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使用pyo3将内层为serde_json::Value的嵌套HashMap导出到Python

问题描述

我用Rust编写了一个文本解析器,希望通过pyo3为其提供Python调用接口。该解析器返回嵌套HashMap结构,内层HashMap的值类型为serde_json::Value,我尝试将该结构作为PyObject返回时遇到了无法解决的错误。

最小复现代码
use std::collections::HashMap;

use pyo3::prelude::*;
use serde_json::Value;

#[pyfunction]
pub fn parse() -> PyResult<PyObject> {
    let mapping: HashMap<i64, HashMap<String, Value>> = HashMap::from( [
        ( 1, HashMap::from( [
            ( "test11".to_string(), "Foo".into() ),
            ( "test12".to_string(), 123.into() ),
        ] ) ),
        ( 2, HashMap::from( [
            ( "test21".to_string(), "Bar".into() ),
            ( "test22".to_string(), 123.45.into() ),
        ] ) ),
    ] );

    return pyo3::Python::with_gil( |py| {
        Ok( mapping.to_object( py ) )
    } );
}

#[pymodule]
fn parser( _py: Python, m: &PyModule ) -> PyResult<()> {
    m.add_function( wrap_pyfunction!( parse, m )? )?;

    return Ok( () );
}
报错信息
error[E0599]: the method `to_object` exists for struct `HashMap<i64, HashMap<std::string::String, Value>>`, but its trait bounds were not satisfied
   --> src/lib.rs:22:15
    |
22  |         Ok( mapping.to_object( py ) )
    |                     ^^^^^^^^^ method cannot be called on `HashMap<i64, HashMap<std::string::String, Value>>` due to unsatisfied trait bounds
    |
   ::: /home/user/.rustup/toolchains/stable-x86_64-unknown-linux-gnu/lib/rustlib/src/rust/library/std/src/collections/hash/map.rs:209:1
    |
209 | pub struct HashMap<K, V, S = RandomState> {
    | ----------------------------------------- doesn't satisfy `_: pyo3::ToPyObject`
    |
    = note: the following trait bounds were not satisfied:
            `HashMap<std::string::String, Value>: pyo3::ToPyObject`
            which is required by `HashMap<i64, HashMap<std::string::String, Value>>: pyo3::ToPyObject`

error[E0277]: the trait bound `Result<PyDict, PyErr>: IntoPyCallbackOutput<_>` is not satisfied
   --> src/lib.rs:8:1
    |
8   | #[pyfunction]
    | ^^^^^^^^^^^^^ the trait `IntoPyCallbackOutput<_>` is not implemented for `Result<PyDict, PyErr>`
    |
    = help: the following implementations were found:
              <Result<T, E> as IntoPyCallbackOutput<U>>
note: required by a bound in `pyo3::callback::convert`
   --> /home/user/.cargo/registry/src/github.com-1ecc6299db9ec823/pyo3-0.14.5/src/callback.rs:182:8
    |
182 |     T: IntoPyCallbackOutput<U>,
    |        ^^^^^^^^^^^^^^^^^^^^^^^ required by this bound in `pyo3::callback::convert`
    = note: this error originates in the attribute macro `pyfunction` (in Nightly builds, run with -Z macro-backtrace for more info)
预期返回效果

在Python中调用该函数时,返回如下结构的字典:

{ 
    1: {
        "test11": "Foo",
        "test12": 123,
    },
    2: {
        "test21": "Bar",
        "test22": 123.45,
    },
}
解决方案

(基于@orlp的回答实现)

use std::collections::HashMap;

use pyo3::prelude::*;
use serde_json::Value;

fn value_to_object( val: &Value, py: Python<'_> ) -> PyObject {
    match val {
        Value::Null => py.None(),
        Value::Bool( x ) => x.to_object( py ),
        Value::Number( x ) => {
            let oi64 = x.as_i64().map( |i| i.to_object( py ) );
            let ou64 = x.as_u64().map( |i| i.to_object( py ) );
            let of64 = x.as_f64().map( |i| i.to_object( py ) );
            oi64.or( ou64 ).or( of64 ).expect( "number too large" )
        },
        Value::String( x ) => x.to_object( py ),
        Value::Array( x ) => {
            let inner: Vec<_> = x.iter().map(|x| value_to_object(x, py)).collect();
            inner.to_object( py )
        },
        Value::Object( x ) => {
            let inner: HashMap<_, _> =
                x.iter()
                    .map( |( k, v )| ( k, value_to_object( v, py ) ) ).collect();
            inner.to_object( py )
        },
    }
}

#[repr(transparent)]
#[derive( Clone, Debug )]
struct ParsedValue( Value );

impl ToPyObject for ParsedValue {
    fn to_object( &self, py: Python<'_> ) -> PyObject {
        value_to_object( &self.0, py )
    }
}

#[pyfunction]
pub fn parse() -> PyResult<PyObject> {
    let mapping: HashMap<i64, HashMap<String, ParsedValue>> = HashMap::from( [
        ( 1, HashMap::from( [
            ( "test11".to_string(), ParsedValue( "Foo".into() ) ),
            ( "test12".to_string(), ParsedValue( 123.into() ) ),
        ] ) ),
        ( 2, HashMap::from( [
            ( "test21".to_string(), ParsedValue( "Bar".into() ) ),
            ( "test22".to_string(), ParsedValue( 123.45.into() ) ),
        ] ) ),
    ] );

    Ok( pyo3::Python::with_gil( |py| {
        mapping.to_object( py )
    } ) )
}

#[pymodule]
fn parser( _py: Python, m: &PyModule ) -> PyResult<()> {
    m.add_function( wrap_pyfunction!( parse, m )? )?;

    return Ok( () );
}

实现说明

错误的核心原因是serde_json::Value没有实现pyo3的ToPyObject trait,导致嵌套HashMap无法直接转换为Python对象。解决方案通过自定义ParsedValue包装serde_json::Value,手动实现ToPyObject trait,递归把serde_json的所有类型对应转换为Python原生对象,满足转换要求。

内容的提问来源于stack exchange,提问作者leviathan

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最近更新时间:2026.09.24 07:24:07