piglot.utils.response_transformer.ResponseTransformer

class ResponseTransformer[source]

Bases: ABC

Abstract class for defining transformation functions.

Methods

Transform the input data.

__call__(x_old: ndarray, y_old: ndarray) → Tuple[ndarray, ndarray][source]

Transform a response function.

Parameters

x_oldnp.ndarray: Original time grid.
y_oldnp.ndarray: Original values.

Returns

Tuple[np.ndarray, np.ndarray]: Transformed time grid and values.

abstract transform(response: OutputResult) → OutputResult[source]

Transform the input data.

Parameters

responseOutputResult: Time and data points of the response.

Returns

OutputResult: Transformed time and data points of the response.