#coding=utf-8 import os import datetime import pandas as pd from LIB.BACKEND import DBManager, Log from LIB.MIDDLE import SignalMonitor from sqlalchemy import create_engine from sqlalchemy.orm import sessionmaker import time, datetime import traceback from urllib import parse dbManager = DBManager.DBManager() if __name__ == "__main__": # 读取sn列表 df_sn = pd.read_csv('sn_list.csv') df_sn = df_sn.reset_index(drop=True) df_sn['StartTime'] = pd.to_datetime(df_sn['StartTime']) df_sn['EndTime'] = pd.to_datetime(df_sn['EndTime']) df_sn['ExitTime'] = pd.to_datetime(df_sn['ExitTime']) 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 sn = [df_sn.loc[i,'sn']] if not (sn[0][0:2] == 'PK' or sn[0][0:2] == 'MG' or sn[0][0:2] == 'UD'): continue st = df_sn.loc[i, 'StartTime'] if df_sn.loc[i, 'Service'] == 0: if pd.isnull(df_sn.loc[i, 'EndTime']) and pd.isnull(df_sn.loc[i, 'ExitTime']): continue elif pd.isnull(df_sn.loc[i, 'ExitTime']): et = df_sn.loc[i, 'EndTime'] else: et = df_sn.loc[i, 'ExitTime'] elif pd.isnull(df_sn.loc[i, 'EndTime']): otherStyleTime = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(time.time())) et = pd.to_datetime(otherStyleTime) else: et = df_sn.loc[i, 'EndTime'] 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']) # 初始化GPS信号统计数据 while st < et: 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 # 数据入库 st = st + datetime.timedelta(hours=cal_period) SignalMonitor._file_write(r'D:\result_04.xls', df_res) # BMS信号统计数据入库 SignalMonitor._file_write(r'D:\result_05.xls', df_res_gps) # GPS信号统计数据入库 SignalMonitor._file_write(r'D:\result_06.xls', df_last_state) SignalMonitor._file_write(r'D:\result_07.xls', df_last_state_gps) # 数据入库