ksuit.data.pipeline.sample_processor
====================================

.. py:module:: ksuit.data.pipeline.sample_processor


Attributes
----------

.. autoapisummary::

   ksuit.data.pipeline.sample_processor.T


Classes
-------

.. autoapisummary::

   ksuit.data.pipeline.sample_processor.SampleProcessor


Module Contents
---------------

.. py:data:: T

.. py:class:: SampleProcessor

   .. py:method:: inverse(key, value)
      :abstractmethod:


      Inverts the transformation from the __call__ method of a single item in the batch. Only should be implemented if the SampleProcessor is invertable or if the identity function is valid.

      :param key: The name of the item.
      :param value: The value of the item.

      :returns: The (potentially) back-mapped name and the (potentially) denormalized value.
      :rtype: (key, value)



   .. py:method:: save_copy(obj)
      :staticmethod:


      Make a deep copy of an object to avoid modifying the original object.

      :param obj: Any object that should be copied.

      :returns: A deep copy of the input object.