Index

A

add() (fedn.utils.helpers.plugins.numpyhelper.Helper method) Aggregator (class in fedn.network.combiner.aggregators.fedavg) (class in fedn.network.combiner.aggregators.fedopt) AggregatorBase (class in fedn.network.combiner.aggregators.aggregatorbase) announce() (fedn.network.combiner.connect.ConnectorCombiner method)

APIClient (class in fedn.network.api.client) assign() (fedn.network.clients.client.Client method) (fedn.network.clients.connect.ConnectorClient method) Assigned (fedn.network.clients.connect.Status attribute) (fedn.network.combiner.connect.Status attribute)

C

check_supported_file_type() (fedn.utils.helpers.plugins.numpyhelper.Helper method) Client (class in fedn.network.clients.client) client (fedn.network.storage.s3.miniorepository.MINIORepository attribute) 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) (fedn.network.combiner.aggregators.fedopt.Aggregator method)

compute_bundle_dir (fedn.network.config.ReducerConfig attribute) Config (class in fedn.network.config) connect() (fedn.network.clients.client.Client method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) ConnectorClient (class in fedn.network.clients.connect) ConnectorCombiner (class in fedn.network.combiner.connect) create_bucket() (fedn.network.storage.s3.miniorepository.MINIORepository method) create_round() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) create_session() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method)

D

delete() (fedn.network.storage.models.modelstorage.ModelStorage method) (fedn.network.storage.models.tempmodelstorage.TempModelStorage method) delete_all() (fedn.network.storage.models.modelstorage.ModelStorage method) (fedn.network.storage.models.tempmodelstorage.TempModelStorage method) delete_artifact() (fedn.network.storage.s3.miniorepository.MINIORepository method) delete_combiner() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) delete_compute_package() (fedn.network.storage.s3.repository.Repository method) delete_model() (fedn.network.storage.s3.repository.Repository method)

disconnect() (fedn.network.clients.client.Client method) Dispatcher (class in fedn.utils.dispatcher) dispatcher() (fedn.network.clients.package.PackageRuntime method) divide() (fedn.utils.helpers.plugins.numpyhelper.Helper method) download() (fedn.network.clients.package.PackageRuntime method) Download() (fedn.network.combiner.modelservice.ModelService method) download_model() (fedn.network.api.client.APIClient method) download_package() (fedn.network.api.client.APIClient method) drop_status() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method)

E

exist() (fedn.network.combiner.modelservice.ModelService method) (fedn.network.storage.models.memorymodelstorage.MemoryModelStorage method) (fedn.network.storage.models.modelstorage.ModelStorage method) (fedn.network.storage.models.tempmodelstorage.TempModelStorage method)

F

fedn module fedn.network module fedn.network.api module fedn.network.api.client module fedn.network.api.tests 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.clients.test_client 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.aggregators.fedopt module fedn.network.combiner.combiner_tests module fedn.network.combiner.connect module fedn.network.combiner.modelservice module fedn.network.config module fedn.network.controller module fedn.network.loadbalancer module fedn.network.loadbalancer.firstavailable module fedn.network.loadbalancer.loadbalancerbase module

fedn.network.state module fedn.network.storage module fedn.network.storage.models module fedn.network.storage.models.memorymodelstorage module fedn.network.storage.models.modelstorage module fedn.network.storage.models.tempmodelstorage module fedn.network.storage.s3 module fedn.network.storage.s3.base module fedn.network.storage.s3.miniorepository module fedn.network.storage.s3.repository module fedn.network.storage.statestore module fedn.network.storage.statestore.mongostatestore module fedn.network.storage.statestore.statestorebase module fedn.utils module fedn.utils.checksum module fedn.utils.dispatcher module fedn.utils.helpers module fedn.utils.helpers.helperbase module fedn.utils.helpers.helpers module fedn.utils.helpers.plugins module fedn.utils.helpers.plugins.numpyhelper module fedn.utils.process module find_combiner() (fedn.network.loadbalancer.firstavailable.LeastPacked method) (fedn.network.loadbalancer.loadbalancerbase.LoadBalancerBase method) from_completed_process() (fedn.utils.process.ShellCommandException class method)

