{"id":7583,"date":"2026-08-05T01:35:52","date_gmt":"2026-08-04T17:35:52","guid":{"rendered":"https:\/\/i007.cc\/wordpress\/?p=7583"},"modified":"2026-08-05T01:35:52","modified_gmt":"2026-08-04T17:35:52","slug":"%e8%8b%b9%e6%9e%9c-%e7%89%b9%e6%96%af%e6%8b%89-%e5%85%b1%e5%90%8c%e7%9f%ad%e6%9d%bf%e5%bf%ab%e9%80%9f%e6%81%b6%e8%a1%a5%e8%ae%a1%e5%88%92","status":"publish","type":"post","link":"https:\/\/i007.cc\/wordpress\/archives\/7583","title":{"rendered":"\u82f9\u679c &#038; \u7279\u65af\u62c9 \u5171\u540c\u77ed\u677f\u5feb\u901f\u6076\u8865\u8ba1\u5212"},"content":{"rendered":"<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">\u4e24\u4e2a\u5c97\u4f4d\u7684\u5dee\u8ddd\u96c6\u4e2d\u5728\u540c\u4e00\u4e2a\u77e5\u8bc6\u57df\uff1a<strong>\u4e91\u539f\u751f\u5de5\u7a0b\u5e08\u6280\u80fd\u6808<\/strong>\u3002\u4f60\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u601d\u7ef4\u548c Linux \u5e95\u5b50\u662f\u5f3a\u9879\uff0c\u7f3a\u7684\u662f\u5de5\u5177\u94fe\u548c\u8bed\u8a00\u7684\u5177\u4f53\u5b9e\u8df5\u3002<\/p>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h3 class=\"mt-3 -mb-1 text-[1.125rem] font-bold\" dir=\"ltr\">\u4e00\u3001Python\uff08\u4f18\u5148\u7ea7\uff1a\u6700\u9ad8\uff09<\/h3>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">\u4e24\u4e2a JD \u90fd\u628a Python \u5217\u4e3a\u9996\u9009\u8bed\u8a00\u3002\u4f60\u4e0d\u9700\u8981\u7cbe\u901a\uff0c\u9700\u8981\u80fd<strong>\u5199\u51fa\u50cf\u6837\u7684\u8fd0\u7ef4\u811a\u672c\u548c API \u670d\u52a1<\/strong>\u3002<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>\u7b2c\u4e00\u5468\u76ee\u6807\uff1a\u80fd\u8bfb\u80fd\u5199\uff0c\u4e0d\u5361\u58f3<\/strong><\/p>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"python code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"text-text-500 font-small p-3.5 pb-0\">python<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\"># \u4f60\u9700\u8981\u638c\u63e1\u7684\u6838\u5fc3\u7528\u6cd5\r\n\r\n# 1. \u5e38\u7528\u6570\u636e\u7ed3\u6784\u64cd\u4f5c\r\ndata = [{\"name\": \"server-1\", \"cpu\": 85}, {\"name\": \"server-2\", \"cpu\": 20}]\r\noverloaded = [s for s in data if s[\"cpu\"] &gt; 80]  # \u5217\u8868\u63a8\u5bfc\u5f0f\r\n\r\n# 2. \u6587\u4ef6\u548c JSON \u5904\u7406\uff08\u8fd0\u7ef4\u811a\u672c\u5fc5\u5907\uff09\r\nimport json\r\nwith open(\"config.json\", \"r\") as f:\r\n    config = json.load(f)\r\n\r\n# 3. HTTP \u8bf7\u6c42\uff08\u8c03\u7528 API\uff09\r\nimport requests\r\nresp = requests.get(\"https:\/\/api.example.com\/fleet\/status\",\r\n                    headers={\"Authorization\": f\"Bearer {token}\"})\r\nif resp.status_code == 200:\r\n    fleet = resp.json()\r\n\r\n# 4. \u73af\u5883\u53d8\u91cf\u8bfb\u53d6\uff08\u4e91\u670d\u52a1\u6807\u914d\uff09\r\nimport os\r\ndb_url = os.environ.get(\"DATABASE_URL\", \"localhost:5432\")\r\n\r\n# 5. \u5f02\u5e38\u5904\u7406\r\ntry:\r\n    result = risky_operation()\r\nexcept ConnectionError as e:\r\n    logger.error(f\"Connection failed: {e}\")\r\n    raise\r\n\r\n# 6. \u7b80\u5355\u7684 FastAPI \u670d\u52a1\uff08RESTful API\uff09\r\nfrom fastapi import FastAPI\r\napp = FastAPI()\r\n\r\n@app.get(\"\/health\")\r\ndef health_check():\r\n    return {\"status\": \"ok\"}\r\n\r\n@app.get(\"\/fleet\/{vehicle_id}\")\r\ndef get_vehicle(vehicle_id: str):\r\n    return {\"id\": vehicle_id, \"status\": \"online\"}<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>\u63a8\u8350\u8def\u5f84\uff1a<\/strong><\/p>\n<ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3 print:block print:space-y-1\" dir=\"ltr\">\n<li class=\"font-claude-response-body whitespace-normal break-words pl-2\">Day 1-2\uff1aPython \u57fa\u7840\u8bed\u6cd5\uff08\u53d8\u91cf\u3001\u5217\u8868\u3001\u5b57\u5178\u3001\u51fd\u6570\u3001\u7c7b\uff09<\/li>\n<li class=\"font-claude-response-body whitespace-normal break-words pl-2\">Day 3-4\uff1a\u6587\u4ef6\u64cd\u4f5c\u3001HTTP \u8bf7\u6c42\u3001JSON \u5904\u7406<\/li>\n<li class=\"font-claude-response-body whitespace-normal break-words pl-2\">Day 5-7\uff1a\u5199\u4e00\u4e2a\u7b80\u5355\u7684 FastAPI \u670d\u52a1\uff0c\u5b9e\u73b0\u51e0\u4e2a REST \u63a5\u53e3<\/li>\n<\/ul>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>\u8d44\u6e90\uff1a<\/strong> Python \u5b98\u65b9\u6559\u7a0b + FastAPI \u5b98\u65b9\u6587\u6863\uff08\u4e2d\u6587\u7248\u5f88\u597d\uff09<\/p>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h3 class=\"mt-3 -mb-1 text-[1.125rem] font-bold\" dir=\"ltr\">\u4e8c\u3001Kubernetes \u8fd0\u7ef4\u6df1\u5ea6\uff08\u4f18\u5148\u7ea7\uff1a\u6700\u9ad8\uff09<\/h3>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">\u6211\u4eec\u804a\u8fc7 K8s \u7684\u5f00\u53d1\u89c6\u89d2\uff0c\u73b0\u5728\u8865\u8fd0\u7ef4\u89c6\u89d2\u3002<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>\u9762\u8bd5\u5fc5\u987b\u80fd\u6d41\u5229\u56de\u7b54\u7684\u573a\u666f\uff1a<\/strong><\/p>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"bash code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"text-text-500 font-small p-3.5 pb-0\">bash<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\"># \u573a\u666f\u4e00\uff1aPod \u4e00\u76f4 CrashLoopBackOff \u600e\u4e48\u6392\u67e5\uff1f\r\nkubectl get pods -n production          # \u770b\u72b6\u6001\r\nkubectl describe pod &lt;pod-name&gt;         # \u770b Events \u6bb5\uff0c\u627e\u539f\u56e0\r\nkubectl logs &lt;pod-name&gt; --previous      # \u770b\u4e0a\u6b21\u5d29\u6e83\u65e5\u5fd7\r\n# \u5e38\u89c1\u539f\u56e0\uff1aOOM\u3001\u914d\u7f6e\u9519\u8bef\u3001\u4f9d\u8d56\u670d\u52a1\u672a\u5c31\u7eea\u3001\u955c\u50cf\u62c9\u53d6\u5931\u8d25\r\n\r\n# \u573a\u666f\u4e8c\uff1a\u8282\u70b9\u8d44\u6e90\u4e0d\u8db3\uff0cPod Pending\r\nkubectl describe pod &lt;pod-name&gt;         # \u770b Events: Insufficient memory\r\nkubectl top nodes                       # \u770b\u5404\u8282\u70b9\u8d44\u6e90\r\nkubectl get nodes -o wide               # \u770b\u8282\u70b9\u72b6\u6001\r\n\r\n# \u573a\u666f\u4e09\uff1a\u670d\u52a1\u4e0d\u901a\uff0c\u6392\u67e5\u7f51\u7edc\r\nkubectl get svc                         # \u770b Service \u914d\u7f6e\r\nkubectl get endpoints &lt;svc-name&gt;        # \u770b\u662f\u5426\u6709\u540e\u7aef Pod\r\nkubectl exec -it &lt;pod&gt; -- curl &lt;svc&gt;    # \u5728 