Source code for nvflare.apis.fl_snapshot

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[docs]class RunSnapshot: """RunSnapshot keeps a snapshot of all the FLComponent states. The format is: { component_id: component_state_dict } """ def __init__(self, job_id: str): super().__init__() self.component_states = {} self.completed = False self.job_id = job_id
[docs] def get_component_snapshot(self, component_id: str) -> dict: """Get a state snapshot of a particular FL component. Args: component_id: Component ID Returns: A component state dict. """ return self.component_states.get(component_id)
[docs] def set_component_snapshot(self, component_id: str, component_state: dict): """Set the snapshot of a particular FL component. Args: component_id: Component ID component_state: component state dict """ self.component_states[component_id] = component_state
[docs] def get_snapshot(self) -> dict: return self.component_states
[docs]class FLSnapshot: """FLSnapshot keeps a snapshot of all the current running FL application RunSnapshots. The format is: { job_id: RunSnapshot } """ def __init__(self): super().__init__() self.run_snapshots = {}
[docs] def add_snapshot(self, job_id: str, snapshot: RunSnapshot): """Add the RunSnapshot for job_id to the FLSnapshot. Args: job_id: the job_id snapshot: snapshot of the Run Returns: """ self.run_snapshots[job_id] = snapshot
[docs] def get_snapshot(self, job_id: str) -> RunSnapshot: """Get the RunSnapshot for job_id to the FLSnapshot. Args: job_id: the job_id Returns: Snapshot of the Run """ return self.run_snapshots.get(job_id)
[docs] def remove_snapshot(self, job_id: str): """Remove the RunSnapshot of job_id from the FLSnapshot. Args: job_id: the job_id Returns: """ if job_id in self.run_snapshots.keys(): self.run_snapshots.pop(job_id)