Python:从JSON中提取变量

时间:2017-10-14 11:07:50

标签: python json parsing

我想从JSON响应中提取一些变量并将其保存在csv文件中。 JSON响应如下:

{
"Response":"Success",
"Message":"Coin list succesfully returned!",
"BaseImageUrl":"https://www.cryptocompare.com",
"BaseLinkUrl":"https://www.cryptocompare.com",
"DefaultWatchlist":{
"CoinIs":"1182,7605,5038,24854,3807,3808,202330,5324,5031,178978",
"Sponsored":"1182"
},
"Data":{
"USC":{
"Id":"100954",
"Url":"/coins/usc/overview",
"ImageUrl":"/media/1383363/usc.png",
"Name":"USC",
"Symbol":"USC",
"CoinName":"Ultimate Secure Cash",
"FullName":"Ultimate Secure Cash (USC)",
"Algorithm":"SHA256",
"ProofType":"PoS",
"FullyPremined":"0",
"TotalCoinSupply":"200084200",
"PreMinedValue":"N/A",
"TotalCoinsFreeFloat":"N/A",
"SortOrder":"1233",
"Sponsored":false

我想获得以下变量:名称,符号,CoinName和ID

为了提取JSON响应的所有值,我使用以下代码:

def getCoinList():
req = requests.get(‘https://www.cryptocompare.com/api/data/coinlist/’).json()   
info = req[‘Data’]
coinList = pd.DataFrame(info)
coinList = coinList.transpose()
coinList.to_csv(‘coinList.csv’)
return coinList

但是,我想只提取指定的变量。

def getCoinList():
req = requests.get(‘https://www.cryptocompare.com/api/data/coinlist/’).json()['Data']
info = req['...'] /// How do I all four variables?
coinList = pd.DataFrame(info)
coinList = coinList.transpose()
coinList.to_csv(‘coinList.csv’)
return coinList

我不确定如何修改此代码以仅提取四个指定的变量?谁能帮我这个。提前谢谢,

1 个答案:

答案 0 :(得分:1)

如果您想要一个包含dict中几个特定值的列表,则需要手动创建一个列表:

mylist = [req['Name'], req['Symbol'], req['CoinName'], req['ID']]

或者,如果您想要dict

mydict = {'Name': req['Name'], 'Symbol': req['Symbol'],
          'CoinName': req['CoinName'], 'ID': req['ID']}

所以把它写成csv:

import csv

with open('coinList.csv', 'a') as filep:
    csvwriter = csv.writer(filep)
    csvwriter.writerow([req['Name'], req['Symbol'], req['CoinName'], req['ID']])