Transformation Functions: Doing Something With the Data
=======================================================


These functions can be imported from the ``ppc_robot_lib.reporting.transformations`` module.

.. contents::
   :local:
   :backlinks: none


Computations
------------

.. autofunction:: ppc_robot_lib.reporting.transformation.compute.compute


Filtering and Splitting
-----------------------

.. autofunction:: ppc_robot_lib.reporting.transformation.filtering.filter_table

.. autofunction:: ppc_robot_lib.reporting.transformation.filtering.filter_column_is_in

.. autofunction:: ppc_robot_lib.reporting.transformation.filtering.split_by_column_value


Joining DataFrames
------------------

.. autofunction:: ppc_robot_lib.reporting.transformation.joining.join

.. autofunction:: ppc_robot_lib.reporting.transformation.concat.concat


Sorting
-------

.. autofunction:: ppc_robot_lib.reporting.transformation.sorting.sort_values


Renaming Columns
----------------

.. autofunction:: ppc_robot_lib.reporting.transformation.renaming.suffix_columns


Grouping and Aggregations
-------------------------

Grouping and aggregations are very specific operations, so there are no universal steps for these operations.
Use grouping operations from Pandas:
`Group By: split-apply-combine <http://pandas.pydata.org/pandas-docs/stable/user_guide/groupby.html>`_


Utilities
---------

.. autofunction:: ppc_robot_lib.reporting.transformation.add_client_id