rust与python互通

互通三件套

rust侧与python互通的三个库:

pyo3

pythonize

serde

pyo3

pyo3跟用Python C API写python扩展有点类似,核心是:

复制代码
#[pymodule]
#[pyfunction]

两个注解。前者对应Py_InitModule,后者对应PyMethodDef。

下面是其它博客上一个python C API写扩展的例子:

C 复制代码
//Python.h has all the required function definitions to manipulate the Python objects
#include <Python.h>

//This is the function that is called from your python code
static PyObject* addList_add(PyObject* self, PyObject* args){

    PyObject * listObj;

    //The input arguments come as a tuple, we parse the args to get the various variables
    //In this case it's only one list variable, which will now be referenced by listObj
    if (! PyArg_ParseTuple( args, "O", &listObj ))
        return NULL;

    //length of the list
    long length = PyList_Size(listObj);

    //iterate over all the elements
    int i, sum =0;
    for (i = 0; i < length; i++) {
        //get an element out of the list - the element is also a python objects
        PyObject* temp = PyList_GetItem(listObj, i);
        //we know that object represents an integer - so convert it into C long
        long elem = PyInt_AsLong(temp);
        sum += elem;
    }

    //value returned back to python code - another python object
    //build value here converts the C long to a python integer
    return Py_BuildValue("i", sum);

}

//This is the docstring that corresponds to our 'add' function.
static char addList_docs[] =
"add(  ): add all elements of the list\n";

/* This table contains the relavent info mapping -
   <function-name in python module>, <actual-function>,
   <type-of-args the function expects>, <docstring associated with the function>
 */
static PyMethodDef addList_funcs[] = {
    {"add", (PyCFunction)addList_add, METH_VARARGS, addList_docs},
    {NULL, NULL, 0, NULL}

};

/*
   addList is the module name, and this is the initialization block of the module.
   <desired module name>, <the-info-table>, <module's-docstring>
 */
PyMODINIT_FUNC initaddList(void){
    Py_InitModule3("addList", addList_funcs,
            "Add all ze lists");

}

下面是截取的开源库sqloxide的样例代码:

rust 复制代码
#[pyfunction]
#[pyo3(text_signature = "(sql, dialect)")]
fn parse_sql(py: Python, sql: String, dialect: String) -> PyResult<PyObject> {
    let chosen_dialect = dialect_from_str(dialect).unwrap_or_else(|| {
        println!("The dialect you chose was not recognized, falling back to 'generic'");
        Box::new(GenericDialect {})
    });
    let parse_result = Parser::parse_sql(&*chosen_dialect, &sql);

    ...

    Ok(output.into())
}

#[pymodule]
fn sqloxide(_py: Python, m: &Bound<'_, PyModule>) -> PyResult<()> {
    m.add_function(wrap_pyfunction!(parse_sql, m)?)?;
    m.add_function(wrap_pyfunction!(restore_ast, m)?)?;
    ...
    Ok(())
}

pythonize

pythonnize完成rust数据结构到python数据结构的互转。本质上是一个序列化/反序列化器。序列化的结果是一个json结构,可用常见的json库解析。

相关推荐
VBA633712 分钟前
VBA之Word应用第三章第十一节:Document对象的事件
开发语言
wjs202422 分钟前
SOAP Header 元素
开发语言
电商数据girl36 分钟前
有哪些常用的自动化工具可以帮助处理电商API接口返回的异常数据?【知识分享】
大数据·分布式·爬虫·python·系统架构
CoooLuckly39 分钟前
numpy数据分析知识总结
python·numpy
无限远的弧光灯41 分钟前
c语言学习_函数递归
c语言·开发语言·学习
趣多多代言人1 小时前
从零开始手写嵌入式实时操作系统
开发语言·arm开发·单片机·嵌入式硬件·面试·职场和发展·嵌入式
超龄超能程序猿1 小时前
(六)PS识别:源数据分析- 挖掘图像的 “元语言”技术实现
python·组合模式
胖大和尚1 小时前
C++项目学习计划
开发语言·c++·学习
开开心心_Every1 小时前
全能视频处理工具介绍说明
开发语言·人工智能·django·pdf·flask·c#·音视频
vvilkim1 小时前
Nuxt.js 全面测试指南:从单元测试到E2E测试
开发语言·javascript·ecmascript