leaf_engine.etl.map
===================

.. py:module:: leaf_engine.etl.map


Classes
-------

.. autoapisummary::

   leaf_engine.etl.map.Mapper


Functions
---------

.. autoapisummary::

   leaf_engine.etl.map._normalize_address_details
   leaf_engine.etl.map._normalize_string_value
   leaf_engine.etl.map._normalize_zip_value
   leaf_engine.etl.map.map_pipeline


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

.. py:class:: Mapper(company_name, custom_name, run_type)

   .. py:method:: _get_custom_mapping_module(company_name, custom_name, run_type)
      :staticmethod:



   .. py:method:: _get_default_mapping_module(company_name, run_type)
      :staticmethod:



   .. py:method:: _get_module(company_name, run_type, module_name)
      :staticmethod:



   .. py:method:: get_function(function_name)


   .. py:attribute:: custom_module


   .. py:attribute:: default_module


.. py:function:: _normalize_address_details(df, **kwargs)

   Normalizes address columns to uppercase alphanumeric characters only. Also
   normalizes zip codes to between 3 and 5 digits if possible.

   :param df: Shipments DataFrame.
   :type df: pd.DataFrame

   :returns: Shipments DataFrame with normalized address values.
   :rtype: pd.DataFrame


.. py:function:: _normalize_string_value(value)

.. py:function:: _normalize_zip_value(value)

.. py:function:: map_pipeline(df, dataset_params, lane_level=False)