wavy.insitu_readers
===================

.. py:module:: wavy.insitu_readers

.. autoapi-nested-parse::

   The main task of this module is to read insitu obs for further use.



Attributes
----------

.. autoapisummary::

   wavy.insitu_readers.logger
   wavy.insitu_readers.insitu_dict
   wavy.insitu_readers.variable_def
   wavy.insitu_readers.variables_frost


Functions
---------

.. autoapisummary::

   wavy.insitu_readers.get_typeid
   wavy.insitu_readers.make_frost_reference_time_period
   wavy.insitu_readers.call_frost_api
   wavy.insitu_readers.call_frost_api_v1
   wavy.insitu_readers.find_preferred
   wavy.insitu_readers.get_frost_df_v1
   wavy.insitu_readers.get_frost
   wavy.insitu_readers.get_nc_thredds
   wavy.insitu_readers.get_nc_thredds_static_coords
   wavy.insitu_readers.get_nc_thredds_static_coords_single_file
   wavy.insitu_readers.get_cmems
   wavy.insitu_readers.rebuild_split_variable
   wavy.insitu_readers.build_xr_ds_cmems


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

.. py:data:: logger

.. py:data:: insitu_dict

.. py:data:: variable_def

.. py:data:: variables_frost

.. py:function:: get_typeid(insitu_dict: dict, s: str) -> str

.. py:function:: make_frost_reference_time_period(sdate, edate)

.. py:function:: call_frost_api(sdate: datetime.datetime, edate: datetime.datetime, nID: str, varstr_list: list, sensor: str) -> requests.models.Response

   make frost api call


.. py:function:: call_frost_api_v1(nID: str, varstr_list: list, frost_reference_time: str, client_id: str, sensor: str) -> requests.models.Response

   frost call, retrieve data from frost v1


.. py:function:: find_preferred(idx, sensors, refs, pref)

.. py:function:: get_frost_df_v1(r: requests.models.Response) -> pandas.core.frame.DataFrame

   create pandas dataframe from frost call for v1


.. py:function:: get_frost(**kwargs)

.. py:function:: get_nc_thredds(**kwargs)

.. py:function:: get_nc_thredds_static_coords(**kwargs)

.. py:function:: get_nc_thredds_static_coords_single_file(**kwargs)

.. py:function:: get_cmems(**kwargs)

.. py:function:: rebuild_split_variable(ds, fixed_dim_str, var)

   Gather values of a given variable, for which
   values are split between several levels of
   a given dimension of a dataset.

   Args:
       ds (xarray dataset): dataset
       fixed_dim_str (string): name of the dimension
       var (string): name of the variable

   Returns:
       1D numpy array, returns the complete variable
       serie of values on a single dimension


.. py:function:: build_xr_ds_cmems(dict_var, var_name_ref)