Pod \u5185\u6d4b\u8bd5\u8fde\u901a\u6027\r\n\r\n# \u573a\u666f\u56db\uff1a\u7d27\u6025\u56de\u6eda\r\nkubectl rollout history deployment\/api-server    # \u67e5\u5386\u53f2\u7248\u672c\r\nkubectl rollout undo deployment\/api-server       # \u56de\u6eda\u5230\u4e0a\u4e00\u7248\r\nkubectl rollout status deployment\/api-server     # \u786e\u8ba4\u56de\u6eda\u5b8c\u6210<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>\u4f60\u9700\u8981\u7406\u89e3\u7684\u6838\u5fc3\u6982\u5ff5\uff1a<\/strong><\/p>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"Code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">ConfigMap &amp; Secret \u7ba1\u7406\r\n  \u2192 \u914d\u7f6e\u548c\u5bc6\u7801\u4e0d\u653e\u8fdb\u955c\u50cf\uff0c\u901a\u8fc7\u73af\u5883\u53d8\u91cf\u6216\u6302\u8f7d\u6587\u4ef6\u6ce8\u5165\r\n\r\nResourceQuota &amp; LimitRange\r\n  \u2192 \u9632\u6b62\u67d0\u4e2a\u670d\u52a1\u5403\u5149\u96c6\u7fa4\u8d44\u6e90\r\n\r\nNetworkPolicy\r\n  \u2192 \u63a7\u5236 Pod \u95f4\u7684\u7f51\u7edc\u8bbf\u95ee\u6743\u9650\uff0c\u5b89\u5168\u9694\u79bb\r\n\r\nPersistentVolume &amp; PVC\r\n  \u2192 \u6709\u72b6\u6001\u670d\u52a1\u7684\u5b58\u50a8\u7ba1\u7406\r\n\r\nHPA\uff08\u6c34\u5e73\u81ea\u52a8\u6269\u7f29\u5bb9\uff09\r\n  \u2192 \u6839\u636e CPU\/\u5185\u5b58\/\u81ea\u5b9a\u4e49\u6307\u6807\u81ea\u52a8\u589e\u51cf Pod \u6570\u91cf\r\n\r\nHelm\r\n  \u2192 K8s \u7684\u5305\u7ba1\u7406\u5668\uff0c\u7528 Chart \u6253\u5305\u590d\u6742\u5e94\u7528\r\n  \u2192 helm install \/ helm upgrade \/ helm rollback<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h3 class=\"mt-3 -mb-1 text-[1.125rem] font-bold\" dir=\"ltr\">\u4e09\u3001Terraform\uff08\u4f18\u5148\u7ea7\uff1a\u9ad8\uff09<\/h3>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">IaC \u662f\u4e24\u4e2a JD \u90fd\u660e\u786e\u8981\u6c42\u7684\uff0cTerraform \u662f\u6700\u4e3b\u6d41\u7684\u5de5\u5177\u3002<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>\u6838\u5fc3\u6982\u5ff5\uff1a<\/strong><\/p>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"hcl code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"text-text-500 font-small p-3.5 pb-0\">hcl<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\"># Terraform \u7684\u672c\u8d28\uff1a\u58f0\u660e\u4f60\u60f3\u8981\u4ec0\u4e48\uff0c\u5b83\u8d1f\u8d23\u5b9e\u73b0\r\n\r\n# main.tf \u2014 \u5b9a\u4e49\u8d44\u6e90\r\nterraform {\r\n  required_providers {\r\n    aws = { source = \"hashicorp\/aws\", version = \"~&gt; 5.0\" }\r\n  }\r\n}\r\n\r\nprovider \"aws\" {\r\n  region = var.region\r\n}\r\n\r\n# \u521b\u5efa\u4e00\u4e2a EKS \u96c6\u7fa4\uff08Kubernetes on AWS\uff09\r\nresource \"aws_eks_cluster\" \"fleet_cluster\" {\r\n  name     = \"tesla-fleet-${var.env}\"\r\n  role_arn = aws_iam_role.cluster.arn\r\n  \r\n  vpc_config {\r\n    subnet_ids = var.subnet_ids\r\n  }\r\n  \r\n  tags = {\r\n    Environment = var.env\r\n    Team        = \"fleetnet\"\r\n  }\r\n}\r\n\r\n# variables.tf \u2014 \u5b9a\u4e49\u53d8\u91cf\r\nvariable \"env\" {\r\n  type        = string\r\n  description = \"Environment: dev\/staging\/prod\"\r\n}\r\n\r\n# outputs.tf \u2014 \u8f93\u51fa\u7ed3\u679c\r\noutput \"cluster_endpoint\" {\r\n  value = aws_eks_cluster.fleet_cluster.endpoint\r\n}<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>\u5fc5\u987b\u719f\u6089\u7684\u5de5\u4f5c\u6d41\uff1a<\/strong><\/p>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"bash code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"text-text-500 font-small p-3.5 pb-0\">bash<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">terraform init      # \u521d\u59cb\u5316\uff0c\u4e0b\u8f7d provider \u63d2\u4ef6\r\nterraform plan      # \u9884\u89c8\u53d8\u66f4\uff08\u9762\u8bd5\u5e38\u95ee\uff1a\u4e3a\u4ec0\u4e48\u8981\u5148 plan\uff1f\uff09\r\nterraform apply     # \u6267\u884c\u53d8\u66f4\r\nterraform destroy   # \u9500\u6bc1\u8d44\u6e90\uff08\u8c28\u614e\uff01\uff09\r\nterraform state     # \u67e5\u770b\/\u7ba1\u7406\u72b6\u6001\u6587\u4ef6<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>\u9762\u8bd5\u4f1a\u95ee\uff1a<\/strong><\/p>\n<ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3 print:block print:space-y-1\" dir=\"ltr\">\n<li class=\"font-claude-response-body whitespace-normal break-words pl-2\">Terraform state \u662f\u4ec0\u4e48\uff0c\u4e3a\u4ec0\u4e48\u8981\u5b58\u5230\u8fdc\u7aef\uff08S3\/Azure Blob\uff09\uff1f<\/li>\n<li class=\"font-claude-response-body whitespace-normal break-words pl-2\"><code class=\"bg-text-200\/5 border border-0.5 border-border-300 text-danger-000 whitespace-pre-wrap rounded-[0.4rem] px-1 py-px text-[0.9rem]\">terraform plan<\/code> \u8f93\u51fa + \/ &#8211; \/ ~ \u5404\u4ee3\u8868\u4ec0\u4e48\uff1f<\/li>\n<li class=\"font-claude-response-body whitespace-normal break-words pl-2\">\u591a\u4eba\u534f\u4f5c\u600e\u4e48\u9632\u6b62 state \u51b2\u7a81\uff08state locking\uff09\uff1f<\/li>\n<\/ul>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h3 class=\"mt-3 -mb-1 text-[1.125rem] font-bold\" dir=\"ltr\">\u56db\u3001CI\/CD \u6d41\u6c34\u7ebf\uff08\u4f18\u5148\u7ea7\uff1a\u4e2d\uff09<\/h3>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">\u4f60\u5728\u5fae\u8f6f\u63a5\u89e6\u8fc7 Azure DevOps\uff0c\u8fd9\u5757\u6709\u57fa\u7840\uff0c\u91cd\u70b9\u8865\u6982\u5ff5\u8868\u8fbe\u3002<\/p>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"yaml code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"text-text-500 font-small p-3.5 pb-0\">yaml<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\"># GitHub Actions \u793a\u4f8b\uff08\u6700\u5e38\u89c1\uff09\r\nname: Deploy Fleet Service\r\n\r\non:\r\n  push:\r\n    branches: [main]\r\n\r\njobs:\r\n  build-and-deploy:\r\n    runs-on: ubuntu-latest\r\n    steps:\r\n      - uses: actions\/checkout@v3\r\n      \r\n      - name: Run Tests\r\n        run: pytest tests\/\r\n      \r\n      - name: Build Docker Image\r\n        run: |\r\n          docker build -t fleet-service:${{ github.sha }} .