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conversion.rs
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conversion.rs
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//! Defines conversions between Rust and Python types.
use crate::err::PyResult;
#[cfg(feature = "experimental-inspect")]
use crate::inspect::types::TypeInfo;
use crate::pyclass::boolean_struct::False;
use crate::types::any::PyAnyMethods;
use crate::types::PyTuple;
use crate::{
ffi, Borrowed, Bound, BoundObject, Py, PyAny, PyClass, PyErr, PyObject, PyRef, PyRefMut, Python,
};
use std::convert::Infallible;
/// Returns a borrowed pointer to a Python object.
///
/// The returned pointer will be valid for as long as `self` is. It may be null depending on the
/// implementation.
///
/// # Examples
///
/// ```rust
/// use pyo3::prelude::*;
/// use pyo3::ffi;
///
/// Python::with_gil(|py| {
/// let s = "foo".into_pyobject(py)?;
/// let ptr = s.as_ptr();
///
/// let is_really_a_pystring = unsafe { ffi::PyUnicode_CheckExact(ptr) };
/// assert_eq!(is_really_a_pystring, 1);
/// # Ok::<_, PyErr>(())
/// })
/// # .unwrap();
/// ```
///
/// # Safety
///
/// For callers, it is your responsibility to make sure that the underlying Python object is not dropped too
/// early. For example, the following code will cause undefined behavior:
///
/// ```rust,no_run
/// # use pyo3::prelude::*;
/// # use pyo3::ffi;
/// #
/// Python::with_gil(|py| {
/// // ERROR: calling `.as_ptr()` will throw away the temporary object and leave `ptr` dangling.
/// let ptr: *mut ffi::PyObject = 0xabad1dea_u32.into_pyobject(py)?.as_ptr();
///
/// let isnt_a_pystring = unsafe {
/// // `ptr` is dangling, this is UB
/// ffi::PyUnicode_CheckExact(ptr)
/// };
/// # assert_eq!(isnt_a_pystring, 0);
/// # Ok::<_, PyErr>(())
/// })
/// # .unwrap();
/// ```
///
/// This happens because the pointer returned by `as_ptr` does not carry any lifetime information
/// and the Python object is dropped immediately after the `0xabad1dea_u32.into_pyobject(py).as_ptr()`
/// expression is evaluated. To fix the problem, bind Python object to a local variable like earlier
/// to keep the Python object alive until the end of its scope.
///
/// Implementors must ensure this returns a valid pointer to a Python object, which borrows a reference count from `&self`.
pub unsafe trait AsPyPointer {
/// Returns the underlying FFI pointer as a borrowed pointer.
fn as_ptr(&self) -> *mut ffi::PyObject;
}
/// Conversion trait that allows various objects to be converted into `PyObject`.
#[deprecated(
since = "0.23.0",
note = "`ToPyObject` is going to be replaced by `IntoPyObject`. See the migration guide (https://pyo3.rs/v0.23/migration) for more information."
)]
pub trait ToPyObject {
/// Converts self into a Python object.
fn to_object(&self, py: Python<'_>) -> PyObject;
}
/// Defines a conversion from a Rust type to a Python object.
///
/// It functions similarly to std's [`Into`] trait, but requires a [GIL token](Python)
/// as an argument. Many functions and traits internal to PyO3 require this trait as a bound,
/// so a lack of this trait can manifest itself in different error messages.
///
/// # Examples
/// ## With `#[pyclass]`
/// The easiest way to implement `IntoPy` is by exposing a struct as a native Python object
/// by annotating it with [`#[pyclass]`](crate::prelude::pyclass).
///
/// ```rust
/// use pyo3::prelude::*;
///
/// # #[allow(dead_code)]
/// #[pyclass]
/// struct Number {
/// #[pyo3(get, set)]
/// value: i32,
/// }
/// ```
/// Python code will see this as an instance of the `Number` class with a `value` attribute.
///
/// ## Conversion to a Python object
///
/// However, it may not be desirable to expose the existence of `Number` to Python code.
/// `IntoPy` allows us to define a conversion to an appropriate Python object.
