{"id":13558,"date":"2024-11-15T19:24:50","date_gmt":"2024-11-15T11:24:50","guid":{"rendered":"https:\/\/fwq.ai\/blog\/13558\/"},"modified":"2024-11-15T19:24:50","modified_gmt":"2024-11-15T11:24:50","slug":"docker%e5%ae%b9%e5%99%a8%e4%bc%98%e5%8c%96%ef%bc%9a%e5%a6%82%e4%bd%95%e5%9c%a8%e5%a4%9a%e5%ae%b9%e5%99%a8%e7%8e%af%e5%a2%83%e4%b8%ad%e6%8f%90%e5%8d%87%e8%b5%84%e6%ba%90%e5%88%a9%e7%94%a8%e7%8e%87","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/13558\/","title":{"rendered":"Docker\u5bb9\u5668\u4f18\u5316\uff1a\u5982\u4f55\u5728\u591a\u5bb9\u5668\u73af\u5883\u4e2d\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387"},"content":{"rendered":"

Docker\u5bb9\u5668\u4f18\u5316\uff1a\u5982\u4f55\u5728\u591a\u5bb9\u5668\u73af\u5883\u4e2d\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387<\/h1>\n

\u968f\u7740\u5fae\u670d\u52a1\u67b6\u6784\u7684\u666e\u53ca\uff0cDocker\u5bb9\u5668\u5df2\u6210\u4e3a\u73b0\u4ee3\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u548c\u90e8\u7f72\u7684\u91cd\u8981\u5de5\u5177\u3002\u5728\u591a\u5bb9\u5668\u73af\u5883\u4e2d\uff0c\u5982\u4f55\u4f18\u5316Docker\u5bb9\u5668\u4ee5\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387\uff0c\u6210\u4e3a\u4e86\u5f00\u53d1\u8005\u548c\u8fd0\u7ef4\u4eba\u5458\u5173\u6ce8\u7684\u7126\u70b9\u3002\u672c\u6587\u5c06\u63a2\u8ba8\u4e00\u4e9b\u6709\u6548\u7684\u4f18\u5316\u7b56\u7565\uff0c\u5e2e\u52a9\u60a8\u5728\u4f7f\u7528Docker\u65f6\u5b9e\u73b0\u66f4\u9ad8\u7684\u8d44\u6e90\u5229\u7528\u7387\u3002<\/p>\n

1. \u7406\u89e3Docker\u5bb9\u5668\u7684\u8d44\u6e90\u7ba1\u7406<\/h2>\n

Docker\u5bb9\u5668\u662f\u8f7b\u91cf\u7ea7\u7684\u865a\u62df\u5316\u6280\u672f\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u5728\u540c\u4e00\u64cd\u4f5c\u7cfb\u7edf\u5185\u8fd0\u884c\u591a\u4e2a\u5e94\u7528\u7a0b\u5e8f\u3002\u6bcf\u4e2a\u5bb9\u5668\u90fd\u5171\u4eab\u4e3b\u673a\u7684\u5185\u6838\uff0c\u4f46\u53ef\u4ee5\u72ec\u7acb\u8fd0\u884c\u3002\u4e3a\u4e86\u4f18\u5316\u8d44\u6e90\u5229\u7528\u7387\uff0c\u9996\u5148\u9700\u8981\u7406\u89e3Docker\u7684\u8d44\u6e90\u7ba1\u7406\u673a\u5236\uff0c\u5305\u62ecCPU\u3001\u5185\u5b58\u548c\u5b58\u50a8\u7b49\u3002<\/p>\n

1.1 CPU\u548c\u5185\u5b58\u9650\u5236<\/h3>\n

\u5728Docker\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u5bb9\u5668\u7684CPU\u548c\u5185\u5b58\u9650\u5236\u6765\u63a7\u5236\u8d44\u6e90\u7684\u4f7f\u7528\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u53ef\u4ee5\u9650\u5236\u5bb9\u5668\u7684CPU\u548c\u5185\u5b58\uff1a<\/p>\n

docker run --cpus=\".5\" --memory=\"256m\" my_container<\/code><\/pre>\n
