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# Autogenerated By   : src/main/python/generator/generator.py
# Autogenerated From : scripts/builtin/kmeansPredict.dml

from typing import Dict, Iterable

from systemds.operator import OperationNode, Matrix, Frame, List, MultiReturn, Scalar
from systemds.script_building.dag import OutputType
from systemds.utils.consts import VALID_INPUT_TYPES


def kmeansPredict(X: Matrix,
                  C: Matrix):
    """
    :param X: The input Matrix to do KMeans on.
    :param C: The input Centroids to map X onto.
    :return: 'OperationNode' containing the mapping of records to centroids 
    """
    params_dict = {'X': X, 'C': C}
    return Matrix(X.sds_context,
        'kmeansPredict',
        named_input_nodes=params_dict)
