py-adtools 0.1.0

Useful tools for parsing Python programs for algorithm design.

Useful tools for parsing Python programs for algorithm design

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This repo aims to help develop more powerful Large Language Models for Algorithm Design (LLM4AD) applications.

More tools will be provided soon.

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The figure demonstrates how a Python program is parsed into PyScript, PyFunction, PyClass, and PyProgram via adtools.

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Installation

[!TIP]

It is recommended to use Python >= 3.10.

Run the following instructions to install adtools.

pip install git+https://github.com/RayZhhh/adtool.git

Usage

Parse your code (in string) into Python code instances.

from adtools import PyProgram

code = r'''
import ast
import numpy as np

def func():
    a = 5
    return a + a

class A(B):
    a=1
    
    @yes()
    @deco()
    def __init__(self):
        pass

    def method(self):
        pass
    
    b=2
'''

p = PyProgram.from_text(code)
print(p)
print(f'-------------------------------------')
print(p.classes[0].functions[0].decorator)
print(f'-------------------------------------')
print(p.functions[0].name)