|
| 1 | +import unittest |
| 2 | + |
| 3 | +import numpy |
| 4 | +import pytest |
| 5 | + |
| 6 | +import dpnp as cupy |
| 7 | +from dpnp import random |
| 8 | +from dpnp.tests.third_party.cupy import testing |
| 9 | + |
| 10 | +pytest.skip("bit generator is not supported yet", allow_module_level=True) |
| 11 | + |
| 12 | + |
| 13 | +class BitGeneratorTestCase: |
| 14 | + |
| 15 | + def setUp(self): |
| 16 | + self.seed = testing.generate_seed() |
| 17 | + |
| 18 | + def check_seed(self, seed): |
| 19 | + bg1 = self.bg(seed) |
| 20 | + bg2 = self.bg(seed) |
| 21 | + bg3 = self.bg(None) |
| 22 | + |
| 23 | + xs1 = bg1.random_raw(10) |
| 24 | + xs2 = bg2.random_raw(10) |
| 25 | + xs3 = bg3.random_raw(10) |
| 26 | + |
| 27 | + # Random state must be reproducible |
| 28 | + assert cupy.array_equal(xs1, xs2) |
| 29 | + # Random state must be initialized randomly with seed=None |
| 30 | + assert not cupy.array_equal(xs1, xs3) |
| 31 | + |
| 32 | + @testing.for_int_dtypes(no_bool=True) |
| 33 | + def test_seed_not_none(self, dtype): |
| 34 | + self.check_seed(dtype(0)) |
| 35 | + |
| 36 | + @testing.for_dtypes([numpy.complex128]) |
| 37 | + def test_seed_invalid_type_complex(self, dtype): |
| 38 | + with self.assertRaises(TypeError): |
| 39 | + self.bg(dtype(0)) |
| 40 | + |
| 41 | + @testing.for_float_dtypes() |
| 42 | + def test_seed_invalid_type_float(self, dtype): |
| 43 | + with self.assertRaises(TypeError): |
| 44 | + self.bg(dtype(0)) |
| 45 | + |
| 46 | + def test_array_seed(self): |
| 47 | + self.check_seed(numpy.random.randint(0, 2**31, size=10)) |
| 48 | + |
| 49 | + |
| 50 | +@testing.with_requires("numpy>=1.17.0") |
| 51 | +@testing.fix_random() |
| 52 | +@pytest.mark.skipif( |
| 53 | + cupy.cuda.runtime.is_hip, reason="HIP does not support this" |
| 54 | +) |
| 55 | +class TestBitGeneratorXORWOW(BitGeneratorTestCase, unittest.TestCase): |
| 56 | + def setUp(self): |
| 57 | + super().setUp() |
| 58 | + self.bg = random._bit_generator.XORWOW |
| 59 | + |
| 60 | + |
| 61 | +@testing.with_requires("numpy>=1.17.0") |
| 62 | +@testing.fix_random() |
| 63 | +@pytest.mark.skipif( |
| 64 | + cupy.cuda.runtime.is_hip, reason="HIP does not support this" |
| 65 | +) |
| 66 | +class TestBitGeneratorMRG32k3a(BitGeneratorTestCase, unittest.TestCase): |
| 67 | + def setUp(self): |
| 68 | + super().setUp() |
| 69 | + self.bg = random._bit_generator.MRG32k3a |
| 70 | + |
| 71 | + |
| 72 | +@testing.with_requires("numpy>=1.17.0") |
| 73 | +@testing.fix_random() |
| 74 | +@pytest.mark.skipif( |
| 75 | + cupy.cuda.runtime.is_hip, reason="HIP does not support this" |
| 76 | +) |
| 77 | +class TestBitGeneratorPhilox4x3210(BitGeneratorTestCase, unittest.TestCase): |
| 78 | + def setUp(self): |
| 79 | + super().setUp() |
| 80 | + self.bg = random._bit_generator.Philox4x3210 |
0 commit comments