{"id":45545,"date":"2023-12-06T12:33:13","date_gmt":"2022-12-10T09:03:47","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/"},"modified":"2024-05-04T12:22:31","modified_gmt":"2024-05-04T04:22:31","slug":"45545-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/","title":{"rendered":""},"content":{"rendered":"

\u6982\u8981<\/h2>\n

1.\u3000Pyhton\u3067\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u307e\u3067\u66f8\u3044\u3066\u3042\u308b\u306e\u306f\u901f\u5ea6\u9762\u3067\u306f\u597d\u307e\u3057\u304f\u306a\u3044\u306a\u301c
\n2.\u3000\u3088\u3057\u3001C, C++\u3042\u305f\u308a\u3067\u66f8\u3044\u3066\u3042\u308b\u3082\u306e\u3092\u63a2\u3057\u3066\u3001\u305d\u308c\u3092Python\u304b\u3089\u547c\u3093\u3067\u9ad8\u901f\u5316\u3057\u3088\u3046\u3002
\n3.\u3000\u306a\u304b\u306a\u304b\u3044\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u898b\u3064\u304b\u3089\u3093\u306a\u3001
\n4.\u3000\u304a\u3063\u3001Rust\u3066\u3044\u3046\u8a00\u8a9e\u3067\u66f8\u304b\u308c\u3066\u308b\u306e\u306a\u3089\u3042\u3063\u305f\u305e
\n5.\u3000Rust\u3066Python\u304b\u3089\u547c\u3079\u3093\u306e\u304b\uff1f\uff1f<\/p>\n

\u3053\u308c\u306f\u3001Python\u304b\u3089Rust\u3092\u547c\u3093\u3067\u9ad8\u901f\u5316\uff01 PyO3 \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\uff1a\u7c21\u5358\u306a\u95a2\u6570\u3092\u30e9\u30c3\u30d7\u3059\u308b\u3000\u305d\u306e\u2781<\/p>\n

\u306e\u7d9a\u304d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u76ee\u6a19<\/h2>\n

Rust\u306e\u30af\u30e9\u30b9\uff08struct + method\uff09\u3092\u5b9a\u7fa9\u3057\u3001\u305d\u308c\u3092Python\u304b\u3089\u547c\u3076
\n\u3053\u3068\u3092\u76ee\u6a19\u306b\u3057\u307e\u3059\u3002<\/p>\n

\u4eca\u56de\u306f\u3001\u30af\u30e9\u30b9\u306e\u30d1\u30fc\u30b9\u306e\u4ed5\u65b9\u3068\u3001getter, setter\u306ePyO3\u7d4c\u7531\u3067\u306e\u547c\u3073\u65b9\u307e\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n

\u624b\u9806<\/h2>\n

\u524d\u56decargo new –lib example\u3067\u4f5c\u3063\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002
\n\u65b0\u3057\u304f\u4f5c\u3063\u3066\u3082\u3082\u3061\u308d\u3093\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n