\r\n          docker push registry.example.com\/fleet-service:${{ github.sha }}\r\n      \r\n      - name: Deploy to K8s\r\n        run: |\r\n          kubectl set image deployment\/fleet-service \\\r\n            fleet-service=registry.example.com\/fleet-service:${{ github.sha }}\r\n          kubectl rollout status deployment\/fleet-service<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>\u9762\u8bd5\u8868\u8fbe\u6a21\u677f\uff1a<\/strong><\/p>\n<blockquote class=\"ml-2 border-l-4 border-[hsl(var(--border-300)\/0.1)] pl-4 text-text-300\">\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">&#8220;\u6211\u4eec\u7684 CI\/CD \u6d41\u7a0b\u662f\uff1a\u5f00\u53d1\u8005\u63d0\u4ea4\u4ee3\u7801\u89e6\u53d1\u6d41\u6c34\u7ebf\uff0c\u5148\u8dd1\u5355\u5143\u6d4b\u8bd5\u548c\u96c6\u6210\u6d4b\u8bd5\uff0c\u901a\u8fc7\u540e\u6784\u5efa Docker \u955c\u50cf\u5e76\u63a8\u9001\u5230\u955c\u50cf\u4ed3\u5e93\uff0c\u7136\u540e\u81ea\u52a8\u90e8\u7f72\u5230 Staging \u73af\u5883\uff0c\u8dd1 smoke test\uff0c\u4eba\u5de5\u5ba1\u6279\u540e\u518d\u63a8 Production\u3002\u6574\u4e2a\u8fc7\u7a0b\u914d\u5408 K8s \u7684\u6eda\u52a8\u66f4\u65b0\uff0c\u4fdd\u8bc1\u96f6\u505c\u673a\u53d1\u5e03\u3002&#8221;<\/p>\n<\/blockquote>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h3 class=\"mt-3 -mb-1 text-[1.125rem] font-bold\" dir=\"ltr\">\u4e94\u3001\u53ef\u89c2\u6d4b\u6027\u4f53\u7cfb\uff08\u4f18\u5148\u7ea7\uff1a\u4e2d\uff09<\/h3>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">\u82f9\u679c JD \u63d0\u5230\u4e86\u53ef\u9760\u6027\u5de5\u7a0b\uff0c\u7279\u65af\u62c9 JD \u63d0\u5230\u4e86\u76d1\u63a7\u544a\u8b66\uff0c\u8fd9\u5757\u8981\u80fd\u8bf4\u6e05\u695a\u3002<\/p>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"Code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">Prometheus + Grafana\uff08\u6307\u6807\u76d1\u63a7\u6807\u914d\uff09\r\n  \u2192 Prometheus \u91c7\u96c6\u6307\u6807\uff08pull \u6a21\u5f0f\uff09\r\n  \u2192 Grafana \u5c55\u793a\u9762\u677f\r\n  \u2192 AlertManager \u53d1\u9001\u544a\u8b66\u5230 PagerDuty\/Slack\r\n\r\n\u5173\u952e\u6307\u6807\uff08\u9762\u8bd5\u5fc5\u8bf4\uff09\uff1a\r\n  - \u8bf7\u6c42\u6210\u529f\u7387\uff08HTTP 5xx \u6bd4\u4f8b\uff09\r\n  - P50 \/ P95 \/ P99 \u5ef6\u8fdf\uff08\u4e0d\u8981\u53ea\u770b\u5e73\u5747\u503c\uff09\r\n  - \u9519\u8bef\u7387\uff08Error Rate\uff09\r\n  - \u9971\u548c\u5ea6\uff08CPU\/\u5185\u5b58\u4f7f\u7528\u7387\uff09\r\n\r\n\u8fd9\u56db\u4e2a\u6307\u6807\u6709\u4e2a\u540d\u5b57\u53eb RED Method\uff1a\r\n  Rate\uff08\u8bf7\u6c42\u901f\u7387\uff09\r\n  Errors\uff08\u9519\u8bef\u7387\uff09  \r\n  Duration\uff08\u5ef6\u8fdf\u5206\u5e03\uff09<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h3 class=\"mt-3 -mb-1 text-[1.125rem] font-bold\" dir=\"ltr\">\u516d\u3001gRPC \u57fa\u7840\uff08\u4f18\u5148\u7ea7\uff1a\u4e2d\uff0c\u82f9\u679c JD \u660e\u786e\u63d0\u5230\uff09<\/h3>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"protobuf code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"text-text-500 font-small p-3.5 pb-0\">protobuf<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">\/\/ fleet.proto \u2014 \u5b9a\u4e49\u670d\u52a1\u63a5\u53e3\r\nsyntax = \"proto3\";\r\n\r\nservice FleetService {\r\n  rpc GetVehicleStatus (VehicleRequest) returns (VehicleStatus);\r\n  rpc StreamTelemetry (VehicleRequest) returns (stream TelemetryData);\r\n}\r\n\r\nmessage