{"id":35240,"date":"2023-12-22T22:16:57","date_gmt":"2023-11-06T03:57:29","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8docker%e8%bd%bb%e6%9d%be%e8%bf%90%e8%a1%8clangchaindash%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f%ef%bc%81\/"},"modified":"2024-05-04T14:54:29","modified_gmt":"2024-05-04T06:54:29","slug":"%e4%bd%bf%e7%94%a8docker%e8%bd%bb%e6%9d%be%e8%bf%90%e8%a1%8clangchaindash%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8docker%e8%bd%bb%e6%9d%be%e8%bf%90%e8%a1%8clangchaindash%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f%ef%bc%81\/","title":{"rendered":"\u4f7f\u7528Docker\u8f7b\u677e\u8fd0\u884cLangchainDash\u5e94\u7528\u7a0b\u5e8f\uff01"},"content":{"rendered":"

\u9996\u5148<\/h2>\n

\u4f7f\u7528Dash\u8fdb\u884cWeb\u5e94\u7528\u5f00\u53d1\u975e\u5e38\u65b9\u4fbf\uff0c\u4f46\u8981\u4f7f\u8be5\u5e94\u7528\u5728\u5176\u4ed6\u73af\u5883\u4e2d\u8f7b\u677e\u8fd0\u884c\uff0c\u9700\u8981\u8fdb\u884c\u4e00\u4e9b\u6b65\u9aa4\u3002\u672c\u6b21\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528Docker\u8f7b\u677e\u90e8\u7f72Dash\u5e94\u7528\u7a0b\u5e8f\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u6cd5\uff0c\u65e0\u8bba\u5f00\u53d1\u73af\u5883\u5982\u4f55\uff0c\u90fd\u53ef\u4ee5\u5b89\u5168\u9ad8\u6548\u5730\u8fd0\u884cDash\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n

\u524d\u63d0<\/h2>\n

\u2010 Python\u3068Dash\u3067\u4f5c\u6210\u3055\u308c\u305f\u57fa\u672c\u7684\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08\u30ed\u30fc\u30ab\u30eb\u3067python app.py\u3067\u5b9f\u884c\u53ef\u80fd\uff09\u304c\u3042\u308b\u3053\u3068\u3002
\n\u2010 Docker\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002
\n\u2010 \u57fa\u672c\u7684\u306aDocker\u3068Dash\u306e\u77e5\u8b58\u304c\u3042\u308b\u3053\u3068\u3002<\/p>\n

\u30b9\u30c6\u30c3\u30d7 1: \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6e96\u5099<\/h2>\n

app.py\u662fDash\u5e94\u7528\u7a0b\u5e8f\u7684\u4e3b\u8981Python\u6587\u4ef6
\nrequirements.txt\u662f\u5217\u51fa\u4f9d\u8d56\u5173\u7cfb\u7684\u6587\u672c\u6587\u4ef6\u3002<\/p>\n

\u6b65\u9aa42\uff1a\u521b\u5efaDockerfile<\/h2>\n

\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30eb\u30fc\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306bDockerfile\u3092\u4f5c\u6210\u3057\u3001\u4ee5\u4e0b\u306e\u5185\u5bb9\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n

# \u57fa\u672c\u3068\u306a\u308b\u30a4\u30e1\u30fc\u30b8\u3092\u6307\u5b9a<\/span>\r\nFROM<\/span> python:3.\uff19<\/span>\r\n\r\n# \u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u8a2d\u5b9a<\/span>\r\nWORKDIR<\/span> \/app<\/span>\r\n\r\n# \u4f9d\u5b58\u95a2\u4fc2\u306e\u30b3\u30d4\u30fc\u3068\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\nCOPY<\/span> requirements.txt .<\/span>\r\nRUN <\/span>pip install<\/span> --no-cache-dir<\/span> -r<\/span> requirements.txt\r\n\r\n# \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b3\u30d4\u30fc<\/span>\r\nCOPY<\/span> . .<\/span>\r\n\r\n# \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8d77\u52d5<\/span>\r\nCMD<\/span> [\"python\", \"app.py\"]<\/span>\r\n<\/code><\/pre>\n
Dockerfile\u89e3\u8aac<\/h3>\n
\u4ece<\/h4>\n
