:py:mod:`bluecast.preprocessing.schema_checks`
==============================================

.. py:module:: bluecast.preprocessing.schema_checks

.. autoapi-nested-parse::

   Module for DataFrame schema checks.



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

Classes
~~~~~~~

.. autoapisummary::

   bluecast.preprocessing.schema_checks.SchemaDetector




.. py:class:: SchemaDetector


   Detect and check DataFrame schema.

   .. py:method:: fit(df: pandas.DataFrame)

      Store the schema of the train dataset.


   .. py:method:: transform(df: pandas.DataFrame)

      Check if the test dataset has the same schema as the train dataset.

      Will raise an error if schema length does not match and will raise a warning indicating the missing or extra
      columns.