实战经验分享：使用 PyO3 来构建你的 Python 模块
PyO3 主要用于创建原生 Python 的扩展模块。PyO3 还支持从 Rust 二进制文件运行 Python 代码并与之交互，可以实现 rust 与 Python 代码共存。在一些对性能要求较高的模块上，可以考虑使用 PyO3 构建对应的功能模块。PyO3 的功能分离，不用过多担心模块之间的耦合性，并且在速度上能有一定的提升。
github地址: https://github.com/PyO3/pyo3
版本规定如下：
-
Python 3.6+
-
Rust 1.41+
接下来我们通过一个小的 demo 了解一下从 PyO3 编译模块到 Python 中正常使用的整个流程。
cargo new --lib string-sum
创建项目
# 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"] // 扩展模块，像其他的还有auto-initialize
// src/lib.rs
use 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{
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(())
}
编译与使用
编译完成之后，我们会在 target 文件夹下面发现一个 wheel 文件。文件名组合为 “模块名 + 当前 Python 版本+当前系统型号”，比如：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
创建 python 文件：
# example.py
from string_sum import sum_as_string
print(sum_as_string(1,2))
# echo 3
编译工具的选择和使用
官方提供了两种编译工具的选择：
-
rust 写的 maturin
-
传统的setup.py的方式
使用 maturin 编译
# 安装
pip3 install maturin
# 编译
maturin build
# maturin publish 发布
# 虚拟环境中使用 会自动去寻找/target/wheel/ 下的 *.wheel文件然后安装
virtualenv venv
source ./venv/bin/activate
maturin develop
使用 setup.py 编译
# 安装
pip3 install setuptools-rust
编写 setup.py 文件：
# setup.py
from setuptools import setup
from setuptools_rust import Binding, RustExtension
setup(
# 包名称
name="string_sum",
# 包版本
version="0.1",
# rust扩展 其中"string_sum.string_sum"中
# 第一个string_sum 指的是当前的包
# 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
)
],
# 需要创建一个文件夹 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_sum
touch string_sum/__init__.py
virtualenv venv && source venv/bin/activate
pip setup.py build && pip setup.py install && pip setup.py develop
会引用本地的文件：
docker 中的应用
同样的，如果创建的 App 本身是在 docker 内部运行的。那么第一步我们需要安装 rust 的环境 dockerfile。具体如下：
#!/bin/bash
curl https://sh.rustup.rs -sSf | bash -s -- -y
source $HOME/.cargo/env
rustc --version
python setup.py install
# ddockerfile
FROM python:3.7
WORKDIR /app
ADD . /app
RUN pip install --upgrade pip \
&& pip install -r requirements.txt
RUN ./init.sh
CMD [python, xx.py]
# requirements.txt
semantic-version==2.8.5
setuptools-rust==0.12.1
toml==0.10.2
# rust国内镜像源 config
# /root/.cargo/config
[source.crates-io]
registry = "https://github.com/rust-lang/crates.io-index"
replace-with = 'ustc'
[source.ustc]
registry = "git://mirrors.ustc.edu.cn/crates.io-index"
[term]
verbose = true
color = 'auto'
具体目录如下：
-rw-r--r-- Cargo.lock
-rw-r--r-- Cargo.toml
-rw-r--r-- config # 配置文件
-rw-r--r-- Dockerfile
-rwxrwxrwx init.sh # 初始化rust环境脚本
-rw-r--r-- requirements.txt
-rw-r--r-- setup.py # 打包脚本
drwxr-xr-x src # rust项目
drwxr-xr-x string_sum
-rw-r--r-- xx.py # 可行性测试文件
用 PyO3 写一个 Python 的rsa加解密包
看过之前的文章的小伙伴《灵魂画手：漫画图解 SSH》 ，应该对 rsa 的整个加解密流程有所了解啦。那我们不妨用 PyO3 来构建一个 Python 的 rsa 加解密包。使用场景如下：
客户端本地生成公私钥，通过前期认证过程，将公钥发送给服务端保存，后期通信过程中,客户端主动发送消息给服务端，客户端通过私钥对信息加密，服务端通过对应的公钥进行解密。
github 地址: https://github.com/hzjsea/pyo3-crypto
后续又扩展了一些内容，比如 MD5 加密，签名等等。
# 自动化脚本
#!/bin/bash
echo "init......"
# set python version
# INSTALL_PYTHON_VERSION=python3.6
find_python() {
set +e
unset BEST_VERSION
for V in 37 3.7 38 3.8 39 3.9 3; do
if which python$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=$(find_python)
fi
# This fancy syntax sets INSTALL_PYTHON_PATH to "python3.7", unless
# INSTALL_PYTHON_VERSION is defined.
# If INSTALL_PYTHON_VERSION equals 3.8, then INSTALL_PYTHON_PATH becomes python3.8
# 找不到就python3.7
INSTALL_PYTHON_PATH=python${INSTALL_PYTHON_VERSION:-3.7}
echo $INSTALL_PYTHON_PATH
echo "Python version is $INSTALL_PYTHON_VERSION"
$INSTALL_PYTHON_PATH -m venv venv
if [ ! -f "activate" ]; then
ln -s venv/bin/activate .
fi
. ./activate
python -m pip install --upgrade pip
python -m pip install wheel
python -m pip install -r ./requirements.txt
maturin build
maturin develop
current_shell=$(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;
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,
pri_key: Rsa
}
#[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::()?;
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 = 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 = 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);
}
}
}