/// ```rust
/// #![allow(deprecated)]
/// use pyo3::prelude::*;
///
/// # #[allow(dead_code)]
/// struct Number {
/// value: i32,
/// }
///
/// impl IntoPy<PyObject> for Number {
/// fn into_py(self, py: Python<'_>) -> PyObject {
/// // delegates to i32's IntoPy implementation.
/// self.value.into_py(py)
/// }
/// }
/// ```
/// Python code will see this as an `int` object.
///
/// ## Dynamic conversion into Python objects.
/// It is also possible to return a different Python object depending on some condition.
/// This is useful for types like enums that can carry different types.
///
/// ```rust
/// #![allow(deprecated)]
/// use pyo3::prelude::*;
///
/// enum Value {
/// Integer(i32),
/// String(String),
/// None,
/// }
///
/// impl IntoPy<PyObject> for Value {
/// fn into_py(self, py: Python<'_>) -> PyObject {
/// match self {
/// Self::Integer(val) => val.into_py(py),
/// Self::String(val) => val.into_py(py),
/// Self::None => py.None(),
/// }
/// }
/// }
/// # fn main() {
/// # Python::with_gil(|py| {
/// # let v = Value::Integer(73).into_py(py);
/// # let v = v.extract::<i32>(py).unwrap();
/// #
/// # let v = Value::String("foo".into()).into_py(py);
/// # let v = v.extract::<String>(py).unwrap();
/// #
/// # let v = Value::None.into_py(py);
/// # let v = v.extract::<Option<Vec<i32>>>(py).unwrap();
/// # });
/// # }
/// ```
/// Python code will see this as any of the `int`, `string` or `None` objects.
#[cfg_attr(
diagnostic_namespace,
diagnostic::on_unimplemented(
message = "`{Self}` cannot be converted to a Python object",
note = "`IntoPy` is automatically implemented by the `#[pyclass]` macro",
note = "if you do not wish to have a corresponding Python type, implement it manually",
note = "if you do not own `{Self}` you can perform a manual conversion to one of the types in `pyo3::types::*`"
)
)]
#[deprecated(
since = "0.23.0",
note = "`IntoPy` is going to be replaced by `IntoPyObject`. See the migration guide (https://pyo3.rs/v0.23/migration) for more information."
)]
pub trait IntoPy<T>: Sized {
/// Performs the conversion.
fn into_py(self, py: Python<'_>) -> T;
}
/// Defines a conversion from a Rust type to a Python object, which may fail.
///
/// It functions similarly to std's [`TryInto`] trait, but requires a [GIL token](Python)
/// as an argument.
#[cfg_attr(
diagnostic_namespace,
diagnostic::on_unimplemented(
message = "`{Self}` cannot be converted to a Python object",
note = "`IntoPyObject` is automatically implemented by the `#[pyclass]` macro",
note = "if you do not wish to have a corresponding Python type, implement it manually",
note = "if you do not own `{Self}` you can perform a manual conversion to one of the types in `pyo3::types::*`"
)
)]
pub trait IntoPyObject<'py>: Sized {
/// The Python output type
type Target;
/// The smart pointer type to use.
///
/// This will usually be [`Bound<'py, Target>`], but in special cases [`Borrowed<'a, 'py, Target>`] can be
/// used to minimize reference counting overhead.
type Output: BoundObject<'py, Self::Target>;
/// The type returned in the event of a conversion error.
type Error: Into<PyErr>;
/// Performs the conversion.
fn into_pyobject(self, py: Python<'py>) -> Result<Self::Output, Self::Error>;
/// Extracts the type hint information for this type when it appears as a return value.
///
/// For example, `Vec<u32>` would return `List[int]`.
/// The default implementation returns `Any`, which is correct for any type.
///
/// For most types, the return value for this method will be identical to that of [`FromPyObject::type_input`].
/// It may be different for some types, such as `Dict`, to allow duck-typing: functions return `Dict` but take `Mapping` as argument.
#[cfg(feature = "experimental-inspect")]
fn type_output() -> TypeInfo {
TypeInfo::Any
}
/// Converts sequence of Self into a Python object. Used to specialize `Vec<u8>`, `[u8; N]`
/// and `SmallVec<[u8; N]>` as a sequence of bytes into a `bytes` object.
