File: numpy_parallel.pyx

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# tag: numpy
# tag: openmp

cimport cython
from cython.parallel import prange
cimport numpy as np


@cython.boundscheck(False)
def test_parallel_numpy_arrays():
    """
    >>> test_parallel_numpy_arrays()
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    """
    cdef Py_ssize_t i, length
    cdef np.ndarray[np.int64_t] x

    try:
        import numpy
    except ImportError:
        for i in range(-5, 5):
            print i
        return

    x = numpy.zeros(10, dtype=numpy.int_)
    length = x.shape[0]

    for i in prange(length, nogil=True):
        x[i] = i - 5

    for i in x:
        print(i)