def encode(msg: Message) -> bytes:
"""
Encode a 'Gym' message into bytes.
:param msg: the message object.
:return: the bytes.
"""
msg = cast(GymMessage, msg)
gym_msg = gym_pb2.GymMessage()
gym_msg.message_id = msg.message_id
dialogue_reference = msg.dialogue_reference
gym_msg.dialogue_starter_reference = dialogue_reference[0]
gym_msg.dialogue_responder_reference = dialogue_reference[1]
gym_msg.target = msg.target
performative_id = msg.performative
if performative_id == GymMessage.Performative.ACT:
performative = gym_pb2.GymMessage.Act_Performative(
) # type: ignore
action = msg.action
AnyObject.encode(performative.action, action)
step_id = msg.step_id
performative.step_id = step_id
gym_msg.act.CopyFrom(performative)
elif performative_id == GymMessage.Performative.PERCEPT:
performative = gym_pb2.GymMessage.Percept_Performative(
) # type: ignore
step_id = msg.step_id
performative.step_id = step_id
observation = msg.observation
AnyObject.encode(performative.observation, observation)
reward = msg.reward
performative.reward = reward
done = msg.done
performative.done = done
info = msg.info
AnyObject.encode(performative.info, info)
gym_msg.percept.CopyFrom(performative)
elif performative_id == GymMessage.Performative.STATUS:
performative = gym_pb2.GymMessage.Status_Performative(
) # type: ignore
content = msg.content
performative.content.update(content)
gym_msg.status.CopyFrom(performative)
elif performative_id == GymMessage.Performative.RESET:
performative = gym_pb2.GymMessage.Reset_Performative(
) # type: ignore
gym_msg.reset.CopyFrom(performative)
elif performative_id == GymMessage.Performative.CLOSE:
performative = gym_pb2.GymMessage.Close_Performative(
) # type: ignore
gym_msg.close.CopyFrom(performative)
else:
raise ValueError(
"Performative not valid: {}".format(performative_id))
gym_bytes = gym_msg.SerializeToString()
return gym_bytes
def decode(obj: bytes) -> Message:
"""
Decode bytes into a 'Gym' message.
:param obj: the bytes object.
:return: the 'Gym' message.
"""
message_pb = ProtobufMessage()
gym_pb = gym_pb2.GymMessage()
message_pb.ParseFromString(obj)
message_id = message_pb.dialogue_message.message_id
dialogue_reference = (
message_pb.dialogue_message.dialogue_starter_reference,
message_pb.dialogue_message.dialogue_responder_reference,
)
target = message_pb.dialogue_message.target
gym_pb.ParseFromString(message_pb.dialogue_message.content)
performative = gym_pb.WhichOneof("performative")
performative_id = GymMessage.Performative(str(performative))
performative_content = dict() # type: Dict[str, Any]
if performative_id == GymMessage.Performative.ACT:
pb2_action = gym_pb.act.action
action = AnyObject.decode(pb2_action)
performative_content["action"] = action
step_id = gym_pb.act.step_id
performative_content["step_id"] = step_id
elif performative_id == GymMessage.Performative.PERCEPT:
step_id = gym_pb.percept.step_id
performative_content["step_id"] = step_id
pb2_observation = gym_pb.percept.observation
observation = AnyObject.decode(pb2_observation)
performative_content["observation"] = observation
reward = gym_pb.percept.reward
performative_content["reward"] = reward
done = gym_pb.percept.done
performative_content["done"] = done
pb2_info = gym_pb.percept.info
info = AnyObject.decode(pb2_info)
performative_content["info"] = info
elif performative_id == GymMessage.Performative.STATUS:
content = gym_pb.status.content
content_dict = dict(content)
performative_content["content"] = content_dict
elif performative_id == GymMessage.Performative.RESET:
pass
elif performative_id == GymMessage.Performative.CLOSE:
pass
else:
raise ValueError(
"Performative not valid: {}.".format(performative_id))
return GymMessage(message_id=message_id,
dialogue_reference=dialogue_reference,
target=target,
performative=performative,
**performative_content)