PyO3 次要用于创立原生 Python 的扩大模块。PyO3 还反对从 Rust 二进制文件运行 Python 代码并与之交互,能够实现 rust 与 Python 代码共存。在一些对性能要求较高的模块上,能够思考应用 PyO3 构建对应的功能模块。PyO3 的性能拆散,不必过多放心模块之间的耦合性,并且在速度上能有肯定的晋升。
github地址: https://github.com/PyO3/pyo3
版本规定如下:
- Python 3.6+
- Rust 1.41+
接下来咱们通过一个小的 demo 理解一下从 PyO3 编译模块到 Python 中失常应用的整个流程。
cargo new --lib string-sum
创立我的项目
# lib.rs[package]name = "string-sum"version = "0.1.0"edition = "2018"[lib]name = "string_sum"# "cdylib" is necessary to produce a shared library for Python to import from.## Downstream Rust code (including code in `bin/`, `examples/`, and `tests/`) will not be able# to `use string_sum;` unless the "rlib" or "lib" crate type is also included, e.g.:# crate-type = ["cdylib", "rlib"]crate-type = ["cdylib"][dependencies.pyo3]version = "0.14.1"features = ["extension-module"] // 扩大模块,像其余的还有auto-initialize
// src/lib.rsuse std::usize;use pyo3::prelude::*;// like this// def sum_as_string(a:str, b:str) -> str:// return a+b#[pyfunction]fn sum_as_string(a: usize, b: usize) -> PyResult<String>{ Ok((a+b).to_string())}// Mount method to module #[pymodule]fn string_sum(py: Python, m: &PyModule) -> PyResult<()>{ m.add_function(wrap_pyfunction!(sum_as_string, m)?)?; Ok(())}
编译与应用
编译实现之后,咱们会在 target 文件夹上面发现一个 wheel 文件。文件名组合为 “模块名 + 以后 Python 版本+以后零碎型号”,比方:string_sum-0.1.0-cp39-cp39-macosx_10_7_x86_64.whl
pip3 install ./target/wheel/string_sum-0.1.0-cp39-cp39-macosx_10_7_x86_64.whl
创立 python 文件:
# example.pyfrom string_sum import sum_as_stringprint(sum_as_string(1,2))# echo 3
编译工具的抉择和应用
官网提供了两种编译工具的抉择:
- rust 写的 maturin
- 传统的setup.py的形式
应用 maturin 编译
# 装置 pip3 install maturin# 编译maturin build# maturin publish 公布# 虚拟环境中应用 会主动去寻找/target/wheel/ 下的 *.wheel文件而后装置virtualenv venvsource ./venv/bin/activatematurin develop
应用 setup.py 编译
# 装置pip3 install setuptools-rust
编写 setup.py 文件:
# setup.pyfrom setuptools import setupfrom setuptools_rust import Binding, RustExtensionsetup( # 包名称 name="string_sum", # 包版本 version="0.1", # rust扩大 其中"string_sum.string_sum"中 # 第一个string_sum 指的是以后的包 # 第二个指的是 # #[pymodule] # fn string_sum(py: Python, m: &PyModule) -> PyResult<()>{ # m.add_function(wrap_pyfunction!(sum_as_string, m)?)?; # Ok(()) # } # 中的string_sum rust_extensions=[ RustExtension( "string_sum.string_sum", binding=Binding.PyO3, debug=False ) ], # 须要创立一个文件夹 string_sum packages=["string_sum"], # rust extensions are not zip safe, just like C-extensions. zip_safe=False, # 标注 classifiers=[ "License :: OSI Approved :: MIT License", "Development Status :: 3 - Alpha", "Intended Audience :: Developers", "Programming Language :: Python", "Programming Language :: Rust", "Operating System :: POSIX", "Operating System :: MacOS :: MacOS X", ], include_package_data=True)
# 打包mkdir string_sumtouch string_sum/__init__.pyvirtualenv venv && source venv/bin/activatepip setup.py build && pip setup.py install && pip setup.py develop
会援用本地的文件:
docker 中的利用
同样的,如果创立的 App 自身是在 docker 外部运行的。那么第一步咱们须要装置 rust 的环境 dockerfile。具体如下:
#!/bin/bashcurl https://sh.rustup.rs -sSf | bash -s -- -ysource $HOME/.cargo/envrustc --versionpython setup.py install