G

get() (fedn.network.storage.models.memorymodelstorage.MemoryModelStorage method) (fedn.network.storage.models.modelstorage.ModelStorage method) (fedn.network.storage.models.tempmodelstorage.TempModelStorage method) get_active_clients() (fedn.network.api.client.APIClient method) get_active_model() (fedn.network.api.client.APIClient method) get_active_package() (fedn.network.api.client.APIClient method) get_aggregator() (in module fedn.network.combiner.aggregators.aggregatorbase) get_artifact() (fedn.network.storage.s3.base.RepositoryBase method) (fedn.network.storage.s3.miniorepository.MINIORepository method) get_artifact_stream() (fedn.network.storage.s3.base.RepositoryBase method) (fedn.network.storage.s3.miniorepository.MINIORepository method) get_client() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_client_config() (fedn.network.api.client.APIClient method) get_clients() (fedn.network.api.client.APIClient method) get_clients_count() (fedn.network.api.client.APIClient method) get_combiner() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_combiners() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_combiners_count() (fedn.network.api.client.APIClient method) get_compute_package() (fedn.network.storage.s3.repository.Repository method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_config() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_controller_status() (fedn.network.api.client.APIClient method) get_events() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_helper() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) (in module fedn.utils.helpers.helpers) get_initial_model() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_latest_model() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) (fedn.network.storage.statestore.statestorebase.StateStoreBase method) get_latest_round() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_model() (fedn.network.api.client.APIClient method) (fedn.network.combiner.modelservice.ModelService method) (fedn.network.storage.s3.repository.Repository method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_model_ancestors() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_model_descendants() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_model_from_combiner() (fedn.network.clients.client.Client method)

get_model_metadata() (fedn.network.storage.models.memorymodelstorage.MemoryModelStorage method) (fedn.network.storage.models.modelstorage.ModelStorage method) (fedn.network.storage.models.tempmodelstorage.TempModelStorage method) get_model_stream() (fedn.network.storage.s3.repository.Repository method) get_model_trail() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_models() (fedn.network.api.client.APIClient method) get_models_count() (fedn.network.api.client.APIClient method) get_package() (fedn.network.api.client.APIClient method) get_package_checksum() (fedn.network.api.client.APIClient method) get_packages() (fedn.network.api.client.APIClient method) get_packages_count() (fedn.network.api.client.APIClient method) get_ptr() (fedn.network.storage.models.memorymodelstorage.MemoryModelStorage method) (fedn.network.storage.models.tempmodelstorage.TempModelStorage method) get_reducer() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_round() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_rounds() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_rounds_count() (fedn.network.api.client.APIClient method) get_session() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_session_status() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_sessions() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_sessions_count() (fedn.network.api.client.APIClient method) get_state() (fedn.network.combiner.aggregators.aggregatorbase.AggregatorBase method) get_status() (fedn.network.api.client.APIClient method) get_statuses() (fedn.network.api.client.APIClient method) get_statuses_count() (fedn.network.api.client.APIClient method) get_storage_backend() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_tmp_path() (fedn.utils.helpers.plugins.numpyhelper.Helper method) (in module fedn.network.combiner.modelservice) get_validation() (fedn.network.api.client.APIClient method) get_validations() (fedn.network.api.client.APIClient method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) get_validations_count() (fedn.network.api.client.APIClient method) GrpcAuth (class in fedn.network.clients.client)

H

Helper (class in fedn.utils.helpers.plugins.numpyhelper)

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

I

idle (fedn.network.clients.state.ClientState attribute) (fedn.network.state.ReducerState attribute) increment_average() (fedn.utils.helpers.helperbase.HelperBase method) (fedn.utils.helpers.plugins.numpyhelper.Helper method) inferencing (fedn.network.clients.state.ClientState attribute)

init_index() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) initial_model (fedn.network.config.ReducerConfig attribute) instructing (fedn.network.state.ReducerState attribute) is_inited() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) (fedn.network.storage.statestore.statestorebase.StateStoreBase method)

