How to Parse a JSON File with Multiple JSON Objects in Python

Learn how to effectively parse a JSON file with multiple JSON objects in Python by reading each object individually.
---

Visit these links for original content and any more details, such as alternate solutions, latest updates/developments on topic, comments, revision history etc. For example, the original title of the Question was: Parse a json file with multiple json objects

If anything seems off to you, please feel free to write me at vlogize [AT] gmail [DOT] com.
---
How to Parse a JSON File with Multiple JSON Objects in Python

When working with JSON files in Python, you might encounter a scenario where you're required to extract data from multiple JSON objects contained within a single file. In this guide, we’ll explore how to effectively load and manage these objects one at a time.

Understanding the Problem

[[See Video to Reveal this Text or Code Snippet]]

Your goal is to parse this JSON file so that you can work with each object individually. The challenge arises when you attempt to read the file line by line, only receiving the entire array as a single line instead of accessing each object individually.

The Incorrect Approach

Here’s an approach that might seem intuitive but doesn’t yield the desired results:

[[See Video to Reveal this Text or Code Snippet]]

Output:

[[See Video to Reveal this Text or Code Snippet]]

As seen above, you get the entire content on one line instead of separating the individual objects.

The Correct Approach to Parse JSON

To correctly parse the multiple JSON objects, you can utilize the json library provided by Python. Here's how to do it:

Step 1: Import the json Module

You need to import the json module to work with JSON data effectively.

[[See Video to Reveal this Text or Code Snippet]]

Step 2: Load the JSON File into a Python Data Structure

[[See Video to Reveal this Text or Code Snippet]]

Step 3: Access Each JSON Object

Now, my_list contains a list of dictionaries, where each dictionary corresponds to a JSON object from your file. You can easily iterate over this list:

[[See Video to Reveal this Text or Code Snippet]]

Expected output:

[[See Video to Reveal this Text or Code Snippet]]

Conclusion

By using the json library, you can successfully parse a JSON file containing multiple JSON objects and manage them individually in Python. This approach allows for greater flexibility when needing to manipulate the contents of each object as required.

Now you're equipped to tackle parsing JSON files like a pro. Feel free to experiment further by extracting specific data from each object or by modifying the JSON content as needed.