from abc import ABC, abstractmethod from typing import List import uuid from mlagents_envs.side_channel import IncomingMessage, OutgoingMessage from mlagents_envs.logging_util import get_logger logger = get_logger(__name__) class SideChannel(ABC): """ The side channel just get access to a bytes buffer that will be shared between C# and Python. For example, We will create a specific side channel for properties that will be a list of string (fixed size) to float number, that can be modified by both C# and Python. All side channels are passed to the Env object at construction. """ def __init__(self, channel_id: uuid.UUID): self._channel_id: uuid.UUID = channel_id self.message_queue: List[bytearray] = [] def queue_message_to_send(self, msg: OutgoingMessage) -> None: """ Queues a message to be sent by the environment at the next call to step. """ self.message_queue.append(msg.buffer) @abstractmethod def on_message_received(self, msg: IncomingMessage) -> None: """ Is called by the environment to the side channel. Can be called multiple times per step if multiple messages are meant for that SideChannel. """ pass @property def channel_id(self) -> uuid.UUID: """ :return:The type of side channel used. Will influence how the data is processed in the environment. """ return self._channel_id