FROM python:3.9\u3068\u3044\u3046\u8a18\u8ff0\u306f\u3001Dockerfile\u306e\u4e2d\u3067\u975e\u5e38\u306b\u57fa\u672c\u7684\u306a\u90e8\u5206\u3067\u3059\u304c\u3001\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u884c\u306f\u3001Docker\u30a4\u30e1\u30fc\u30b8\u306e\u30d9\u30fc\u30b9\u3068\u306a\u308b\u30a4\u30e1\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001Python 3.9\u304c\u30d7\u30ea\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305f\u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002<\/p>\n
\u8be6\u7ec6\u63cf\u8ff0<\/h5>\n
FROM: \u3053\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u306f\u3001\u30d9\u30fc\u30b9\u3068\u306a\u308b\u30a4\u30e1\u30fc\u30b8\u3092\u6307\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n
python:3.9: \u3053\u306e\u90e8\u5206\u306f\u3001\u4f7f\u7528\u3059\u308b\u5177\u4f53\u7684\u306a\u30a4\u30e1\u30fc\u30b8\u3068\u305d\u306e\u30bf\u30b0\uff08\u30d0\u30fc\u30b8\u30e7\u30f3\uff09\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001Python 3.9\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305f\u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n
\u8fd9\u4e2a\u57fa\u7840\u955c\u50cf\u5305\u542b\u4e86Python 3.9\u53ca\u5176\u6807\u51c6\u5e93\uff0c\u8fd8\u6709pip\uff08Python\u7684\u8f6f\u4ef6\u5305\u7ba1\u7406\u5668\uff09\u3002\u56e0\u6b64\uff0c\u60a8\u53ef\u4ee5\u8f7b\u677e\u5730\u901a\u8fc7\u540e\u7eed\u7684 “RUN pip install” \u547d\u4ee4\u5b89\u88c5\u989d\u5916\u7684Python\u8f6f\u4ef6\u5305\u3002<\/p>\n
\u57fa\u7840\u955c\u50cf\u4f1a\u4eceDocker Hub\u6216\u5176\u4ed6\u955c\u50cf\u4ed3\u5e93\u4e0b\u8f7d\u3002\u5982\u679c\u6307\u5b9a\u4e3apython:3.9\uff0c\u5c06\u4e0b\u8f7d\u5177\u67093.9\u6807\u7b7e\u7684\u5b98\u65b9Python\u955c\u50cf\u3002<\/p>\n
\u901a \u8fc7 \u8fd9 \u4e00 \u884c \uff0c \u4e3a \u540e \u9762 \u7684 RUN \u3001 COPY \u3001 CMD \u7b49 \u547d \u4ee4 \u63d0 \u4f9b \u4e86 \u53ef \u6267 \u884c \u7684 \u73af \u5883\u3002 \u901a \u8fc7 \u8fd9 \u4e9b \u547d \u4ee4 \uff0c \u5e94 \u7528 \u7a0b \u5e8f \u7684 \u4ee3 \u7801 \u3001 \u4f9d \u8d56 \u5173 \u7cfb \u3001 \u914d \u7f6e \u7b49 \u88ab \u6dfb \u52a0 \u5230 \u57fa \u7840 \u955c \u50cf \u4e2d \uff0c \u6700 \u7ec8 \u5b8c \u6210 \u4e86 \u5e94 \u7528 \u7a0b \u5e8f \u7684 Docker \u955c\u50cf\u3002<\/p>\n
\u5de5\u4f5c\u76ee\u5f55<\/h4>\n
WORKDIR \/app\u3068\u3044\u3046Dockerfile\u306e\u547d\u4ee4\u306f\u3001Docker\u30a4\u30e1\u30fc\u30b8\u5185\u3067\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u547d\u4ee4\u304c\u6307\u5b9a\u3055\u308c\u305f\u5f8c\u306e\u5404\u547d\u4ee4\uff08RUN, COPY, CMD \u306a\u3069\uff09\u306f\u3001\u3053\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u73fe\u5728\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002<\/p>\n
\u8bf7\u63d0\u4f9b\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f\u3002<\/h5>\n
WORKDIR: \u3053\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u306f\u3001Docker\u30a4\u30e1\u30fc\u30b8\u5185\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u8a2d\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n
\/app: \u3053\u308c\u306f\u8a2d\u5b9a\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u30d1\u30b9\u3067\u3059\u3002\u3053\u306e\u4f8b\u3067\u306f\u3001\u30eb\u30fc\u30c8(\/)\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306bapp\u3068\u3044\u3046\u540d\u524d\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\uff08\u307e\u305f\u306f\u4f7f\u7528\uff09\u3057\u307e\u3059\u3002<\/p>\n
\u6548\u679c\u4e0e\u5e94\u7528<\/h5>\n
