Optimizer Module

Classes

CodeOptimizer

class optimizer.CodeOptimizer(chain)

Initializes the CodeOptimizer class with a runnable chain for executing optimization tasks.

Parameters:

chain – A RunnableSerializable object capable of executing tasks. This chain is invoked to perform code optimization, commenting, and documentation.

optimizer.optimize(filename, function=None, classname=None, overwrite=False)

Optimizes the code within the specified file. This method reads the source code, invokes the optimization chain, and writes the optimized code either to the same file or to a new file with an “_updated” suffix based on the overwrite flag.

Parameters:
  • filename (str) – The path to the code file to be optimized. This is the file from which the source code will be read.

  • function (str) – (Optional) The name of the function within the file to specifically optimize. If provided, only this function will be targeted for optimization. Default is None.

  • classname (str) – (Optional) The name of the class within the file to specifically optimize. If provided, only this class will be targeted for optimization. Default is None.

  • overwrite (bool) – If True, the original file will be overwritten with the optimized code. Otherwise, a new file with the “_updated” suffix will be created to hold the optimized code. Default is False.

Example Usage:

from langchain_core.runnables.base import RunnableSerializable
from optimizer import CodeOptimizer

# Assuming 'chain' is an instance of RunnableSerializable
optimizer = CodeOptimizer(chain)
optimizer.optimize("example.py", overwrite=True)