:py:mod:`mlair.helpers.data_sources.ifs`
========================================

.. py:module:: mlair.helpers.data_sources.ifs

.. autoapi-nested-parse::

   Methods to load ifs data.



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


Functions
~~~~~~~~~

.. autoapisummary::

   mlair.helpers.data_sources.ifs.load_ifs
   mlair.helpers.data_sources.ifs.sort_ifs_files
   mlair.helpers.data_sources.ifs.preprocess_ifs_single_file
   mlair.helpers.data_sources.ifs.expand_dims_initial_time
   mlair.helpers.data_sources.ifs._emulate_meta_data
   mlair.helpers.data_sources.ifs._rename_ifs_variables



Attributes
~~~~~~~~~~

.. autoapisummary::

   mlair.helpers.data_sources.ifs.__author__
   mlair.helpers.data_sources.ifs.__date__


.. py:data:: __author__
   :annotation: = Lukas Leufen, Michael Langgut

   

.. py:data:: __date__
   :annotation: = 2023-06-07

   

.. py:function:: load_ifs(station_name, stat_var, sampling, data_origin, lead_time_dim, initial_time_dim, target_dim, ifs_data_path=None, ifs_file_names=None)


.. py:function:: sort_ifs_files(data_path, pattern='sfc_*.nc')


.. py:function:: preprocess_ifs_single_file(lon, lat, ds)

   Select lon and lat from data file and transform valid time into lead time.


.. py:function:: expand_dims_initial_time(ds)

   Create lead time from initial time and valid time.


.. py:function:: _emulate_meta_data(variables)


.. py:function:: _rename_ifs_variables(ifs_names)