autodl-projects/lib/spaces/basic_space.py

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2021-03-17 13:48:43 +01:00
#####################################################
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.01 #
#####################################################
import abc
import random
class Space(metaclass=abc.ABCMeta):
@abc.abstractmethod
def random(self):
raise NotImplementedError
@abc.abstractmethod
def __repr__(self):
raise NotImplementedError
class Categorical(Space):
def __init__(self, *data):
self._candidates = [*data]
def __getitem__(self, index):
return self._candidates[index]
def __len__(self):
return len(self._candidates)
def __repr__(self):
return "{name:}(candidates={cs:})".format(name=self.__class__.__name__, cs=self._candidates)
def random(self):
return random.choice(self._candidates)