docs: def to_dict(self, data=True):
          """
          Convert this dataset to a dictionary following xarray naming
          conventions.
  
          Converts all variables and attributes to native Python objects
          Useful for coverting to json. To avoid datetime incompatibility
          use decode_times=False kwarg in xarrray.open_dataset.
  
          Parameters
          ----------
          data : bool, optional
              Whether to include the actual data in the dictionary. When set to
              False, returns just the schema.
  
          See also
          --------
          Dataset.from_dict
          """
          d = {'coords': {}, 'attrs': decode_numpy_dict_values(self.attrs),
               'dims': dict(self.dims), 'data_vars': {}}
          for k in self.coords:
              d['coords'].update({k: self[k].variable.to_dict(data=data)})
          for k in self.data_vars:
              d['data_vars'].update({k: self[k].variable.to_dict(data=data)})
          return d