def METHOD_NAME(self):
    spike_times = self.test_data['spike_times']
    spike_clusters = self.test_data['spike_clusters']
    event_times = self.test_data['event_times']
    event_groups = self.test_data['event_groups']
    auc_roc, cluster_ids = task.roc_between_two_events(spike_times,
                                                       spike_clusters,
                                                       event_times,
                                                       event_groups,
                                                       pre_time=0.5,
                                                       post_time=0.5)
    num_clusters = np.size(np.unique(spike_clusters))
    self.assertTrue(np.sum(auc_roc < 0.3) == 24)
    self.assertTrue(np.sum(auc_roc > 0.7) == 10)
    self.assertTrue(np.size(cluster_ids) == num_clusters)