\u901a\u8fc7\u5408\u7406\u8bbe\u7f6e\u8fd9\u4e9b\u9650\u5236\uff0c\u53ef\u4ee5\u907f\u514d\u67d0\u4e2a\u5bb9\u5668\u5360\u7528\u8fc7\u591a\u8d44\u6e90\uff0c\u4ece\u800c\u5f71\u54cd\u5176\u4ed6\u5bb9\u5668\u7684\u6027\u80fd\u3002<\/p>\n
1.2 \u5b58\u50a8\u4f18\u5316<\/h3>\n
Docker\u5bb9\u5668\u7684\u5b58\u50a8\u7ba1\u7406\u540c\u6837\u91cd\u8981\u3002\u4f7f\u7528\u5377\uff08Volumes\uff09\u53ef\u4ee5\u5c06\u6570\u636e\u6301\u4e45\u5316\uff0c\u5e76\u5728\u591a\u4e2a\u5bb9\u5668\u4e4b\u95f4\u5171\u4eab\u6570\u636e\u3002\u901a\u8fc7\u5408\u7406\u4f7f\u7528\u5377\uff0c\u53ef\u4ee5\u51cf\u5c11\u6570\u636e\u91cd\u590d\u5b58\u50a8\uff0c\u63d0\u9ad8\u5b58\u50a8\u5229\u7528\u7387\u3002<\/p>\n
2. \u5bb9\u5668\u7f16\u6392\u4e0e\u7ba1\u7406<\/h2>\n
\u5728\u591a\u5bb9\u5668\u73af\u5883\u4e2d\uff0c\u5bb9\u5668\u7f16\u6392\u5de5\u5177\uff08\u5982Kubernetes\u3001Docker Swarm\uff09\u53ef\u4ee5\u5e2e\u52a9\u7ba1\u7406\u548c\u4f18\u5316\u5bb9\u5668\u7684\u8d44\u6e90\u4f7f\u7528\u3002\u901a\u8fc7\u7f16\u6392\u5de5\u5177\uff0c\u53ef\u4ee5\u5b9e\u73b0\u8d1f\u8f7d\u5747\u8861\u3001\u81ea\u52a8\u6269\u5c55\u548c\u6545\u969c\u6062\u590d\u7b49\u529f\u80fd\u3002<\/p>\n
2.1 \u8d1f\u8f7d\u5747\u8861<\/h3>\n
\u8d1f\u8f7d\u5747\u8861\u53ef\u4ee5\u786e\u4fdd\u8bf7\u6c42\u5747\u5300\u5206\u914d\u5230\u5404\u4e2a\u5bb9\u5668\uff0c\u907f\u514d\u67d0\u4e2a\u5bb9\u5668\u8fc7\u8f7d\u3002Kubernetes\u63d0\u4f9b\u4e86\u5185\u7f6e\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd\uff0c\u53ef\u4ee5\u6839\u636e\u5bb9\u5668\u7684\u5065\u5eb7\u72b6\u6001\u548c\u8d1f\u8f7d\u60c5\u51b5\u52a8\u6001\u8c03\u6574\u6d41\u91cf\u5206\u914d\u3002<\/p>\n
2.2 \u81ea\u52a8\u6269\u5c55<\/h3>\n
\u6839\u636e\u5b9e\u9645\u8d1f\u8f7d\u60c5\u51b5\uff0c\u81ea\u52a8\u6269\u5c55\u529f\u80fd\u53ef\u4ee5\u52a8\u6001\u589e\u52a0\u6216\u51cf\u5c11\u5bb9\u5668\u5b9e\u4f8b\u3002\u4f8b\u5982\uff0cKubernetes\u7684Horizontal Pod Autoscaler\u53ef\u4ee5\u6839\u636eCPU\u4f7f\u7528\u7387\u81ea\u52a8\u8c03\u6574Pod\u7684\u6570\u91cf\uff0c\u4ece\u800c\u63d0\u9ad8\u8d44\u6e90\u5229\u7528\u7387\u3002<\/p>\n
3. \u955c\u50cf\u4f18\u5316<\/h2>\n
\u4f18\u5316Docker\u955c\u50cf\u4e5f\u662f\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387\u7684\u91cd\u8981\u73af\u8282\u3002\u8f83\u5c0f\u7684\u955c\u50cf\u4e0d\u4ec5\u53ef\u4ee5\u52a0\u5feb\u4e0b\u8f7d\u901f\u5ea6\uff0c\u8fd8\u80fd\u51cf\u5c11\u5b58\u50a8\u7a7a\u95f4\u7684\u5360\u7528\u3002<\/p>\n
3.1 \u4f7f\u7528\u8f7b\u91cf\u7ea7\u57fa\u7840\u955c\u50cf<\/h3>\n
