Index

A

add_client() (fedn.network.api.interface.API method) (fedn.network.api.network.Network method) add_combiner() (fedn.network.api.interface.API method) (fedn.network.api.network.Network method) Aggregator (class in fedn.network.combiner.aggregators.fedavg) AggregatorBase (class in fedn.network.combiner.aggregators.aggregatorbase)

allowing_clients() (fedn.network.combiner.interfaces.CombinerInterface method) announce() (fedn.network.combiner.connect.ConnectorCombiner method) API (class in fedn.network.api.interface) APIClient (class in fedn.network.api.client) assign() (fedn.network.clients.connect.ConnectorClient method) Assigned (fedn.network.clients.connect.Status attribute) (fedn.network.combiner.connect.Status attribute)

C

Channel (class in fedn.network.combiner.interfaces) Client (class in fedn.network.clients.client) ClientState (class in fedn.network.clients.state) ClientStateToString() (in module fedn.network.clients.state) combine_models() (fedn.network.combiner.aggregators.aggregatorbase.AggregatorBase method) (fedn.network.combiner.aggregators.fedavg.Aggregator method) CombinerInterface (class in fedn.network.combiner.interfaces)

CombinersNotDoneException CombinerUnavailableError compute_bundle_dir (fedn.network.config.ReducerConfig attribute) Config (class in fedn.network.config) ConnectorClient (class in fedn.network.clients.connect) ConnectorCombiner (class in fedn.network.combiner.connect) Control (class in fedn.network.controller.control)

D

Dispatcher (class in fedn.utils.dispatcher) dispatcher() (fedn.network.clients.package.PackageRuntime method) download() (fedn.network.clients.package.PackageRuntime method)

Download() (fedn.network.combiner.modelservice.ModelService method) download_compute_package() (fedn.network.api.interface.API method) download_package() (fedn.network.api.client.APIClient method)

E

execute_training_round() (fedn.network.combiner.round.RoundController method)

execute_validation_round() (fedn.network.combiner.round.RoundController method) exist() (fedn.network.combiner.modelservice.ModelService method)

F

fedn module fedn.network module fedn.network.api module fedn.network.api.client module fedn.network.api.interface module fedn.network.api.network module fedn.network.clients module fedn.network.clients.client module fedn.network.clients.connect module fedn.network.clients.package module fedn.network.clients.state module fedn.network.combiner module fedn.network.combiner.aggregators module fedn.network.combiner.aggregators.aggregatorbase module fedn.network.combiner.aggregators.fedavg module fedn.network.combiner.connect module fedn.network.combiner.interfaces module fedn.network.combiner.modelservice module fedn.network.combiner.round module fedn.network.config module

fedn.network.controller module fedn.network.controller.control module fedn.network.loadbalancer module fedn.network.loadbalancer.firstavailable module fedn.network.loadbalancer.leastpacked module fedn.network.loadbalancer.loadbalancerbase module fedn.network.state module fedn.utils module fedn.utils.checksum module fedn.utils.dispatcher module fedn.utils.helpers module fedn.utils.plugins module fedn.utils.plugins.helperbase module fedn.utils.plugins.kerashelper module fedn.utils.plugins.numpyarrayhelper module fedn.utils.plugins.pytorchhelper module fedn.utils.process module find_available_combiner() (fedn.network.api.network.Network method) find_combiner() (fedn.network.loadbalancer.firstavailable.LeastPacked method) (fedn.network.loadbalancer.leastpacked.LeastPacked method) (fedn.network.loadbalancer.loadbalancerbase.LoadBalancerBase method) flush_model_update_queue() (fedn.network.combiner.interfaces.CombinerInterface method) from_json() (fedn.network.combiner.interfaces.CombinerInterface class method)

