add a tool for configuration

This commit is contained in:
iclementine 2020-11-20 14:33:56 +08:00
parent fb49c1e77d
commit 5b5eaaadac
1 changed files with 43 additions and 0 deletions

43
parakeet/utils/conf.py Normal file
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import attrdict
import flatdict
import argparse
from ruamel import yaml
class Config(attrdict.AttrDict):
def dump(self, path):
with open(path, 'wt') as f:
yaml.safe_dump(dict(self), f, default_flow_style=False)
def dumps(self):
return yaml.safe_dump(dict(self), default_flow_style=False)
@classmethod
def from_file(cls, path):
with open(path, 'rt') as f:
c = yaml.safe_load(f)
return cls(c)
def merge_file(self, path):
with open(path, 'rt') as f:
other = yaml.safe_load(f)
self.update(other)
def merge_args(self, args):
args_dict = vars(args)
nested_dict = flatdict.FlatDict(args_dict, delimiter=".").as_dict()
self.update(nested_dict)
def merge(self, other):
self.update(other)
def flatten(self):
flat = flatdict.FlatDict(self, delimiter='.')
return flat
def add_options_to_parser(self, parser):
flat = self.flatten()
g = parser.add_argument_group("config file options")
for k, v in flat.items():
g.add_argument("--{}".format(k), type=type(v), default=v,
help="config file option: {}".format(k))