fedn.clients.reducer.statestore package

Submodules

fedn.clients.reducer.statestore.mongoreducerstatestore module

class fedn.clients.reducer.statestore.mongoreducerstatestore.MongoReducerStateStore(network_id, config, defaults=None)

Bases: ReducerStateStore

delete_combiner(combiner)

drop_control()

drop_models()

get_client(name)

get_combiner(name)

get_combiners()

get_compute_context()

Returns:

get_config()

Returns:

get_events()

Returns:

get_first()

Return model_id for the latest model in the model_trail

get_framework()

Returns:

get_latest()

Return model_id for the latest model in the model_trail

get_model_info()

Returns:

get_reducer()

get_round_config()

Returns:

get_storage_backend()

is_inited()

Returns:

list_clients()

list_combiners()

set_client(client_data)

Set or update client record. client_data: dictionarys

set_combiner(combiner_data)

Set or update combiner record. combiner_data: dictionary, output of combiner.to_dict())

set_compute_context(filename)

Parameters:

filename –

set_framework(helper)

Parameters:

helper –

set_latest(model_id)

Parameters:

model_id –

set_reducer(reducer_data)

set_round_config(config)

Parameters:

config –

set_storage_backend(config)

state()

Returns:

transition(state)

Parameters:

state –

Returns:

update_client_status(client_data, status, role)

Set or update client status. assign roles to the active clients (trainer, validator, trainer-validator)

fedn.clients.reducer.statestore.reducerstatestore module

class fedn.clients.reducer.statestore.reducerstatestore.ReducerStateStore

Bases: ABC

abstract get_latest()

abstract is_inited()

abstract set_latest(model_id)

Parameters:

model_id –

abstract state()

abstract transition(state)

Parameters:

state –

Module contents