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author | Tirth Patel <tirthasheshpatel@gmail.com> | 2022-03-03 13:00:28 +0530 |
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committer | Tirth Patel <tirthasheshpatel@gmail.com> | 2022-03-03 13:06:23 +0530 |
commit | 945e0aee51a316abb77284f2c4206f8f1d963480 (patch) | |
tree | 7e909e63f11ed4e78c3cd1f7a41007c58b95f4a0 | |
parent | b7529e6bac6e7b8a785aa0e1612aa54927adac41 (diff) | |
download | numpy-945e0aee51a316abb77284f2c4206f8f1d963480.tar.gz |
MAINT: make np._from_dlpack public
-rw-r--r-- | doc/neps/nep-0047-array-api-standard.rst | 2 | ||||
-rw-r--r-- | doc/source/reference/routines.array-creation.rst | 1 | ||||
-rw-r--r-- | numpy/__init__.pyi | 2 | ||||
-rw-r--r-- | numpy/array_api/_creation_functions.py | 2 | ||||
-rw-r--r-- | numpy/core/_add_newdocs.py | 32 | ||||
-rw-r--r-- | numpy/core/multiarray.py | 6 | ||||
-rw-r--r-- | numpy/core/numeric.py | 4 | ||||
-rw-r--r-- | numpy/core/src/common/npy_dlpack.h | 2 | ||||
-rw-r--r-- | numpy/core/src/multiarray/dlpack.c | 2 | ||||
-rw-r--r-- | numpy/core/src/multiarray/multiarraymodule.c | 2 | ||||
-rw-r--r-- | numpy/core/tests/test_dlpack.py | 26 |
11 files changed, 51 insertions, 30 deletions
diff --git a/doc/neps/nep-0047-array-api-standard.rst b/doc/neps/nep-0047-array-api-standard.rst index 53b8e35b0..a94b3b423 100644 --- a/doc/neps/nep-0047-array-api-standard.rst +++ b/doc/neps/nep-0047-array-api-standard.rst @@ -340,7 +340,7 @@ Adding support for DLPack to NumPy entails: - Adding a ``ndarray.__dlpack__()`` method which returns a ``dlpack`` C structure wrapped in a ``PyCapsule``. -- Adding a ``np._from_dlpack(obj)`` function, where ``obj`` supports +- Adding a ``np.from_dlpack(obj)`` function, where ``obj`` supports ``__dlpack__()``, and returns an ``ndarray``. DLPack is currently a ~200 LoC header, and is meant to be included directly, so diff --git a/doc/source/reference/routines.array-creation.rst b/doc/source/reference/routines.array-creation.rst index 30780c286..9d2954f2c 100644 --- a/doc/source/reference/routines.array-creation.rst +++ b/doc/source/reference/routines.array-creation.rst @@ -35,6 +35,7 @@ From existing data asmatrix copy frombuffer + from_dlpack fromfile fromfunction fromiter diff --git a/numpy/__init__.pyi b/numpy/__init__.pyi index 297c482e5..59a0c6673 100644 --- a/numpy/__init__.pyi +++ b/numpy/__init__.pyi @@ -4372,4 +4372,4 @@ class chararray(ndarray[_ShapeType, _CharDType]): class _SupportsDLPack(Protocol[_T_contra]): def __dlpack__(self, *, stream: None | _T_contra = ...) -> _PyCapsule: ... -def _from_dlpack(__obj: _SupportsDLPack[None]) -> NDArray[Any]: ... +def from_dlpack(__obj: _SupportsDLPack[None]) -> NDArray[Any]: ... diff --git a/numpy/array_api/_creation_functions.py b/numpy/array_api/_creation_functions.py index 741498ff6..3b014d37b 100644 --- a/numpy/array_api/_creation_functions.py +++ b/numpy/array_api/_creation_functions.py @@ -154,7 +154,7 @@ def eye( def from_dlpack(x: object, /) -> Array: from ._array_object import Array - return Array._new(np._from_dlpack(x)) + return Array._new(np.from_dlpack(x)) def full( diff --git a/numpy/core/_add_newdocs.py b/numpy/core/_add_newdocs.py index 6ac9951fb..e31b7671c 100644 --- a/numpy/core/_add_newdocs.py +++ b/numpy/core/_add_newdocs.py @@ -1573,17 +1573,37 @@ add_newdoc('numpy.core.multiarray', 'frombuffer', array_function_like_doc, )) -add_newdoc('numpy.core.multiarray', '_from_dlpack', +add_newdoc('numpy.core.multiarray', 'from_dlpack', """ - _from_dlpack(x, /) + from_dlpack(x, /) Create a