\u9009\u62e9\u8f7b\u91cf\u7ea7\u7684\u57fa\u7840\u955c\u50cf\uff08\u5982Alpine\uff09\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u955c\u50cf\u7684\u4f53\u79ef\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u4ee5\u4e0bDockerfile\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u57fa\u4e8eAlpine\u7684\u955c\u50cf\uff1a<\/p>\n
FROM alpine:latest\nRUN apk add --no-cache python3\nCOPY . \/app\nCMD [\"python3\", \"\/app\/app.py\"]<\/code><\/pre>\n
3.2 \u6e05\u7406\u65e0\u7528\u5c42<\/h3>\n
\u5728\u6784\u5efa\u955c\u50cf\u65f6\uff0c\u5c3d\u91cf\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u5c42\u3002\u4f7f\u7528\u591a\u9636\u6bb5\u6784\u5efa\u53ef\u4ee5\u6709\u6548\u51cf\u5c11\u6700\u7ec8\u955c\u50cf\u7684\u5927\u5c0f\u3002\u4f8b\u5982\uff1a<\/p>\n
FROM golang:alpine AS builder\nWORKDIR \/app\nCOPY . .\nRUN go build -o myapp\n\nFROM alpine:latest\nCOPY --from=builder \/app\/myapp \/myapp\nCMD [\"\/myapp\"]<\/code><\/pre>\n
4. \u76d1\u63a7\u4e0e\u8c03\u4f18<\/h2>\n
\u6700\u540e\uff0c\u6301\u7eed\u76d1\u63a7\u5bb9\u5668\u7684\u6027\u80fd\u662f\u4f18\u5316\u8d44\u6e90\u5229\u7528\u7387\u7684\u5173\u952e\u3002\u4f7f\u7528\u76d1\u63a7\u5de5\u5177\uff08\u5982Prometheus\u3001Grafana\uff09\u53ef\u4ee5\u5b9e\u65f6\u83b7\u53d6\u5bb9\u5668\u7684\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\uff0c\u5e76\u6839\u636e\u6570\u636e\u8fdb\u884c\u8c03\u4f18\u3002<\/p>\n
4.1 \u8bbe\u7f6e\u8b66\u62a5<\/h3>\n
\u901a\u8fc7\u8bbe\u7f6e\u8d44\u6e90\u4f7f\u7528\u7684\u8b66\u62a5\uff0c\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u5e76\u89e3\u51b3\u6027\u80fd\u74f6\u9888\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u5bb9\u5668\u7684CPU\u4f7f\u7528\u7387\u8d85\u8fc7\u8bbe\u5b9a\u9608\u503c\u65f6\uff0c\u81ea\u52a8\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u8fd0\u7ef4\u4eba\u5458\u8fdb\u884c\u5904\u7406\u3002<\/p>\n
\u603b\u7ed3<\/h2>\n
\u5728\u591a\u5bb9\u5668\u73af\u5883\u4e2d\uff0c\u4f18\u5316Docker\u5bb9\u5668\u4ee5\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387\u662f\u4e00\u4e2a\u590d\u6742\u4f46\u91cd\u8981\u7684\u4efb\u52a1\u3002\u901a\u8fc7\u5408\u7406\u8bbe\u7f6e\u8d44\u6e90\u9650\u5236\u3001\u4f7f\u7528\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u3001\u4f18\u5316\u955c\u50cf\u4ee5\u53ca\u6301\u7eed\u76d1\u63a7\uff0c\u60a8\u53ef\u4ee5\u6709\u6548\u63d0\u9ad8\u8d44\u6e90\u7684\u4f7f\u7528\u6548\u7387\u3002\u5bf9\u4e8e\u9700\u8981\u9ad8\u6548\u7ba1\u7406\u548c\u90e8\u7f72\u7684\u7528\u6237\uff0c\u9009\u62e9\u5408\u9002\u7684\u670d\u52a1\u5668\u89e3\u51b3\u65b9\u6848\u81f3\u5173\u91cd\u8981\u3002\u7c73\u4e91\u63d0\u4f9b\u591a\u79cd\u670d\u52a1\uff0c\u5305\u62ec\u7f8e\u56fdVPS<\/a>\u3001\u4e91\u670d\u52a1\u5668<\/a>\u7b49\uff0c\u5e2e\u52a9\u60a8\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u8d44\u6e90\u7ba1\u7406\u4e0e\u5229\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
