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@@ -40,9 +40,8 @@ def diag_cal():
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DBRead = DBDw.DBDownload(host, port, db, user, password,mode)
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with DBRead as DBRead:
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df_Diag_Ram = DBRead.getdata('start_time','end_time','product_id','code','level','info','advice','Batpos',tablename=tablename2,factory='骑享',sn='',timename='',st='',sp='')
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+ df_Diag_Ram=df_Diag_Ram.dropna(how='any')
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-
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- print('起',len(df_Diag_Ram))
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for sn in SNnums:#SN遍历
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print(sn)
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if 'PK500' in sn:
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@@ -55,6 +54,8 @@ def diag_cal():
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celltype=3 #力信50ah三元电芯
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elif 'MGMCLN750' or 'UD' in sn:
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celltype=4 #CATL 50ah三元电芯
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+ elif 'TJMCL'in sn:
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+ celltype=100 #CATL 50ah三元电芯
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else:
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print('SN:{},未找到对应电池类型!!!'.format(sn))
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continue
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@@ -64,7 +65,7 @@ def diag_cal():
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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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+ df_bms=df_bms.dropna(how='any')
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#读取结果数据库数据........................................................................................................................................................
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host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'
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port=3306
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@@ -116,8 +117,8 @@ def diag_cal():
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#.................................统计程序...............................
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def DaTa_Sta_Week_Task():
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task_on=1
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+ factory_info=['骑享','金茂换电']
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all_period_fault_info=DataFrame(columns=['factory','week','level1_count','level2_count','level3_count','level4_count','level5_count','solve_rate'])
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- #............................获取数据................................
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toweek='Week'+time.strftime('%W')
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host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'
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port=3306
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@@ -128,28 +129,32 @@ def DaTa_Sta_Week_Task():
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tablename1='all_fault_info'
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DBRead=DBDw.DBDownload(host, port, db, user, password,mode)
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with DBRead as DBRead:
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- df_fltinfo=DBRead.getdata('product_id','level','code','start_time','end_time','batpos',tablename=tablename1,factory='骑享',sn='',timename='',st='',sp='')#dbdownload经过了改编
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- #............................获取时间................................
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- end_time=datetime.datetime.now()
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- # end_time=datetime.datetime.strptime(end_time,'%Y-%m-%d')
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- start_time_week=end_time-datetime.timedelta(days=7)
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- start_time_week=start_time_week.strftime('%Y-%m-%d')
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- end_time=end_time.strftime('%Y-%m-%d')
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- FltAlarmInfo,Celltype=DataSta.SaftyWarningSta(df_fltinfo,start_time_week,end_time)
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- FaultLvlCount=DataSta.WeekInfoSta(df_fltinfo,start_time_week,end_time)
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- for i in range(1,6):
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- if not FaultLvlCount[FaultLvlCount['level']==i]['product_id'].empty:
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- all_period_fault_info.loc[0,'level'+str(i)+'_count']=int(FaultLvlCount[FaultLvlCount['level']==i]['product_id'].values)
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- else:
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- all_period_fault_info.loc[0,'level'+str(i)+'_count']=int(0)
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- all_period_fault_info.loc[0,'factory']='骑享'
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- all_period_fault_info.loc[0,'week']=toweek
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- all_period_fault_info.loc[0,'solve_rate']=FltAlarmInfo.loc[0,'OprationManageRate']
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- all_period_fault_info.fillna(0,inplace=False)
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+ df_fltinfo=DBRead.getdata('product_id','level','code','start_time','end_time','batpos','factory',tablename=tablename1,factory='',sn='',timename='',st='',sp='')#dbdownload经过了改编
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+#............................获取数据................................
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+ for j in range(0,len(factory_info)):
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+ df_fltinfo=df_fltinfo[df_fltinfo['factory']==factory_info[j]]
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+ #............................获取时间................................
