json-compact

README for JSONcompact

Overview

JSONcompact is a TypeScript/JavaScript library designed to convert complex JSON data into a compact, tabular format. This format is particularly suitable for processing and analysis with AI models like GPT-3. The library also provides functionality to revert this compacted data back to its original form. It offers an optional feature to round numerical values to a specified number of decimal places. The library is useful in scenarios where you need to minimize JSON size without losing the essence and structure of the data. You can expect a reduction in token size of >40% for larger data sets.

Features

• Compact: Converts a JSON array of objects into a compact format with a descriptive header, reducing the size of the JSON data.
• Optional Rounding: Option to round numerical values to a specified number of decimal places.
• Expand: Reverts the compacted data back to its original JSON format.
• Customizable Description: Allows for a custom description for the compacted data, aiding in clarity and context for AI models.
• Support for String and Object Input: Accepts JSON data as both string and object formats.

Installation

npm install json-compact

Usage

Importing the Library

import JSONcompact from 'json-compact';

Compacting JSON Data

const originalData = [
  { name: "Alice", age: 30.123, occupation: "Engineer" },
  { name: "Bob", age: 25.456, occupation: "Designer" }
];

// Compact without rounding
const compacted = JSONcompact.compact(originalData);
console.log(compacted);

// Compact with rounding to 2 decimal places
const compactedRounded = JSONcompact.compact(originalData, undefined, 2);
console.log(compactedRounded);

Expanding Compacted Data

const expandedData = JSONcompact.expand(compacted);
console.log(expandedData);

Working with JSON Strings

The library also supports compacting and expanding JSON strings directly.

const jsonDataString = JSON.stringify(originalData);
const compactedString = JSONcompact.compactedJSON(jsonDataString);
console.log(compactedString);

const expandedString = JSONcompact.expandedJSON(compactedString);
console.log(expandedString);

API Reference

JSONcompact.compact(data, [description], [roundToDecimalPlaces])

Compacts an array of data objects or a JSON string into a tabular format.

• data: An array of objects or a JSON string representing the data to be compacted.
• description: Optional. Custom description for the compacted data.
• roundToDecimalPlaces: Optional. Number of decimal places to round numerical values to. If not provided, numbers are not rounded.

JSONcompact.expand(data)

Expands the compacted data back into its original format.

• data: The compacted data object or a string in the compacted JSON format.

Contributing

Contributions are welcome! Please feel free to submit a pull request or open issues to improve the library.

License

This project is licensed under the MIT License.