magic-stubs 0.2.3

Auto implement function stubs

Magic Stubs

Magic Stubs implements your functions for you.

Demo

https://github.com/user-attachments/assets/f4d0fb4e-3b24-41d6-87ee-ff5931341219

Technology

MagicStubs.py uses a combination of abusing source code encodings, LLM calls, and AST rewriting so you don't have to bother writing code.

Installation

pip install magic-stubs
export OPENAI_API_KEY=...

Or see the live demo on Google Colab.

Usage

Add # coding: magic_stubs to the top of your python file. Then execute as normal. Magic Stubs will automatically fill in your function definitions where needed.

hello_world.py:

# coding: magic_stubs

def print_hello_world():
    pass

print_hello_world()

$ python3 hello_world.py 
Hello, World!

Examples

FizzBuzz

$ cat examples/fizzbuzz.py 
# coding: magic_stubs
def fizzbuzz(n):
    pass

print(' '.join([fizzbuzz(n) for n in range (1, 21)]))

$ python3 examples/fizzbuzz.py 
1 2 Fizz 4 Buzz Fizz 7 8 Fizz Buzz 11 Fizz 13 14 FizzBuzz 16 17 Fizz 19 Buzz

Mandelbrot Set

$ cat examples/mandelbrot.py 
# coding: magic_stubs
def get_string_representation_of_mandelbrot_set():
    pass

print(get_string_representation_of_mandelbrot_set())

$ python3 examples/mandelbrot.py 
       
                                                                                
                                                 ***                            
                                               ******                           
                                                *****                           
                                       **   *************                       
                                        ***********************                 
                                    * ************************                  
                                    ***************************                 
                                    ****************************                
                       ********    ******************************               
                     ************ ******************************                
                     ******************************************                 
*************************************************************                   
                     ******************************************                 
                     ************ ******************************                
                       ********    ******************************               
                                    ****************************                
                                    ***************************                 
                                    * ************************                  
                                        ***********************                 
                                       **   *************                       
                                                *****                           
                                               ******                           
                                                 ***                            
        

Attribution

Inspired by and using Tsche's magic_codec.