DSXpert - AI-Powered Data Structure Optimization

DSXpert is a VS Code extension that uses AI to automatically optimize code by replacing inefficient data structures with more optimal alternatives.

https://youtu.be/y7efJvrcHQQ?feature=shared

Features

• AI-Powered Code Optimization: Automatically detects and replaces inefficient data structures
• Multi-Language Support: Supports Python, Java, C++, JavaScript, TypeScript, C#, Ruby, PHP, Swift, Go, and Rust
• Syntax Validation: Validates code syntax before optimization
• Interactive Results: View original vs optimized code with detailed explanations
• One-Click Application: Accept or reject optimizations with a single click

Installation

Watch Youtube video for demo- https://youtu.be/y7efJvrcHQQ?feature=shared

1. Download the .vsix file from the releases
2. In VS Code, go to Extensions (Ctrl+Shift+X)
3. Click the "..." menu and select "Install from VSIX..."
4. Select the downloaded file

Usage

Optimize Code

1. Open a file with code you want to optimize
2. Press Ctrl+Shift+P to open the command palette
3. Type "Optimize Code" and select the command
4. The extension will analyze your code and show optimization results

Validate Syntax

1. Open a file with code you want to validate
2. Press Ctrl+Shift+P to open the command palette
3. Type "Validate Syntax" and select the command
4. The extension will check for syntax errors

Project Structure

dsxpert/
├── src/
│   ├── extension.js              # Main extension entry point
│   ├── webview.js                # Webview content generation
│   ├── services/
│   │   └── aiService.js          # AI-related functionality
│   └── utils/
│       └── codeFormatter.js      # Code formatting utilities
├── media/
│   ├── styles.css                # Webview styles
│   ├── script.js                 # Webview scripts
│   └── logo.png                  # Extension logo
├── package.json                  # Extension manifest
└── README.md                     # This file

Architecture

Core Modules

• extension.js: Main extension file that registers commands and handles user interactions
• aiService.js: Contains all AI-related functionality including language detection, code optimization, and syntax validation
• webview.js: Generates HTML content for displaying optimization results
• codeFormatter.js: Handles code formatting for different programming languages

Key Features

1. Language Detection: Uses AI to automatically detect the programming language of the code
2. Code Optimization: Analyzes code and suggests optimal data structure replacements
3. Syntax Validation: Validates code syntax before and after optimization
4. Interactive UI: Provides a webview interface to compare original and optimized code

Development

Prerequisites

• Node.js (v14 or higher)
• VS Code

Setup

1. Clone the repository
2. Run npm install to install dependencies
3. Press F5 in VS Code to run the extension in debug mode

Building

npm run lint          # Run ESLint
npm run test          # Run tests

Configuration

The extension uses Google's Gemini AI API for code analysis and optimization. Make sure you have a valid API key configured.

Contributing

1. Fork the repository
2. Create a feature branch
3. Make your changes
4. Add tests if applicable
5. Submit a pull request

Leave Feedback!

https://youtu.be/y7efJvrcHQQ?feature=shared Head straight to the comment section!

License

This project is licensed under the MIT License - see the LICENSE file for details.

Changelog

Version 1.0.7

• Converted from TypeScript to pure JavaScript
• Improved file organization and structure
• Enhanced code documentation
• Removed unused dependencies
• Better error handling and user feedback