utils.utils

class BASE_C2G:

This is the base class for C2G models.

Class Methods

serialize_c2g(cls, config): Serializes the configuration into a dictionary.
deserialize_c2g(self, config): Deserializes the configuration from a dictionary.
construct_model(self, configs): Abstract method for constructing a model. This needs to be implemented by subclasses.

Examples

>>> @register_module('test_module')
    >>> class test_module(BASE_C2G):
    >>>     def __init__(self, a, b):
    >>>         self._config = {'a':a, 'b':b}
    >>>         self.a = a
    >>>         self.b = b
    >>>     def __call__(self):
    >>>         return self.a+self.b
 

    >>> sub_module = test_module(1, 2)
    >>> sub_module()
    3
 

    >>> @register_module('master_module')
    >>> class master_module(BASE_C2G):
    >>>     def __init__(self, sub_module):
    >>>         self._config = {'sub_module': sub_module}
    >>>         self.sub_module = sub_module
 

    >>>     def __call__(self):
    >>>         print(self.sub_module())
 

    >>> master_mod = master_module(sub_module)
    >>> master_mod()
    3
 

    >>> save_master_module = BASE_C2G()
    >>> save_master_module.serialize_c2g(master_mod._config)
    {'BASE_C2G': {'SUB_MODULE': {'TEST_MODULE': {'a': 1, 'b': 2}}}}
    >>> cfg._module_list
    ['TEST_MODULE', 'MASTER_MODULE']