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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 get(self, group_id=None, **kwargs):
 """Get component groups :param group_id: Component group ID (optional) :return: Component groups data (:class:`dict`) Additional named arguments may be passed and are directly transmitted to API. It is useful to use the API search features. .. seealso:: https://docs.cachethq.io/reference#get-componentgroups .. seealso:: https://docs.cachethq.io/docs/advanced-api-usage """

        path = 'components/groups'
        if group_id is not None:
            path += '/%s' % group_id
        return self.paginate_get(path, data=kwargs)