L

LeastPacked (class in fedn.network.loadbalancer.firstavailable) list_artifacts() (fedn.network.storage.s3.miniorepository.MINIORepository method) list_clients() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) list_combiners_data() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) list_compute_packages() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method)

list_models() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) load() (fedn.utils.helpers.helperbase.HelperBase method) (fedn.utils.helpers.plugins.numpyhelper.Helper method) load_model_from_BytesIO() (in module fedn.network.combiner.modelservice) load_model_update() (fedn.network.combiner.aggregators.aggregatorbase.AggregatorBase method) LoadBalancerBase (class in fedn.network.loadbalancer.loadbalancerbase)

M

MemoryModelStorage (class in fedn.network.storage.models.memorymodelstorage) MINIORepository (class in fedn.network.storage.s3.miniorepository) model_as_bytesIO() (in module fedn.network.combiner.modelservice) models_dir (fedn.network.config.ReducerConfig attribute) ModelService (class in fedn.network.combiner.modelservice) ModelStorage (class in fedn.network.storage.models.modelstorage) module fedn fedn.network fedn.network.api fedn.network.api.client fedn.network.api.tests fedn.network.clients fedn.network.clients.client fedn.network.clients.connect fedn.network.clients.package fedn.network.clients.state fedn.network.clients.test_client fedn.network.combiner fedn.network.combiner.aggregators fedn.network.combiner.aggregators.aggregatorbase fedn.network.combiner.aggregators.fedavg fedn.network.combiner.aggregators.fedopt fedn.network.combiner.combiner_tests fedn.network.combiner.connect fedn.network.combiner.modelservice fedn.network.config fedn.network.controller fedn.network.loadbalancer fedn.network.loadbalancer.firstavailable fedn.network.loadbalancer.loadbalancerbase fedn.network.state fedn.network.storage fedn.network.storage.models fedn.network.storage.models.memorymodelstorage fedn.network.storage.models.modelstorage fedn.network.storage.models.tempmodelstorage fedn.network.storage.s3 fedn.network.storage.s3.base fedn.network.storage.s3.miniorepository fedn.network.storage.s3.repository fedn.network.storage.statestore fedn.network.storage.statestore.mongostatestore fedn.network.storage.statestore.statestorebase fedn.utils fedn.utils.checksum fedn.utils.dispatcher fedn.utils.helpers fedn.utils.helpers.helperbase fedn.utils.helpers.helpers fedn.utils.helpers.plugins fedn.utils.helpers.plugins.numpyhelper fedn.utils.process

MongoStateStore (class in fedn.network.storage.statestore.mongostatestore) monitoring (fedn.network.state.ReducerState attribute) multiply() (fedn.utils.helpers.plugins.numpyhelper.Helper method)

N

NetworkAPITests (class in fedn.network.api.tests)

next_model_update() (fedn.network.combiner.aggregators.aggregatorbase.AggregatorBase method) norm() (fedn.utils.helpers.plugins.numpyhelper.Helper method)

O

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

ones() (fedn.utils.helpers.plugins.numpyhelper.Helper method)

P

PackageRuntime (class in fedn.network.clients.package) power() (fedn.utils.helpers.plugins.numpyhelper.Helper method)

presigned_get_url() (fedn.network.storage.s3.repository.Repository method) presigned_put_url() (fedn.network.storage.s3.repository.Repository method) process_request() (fedn.network.clients.client.Client method)

R

ReducerConfig (class in fedn.network.config) ReducerState (class in fedn.network.state) ReducerStateToString() (in module fedn.network.state) refresh_token() (fedn.network.clients.connect.ConnectorClient method) remove_on_error() (in module fedn.utils.dispatcher) report_status() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method)

report_validation() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) Repository (class in fedn.network.storage.s3.repository) RepositoryBase (class in fedn.network.storage.s3.base) run() (fedn.network.clients.client.Client method) run_cmd() (fedn.utils.dispatcher.Dispatcher method) run_process() (in module fedn.utils.process)

