[英]How to extract data from a dictionary?
I am trying to get the asset/free/locked fields along with the corresponding data to populate into columns.我正在尝试获取资产/空闲/锁定字段以及相应的数据以填充到列中。 Currently, I can only get the balances column where these fields fall.
目前,我只能获取这些字段所在的余额列。
Here is the data format.这是数据格式。 I don't need anything before 'balances'.
在“平衡”之前我不需要任何东西。 Thinking if I could remove this part of the string maybe then the columns would be created?
想如果我可以删除这部分字符串,那么列会被创建吗? Or if there is a another way to do this?
或者如果有另一种方法可以做到这一点?
'{'makerCommission': 10, 'takerCommission': 10, 'buyerCommission': 0, 'sellerCommission': 0, 'canTrade': True, 'canWithdraw': True, 'canDeposit': True, 'updateTime': 1595872633345, 'accountType': 'MARGIN', 'balances': [{'asset': 'BTC', 'free': '0.00000000', 'locked': '0.00000000'}, {'asset': 'LTC', 'free': '0.00000000', 'locked': '0.00000000'}, {'asset': 'ETH', 'free': '0.00000000', 'locked': '0.00000000'}...'
The code so far to get the balances is:到目前为止,获取余额的代码是:
account = client.get_account()
assets = pd.DataFrame(account, columns = ['balances'])
Any help appreciated.任何帮助表示赞赏。 Got me stumped.
把我难住了。
account
is a string
, it must be converted to a dict
with ast.literal_eval
.account
是string
,则必须使用ast.literal_eval
将其转换为dict
。account
as a dict
, use pandas.json_normalize
to extract the nested keys
and values
account
作为dict
,使用pandas.json_normalize
提取嵌套的keys
和values
from ast import literal_eval
import pandas as pd
# if account is a string
assets = pd.json_normalize(literal_eval(account), 'balances')
# if account is a dict
assets = pd.json_normalize(account, 'balances')
# display(assets)
asset free locked
0 BTC 0.00000000 0.00000000
1 LTC 0.00000000 0.00000000
2 ETH 0.00000000 0.00000000
str
str
data = "{'makerCommission': 10, 'takerCommission': 10, 'buyerCommission': 0, 'sellerCommission': 0, 'canTrade': True, 'canWithdraw': True, 'canDeposit': True, 'updateTime': 1595872633345, 'accountType': 'MARGIN', 'balances': [{'asset': 'BTC', 'free': '0.00000000', 'locked': '0.00000000'}, {'asset': 'LTC', 'free': '0.00000000', 'locked': '0.00000000'}, {'asset': 'ETH', 'free': '0.00000000', 'locked': '0.00000000'}]}"
声明:本站的技术帖子网页,遵循CC BY-SA 4.0协议,如果您需要转载,请注明本站网址或者原文地址。任何问题请咨询:yoyou2525@163.com.