\u30af\u30e9\u30b9\u306e\u5ba3\u8a00<\/h3>\n

lib.rs \u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002<\/p>\n

\r\n\/\/lib.rs<\/span>\r\n\r\nuse<\/span> pyo3<\/span>::<\/span>prelude<\/span>::<\/span>*<\/span>;<\/span>\r\n\/\/ ======================RUST CLASS TO PYTHON ======================================<\/span>\r\n\/\/\/ Class for demonstration<\/span>\r\n\/\/ this class, MyClass can be called from python<\/span>\r\n#[pyclass(module<\/span> =<\/span> \"my_class\"<\/span>)]<\/span>\r\nstruct<\/span> MyClass<\/span> {<\/span>\r\n   num<\/span>:<\/span> i32<\/span>,<\/span>\r\n   debug<\/span>:<\/span> bool<\/span>,<\/span>\r\n}<\/span>\r\n\r\n<\/code><\/pre>\n
\u3053\u3053\u3067\u3001<\/p>\n
\r\n#[pyclass(module<\/span> =<\/span> \"my_class\"<\/span>)]<\/span>\r\n<\/code><\/pre>\n
\u306b\u3088\u308a\u3001PyO3\u3092\u7d4c\u7531\u3057\u3066Python\u304b\u3089\u547c\u3079\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002(module = “my_class”)\u306f\u304a\u307e\u3058\u306a\u3044\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3057\u305f\u304c\u3001\u3042\u307e\u308a\u610f\u5473\u304c\u308f\u304b\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u3059\u307f\u307e\u305b\u3093\u3002<\/p>\n
\u3053\u3053\u3067\u3001MyClass\u306fStruct\u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u3001\u30d7\u30ed\u30d1\u30c6\u30a3\u3068\u3057\u3066
\nnum: i32 \u3068\u3000debug: bool\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u307e\u305a\u3001\u3053\u306e\u30af\u30e9\u30b9\u3092Python\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u547c\u3079\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3001\u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u3092\u66f8\u304d\u307e\u3059\u3002<\/p>\n
\r\n#[pymethods]<\/span>\r\nimpl<\/span> MyClass<\/span>{<\/span>\r\n    #[new]<\/span>\r\n    fn<\/span> new<\/span>(<\/span>num<\/span>:<\/span>i32<\/span>,<\/span> debug<\/span>:<\/span>bool<\/span>)<\/span> -><\/span> Self<\/span>{<\/span>\r\n        MyClass<\/span>{<\/span>\r\n            num<\/span>:<\/span> num<\/span>,<\/span>\r\n            debug<\/span>:<\/span> debug<\/span>\r\n        }<\/span>\r\n    }<\/span>\r\n<\/code><\/pre>\n
\u3053\u3053\u3067\u3001impl\u306e\u4e0a\u306b<\/p>\n
#[pymethods]<\/span>\r\n<\/code><\/pre>\n
\u3068\u5ba3\u8a00\uff08\u30c7\u30b3\u30ec\u30fc\u30c8\uff1f\uff09\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3001
\n\u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u3092\u793a\u3059fn new(num:i32, debug:bool)\u306e\u4e0a\u306b\u3082<\/p>\n
#[new]<\/span>\r\n<\/code><\/pre>\n
\u3068\u5ba3\u8a00\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3001\u306b\u6ce8\u610f\u3057\u307e\u3059\u3002<\/p>\n
\u30af\u30e9\u30b9\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u3078\u306e\u8ffd\u52a0<\/h3>\n
\u3053\u308c\u3092\u3001\u4ee5\u524d\u306e\u95a2\u6570\u306e\u3088\u3046\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n
\r\n\/\/lib.rs<\/span>\r\n\r\nuse<\/span> pyo3<\/span>::{<\/span>wrap_pyfunction<\/span>};<\/span>\r\n\/\/ =================CREATING MODULE FOR PYTHON=========================<\/span>\r\n\/\/\/ This module is a python module implemented in Rust.<\/span>\r\n#[pymodule]<\/span>\r\nfn<\/span> test_library<\/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>get_prime_numbers<\/span>))<\/span>?<\/span>;<\/span>\r\n    m<\/span>.add_class<\/span>::<\/span><<\/span>MyClass<\/span>><\/span>()<\/span>?<\/span>;<\/span>\r\n\r\n    Ok<\/span>(())<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u3053\u3053\u3067\u3001<\/p>\n
m<\/span>.add_class<\/span>::<\/span><<\/span>MyClass<\/span>><\/span>()<\/span>?<\/span>;<\/span>\r\n<\/code><\/pre>\n
\u306e\u884c\u3067MyClass\u3092\u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u8ffd\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
getter, setter \u306e\u8ffd\u52a0<\/h3>\n
\u4eca\u56de\u306f\u3001\u30af\u30e9\u30b9\u306e\u5ba3\u8a00\u306b\u52a0\u3048\u3066\u3001\u30d7\u30ed\u30d1\u30c6\u30a3\u306egetter, setter\u306b\u95a2\u3057\u3066\u3082Python\u304b\u3089\u547c\u3079\u308b\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002<\/p>\n
