A python config system (APCS)
Notice
code are copied and modified from addict and mmcv
install
pip install apcs
or
git clone git@github.com:wangjie-ruc/apcs.git
cd apcs
python setup.py install
usage
# test/config.py
root = '/home/zhangsan/data'
batch_size = 32
gpus = [0, 1, 2]
model_kwargs = dict(num_classes=10, kwargs=dict(pretrained=False))python test/test1.py
# test/test1.py
from apcs import Config
def main():
cfg = Config.fromfile('test/config.py')
print(cfg.root)
print(cfg.gpus)
if __name__ == '__main__':
main()python test/test2.py test/config.py --gpus 0 1 2 3 --model_kwargs.num_classes 100 --model_kwargs.kwargs.pretrained
# test/test2.py
from apcs import Config
def main():
# the action of boolean variables is just reversing the default value
# e.g. if pretrained is defined True in config file,
# "store_false" is chosen for argparser action, and vice versa
parser, cfg = Config.auto_argparser()
args = parser.parse_args()
cfg.merge_from_options(args)
print(cfg.gpus)
print(cfg.model_kwargs)
if __name__ == '__main__':
main()