JSON Normalize

What is JSON Normalize?

The Python package provides a solution for normalizing or flattening a JSON-like data structure into a list (generator) or flat dictionaries. This utility simplifies the handling of complex, nested data by transforming it into a more manageable format, enabling efficient processing and analysis. The normalized output can be easily integrated with various data processing frameworks and storage systems

Highlights

• Converts nested JSON-like structures into a flat list of dictionaries
• Supports a generator-based approach for memory-efficient processing of large datasets
• Preserves the original structure and hierarchy of the input data through a dot-notation based key system
• Allows for custom field renaming and data type conversions during the normalization process
• Provides flexible configuration options to handle edge cases and customize the normalization behavior