G

get_active_clients() (fedn.network.api.client.APIClient method) get_aggregator() (in module fedn.network.combiner.aggregators.aggregatorbase) get_all_combiners() (fedn.network.api.interface.API method) get_all_rounds() (fedn.network.api.interface.API method) get_all_sessions() (fedn.network.api.interface.API method) get_all_validations() (fedn.network.api.interface.API method) get_certificate() (fedn.network.combiner.interfaces.CombinerInterface method) get_channel() (fedn.network.combiner.interfaces.Channel method) get_checksum() (fedn.network.api.interface.API method) get_client() (fedn.network.api.network.Network method) get_client_config() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_client_info() (fedn.network.api.network.Network method) get_clients() (fedn.network.api.interface.API method) get_combiner() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) (fedn.network.api.network.Network method) get_combiners() (fedn.network.api.network.Network method) get_compute_package() (fedn.network.api.interface.API method) get_controller_status() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_events() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_helper() (in module fedn.utils.helpers)

get_initial_model() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_key() (fedn.network.combiner.interfaces.CombinerInterface method) get_latest_model() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_model() (fedn.network.api.interface.API method) (fedn.network.clients.client.Client method) (fedn.network.combiner.interfaces.CombinerInterface method) (fedn.network.combiner.modelservice.ModelService method) get_model_ancestors() (fedn.network.api.interface.API method) get_model_descendants() (fedn.network.api.interface.API method) get_model_trail() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_models() (fedn.network.api.interface.API method) get_package() (fedn.network.api.client.APIClient method) get_package_checksum() (fedn.network.api.client.APIClient method) get_plot_data() (fedn.network.api.interface.API method) get_round() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_session() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_state() (fedn.network.combiner.aggregators.aggregatorbase.AggregatorBase method) get_tmp_path() (fedn.network.combiner.modelservice.ModelService method) (fedn.utils.plugins.helperbase.HelperBase method) GrpcAuth (class in fedn.network.clients.client)

H

handle_unavailable_combiner() (fedn.network.api.network.Network method) Helper (class in fedn.utils.plugins.kerashelper) (class in fedn.utils.plugins.numpyarrayhelper) (class in fedn.utils.plugins.pytorchhelper)

HelperBase (class in fedn.utils.plugins.helperbase)

I

idle (fedn.network.clients.state.ClientState attribute) (fedn.network.state.ReducerState attribute) increment_average() (fedn.utils.plugins.helperbase.HelperBase method) (fedn.utils.plugins.kerashelper.Helper method) (fedn.utils.plugins.numpyarrayhelper.Helper method) (fedn.utils.plugins.pytorchhelper.Helper method)

increment_average_add() (fedn.utils.plugins.kerashelper.Helper method) infer_instruct() (fedn.network.controller.control.Control method) inference_round() (fedn.network.controller.control.Control method) initial_model (fedn.network.config.ReducerConfig attribute) instructing (fedn.network.state.ReducerState attribute)

L

LeastPacked (class in fedn.network.loadbalancer.firstavailable) (class in fedn.network.loadbalancer.leastpacked) list_active_clients() (fedn.network.combiner.interfaces.CombinerInterface method) list_clients() (fedn.network.api.client.APIClient method) list_combiners() (fedn.network.api.client.APIClient method) list_combiners_data() (fedn.network.api.interface.API method) list_compute_packages() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) list_models() (fedn.network.api.client.APIClient method) list_rounds() (fedn.network.api.client.APIClient method)

list_sessions() (fedn.network.api.client.APIClient method) list_validations() (fedn.network.api.client.APIClient method) load() (fedn.utils.plugins.helperbase.HelperBase method) (fedn.utils.plugins.kerashelper.Helper method) (fedn.utils.plugins.numpyarrayhelper.Helper method) (fedn.utils.plugins.pytorchhelper.Helper method) load_model_from_BytesIO() (fedn.network.combiner.modelservice.ModelService method) load_model_update() (fedn.network.combiner.round.RoundController method) load_model_update_str() (fedn.network.combiner.round.RoundController method) LoadBalancerBase (class in fedn.network.loadbalancer.loadbalancerbase)

