Source code for nvflare.app_common.hub.hub_executor

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#     http://www.apache.org/licenses/LICENSE-2.0
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from nvflare.apis.fl_context import FLContext
from nvflare.apis.shareable import Shareable
from nvflare.apis.signal import Signal
from nvflare.app_common.app_constant import AppConstants
from nvflare.app_common.executors.task_exchanger import TaskExchanger


[docs]class HubExecutor(TaskExchanger): """ This executor is to be used by Tier-1 (T1) clients. It exchanges task data/result with the Hub Controller of Tier-2 (T2) Server """ def __init__( self, pipe_id: str, task_wait_time=None, result_poll_interval: float = 0.1, task_read_wait_time: float = 10.0, read_interval: float = 2.0, heartbeat_interval: float = 5.0, heartbeat_timeout: float = 30.0, resend_interval: float = 2.0, max_resends=None, ): """Constructor of HubExecutor. Args: pipe_id (str): component id of pipe task_wait_time: how long to wait for result from T2. None means waits forever. result_poll_interval: polling interval for T2 result task_read_wait_time: how long to wait for T2 to read a task assignment read_interval: how often to read from pipe heartbeat_interval: how often to send heartbeat to peer heartbeat_timeout: max amount of time to allow missing heartbeats before treating peer as dead resend_interval: how often to resend a message when failing to send max_resends: max number of resends. None means no limit """ super().__init__( pipe_id=pipe_id, read_interval=read_interval, heartbeat_interval=heartbeat_interval, heartbeat_timeout=heartbeat_timeout, resend_interval=resend_interval, max_resends=max_resends, peer_read_timeout=task_read_wait_time, task_wait_time=task_wait_time, result_poll_interval=result_poll_interval, )
[docs] def execute(self, task_name: str, shareable: Shareable, fl_ctx: FLContext, abort_signal: Signal) -> Shareable: contrib_round = shareable.get_cookie(AppConstants.CONTRIBUTION_ROUND) if contrib_round is None: self.log_warning(fl_ctx, "CONTRIBUTION_ROUND Not Set in task data!") return super().execute(task_name, shareable, fl_ctx, abort_signal)