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# pylint: disable=invalid-name, line-too-long, unused-variable, too-many-locals
"""gather in python"""

import numpy as np


def gather_python(data, axis, indices):
    """Python version of Gather operator

    Parameters
    ----------
    data : numpy.ndarray
        Numpy array

    axis: int
        integer

    indices : numpy.ndarray
        Numpy array

    Returns
    -------
    b_np : numpy.ndarray
        Numpy array
    """
    shape_indices = indices.shape
    out = np.zeros(shape_indices, dtype=data.dtype)
    for index in np.ndindex(*shape_indices):
        new_index = list(index)
        new_index[axis] = indices[index]
        out[index] = data[tuple(new_index)]
    return out