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DLPackCapsule

Struct DLPackCapsule 

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pub struct DLPackCapsule { /* private fields */ }
Expand description

Python class wrapping a DLPack-compatible tensor.

Exposes __dlpack__ and __dlpack_device__ so that any DLPack-aware framework (PyTorch, JAX, CuPy, etc.) can consume the tensor without copying.

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impl DLPackCapsule

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pub fn new(shape: Vec<i64>, dtype_code: u8, dtype_bits: u8) -> Self

Create a new zero-filled DLPack capsule.

§Arguments
  • shape – tensor dimensions
  • dtype_code – element type code (0=int, 1=uint, 2=float, 3=bfloat)
  • dtype_bits – element bit-width (e.g. 32 or 64)
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pub fn dlpack_device(&self) -> (i32, i32)

Return (device_type_int, device_id) — the __dlpack_device__ protocol.

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pub fn dlpack<'py>(&self, py: Python<'py>) -> PyResult<Bound<'py, PyCapsule>>

Return a Python PyCapsule named "dltensor" — the __dlpack__ protocol.

The capsule contains a DLManagedTensor with a destructor that frees the heap allocation created here.

§Safety

The capsule pointer is valid as long as the capsule is live. The deleter registered in DLManagedTensor ensures the allocation is freed.

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pub fn shape(&self) -> Vec<i64>

Return the shape of this tensor.

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pub fn ndim(&self) -> usize

Return the number of dimensions.

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pub fn dtype_code(&self) -> u8

Return the dtype type-code (0=int, 1=uint, 2=float, 3=bfloat).

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pub fn dtype_bits(&self) -> u8

Return the number of bits per element.

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impl<'py> IntoPyObject<'py> for DLPackCapsule

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type Target = DLPackCapsule

The Python output type
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type Output = Bound<'py, <DLPackCapsule as IntoPyObject<'py>>::Target>

The smart pointer type to use. Read more
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type Error = PyErr

The type returned in the event of a conversion error.
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fn into_pyobject( self, py: Python<'py>, ) -> Result<<Self as IntoPyObject<'_>>::Output, <Self as IntoPyObject<'_>>::Error>

Performs the conversion.
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impl PyClass for DLPackCapsule

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const NAME: &str = "DLPackCapsule"

Name of the class. Read more
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type Frozen = False

Whether the pyclass is frozen. Read more
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impl PyClassImpl for DLPackCapsule

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const MODULE: Option<&str> = ::core::option::Option::None

Module which the class will be associated with. Read more
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const IS_BASETYPE: bool = false

#[pyclass(subclass)]
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const IS_SUBCLASS: bool = false

#[pyclass(extends=…)]
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const IS_MAPPING: bool = false

#[pyclass(mapping)]
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const IS_SEQUENCE: bool = false

#[pyclass(sequence)]
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const IS_IMMUTABLE_TYPE: bool = false

#[pyclass(immutable_type)]
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const RAW_DOC: &'static CStr = /// Python class wrapping a DLPack-compatible tensor. /// /// Exposes `__dlpack__` and `__dlpack_device__` so that any DLPack-aware /// framework (PyTorch, JAX, CuPy, etc.) can consume the tensor without copying.

Docstring for the class provided on the struct or enum. Read more
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const DOC: &'static CStr

Fully rendered class doc, including the text_signature if a constructor is defined. Read more
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type Layout = <<DLPackCapsule as PyClassImpl>::BaseNativeType as PyClassBaseType>::Layout<DLPackCapsule>

Description of how this class is laid out in memory
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type BaseType = PyAny

Base class
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type ThreadChecker = NoopThreadChecker

This handles following two situations: Read more
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type PyClassMutability = <<PyAny as PyClassBaseType>::PyClassMutability as PyClassMutability>::MutableChild

Immutable or mutable
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type Dict = PyClassDummySlot

Specify this class has #[pyclass(dict)] or not.
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type WeakRef = PyClassDummySlot

Specify this class has #[pyclass(weakref)] or not.
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type BaseNativeType = PyAny

The closest native ancestor. This is PyAny by default, and when you declare #[pyclass(extends=PyDict)], it’s PyDict.
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fn items_iter() -> PyClassItemsIter

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fn lazy_type_object() -> &'static LazyTypeObject<Self>

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fn dict_offset() -> Option<PyObjectOffset>

Used to provide the dictoffset slot (equivalent to tp_dictoffset)
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fn weaklist_offset() -> Option<PyObjectOffset>

Used to provide the weaklistoffset slot (equivalent to tp_weaklistoffset
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impl PyClassNewTextSignature for DLPackCapsule

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const TEXT_SIGNATURE: &'static str = "(shape, dtype_code, dtype_bits)"

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impl PyMethods<DLPackCapsule> for PyClassImplCollector<DLPackCapsule>

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fn py_methods(self) -> &'static PyClassItems

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impl PyTypeInfo for DLPackCapsule

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const NAME: &str = <Self as ::pyo3::PyClass>::NAME

👎Deprecated since 0.28.0:

prefer using ::type_object(py).name() to get the correct runtime value

Class name.
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const MODULE: Option<&str> = <Self as ::pyo3::impl_::pyclass::PyClassImpl>::MODULE

👎Deprecated since 0.28.0:

prefer using ::type_object(py).module() to get the correct runtime value

Module name, if any.
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fn type_object_raw(py: Python<'_>) -> *mut PyTypeObject

Returns the PyTypeObject instance for this type.
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fn type_object(py: Python<'_>) -> Bound<'_, PyType>

Returns the safe abstraction over the type object.
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fn is_type_of(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type or a subclass of this type.
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fn is_exact_type_of(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type.
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impl DerefToPyAny for DLPackCapsule

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impl ExtractPyClassWithClone for DLPackCapsule

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<'py, T> IntoPyObjectExt<'py> for T
where T: IntoPyObject<'py>,

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fn into_bound_py_any(self, py: Python<'py>) -> Result<Bound<'py, PyAny>, PyErr>

Converts self into an owned Python object, dropping type information.
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fn into_py_any(self, py: Python<'py>) -> Result<Py<PyAny>, PyErr>

Converts self into an owned Python object, dropping type information and unbinding it from the 'py lifetime.
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fn into_pyobject_or_pyerr(self, py: Python<'py>) -> Result<Self::Output, PyErr>

Converts self into a Python object. Read more
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> PyErrArguments for T
where T: for<'py> IntoPyObject<'py> + Send + Sync,

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fn arguments(self, py: Python<'_>) -> Py<PyAny>

Arguments for exception
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impl<T> PyTypeCheck for T
where T: PyTypeInfo,

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const NAME: &'static str = T::NAME

👎Deprecated since 0.27.0:

Use ::classinfo_object() instead and format the type name at runtime. Note that using built-in cast features is often better than manual PyTypeCheck usage.

Name of self. This is used in error messages, for example.
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fn type_check(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of Self, which may include a subtype. Read more
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fn classinfo_object(py: Python<'_>) -> Bound<'_, PyAny>

Returns the expected type as a possible argument for the isinstance and issubclass function. Read more
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impl<T> Same for T

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type Output = T

Should always be Self
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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> Ungil for T
where T: Send,