\u6574\u7406\u3068\u69cb\u9020: \u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u4f9d\u5b58\u95a2\u4fc2\u3092\u4e00\u7b87\u6240\u306b\u307e\u3068\u3081\u3001\u7ba1\u7406\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u5f8c\u7d9a\u306e\u547d\u4ee4\u306e\u77ed\u7e2e: WORKDIR\u304c\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u5f8c\u7d9a\u306eCOPY\u3084RUN\u306a\u3069\u306e\u547d\u4ee4\u3067\u30d5\u30eb\u30d1\u30b9\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001COPY . .\u3068\u3059\u308b\u3068\u3001\u30d3\u30eb\u30c9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u73fe\u5728\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff08\u901a\u5e38\u306fDockerfile\u304c\u5b58\u5728\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff09\u304b\u3089\u3001\u30a4\u30e1\u30fc\u30b8\u5185\u306e\/app\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u30b3\u30d4\u30fc\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u5b9f\u884c\u6642\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea: \u30b3\u30f3\u30c6\u30ca\u304c\u8d77\u52d5\u3055\u308c\u305f\u3068\u304d\u306b\u3001\u3053\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u3053\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u3067\u5b9f\u884c\u3055\u308c\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n
\u3053\u306e\u3088\u3046\u306b\u3001WORKDIR\u306fDocker\u30a4\u30e1\u30fc\u30b8\u306e\u69cb\u9020\u3068\u7ba1\u7406\u3092\u52b9\u7387\u7684\u306b\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u547d\u4ee4\u3067\u3059\u3002<\/p>\n
\u590d\u5236\u548c\u8fd0\u884c<\/h3>\n
COPY requirements.txt .\u3068RUN pip install –no-cache-dir -r requirements.txt\u306e2\u3064\u306e\u547d\u4ee4\u306f\u3001Python\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092Docker\u30a4\u30e1\u30fc\u30b8\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001COPY . .\u306f\u3001\u30d3\u30eb\u30c9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff08\u901a\u5e38\u306fDockerfile\u304c\u5b58\u5728\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff09\u306e\u5168\u3066\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u3001Docker\u30a4\u30e1\u30fc\u30b8\u306e\u73fe\u5728\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff08WORKDIR\u3067\u8a2d\u5b9a\u3055\u308c\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff09\u306b\u30b3\u30d4\u30fc\u3059\u308b\u64cd\u4f5c\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n
\u8be6\u7ec6\u89e3\u91ca<\/h4>\n
\u5c06requirements.txt\u6587\u4ef6\u590d\u5236\u5230\u5f53\u524d\u76ee\u5f55\u4e0b\u3002<\/p>\n
COPY: \u3053\u306e\u547d\u4ee4\u306f\u3001\u30d3\u30eb\u30c9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff08\u901a\u5e38\u306fDockerfile\u304c\u5b58\u5728\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff09\u304b\u3089Docker\u30a4\u30e1\u30fc\u30b8\u306b\u30d5\u30a1\u30a4\u30eb\u3084\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30b3\u30d4\u30fc\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n
requirements.txt: \u3053\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u3001Python\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u4f9d\u5b58\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u30ea\u30b9\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