M

MisconfiguredStorageBackend models_dir (fedn.network.config.ReducerConfig attribute) ModelService (class in fedn.network.combiner.modelservice) ModelUpdateError module fedn fedn.network fedn.network.api fedn.network.api.client fedn.network.api.interface fedn.network.api.network fedn.network.clients fedn.network.clients.client fedn.network.clients.connect fedn.network.clients.package fedn.network.clients.state fedn.network.combiner fedn.network.combiner.aggregators fedn.network.combiner.aggregators.aggregatorbase fedn.network.combiner.aggregators.fedavg fedn.network.combiner.connect fedn.network.combiner.interfaces fedn.network.combiner.modelservice fedn.network.combiner.round fedn.network.config fedn.network.controller fedn.network.controller.control fedn.network.loadbalancer fedn.network.loadbalancer.firstavailable fedn.network.loadbalancer.leastpacked fedn.network.loadbalancer.loadbalancerbase fedn.network.state fedn.utils fedn.utils.checksum fedn.utils.dispatcher fedn.utils.helpers fedn.utils.plugins fedn.utils.plugins.helperbase fedn.utils.plugins.kerashelper fedn.utils.plugins.numpyarrayhelper fedn.utils.plugins.pytorchhelper fedn.utils.process

monitoring (fedn.network.state.ReducerState attribute)

N

Network (class in fedn.network.api.network)

next_model_update() (fedn.network.combiner.aggregators.aggregatorbase.AggregatorBase method) NoModelException

O

on_model_update() (fedn.network.combiner.aggregators.aggregatorbase.AggregatorBase method)

P

PackageRuntime (class in fedn.network.clients.package)

process_request() (fedn.network.clients.client.Client method) push_round_config() (fedn.network.combiner.round.RoundController method)

R

reduce() (fedn.network.controller.control.Control method) ReducerConfig (class in fedn.network.config) ReducerState (class in fedn.network.state) ReducerStateToString() (in module fedn.network.state) remove_combiner() (fedn.network.api.network.Network method)

round() (fedn.network.controller.control.Control method) RoundController (class in fedn.network.combiner.round) run() (fedn.network.clients.client.Client method) (fedn.network.combiner.round.RoundController method) run_cmd() (fedn.utils.dispatcher.Dispatcher method) run_process() (in module fedn.utils.process)

S

save() (fedn.utils.plugins.helperbase.HelperBase method) (fedn.utils.plugins.kerashelper.Helper method) (fedn.utils.plugins.numpyarrayhelper.Helper method) (fedn.utils.plugins.pytorchhelper.Helper method) save_metadata() (in module fedn.utils.helpers) save_metrics() (in module fedn.utils.helpers) serialize_model_to_BytesIO() (fedn.network.combiner.modelservice.ModelService method) session() (fedn.network.controller.control.Control method) set_active_compute_package() (fedn.network.api.interface.API method) set_compute_package() (fedn.network.api.interface.API method) set_current_model() (fedn.network.api.interface.API method) set_initial_model() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method)

set_model() (fedn.network.clients.client.Client method) (fedn.network.combiner.modelservice.ModelService method) set_package() (fedn.network.api.client.APIClient method) setup (fedn.network.state.ReducerState attribute) sha() (in module fedn.utils.checksum) stage_model() (fedn.network.combiner.round.RoundController method) start_session() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) Status (class in fedn.network.clients.connect) (class in fedn.network.combiner.connect) storage_backend (fedn.network.config.ReducerConfig attribute) StringToReducerState() (in module fedn.network.state) submit() (fedn.network.combiner.interfaces.CombinerInterface method)

T

to_dict() (fedn.network.combiner.interfaces.CombinerInterface method) to_json() (fedn.network.combiner.interfaces.CombinerInterface method)

training (fedn.network.clients.state.ClientState attribute) TryAgain (fedn.network.clients.connect.Status attribute) (fedn.network.combiner.connect.Status attribute)

U

Unassigned (fedn.network.clients.connect.Status attribute) (fedn.network.combiner.connect.Status attribute) UnAuthorized (fedn.network.clients.connect.Status attribute) (fedn.network.combiner.connect.Status attribute) UnMatchedConfig (fedn.network.clients.connect.Status attribute) (fedn.network.combiner.connect.Status attribute)

unpack() (fedn.network.clients.package.PackageRuntime method) UnsupportedStorageBackend update_client_data() (fedn.network.api.network.Network method) Upload() (fedn.network.combiner.modelservice.ModelService method)

V

validate() (fedn.network.clients.package.PackageRuntime method)

validating (fedn.network.clients.state.ClientState attribute)

W

waitforit() (fedn.network.combiner.round.RoundController method)