{"id":35866,"date":"2023-07-07T16:17:41","date_gmt":"2023-04-12T16:10:40","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/google-cloud-functionspython%e3%81%8b%e3%82%89google-kubernetes-enginegke%e3%81%ae%e3%82%b8%e3%83%a7%e3%83%96%e3%82%92%e7%99%bb%e9%8c%b2%e3%81%99%e3%82%8b\/"},"modified":"2024-04-30T12:28:00","modified_gmt":"2024-04-30T04:28:00","slug":"google-cloud-functionspython%e3%81%8b%e3%82%89google-kubernetes-enginegke%e3%81%ae%e3%82%b8%e3%83%a7%e3%83%96%e3%82%92%e7%99%bb%e9%8c%b2%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/google-cloud-functionspython%e3%81%8b%e3%82%89google-kubernetes-enginegke%e3%81%ae%e3%82%b8%e3%83%a7%e3%83%96%e3%82%92%e7%99%bb%e9%8c%b2%e3%81%99%e3%82%8b\/","title":{"rendered":"Google Cloud Functions(Python)\u304b\u3089Google Kubernetes Engine(GKE)\u306e\u30b8\u30e7\u30d6\u3092\u767b\u9332\u3059\u308b"},"content":{"rendered":"<h2>\u7b80\u8ff0<\/h2>\n<p>Google Kubernetes Engine(GKE)\u3067\u30d0\u30c3\u30c1\u30b8\u30e7\u30d6\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u304c\u3001Cloud Functions\u304b\u3089\u30b8\u30e7\u30d6\u5b9f\u884c\u3067\u304d\u305f\u3089Cloud Storage\u306a\u3069\u306e\u30a4\u30d9\u30f3\u30c8\u3092\u30c8\u30ea\u30ac\u30fc\u306b\u3067\u304d\u3066\u6357\u308b\u306a\u3041\u3068\u601d\u3044\u3064\u3044\u3066\u5b9f\u969b\u306b\u53ef\u80fd\u304b\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u8bf7\u53c2\u8003\u4ee5\u4e0b\u5185\u5bb9\u5173\u4e8eGKE\u4f5c\u4e1a\u7684\u6267\u884c\u3002<\/p>\n<p>\u4f7f\u7528GKE\u6267\u884c\u6279\u5904\u7406\u4f5c\u4e1a\u3002<\/p>\n<h2>\u524d\u63d0 t\u00ed) &#8211; premise<\/h2>\n<p>\u8bf7\u53c2\u8003\u4e0b\u5217\u6587\u7ae0\u7684\u73af\u5883\u8bbe\u7f6e\u3002<br \/>\n\u5b9e\u9645\u8fdb\u884c\u73af\u5883\u5efa\u8bbe\u65f6\uff0c\u8bf7\u4e00\u540c\u53c2\u8003\u3002<\/p>\n<p>Google Kubernetes Engine\u3067Unity ML-Agents\u3092\u52d5\u304b\u3057\u3066\u307f\u308b(V0.5.0\u5bfe\u5fdc)<br \/>\nhttps:\/\/qiita.com\/kai_kou\/items\/3a4d860f8353ff1b3110<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ed\u30fc\u30ab\u30eb\u306bDocker\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ed\u30fc\u30ab\u30eb\u306bgcloud\u3001kubectl \u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">GKE\u3067\u30af\u30e9\u30b9\u30bf\u4f5c\u6210\u6e08\u307f<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b8\u30e7\u30d6\u5b9f\u884c\u3059\u308bDocker\u30a4\u30e1\u30fc\u30b8\u304cGoogle Container Registry\u306bPUSH\u6e08\u307f<\/ul>\n<h2>\u5b9e\u73b0Cloud Functions\u51fd\u6570<\/h2>\n<p>\u51c6\u5907\u8981\u90e8\u7f72\u5230Cloud Functions\u7684\u6587\u4ef6\u3002<\/p>\n<p>\u4e3a\u4e86\u4ecePython\u6ce8\u518cKubernetes\u4f5c\u4e1a\uff0c\u6211\u4f7f\u7528\u4e86\u5b98\u65b9\u7684\u5ba2\u6237\u7aef\u5e93\u3002<\/p>\n<p>kubernetes\u5ba2\u6237\u7aef\/Python<br \/>\nhttps:\/\/github.com\/kubernetes-client\/python<\/p>\n<p>kubernetes\u306eClient Library\u304c\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>kubernetes\r\n<\/code><\/pre>\n<p>\u6211\u5011\u5c07\u6240\u9700\u7684GKE\u4f5c\u696d\u8a3b\u518a\u8cc7\u8a0a\u6e96\u5099\u70baYaml\u6a94\u6848\u3002<br \/>\n\u5167\u5bb9\u5c07\u91cd\u8907\u4f7f\u7528\u524d\u4e00\u7bc7\u6587\u7ae0\u4e2d\u7684\u5167\u5bb9\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">apiVersion<\/span><span class=\"pi\">:<\/span> <span class=\"s\">batch\/v1<\/span>\r\n<span class=\"na\">kind<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Job<\/span>\r\n<span