# ddockerfile FROM python:3.7WORKDIR /appADD . /appRUN pip install --upgrade pip \ && pip install -r requirements.txtRUN ./init.shCMD [python, xx.py]
# requirements.txtsemantic-version==2.8.5setuptools-rust==0.12.1toml==0.10.2
# rust国内镜像源 config# /root/.cargo/config[source.crates-io]registry = "https://github.com/rust-lang/crates.io-index"replace-with = 'ustc'[source.ustc]registry = "git://mirrors.ustc.edu.cn/crates.io-index"[term]verbose = truecolor = 'auto'
具体目录如下:
-rw-r--r-- Cargo.lock-rw-r--r-- Cargo.toml-rw-r--r-- config # 配置文件-rw-r--r-- Dockerfile-rwxrwxrwx init.sh # 初始化rust环境脚本-rw-r--r-- requirements.txt-rw-r--r-- setup.py # 打包脚本drwxr-xr-x src # rust我的项目drwxr-xr-x string_sum -rw-r--r-- xx.py # 可行性测试文件
用 PyO3 写一个 Python 的rsa加解密包
看过之前的文章的小伙伴《灵魂画手:漫画图解 SSH》 ,应该对 rsa 的整个加解密流程有所理解啦。那咱们无妨用 PyO3 来构建一个 Python 的 rsa 加解密包。应用场景如下:
客户端本地生成公私钥,通过后期认证过程,将公钥发送给服务端保留,前期通信过程中,客户端被动发送音讯给服务端,客户端通过私钥对信息加密,服务端通过对应的公钥进行解密。
github 地址: https://github.com/hzjsea/pyo...
后续又扩大了一些内容,比方 MD5 加密,签名等等。
# 自动化脚本#!/bin/bashecho "init......"# set python version # INSTALL_PYTHON_VERSION=python3.6find_python() { set +e unset BEST_VERSION for V in 37 3.7 38 3.8 39 3.9 3; do if which python$V >/dev/null; then if [ "$BEST_VERSION" = "" ]; then BEST_VERSION=$V fi fi done echo $BEST_VERSION set -e}if [ "$INSTALL_PYTHON_VERSION" = "" ]; then INSTALL_PYTHON_VERSION=$(find_python)fi# This fancy syntax sets INSTALL_PYTHON_PATH to "python3.7", unless# INSTALL_PYTHON_VERSION is defined.# If INSTALL_PYTHON_VERSION equals 3.8, then INSTALL_PYTHON_PATH becomes python3.8# 找不到就python3.7INSTALL_PYTHON_PATH=python${INSTALL_PYTHON_VERSION:-3.7}echo $INSTALL_PYTHON_PATHecho "Python version is $INSTALL_PYTHON_VERSION"$INSTALL_PYTHON_PATH -m venv venvif [ ! -f "activate" ]; then ln -s venv/bin/activate .fi. ./activatepython -m pip install --upgrade pippython -m pip install wheelpython -m pip install -r ./requirements.txtmaturin buildmaturin developcurrent_shell=$(echo $SHELL)if current_shell=/bin/bash; then echo "PASS: source /venv/bin/activate >> ~/.bashrc"elif current_shell=/bin/zsh;then echo "PASS: source /venv/bin/activate >> ~/.zshrc"fi
// src/lib.rs 文件use std::u32;use pyo3::prelude::*;use openssl::rsa::{Padding,Rsa};const SECRET: &'static str = "CHFfxQA3tqEZgKusgwZjmI5lFsoZxXGXnQLA97oYga2M33sLwREZyy1mWCM8GIIA";mod crypto_utils { use hmac::{Hmac, Mac, NewMac}; use sha2::Sha256; use std::fmt::Write; type Hmacsha256 = Hmac<Sha256>; fn encode_hex(bytes: &[u8]) -> String { let mut s = String::with_capacity(bytes.len() * 2); for &b in bytes { match write!(&mut s, "{:02x}", b) { Ok(_) => {}, Err(_) => {} }; } s } pub fn hash_hmac(secret: &str, msg: &str) -> String { let mut mac = Hmacsha256::new_from_slice(secret.as_bytes()).expect("HMAC can take key of any size"); mac.update(msg.as_bytes()); let result = mac.finalize(); let code_bytes = result.into_bytes(); encode_hex(&code_bytes) }}// create public/private key create_key(1024)fn create_key(len:u32) -> (String,String){ let rsa = openssl::rsa::Rsa::generate(len).unwrap(); let pubkey = String::from_utf8(rsa.public_key_to_pem().unwrap()).unwrap(); let prikey = String::from_utf8(rsa.private_key_to_pem().unwrap()).unwrap(); (pubkey, prikey)}#[pyclass]struct Crypto { // #[pyo3(get, set)] // pubkey: String, // #[pyo3(get,set)] // prikey: String, pub_key: Rsa<openssl::pkey::Public>, pri_key: Rsa<openssl::pkey::Private>}#[pyfunction]fn generate_key(len:u32) -> (String, String){ create_key(len)}#[pymethods]impl Crypto { #[new] pub