Docker\u5bb9\u5668\u4f18\u5316\uff1a\u5982\u4f55\u5728\u591a\u5bb9\u5668\u73af\u5883\u4e2d\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387 \u968f\u7740\u5fae\u670d\u52a1\u67b6\u6784\u7684\u666e\u53ca\uff0cDocker\u5bb9\u5668\u5df2\u6210\u4e3a\u73b0\u4ee3\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u548c\u90e8\u7f72\u7684\u91cd\u8981\u5de5\u5177\u3002\u5728\u591a\u5bb9\u5668\u73af\u5883\u4e2d\uff0c\u5982\u4f55\u4f18\u5316Docker\u5bb9\u5668\u4ee5\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387\uff0c\u6210\u4e3a\u4e86\u5f00\u53d1\u8005\u548c\u8fd0\u7ef4\u4eba\u5458\u5173\u6ce8\u7684\u7126\u70b9\u3002\u672c\u6587\u5c06\u63a2\u8ba8\u4e00\u4e9b\u6709\u6548\u7684\u4f18\u5316\u7b56\u7565\uff0c\u5e2e\u52a9\u60a8\u5728\u4f7f\u7528Docker\u65f6\u5b9e\u73b0\u66f4\u9ad8\u7684\u8d44\u6e90\u5229\u7528\u7387\u3002 1. \u7406\u89e3Docker\u5bb9\u5668\u7684\u8d44\u6e90\u7ba1\u7406 Docker\u5bb9\u5668\u662f\u8f7b\u91cf\u7ea7\u7684\u865a\u62df\u5316\u6280\u672f\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u5728\u540c\u4e00\u64cd\u4f5c\u7cfb\u7edf\u5185\u8fd0\u884c\u591a\u4e2a\u5e94\u7528\u7a0b\u5e8f\u3002\u6bcf\u4e2a\u5bb9\u5668\u90fd\u5171\u4eab\u4e3b\u673a\u7684\u5185\u6838\uff0c\u4f46\u53ef\u4ee5\u72ec\u7acb\u8fd0\u884c\u3002\u4e3a\u4e86\u4f18\u5316\u8d44\u6e90\u5229\u7528\u7387\uff0c\u9996\u5148\u9700\u8981\u7406\u89e3Docker\u7684\u8d44\u6e90\u7ba1\u7406\u673a\u5236\uff0c\u5305\u62ecCPU\u3001\u5185\u5b58\u548c\u5b58\u50a8\u7b49\u3002 1.1 CPU\u548c\u5185\u5b58\u9650\u5236 \u5728Docker\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u5bb9\u5668\u7684CPU\u548c\u5185\u5b58\u9650\u5236\u6765\u63a7\u5236\u8d44\u6e90\u7684\u4f7f\u7528\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u53ef\u4ee5\u9650\u5236\u5bb9\u5668\u7684CPU\u548c\u5185\u5b58\uff1a docker run –cpus=”.5″ –memory=”256m” my_container \u901a\u8fc7\u5408\u7406\u8bbe\u7f6e\u8fd9\u4e9b\u9650\u5236\uff0c\u53ef\u4ee5\u907f\u514d\u67d0\u4e2a\u5bb9\u5668\u5360\u7528\u8fc7\u591a\u8d44\u6e90\uff0c\u4ece\u800c\u5f71\u54cd\u5176\u4ed6\u5bb9\u5668\u7684\u6027\u80fd\u3002 1.2 \u5b58\u50a8\u4f18\u5316 Docker\u5bb9\u5668\u7684\u5b58\u50a8\u7ba1\u7406\u540c\u6837\u91cd\u8981\u3002\u4f7f\u7528\u5377\uff08Volumes\uff09\u53ef\u4ee5\u5c06\u6570\u636e\u6301\u4e45\u5316\uff0c\u5e76\u5728\u591a\u4e2a\u5bb9\u5668\u4e4b\u95f4\u5171\u4eab\u6570\u636e\u3002\u901a\u8fc7\u5408\u7406\u4f7f\u7528\u5377\uff0c\u53ef\u4ee5\u51cf\u5c11\u6570\u636e\u91cd\u590d\u5b58\u50a8\uff0c\u63d0\u9ad8\u5b58\u50a8\u5229\u7528\u7387\u3002 