class=\"na\">metadata<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">GKE\u30af\u30e9\u30b9\u30bf\u306epod\u540d(\u4efb\u610f)<\/span>\r\n<span class=\"na\">spec<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">template<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">spec<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">containers<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">unity-ml-agents-on-gke<\/span>\r\n        <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">gcr.io\/[GCP\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8ID]\/unity_ml_agents_on_gke:latest<\/span>\r\n        <span class=\"na\">command<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span><span class=\"s2\">\"<\/span><span class=\"s\">mlagents-learn\"<\/span><span class=\"pi\">,<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">trainer_config.yaml\"<\/span><span class=\"pi\">,<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">--env\"<\/span><span class=\"pi\">,<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">3DBall\"<\/span><span class=\"pi\">,<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">--train\"<\/span><span class=\"pi\">]<\/span>\r\n      <span class=\"na\">restartPolicy<\/span><span class=\"pi\">:<\/span> <span class=\"s\">OnFailure<\/span>\r\n<\/code><\/pre>\n<p>\u4e3a\u4e86\u80fd\u591f\u8bbf\u95eeGKE\u96c6\u7fa4\uff0c\u6211\u4eec\u8981\u51c6\u5907\u4e00\u4e2aconfig\u6587\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"o\">&gt;<\/span> gcloud container clusters get-credentials <span class=\"o\">[<\/span>GKE\u306e\u30af\u30e9\u30b9\u30bf\u540d]\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u30b3\u30de\u30f3\u30c9\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3078\u306e\u63a5\u7d9a\u60c5\u5831\u304c~\/.kube\/config \u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002<br \/>\n\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u3092Cloud Functions\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u969b\u306b\u542b\u3081\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u30b8\u30e7\u30d6\u767b\u9332\u306a\u3069\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u3044\u308b\u3068\u3001\u30d5\u30a1\u30a4\u30eb\u306baccess-token \u3001expiry \u304c\u542b\u307e\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5982\u679c\u5728Cloud Functions\u4e0a\u8fd0\u884c\uff0c\u8bbf\u95eeGKE\u6240\u9700\u7684\u8bbf\u95ee\u4ee4\u724c\u5c06\u5f15\u7528Cloud Functions\u7684\u9ed8\u8ba4\u670d\u52a1\u5e10\u6237\uff0c\u56e0\u6b64\u65e0\u9700\u521b\u5efa\u81ea\u5b9a\u4e49\u670d\u52a1\u5e10\u6237\u3002<\/p>\n<p>\u4e0d\u5fc5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4fdd\u7559access-token\u548cexpiry\uff0c\u53ef\u4ee5\u9010\u884c\u5220\u9664\u800c\u4e0d\u4f1a\u6709\u95ee\u9898\u3002<\/p>\n<p>\u5728\u670d\u52a1\u5668\u4e4b\u95f4\u914d\u7f6e\u751f\u4ea7\u73af\u5883\u5e94\u7528\u7a0b\u5e8f\u7684\u8eab\u4efd\u9a8c\u8bc1\u8bbe\u7f6e<br \/>\nhttps:\/\/cloud.google.com\/docs\/authentication\/production#auth-cloud-implicit-python<\/p>\n<p>\u5728\u5b9e\u9645\u8fd0\u8425\u4e2d\uff0c\u4e3a\u4e86\u4fdd\u62a4\u914d\u7f6e\u6587\u4ef6\u4e2d\u5305\u542b\u7684\u96c6\u7fa4IP\u5730\u5740\u7b49\u4fe1\u606f\uff0c\u53ef\u4ee5\u4f7f\u7528Cloud KMS\u7b49\u5de5\u5177\u5bf9\u6587\u4ef6\u8fdb\u884c\u52a0\u5bc6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"o\">&gt;<\/span> <span class=\"nb\">cp<\/span> ~\/.kube\/config <span class=\"nb\">.