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+ end_time=datetime.datetime.now()
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+ # end_time=datetime.datetime.strptime(end_time,'%Y-%m-%d')
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+ start_time_week=end_time-datetime.timedelta(days=7)
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+ start_time_week=start_time_week.strftime('%Y-%m-%d')
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+ end_time=end_time.strftime('%Y-%m-%d')
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+ FltAlarmInfo,Celltype=DataSta.SaftyWarningSta(df_fltinfo,start_time_week,end_time)
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+ FaultLvlCount=DataSta.WeekInfoSta(df_fltinfo,start_time_week,end_time)
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+ for i in range(1,6):
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+ if not FaultLvlCount[FaultLvlCount['level']==i]['product_id'].empty:
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+ all_period_fault_info.loc[j,'level'+str(i)+'_count']=int(FaultLvlCount[FaultLvlCount['level']==i]['product_id'].values)
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+ else:
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+ all_period_fault_info.loc[j,'level'+str(i)+'_count']=int(0)
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+ all_period_fault_info.loc[j,'factory']=factory_info[j]
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+ all_period_fault_info.loc[j,'week']=toweek
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+ all_period_fault_info.loc[j,'solve_rate']=FltAlarmInfo.loc[0,'OprationManageRate']
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+ all_period_fault_info.fillna(0,inplace=False)
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- task_on=0
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+ task_on=0
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def DaTa_Sta_Minutes_Task():
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task_on=1
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+ factory_info=['骑享','金茂换电']
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#............................获取数据................................
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host='172.16.121.236'
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port=3306
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@@ -177,16 +182,7 @@ def DaTa_Sta_Minutes_Task():
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df_FirstDataTime=DBRead.getdata('sn','first_data_time',tablename=tablename2,factory='',sn='',timename='',st='',sp='')#dbdownload经过了改编
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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_algo_readonly'
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- password='qx@123456'
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- mode=2
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- tablename1='all_fault_info'
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- DBRead=DBDw.DBDownload(host, port, db, user, password,mode)
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- with DBRead as DBRead:
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- df_fltinfo=DBRead.getdata('product_id','level','code','start_time','batpos',tablename=tablename1,factory='骑享',sn='',timename='',st='',sp='')#dbdownload经过了改编
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+
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#............................获取时间................................
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end_time=datetime.datetime.now()
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# end_time=datetime.datetime.strptime(end_time,'%Y-%m-%d')
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@@ -194,48 +190,61 @@ def DaTa_Sta_Minutes_Task():
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start_time=start_time.strftime('%Y-%m-%d')
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end_time=end_time.strftime('%Y-%m-%d')
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#............................执行程序................................
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- FltAlarmInfo,Celltype=DataSta.SaftyWarningSta(df_fltinfo,start_time,end_time)
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- SatftyCount=DataSta.SftyWrngClsfy(df_fltinfo)
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- MaxAccumAh,TotalAccumAh,MaxCycle,MaxRunningHour,TotalRunHour=DataSta.AccumInfo(df_last_accum,df_FirstDataTime,end_time)
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- all_location_info=DataSta.FltBatPosition(df_last_pos,df_fltinfo)
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-
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all_statistic_info=DataFrame(columns=['factory','total_alarm','alarm_total_today','alarm_not_close_today','alarm_close_today','alarm_uregent_total_today','alarm_uregent_close_today','alarm_uregent_not_close_today','alarm_close_total','run_time_total','dischrg_total','odo_total','max_dischrg_one','max_runtime_one','max_cycle_one','max_odo_one','alarm_close_total','alarm_total','cell_type','cell_type_count','cell_safety_risk_count','data_safety_risk_count','status_safety_risk_count','hv_safety_risk_count','system_safety_risk_count','sample_safety_risk_count','controller_safety_risk_count','design_safety_risk_count'])
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- all_statistic_info.loc[0,'factory']='骑享'
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- all_statistic_info.loc[0,'total_alarm']=FltAlarmInfo.loc[0,'SftyPlt_Data_Total']
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- all_statistic_info.loc[0,'alarm_total_today']=FltAlarmInfo.loc[0,'SftyPlt_Data_day']
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- all_statistic_info.loc[0,'alarm_close_today']=FltAlarmInfo.loc[0,'CS_Warning_day_Finish_Count']
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- all_statistic_info.loc[0,'alarm_not_close_today']=FltAlarmInfo.loc[0,'SftyPlt_Data_day']-FltAlarmInfo.loc[0,'CS_Warning_day_Finish_Count']
