Argdcls
A simple tool to use dataclass as your config.
Usage
from dataclasses import dataclass
import argdcls
@dataclass
class Config:
lr: float
adam: bool = False
config = argdcls.load(Config)
print(config)
$ python3 main.py @lr=1.0
Config(lr=1.0, adam=False)
$ python3 main.py lr=1.0 adam=True
Config(lr=1.0, adam=True)
$ python3 main.py lr=1.0 adm=True # typo!
Parameter \"adm\" is not in the dataclass fields: ['lr', 'adam'].
$ python3 main.py lr=1.0 @adam=True # avoid overwriting
Parameter "adam" must have no default value but have default value: "False". You may use "adam=True" instead.
@param=value avoids overwriting the default values.
Benefits
- Attribute suggestions from IDEs (e.g.,
config.a<tab>indicatesconfig.adam)
License
MIT
1 maintainer
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