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-__author__ = 'lmstack'
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-#coding=utf-8
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-import os
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-import datetime
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-import pandas as pd
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-from LIB.BACKEND import DBManager, Log
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-from sqlalchemy import create_engine
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-from sqlalchemy.orm import sessionmaker
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-import soc_version_20220812
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-import time, datetime
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-import traceback
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-from LIB.MIDDLE.CellStateEstimation.Common import log
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-from LIB.MIDDLE.CellStateEstimation.BatDiag.V1_0_0 import CBMSBatDiag
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-
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-from LIB.MIDDLE.CellStateEstimation.Common.V1_0_1 import DBDownload
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-from urllib import parse
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-import pymysql
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-import pdb
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-from apscheduler.schedulers.blocking import BlockingScheduler
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-import datacompy
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-import logging
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-import multiprocessing
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-#...................................电池包SOC计算......................................................................................................................
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-
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-def SOC_cal():
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-
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- start=time.time()
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- now_time=datetime.datetime.now()
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- start_time=now_time-datetime.timedelta(seconds=300)
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- start_time=start_time.strftime('%Y-%m-%d %H:%M:%S')
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- end_time=now_time.strftime('%Y-%m-%d %H:%M:%S')
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-
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- #数据库配置
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- host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'
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- port=3306
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- db='safety_platform'
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- user='qx_read'
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- password='Qx@123456'
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-
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-
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- db_res_engine = create_engine(
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- "mysql+pymysql://{}:{}@{}:{}/{}?charset=utf8".format(
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- user, parse.quote_plus(password), host, port, db
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- ))
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-
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-
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- for i in range(0, len(df_sn)):
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- factory = "骑享"
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- sn = df_sn.loc[i, 'sn']
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- try:
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- if df_sn.loc[i, 'imei'][5:9] == 'N640':
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- celltype=1 #6040三元电芯
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- elif df_sn.loc[i, 'imei'][5:9] == 'N440':
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- celltype=2 #4840三元电芯
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- elif df_sn.loc[i, 'imei'][5:9] == 'L660':
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- celltype=99 # 6060锂电芯
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- elif df_sn.loc[i, 'imei'][3:5] == 'LX' and df_sn.loc[i, 'imei'][5:9] == 'N750':
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- celltype=3 #力信 50ah三元电芯
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- elif df_sn.loc[i, 'imei'][3:5] == 'CL' and df_sn.loc[i, 'imei'][5:9] == 'N750':
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- celltype=4 #CATL 50ah三元电芯
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- elif df_sn.loc[i, 'imei'][3:9] == 'CLL128':
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- celltype=100 # 重卡
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- factory = "金茂换电"
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- elif df_sn.loc[i, 'imei'][0:6] == 'SPFPFL':
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- celltype=200#储能电站
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- factory = "平峰"
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- else:
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- logger.info("pid-{} celltype-{} SN: {} SKIP!".format(os.getpid(), "未知", sn))
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- continue
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-
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- logger.info("pid-{} celltype-{} SN: {} START!".format(os.getpid(), celltype, sn))
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-
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- #读取原始数据库数据........................................................................................................................................................
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- dbManager = DBManager.DBManager()
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- df_data = dbManager.get_data(sn=sn, start_time=start_time, end_time=end_time, data_groups=['bms'])
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- df_bms = df_data['bms']
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-
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-
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- #电池诊断................................................................................................................................................................
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- if not df_bms.empty:
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- SOC_result=soc_version_20220812.soc_test(sn,df_bms)
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- SOC_result.columns=['sn','soc','time']
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- SOC_result.reset_index(inplace=True,drop=True)
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- print(SOC_result)
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- #新增故障筛选并存入数据库.....................................................................
