fault_injector.injector module

fault injector class

class fault_injector.injector.Injector(fault, params: dict = None)[source]

Bases: object

Class designed to help generate and inject faults into data

Parameters:

fault – _description_
params (dict, optional) – params should include the start and stop keys. These values default to: - start (int): this corresponds to the starting index for the fault. defaults to 0. - stop (int): this corresponds to the ending index for the fault. defaults to -1.

inject_fault(x: ArrayLike) → ndarray[source]

Inject the fault into the data

Parameters:: x (ArrayLike) – the original values that will get the fault injected into it
Returns:: the updated values after the fault is injected into it
Return type:: np.ndarray

check_fault_instance(fault)[source]

Check that fault is a fault class instance