TinyPy Generator

This repository contains the code associated with the presentation titled “Automatic Generation of Python Programs Using Context-Free Grammars.” TinyPy Generator is a tool that generates code with different levels of complexity, ranging from code containing only assignments to more complex code containing conditionals and loops.

Link to the paper: https://arxiv.org/abs/2403.06503

How to Use

Command Line Arguments

To use the code generator with different configurations, you can specify command line arguments. Here's how to add command line arguments:

1. num_programs: Number of programs to generate and write (default is 1000).

2. level: The level of the programs (default is ALL). Choose from:

   • "1.1" for Simple arithmetic.
   • "1.2" for Advanced arithmetic with enclosed expressions.
   • "2.1" for Simple If-elif-else statements.
   • "2.2" for Advanced If-elif-else statements with advanced arithmetic expressions.
   • "3.1" for Simple for loops.
   • "3.2" for Advanced for loops with advanced arithmetic expressions.
   • "4.1" for Simple while loops.
   • “ALL” for all of the above levels.

3. filename: Name of the file to write the programs (default is 'data/data.txt').

4. deduplicate: Perform deduplication of generated programs. If specified, the output file will contain unique programs (default is True).

Example Usage

Generate 5000 programs of level "3.1" and save them to a file named "output.txt" with deduplication:

python3 code_generator.py --num_programs 5000 --level 3.1 --filename output.txt --deduplicate

Feel free to modify and expand based on your specific requirements.