NumPy array from an object implementing the ``__dlpack__`` - protocol. + protocol. Generally, the returned NumPy array is a read-only view + of the input object. See [1]_ and [2]_ for more details. - See Also + Parameters + ---------- + x : object + A Python object that implements the ``__dlpack__`` method. + + Returns + ------- + out : ndarray + + References + ---------- + .. [1] Array API documentation, + https://data-apis.org/array-api/latest/design_topics/data_interchange.html#syntax-for-data-interchange-with-dlpack + + .. [2] Python specification for DLPack, + https://dmlc.github.io/dlpack/latest/python_spec.html + + Examples -------- - `Array API documentation - <https://data-apis.org/array-api/latest/design_topics/data_interchange.html#syntax-for-data-interchange-with-dlpack>`_ + >>> import torch + >>> x = torch.arange(10) + >>> # create a view of the torch tensor "x" in NumPy + >>> y = np.from_dlpack(x) """) add_newdoc('numpy.core', 'fastCopyAndTranspose', diff --git a/numpy/core/multiarray.py b/numpy/core/multiarray.py index f88d75978..1a37ed3e1 100644 --- a/numpy/core/multiarray.py +++ b/numpy/core/multiarray.py @@ -14,7 +14,7 @@ from ._multiarray_umath import * # noqa: F403 # do not change them. issue gh-15518 # _get_ndarray_c_version is semi-public, on purpose not added to __all__ from ._multiarray_umath import ( - _fastCopyAndTranspose, _flagdict, _from_dlpack, _insert, _reconstruct, + _fastCopyAndTranspose, _flagdict, from_dlpack, _insert, _reconstruct, _vec_string, _ARRAY_API, _monotonicity, _get_ndarray_c_version, _set_madvise_hugepage, ) @@ -24,7 +24,7 @@ __all__ = [ 'ITEM_HASOBJECT', 'ITEM_IS_POINTER', 'LIST_PICKLE', 'MAXDIMS', 'MAY_SHARE_BOUNDS', 'MAY_SHARE_EXACT', 'NEEDS_INIT', 'NEEDS_PYAPI', 'RAISE', 'USE_GETITEM', 'USE_SETITEM', 'WRAP', '_fastCopyAndTranspose', - '_flagdict', '_from_dlpack', '_insert', '_reconstruct', '_vec_string', + '_flagdict', 'from_dlpack', '_insert', '_reconstruct', '_vec_string', '_monotonicity', 'add_docstring', 'arange', 'array', 'asarray', 'asanyarray', 'ascontiguousarray', 'asfortranarray', 'bincount', 'broadcast', 'busday_count', 'busday_offset', 'busdaycalendar', 'can_cast', @@ -47,7 +47,7 @@ _reconstruct.__module__ = 'numpy.core.multiarray' scalar.__module__ = 'numpy.core.multiarray' -_from_dlpack.__module__ = 'numpy' +from_dlpack.__module__ = 'numpy' arange.__module__ = 'numpy' array.__module__ = 'numpy' asarray.__module__ = 'numpy' diff --git a/numpy/core/numeric.py b/numpy/core/numeric.py index 2c5265709..fa5e9c67c 100644 --- a/numpy/core/numeric.py +++ b/numpy/core/numeric.py @@ -13,7 +13,7 @@ from .multiarray import ( WRAP, arange, array, asarray, asanyarray, ascontiguousarray, asfortranarray, broadcast, can_cast, compare_chararrays, concatenate, copyto, dot, dtype, empty, - empty_like, flatiter, frombuffer, _from_dlpack, fromfile, fromiter, + empty_like, flatiter, frombuffer, from_dlpack, fromfile, fromiter, fromstring, inner, lexsort, matmul, may_share_memory, min_scalar_type, ndarray, nditer, nested_iters, promote_types, putmask, result_type, set_numeric_ops, shares_memory, vdot, where, @@ -41,7 +41,7 @@ __all__ = [ 'newaxis', 'ndarray', 'flatiter', 'nditer', 'nested_iters', 'ufunc', 'arange', 'array', 'asarray', 'asanyarray', 'ascontiguousarray', 'asfortranarray', 'zeros', 'count_nonzero', 'empty', 'broadcast', 'dtype', - 'fromstring', 'fromfile', 'frombuffer', '_from_dlpack', 'where', + 'fromstring', 'fromfile', 'frombuffer', 'from_dlpack', 'where', 'argwhere', 'copyto', 'concatenate', 'fastCopyAndTranspose', 'lexsort', 