''' 数据预处理类 ''' __author__ = 'lmstack' import pandas as pd import requests import json class OpenApi: def __init__(self): pass ''' 获取 运维系统中故障相关的信息 ''' def get_device_fault(self, start_time="", end_time=""): # start_time = "2021-12-30 00:00:00" # end_time = "2021-12-31 00:00:00" url = 'http://open.li-ai.com.cn/admin/v1/deviceFault' headers = {'Content-Type':"application/json; charset=utf-8","token":"2A26DD0ADE53456D928562A17131A3B5"} data = {} if start_time != "": data['startTime'] = start_time if end_time != "": data['endTime'] = end_time response = requests.post(url, json=data, headers=headers) # df = pd.DataFrame(columns=['sn', 'imei','faultTime', 'updateTime', 'overTime', 'faultStatus', 'questionType', 'questionTypeText', 'childProblem','childProblemText']) df = pd.DataFrame(json.loads(response.text)["data"]) # for d in json.loads(response.text)["data"]: # df = df.append(d, ignore_index=True) return df ''' 获取 资产相关信息 ''' def get_asset(self, sn=""): # start_time = "2021-12-30 00:00:00" # end_time = "2021-12-31 00:00:00" url = 'http://open.li-ai.com.cn/admin/v1/deviceDetailInfo' headers = {'Content-Type':"application/json; charset=utf-8","token":"2A26DD0ADE53456D928562A17131A3B5"} data = {"id":sn} response = requests.post(url, json=data, headers=headers) # df = pd.DataFrame(columns=['sn', 'imei','faultTime', 'updateTime', 'overTime', 'faultStatus', 'questionType', 'questionTypeText', 'childProblem','childProblemText']) df = pd.DataFrame(json.loads(response.text)["data"]) if len(df)>0: df2 = pd.DataFrame(list(df['basicAssetDto'])) df2 = df2.drop(['imei','id', 'deviceType', 'deviceTypeText'],axis=1,errors='ignore') df3 = df.drop(['basicAssetDto'],axis=1) df = df2.join(df3.set_index('sn'),on='sn') return df ''' 获取 iotp数据 ''' def get_last_data(self, sn=""): # start_time = "2021-12-30 00:00:00" # end_time = "2021-12-31 00:00:00" url = 'http://open.li-ai.com.cn/admin/v1/capacityAndLocation' headers = {'Content-Type':"application/json; charset=utf-8","token":"2A26DD0ADE53456D928562A17131A3B5"} data = {"id":sn} response = requests.post(url, json=data, headers=headers) df = pd.DataFrame(json.loads(response.text)["data"]) if len(df)>0: df2 = pd.DataFrame(list(df['batteryLocationDto'])) df3 = pd.DataFrame(list(df['batteryAccumDto'])) df2 = df2.drop(['id','updateTime'],axis=1,errors='ignore') df3 = df3.drop(['id','updateTime'],axis=1,errors='ignore') df = df2.join(df3.set_index('sn'),on='sn') return df