#[doc(hidden)]
fn owned_sequence_into_pyobject<I>(
iter: I,
py: Python<'py>,
_: private::Token,
) -> Result<Bound<'py, PyAny>, PyErr>
where
I: IntoIterator<Item = Self> + AsRef<[Self]>,
I::IntoIter: ExactSizeIterator<Item = Self>,
{
let mut iter = iter.into_iter().map(|e| {
e.into_pyobject(py)
.map(BoundObject::into_any)
.map(BoundObject::into_bound)
.map_err(Into::into)
});
let list = crate::types::list::try_new_from_iter(py, &mut iter);
list.map(Bound::into_any)
}
/// Converts sequence of Self into a Python object. Used to specialize `&[u8]` and `Cow<[u8]>`
/// as a sequence of bytes into a `bytes` object.
#[doc(hidden)]
fn borrowed_sequence_into_pyobject<I>(
iter: I,
py: Python<'py>,
_: private::Token,
) -> Result<Bound<'py, PyAny>, PyErr>
where
Self: private::Reference,
I: IntoIterator<Item = Self> + AsRef<[<Self as private::Reference>::BaseType]>,
I::IntoIter: ExactSizeIterator<Item = Self>,
{
let mut iter = iter.into_iter().map(|e| {
e.into_pyobject(py)
.map(BoundObject::into_any)
.map(BoundObject::into_bound)
.map_err(Into::into)
});
let list = crate::types::list::try_new_from_iter(py, &mut iter);
list.map(Bound::into_any)
}
}
pub(crate) mod private {
pub struct Token;
pub trait Reference {
type BaseType;
}
impl<T> Reference for &'_ T {
type BaseType = T;
}
}
impl<'py, T> IntoPyObject<'py> for Bound<'py, T> {
type Target = T;
type Output = Bound<'py, Self::Target>;
type Error = Infallible;
fn into_pyobject(self, _py: Python<'py>) -> Result<Self::Output, Self::Error> {
Ok(self)
}
}
impl<'a, 'py, T> IntoPyObject<'py> for &'a Bound<'py, T> {
type Target = T;
type Output = Borrowed<'a, 'py, Self::Target>;
type Error = Infallible;
fn into_pyobject(self, _py: Python<'py>) -> Result<Self::Output, Self::Error> {
Ok(self.as_borrowed())
}
}
impl<'a, 'py, T> IntoPyObject<'py> for Borrowed<'a, 'py, T> {
type Target = T;
type Output = Borrowed<'a, 'py, Self::Target>;
type Error = Infallible;
fn into_pyobject(self, _py: Python<'py>) -> Result<Self::Output, Self::Error> {
Ok(self)
}
}
impl<'a, 'py, T> IntoPyObject<'py> for &Borrowed<'a, 'py, T> {
type Target = T;
type Output = Borrowed<'a, 'py, Self::Target>;
type Error = Infallible;
fn into_pyobject(self, _py: Python<'py>) -> Result<Self::Output, Self::Error> {
Ok(*self)
}
}
impl<'py, T> IntoPyObject<'py> for Py<T> {
type Target = T;
type Output = Bound<'py, Self::Target>;
type Error = Infallible;
fn into_pyobject(self, py: Python<'py>) -> Result<Self::Output, Self::Error> {
Ok(self.into_bound(py))
}
}
impl<'a, 'py, T> IntoPyObject<'py> for &'a Py<T> {
type Target = T;
type Output = Borrowed<'a, 'py, Self::Target>;
type Error = Infallible;
fn into_pyobject(self, py: Python<'py>) -> Result<Self::Output, Self::Error> {
Ok(self.bind_borrowed(py))
}
}
impl<'a, 'py, T> IntoPyObject<'py> for &&'a T
where
&'a T: IntoPyObject<'py>,
{
type Target = <&'a T as IntoPyObject<'py>>::Target;
type Output = <&'a T as IntoPyObject<'py>>::Output;
type Error = <&'a T as IntoPyObject<'py>>::Error;
#[inline]
fn into_pyobject(self, py: Python<'py>) -> Result<Self::Output, Self::Error> {
(*self).into_pyobject(py)
}
}
/// Extract a type from a Python object.