<\/span>\r\n<\/code><\/pre>\n<p>\u8fd9\u662f\u5728 Cloud Functions \u4e0a\u6267\u884c\u7684\u6e90\u4ee3\u7801\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">os<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">kubernetes<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">client<\/span><span class=\"p\">,<\/span> <span class=\"n\">config<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">subprocess<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">yaml<\/span>\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">create_gke_job<\/span><span class=\"p\">(<\/span><span class=\"n\">request<\/span><span class=\"p\">):<\/span>\r\n\r\n  <span class=\"n\">subprocess<\/span><span class=\"p\">.<\/span><span class=\"n\">check_output<\/span><span class=\"p\">([<\/span><span class=\"s\">'cp'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'.\/config'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'\/tmp\/config'<\/span><span class=\"p\">])<\/span>\r\n  <span class=\"n\">config<\/span><span class=\"p\">.<\/span><span class=\"n\">load_kube_config<\/span><span class=\"p\">(<\/span><span class=\"s\">'\/tmp\/config'<\/span><span class=\"p\">)<\/span>\r\n\r\n  <span class=\"k\">with<\/span> <span class=\"nb\">open<\/span><span class=\"p\">(<\/span><span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"n\">path<\/span><span class=\"p\">.<\/span><span class=\"n\">join<\/span><span class=\"p\">(<\/span><span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"n\">path<\/span><span class=\"p\">.<\/span><span class=\"n\">dirname<\/span><span class=\"p\">(<\/span><span class=\"n\">__file__<\/span><span class=\"p\">),<\/span> <span class=\"s\">\".\/job.yaml\"<\/span><span class=\"p\">))<\/span> <span class=\"k\">as<\/span> <span class=\"n\">f<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"n\">dep<\/span> <span class=\"o\">=<\/span> <span class=\"n\">yaml<\/span><span class=\"p\">.<\/span><span class=\"n\">load<\/span><span class=\"p\">(<\/span><span class=\"n\">f<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"n\">k8s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">client<\/span><span class=\"p\">.<\/span><span class=\"n\">BatchV1Api<\/span><span class=\"p\">()<\/span>\r\n    <span class=\"n\">resp<\/span> <span class=\"o\">=<\/span> <span class=\"n\">k8s<\/span><span class=\"p\">.<\/span><span class=\"n\">create_namespaced_job<\/span><span class=\"p\">(<\/span><span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"n\">dep<\/span><span class=\"p\">,<\/span> <span class=\"n\">namespace<\/span><span class=\"o\">=<\/span><span class=\"s\">\"default\"<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"s\">\"Deployment created. status='%s'\"<\/span> <span class=\"o\">%<\/span> <span class=\"nb\">str<\/span><span class=\"p\">(<\/span><span class=\"n\">resp<\/span><span class=\"p\">.<\/span><span class=\"n\">status<\/span><span class=\"p\">))<\/span>\r\n<\/code><\/pre>\n<p>\u603b\u7ed3\u5982\u4e0b\uff0c\u5728\u4f7f\u7528kubernetes\u7684load_kube_config\u65b9\u6cd5\u8c03\u7528\u914d\u7f6e\u6587\u4ef6\u65f6\uff0c\u4e0d\u4ec5\u4f1a\u52a0\u8f7d\u6587\u4ef6\uff0c\u8fd8\u4f1a\u5bf9\u8bbf\u95ee\u4ee4\u724c\u7b49\u8fdb\u884c\u8ffd\u52a0\uff0c\u56e0\u6b64\u9700\u8981\u5c06\u5176\u590d\u5236\u5230\/tmp\u6587\u4ef6\u5939\u4e2d\uff0c\u4ee5\u4fbf\u8fdb\u884c\u5199\u5165\u3002<\/p>\n<p>\u4e3a\u4e86\u786e\u4fdd\u5728 job.yaml \u6587\u4ef6\u4e2d\u5b9a\u4e49\u7684 metadata.name \u662f\u552f\u4e00\u7684\uff0c\u56e0\u6b64\u5728\u5f53\u524d\u5b9e\u73b0\u4e2d\uff0c\u5982\u679c\u591a\u6b21\u6267\u884c\u51fd\u6570\uff0c\u5c06\u4f1a\u5bfc\u81f4\u51fa\u73b0\u91cd\u590d\u7684 