VehicleRequest {\r\n  string vehicle_id = 1;\r\n}\r\n\r\nmessage VehicleStatus {\r\n  string vehicle_id = 1;\r\n  double battery_level = 2;\r\n  bool is_online = 3;\r\n}<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\"><strong>gRPC vs REST \u9762\u8bd5\u5bf9\u6bd4\uff1a<\/strong><\/p>\n<div class=\"overflow-x-auto w-full px-2 mb-6 print:overflow-x-visible\" dir=\"ltr\">\n<table class=\"min-w-full border-collapse text-sm leading-[1.7] whitespace-normal\">\n<thead class=\"text-left\">\n<tr>\n<th class=\"text-text-100 border-b-0.5 border-[hsl(var(--border-300)\/0.6)] py-2 pr-4 align-top font-bold\" scope=\"col\"><\/th>\n<th class=\"text-text-100 border-b-0.5 border-[hsl(var(--border-300)\/0.6)] py-2 pr-4 align-top font-bold\" scope=\"col\">REST<\/th>\n<th class=\"text-text-100 border-b-0.5 border-[hsl(var(--border-300)\/0.6)] py-2 pr-4 align-top font-bold\" scope=\"col\">gRPC<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u534f\u8bae<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">HTTP\/1.1<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">HTTP\/2<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u683c\u5f0f<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">JSON\uff08\u53ef\u8bfb\uff09<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">Protobuf\uff08\u4e8c\u8fdb\u5236\uff0c\u66f4\u5c0f\uff09<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u6027\u80fd<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u8f83\u4f4e<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u66f4\u9ad8\uff08\u9002\u5408\u5185\u90e8\u670d\u52a1\uff09<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u6d41\u5f0f<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u4e0d\u652f\u6301<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u652f\u6301\u53cc\u5411\u6d41<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u9002\u7528\u573a\u666f<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u5bf9\u5916 API<\/td>\n<td class=\"border-b-0.5 border-[hsl(var(--border-300)\/0.3)] py-2 pr-4 align-top\">\u5fae\u670d\u52a1\u5185\u90e8\u901a\u4fe1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h3 class=\"mt-3 -mb-1 text-[1.125rem] font-bold\" dir=\"ltr\">\u6076\u8865\u65f6\u95f4\u8868\uff08\u5efa\u8bae3-4\u5468\uff09<\/h3>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"Code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">\u7b2c1\u5468\uff1aPython + FastAPI\r\n  Day 1-3\uff1aPython \u57fa\u7840\r\n  Day 4-5\uff1a\u5199\u4e00\u4e2a\u6709 3-5 \u4e2a\u63a5\u53e3\u7684 REST API\r\n  Day 6-7\uff1a\u52a0\u4e0a Docker \u6253\u5305\uff0c\u8dd1\u8d77\u6765\r\n\r\n\u7b2c2\u5468\uff1aKubernetes \u6df1\u5ea6\r\n  Day 1-3\uff1a\u642d\u4e00\u4e2a\u672c\u5730 K8s\uff08\u7528 minikube \u6216 kind\uff09\r\n  Day 4-5\uff1a\u628a\u81ea\u5df1\u5199\u7684 API \u90e8\u7f72\u5230 K8s\uff0c\u914d\u7f6e Service\/Ingress\r\n  Day 6-7\uff1a\u6a21\u62df\u5404\u79cd\u6545\u969c\uff0c\u7ec3\u4e60\u6392\u67e5\u547d\u4ee4\r\n\r\n\u7b2c3\u5468\uff1aTerraform + CI\/CD\r\n  Day 1-4\uff1aTerraform \u57fa\u7840\uff0c\u5728\u4e91\u4e0a\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u57fa\u7840\u8bbe\u65bd\r\n  