\/\/lib.rs<\/span>\r\n\r\n#[pymethods]<\/span>\r\nimpl<\/span> MyClass<\/span>{<\/span>\r\n    #[new]<\/span>\r\n    fn<\/span> new<\/span>(<\/span>num<\/span>:<\/span>i32<\/span>,<\/span> debug<\/span>:<\/span>bool<\/span>)<\/span> -><\/span> Self<\/span>{<\/span>\r\n        MyClass<\/span>{<\/span>\r\n            num<\/span>:<\/span> num<\/span>,<\/span>\r\n            debug<\/span>:<\/span> debug<\/span>\r\n        }<\/span>\r\n    }<\/span>\r\n\r\n    #[getter]<\/span>\r\n    fn<\/span> get_num<\/span>(<\/span>&<\/span>self<\/span>)<\/span> -><\/span> PyResult<\/span><<\/span>i32<\/span>><\/span>{<\/span>\r\n        Ok<\/span>(<\/span>self<\/span>.num<\/span>)<\/span>\r\n    }<\/span>\r\n\r\n    #[setter]<\/span>\r\n    fn<\/span> set_num<\/span>(<\/span>&<\/span>mut<\/span> self<\/span>,<\/span> num<\/span>:<\/span> i32<\/span>)<\/span> -><\/span> PyResult<\/span><<\/span>()<\/span>><\/span>{<\/span>\r\n        self<\/span>.num<\/span> =<\/span> num<\/span>;<\/span>\r\n        Ok<\/span>(())<\/span>\r\n    }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u3053\u306e\u3088\u3046\u306b\u3001#[getter], #[setter]\u306e\u30c7\u30b3\u30ec\u30fc\u30bf\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001PyO3\u7d4c\u7531\u3067Python\u304b\u3089getter, setter\u3082\u547c\u3079\u307e\u3059\u3002<\/p>\n
\u4eca\u56de\u306f\u30d7\u30ed\u30d1\u30c6\u30a3\u3067\u3042\u308bnum\u306b\u3064\u3044\u3066\u3060\u3051\u66f8\u304d\u307e\u3057\u305f\u3002
\ngetter\u306e\u8fd4\u308a\u5024\u306b\u95a2\u3057\u3066\u306f\u3001num\u306e\u578b\u304ci32\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001Python\u5074\u306fPyResult\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002
\nsetter\u306e\u8fd4\u308a\u5024\u306f\u306a\u3044\u306e\u3067\u3001PyResult<()>\u3068\u66f8\u3051\u307e\u3059\u3002<\/p>\n
\u3069\u3061\u3089\u3082Python\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u5f15\u304d\u6e21\u3059\u6642\u306f\u3001<\/p>\n
\r\nOk<\/span>(<\/span>self<\/span>.num<\/span>)<\/span>\r\n\r\nOk<\/span>(())<\/span>\r\n<\/code><\/pre>\n
\u3092\u4f7f\u3063\u3066\u5f15\u304d\u6e21\u3059\u3053\u3068\u306f\u524d\u56de\u3068\u540c\u3058\u3067\u3059\u3002<\/p>\n
setup.py \u3092\u4f7f\u3063\u3066\u30b3\u30f3\u30d1\u30a4\u30eb<\/h3>\n
setup.py, Cargo.toml \u306b\u95a2\u3057\u3066\u306f\u524d\u56de\u3068\u540c\u3058\u3082\u306e\u3067\u3059\u304c\u3001\u5ff5\u306e\u305f\u3081\u66f8\u3044\u3066\u304a\u304f\u3068\u3001<\/p>\n
[package]<\/span>\r\nname<\/span> =<\/span> \"test\"<\/span>\r\nversion<\/span> =<\/span> \"0.1.0\"<\/span>\r\nedition<\/span> =<\/span> \"2018\"<\/span>\r\n\r\n[lib]<\/span>\r\nname<\/span> =<\/span> \"test_library\"<\/span>\r\ncrate-type<\/span> =<\/span> [\"cdylib\"]<\/span>\r\n\r\n[dependencies.pyo3]<\/span>\r\nversion<\/span> =<\/span> \"0.9.1\"<\/span>\r\nfeatures<\/span> =<\/span> [\"extension-module\"]<\/span>\r\n<\/code><\/pre>\n
from<\/span> setuptools<\/span> import<\/span> setup<\/span>\r\nfrom<\/span> setuptools_rust<\/span> import<\/span> Binding<\/span>,<\/span> RustExtension<\/span>\r\n\r\nsetup<\/span>(<\/span>name<\/span>=<\/span>'ope_rust'<\/span>,<\/span>\r\n        version<\/span>=<\/span>'0.1'<\/span>,<\/span>\r\n        rust_extensions<\/span>=<\/span>[<\/span>\r\n            RustExtension<\/span>(<\/span>'ope_rust'<\/span>,<\/span> 'Cargo.toml'<\/span>,<\/span>\r\n                binding<\/span>=<\/span>Binding<\/span>.<\/span>PyO3<\/span>)],<\/span>\r\n            zip_safe<\/span>=<\/span>False<\/span>)<\/span>\r\n\r\n<\/code><\/pre>\n
\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
python setup.py install<\/span>\r\n<\/code><\/pre>\n
\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u30c6\u30b9\u30c8\u5b9f\u884c<\/h3>\n
\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c6\u30b9\u30c8\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001<\/p>\n
import<\/span> test_library<\/span> \r\n\r\nif<\/span> __name__<\/span>  ==<\/span> \"__main__\"<\/span>:<\/span>\r\n    # Testing class\r\n<\/span>    print<\/span>(<\/span>\"<\/span>\\n<\/span>test for class\"<\/span>)<\/span>\r\n    num<\/span> =<\/span> 2<\/span>\r\n    debug<\/span> =<\/span> True<\/span>\r\n    test<\/span> =<\/span> test_library<\/span>.<\/span>MyClass<\/span>(<\/span>num<\/span>=<\/span>num<\/span>,<\/span> debug<\/span>=<\/span>debug<\/span>)<\/span>\r\n\r\n    print<\/span>(<\/span>test<\/span>.<\/span>num<\/span>)<\/span> # getter test\r\n<\/span>    test<\/span>.<\/span>num<\/span> =<\/span> 4<\/span>    # setter test\r\n<\/span>    print<\/span>(<\/span>test<\/span>.<\/span>num<\/span>)<\/span>\r\n<\/code><\/pre>\n
$ <\/span>python test.py\r\n\r\ntest <\/span>for <\/span>class\r\n2\r\n4\r\n<\/code><\/pre>\n
