{"id":45083,"date":"2023-05-20T20:20:18","date_gmt":"2024-01-12T23:15:12","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45083-2\/"},"modified":"2024-04-30T05:09:41","modified_gmt":"2024-04-29T21:09:41","slug":"45083-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45083-2\/","title":{"rendered":""},"content":{"rendered":"

\u306f\u3058\u3081\u306b<\/h1>\n

Rust, \u901f\u3044\u3057\u66f8\u304d\u3084\u3059\u3044\u3057\u6700\u9ad8\u3067\u3059\u3088\u306d? \u3067\u3082\u666e\u6bb5\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u308a\u89e3\u6790\u3057\u305f\u308a\u3059\u308b\u306b\u306f Python \u4f7f\u3063\u3066\u307e\u3059\u3088\u306d? Python \u304b\u3089 Rust \u306e\u95a2\u6570\u3092\u547c\u3073\u51fa\u305b\u305f\u3089\u3082\u3063\u3068\u6700\u9ad8\u3067\u3059\u3088\u306d?<\/p>\n

PyO3 \u306f Rust \u3067 Python \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f5c\u6210, \u307e\u305f\u306f Python \u3092 Rust \u304b\u3089\u547c\u3073\u51fa\u3059\u6a5f\u80fd\u3092\u6301\u3064\u30af\u30ec\u30fc\u30c8\u3067\u3059. \u4f7f\u3044\u65b9\u3092\u77e5\u308b\u306b\u306f\u57fa\u672c\u7684\u306b\u306f \u30e6\u30fc\u30b6\u30fc\u30ac\u30a4\u30c9 (\u82f1\u8a9e) \u3092\u8aad\u3081\u3070\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u304c, \u73fe\u5728\u306e\u72b6\u6cc1\u306b\u57fa\u3065\u304f\u65e5\u672c\u8a9e\u306e\u6587\u732e\u304c\u4e4f\u3057\u3044\u306e\u3067, 2019\u5e747\u6708\u6642\u70b9\u306e\u6700\u65b0\u7248 v0.7.0 \u306b\u57fa\u3065\u3044\u3066\u57fa\u790e\u7684\u306a\u90e8\u5206\u3092\u8aac\u660e\u3057\u307e\u3059.<\/p>\n

\u3053\u306e\u8a18\u4e8b\u3067\u306f Rust \u3067 Python \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u6271\u3044\u307e\u3059.<\/p>\n

\u6e96\u5099<\/h1>\n

Rust 1.34.0-nightly \u4ee5\u4e0a, \u304a\u3088\u3073 Python 3.5 \u4ee5\u4e0a\u304c\u5b9f\u884c\u53ef\u80fd\u306a\u74b0\u5883\u304c\u65e2\u306b\u6574\u3063\u3066\u3044\u308b\u3068\u4eee\u5b9a\u3057\u307e\u3059. 2019\u5e747\u6708\u73fe\u5728 nightly \u5fc5\u9808 \u3067\u3059 (\u3053\u306e issue). \u306a\u304a\u672c\u8a18\u4e8b\u306e\u5185\u5bb9\u306f 2019\u5e747\u670822\u65e5\u306b Rust 1.38.0-nightly (2019-07-19) + Python 3.5.3 (\u30b7\u30b9\u30c6\u30e0)\/Python 3.7.2 (\u81ea\u524d\u30d3\u30eb\u30c9) on Debian 9.9 \u304a\u3088\u3073 Python 3.7.4 (\u30b9\u30c8\u30a2\u7248) on Win10 1903 \u3067\u691c\u8a3c\u3057\u307e\u3057\u305f.<\/p>\n

\u4f5c\u6210\u3057\u305f\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u540d\u3092 rust2python \u3068\u3057\u307e\u3059. \u65b0\u3057\u304f lib \u30af\u30ec\u30fc\u30c8\u3092\u4f5c\u6210\u3057, Cargo.toml \u306b\u6b21\u306e\u5185\u5bb9\u3092\u8ffd\u8a18\u3057\u307e\u3059.<\/p>\n

