nvflare.job_config.stats_job module

class StatsJob(job_name: str, statistic_configs: dict, stats_generator: Statistics, output_path: str, min_count: int = 10, min_noise_level=0.1, max_noise_level=0.3, max_bins_percent=10)

Bases: FedJob

FedJob allows users to generate job configurations in a Pythonic way. The to() routine allows users to send different components to either the server or clients.

Parameters:

• name – the name of the NVFlare job

• min_clients – the minimum number of clients for the job

• mandatory_clients – mandatory clients to run the job (optional)

add_privacy_result_filters(site_id: str)

get_stats_controller() → StatisticsController

get_stats_output_writer()

setup_client(sites: List[str])

setup_server()