///
///
/// Normal usage is through the `extract` methods on [`Bound`] and [`Py`], which forward to this trait.
///
/// # Examples
///
/// ```rust
/// use pyo3::prelude::*;
/// use pyo3::types::PyString;
///
/// # fn main() -> PyResult<()> {
/// Python::with_gil(|py| {
/// // Calling `.extract()` on a `Bound` smart pointer
/// let obj: Bound<'_, PyString> = PyString::new(py, "blah");
/// let s: String = obj.extract()?;
/// # assert_eq!(s, "blah");
///
/// // Calling `.extract(py)` on a `Py` smart pointer
/// let obj: Py<PyString> = obj.unbind();
/// let s: String = obj.extract(py)?;
/// # assert_eq!(s, "blah");
/// # Ok(())
/// })
/// # }
/// ```
///
// /// FIXME: until `FromPyObject` can pick up a second lifetime, the below commentary is no longer
// /// true. Update and restore this documentation at that time.
// ///
// /// Note: depending on the implementation, the lifetime of the extracted result may
// /// depend on the lifetime of the `obj` or the `prepared` variable.
// ///
// /// For example, when extracting `&str` from a Python byte string, the resulting string slice will
// /// point to the existing string data (lifetime: `'py`).
// /// On the other hand, when extracting `&str` from a Python Unicode string, the preparation step
// /// will convert the string to UTF-8, and the resulting string slice will have lifetime `'prepared`.
// /// Since which case applies depends on the runtime type of the Python object,
// /// both the `obj` and `prepared` variables must outlive the resulting string slice.
///
/// During the migration of PyO3 from the "GIL Refs" API to the `Bound<T>` smart pointer, this trait
/// has two methods `extract` and `extract_bound` which are defaulted to call each other. To avoid
/// infinite recursion, implementors must implement at least one of these methods. The recommendation
/// is to implement `extract_bound` and leave `extract` as the default implementation.
pub trait FromPyObject<'py>: Sized {
/// Extracts `Self` from the bound smart pointer `obj`.
///
/// Implementors are encouraged to implement this method and leave `extract` defaulted, as
/// this will be most compatible with PyO3's future API.
fn extract_bound(ob: &Bound<'py, PyAny>) -> PyResult<Self>;
/// Extracts the type hint information for this type when it appears as an argument.
///
/// For example, `Vec<u32>` would return `Sequence[int]`.
/// The default implementation returns `Any`, which is correct for any type.
///
/// For most types, the return value for this method will be identical to that of
/// [`IntoPyObject::type_output`]. It may be different for some types, such as `Dict`,
/// to allow duck-typing: functions return `Dict` but take `Mapping` as argument.
#[cfg(feature = "experimental-inspect")]
fn type_input() -> TypeInfo {
TypeInfo::Any
}
}
mod from_py_object_bound_sealed {
/// Private seal for the `FromPyObjectBound` trait.
///
/// This prevents downstream types from implementing the trait before
/// PyO3 is ready to declare the trait as public API.
pub trait Sealed {}
// This generic implementation is why the seal is separate from
// `crate::sealed::Sealed`.
impl<'py, T> Sealed for T where T: super::FromPyObject<'py> {}
impl Sealed for &'_ str {}
impl Sealed for std::borrow::Cow<'_, str> {}
impl Sealed for &'_ [u8] {}
impl Sealed for std::borrow::Cow<'_, [u8]> {}
}
/// Expected form of [`FromPyObject`] to be used in a future PyO3 release.
///
/// The difference between this and `FromPyObject` is that this trait takes an
/// additional lifetime `'a`, which is the lifetime of the input `Bound`.
///
/// This allows implementations for `&'a str` and `&'a [u8]`, which could not
/// be expressed by the existing `FromPyObject` trait once the GIL Refs API was
/// removed.
///
/// # Usage
///
/// Users are prevented from implementing this trait, instead they should implement
/// the normal `FromPyObject` trait. This trait has a blanket implementation
/// for `T: FromPyObject`.
