import asyncio import logging from autogen_core import AgentId, AgentProxy, TopicId from autogen_core import SingleThreadedAgentRuntime from autogen_core import EVENT_LOGGER_NAME from autogen_core import DefaultSubscription, DefaultTopicId from autogen_ext.code_executors.local import LocalCommandLineCodeExecutor from autogen_core.components.models import ( UserMessage, ) from autogen_magentic_one.agents.coder import Coder, Executor from autogen_magentic_one.agents.orchestrator import RoundRobinOrchestrator from autogen_magentic_one.messages import BroadcastMessage, OrchestrationEvent from autogen_magentic_one.utils import create_completion_client_from_env async def main() -> None: # Create the runtime. runtime = SingleThreadedAgentRuntime() # Create the AzureOpenAI client client = create_completion_client_from_env() # Register agents. await runtime.register( "Coder", lambda: Coder(model_client=client), subscriptions=lambda: [DefaultSubscription()], ) coder = AgentProxy(AgentId("Coder", "default"), runtime) await runtime.register( "Executor", lambda: Executor( "A agent for executing code", executor=LocalCommandLineCodeExecutor(), confirm_execution="ACCEPT_ALL" ), subscriptions=lambda: [DefaultSubscription()], ) executor = AgentProxy(AgentId("Executor", "default"), runtime) await runtime.register( "Orchestrator", lambda: RoundRobinOrchestrator([coder, executor]), subscriptions=lambda: [DefaultSubscription()], ) prompt = "" with open("prompt.txt", "rt") as fh: prompt = fh.read() entry_point = "__ENTRY_POINT__" task = f""" The following python code imports the `run_tests` function from unit_tests.py, and runs it on the function `{entry_point}`. This will run a set of automated unit tests to verify the correct implementation of `{entry_point}`. However, `{entry_point}` is only partially implemented in the code below. Complete the implementation of `{entry_point}` and then execute a new stand-alone code block that contains everything needed to run the tests, including: importing `unit_tests`, calling `run_tests({entry_point})`, as well as {entry_point}'s complete definition, such that this code block can be run directly in Python. ```python from unit_tests import run_tests {prompt} # Run the unit tests run_tests({entry_point}) ``` """.strip() runtime.start() await runtime.publish_message( BroadcastMessage(content=UserMessage(content=task, source="human")), topic_id=DefaultTopicId(), ) await runtime.stop_when_idle() class MyHandler(logging.Handler): def __init__(self) -> None: super().__init__() def emit(self, record: logging.LogRecord) -> None: try: if isinstance(record.msg, OrchestrationEvent): print(f"""--------------------------------------------------------------------------- \033[91m{record.msg.source}:\033[0m {record.msg.message}""", flush=True) except Exception: self.handleError(record) if __name__ == "__main__": logger = logging.getLogger(EVENT_LOGGER_NAME) logger.setLevel(logging.INFO) my_handler = MyHandler() logger.handlers = [my_handler] asyncio.run(main())