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File size: 931 Bytes
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import yaml
from typing import Dict
import re
loader = yaml.SafeLoader
loader.add_implicit_resolver(
u'tag:yaml.org,2002:float',
re.compile(u'''^(?:
[-+]?(?:[0-9][0-9_]*)\\.[0-9_]*(?:[eE][-+]?[0-9]+)?
|[-+]?(?:[0-9][0-9_]*)(?:[eE][-+]?[0-9]+)
|\\.[0-9_]+(?:[eE][-+][0-9]+)?
|[-+]?[0-9][0-9_]*(?::[0-5]?[0-9])+\\.[0-9_]*
|[-+]?\\.(?:inf|Inf|INF)
|\\.(?:nan|NaN|NAN))$''', re.X),
list(u'-+0123456789.'))
def read_yaml_config(file : str, output_dir : str = "", extra_args = {}) -> Dict:
data = yaml.load(open(file), Loader=loader)
data = {**{k: v for d in data if isinstance(data[d], dict) for k, v in data[d].items()}, **{k:v for k,v in data.items() if not isinstance(v, dict)}}
data['output_dir'] = output_dir if output_dir else data['EXP_NAME']
for e,v in extra_args.items():
data[e] = v
print(f'Yaml Config is:\n{"-" * 80}\n{data}\n{"-" * 80}')
return data
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