.: \u3053\u308c\u306f\u76ee\u7684\u5730\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u524d\u306b\u8a2d\u5b9a\u3057\u305fWORKDIR \/app\u306b\u306a\u308b\u305f\u3081\u3001requirements.txt\u306f\/app\/requirements.txt\u3068\u3057\u3066\u30a4\u30e1\u30fc\u30b8\u5185\u306b\u30b3\u30d4\u30fc\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u4f7f\u7528pip install\u547d\u4ee4\u5b89\u88c5requirements.txt\u4e2d\u7684\u4f9d\u8d56\u5305\uff0c\u5e76\u4e0d\u4f7f\u7528\u7f13\u5b58\u3002<\/p>\n
RUN: \u3053\u306e\u547d\u4ee4\u306f\u3001\u30a4\u30e1\u30fc\u30b8\u5185\u3067\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u751f\u6210\u3055\u308c\u305f\u65b0\u3057\u3044\u30ec\u30a4\u30e4\u30fc\u304c\u30a4\u30e1\u30fc\u30b8\u306b\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002<\/p>\n
pip install: Python\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u30de\u30cd\u30fc\u30b8\u30e3pip\u3092\u4f7f\u3063\u3066\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n
–no-cache-dir: \u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001pip\u304c\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u4f7f\u7528\u3057\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n
-r requirements.txt: requirements.txt\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u4f9d\u5b58\u95a2\u4fc2\u3092\u8aad\u307f\u53d6\u308a\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n
\u590d\u5236<\/p>\n
.(\u30bd\u30fc\u30b9dir) .(\u76ee\u7684\u5730dir): \u6700\u521d\u306e.\u306f\u3001\u30bd\u30fc\u30b9\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001Dockerfile\u304c\u5b58\u5728\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff08\u304a\u3088\u3073\u305d\u306e\u4e0b\u306e\u5168\u3066\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff09\u304c\u6307\u5b9a\u3055\u308c\u307e\u3059\u3002 \u4e8c\u3064\u76ee\u306e.\u306f\u3001\u76ee\u7684\u5730\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001WORKDIR\u3067\u8a2d\u5b9a\u3055\u308c\u305fDocker\u30a4\u30e1\u30fc\u30b8\u5185\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u6307\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u6548\u679c\u548c\u7528\u9014 h\u00e9<\/h4>\n
\u4f9d\u5b58\u95a2\u4fc2\u306e\u7ba1\u7406: \u3053\u308c\u3089\u306e\u547d\u4ee4\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3068\u3059\u308b\u3059\u3079\u3066\u306ePython\u30d1\u30c3\u30b1\u30fc\u30b8\u304cDocker\u30a4\u30e1\u30fc\u30b8\u5185\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u518d\u73fe\u6027: requirements.txt\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3069\u306e\u74b0\u5883\u3067\u3082\u540c\u3058\u4f9d\u5b58\u95a2\u4fc2\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308b\u305f\u3081\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u52d5\u4f5c\u304c\u4e00\u8cab\u3057\u307e\u3059\u3002<\/p>\n
\u30a4\u30e1\u30fc\u30b8\u306e\u6700\u9069\u5316: –no-cache-dir\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u4e0d\u5fc5\u8981\u306a\u30ad\u30e3\u30c3\u30b7\u30e5\u30c7\u30fc\u30bf\u304c\u30a4\u30e1\u30fc\u30b8\u306b\u4fdd\u5b58\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u30b5\u30a4\u30ba\u304c\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u4e00\u62ec\u30b3\u30d4\u30fc: \u3053\u306e\u547d\u4ee4\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b3\u30fc\u30c9\u3001\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3001\u30ea\u30bd\u30fc\u30b9\u7b49\u3001\u5fc5\u8981\u306a\u5168\u3066\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304cDocker\u30a4\u30e1\u30fc\u30b8\u306b\u30b3\u30d4\u30fc\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u52b9\u7387\u3068\u7c21\u6f54\u6027: \u4e00\u3064\u306e\u547d\u4ee4\u3067\u5168\u3066\u3092\u30b3\u30d4\u30fc\u3059\u308b\u305f\u3081\u3001Dockerfile\u304c\u7c21\u6f54\u306b\u4fdd\u305f\u308c\u3001\u30d3\u30eb\u30c9\u30d7\u30ed\u30bb\u30b9\u3082\u52b9\u7387\u7684\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u5229\u7528: WORKDIR\u304c\u524d\u3082\u3063\u3066\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u305d\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u306b\u5168\u3066\u304c\u30b3\u30d4\u30fc\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d5\u30a1\u30a4\u30eb\u69cb\u9020\u304c\u6574\u7406\u3055\u308c\u3001\u7ba1\u7406\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u4e3a\u4e86\u6ce8\u610f\u4e8b\u9879\uff0c\u7531\u4e8e\u8fd9\u79cd\u65b9\u6cd5\u53ef\u80fd\u4f1a\u590d\u5236\u65e0\u5173\u7684\u6587\u4ef6\uff0c\u5efa\u8bae\u4f7f\u7528.dockerignore\u6587\u4ef6\u6765\u6392\u9664\u9700\u8981\u88ab\u590d\u5236\u7684\u6587\u4ef6\u6216\u76ee\u5f55\u3002<\/p>\n
\u8bf7\u60a8\u53c2\u8003\u4ee5\u4e0b\u5185\u5bb9\uff0c\u4ec5\u63d0\u4f9b\u4e00\u79cd\u9009\u9879\uff1a<\/h5>\n
.dockerignore\u6587\u4ef6\u662f\u7528\u6765\u6307\u5b9a\u5728\u6784\u5efaDocker\u955c\u50cf\u65f6\u5e94\u8be5\u5ffd\u7565\u7684\u6587\u4ef6\u548c\u76ee\u5f55\u7684\u6587\u4ef6\u3002\u901a\u8fc7\u5c06\u8be5\u6587\u4ef6\u653e\u7f6e\u5728\u9879\u76ee\u7684\u6839\u76ee\u5f55\uff08\u4e0eDockerfile\u76f8\u540c\u7684\u76ee\u5f55\uff09\u4e2d\uff0c\u53ef\u4ee5\u9632\u6b62\u4e0d\u5fc5\u8981\u7684\u6587\u4ef6\u88ab\u590d\u5236\u5230Docker\u955c\u50cf\u4e2d\u3002<\/p>\n
\u5047\u8bbe\u9879\u76ee\u76ee\u5f55\u7684\u7ed3\u6784\u5982\u4e0b\u6240\u793a\u3002<\/p>\n
.\r\n\u251c\u2500\u2500 Dockerfile\r\n\u251c\u2500\u2500 app.py\r\n\u251c\u2500\u2500 requirements.txt\r\n\u251c\u2500\u2500 test\/\r\n\u251c\u2500\u2500 data\/\r\n\u2514\u2500\u2500 config\/\r\n<\/code><\/pre>\n
\u5982\u679c\u4e0d\u5e0c\u671b\u5c06test\/\u76ee\u5f55\u548cdata\/\u76ee\u5f55\u5305\u542b\u5728Docker\u955c\u50cf\u4e2d\uff0c\u60a8\u53ef\u4ee5\u521b\u5efa.dockerignore\u6587\u4ef6\uff0c\u5e76\u6309\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u7f16\u5199\u3002<\/p>\n
# .dockerignore\r\ntest\/\r\ndata\/\r\n<\/code><\/pre>\n
\u6267\u884cdocker build\u547d\u4ee4\u65f6\uff0c\u5c06\u5ffd\u7565test\/\u548cdata\/\u76ee\u5f55\u3002\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0f\u955c\u50cf\u5927\u5c0f\u5e76\u7f29\u77ed\u6784\u5efa\u65f6\u95f4\u3002<\/p>\n
CMD\u547d\u4ee4<\/h3>\n
CMD [“python”, “app.py”]\u3068\u3044\u3046Dockerfile\u306e\u547d\u4ee4\u306f\u3001Docker\u30b3\u30f3\u30c6\u30ca\u304c\u8d77\u52d5\u3057\u305f\u969b\u306b\u5b9f\u884c\u3055\u308c\u308b\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u30b3\u30f3\u30c6\u30ca\u304c\u8d77\u52d5\u3059\u308b\u3068python app.py\u304c\u81ea\u52d5\u7684\u306b\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u8be6\u7ec6\u7684\u89e3\u91ca<\/h4>\n
CMD: \u3053\u306e\u547d\u4ee4\u306f\u3001Docker\u30b3\u30f3\u30c6\u30ca\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u5b9f\u884c\u30b3\u30de\u30f3\u30c9\u3092\u8a2d\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n
