Convert Pandas DataFrame to JSON format
The output that you get after DF.to_json
is a string
. So, you can simply slice it according to your requirement and remove the commas from it too.
out = df.to_json(orient='records')[1:-1].replace('},{', '} {')
To write the output to a text file, you could do:
with open('file_name.txt', 'w') as f:
f.write(out)
In newer versions of pandas (0.20.0+, I believe), this can be done directly:
df.to_json('temp.json', orient='records', lines=True)
Direct compression is also possible:
df.to_json('temp.json.gz', orient='records', lines=True, compression='gzip')
I think what the OP is looking for is:
with open('temp.json', 'w') as f:
f.write(df.to_json(orient='records', lines=True))
This should do the trick.
use this formula to convert a pandas DataFrame to a list of dictionaries :
import json
json_list = json.loads(json.dumps(list(DataFrame.T.to_dict().values())))