""" Generic HTTP Environment Server for MCP Integration. This module provides a custom HTTP server that wraps any MCP environment and exposes OpenEnv-compliant HTTP endpoints (/reset, /step, /state). The server is fully generic and works with any MCP integration. All MCP-specific configuration is loaded from config.py. """ import asyncio import logging import sqlite3 from typing import Any, Dict, Optional, List from fastapi import Body, FastAPI, Request, Query from openenv.core.env_server.http_server import HTTPEnvServer from .config import ( MCP_NAME, HTTP_HEADERS, HTTP_HEADER_DEFAULTS, get_session_manager_class, get_seed_data_function ) logger = logging.getLogger(__name__) class MCPHTTPEnvServer(HTTPEnvServer): """ Generic HTTP Environment Server for any MCP integration. This server wraps any MCP environment and provides HTTP endpoints for OpenEnv integration. It's fully generic and works with any MCP. HTTP headers are configured via config.py:HTTP_HEADERS, making it easy to adapt to different MCP authentication and multi-tenancy patterns. """ def __init__(self, env, action_cls, observation_cls): """Initialize custom HTTP server with MCP session manager.""" # Store classes before calling super().__init__() self.action_cls = action_cls self.observation_cls = observation_cls # Call parent init super().__init__(env=env, action_cls=action_cls, observation_cls=observation_cls) # Create a persistent environment instance for HTTP endpoints # The parent class stores env_factory in self._env_factory # We create one instance for the HTTP endpoints (not WebSocket) if callable(self._env_factory): self.env = self._env_factory() else: self.env = self._env_factory # Dynamically load the session manager from config SessionManagerClass = get_session_manager_class() self.session_manager = SessionManagerClass() def _get_header_value(self, headers: dict, header_key: str) -> Optional[str]: """ Get header value using configured header name. Args: headers: Request headers dictionary header_key: Key in HTTP_HEADERS config (e.g., "database_id", "access_token") Returns: Header value or default from config """ header_name = HTTP_HEADERS.get(header_key) if not header_name: logger.warning(f"Header key '{header_key}' not configured in HTTP_HEADERS") return HTTP_HEADER_DEFAULTS.get(header_key) value = headers.get(header_name) if value is None: value = HTTP_HEADER_DEFAULTS.get(header_key) return value def register_routes(self, app: Any) -> None: if not isinstance(app, FastAPI): raise TypeError("app must be a FastAPI instance") # Register custom reset endpoint @app.post("/reset") async def reset_with_database_refresh( request: Request, body: Optional[Dict[str, Any]] = Body(default=None) ) -> Dict[str, Any]: """ Reset the environment and optionally reset the database. The database_id can be provided via: 1. Request body: {"database_id": "my_db", "sql_content": "INSERT INTO..."} 2. HTTP header: x-database-id 3. Default value if neither provided Args (in request body, all optional): database_id: Database identifier for multi-tenancy sql_content: Custom SQL content to use for seeding instead of default Returns: Observation with reset status and database reset result """ headers = dict(request.headers) # Get database_id from body first, then header, then default body = body or {} database_id = body.get("database_id") or self._get_header_value(headers, "database_id") access_token = self._get_header_value(headers, "access_token") # Get optional sql_content from body sql_content = body.get("sql_content") logger.info(f"Reset request for database_id={database_id}, custom_sql={'yes' if sql_content else 'no'}") # Reset database to original state (with optional custom SQL) db_reset_result = self._reset_database(database_id, sql_content=sql_content) # Set request context in environment self.env.set_request_context( database_id=database_id, access_token=access_token ) # Execute reset in thread pool (environments may use sync code) loop = asyncio.get_event_loop() observation = await loop.run_in_executor(None, self.env.reset) # Serialize observation manually result = { "observation": observation.model_dump() if hasattr(observation, 'model_dump') else observation.__dict__, "done": getattr(observation, 'done', False), "reward": getattr(observation, 'reward', 0.0) } # Add database reset info to observation metadata if isinstance(result, dict) and "observation" in result: if "metadata" not in result["observation"]: result["observation"]["metadata"] = {} result["observation"]["metadata"]["database_reset_result"] = db_reset_result logger.info(f"Environment reset completed for database {database_id}, DB refresh: {db_reset_result['success']}") return result # Register custom step endpoint @app.post("/step") async def step_with_headers(request: Request, body: Dict[str, Any] = Body(...)) -> Dict[str, Any]: # Extract headers using dynamic header names from config headers = dict(request.headers) database_id = self._get_header_value(headers, "database_id") access_token = self._get_header_value(headers, "access_token") # Debug logging to see what headers we're receiving logger.info(f"Step request - database_id: {database_id}, has_access_token: {bool(access_token)}") if not access_token: logger.warning(f"No access token found in headers. Available headers: {list(headers.keys())}") # Set request context in environment self.env.set_request_context(database_id=database_id, access_token=access_token) logger.debug(f"Step request with database_id={database_id}, has_token={bool(access_token)}") # Support both {"action": {...