def serve(connection_str, ray_connect_handler=None):
def default_connect_handler(job_config: JobConfig = None,
**ray_init_kwargs: Dict[str, Any]):
with disable_client_hook():
if not ray.is_initialized():
return ray.init(job_config=job_config, **ray_init_kwargs)
ray_connect_handler = ray_connect_handler or default_connect_handler
server = grpc.server(
futures.ThreadPoolExecutor(
max_workers=CLIENT_SERVER_MAX_THREADS,
thread_name_prefix="ray_client_server",
),
options=GRPC_OPTIONS,
)
task_servicer = RayletServicer(ray_connect_handler)
data_servicer = DataServicer(task_servicer)
logs_servicer = LogstreamServicer()
ray_client_pb2_grpc.add_RayletDriverServicer_to_server(
task_servicer, server)
ray_client_pb2_grpc.add_RayletDataStreamerServicer_to_server(
data_servicer, server)
ray_client_pb2_grpc.add_RayletLogStreamerServicer_to_server(
logs_servicer, server)
add_port_to_grpc_server(server, connection_str)
current_handle = ClientServerHandle(
task_servicer=task_servicer,
data_servicer=data_servicer,
logs_servicer=logs_servicer,
grpc_server=server,
)
server.start()
return current_handle
def serve_proxier(connection_str: str,
redis_address: str,
*,
redis_password: Optional[str] = None,
session_dir: Optional[str] = None):
server = grpc.server(
futures.ThreadPoolExecutor(max_workers=CLIENT_SERVER_MAX_THREADS),
options=GRPC_OPTIONS)
proxy_manager = ProxyManager(redis_address,
session_dir=session_dir,
redis_password=redis_password)
task_servicer = RayletServicerProxy(None, proxy_manager)
data_servicer = DataServicerProxy(proxy_manager)
logs_servicer = LogstreamServicerProxy(proxy_manager)
ray_client_pb2_grpc.add_RayletDriverServicer_to_server(
task_servicer, server)
ray_client_pb2_grpc.add_RayletDataStreamerServicer_to_server(
data_servicer, server)
ray_client_pb2_grpc.add_RayletLogStreamerServicer_to_server(
logs_servicer, server)
server.add_insecure_port(connection_str)
server.start()
return ClientServerHandle(
task_servicer=task_servicer,
data_servicer=data_servicer,
logs_servicer=logs_servicer,
grpc_server=server,
)
def serve_proxier(
connection_str: str,
address: Optional[str],
*,
redis_password: Optional[str] = None,
session_dir: Optional[str] = None,
runtime_env_agent_port: int = 0,
):
# Initialize internal KV to be used to upload and download working_dir
# before calling ray.init within the RayletServicers.
# NOTE(edoakes): redis_address and redis_password should only be None in
# tests.
if use_gcs_for_bootstrap():
if address is not None:
gcs_cli = GcsClient(address=address)
ray.experimental.internal_kv._initialize_internal_kv(gcs_cli)
else:
if address is not None and redis_password is not None:
gcs_cli = GcsClient.connect_to_gcs_by_redis_address(
address, redis_password)
ray.experimental.internal_kv._initialize_internal_kv(gcs_cli)
server = grpc.server(
futures.ThreadPoolExecutor(max_workers=CLIENT_SERVER_MAX_THREADS),
options=GRPC_OPTIONS,
)
proxy_manager = ProxyManager(
address,
session_dir=session_dir,
redis_password=redis_password,
runtime_env_agent_port=runtime_env_agent_port,
)
task_servicer = RayletServicerProxy(None, proxy_manager)
data_servicer = DataServicerProxy(proxy_manager)
logs_servicer = LogstreamServicerProxy(proxy_manager)
ray_client_pb2_grpc.add_RayletDriverServicer_to_server(
task_servicer, server)
ray_client_pb2_grpc.add_RayletDataStreamerServicer_to_server(
data_servicer, server)
ray_client_pb2_grpc.add_RayletLogStreamerServicer_to_server(
logs_servicer, server)
add_port_to_grpc_server(server, connection_str)
server.start()
return ClientServerHandle(
task_servicer=task_servicer,
data_servicer=data_servicer,
logs_servicer=logs_servicer,
grpc_server=server,
)
def serve_proxier(connection_str: str,
redis_address: Optional[str],
*,
redis_password: Optional[str] = None,
session_dir: Optional[str] = None):
# Initialize internal KV to be used to upload and download working_dir
# before calling ray.init within the RayletServicers.
# NOTE(edoakes): redis_address and redis_password should only be None in
# tests.
if redis_address is not None and redis_password is not None:
ip, port = redis_address.split(":")
gcs_client = connect_to_gcs(ip, int(port), redis_password)
ray.experimental.internal_kv._initialize_internal_kv(gcs_client)
server = grpc.server(
futures.ThreadPoolExecutor(max_workers=CLIENT_SERVER_MAX_THREADS),
options=GRPC_OPTIONS)
proxy_manager = ProxyManager(
redis_address, session_dir=session_dir, redis_password=redis_password)
task_servicer = RayletServicerProxy(None, proxy_manager)
data_servicer = DataServicerProxy(proxy_manager)
logs_servicer = LogstreamServicerProxy(proxy_manager)
ray_client_pb2_grpc.add_RayletDriverServicer_to_server(
task_servicer, server)
ray_client_pb2_grpc.add_RayletDataStreamerServicer_to_server(
data_servicer, server)
ray_client_pb2_grpc.add_RayletLogStreamerServicer_to_server(
logs_servicer, server)
server.add_insecure_port(connection_str)
server.start()
return ClientServerHandle(
task_servicer=task_servicer,
data_servicer=data_servicer,
logs_servicer=logs_servicer,
grpc_server=server,
)