transformation.transformations
==============================

.. py:module:: transformation.transformations


Submodules
----------

.. toctree::
   :maxdepth: 1

   /api/transformation/transformations/base/index
   /api/transformation/transformations/fare_metrics/index
   /api/transformation/transformations/speed/index
   /api/transformation/transformations/time_features/index


Classes
-------

.. autoapisummary::

   transformation.transformations.SpeedTranfromation
   transformation.transformations.FateMetricTranfromation
   transformation.transformations.TimeFeaturesTransforamtion


Package Contents
----------------

.. py:class:: SpeedTranfromation

   Bases: :py:obj:`transformation.transformations.base.BaseTranformation`


   Base Transformation to be inherited from while defining the transformations


   .. py:method:: apply(df: pyspark.sql.DataFrame) -> pyspark.sql.DataFrame


.. py:class:: FateMetricTranfromation

   Bases: :py:obj:`transformation.transformations.base.BaseTranformation`


   Base Transformation to be inherited from while defining the transformations


   .. py:method:: apply(df: pyspark.sql.DataFrame) -> pyspark.sql.DataFrame

      Calculate simple fare metrics as fare per km and fare per minute
      :param - df: the dataframe to extract informations from
      :type - df: DataFrame

      :returns: the enriched dataframe
      :rtype: - res (DataFrame)



.. py:class:: TimeFeaturesTransforamtion

   Bases: :py:obj:`transformation.transformations.base.BaseTranformation`


   Base Transformation to be inherited from while defining the transformations


   .. py:method:: apply(df: pyspark.sql.DataFrame) -> pyspark.sql.DataFrame