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+import sys
+import pytest
+
+import numpy as np
+from numpy.testing import assert_array_equal, IS_PYPY
+
+
+class TestDLPack:
+ @pytest.mark.skipif(IS_PYPY, reason="PyPy can't get refcounts.")
+ def test_dunder_dlpack_refcount(self):
+ x = np.arange(5)
+ y = x.__dlpack__()
+ assert sys.getrefcount(x) == 3
+ del y
+ assert sys.getrefcount(x) == 2
+
+ def test_dunder_dlpack_stream(self):
+ x = np.arange(5)
+ x.__dlpack__(stream=None)
+
+ with pytest.raises(RuntimeError):
+ x.__dlpack__(stream=1)
+
+ def test_strides_not_multiple_of_itemsize(self):
+ dt = np.dtype([('int', np.int32), ('char', np.int8)])
+ y = np.zeros((5,), dtype=dt)
+ z = y['int']
+
+ with pytest.raises(BufferError):
+ np.from_dlpack(z)
+
+ @pytest.mark.skipif(IS_PYPY, reason="PyPy can't get refcounts.")
+ def test_from_dlpack_refcount(self):
+ x = np.arange(5)
+ y = np.from_dlpack(x)
+ assert sys.getrefcount(x) == 3
+ del y
+ assert sys.getrefcount(x) == 2
+
+ @pytest.mark.parametrize("dtype", [
+ np.bool_,
+ np.int8, np.int16, np.int32, np.int64,
+ np.uint8, np.uint16, np.uint32, np.uint64,
+ np.float16, np.float32, np.float64,
+ np.complex64, np.complex128
+ ])
+ def test_dtype_passthrough(self, dtype):
+ x = np.arange(5).astype(dtype)
+ y = np.from_dlpack(x)
+
+ assert y.dtype == x.dtype
+ assert_array_equal(x, y)
+
+ def test_invalid_dtype(self):
+ x = np.asarray(np.datetime64('2021-05-27'))
+
+ with pytest.raises(BufferError):
+ np.from_dlpack(x)
+
+ def test_invalid_byte_swapping(self):
+ dt = np.dtype('=i8').newbyteorder()
+ x = np.arange(5, dtype=dt)
+
+ with pytest.raises(BufferError):
+ np.from_dlpack(x)
+
+ def test_non_contiguous(self):
+ x = np.arange(25).reshape((5, 5))
+
+ y1 = x[0]
+ assert_array_equal(y1, np.from_dlpack(y1))
+
+ y2 = x[:, 0]
+ assert_array_equal(y2, np.from_dlpack(y2))
+
+ y3 = x[1, :]
+ assert_array_equal(y3, np.from_dlpack(y3))
+
+ y4 = x[1]
+ assert_array_equal(y4, np.from_dlpack(y4))
+
+ y5 = np.diagonal(x).copy()
+ assert_array_equal(y5, np.from_dlpack(y5))
+
+ @pytest.mark.parametrize("ndim", range(33))
+ def test_higher_dims(self, ndim):
+ shape = (1,) * ndim
+ x = np.zeros(shape, dtype=np.float64)
+
+ assert shape == np.from_dlpack(x).shape
+
+ def test_dlpack_device(self):
+ x = np.arange(5)
+ assert x.__dlpack_device__() == (1, 0)
+ y = np.from_dlpack(x)
+ assert y.__dlpack_device__() == (1, 0)
+ z = y[::2]
+ assert z.__dlpack_device__() == (1, 0)
+
+ def dlpack_deleter_exception(self):
+ x = np.arange(5)
+ _ = x.__dlpack__()
+ raise RuntimeError
+
+ def test_dlpack_destructor_exception(self):
+ with pytest.raises(RuntimeError):
+ self.dlpack_deleter_exception()
+
+ def test_readonly(self):
+ x = np.arange(5)
+ x.flags.writeable = False
+ with pytest.raises(BufferError):
+ x.__dlpack__()
+
+ def test_ndim0(self):
+ x = np.array(1.0)
+ y = np.from_dlpack(x)
+ assert_array_equal(x, y)
+
+ def test_size1dims_arrays(self):
+ x = np.ndarray(dtype='f8', shape=(10, 5, 1), strides=(8, 80, 4),
+ buffer=np.ones(1000, dtype=np.uint8), order='F')
+ y = np.from_dlpack(x)
+ assert_array_equal(x, y)