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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 reset(self):
 """Reset the clustering to the original clustering. All changes are lost. """

        self._undo_stack.clear()
        self._spike_clusters = self._spike_clusters_base
        self._new_cluster_id = self._new_cluster_id_0