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- all_statistic_info.loc[0,'alarm_uregent_total_today']=FltAlarmInfo.loc[0,'SftyPlt_EmgcyData_day']
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- all_statistic_info.loc[0,'alarm_uregent_close_today']=FltAlarmInfo.loc[0,'SftyPlt_EmgcyData_day_Finish_Count']
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- all_statistic_info.loc[0,'alarm_uregent_not_close_today']=FltAlarmInfo.loc[0,'SftyPlt_EmgcyData_day']-FltAlarmInfo.loc[0,'SftyPlt_EmgcyData_day_Finish_Count']
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- all_statistic_info.loc[0,'run_time_total']=TotalRunHour
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- all_statistic_info.loc[0,'dischrg_total']=TotalAccumAh
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- all_statistic_info.loc[0,'odo_total']=0
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- all_statistic_info.loc[0,'max_dischrg_one']=MaxAccumAh
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- all_statistic_info.loc[0,'max_runtime_one']=MaxRunningHour
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- all_statistic_info.loc[0,'max_cycle_one']=MaxCycle
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- all_statistic_info.loc[0,'max_odo_one']=0
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- all_statistic_info.loc[0,'alarm_close_total']=FltAlarmInfo.loc[0,'CS_Warning_Total_Finish_Count']
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- all_statistic_info.loc[0,'alarm_total']=FltAlarmInfo.loc[0,'SftyPlt_Data_Total']
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- CellType=Celltype.columns.tolist()
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- CellType=','.join(CellType)
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- all_statistic_info.loc[0,'cell_type']=str(CellType)
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- CellTypeCount=Celltype.loc[0].tolist()
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- CellTypeCount=[str(x) for x in CellTypeCount]
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- CellTypeCount=','.join(CellTypeCount)
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- all_statistic_info.loc[0,'cell_type_count']=str(CellTypeCount)
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- all_statistic_info.loc[0,'cell_safety_risk_count']=SatftyCount.loc[0,'CellSaftyCount']
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- all_statistic_info.loc[0,'data_safety_risk_count']=SatftyCount.loc[0,'DataSaftyCodeCount']
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- all_statistic_info.loc[0,'status_safety_risk_count']=SatftyCount.loc[0,'StateSaftyCodeCount']
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- all_statistic_info.loc[0,'hv_safety_risk_count']=SatftyCount.loc[0,'HvSaftyCodeCount']
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- all_statistic_info.loc[0,'system_safety_risk_count']=SatftyCount.loc[0,'SysSaftyCodeCount']
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- all_statistic_info.loc[0,'sample_safety_risk_count']=SatftyCount.loc[0,'SamplingSatyCount']
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- all_statistic_info.loc[0,'controller_safety_risk_count']=SatftyCount.loc[0,'CtrlSaftyCodeCount']
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- all_statistic_info.loc[0,'design_safety_risk_count']=SatftyCount.loc[0,'DsnSaftyCodeCount']
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- end=time.time()
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- print(end-start)
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- task_on=0
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+ for j in range(0,len(factory_info)):
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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_algo_readonly'
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+ password='qx@123456'
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+ mode=2
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+ tablename1='all_fault_info'
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+ DBRead=DBDw.DBDownload(host, port, db, user, password,mode)
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+ with DBRead as DBRead:
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+ df_fltinfo=DBRead.getdata('product_id','level','code','start_time','batpos',tablename=tablename1,factory=factory_info[j],sn='',timename='',st='',sp='')#dbdownload经过了改编
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+ print(df_fltinfo)
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+ FltAlarmInfo,Celltype=DataSta.SaftyWarningSta(df_fltinfo,start_time,end_time)
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+ SatftyCount=DataSta.SftyWrngClsfy(df_fltinfo)
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+ MaxAccumAh,TotalAccumAh,MaxCycle,MaxRunningHour,TotalRunHour=DataSta.AccumInfo(df_last_accum,df_FirstDataTime,end_time)
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+ all_location_info=DataSta.FltBatPosition(df_last_pos,df_fltinfo)
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+
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+ all_statistic_info.loc[j,'factory']=factory_info[j]
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+ all_statistic_info.loc[j,'total_alarm']=FltAlarmInfo.loc[0,'SftyPlt_Data_Total']
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+ all_statistic_info.loc[j,'alarm_total_today']=FltAlarmInfo.loc[0,'SftyPlt_Data_day']
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+ all_statistic_info.loc[j,'alarm_close_today']=FltAlarmInfo.loc[0,'CS_Warning_day_Finish_Count']
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+ all_statistic_info.loc[j,'alarm_not_close_today']=FltAlarmInfo.loc[0,'SftyPlt_Data_day']-FltAlarmInfo.loc[0,'CS_Warning_day_Finish_Count']
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+ all_statistic_info.loc[j,'alarm_uregent_total_today']=FltAlarmInfo.loc[0,'SftyPlt_EmgcyData_day']
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+ all_statistic_info.loc[j,'alarm_uregent_close_today']=FltAlarmInfo.loc[0,'SftyPlt_EmgcyData_day_Finish_Count']
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+ all_statistic_info.loc[j,'alarm_uregent_not_close_today']=FltAlarmInfo.loc[0,'SftyPlt_EmgcyData_day']-FltAlarmInfo.loc[0,'SftyPlt_EmgcyData_day_Finish_Count']
