data_analyze_platform/LIB/MIDDLE/SaftyCenter/DataDiag_Static/main_2.py

import CBMSBatDiag
from SC_SamplingSafty import SamplingSafty
from DataStatistics import DataSta
from DiagDataMerge import DiagDataMerge
from SC_CtrlSafty import CtrlSafty
from SC_BMSUploadError import BMSReportError
import datetime
import pandas as pd
from LIB.BACKEND import DBManager, Log
from sqlalchemy import create_engine
import time, datetime
from apscheduler.schedulers.blocking import BlockingScheduler
from LIB.MIDDLE.CellStateEstimation.Common.V1_0_1 import DBDownload as DBDownload
from LIB.MIDDLE.CellStateEstimation.Common.V1_0_1 import log
from pandas.core.frame import DataFrame
import datacompy
from LIB.MIDDLE.CellStateEstimation.Common.V1_0_1 import BatParam as QX_BatteryParam
from LIB.MIDDLE.SaftyCenter.Common import DBDownload as DBDw

#...................................电池包电芯安全诊断函数......................................................................................................................
def diag_cal():
    task_on=1
    global SNnums
    global start
    #..................................设置时间..........................................................  
    start=time.time()
    end_time=datetime.datetime.now()
    start_time=end_time-datetime.timedelta(seconds=900)#10分钟跑一次，一次取10分钟数据
    start_time=start_time.strftime('%Y-%m-%d %H:%M:%S')
    end_time=end_time.strftime('%Y-%m-%d %H:%M:%S')


    
    host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'
    port=3306
    db='safety_platform'
    user='qx_algo_readonly'
    password='qx@123456'
    mode=2
    tablename2='all_fault_info_copy'
    DBRead = DBDw.DBDownload(host, port, db, user, password,mode)
    with DBRead as DBRead:
        df_Diag_Ram = DBRead.getdata('start_time','end_time','product_id','code','level','info','advice','Batpos',tablename=tablename2,factory='',sn='',timename='',st='',sp='')
    df_Diag_Ram=df_Diag_Ram.dropna(axis=1,how='any')
    df_Diag_Ram=df_Diag_Ram.reset_index(drop=True)
    
    
    for sn in SNnums:#SN遍历
        print(sn)
        
        start_time = '2021-12-30 18:00:04'
        end_time = '2021-12-30 18:15:04'
        if 'PK500' in sn:
            celltype=1 #6040三元电芯
            FactoryType=1
        elif 'PK502' in sn:
            celltype=2 #4840三元电芯
            FactoryType=1
        elif 'K504B' in sn:
            celltype=99    #60ah林磷酸铁锂电芯
            FactoryType=1
        elif 'MGMLXN750' in sn:
            celltype=3 #力信50ah三元电芯
            FactoryType=3
        elif ('MGMCLN750' or 'UD') in sn: 
            celltype=4 #CATL 50ah三元电芯
            FactoryType=2
        elif 'TJMCL'in sn:
            celltype=100 #CATL 50ah三元电芯
            FactoryType=0
        else:
            print('SN：{}，未找到对应电池类型！！！'.format(sn))
            continue
            # sys.exit()
        
        param=QX_BatteryParam.BatParam(celltype)   
        #读取原始数据库数据........................................................................................................................................................
        dbManager = DBManager.DBManager()
        df_data = dbManager.get_data(sn=sn, start_time=start_time, end_time=end_time, data_groups=['bms'])
        df_bms = df_data['bms']
        df_bms=df_bms.dropna(subset=['总电流[A]'])
        df_bms=df_bms.reset_index(drop=True)
        print(df_bms)
        #读取结果数据库数据........................................................................................................................................................
        host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'
        port=3306
        db='qx_cas'
        user='qx_algo_readonly'
        password='qx@123456'
        mode=1
        tablename1='cellstateestimation_soh'
        tablename2='cellstateestimation_uniform_socvoltdiff'       
        DBRead=DBDownload.DBDownload(host, port, db, user, password,mode)
        with DBRead as DBRead:
            df_soh=DBRead.getdata('time_st,sn,soh,cellsoh', tablename=tablename1, sn=sn, timename='time_sp', st=start_time, sp=end_time)
            df_uniform=DBRead.getdata('time,sn,cellsoc_diff,cellmin_num,cellmax_num', tablename=tablename2, sn=sn, timename='time', st=start_time, sp=end_time)