fn __new__(pubkey: &str,prikey: &str) -> Self { Crypto { // pubkey: pubkey.to_owned(), // prikey: prikey.to_owned(), pub_key: Rsa::public_key_from_pem(pubkey.as_bytes()).unwrap(), pri_key: Rsa::private_key_from_pem(prikey.as_bytes()).unwrap(), } } // public decrypt pub fn public_decrypt(&self, msg:&str) -> String { let mut out: [u8; 4096] = [0;4096]; let decoded = openssl::base64::decode_block(msg).unwrap(); if let Ok(size) = self.pub_key.public_decrypt(&decoded, &mut out, Padding::PKCS1) { let real_size = if size > 4096 {4096} else {size}; // openssl::base64::encode_block(&out[..real_size]) String::from_utf8(out[..real_size].to_vec()).unwrap() } else { String::default() } } // public encrypt pub fn public_encrypt(&self, msg:&str) -> String { let mut out: [u8; 4096] = [0;4096]; if let Ok(size) = self.pub_key.public_encrypt(msg.as_bytes(), &mut out, Padding::PKCS1) { let real_size = if size > 4096 {4096}else{size}; openssl::base64::encode_block(&out[..real_size]) } else { String::default() } } // private encrypt pub fn private_encrypt(&self, msg:&str) -> String{ let mut out: [u8; 4096] = [0;4096]; if let Ok(size) = self.pri_key.private_encrypt(msg.as_bytes(), &mut out, Padding::PKCS1) { let real_size = if size > 4096 {4096}else{size}; openssl::base64::encode_block(&out[..real_size]) } else { String::default() } } // private decrypt pub fn private_decrypt(&self, msg: &str) -> String{ let mut out: [u8; 4096] = [0;4096]; let decoded = openssl::base64::decode_block(msg).unwrap(); if let Ok(size) = self.pri_key.private_decrypt(&decoded, &mut out, Padding::PKCS1) { let real_size = if size > 4096 {4096} else {size}; // openssl::base64::encode_block(&out[..real_size]) String::from_utf8(out[..real_size].to_vec()).unwrap() } else { String::default() } } // sign pub fn sign(&self, msg: &str) ->String { crypto_utils::hash_hmac(SECRET, msg) }}#[pymodule]fn yacrypto(_py: Python, m: &PyModule) -> PyResult<()> { m.add_class::<Crypto>()?; m.add_function(wrap_pyfunction!(generate_key, m)?).unwrap(); Ok(())}#[cfg(test)]mod tests { use base64; #[test] fn works(){ // create rsa let rsa = openssl::rsa::Rsa::generate(1024).unwrap(); // create public key let public_key = rsa.public_key_to_pem().unwrap(); println!("{:?}", String::from_utf8(public_key.clone())); let private_key = rsa.private_key_to_pem().unwrap(); let data = "hellowo\n\t\rrld"; // public encrypt let mut buf:Vec<u8> = vec![0;rsa.size() as usize]; let rsa_pub = openssl::rsa::Rsa::public_key_from_pem(&public_key).unwrap(); let _ = rsa_pub.public_encrypt(data.as_bytes(), &mut buf , openssl::rsa::Padding::PKCS1); // private decrypt => let data = buf; let mut buf:Vec<u8> = vec![0;rsa.size() as usize]; let rsa_pri = openssl::rsa::Rsa::private_key_from_pem(&private_key).unwrap(); if let Ok(size) = rsa_pri.private_decrypt(&data, &mut buf, openssl::rsa::Padding::PKCS1){ let real_size = if size > 1024 {1024} else {size}; let buf = &buf[..real_size]; let base64_string = openssl::base64::encode_block(&buf); let result = base64::decode(base64_string); println!("{:?}",result); // println!("buf => {:?}",openssl::base64::encode_block(&buf)) let echo_str = String::from_utf8((&buf).to_vec()).unwrap(); println!("{:?}",echo_str); } }}
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