skeletonkey 0.0.11

A bare-bones configuration managment tool.

SkeletonKey: A Bare-bones Configuration Management Tool

skeletonkey is a simple, lightweight, and flexible configuration management tool that allows you to manage complex configurations for your applications using YAML files. It dynamically loads classes and their arguments at runtime, making it easy to set up and modify your projects.

Usage

Below is an example of how to use skeletonkey in your project:

import skeletonkey

class MyModel:
    def __init__(self, layer_size: int, activation: str) -> None:
        self.layer_size = layer_size
        self.activation = activation

@skeletonkey.unlock("config.yaml")
def main(args):
    model = skeletonkey.instantiate(args.model)
    print("Model layer size: ", model.layer_size)
    print("Model activation: ", model.activation)
    print("Number of Epochs: ", args.epochs)

if __name__ == "__main__":  
    main()

To run the example above, create a config.yaml file with the following content:

epochs: 128
model:
  _target_: MyModel
  layer_size: 128
  activation: relu

To run the script and overwrite default arguments, use the command:

python project.py --epochs 256