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.connect.ConnectorClient method) Assigned (fedn.network.clients.connect.Status attribute) (fedn.network.combiner.connect.Status attribute)

B

bytesIO_request_generator() (in module fedn.network.combiner.modelservice)

C

check_supported_file_type() (fedn.utils.helpers.plugins.numpyhelper.Helper method) 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) ConnectorClient (class in fedn.network.clients.connect) ConnectorCombiner (class in fedn.network.combiner.connect) create_bucket() (fedn.network.storage.s3.miniorepository.MINIORepository 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_compute_package() (fedn.network.storage.s3.repository.Repository method)

delete_model() (fedn.network.storage.s3.repository.Repository method) Dispatcher (class in fedn.utils.dispatcher) divide() (fedn.utils.helpers.plugins.numpyhelper.Helper method) Download() (fedn.network.combiner.modelservice.ModelService method) download_model() (fedn.network.api.client.APIClient method) download_package() (fedn.network.api.client.APIClient 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.connect 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.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.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) 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) get_combiners() (fedn.network.api.client.APIClient method) get_combiners_count() (fedn.network.api.client.APIClient method) get_compute_package() (fedn.network.storage.s3.repository.Repository method) get_controller_status() (fedn.network.api.client.APIClient method) get_helper() (in module fedn.utils.helpers.helpers) get_model() (fedn.network.api.client.APIClient method) (fedn.network.combiner.modelservice.ModelService method) (fedn.network.storage.s3.repository.Repository 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) 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_predictions() (fedn.network.api.client.APIClient method) get_ptr() (fedn.network.storage.models.memorymodelstorage.MemoryModelStorage method) (fedn.network.storage.models.tempmodelstorage.TempModelStorage method) get_round() (fedn.network.api.client.APIClient method) get_rounds() (fedn.network.api.client.APIClient method) get_rounds_count() (fedn.network.api.client.APIClient method) get_session() (fedn.network.api.client.APIClient method) get_session_status() (fedn.network.api.client.APIClient method) get_sessions() (fedn.network.api.client.APIClient method) get_sessions_count() (fedn.network.api.client.APIClient 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_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) get_validations_count() (fedn.network.api.client.APIClient method)

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)

initial_model (fedn.network.config.ReducerConfig attribute) instructing (fedn.network.state.ReducerState attribute)

L

LeastPacked (class in fedn.network.loadbalancer.firstavailable) list_artifacts() (fedn.network.storage.s3.miniorepository.MINIORepository method) load() (fedn.utils.helpers.helperbase.HelperBase method) (fedn.utils.helpers.plugins.numpyhelper.Helper method)

load_metadata() (in module fedn.utils.helpers.helpers) load_model_from_bytes() (in module fedn.network.combiner.modelservice) 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.connect fedn.network.clients.state 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.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

monitoring (fedn.network.state.ReducerState attribute) multiply() (fedn.utils.helpers.plugins.numpyhelper.Helper method)

N

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

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

O

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

P

power() (fedn.utils.helpers.plugins.numpyhelper.Helper method) predicting (fedn.network.clients.state.ClientState attribute)

presigned_get_url() (fedn.network.storage.s3.repository.Repository method) presigned_put_url() (fedn.network.storage.s3.repository.Repository 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) Repository (class in fedn.network.storage.s3.repository) RepositoryBase (class in fedn.network.storage.s3.base) 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) 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_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_compute_package() (fedn.network.storage.s3.repository.Repository 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) setup (fedn.network.state.ReducerState attribute) setUp() (fedn.network.api.tests.NetworkAPITests 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_predictions() (fedn.network.api.client.APIClient method) start_session() (fedn.network.api.client.APIClient 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) subtract() (fedn.utils.helpers.plugins.numpyhelper.Helper method)

T

TempModelStorage (class in fedn.network.storage.models.tempmodelstorage) test_add_combiner() (fedn.network.api.tests.NetworkAPITests method) test_get_controller_status() (fedn.network.api.tests.NetworkAPITests method) test_get_endpoints() (fedn.network.api.tests.NetworkAPITests method)

test_health() (fedn.network.api.tests.NetworkAPITests 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_model() (in module fedn.network.combiner.modelservice) Upload() (fedn.network.combiner.modelservice.ModelService method) upload_request_generator() (in module fedn.network.combiner.modelservice)

V

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