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- if not SOC_result.empty: #新增写入数据库
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- SOC_result.to_sql('pingfeng_soc_cal',con=db_res_engine, if_exists='append',index=False)
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-
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- end=time.time()
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- print(end-start)
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-
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- except Exception as e:
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- logger.warning(e)
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- logger.error(traceback.format_exc)
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- logger.error(u"{} :{},{} 任务运行错误\n".format(sn,start_time,end_time), exc_info=True)
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-
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-
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-if __name__ == "__main__":
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-
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- # 时间设置
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- # now_time = datetime.datetime.now()
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- # pre_time = now_time + dateutil.relativedelta.relativedelta(days=-1)# 前一日
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- # end_time=datetime.datetime.strftime(now_time,"%Y-%m-%d 00:00:00")
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- # start_time=datetime.datetime.strftime(pre_time,"%Y-%m-%d 00:00:00")
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-
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- history_run_flag = False # 历史数据运行标志
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-
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- def get_sn():
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- global df_sn
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- # # 更新sn列表
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- host='rm-bp10j10qy42bzy0q7.mysql.rds.aliyuncs.com'
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- port=3306
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- db='qixiang_oss'
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- user='qixiang_oss'
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- password='Qixiang2021'
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- conn = pymysql.connect(host=host, port=port, user=user, password=password, database=db)
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- cursor = conn.cursor()
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- cursor.execute("select sn, imei, add_time from app_device where status in (1,2,3)")
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- res = cursor.fetchall()
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- df_sn = pd.DataFrame(res, columns=['sn', 'imei', 'add_time'])
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- df_sn = df_sn[df_sn['sn'].str.contains('SPFPFL')]
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- #df_sn = df_sn[df_sn['sn'].str.contains('PK500A20100000941')]
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-
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- df_sn = df_sn.reset_index(drop=True)
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- #conn.close();
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-
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-
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- # # 数据库配置
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- # host = 'rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'
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- # port = 3306
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- # user = 'qx_cas'
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- # password = parse.quote_plus('Qx@123456')
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- # database = 'qx_cas'
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-
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- # db_engine = create_engine(
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- # "mysql+pymysql://{}:{}@{}:{}/{}?charset=utf8".format(
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- # user, password, host, port, database
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- # ))
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- # DbSession = sessionmaker(bind=db_engine)
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-
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- # # 运行历史数据配置
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-
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- # df_first_data_time = pd.read_sql("select * from bat_first_data_time", db_engine)
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-
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-
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- # 日志配置
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- now_str = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime()).replace(":","_")
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- log_path = 'log/' + now_str
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- if not os.path.exists(log_path):
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- os.makedirs(log_path)
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- log = Log.Mylog(log_name='batDiag', log_level = 'info')
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- log.set_file_hl(file_name='{}/info.log'.format(log_path), log_level='info', size=1024* 1024 * 100)
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- log.set_file_hl(file_name='{}/error.log'.format(log_path), log_level='error', size=1024* 1024 * 100)
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- logger = log.get_logger()
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-
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- logger.info("pid is {}".format(os.getpid()))
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-
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- # # 算法参数
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- # host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'
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- # port=3306
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- # db='safety_platform'
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- # user='qx_read'
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- # password=parse.quote_plus('Qx@123456')
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- # tablename='all_fault_info'
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- # db_res_engine = create_engine(
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- # "mysql+pymysql://{}:{}@{}:{}/{}?charset=utf8".format(
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- # user, password, host, port, db
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- # ))
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-
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-
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- #............................模块运行前,先读取数据库中所有结束时间为0的数据,需要从数据库中读取................
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- # print("select start_time, end_time, product_id, code, level, info, advice, factory from {}".format(tablename))
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-
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- # result=pd.read_sql("select start_time, end_time, product_id, code, level, info, advice from all_fault_info where factory = '{}'".format('骑享'), db_res_engine)
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- # result = result[['start_time', 'end_time', 'product_id', 'code', 'level', 'info', 'advice']]
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- # df_diag_ram=result[(result['end_time']=='0000-00-00 00:00:00') & (result['code']==119)]
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- df_bms_ram=pd.DataFrame(columns=['time', 'sn', 'packvolt', 'cellvolt', 'celltemp'])
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- get_sn()
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- SOC_cal()
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- #定时任务.......................................................................................................................................................................
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- scheduler = BlockingScheduler()
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- scheduler.add_job(get_sn, 'interval', days=1, id='get_sn')
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- scheduler.add_job(SOC_cal, 'interval', seconds=300, id='SOC_cal')
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-
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- try:
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- scheduler.start()
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- except Exception as e:
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- scheduler.shutdown()
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- logger.error(str(e))
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-
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