Index

A

AcceptingClients() (fedn.network.combiner.server.Combiner method) 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) allowed_file() (in module fedn.network.dashboard.restservice)

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) authorize() (fedn.network.dashboard.restservice.ReducerRestService method)

C

Channel (class in fedn.network.combiner.interfaces) check_compute_package() (fedn.network.dashboard.restservice.ReducerRestService method) check_configured() (fedn.network.dashboard.restservice.ReducerRestService method) check_configured_response() (fedn.network.dashboard.restservice.ReducerRestService method) check_initial_model() (fedn.network.dashboard.restservice.ReducerRestService method) 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) Combiner (class in fedn.network.combiner.server) COMBINER (fedn.network.combiner.server.Role attribute) CombinerInterface (class in fedn.network.combiner.interfaces) CombinersNotDoneException CombinerUnavailableError compute_bundle_dir (fedn.network.config.ReducerConfig attribute)

Config (class in fedn.network.config) configure() (fedn.network.combiner.interfaces.CombinerInterface method) Configure() (fedn.network.combiner.server.Combiner method) ConnectorClient (class in fedn.network.clients.connect) ConnectorCombiner (class in fedn.network.combiner.connect) Control (class in fedn.network.controller.control) control_loop() (fedn.network.reducer.Reducer method) create_box_plot() (fedn.network.dashboard.plots.Plot method) create_client_histogram_plot() (fedn.network.dashboard.plots.Plot method) create_client_plot() (fedn.network.dashboard.plots.Plot method) create_client_training_distribution() (fedn.network.dashboard.plots.Plot method) create_combiner_plot() (fedn.network.dashboard.plots.Plot method) create_cpu_plot() (fedn.network.dashboard.plots.Plot method) create_round_plot() (fedn.network.dashboard.plots.Plot method) create_table_plot() (fedn.network.dashboard.plots.Plot method) create_timeline_plot() (fedn.network.dashboard.plots.Plot method)

D

decode_auth_token() (in module fedn.network.dashboard.restservice) delete_combiner() (fedn.network.statestore.mongostatestore.MongoStateStore method) describe() (fedn.network.api.network.Network method) 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

encode_auth_token() (in module fedn.network.dashboard.restservice) 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.combiner.server module fedn.network.config module fedn.network.controller module fedn.network.controller.control module fedn.network.dashboard module fedn.network.dashboard.plots module

fedn.network.dashboard.restservice module fedn.network.loadbalancer module fedn.network.loadbalancer.firstavailable module fedn.network.loadbalancer.leastpacked module fedn.network.loadbalancer.loadbalancerbase module fedn.network.reducer module fedn.network.state module fedn.network.statestore module fedn.network.statestore.mongostatestore module fedn.network.statestore.statestorebase module fedn.utils module fedn.utils.checksum module fedn.utils.dispatcher module fedn.utils.helpers module fedn.utils.logger 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 fetch_valid_metrics() (fedn.network.dashboard.plots.Plot method) 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) (fedn.network.combiner.server.Combiner method) FlushAggregationQueue() (fedn.network.combiner.server.Combiner method) from_json() (fedn.network.combiner.interfaces.CombinerInterface class method)

G

get_active_clients() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_active_trainers() (fedn.network.combiner.server.Combiner method) get_active_validators() (fedn.network.combiner.server.Combiner 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) (fedn.network.statestore.mongostatestore.MongoStateStore method) get_client_config() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) get_client_df() (fedn.network.dashboard.plots.Plot 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) (fedn.network.statestore.mongostatestore.MongoStateStore method) get_combiners() (fedn.network.api.network.Network method) (fedn.network.statestore.mongostatestore.MongoStateStore method) get_compute_package() (fedn.network.api.interface.API method) (fedn.network.statestore.mongostatestore.MongoStateStore method) get_config() (fedn.network.statestore.mongostatestore.MongoStateStore 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) (fedn.network.statestore.mongostatestore.MongoStateStore method) get_helper() (fedn.network.statestore.mongostatestore.MongoStateStore method) (in module fedn.utils.helpers)