[lib]<\/span>\r\nname<\/span> =<\/span> \"rust2python\"<\/span>\r\ncrate-type<\/span> =<\/span> [\"cdylib\"]<\/span>\r\n\r\n[dependencies]<\/span>\r\n pyo3<\/span> =<\/span> {<\/span> version<\/span> =<\/span> \"0.7.0\"<\/span>,<\/span> features<\/span> =<\/span> [<\/span> \"extension-module\"<\/span>,<\/span> ]<\/span> }<\/span>\r\n<\/code><\/pre>\n
\u578b\u306e\u5bfe\u5fdc\u95a2\u4fc2<\/h1>\n
Rust \u3067 Python \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f5c\u6210\u3059\u308b\u4ee5\u4e0a, Rust \u306e\u578b\u304c Python \u306e\u578b\u306b\u5909\u63db\u3055\u308c\u307e\u3059. \u3053\u308c\u306f PyO3 \u304c\u81ea\u52d5\u7684\u306b\u9042\u884c\u3057\u3066\u304f\u308c\u307e\u3059\u304c, \u3042\u308b\u7a0b\u5ea6\u5bfe\u5fdc\u95a2\u4fc2\u3092\u628a\u63e1\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u30b3\u30fc\u30c9\u3092\u66f8\u3051\u307e\u305b\u3093. \u305d\u3053\u3067\u6700\u521d\u306b\u578b\u306e\u5bfe\u5fdc\u95a2\u4fc2\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3066\u304a\u304d\u307e\u3059.<\/p>\n
\n
RustPythoni32<\/code>, usize<\/code> \u7b49int<\/code>f32<\/code>, f64<\/code>float<\/code>bool<\/code>bool<\/code>Vec<T><\/code>list<\/code>String<\/code>str<\/code>HashMap<\/code>dict<\/code><\/div>\n<\/div>\n
\u3064\u307e\u308a\u306f\u666e\u901a\u306b\u4f7f\u3046\u578b\u306f\u6975\u3081\u3066\u666e\u901a\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u305f\u3081, \u305f\u3044\u3066\u3044\u3046\u307e\u304f\u3044\u304d\u307e\u3059. \u3061\u306a\u307f\u306b\u95a2\u6570\u306e\u5f15\u6570\u306b\u5165\u308c\u3088\u3046\u3068\u3057\u3066\u578b\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3082\u666e\u901a\u306b Python \u306e\u65b9\u3067\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u3060\u3051\u3067\u3059.<\/p>\n
\u306a\u304a struct\/class \u306b\u95a2\u3059\u308b\u3053\u3068\u306f \u30ac\u30a4\u30c9 \u3092, numpy \u3092\u6271\u3046\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f rust-numpy \u3092\u898b\u3066\u304f\u3060\u3055\u3044.<\/p>\n
\u30d1\u30c3\u30b1\u30fc\u30b8\u4f5c\u6210<\/h1>\n
\u305d\u308c\u3067\u306f src\/lib.rs \u306e\u4e2d\u8eab\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046. \u307e\u305a\u306f use pyo3::prelude::*; \u306b\u3088\u308a\u5fc5\u8981\u306a\u3082\u306e\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u304a\u304d\u307e\u3059.<\/p>\n
\u6b21\u306b, Python \u304b\u3089\u547c\u3073\u51fa\u3057\u305f\u3044\u95a2\u6570\u3092 #[pyfunction] \u30a2\u30c8\u30ea\u30d3\u30e5\u30fc\u30c8\u4ed8\u304d\u3067\u5b9f\u88c5\u3057\u307e\u3059. \u623b\u308a\u5024\u306f\u5fc5\u305a PyResult \u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059. \u623b\u308a\u5024\u306e\u306a\u3044\u95a2\u6570\u3092\u5b9a\u7fa9\u3059\u308b\u5834\u5408\u306f PyResult<()> \u3068\u3059\u308c\u3070\u3088\u3044\u3067\u3059. \u4f8b\u3048\u3070 hello world \u306a\u3089<\/p>\n
\r\n#[pyfunction]<\/span>\r\nfn<\/span> hello<\/span>()<\/span> -><\/span> PyResult<\/span><<\/span>()<\/span>><\/span> {<\/span>\r\n    println!<\/span>(<\/span>\"Hello, world!\"<\/span>);<\/span>\r\n    Ok<\/span>(())<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u5f15\u6570\u3084\u623b\u308a\u5024\u304c\u3042\u308b\u5834\u5408\u3082\u3054\u304f\u7d20\u76f4\u306b\u66f8\u3051\u3070\u3088\u3044\u3067\u3059. \u4f8b\u3048\u3070\u5186\u5468\u7387\u306e 0 \u500d, 1 \u500d, …, n-1 \u500d\u306e\u30ea\u30b9\u30c8\u3092\u3064\u304f\u308b\u95a2\u6570\u306a\u3089<\/p>\n
use<\/span> std<\/span>::<\/span>f64<\/span>::<\/span>consts<\/span>::<\/span>PI<\/span>;<\/span>\r\n\r\n#[pyfunction]<\/span>\r\nfn<\/span> pi_times<\/span>(<\/span> n<\/span>:<\/span> usize<\/span> )<\/span> -><\/span> PyResult<\/span><<\/span>Vec<\/span><<\/span>f64<\/span>>><\/span> {<\/span>\r\n    Ok<\/span>(<\/span>\r\n        (<\/span>0<\/span>..<\/span>n<\/span>)<\/span>.map<\/span>(|<\/span>i<\/span>|<\/span> i<\/span> as<\/span> f64<\/span> *<\/span> PI<\/span>)<\/span>.collect<\/span>()<\/span>\r\n    )<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u5fc5\u8981\u306a\u95a2\u6570\u3092\u5b9f\u88c5\u3057\u7d42\u3048\u305f\u3089, \u305d\u308c\u3092 Python \u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u307e\u3068\u3081\u307e\u3059. \u3053\u308c\u306f [#pymodule] \u30a2\u30c8\u30ea\u30d3\u30e5\u30fc\u30c8\u4ed8\u304d\u306e\u95a2\u6570\u3068\u3057\u3066\u5b9f\u73fe\u3055\u308c\u307e\u3059.<\/p>\n