///
/// The only case where this trait may have a use case to be implemented is when the
/// lifetime of the extracted value is tied to the lifetime `'a` of the input `Bound`
/// instead of the GIL lifetime `py`, as is the case for the `&'a str` implementation.
///
/// Please contact the PyO3 maintainers if you believe you have a use case for implementing
/// this trait before PyO3 is ready to change the main `FromPyObject` trait to take an
/// additional lifetime.
///
/// Similarly, users should typically not call these trait methods and should instead
/// use this via the `extract` method on `Bound` and `Py`.
pub trait FromPyObjectBound<'a, 'py>: Sized + from_py_object_bound_sealed::Sealed {
/// Extracts `Self` from the bound smart pointer `obj`.
///
/// Users are advised against calling this method directly: instead, use this via
/// [`Bound<'_, PyAny>::extract`] or [`Py::extract`].
fn from_py_object_bound(ob: Borrowed<'a, 'py, PyAny>) -> PyResult<Self>;
/// Extracts the type hint information for this type when it appears as an argument.
///
/// For example, `Vec<u32>` would return `Sequence[int]`.
/// The default implementation returns `Any`, which is correct for any type.
///
/// For most types, the return value for this method will be identical to that of
/// [`IntoPyObject::type_output`]. It may be different for some types, such as `Dict`,
/// to allow duck-typing: functions return `Dict` but take `Mapping` as argument.
#[cfg(feature = "experimental-inspect")]
fn type_input() -> TypeInfo {
TypeInfo::Any
}
}
impl<'py, T> FromPyObjectBound<'_, 'py> for T
where
T: FromPyObject<'py>,
{
fn from_py_object_bound(ob: Borrowed<'_, 'py, PyAny>) -> PyResult<Self> {
Self::extract_bound(&ob)
}
#[cfg(feature = "experimental-inspect")]
fn type_input() -> TypeInfo {
<T as FromPyObject>::type_input()
}
}
/// Identity conversion: allows using existing `PyObject` instances where
/// `T: ToPyObject` is expected.
#[allow(deprecated)]
impl<T: ?Sized + ToPyObject> ToPyObject for &'_ T {
#[inline]
fn to_object(&self, py: Python<'_>) -> PyObject {
<T as ToPyObject>::to_object(*self, py)
}
}
impl<T> FromPyObject<'_> for T
where
T: PyClass + Clone,
{
fn extract_bound(obj: &Bound<'_, PyAny>) -> PyResult<Self> {
let bound = obj.downcast::<Self>()?;
Ok(bound.try_borrow()?.clone())
}
}
impl<'py, T> FromPyObject<'py> for PyRef<'py, T>
where
T: PyClass,
{
fn extract_bound(obj: &Bound<'py, PyAny>) -> PyResult<Self> {
obj.downcast::<T>()?.try_borrow().map_err(Into::into)
}
}
impl<'py, T> FromPyObject<'py> for PyRefMut<'py, T>
where
T: PyClass<Frozen = False>,
{
fn extract_bound(obj: &Bound<'py, PyAny>) -> PyResult<Self> {
obj.downcast::<T>()?.try_borrow_mut().map_err(Into::into)
}
}
/// Converts `()` to an empty Python tuple.
#[allow(deprecated)]
impl IntoPy<Py<PyTuple>> for () {
fn into_py(self, py: Python<'_>) -> Py<PyTuple> {
PyTuple::empty(py).unbind()
}
}
impl<'py> IntoPyObject<'py> for () {
type Target = PyTuple;
type Output = Bound<'py, Self::Target>;
type Error = Infallible;
fn into_pyobject(self, py: Python<'py>) -> Result<Self::Output, Self::Error> {
Ok(PyTuple::empty(py))
}
}
/// ```rust,compile_fail
/// use pyo3::prelude::*;
///
/// #[pyclass]
/// struct TestClass {
/// num: u32,
/// }
///
/// let t = TestClass { num: 10 };
///
/// Python::with_gil(|py| {
/// let pyvalue = Py::new(py, t).unwrap().to_object(py);
/// let t: TestClass = pyvalue.extract(py).unwrap();
/// })
/// ```
mod test_no_clone {}