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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def _log_variables(self, epoch_data: EpochData):
 """ Log variables from the epoch data. .. warning:: At the moment, only scalars and dicts of scalars are properly formatted and logged. Other value types are ignored by default. One may set ``on_unknown_type`` to ``str`` in order to log all the variables anyways. :param epoch_data: epoch data to be logged :raise KeyError: if the specified variable is not found in the stream :raise TypeError: if the variable value is of unsupported type and ``self._on_unknown_type`` is set to ``error`` """

        for stream_name in epoch_data.keys():
            stream_data = epoch_data[stream_name]
            variables = self._variables if self._variables is not None else stream_data.keys()
            for variable in variables:
                if variable not in stream_data:
                    raise KeyError('Variable `{}` to be logged was not found in the batch data for stream `{}`. '
                                   'Available variables are `{}`.'.format(variable, stream_name, stream_data.keys()))
                value = stream_data[variable]
                if np.isscalar(value):
                    logging.info('\t%s %s: %f', stream_name, variable, value)
                elif isinstance(value, dict):
                    keys = list(value.keys())
                    if len(keys) == 1:
                        logging.info('\t%s %s %s: %f', stream_name, variable, keys[0], value[keys[0]])
                    else:
                        logging.info('\t%s %s:', stream_name, variable)
                        for key, val in value.items():
                            logging.info('\t\t%s: %f', key, val)
                else:
                    if self._on_unknown_type == 'error':
                        raise TypeError('Variable type `{}` can not be logged. Variable name: `{}`.'
                                        .format(type(value).__name__, variable))
                    elif self._on_unknown_type == 'warn':
                        logging.warning('Variable type `%s` can not be logged. Variable name: `%s`.',
                                        type(value).__name__, variable)
                    elif self._on_unknown_type == 'str':
                        logging.info('\t%s %s: %s', stream_name, variable, value)