\u3068\u306a\u308a\u3001\u78ba\u304b\u306b\u30af\u30e9\u30b9\u3092\u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30c8\u3067\u304d\u3001\u30d7\u30ed\u30d1\u30c6\u30a3\u306eget,set\u304c\u5b9f\u884c\u3067\u304d\u305f\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n
\u307e\u3068\u3081<\/h2>\n
\u76ee\u6a19\u306f\u3001
\nRust\u306e\u30af\u30e9\u30b9\uff08struct + method\uff09\u3092\u5b9a\u7fa9\u3057\u3001\u305d\u308c\u3092Python\u304b\u3089\u547c\u3076
\n\u3067\u3057\u305f\u304c\u3001
\n\u4eca\u56de\u3067Rust\u3067\u66f8\u304b\u308c\u305f\u30af\u30e9\u30b9\u3092Python\u304b\u3089\u547c\u3076\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n
\u30af\u30e9\u30b9\u306e\u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u304a\u3088\u3073\u3001\u30d7\u30ed\u30d1\u30c6\u30a3\u306egetter,setter\u3082Python\u304b\u3089PyO3\u7d4c\u7531\u3067\u547c\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n
\u6b21\u56de\u306f\u3001\u30af\u30e9\u30b9\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u3044\u304f\u3064\u304b\u8ffd\u52a0\u3057\u3066\u3001\u8272\u3005\u306a\u578b\u5909\u63db\u3092\u89e3\u8aac\u3067\u304d\u305f\u3089\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n
\u4eca\u56de\u306f\u3053\u306e\u8fba\u3067\u3002<\/p>\n
\u304a\u308f\u308a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u6982\u8981 1.\u3000Pyhton\u3067\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u307e\u3067\u66f8\u3044\u3066\u3042\u308b\u306e\u306f\u901f\u5ea6\u9762\u3067\u306f\u597d\u307e\u3057\u304f\u306a\u3044\u306a\u301c 2.\u3000\u3088\u3057\u3001C, C++\u3042 […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45545","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\/45545-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u6982\u8981 1.\u3000Pyhton\u3067\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u307e\u3067\u66f8\u3044\u3066\u3042\u308b\u306e\u306f\u901f\u5ea6\u9762\u3067\u306f\u597d\u307e\u3057\u304f\u306a\u3044\u306a\u301c 2.\u3000\u3088\u3057\u3001C, C++\u3042 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-10T09:03:47+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-04T04:22:31+00:00\" \/>\n<meta name=\"author\" content=\"\u97f5, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u97f5, \u79d1\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/\",\"name\":\"- Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2022-12-10T09:03:47+00:00\",\"dateModified\":\"2024-05-04T04:22:31+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e\",\"name\":\"\u97f5, \u79d1\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g\",\"caption\":\"\u97f5, \u79d1\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/yunke\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"- Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/","og_locale":"zh_CN","og_type":"article","og_description":"\u6982\u8981 1.\u3000Pyhton\u3067\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u307e\u3067\u66f8\u3044\u3066\u3042\u308b\u306e\u306f\u901f\u5ea6\u9762\u3067\u306f\u597d\u307e\u3057\u304f\u306a\u3044\u306a\u301c 2.\u3000\u3088\u3057\u3001C, C++\u3042 […]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2022-12-10T09:03:47+00:00","article_modified_time":"2024-05-04T04:22:31+00:00","author":"\u97f5, \u79d1","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u97f5, \u79d1","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/","name":"- Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2022-12-10T09:03:47+00:00","dateModified":"2024-05-04T04:22:31+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/"]}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e","name":"\u97f5, \u79d1","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g","caption":"\u97f5, \u79d1"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/yunke\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/45545-2\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/45545","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=45545"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/45545\/revisions"}],"predecessor-version":[{"id":98292,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/45545\/revisions\/98292"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=45545"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=45545"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=45545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}