Day 5-7\uff1a\u914d\u7f6e\u4e00\u4e2a GitHub Actions \u6d41\u6c34\u7ebf\r\n\r\n\u7b2c4\u5468\uff1a\u67e5\u6f0f\u8865\u7f3a + \u9762\u8bd5\u51c6\u5907\r\n  - \u628a\u4e0a\u9762\u6240\u6709\u5185\u5bb9\u80fd\u7528\u4e2d\u82f1\u6587\u8bf4\u6e05\u695a\r\n  - \u7ec3\u4e60\u7cfb\u7edf\u8bbe\u8ba1\u9898\uff08\u91cd\u70b9\uff1a\u9ad8\u53ef\u7528\u67b6\u6784\u8bbe\u8ba1\uff09\r\n  - \u6a21\u62df\u9762\u8bd5<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h3 class=\"mt-3 -mb-1 text-[1.125rem] font-bold\" dir=\"ltr\">\u6700\u5173\u952e\u7684\u4e00\u70b9<\/h3>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">\u8fd9\u4e9b\u5de5\u5177\u4f60\u4e0d\u9700\u8981\u7cbe\u901a\uff0c\u4f60\u9700\u8981\u505a\u5230\uff1a<\/p>\n<div class=\"relative group\/copy bg-bg-000\/50 border-0.5 border-border-400 rounded-lg focus:outline-none focus-visible:ring-2 focus-visible:ring-accent-100\" tabindex=\"0\" role=\"group\" aria-label=\"Code\">\n<div class=\"sticky opacity-0 group-hover\/copy:opacity-100 group-focus-within\/copy:opacity-100 top-2 py-2 h-12 w-0 float-right\">\n<div class=\"absolute right-0 h-8 px-2 items-center inline-flex z-10\"><\/div>\n<\/div>\n<div class=\"overflow-x-auto\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">\u80fd\u8bf4\u6e05\u695a\uff1a\u8fd9\u4e2a\u5de5\u5177\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\uff0c\u6838\u5fc3\u6982\u5ff5\u662f\u4ec0\u4e48\r\n\u80fd\u52a8\u624b\uff1a\u5728\u81ea\u5df1\u7684\u673a\u5668\u4e0a\u8dd1\u901a\u4e00\u4e2a demo\r\n\u80fd\u4e3e\u4f8b\uff1a\u7ed3\u5408\u4f60\u81ea\u5df1\u7684\u9879\u76ee\u7ecf\u5386\uff0c\u8bf4\"\u5982\u679c\u7528\u8fd9\u4e2a\u5de5\u5177\uff0c\r\n         \u6211\u4e4b\u524d\u7684\u6392\u884c\u699c\u670d\u52a1\u53ef\u4ee5\u8fd9\u6837\u6539\u9020...\"<\/pre>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">\u628a\u65b0\u5de5\u5177\u548c\u4f60\u5df2\u6709\u7684\u9879\u76ee\u7ecf\u9a8c\u6302\u94a9\uff0c\u662f\u6700\u6709\u8bf4\u670d\u529b\u7684\u9762\u8bd5\u7b56\u7565\u3002<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\">\u8981\u4ece\u54ea\u4e2a\u90e8\u5206\u5f00\u59cb\uff1fPython \u8fd8\u662f Kubernetes\uff1f<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e24\u4e2a\u5c97\u4f4d\u7684\u5dee\u8ddd\u96c6\u4e2d\u5728\u540c\u4e00\u4e2a\u77e5\u8bc6\u57df\uff1a\u4e91\u539f\u751f<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","footnotes":""},"categories":[24],"tags":[],"class_list":["post-7583","post","type-post","status-publish","format-standard","hentry","category-value_docs"],"_links":{"self":[{"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/posts\/7583","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/comments?post=7583"}],"version-history":[{"count":0,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/posts\/7583\/revisions"}],"wp:attachment":[{"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/media?parent=7583"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/categories?post=7583"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/tags?post=7583"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}