        #读取电池当前运营状态.....................................................................................................................................................
        host='rm-bp10j10qy42bzy0q7.mysql.rds.aliyuncs.com'
        port=3306
        db='qixiang_manage'
        user='qx_query'
        password='@Qx_query'
        mode=4
        tablename1='py_battery'     
        DBRead=DBDw.DBDownload(host, port, db, user, password,mode)
        with DBRead as DBRead:
            df_OprtnSta=DBRead.getdata('qrcode','status', tablename=tablename1, sn=sn, timename='', st='', sp='',factory='')#取最后一条运营状态
        errorcode_map=DataFrame()





        #电池诊断.....................................................................................................................................................................
        CellFltInfo=DataFrame(columns=['start_time', 'end_time', 'product_id', 'code', 'level', 'info','advice'])
        df_Diag_Ram_sn = df_Diag_Ram.loc[df_Diag_Ram['product_id']==sn]#历史故障
        df_Diag_Ram_sn_else = df_Diag_Ram.loc[df_Diag_Ram['product_id']!=sn]#sn之外的故障
        CellFltInfo = df_Diag_Ram_sn.drop('Batpos',axis=1)
        #获取当前故障电池的历史故障信息↑↑↑↑↑↑↑↑↑↑↑.......................................................................................................................................
        if not df_bms.empty:
            df_Diag_Batdiag_update_xq=SamplingSafty.main(sn,param,df_bms,CellFltInfo)#采样安全   
            df_Diag_Batdiag_update_xq2=CtrlSafty.main(sn,param,df_bms,df_Diag_Batdiag_update_xq)#控制安全
            batDiag=CBMSBatDiag.BatDiag(sn,celltype,df_bms, df_soh, df_uniform, df_Diag_Batdiag_update_xq2)#鹏飞计算
            df_Diag_Batdiag_update2=batDiag.diag()
            df_Diag_Batdiag_update=BMSReportError.main(sn,df_bms,df_Diag_Batdiag_update2,FactoryType,errorcode_map)
            # df_Diag_Batdiag_update=BatDiag.diag() 
        else:
            df_Diag_Batdiag_update_xq=DataFrame(columns=['start_time','end_time','product_id','code','level','info','advice','Batpos'])
            df_Diag_Batdiag_update_xq2=DataFrame(columns=['start_time','end_time','product_id','code','level','info','advice','Batpos'])
            df_Diag_Batdiag_update2=DataFrame(columns=['start_time','end_time','product_id','code','level','info','advice','Batpos'])
            df_Diag_Batdiag_update=DataFrame(columns=['start_time','end_time','product_id','code','level','info','advice','Batpos'])
        df_Diag_Ram_add,df_Diag_Ram_Update=DiagDataMerge.DetaMerge(df_Diag_Ram_sn,df_Diag_Batdiag_update,df_OprtnSta,df_Diag_Ram_sn_else)
    task_on=0        


#...............................................主函数.......................................................................................................................
if __name__ == "__main__":
    global SNnums
    global task_on
    
    task_on=0
    SNnums = ['PK504B10100004349']
    
    mylog=log.Mylog('log.txt','error')

    #............................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................
    host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'
    port=3306
    db='safety_platform'
    user='qx_algo_readonly'
    password='qx@123456'
    mode=2
    tablename2='all_fault_info'
    DBRead = DBDw.DBDownload(host, port, db, user, password,mode)
    with DBRead as DBRead:
        df_Diag_Ram = DBRead.getdata('start_time','end_time','product_id','code','level','info','advice','Batpos','factory',tablename=tablename2,factory='',sn='',timename='',st='',sp='')
    # result=pd.read_csv(r'D:\Work\Code_write\data_analyze_platform\USER\01Screen_Problem\result.csv',encoding='gbk')

    #定时任务.......................................................................................................................................................................
    scheduler = BlockingScheduler()
    diag_cal()
    # DaTa_Sta_Minutes_Task()
    # DaTa_Sta_Week_Task()  

    # if task_on==0:
    #     scheduler.add_job(DaTa_Sta_Week_Task, 'interval', days=7, id='Week_Task')
    #     scheduler.add_job(diag_cal, 'interval', seconds=900, id='diag_job')
    #     scheduler.add_job(DaTa_Sta_Minutes_Task, 'interval', seconds=180, id='Hour_Task')

    # try:

    #     scheduler.start()
    # except Exception as e:
    #     scheduler.shutdown()
    #     print(repr(e))
    #     mylog.logopt(e)