def adata_parameterized(request):
    return gen_adata(shape=(200, 300), X_type=request.param)
def __calculate_initial_clusters(self, centers):
        """!
        @brief Calculate Euclidean distance to each point from the each cluster. 
        @brief Nearest points are captured by according clusters and as a result clusters are updated.