get_initial_model() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) (fedn.network.statestore.mongostatestore.MongoStateStore method) get_key() (fedn.network.combiner.interfaces.CombinerInterface method) get_latest_model() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) (fedn.network.statestore.mongostatestore.MongoStateStore method) (fedn.network.statestore.statestorebase.StateStoreBase method) get_latest_round() (fedn.network.statestore.mongostatestore.MongoStateStore method) get_model() (fedn.network.clients.client.Client method) (fedn.network.combiner.interfaces.CombinerInterface method) (fedn.network.combiner.modelservice.ModelService method) get_model_trail() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) (fedn.network.statestore.mongostatestore.MongoStateStore 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_reducer() (fedn.network.statestore.mongostatestore.MongoStateStore method) get_round() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) (fedn.network.statestore.mongostatestore.MongoStateStore method) get_rounds() (fedn.network.statestore.mongostatestore.MongoStateStore method) get_session() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) (fedn.network.statestore.mongostatestore.MongoStateStore method) get_sessions() (fedn.network.statestore.mongostatestore.MongoStateStore method) get_state() (fedn.network.combiner.aggregators.aggregatorbase.AggregatorBase method) get_storage_backend() (fedn.network.statestore.mongostatestore.MongoStateStore method) get_tmp_path() (fedn.network.combiner.modelservice.ModelService method) (fedn.utils.plugins.helperbase.HelperBase method) get_validations() (fedn.network.statestore.mongostatestore.MongoStateStore 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) InvalidReducerConfiguration is_inited() (fedn.network.statestore.mongostatestore.MongoStateStore method) (fedn.network.statestore.statestorebase.StateStoreBase method)

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) (fedn.network.statestore.mongostatestore.MongoStateStore method) list_combiners() (fedn.network.api.client.APIClient method) list_combiners_data() (fedn.network.api.interface.API method) (fedn.network.statestore.mongostatestore.MongoStateStore method) list_models() (fedn.network.statestore.mongostatestore.MongoStateStore 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) ListActiveClients() (fedn.network.combiner.server.Combiner 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) Logger (class in fedn.utils.logger)

M

make_netgraph_plot() (fedn.network.dashboard.plots.Plot method) make_single_node_plot() (fedn.network.dashboard.plots.Plot method) MisconfiguredStorageBackend MissingReducerConfiguration models_dir (fedn.network.config.ReducerConfig attribute) ModelService (class in fedn.network.combiner.modelservice) ModelUpdateError ModelUpdateRequestStream() (fedn.network.combiner.server.Combiner method) ModelUpdateStream() (fedn.network.combiner.server.Combiner method) ModelValidationRequestStream() (fedn.network.combiner.server.Combiner method) ModelValidationStream() (fedn.network.combiner.server.Combiner method) 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.combiner.server fedn.network.config fedn.network.controller fedn.network.controller.control fedn.network.dashboard fedn.network.dashboard.plots fedn.network.dashboard.restservice fedn.network.loadbalancer fedn.network.loadbalancer.firstavailable fedn.network.loadbalancer.leastpacked fedn.network.loadbalancer.loadbalancerbase fedn.network.reducer fedn.network.state fedn.network.statestore fedn.network.statestore.mongostatestore fedn.network.statestore.statestorebase fedn.utils fedn.utils.checksum fedn.utils.dispatcher fedn.utils.helpers fedn.utils.logger fedn.utils.plugins fedn.utils.plugins.helperbase fedn.utils.plugins.kerashelper fedn.utils.plugins.numpyarrayhelper fedn.utils.plugins.pytorchhelper fedn.utils.process

