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# Source code for tecplot.extension.numpy

    """
    Data Access with Numpy
    ----------------------
    """
    from __future__ import absolute_import

    import numpy as np

    from ctypes import (memmove, POINTER, sizeof, c_double, c_float, c_int32,
                        c_int16, c_int8)

    def as_numpy_array(arr):
        _dtypes = {
            c_double: np.float64,
            c_float: np.float32,
            c_int32: np.int32,
            c_int16: np.int16,
            c_int8: np.int8}
        ctype = arr.c_type
        size = arr.size
        data = np.empty((size,), dtype=_dtypes[ctype])
        data_ptr = data.ctypes.data_as(POINTER(ctype))
        data_size = sizeof(ctype)*size
        memmove(data_ptr, arr.copy(), data_size)
        return data

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