}} and direct action fields action_data = body.get("action", body) # Deserialize action manually using Pydantic try: action = self.action_cls(**action_data) except Exception as e: logger.error(f"Failed to deserialize action: {e}") return { "observation": { "success": False, "error_message": f"Invalid action: {str(e)}", "done": False, "reward": -1.0, "metadata": {} }, "done": False, "reward": -1.0 } # Execute step in thread pool (environments may use sync code) loop = asyncio.get_event_loop() observation = await loop.run_in_executor(None, self.env.step, action) # Serialize observation manually result = { "observation": observation.model_dump() if hasattr(observation, 'model_dump') else observation.__dict__, "done": getattr(observation, 'done', False), "reward": getattr(observation, 'reward', 0.0) } return result # Register state endpoint @app.get("/state") async def get_state( request: Request, verify_queries: List[str] = Query(default=[]) ) -> Dict[str, Any]: headers = dict(request.headers) database_id = headers.get("x-database-id", "default") state = self.env.state result = { "episode_id": state.episode_id, "step_count": state.step_count, "database_id": database_id } db_path = self.session_manager.get_db_path(database_id) try: conn = sqlite3.connect(db_path) conn.row_factory = sqlite3.Row cursor = conn.cursor() if verify_queries: result["verification_results"] = [] for query in verify_queries: try: cursor.execute(query) rows = cursor.fetchall() result["verification_results"].append({ "query": query, "result": [dict(row) for row in rows], "success": True }) except Exception as query_error: result["verification_results"].append({ "query": query, "error": str(query_error), "success": False }) conn.close() except Exception as e: result["db_error"] = str(e) return result def _reset_database(self, database_id: str, sql_content: Optional[str] = None) -> Dict[str, Any]: """ Reset database to clean state with seed data. This method is generic and works with any MCP that follows the standard session manager interface. Args: database_id: Database identifier for multi-tenancy sql_content: Optional custom SQL content for seeding. If provided, this will be used instead of the default seed data. Returns: Dictionary with reset status and details """ try: # Dispose any cached engine connections to prevent stale connections # (Only if the SessionManager has this method - some MCPs may not have it) if hasattr(self.session_manager, 'dispose_engine'): self.session_manager.dispose_engine(database_id) # Get database path using session manager db_path = self.session_manager.get_db_path(database_id) # Drop all existing tables using sqlite3 conn = sqlite3.connect(db_path) cursor = conn.cursor() cursor.execute("SELECT name FROM sqlite_master WHERE type='table' AND name NOT LIKE 'sqlite_%'") tables = cursor.fetchall() for table in tables: table_name = table[0] cursor.execute(f"DROP TABLE IF EXISTS {table_name}") conn.commit() conn.close() # Recreate tables using session manager self.session_manager.init_database(database_id, create_tables=True) # Use custom SQL content if provided, otherwise use default seed data if sql_content: logger.info(f"Using custom SQL content for database {database_id}") seed_sql = sql_content used_custom_sql = True else: seed_data_fn = get_seed_data_function() seed_sql = seed_data_fn() used_custom_sql = False conn = sqlite3.connect(db_path) cursor = conn.cursor() # Parse and execute SQL statements statements = [] for line in seed_sql.split("\n"): line = line.strip() if line and not line.startswith("--"): statements.append(line) full_sql = " ".join(statements) individual_statements = [stmt.strip() for stmt in full_sql.split(";") if stmt.strip()] executed_count = 0 for statement in individual_statements: try: if not statement.strip(): continue cursor.execute(statement) executed_count += 1 except Exception as e: logger.error(f"Error executing statement during seeding: {statement[:100]}...") logger.error(f"Error details: {e}") raise e conn.commit() conn.close() seed_source = "custom SQL" if used_custom_sql else "default seed data" logger.info(f"Database {database_id} reset and seeded with {seed_source} ({executed_count} statements)") return { "success": True, "message": f"Database reset to clean state and seeded with {seed_source}", "database_id": database_id, "seeded": True, "used_custom_sql": used_custom_sql, "statements_executed": executed_count, } except Exception as e: logger.error(f"Error resetting database {database_id}: {e}", exc_info=True) return { "success": False, "message": f"Database reset failed: {str(e)}", "database_id": database_id, "seeded": False, "used_custom_sql": sql_content is not None, }