TNG Python

TNG Python is an advanced AI-powered tool for Code Auditing, Automated Test Generation, Visualization, and Dead Code Detection. It provides deep insights into your Python codebase and helps ensure code quality and correctness.

Key Features

• Automated Test Generation: Generate unit and integration tests for Flask, FastAPI, Django, and more.
• Deep Code Auditing: Identify logical flaws, security issues, and performance bottlenecks.
• X-Ray Visualization: Generate Mermaid.js flowcharts to visualize complex method logic.
• Dead Code Detection: Find unreachable code, unused variables, and unused parameters.
• Clone Detection: Identify duplicated code blocks across your project.
• Symbolic Tracing: Trace method execution paths to understand complex behavior.
• Call Sites: Find real in-repo usage patterns for a method.
• Regression Check (Impact): Detect breaking changes by analyzing the blast radius of a method update.

Installation

pip install tng-python

Quick Start

1. Initialize TNG:

   tng init
   

2. Launch Interactive UI: The most powerful way to use TNG is through its interactive dual-pane UI.

   tng i
   

3. Analyze Specific Files:

   # Find dead code in a file
   tng --deadcode -f path/to/file.py
   
   # Check for duplicates
   tng --clones -f path/to/file.py
   
   # Generate X-Ray for a method
   tng x -f path/to/file.py -m my_method
   
   # Find call sites for a method
   tng --callsites -f path/to/file.py -m my_method
   
   # Run regression check (impact) for a method
   tng --impact -f path/to/file.py -m my_method
   

CLI Reference

Subcommands

• tng i: Interactive multi-tool UI.
• tng xray: Generate Mermaid.js logic diagrams.
• tng init: Setup project configuration.

Supported Ecosystem

• Frameworks: FastAPI, Flask, Django
• Async: Celery, RQ, Asyncio
• ORM: SQLAlchemy, Django ORM, Tortoise
• Testing: Pytest, Unittest

License

Proprietary - Binary Dreams LLC