pod \u540d\u79f0\u9519\u8bef\u3002\u56e0\u6b64\uff0c\u5728 yaml.load \u4e4b\u540e\u9700\u8981\u8fdb\u884c\u4fee\u6539\u3002<\/p>\n<p>kubernetes\u306eClient Library\u306b\u3064\u3044\u3066\u306f\u3001API\u304c\u591a\u304f\u3066\u3001\u3069\u306eAPI\u3092\u5229\u7528\u3059\u308c\u3070\u3088\u3044\u306e\u304b(\u975e\u5e38\u306b)\u308f\u304b\u308a\u306b\u304f\u3044\u3067\u3059\u304c\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u3057\u3063\u304b\u308a\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u63a2\u305b\u3070\u5927\u62b5\u306e\u3053\u3068\u306f\u308f\u304b\u308b\u3063\u307d\u3044\u3067\u3059(\u672a\u78ba\u8a8d)<\/p>\n<p>python\/kubernetes\/README.md<br \/>\nhttps:\/\/github.com\/kubernetes-client\/python\/blob\/master\/kubernetes\/README.md<\/p>\n<p>\u3042\u3068\u306fCloud Functions\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u826f\u3057\u306a\u306b\u3002<br \/>\n\u4eca\u56de\u306f\u95a2\u6570\u304c\u5b9f\u884c\u3067\u304d\u305f\u3089\u826f\u3044\u3060\u3051\u306e\u3067\u3001\u30c8\u30ea\u30ac\u3092&#8211;trigger-http \u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"o\">&gt;<\/span> gcloud functions deploy create_gke_job <span class=\"nt\">--trigger-http<\/span> <span class=\"nt\">--runtime<\/span><span class=\"o\">=<\/span>python37\r\n<\/code><\/pre>\n<p>\u203b\u3044\u3064\u306e\u307e\u306b\u304bgcloud functions \u30b3\u30de\u30f3\u30c9\u3067\u3001&#8211;runtime=python37 \u306e\u6307\u5b9a\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002(Google Cloud SDK 216.0.0)<\/p>\n<h2>\u53c2\u8003<\/h2>\n<p>\u4f7f\u7528GKE\u6267\u884c\u6279\u5904\u7406\u4f5c\u4e1a\u3002<\/p>\n<p>\u5c1d\u8bd5\u5728Google Kubernetes Engine\u4e0a\u8fd0\u884cUnity ML-Agents\uff08\u517c\u5bb9V0.5.0\u7248\u672c\uff09<br \/>\nhttps:\/\/qiita.com\/kai_kou\/items\/3a4d860f8353ff1b3110<\/p>\n<p>Kubernetes\u5ba2\u6237\u7aef\/Python<br \/>\nhttps:\/\/github.com\/kubernetes-client\/python<\/p>\n<p>python\/kubernetes\/README.md<br \/>\nhttps:\/\/github.com\/kubernetes-client\/python\/blob\/master\/kubernetes\/README.md<\/p>\n<p>Python\/kubernetes\/README.md<br \/>\nhttps:\/\/github.com\/kubernetes-client\/python\/blob\/master\/kubernetes\/README.md<\/p>\n<p>Python\/kubernetes\/README.md<br \/>\nhttps:\/\/github.com\/kubernetes-client\/python\/blob\/master\/kubernetes\/README.md<\/p>\n<p>\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528\u7a0b\u5e8f\u4e0a\u8fdb\u884c\u670d\u52a1\u5668\u4e4b\u95f4\u7684\u8ba4\u8bc1\u8bbe\u7f6e\u3002<br \/>\nhttps:\/\/cloud.google.com\/docs\/authentication\/production#auth-cloud-implicit-python<\/p>\n<p>\u4e91\u51fd\u6570\u4e2d\u4f7f\u7528Python\u7684\u6587\u7ae0\u603b\u7ed3<br \/>\nhttps:\/\/qiita.com\/kai_kou\/items\/2f65db5305ba280ad81e<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b80\u8ff0 Google Kubernetes Engine(GKE)\u3067\u30d0\u30c3\u30c1\u30b8\u30e7\u30d6\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u304c\u3001 [&hellip;]<\/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-35866","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Google Cloud Functions(Python)\u304b\u3089Google Kubernetes Engine(GKE)\u306e\u30b8\u30e7\u30d6\u3092\u767b\u9332\u3059\u308b - 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\/google-cloud-functionspython\u304b\u3089google-kubernetes-enginegke\u306e\u30b8\u30e7\u30d6\u3092\u767b\u9332\u3059\u308b\/\" \/>\n<meta property=\"og:locale\" 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