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+ all_statistic_info.loc[j,'run_time_total']=TotalRunHour
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+ all_statistic_info.loc[j,'dischrg_total']=TotalAccumAh
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+ all_statistic_info.loc[j,'odo_total']=0
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+ all_statistic_info.loc[j,'max_dischrg_one']=MaxAccumAh
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+ all_statistic_info.loc[j,'max_runtime_one']=MaxRunningHour
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+ all_statistic_info.loc[j,'max_cycle_one']=MaxCycle
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+ all_statistic_info.loc[j,'max_odo_one']=0
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+ all_statistic_info.loc[j,'alarm_close_total']=FltAlarmInfo.loc[0,'CS_Warning_Total_Finish_Count']
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+ all_statistic_info.loc[j,'alarm_total']=FltAlarmInfo.loc[0,'SftyPlt_Data_Total']
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+ CellType=Celltype.columns.tolist()
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+ CellType=','.join(CellType)
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+ all_statistic_info.loc[0,'cell_type']=str(CellType)
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+ CellTypeCount=Celltype.loc[0].tolist()
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+ CellTypeCount=[str(x) for x in CellTypeCount]
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+ CellTypeCount=','.join(CellTypeCount)
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+ all_statistic_info.loc[j,'cell_type_count']=str(CellTypeCount)
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+ all_statistic_info.loc[j,'cell_safety_risk_count']=SatftyCount.loc[0,'CellSaftyCount']
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+ all_statistic_info.loc[j,'data_safety_risk_count']=SatftyCount.loc[0,'DataSaftyCodeCount']
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+ all_statistic_info.loc[j,'status_safety_risk_count']=SatftyCount.loc[0,'StateSaftyCodeCount']
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+ all_statistic_info.loc[j,'hv_safety_risk_count']=SatftyCount.loc[0,'HvSaftyCodeCount']
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+ all_statistic_info.loc[j,'system_safety_risk_count']=SatftyCount.loc[0,'SysSaftyCodeCount']
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+ all_statistic_info.loc[j,'sample_safety_risk_count']=SatftyCount.loc[0,'SamplingSatyCount']
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+ all_statistic_info.loc[j,'controller_safety_risk_count']=SatftyCount.loc[0,'CtrlSaftyCodeCount']
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+ all_statistic_info.loc[j,'design_safety_risk_count']=SatftyCount.loc[0,'DsnSaftyCodeCount']
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+ end=time.time()
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+ #print(end-start)
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+ task_on=0
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+ print(all_statistic_info)
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#...............................................主函数.......................................................................................................................
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@@ -258,10 +267,10 @@ if __name__ == "__main__":
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SNnums_C7255=SNdata_C7255['SN号'].tolist()
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SNnums_U7255=SNdata_U7255['SN号'].tolist()
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SNnums=SNnums_L7255 + SNnums_C7255 + SNnums_6040 + SNnums_4840 + SNnums_U7255+ SNnums_6060
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- # SNnums=['MGMCLN750N215I005','PK504B10100004341','PK504B00100004172','MGMLXN750N2189014']
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+ SNnums=['TJMCL120502305038','TJMCL120502305032','TJMCL120502305022','TJMCL120502305026','TJMCL120502305032','TJMCL120502305044','TJMCL120502305048','TJMCL120502305012','TJMCL120502305010']
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#SNnums = ['MGMLXN750N218N004'] #SNnums_6040
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- mylog=log.Mylog('log_diag.txt','error')
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+ mylog=log.Mylog('log.txt','error')
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mylog.logcfg()
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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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host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'
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@@ -273,7 +282,8 @@ if __name__ == "__main__":
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tablename2='all_fault_info'
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DBRead = DBDw.DBDownload(host, port, db, user, password,mode)
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with DBRead as DBRead:
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- df_Diag_Ram = DBRead.getdata('start_time','end_time','product_id','code','level','info','advice','Batpos',tablename=tablename2,factory='骑享',sn='',timename='',st='',sp='')
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+ df_Diag_Ram = DBRead.getdata('start_time','end_time','product_id','code','level','info','advice','Batpos','factory',tablename=tablename2,factory='',sn='',timename='',st='',sp='')
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+ df_Diag_Ram=df_Diag_Ram.dropna(how='any')
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# result=pd.read_csv(r'D:\Work\Code_write\data_analyze_platform\USER\01Screen_Problem\result.csv',encoding='gbk')
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#定时任务.......................................................................................................................................................................
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