The tool for advanced project configuration with python object injection.
Project description
SmartParams
SmartParams is a lightweight Python framework that simplifies the development and configuration of research and other complex applications.
Installation
Run pip install smartparams
.
Basic usage
# examples/basic/script.py
from dataclasses import dataclass
from smartparams import Smart
@dataclass
class Params:
value1: str
value2: str
def main(smart: Smart[Params]) -> None:
params = smart()
print('value1', params.value1)
print('value2', params.value2)
if __name__ == '__main__':
Smart(Params).run(
function=main,
)
Run script python -m examples.basic.script -s value1=one -s value2=two
.
The script can also be configured from a file. First create the template file manually or via
python -m examples.basic.script --path examples/basic/params.yaml --dump
,
then edit the file and set the appropriate values
# params.yaml
value1: one
value2: two
finally, run script python -m examples.basic.script --path examples/basic/params.yaml
.
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SmartParams-0.1.1.tar.gz
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