# Copyright (c) Meta Platforms, Inc. and affiliates. # All rights reserved. # # This source code is licensed under the BSD-style license found in the # LICENSE file in the root directory of this source tree. """ FastAPI application for the Kernel Env Environment. This module creates an HTTP server that exposes the KernelEnvironment over HTTP and WebSocket endpoints, compatible with EnvClient. Endpoints: - POST /reset: Reset the environment - POST /step: Execute an action - GET /state: Get current environment state - GET /schema: Get action/observation schemas - WS /ws: WebSocket endpoint for persistent sessions Usage: # Development (with auto-reload): uvicorn server.app:app --reload --host 0.0.0.0 --port 8000 # Production: uvicorn server.app:app --host 0.0.0.0 --port 8000 --workers 4 # Or run directly: python -m server.app """ import os try: from openenv.core.env_server.http_server import create_app except Exception as e: # pragma: no cover raise ImportError( "openenv is required for the web interface. Install dependencies with '\n uv sync\n'" ) from e try: from ..models import KernelAction, KernelObservation from .kernel_env_environment import KernelEnvironment except ImportError: from models import KernelAction, KernelObservation from server.kernel_env_environment import KernelEnvironment class _QuietClientDisconnect: """openenv's /ws handler calls websocket.close() after the client already left; uvicorn then logs a full 'Exception in ASGI application' traceback per episode. Harmless, so drop it for websockets.""" def __init__(self, app): self.app = app async def __call__(self, scope, receive, send): from starlette.websockets import WebSocketDisconnect try: await self.app(scope, receive, send) except WebSocketDisconnect: if scope["type"] != "websocket": raise # Create the app with web interface and README integration app = create_app( KernelEnvironment, KernelAction, KernelObservation, env_name="kernel_env", # sessions mostly wait on the LLM; GPU evals are serialized by the shared Evaluator pool max_concurrent_envs=int(os.environ.get("KERNEL_ENV_MAX_SESSIONS", "64")), ) app.add_middleware(_QuietClientDisconnect) def main(host: str = "0.0.0.0", port: int = 8000): """ Entry point for direct execution via uv run or python -m. This function enables running the server without Docker: uv run --project . server uv run --project . server --port 8001 python -m kernel_env.server.app Args: host: Host address to bind to (default: "0.0.0.0") port: Port number to listen on (default: 8000) For production deployments, consider using uvicorn directly with multiple workers: uvicorn kernel_env.server.app:app --workers 4 """ import uvicorn uvicorn.run(app, host=host, port=port) if __name__ == "__main__": import argparse parser = argparse.ArgumentParser() parser.add_argument("--port", type=int, default=8000) args = parser.parse_args() main(port=args.port)