use<\/span> pyo3<\/span>::<\/span>wrap_pyfunction<\/span>;<\/span>\r\n\r\n#[pymodule]<\/span>\r\nfn<\/span> rust2python<\/span>(<\/span>_<\/span>py<\/span>:<\/span> Python<\/span>,<\/span> m<\/span>:<\/span> &<\/span>PyModule<\/span>)<\/span> -><\/span> PyResult<\/span><<\/span>()<\/span>><\/span> {<\/span>\r\n    m<\/span>.add_wrapped<\/span>(<\/span>wrap_pyfunction!<\/span>(<\/span> hello<\/span> ))<\/span>?<\/span>;<\/span>\r\n    m<\/span>.add_wrapped<\/span>(<\/span>wrap_pyfunction!<\/span>(<\/span> pi_times<\/span> ))<\/span>?<\/span>;<\/span>\r\n\r\n    Ok<\/span>(())<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u3053\u308c\u3092 cargo +nightly build –release \u307f\u305f\u3044\u306a\u611f\u3058\u3067\u30d3\u30eb\u30c9\u3059\u308c\u3070\u5b8c\u6210\u3067\u3059. .\/target\/release\/librust2python.so \u304c\u6b32\u3057\u304b\u3063\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059.<\/p>\n
Python \u304b\u3089\u547c\u3073\u51fa\u3059<\/h1>\n
\u4f5c\u6210\u3057\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u3092 Python \u304b\u3089\u547c\u3073\u51fa\u3059\u305f\u3081\u306b\u306f, .\/target\/release\/librust2python.so \u3092\u30ab\u30ec\u30f3\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30b3\u30d4\u30fc\u3057\u307e\u3059. \u540c\u6642\u306b, Linux \u306a\u3089 librust2python.so \u3092 rust2python.so \u3078, Windows \u306a\u3089 librust2python.dll \u3092 rust2python.pyd \u3078\u3068\u30ea\u30cd\u30fc\u30e0\u3057\u307e\u3059. (\u30b3\u30d4\u30fc\u3059\u308b\u3088\u308a symlink \u3092\u8cbc\u308b\u65b9\u304c\u697d\u306a\u3053\u3068\u304c\u591a\u3044\u6c17\u3082\u3057\u307e\u3059.)<\/p>\n
$<\/span> cp<\/span> .\/target.release\/librust2python.so .\/rust2python.so\r\n<\/code><\/pre>\n
\u3053\u308c\u3067\u3081\u3067\u305f\u304f Rust \u88fd\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u547c\u3073\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f.<\/p>\n
$<\/span> python3\r\nPython 3.7.2 (default, Jan 24 2019, 15:36:28)\r\n[GCC 6.3.0 20170516] on linux\r\nType \"help\", \"copyright\", \"credits\" or \"license\" for more information.\r\n<\/span>><\/span>>><\/span> import rust2python\r\n><\/span>>><\/span> \r\n><\/span>>><\/span> rust2python.hello()<\/span>\r\nHello, world!\r\n<\/span>><\/span>>><\/span> rust2python.pi_times(<\/span>4)<\/span>\r\n[0.0, 3.141592653589793, 6.283185307179586, 9.42477796076938]\r\n<\/span><\/code><\/pre>\n
\u95a2\u9023\u9805\u76ee<\/h1>\n
PyO3 \u306b\u95a2\u3059\u308b\u3088\u308a\u8a73\u7d30\u306a\u60c5\u5831\u304c\u5fc5\u8981\u306a\u5834\u5408, \u30e6\u30fc\u30b6\u30fc\u30ac\u30a4\u30c9 \u3092\u8aad\u3093\u3067\u304f\u3060\u3055\u3044. \u306a\u304a \u3053\u3061\u3089\u306e\u8a18\u4e8b \u306f\u4f9d\u5b58\u30af\u30ec\u30fc\u30c8\u306a\u3057\u3067\u540c\u3058\u3053\u3068\u3092\u8a66\u307f\u3066\u3044\u307e\u3059.<\/p>\n
\u8ffd\u8a18 (2019-07-24) \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u4f5c\u6210\u306b\u95a2\u3059\u308b \u7d9a\u7de8 \u66f8\u304d\u307e\u3057\u305f.<\/p>\n","protected":false},"excerpt":{"rendered":"
\u306f\u3058\u3081\u306b Rust, \u901f\u3044\u3057\u66f8\u304d\u3084\u3059\u3044\u3057\u6700\u9ad8\u3067\u3059\u3088\u306d? \u3067\u3082\u666e\u6bb5\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u308a\u89e3\u6790\u3057\u305f\u308a\u3059\u308b\u306b\u306f Py […]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45083","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/45083-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b Rust, \u901f\u3044\u3057\u66f8\u304d\u3084\u3059\u3044\u3057\u6700\u9ad8\u3067\u3059\u3088\u306d? 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