How to Split a JSON File into Multiple Files Using Python

Discover a step-by-step guide to split JSON files into individual JSON objects using Python, complete with easy-to-follow code examples.
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How to Split a JSON File into Multiple Files Using Python

Working with JSON data can be a breeze when the structure is simple, but things can get tricky when you need to break down a large JSON file into smaller, manageable parts. If you find yourself in need of splitting a JSON file into individual files containing separate objects, you're in the right place! In this guide, we will walk through how to do this with Python, providing clear examples and explanations along the way.

The Problem at Hand

You have a JSON file that looks like this:

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Your objective is to split this JSON file into separate files, with each file containing one of the objects from the array. Let's dive into how to achieve this step-by-step!

Step-by-Step Guide to Splitting JSON

1. Read the JSON File

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2. Enumerate and Write Individual Files

Next, we'll loop through each object in the loaded JSON data and write each one to a separate file. The enumerate() function will help us track the index of each object so we can name the files uniquely.

Here's how you can do it:

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In this code:

enumerate(data, 1) gives us both the index (starting from 1) and the object d we want to write.

3. Example Output

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4. Handling JSON from a String

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Conclusion

Splitting JSON files into individual objects is a straightforward process with Python. By following the steps outlined above, you can efficiently manage and manipulate your JSON data, making it easier to work with smaller, targeted datasets. Whether you’re processing a file or a JSON string, this method will help enhance your workflow.

Remember, proper data manipulation can save you time and make your code more efficient. Happy coding!