2. \u5bb9\u5668\u7f16\u6392\u4e0e\u7ba1\u7406 \u5728\u591a\u5bb9\u5668\u73af\u5883\u4e2d\uff0c\u5bb9\u5668\u7f16\u6392\u5de5\u5177\uff08\u5982Kubernetes\u3001Docker Swarm\uff09\u53ef\u4ee5\u5e2e\u52a9\u7ba1\u7406\u548c\u4f18\u5316\u5bb9\u5668\u7684\u8d44\u6e90\u4f7f\u7528\u3002\u901a\u8fc7\u7f16\u6392\u5de5\u5177\uff0c\u53ef\u4ee5\u5b9e\u73b0\u8d1f\u8f7d\u5747\u8861\u3001\u81ea\u52a8\u6269\u5c55\u548c\u6545\u969c\u6062\u590d\u7b49\u529f\u80fd\u3002 2.1 \u8d1f\u8f7d\u5747\u8861 \u8d1f\u8f7d\u5747\u8861\u53ef\u4ee5\u786e\u4fdd\u8bf7\u6c42\u5747\u5300\u5206\u914d\u5230\u5404\u4e2a\u5bb9\u5668\uff0c\u907f\u514d\u67d0\u4e2a\u5bb9\u5668\u8fc7\u8f7d\u3002Kubernetes\u63d0\u4f9b\u4e86\u5185\u7f6e\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd\uff0c\u53ef\u4ee5\u6839\u636e\u5bb9\u5668\u7684\u5065\u5eb7\u72b6\u6001\u548c\u8d1f\u8f7d\u60c5\u51b5\u52a8\u6001\u8c03\u6574\u6d41\u91cf\u5206\u914d\u3002 2.2 \u81ea\u52a8\u6269\u5c55 \u6839\u636e\u5b9e\u9645\u8d1f\u8f7d\u60c5\u51b5\uff0c\u81ea\u52a8\u6269\u5c55\u529f\u80fd\u53ef\u4ee5\u52a8\u6001\u589e\u52a0\u6216\u51cf\u5c11\u5bb9\u5668\u5b9e\u4f8b\u3002\u4f8b\u5982\uff0cKubernetes\u7684Horizontal Pod Autoscaler\u53ef\u4ee5\u6839\u636eCPU\u4f7f\u7528\u7387\u81ea\u52a8\u8c03\u6574Pod\u7684\u6570\u91cf\uff0c\u4ece\u800c\u63d0\u9ad8\u8d44\u6e90\u5229\u7528\u7387\u3002 3. \u955c\u50cf\u4f18\u5316 \u4f18\u5316Docker\u955c\u50cf\u4e5f\u662f\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387\u7684\u91cd\u8981\u73af\u8282\u3002\u8f83\u5c0f\u7684\u955c\u50cf\u4e0d\u4ec5\u53ef\u4ee5\u52a0\u5feb\u4e0b\u8f7d\u901f\u5ea6\uff0c\u8fd8\u80fd\u51cf\u5c11\u5b58\u50a8\u7a7a\u95f4\u7684\u5360\u7528\u3002 3.1 \u4f7f\u7528\u8f7b\u91cf\u7ea7\u57fa\u7840\u955c\u50cf \u9009\u62e9\u8f7b\u91cf\u7ea7\u7684\u57fa\u7840\u955c\u50cf\uff08\u5982Alpine\uff09\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u955c\u50cf\u7684\u4f53\u79ef\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u4ee5\u4e0bDockerfile\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u57fa\u4e8eAlpine\u7684\u955c\u50cf\uff1a FROM alpine:latest RUN apk add –no-cache python3 COPY . \/app CMD [“python3”, “\/app\/app.py”] 3.2 \u6e05\u7406\u65e0\u7528\u5c42 \u5728\u6784\u5efa\u955c\u50cf\u65f6\uff0c\u5c3d\u91cf\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u5c42\u3002\u4f7f\u7528\u591a\u9636\u6bb5\u6784\u5efa\u53ef\u4ee5\u6709\u6548\u51cf\u5c11\u6700\u7ec8\u955c\u50cf\u7684\u5927\u5c0f\u3002\u4f8b\u5982\uff1a FROM golang:alpine AS builder 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