CODEWITHSUNDEEP
pythonjsonparsing
mrdatascience32
mrdatascience32

Reputation: 59

How to parse JSON string with extra double quotes in python

I need to parse a badly formatted JSON String in python.

Here is an example

"{""key1"":""value1"",""key2"":{""subkey1"":null,""subkey2"":{""subsubkey1"":9,""subsubkey2"":null,""subsubkey3"":null},""subkey3"":""strval1""},""key3"":""strval2"",""key4"":29}"

I've tried using json.loads and pandas.read_json to no avail. I have no control over creating the string - just need to parse it into a pandas DataFrame.

Upvotes: 1

Views: 155

Answers (2)

Wizard.Ritvik
Wizard.Ritvik

Reputation: 11612

You can do it without pandas if you need to. Just you can replace doubled up quotes "" with a single double quote ":

import json

j = '''
{""key1"":""value1"",""key2"":{""subkey1"":null,""subkey2"":{""subsubkey1"":9,""subsubkey2"":null,""subsubkey3"":null},""subkey3"":""strval1""},""key3"":""strval2"",""key4"":29}
'''

print(json.loads(j.replace('""', '"')))

Upvotes: 0

Andrej Kesely
Andrej Kesely

Reputation: 195438

If your file contains this string:

"{""key1"":""value1"",""key2"":{""subkey1"":null,""subkey2"":{""subsubkey1"":9,""subsubkey2"":null,""subsubkey3"":null},""subkey3"":""strval1""},""key3"":""strval2"",""key4"":29}"

then you can do for example:

import json

df = pd.read_csv("your_file.csv", header=None)
df_out = df[0].apply(json.loads)

# use read_json, or .apply(pd.Series) to convert the json to dataframe
df_out = pd.read_json(df.iloc[0, 0])
print(df_out)

Prints:

           key1                                                       key2     key3  key4
subkey1  value1                                                       None  strval2    29
subkey2  value1  {'subsubkey1': 9, 'subsubkey2': None, 'subsubkey3': None}  strval2    29
subkey3  value1                                                    strval1  strval2    29

Upvotes: 1

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