[英]trying to reformat JSON data using python dictionary
I have been trying to format live JSON data coming from an API to be read in Django views. 我一直在尝试格式化来自API的实时JSON数据,以便在Django视图中读取。 However, data coming is little complicated.
但是,数据传入并不复杂。
I have incoming JSON data in format 我有格式的传入JSON数据
{ Time1:
{'A':'Value',
'B':'Value',
}
Time2:
{'A':'Value',
'B':'Value',
}
there are multiple time records....
}
I need to convert it into 我需要将其转换为
{
'Time': Time1
'A' : 'Value'
'B' : 'Value'
},
{
'Time': Time2
'A' : 'Value'
'B' : 'Value'
},
{
'Time': Time3
'A' : 'Value'
'B' : 'Value'
},
{
'Time': Time4
'A' : 'Value'
'B' : 'Value'
},...and so on
Assuming your data is in a proper dict
format incoming. 假设您的数据以正确的
dict
格式传入。 You can do this 你可以这样做
in_json = { 2014: {'A':'Value', 'B':'Value'}, 2015: {'A':'Value', 'B':'Value'}}
newl = list()
for k in in_json:
x = dict({'Time':k})
x.update(in_json[2014])
newl.append(x)
Basically just adding the key
from the original dict as a value to a dict and appending it to the list 基本上只是将原始dict的
key
作为值添加到dict并将其附加到列表
As mentioned in comments, indicated output format is a list. 如评论中所述,指示的输出格式是列表。 In this case you'll just add the new entry for "Time" for each nested dict:
在这种情况下,您只需为每个嵌套字典添加“时间”的新条目:
final_list = []
for key, subdict in in_dict.iteritems():
subdict["Time"] = key
final_list.append(subdict)
Or if you prefer inline: 或者,如果您更喜欢内联:
final_list = [dict([("Time", key)] + sub.items()) for key, sub in in_dict.iteritems()]
You can use a list comprehension structure, (the code below has been tested using Python3.6 ): 您可以使用列表理解结构(以下代码已使用Python3.6进行了测试):
# Given your JSON has successfully been parsed into a dictionary
> input={'Time1': {'A':'Value1A', 'B':'Value1B'}, 'Time2': {'A','Value2A', 'B', 'Value2B'}}
# Iterate over the dictionary and build a new item out of each key/value couple
> transformed=[(v.update({'Time': k}) or v) for (k, v) in input.items()]
> print(transformed)
[
{
'A' : 'Value1A'
'B' : 'Value1B'
'Time': 'Time1'
},{
'A' : 'Value2A'
'B' : 'Value2B'
'Time': 'Time2'
}, …
]
What happens with (v.update({'Time': k}) or v)
? (v.update({'Time': k}) or v)
什么?
Given v
is a dictionary, v.update(...)
will add a new entry to the instance (in other words, it mutates the instance). 给定
v
是字典, v.update(...)
将向该实例添加一个新条目(换句话说,它会使实例发生变化)。 This method doesn't return the instance though but None
, fortunately wrapping the call between parenthesis gives the opportunity to build an expression that will ultimately return the v
instance. 此方法不返回虽然实例,但
None
,好在包裹括号之间的调用提供建立,最终会返回一个表达意见的机会v
实例。 v
being a dict object (given it is not empty) it will be evaluated truthfully in a Boolean context, hence the (… or v)
construct. v
是dict对象(假设它不为空),它将在布尔值上下文中如实评估,因此(… or v)
构造。
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