fedn.network package

The statestore package is responsible for storing various states of the federated network. Such as announced combiners and assigned clients. It also stores metadata about models, rounds, sessions, compute packages and model validations.

Subpackages

Submodules

fedn.network.config module

class fedn.network.config.Config[source]: Bases: ABC

class fedn.network.config.ReducerConfig[source]

Bases: Config

Configuration for the Reducer component.

__init__()[source]

compute_bundle_dir = None

initial_model = None

models_dir = None

storage_backend = {'settings': {'bucket': 'models'}, 'type': 's3'}

fedn.network.state module

class fedn.network.state.ReducerState(value)[source]

Bases: Enum

Enum for representing the state of a reducer.

idle = 2

instructing = 3

monitoring = 4

setup = 1

fedn.network.state.ReducerStateToString(state)[source]

Convert ReducerState to string.

Parameters:: state (fedn.network.state.ReducerState) – The state.
Returns:: The state as string.
Return type:: str

fedn.network.state.StringToReducerState(state)[source]

Convert string to ReducerState.

Parameters:: state (str) – The state as string.
Returns:: The state.
Return type:: fedn.network.state.ReducerState