import sys import socket import asyncio import logging import ipaddress import aiohttp import aiohttp.web from aiohttp import hdrs from grpc.experimental import aio as aiogrpc import ray._private.services import ray.new_dashboard.consts as dashboard_consts import ray.new_dashboard.utils as dashboard_utils from ray import ray_constants from ray.new_dashboard.datacenter import DataOrganizer logger = logging.getLogger(__name__) routes = dashboard_utils.ClassMethodRouteTable aiogrpc.init_grpc_aio() class DashboardHead: def __init__(self, http_host, http_port, http_port_retries, redis_address, redis_password, log_dir): # Public attributes are accessible for all head modules. # Walkaround for issue: https://github.com/ray-project/ray/issues/7084 self.http_host = "127.0.0.1" if http_host == "localhost" else http_host self.http_port = http_port self.http_port_retries = http_port_retries self.redis_address = dashboard_utils.address_tuple(redis_address) self.redis_password = redis_password self.log_dir = log_dir self.aioredis_client = None self.aiogrpc_gcs_channel = None self.http_session = None self.ip = ray.util.get_node_ip_address() self.server = aiogrpc.server(options=(("grpc.so_reuseport", 0), )) self.grpc_port = self.server.add_insecure_port("[::]:0") logger.info("Dashboard head grpc address: %s:%s", self.ip, self.grpc_port) def _load_modules(self): """Load dashboard head modules.""" modules = [] head_cls_list = dashboard_utils.get_all_modules( dashboard_utils.DashboardHeadModule) for cls in head_cls_list: logger.info("Loading %s: %s", dashboard_utils.DashboardHeadModule.__name__, cls) c = cls(self) dashboard_utils.ClassMethodRouteTable.bind(c) modules.append(c) logger.info("Loaded %d modules.", len(modules)) return modules async def run(self): # Create an aioredis client for all modules. try: self.aioredis_client = await dashboard_utils.get_aioredis_client( self.redis_address, self.redis_password, dashboard_consts.CONNECT_REDIS_INTERNAL_SECONDS, dashboard_consts.RETRY_REDIS_CONNECTION_TIMES) except (socket.gaierror, ConnectionError): logger.error( "Dashboard head exiting: " "Failed to connect to redis at %s", self.redis_address) sys.exit(-1) # Create a http session for all modules. self.http_session = aiohttp.ClientSession( loop=asyncio.get_event_loop()) # Waiting for GCS is ready. while True: try: gcs_address = await self.aioredis_client.get( dashboard_consts.REDIS_KEY_GCS_SERVER_ADDRESS) if not gcs_address: raise Exception("GCS address not found.") logger.info("Connect to GCS at %s", gcs_address) options = (("grpc.enable_http_proxy", 0), ) channel = aiogrpc.insecure_channel( gcs_address, options=options) except Exception as ex: logger.error("Connect to GCS failed: %s, retry...", ex) await asyncio.sleep( dashboard_consts.CONNECT_GCS_INTERVAL_SECONDS) else: self.aiogrpc_gcs_channel = channel break # Start a grpc asyncio server. await self.server.start() async def _async_notify(): """Notify signals from queue.""" while True: co = await dashboard_utils.NotifyQueue.get() try: await co except Exception: logger.exception(f"Error notifying coroutine {co}") modules = self._load_modules() # Http server should be initialized after all modules loaded. app = aiohttp.web.Application() app.add_routes(routes=routes.bound_routes()) runner = aiohttp.web.AppRunner(app) await runner.setup() last_ex = None for i in range(1 + self.http_port_retries): try: site = aiohttp.web.TCPSite(runner, self.http_host, self.http_port) await site.start() break except OSError as e: last_ex = e self.http_port += 1 logger.warning("Try to use port %s: %s", self.http_port, e) else: raise Exception(f"Failed to find a valid port for dashboard after " f"{self.http_port_retries} retries: {last_ex}") http_host, http_port, *_ = site._server.sockets[0].getsockname() http_host = self.ip if ipaddress.ip_address( http_host).is_unspecified else http_host logger.info("Dashboard head http address: %s:%s", http_host, http_port) # Write the dashboard head port to redis. await self.aioredis_client.set(ray_constants.REDIS_KEY_DASHBOARD, f"{http_host}:{http_port}") await self.aioredis_client.set( dashboard_consts.REDIS_KEY_DASHBOARD_RPC, f"{self.ip}:{self.grpc_port}") # Dump registered http routes. dump_routes = [ r for r in app.router.routes() if r.method != hdrs.METH_HEAD ] for r in dump_routes: logger.info(r) logger.info("Registered %s routes.", len(dump_routes)) # Freeze signal after all modules loaded. dashboard_utils.SignalManager.freeze() concurrent_tasks = [ _async_notify(), DataOrganizer.purge(), DataOrganizer.organize(), ] await asyncio.gather(*concurrent_tasks, *(m.run(self.server) for m in modules)) await self.server.wait_for_termination()