MongoStateStore (class in fedn.network.statestore.mongostatestore) 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 nr_active_trainers() (fedn.network.combiner.server.Combiner method) nr_active_validators() (fedn.network.combiner.server.Combiner method)

O

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

OTHER (fedn.network.combiner.server.Role attribute)

P

PackageRuntime (class in fedn.network.clients.package) Plot (class in fedn.network.dashboard.plots)

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) Reducer (class in fedn.network.reducer) REDUCER (fedn.network.combiner.server.Role attribute) ReducerConfig (class in fedn.network.config) ReducerRestService (class in fedn.network.dashboard.restservice) ReducerState (class in fedn.network.state) ReducerStateToString() (in module fedn.network.state) register_model_validation() (fedn.network.combiner.server.Combiner method) remove_combiner() (fedn.network.api.network.Network method) report() (fedn.network.combiner.interfaces.CombinerInterface method) Report() (fedn.network.combiner.server.Combiner method) report_status() (fedn.network.combiner.server.Combiner method)

request_model_update() (fedn.network.combiner.server.Combiner method) request_model_validation() (fedn.network.combiner.server.Combiner method) Role (class in fedn.network.combiner.server) role_to_proto_role() (in module fedn.network.combiner.server) 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) (fedn.network.combiner.server.Combiner method) (fedn.network.dashboard.restservice.ReducerRestService method) (fedn.network.reducer.Reducer 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) SendHeartbeat() (fedn.network.combiner.server.Combiner method) SendModelUpdate() (fedn.network.combiner.server.Combiner method) SendModelUpdateRequest() (fedn.network.combiner.server.Combiner method) SendModelValidation() (fedn.network.combiner.server.Combiner method) SendModelValidationRequest() (fedn.network.combiner.server.Combiner method) SendStatus() (fedn.network.combiner.server.Combiner method) serialize_model_to_BytesIO() (fedn.network.combiner.modelservice.ModelService method) session() (fedn.network.controller.control.Control method) set_client() (fedn.network.statestore.mongostatestore.MongoStateStore method) set_combiner() (fedn.network.statestore.mongostatestore.MongoStateStore method) set_compute_package() (fedn.network.api.interface.API method) (fedn.network.statestore.mongostatestore.MongoStateStore method) set_helper() (fedn.network.statestore.mongostatestore.MongoStateStore method) set_initial_model() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method)

set_latest_model() (fedn.network.statestore.mongostatestore.MongoStateStore method) (fedn.network.statestore.statestorebase.StateStoreBase method) set_model() (fedn.network.clients.client.Client method) (fedn.network.combiner.modelservice.ModelService method) set_package() (fedn.network.api.client.APIClient method) set_reducer() (fedn.network.statestore.mongostatestore.MongoStateStore method) set_storage_backend() (fedn.network.statestore.mongostatestore.MongoStateStore method) setup (fedn.network.state.ReducerState attribute) sha() (in module fedn.utils.checksum) stage_model() (fedn.network.combiner.round.RoundController method) Start() (fedn.network.combiner.server.Combiner method) start_session() (fedn.network.api.client.APIClient method) (fedn.network.api.interface.API method) state() (fedn.network.statestore.mongostatestore.MongoStateStore method) (fedn.network.statestore.statestorebase.StateStoreBase method) StateStoreBase (class in fedn.network.statestore.statestorebase) Status (class in fedn.network.clients.connect) (class in fedn.network.combiner.connect) Stop() (fedn.network.combiner.server.Combiner method) 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) (fedn.network.dashboard.restservice.ReducerRestService method) to_json() (fedn.network.combiner.interfaces.CombinerInterface method) training (fedn.network.clients.state.ClientState attribute)

transition() (fedn.network.statestore.mongostatestore.MongoStateStore method) (fedn.network.statestore.statestorebase.StateStoreBase method) 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) update_client_status() (fedn.network.statestore.mongostatestore.MongoStateStore 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)

WORKER (fedn.network.combiner.server.Role attribute)