# Copyright (c) Meta Platforms, Inc. and affiliates. # All rights reserved. # # This source code is licensed under the BSD-style license found in the # source tree. """ FastAPI application for the Token Optimiser Environment. This module creates an HTTP server that exposes the TokenOptimiserEnvironment 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 """ 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 # Import using absolute paths from package root import sys import os sys.path.insert(0, os.path.join(os.path.dirname(__file__), '..')) from models import TokenOptimiserAction, TokenOptimiserObservation, TokenOptimiserState from server.token_optimiser_environment import TokenOptimiserEnvironment # Create the app with web interface and README integration app = create_app( TokenOptimiserEnvironment, TokenOptimiserAction, TokenOptimiserObservation, env_name="token_optimiser", max_concurrent_envs=10, # Increased for RL training concurrency ) 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 token_optimiser.server.app For production deployments, consider using uvicorn directly with multiple workers: uvicorn token_optimiser.server.app:app --workers 4 """ import argparse import uvicorn if host == "0.0.0.0" and port == 8000: parser = argparse.ArgumentParser() parser.add_argument("--host", type=str, default="0.0.0.0") parser.add_argument("--port", type=int, default=8000) args = parser.parse_args() host = args.host port = args.port uvicorn.run(app, host=host, port=port) if __name__ == "__main__": main()