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config.py
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import importlib
from collections import OrderedDict
import anyconfig
import munch
class Config(object):
def __init__(self):
pass
def load(self, conf):
conf = anyconfig.load(conf)
return munch.munchify(conf)
def compile(self, conf, return_packages=False):
packages = conf.get('package', [])
defines = {}
for path in conf.get('import', []):
parent_conf = self.load(path)
parent_packages, parent_defines = self.compile(
parent_conf, return_packages=True)
packages.extend(parent_packages)
defines.update(parent_defines)
modules = []
for package in packages:
module = importlib.import_module(package)
modules.append(module)
if isinstance(conf['define'], dict):
conf['define'] = [conf['define']]
for define in conf['define']:
name = define.copy().pop('name')
if not isinstance(name, str):
raise RuntimeError('name must be str')
defines[name] = self.compile_conf(define, defines, modules)
if return_packages:
return packages, defines
else:
return defines
def compile_conf(self, conf, defines, modules):
if isinstance(conf, (int, float)):
return conf
elif isinstance(conf, str):
if conf.startswith('^'):
return defines[conf[1:]]
if conf.startswith('$'):
return {'class': self.find_class_in_modules(conf[1:], modules)}
return conf
elif isinstance(conf, dict):
if 'class' in conf:
conf['class'] = self.find_class_in_modules(
conf['class'], modules)
if 'base' in conf:
base = conf.copy().pop('base')
if not isinstance(base, str):
raise RuntimeError('base must be str')
conf = {
**defines[base],
**conf,
}
return {key: self.compile_conf(value, defines, modules) for key, value in conf.items()}
elif isinstance(conf, (list, tuple)):
return [self.compile_conf(value, defines, modules) for value in conf]
else:
return conf
def find_class_in_modules(self, cls, modules):
if not isinstance(cls, str):
raise RuntimeError('class name must be str')
if cls.find('.') != -1:
package, cls = cls.rsplit('.', 1)
module = importlib.import_module(package)
if hasattr(module, cls):
return module.__name__ + '.' + cls
for module in modules:
if hasattr(module, cls):
return module.__name__ + '.' + cls
raise RuntimeError('class not found ' + cls)
class State:
def __init__(self, autoload=True, default=None):
self.autoload = autoload
self.default = default
class StateMeta(type):
def __new__(mcs, name, bases, attrs):
current_states = []
for key, value in attrs.items():
if isinstance(value, State):
current_states.append((key, value))
current_states.sort(key=lambda x: x[0])
attrs['states'] = OrderedDict(current_states)
new_class = super(StateMeta, mcs).__new__(mcs, name, bases, attrs)
# Walk through the MRO
states = OrderedDict()
for base in reversed(new_class.__mro__):
if hasattr(base, 'states'):
states.update(base.states)
new_class.states = states
for key, value in states.items():
setattr(new_class, key, value.default)
return new_class
class Configurable(metaclass=StateMeta):
def __init__(self, *args, cmd={}, **kwargs):
self.load_all(cmd=cmd, **kwargs)
@staticmethod
def construct_class_from_config(args):
cls = Configurable.extract_class_from_args(args)
return cls(**args)
@staticmethod
def extract_class_from_args(args):
cls = args.copy().pop('class')
package, cls = cls.rsplit('.', 1)
module = importlib.import_module(package)
cls = getattr(module, cls)
return cls
def load_all(self, **kwargs):
for name, state in self.states.items():
if state.autoload:
self.load(name, **kwargs)
def load(self, state_name, **kwargs):
# FIXME: kwargs should be filtered
# Args passed from command line
cmd = kwargs.pop('cmd', dict())
if state_name in kwargs:
setattr(self, state_name, self.create_member_from_config(
(kwargs[state_name], cmd)))
else:
setattr(self, state_name, self.states[state_name].default)
def create_member_from_config(self, conf):
args, cmd = conf
if args is None or isinstance(args, (int, float, str)):
return args
elif isinstance(args, (list, tuple)):
return [self.create_member_from_config((subargs, cmd)) for subargs in args]
elif isinstance(args, dict):
if 'class' in args:
cls = self.extract_class_from_args(args)
return cls(**args, cmd=cmd)
return {key: self.create_member_from_config((subargs, cmd)) for key, subargs in args.items()}
else:
return args
def dump(self):
state = {}
state['class'] = self.__class__.__module__ + \
'.' + self.__class__.__name__
for name, value in self.states.items():
obj = getattr(self, name)
state[name] = self.dump_obj(obj)
return state
def dump_obj(self, obj):
if obj is None:
return None
elif hasattr(obj, 'dump'):
return obj.dump()
elif isinstance(obj, (int, float, str)):
return obj
elif isinstance(obj, (list, tuple)):
return [self.dump_obj(value) for value in obj]
elif isinstance(obj, dict):
return {key: self.dump_obj(value) for key, value in obj.items()}
else:
return str(obj)