python – Loading and parsing a JSON file with multiple JSON objects

python – Loading and parsing a JSON file with multiple JSON objects

You have a JSON Lines format text file. You need to parse your file line by line:

import json

data = []
with open(file) as f:
    for line in f:
        data.append(json.loads(line))

Each line contains valid JSON, but as a whole, it is not a valid JSON value as there is no top-level list or object definition.

Note that because the file contains JSON per line, you are saved the headaches of trying to parse it all in one go or to figure out a streaming JSON parser. You can now opt to process each line separately before moving on to the next, saving memory in the process. You probably dont want to append each result to one list and then process everything if your file is really big.

If you have a file containing individual JSON objects with delimiters in-between, use How do I use the json module to read in one JSON object at a time? to parse out individual objects using a buffered method.

for those stumbling upon this question: the python jsonlines library (much younger than this question) elegantly handles files with one json document per line. see https://jsonlines.readthedocs.io/

python – Loading and parsing a JSON file with multiple JSON objects

In case you are using pandas and you will be interested in loading the json file as a dataframe, you can use:

import pandas as pd
df = pd.read_json(file.json, lines=True)

And to convert it into a json array, you can use:

df.to_json(new_file.json)