {} START!".format(os.getpid(), str(count), str(len(df_sn)), sn, str(st))) while st < et: try: df_res, df_state, df_last_state = signalMonitor.get_bms_offline_stat( sn, st, et, df_res, df_last_state, cal_period) # 计算每日BMS信号统计数据 df_res_gps, df_last_state_gps = signalMonitor.get_gps_offline_stat( sn, st, et, df_state, df_res_gps, df_last_state_gps, cal_period) # 计算每日GPS信号统计数据 st = st + datetime.timedelta(hours=cal_period) except Exception as e: st = st + datetime.timedelta(hours=cal_period) logger.error(traceback.format_exc) logger.error(u"{} :{},{} 任务运行错误".format(sn,st,et), exc_info=True) # 数据入库 df_tosql = df_res_gps.copy() df_tosql.columns = ['sn', 'pack_state', 'line_state', 'start_time', 'end_time', 'offline_time','latitude', 'longitude'] df_tosql.to_sql("signal_monitor_gps",con=db_engine, if_exists="append",index=False) df_tosql = df_res.copy() df_tosql.columns = ['sn', 'pack_state', 'line_state', 'start_time', 'end_time', 'offline_time'] df_tosql.to_sql("signal_monitor_bms",con=db_engine, if_exists="append",index=False) # 数据入库 df_tosql = df_last_state.copy() df_tosql.columns = ['sn', 'current', 'time_stamp', 'pack_state', 'line_state'] df_tosql.to_sql("signal_monitor_bms_last_day",con=db_engine, if_exists="append",index=False) df_tosql = df_last_state_gps.copy() df_tosql.columns = ['sn', 'time_stamp', 'pack_state', 'line_state','latitude', 'longitude'] df_tosql.to_sql("signal_monitor_gps_last_day",con=db_engine, if_exists="append",index=False) logger.info("{}/{}, {} {} DONE!".format(str(count), str(len(df_sn)), sn, str(st))) print(count)