test_alignment.py

import numpy as np
from numba import from_dtype, cuda
from numba.cuda.testing import skip_on_cudasim, CUDATestCase
import unittest


class TestAlignment(CUDATestCase):
    def test_record_alignment(self):
        rec_dtype = np.dtype([('a', 'int32'), ('b', 'float64')], align=True)
        rec = from_dtype(rec_dtype)

        @cuda.jit((rec[:],))
        def foo(a):
            i = cuda.grid(1)
            a[i].a = a[i].b

        a_recarray = np.recarray(3, dtype=rec_dtype)
        for i in range(a_recarray.size):
            a_rec = a_recarray[i]
            a_rec.a = 0
            a_rec.b = (i + 1) * 123

        foo[1, 3](a_recarray)

        self.assertTrue(np.all(a_recarray.a == a_recarray.b))

    @skip_on_cudasim('Simulator does not check alignment')
    def test_record_alignment_error(self):
        rec_dtype = np.dtype([('a', 'int32'), ('b', 'float64')])
        rec = from_dtype(rec_dtype)

        with self.assertRaises(Exception) as raises:
            @cuda.jit((rec[:],))
            def foo(a):
                i = cuda.grid(1)
                a[i].a = a[i].b

        self.assertTrue('type float64 is not aligned' in str(raises.exception))


if __name__ == '__main__':
    unittest.main()