S

save() (fedn.utils.helpers.helperbase.HelperBase method) (fedn.utils.helpers.plugins.numpyhelper.Helper method) save_metadata() (in module fedn.utils.helpers.helpers) save_metrics() (in module fedn.utils.helpers.helpers) send_model_to_combiner() (fedn.network.clients.client.Client method) send_status() (fedn.network.clients.client.Client method) serialize_model_to_BytesIO() (in module fedn.network.combiner.modelservice) serveropt_adagrad() (fedn.network.combiner.aggregators.fedopt.Aggregator method) serveropt_adam() (fedn.network.combiner.aggregators.fedopt.Aggregator method) serveropt_yogi() (fedn.network.combiner.aggregators.fedopt.Aggregator method) session_is_finished() (fedn.network.api.client.APIClient method) set_active_compute_package() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_active_model() (fedn.network.api.client.APIClient method) set_active_package() (fedn.network.api.client.APIClient method) set_artifact() (fedn.network.storage.s3.base.RepositoryBase method) (fedn.network.storage.s3.miniorepository.MINIORepository method) set_client() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_combiner() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_compute_package() (fedn.network.storage.s3.repository.Repository method) (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_current_model() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_helper() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_latest_model() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) (fedn.network.storage.statestore.statestorebase.StateStoreBase method) set_model() (fedn.network.combiner.modelservice.ModelService method) (fedn.network.storage.s3.repository.Repository method) set_model_metadata() (fedn.network.storage.models.memorymodelstorage.MemoryModelStorage method) (fedn.network.storage.models.modelstorage.ModelStorage method) (fedn.network.storage.models.tempmodelstorage.TempModelStorage method)

set_reducer() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_round_combiner_data() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_round_config() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_round_data() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_round_status() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_session_config() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_session_config_v2() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_session_status() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) set_storage_backend() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) setup (fedn.network.state.ReducerState attribute) setUp() (fedn.network.api.tests.NetworkAPITests method) (fedn.network.clients.test_client.TestClient method) sha() (in module fedn.utils.checksum) ShellCommandException sign() (fedn.utils.helpers.plugins.numpyhelper.Helper method) sqrt() (fedn.utils.helpers.plugins.numpyhelper.Helper method) start_session() (fedn.network.api.client.APIClient method) state() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) (fedn.network.storage.statestore.statestorebase.StateStoreBase method) StateStoreBase (class in fedn.network.storage.statestore.statestorebase) 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) subtract() (fedn.utils.helpers.plugins.numpyhelper.Helper method)

T

TempModelStorage (class in fedn.network.storage.models.tempmodelstorage) test_add_client() (fedn.network.api.tests.NetworkAPITests method) test_add_combiner() (fedn.network.api.tests.NetworkAPITests method) test_add_grpc_metadata() (fedn.network.clients.test_client.TestClient method) test_get_active_clients() (fedn.network.api.tests.NetworkAPITests method) test_get_client_config() (fedn.network.api.tests.NetworkAPITests method) test_get_combiner() (fedn.network.api.tests.NetworkAPITests method) test_get_controller_status() (fedn.network.api.tests.NetworkAPITests method) test_get_events() (fedn.network.api.tests.NetworkAPITests method) test_get_initial_model() (fedn.network.api.tests.NetworkAPITests method) test_get_latest_model() (fedn.network.api.tests.NetworkAPITests method) test_get_model_trail() (fedn.network.api.tests.NetworkAPITests method) test_get_package() (fedn.network.api.tests.NetworkAPITests method) test_get_round() (fedn.network.api.tests.NetworkAPITests method)

test_get_status() (fedn.network.api.tests.NetworkAPITests method) test_list_clients() (fedn.network.api.tests.NetworkAPITests method) test_list_combiners() (fedn.network.api.tests.NetworkAPITests method) test_list_compute_packages() (fedn.network.api.tests.NetworkAPITests method) test_list_models() (fedn.network.api.tests.NetworkAPITests method) test_list_rounds() (fedn.network.api.tests.NetworkAPITests method) test_list_sessions() (fedn.network.api.tests.NetworkAPITests method) test_set_initial_model() (fedn.network.api.tests.NetworkAPITests method) test_start_session() (fedn.network.api.tests.NetworkAPITests method) TestClient (class in fedn.network.clients.test_client) training (fedn.network.clients.state.ClientState attribute) transition() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) (fedn.network.storage.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) untar_package() (fedn.network.clients.client.Client method) update_client_status() (fedn.network.storage.statestore.mongostatestore.MongoStateStore method) Upload() (fedn.network.combiner.modelservice.ModelService method) upload_request_generator() (in module fedn.network.combiner.modelservice)

V

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

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