增加V100文件夹

LIB/MIDDLE/PingFeng/V1_0_0/main.py

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