'set_numeric_ops', 'can_cast', 'promote_types', 'min_scalar_type', 'result_type', 'isfortran', 'empty_like', 'zeros_like', 'ones_like', diff --git a/numpy/core/src/common/npy_dlpack.h b/numpy/core/src/common/npy_dlpack.h index 14ca352c0..cb926a262 100644 --- a/numpy/core/src/common/npy_dlpack.h +++ b/numpy/core/src/common/npy_dlpack.h @@ -23,6 +23,6 @@ array_dlpack_device(PyArrayObject *self, PyObject *NPY_UNUSED(args)); NPY_NO_EXPORT PyObject * -_from_dlpack(PyObject *NPY_UNUSED(self), PyObject *obj); +from_dlpack(PyObject *NPY_UNUSED(self), PyObject *obj); #endif diff --git a/numpy/core/src/multiarray/dlpack.c b/numpy/core/src/multiarray/dlpack.c index e4886cf4b..d5b1af101 100644 --- a/numpy/core/src/multiarray/dlpack.c +++ b/numpy/core/src/multiarray/dlpack.c @@ -269,7 +269,7 @@ array_dlpack_device(PyArrayObject *self, PyObject *NPY_UNUSED(args)) } NPY_NO_EXPORT PyObject * -_from_dlpack(PyObject *NPY_UNUSED(self), PyObject *obj) { +from_dlpack(PyObject *NPY_UNUSED(self), PyObject *obj) { PyObject *capsule = PyObject_CallMethod((PyObject *)obj->ob_type, "__dlpack__", "O", obj); if (capsule == NULL) { diff --git a/numpy/core/src/multiarray/multiarraymodule.c b/numpy/core/src/multiarray/multiarraymodule.c index 12923a6c6..f206ce2c6 100644 --- a/numpy/core/src/multiarray/multiarraymodule.c +++ b/numpy/core/src/multiarray/multiarraymodule.c @@ -4485,7 +4485,7 @@ static struct PyMethodDef array_module_methods[] = { {"_reload_guard", (PyCFunction)_reload_guard, METH_NOARGS, "Give a warning on reload and big warning in sub-interpreters."}, - {"_from_dlpack", (PyCFunction)_from_dlpack, + {"from_dlpack", (PyCFunction)from_dlpack, METH_O, NULL}, {NULL, NULL, 0, NULL} /* sentinel */ }; diff --git a/numpy/core/tests/test_dlpack.py b/numpy/core/tests/test_dlpack.py index 43a663f66..54cc365ca 100644 --- a/numpy/core/tests/test_dlpack.py +++ b/numpy/core/tests/test_dlpack.py @@ -27,12 +27,12 @@ class TestDLPack: z = y['int'] with pytest.raises(RuntimeError): - np._from_dlpack(z) + 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) + y = np.from_dlpack(x) assert sys.getrefcount(x) == 3 del y assert sys.getrefcount(x) == 2 @@ -45,7 +45,7 @@ class TestDLPack: ]) def test_dtype_passthrough(self, dtype): x = np.arange(5, dtype=dtype) - y = np._from_dlpack(x) + y = np.from_dlpack(x) assert y.dtype == x.dtype assert_array_equal(x, y) @@ -54,44 +54,44 @@ class TestDLPack: x = np.asarray(np.datetime64('2021-05-27')) with pytest.raises(TypeError): - np._from_dlpack(x) + np.from_dlpack(x) def test_invalid_byte_swapping(self): dt = np.dtype('=i8').newbyteorder() x = np.arange(5, dtype=dt) with pytest.raises(TypeError): - np._from_dlpack(x) + 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)) + assert_array_equal(y1, np.from_dlpack(y1)) y2 = x[:, 0] - assert_array_equal(y2, np._from_dlpack(y2)) + assert_array_equal(y2, np.from_dlpack(y2)) y3 = x[1, :] - assert_array_equal(y3, np._from_dlpack(y3)) + assert_array_equal(y3, np.from_dlpack(y3)) y4 = x[1] - assert_array_equal(y4, np._from_dlpack(y4)) + assert_array_equal(y4, np.from_dlpack(y4)) y5 = np.diagonal(x).copy() - assert_array_equal(y5, np._from_dlpack(y5)) + 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 + 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) + y = np.from_dlpack(x) assert y.__dlpack_device__() == (1, 0) z = y[::2] assert z.__dlpack_device__() == (1, 0) @@ -113,7 +113,7 @@ class TestDLPack: def test_ndim0(self): x = np.array(1.0) - y = np._from_dlpack(x) + y = np.from_dlpack(x) assert_array_equal(x, y) def test_size1dims_arrays(self): |