autogen/src/agnext/application_components/single_threaded_agent_runtime.py

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import asyncio
from asyncio import Future
from dataclasses import dataclass
from typing import Awaitable, Dict, Generic, List, Set, Type, TypeVar
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from ..core.agent import Agent
from ..core.agent_runtime import AgentRuntime
from ..core.message import Message
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T = TypeVar("T", bound=Message)
@dataclass
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class BroadcastMessageEnvelope(Generic[T]):
"""A message envelope for broadcasting messages to all agents that can handle
the message of the type T."""
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message: T
future: Future[List[T]]
@dataclass
class SendMessageEnvelope(Generic[T]):
"""A message envelope for sending a message to a specific agent that can handle
the message of the type T."""
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message: T
destination: Agent[T]
future: Future[T]
@dataclass
class ResponseMessageEnvelope(Generic[T]):
"""A message envelope for sending a response to a message."""
message: T
future: Future[T]
@dataclass
class BroadcastResponseMessageEnvelope(Generic[T]):
"""A message envelope for sending a response to a message."""
message: List[T]
future: Future[List[T]]
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class SingleThreadedAgentRuntime(AgentRuntime[T]):
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def __init__(self) -> None:
self._message_queue: List[
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BroadcastMessageEnvelope[T]
| SendMessageEnvelope[T]
| ResponseMessageEnvelope[T]
| BroadcastResponseMessageEnvelope[T]
] = []
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self._per_type_subscribers: Dict[Type[T], List[Agent[T]]] = {}
self._agents: Set[Agent[T]] = set()
def add_agent(self, agent: Agent[T]) -> None:
for message_type in agent.subscriptions:
if message_type not in self._per_type_subscribers:
self._per_type_subscribers[message_type] = []
self._per_type_subscribers[message_type].append(agent)
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self._agents.add(agent)
# Returns the response of the message
def send_message(self, message: T, destination: Agent[T]) -> Future[T]:
loop = asyncio.get_event_loop()
future: Future[T] = loop.create_future()
self._message_queue.append(SendMessageEnvelope(message, destination, future))
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return future
# Returns the response of all handling agents
def broadcast_message(self, message: T) -> Future[List[T]]:
future: Future[List[T]] = asyncio.get_event_loop().create_future()
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self._message_queue.append(BroadcastMessageEnvelope(message, future))
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return future
async def _process_send(self, message_envelope: SendMessageEnvelope[T]) -> None:
recipient = message_envelope.destination
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if recipient not in self._agents:
message_envelope.future.set_exception(Exception("Recipient not found"))
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return
response = await recipient.on_message(message_envelope.message)
self._message_queue.append(ResponseMessageEnvelope(response, message_envelope.future))
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async def _process_broadcast(self, message_envelope: BroadcastMessageEnvelope[T]) -> None:
responses: List[Awaitable[T]] = []
for agent in self._per_type_subscribers.get(type(message_envelope.message), []):
future = agent.on_message(message_envelope.message)
responses.append(future)
all_responses = await asyncio.gather(*responses)
self._message_queue.append(BroadcastResponseMessageEnvelope(all_responses, message_envelope.future))
async def _process_response(self, message_envelope: ResponseMessageEnvelope[T]) -> None:
message_envelope.future.set_result(message_envelope.message)
async def _process_broadcast_response(self, message_envelope: BroadcastResponseMessageEnvelope[T]) -> None:
message_envelope.future.set_result(message_envelope.message)
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async def process_next(self) -> None:
if len(self._message_queue) == 0:
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# Yield control to the event loop to allow other tasks to run
await asyncio.sleep(0)
return
message_envelope = self._message_queue.pop(0)
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match message_envelope:
case SendMessageEnvelope(message, destination, future):
asyncio.create_task(self._process_send(SendMessageEnvelope(message, destination, future)))
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case BroadcastMessageEnvelope(message, future):
asyncio.create_task(self._process_broadcast(BroadcastMessageEnvelope(message, future)))
case ResponseMessageEnvelope(message, future):
asyncio.create_task(self._process_response(ResponseMessageEnvelope(message, future)))
case BroadcastResponseMessageEnvelope(message, future):
asyncio.create_task(self._process_broadcast_response(BroadcastResponseMessageEnvelope(message, future)))
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# Yield control to the message loop to allow other tasks to run
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await asyncio.sleep(0)