问题
I need to generate a json from my dataframe but I have tried many formats of df but still I am not able get the required json format.
My required json format is,
[
{
"Keyword": "Red",
"values": [
{
"value": 5,
"TC": "Color"
}
]
},
{
"Keyword": "Orange",
"values": [
{
"value": 5,
"TC": "Color"
}
]
},
{
"Keyword": "Violet",
"values": [
{
"value": 5,
"TC": "Color"
}
]
}
]
I want a df to generate this json. Please help.
but currently im getting df.to_json:
{"Names":{"0":"Ram","1":"pechi","2":"Sunil","3":" Ravi","4":"sri"},"Values":{"0":"[{'value':2,'TC': 'TC Count'}]","1":"[{'value':2,'TC': 'TC Count'}]","2":"[{'value':1,'TC': 'TC Count'}]","3":"[{'value':1,'TC': 'TC Count'}]","4":"[{'value':1,'TC': 'TC Count'}]"}}
回答1:
I think you need:
- set_index for columns not in nested
dictionaries
- create dicts by
apply
with to_dict - reset_index for column from index
- create json by to_json
print (df)
Keyword TC value
0 Red Color 5
1 Orange Color 5
2 Violet Color 5
j = (df.set_index('Keyword')
.apply(lambda x: [x.to_dict()], axis=1)
.reset_index(name='values')
.to_json(orient='records'))
print (j)
[{"Keyword":"Red","values":[{"TC":"Color","value":5}]},
{"Keyword":"Orange","values":[{"TC":"Color","value":5}]},
{"Keyword":"Violet","values":[{"TC":"Color","value":5}]}]
For write to file
:
(df.set_index('Keyword')
.apply(lambda x: [x.to_dict()], axis=1)
.reset_index(name='values')
.to_json('myfile.json', orient='records'))
来源:https://stackoverflow.com/questions/47012242/how-to-create-a-dataframe-to-generate-json-in-the-given-format