mlrl.testbed.experiments.input.reader module

Author Michael Rapp (michael.rapp.ml@gmail.com)

Provides classes for reading input data.

class mlrl.testbed.experiments.input.reader.InputReader(input_data: InputData, *sources: Source)

Bases: object

Allows to read input data from one or several sources. If multiple sources are used, they are accessed in the given order until any input data can successfully be read.

is_available(state: ExperimentState) → bool

Checks whether the input data is available or not.

Parameters:

state – The current state of the experiment

Returns:

True, if the input data is available, False otherwise

read(state: ExperimentState) → ExperimentState

Reads the input data.

Parameters:

state – The state that should be used to store the input data

Returns:

A copy of the given state that stores the input data