serde-pyobject

PyO3's PyAny as a serde data format

Usage

Serialize `T: Serialize` into `&'py PyAny`:

use serde::Serialize;
use pyo3::{Python, Bound, types::{PyAny, PyAnyMethods, PyDict}};
use serde_pyobject::{to_pyobject, pydict};

#[derive(Serialize)]
struct A {
    a: u32,
    b: String,
}

Python::with_gil(|py| {
    let a = A { a: 1, b: "test".to_string() };
    let obj: Bound<PyAny> = to_pyobject(py, &a).unwrap();
    assert!(obj.eq(pydict! { py, "a" => 1, "b" => "test" }.unwrap()).unwrap());
});

Deserialize `&'py PyAny` into `T: Deserialize<'de>`:

use serde::Deserialize;
use pyo3::{Python, Bound, types::{PyAny, PyAnyMethods, PyDict}};
use serde_pyobject::{from_pyobject, pydict};

#[derive(Debug, PartialEq, Deserialize)]
struct A {
    a: u32,
    b: String,
}

Python::with_gil(|py| {
    let a: Bound<PyDict> = pydict! { py,
      "a" => 1,
      "b" => "test"
    }
    .unwrap();
    let a: A = from_pyobject(a).unwrap();
    assert_eq!(a, A { a: 1, b: "test".to_string() });
});

Mapping between Python and serde data model

serde data model	PyO3 type	Rust	Python
`i8`, `i16`, `i32`, `i64`, `isize`, `u8`, `u16`, `u32`, `u64`, `usize`	`PyLong`	`123`	`123`
`f32`, `f64`	`PyFloat`	`1.0`	`1.0`
`bool`	`PyBool`	`true`	`true`
`char`, `string`	`PyString`	`'a'`, `"test"`	`"a"`, `"test"`
option	`PyAny` ¹	`None`, `Some(1)`	`None`, `1`
unit	`PyTuple`	`()`	`()`
unit struct	`PyTuple`	`struct Unit`	`()`
unit variant	`PyDict`	`E::A` in `enum E { A, B }`	`"A"`
newtype struct	`PyDict`	`A(32)` of `struct A(u8)`	`32`
newtype variant	`PyDict`	`E::N(41)` of `enum E { N(u8) }`	`{ "N": 41 }`
seq	`PyList`	`vec![1, 2, 3]`	`[1, 2, 3]`
tuple	`PyTuple`	`(1, "test")`	`(1, "test")`
tuple struct	`PyDict`	`T(1, "a")` of `struct T(u32, String)`	`(1, "a")`
tuple variant	`PyDict`	`E::S(1, 2)` of `enum E { S(u8, u8) }`	`{ "S": (1, 2) }`
map	`PyDict`	`hashmap!{ "a".to_string() => 1, "b".to_string() => 2 }`	`{ "a": 1, "b": 2 }`
struct	`PyDict`	`A { a: 1, b: "test" }` of `struct A { a: u32, b: String }`	`{ "a": 1, "b": "test"}`
struct variant	`PyDict`	`E::S { r: 1, g: 2, b: 3 }` of `enum E { S { r: u8, g: u8, b: u8 } }`	`{ "S": { "r": 1, "g": 2, "b": 3 } }`

License

© 2023 Jij Inc.

This project is licensed under either of

Apache License, Version 2.0, (LICENSE-APACHE or https://www.apache.org/licenses/LICENSE-2.0)
MIT license (LICENSE-MIT or https://opensource.org/licenses/MIT)

at your option.

Some(value) is serialized as value ↩

License

LockedThread/serde-pyobject

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