[“python”, “app.py”]: \u3053\u306e\u90e8\u5206\u306f\u3001\u5b9f\u969b\u306b\u30b3\u30f3\u30c6\u30ca\u5185\u3067\u5b9f\u884c\u3055\u308c\u308b\u30b3\u30de\u30f3\u30c9\u3068\u305d\u306e\u5f15\u6570\u3092\u914d\u5217\u3068\u3057\u3066\u6307\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u4f8b\u3067\u306f\u3001python\u304c\u30b3\u30de\u30f3\u30c9\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\u3067\u3042\u308a\u3001app.py\u304c\u305d\u306e\u5f15\u6570\uff08\u3053\u3053\u3067\u306fPython\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u540d\u524d\uff09\u3067\u3059\u3002<\/p>\n
\u6548\u679c\u548c\u7528\u9014<\/h4>\n
\u81ea\u52d5\u8d77\u52d5: \u30b3\u30f3\u30c6\u30ca\u304c\u8d77\u52d5\u3057\u305f\u3068\u304d\u306b\u3001python app.py\u304c\u81ea\u52d5\u7684\u306b\u5b9f\u884c\u3055\u308c\u308b\u305f\u3081\u3001\u624b\u52d5\u3067\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n
\u660e\u793a\u6027: CMD\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u30a4\u30e1\u30fc\u30b8\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u4f7f\u308f\u308c\u308b\u3079\u304d\u304b\uff08\u3069\u306e\u30b3\u30de\u30f3\u30c9\u3067\u5b9f\u884c\u3055\u308c\u308b\u3079\u304d\u304b\uff09\u304c\u660e\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u4ed6\u306e\u958b\u767a\u8005\u3084\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u3082\u6709\u7528\u306a\u60c5\u5831\u3067\u3059\u3002<\/p>\n
\u67d4\u8edf\u6027: CMD\u3067\u8a2d\u5b9a\u3055\u308c\u305f\u30b3\u30de\u30f3\u30c9\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u3042\u308a\u3001\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u6642\u306b\u624b\u52d5\u3067\u5225\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n
\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001CMD\u306fDockerfile\u5185\u3067\u4e00\u5ea6\u3057\u304b\u4f7f\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u8907\u6570\u56deCMD\u3092\u8a18\u8ff0\u3057\u305f\u5834\u5408\u3001\u6700\u5f8c\u306eCMD\u3060\u3051\u304c\u6709\u52b9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u7b2c\u4e09\u6b65\uff1a\u6784\u5efaDocker\u955c\u50cf<\/h2>\n
\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u6784\u5efaDocker\u955c\u50cf\u3002<\/p>\n
docker build -t<\/span> my_dash_app .<\/span>\r\n<\/code><\/pre>\n
\u4f7f\u7528docker build -t my_dash_app .\u547d\u4ee4\u53ef\u4ee5\u501f\u52a9\u5f53\u524d\u76ee\u5f55\uff08\u8868\u793a\u4e3a.\uff09\u4e2d\u7684Dockerfile\u6784\u5efaDocker\u955c\u50cf\u3002\u6210\u529f\u8fd0\u884c\u6b64\u547d\u4ee4\u540e\uff0c\u5c06\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u955c\u50cf\uff0c\u5e76\u4e3a\u5176\u547d\u540d\u4e3amy_dash_app\u4f5c\u4e3a\u6807\u8bb0\u3002<\/p>\n
\u8a73\u76e1\u7684\u89e3\u91cb<\/h4>\n
docker build: \u3053\u306e\u90e8\u5206\u306f\u3001Docker\u30a4\u30e1\u30fc\u30b8\u3092\u30d3\u30eb\u30c9\u3059\u308b\u305f\u3081\u306eDocker\u30b3\u30de\u30f3\u30c9\u3067\u3059\u3002<\/p>\n
-t my_dash_app: -t \u30aa\u30d7\u30b7\u30e7\u30f3\u306f “tag” \u306e\u7565\u3067\u3001\u30d3\u30eb\u30c9\u3055\u308c\u305f\u30a4\u30e1\u30fc\u30b8\u306b\u540d\u524d\u3092\u4ed8\u3051\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f my_dash_app \u3068\u3044\u3046\u540d\u524d\u304c\u6307\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u6548\u679c\u548c\u7528\u9014 h\u00e9<\/h4>\n
\u30a4\u30e1\u30fc\u30b8\u306e\u4f5c\u6210: \u3053\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u6307\u5b9a\u3055\u308c\u305f Dockerfile \u3068\u73fe\u5728\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u5185\u5bb9\u306b\u57fa\u3065\u3044\u3066\u65b0\u3057\u3044Docker\u30a4\u30e1\u30fc\u30b8\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u30bf\u30b0\u4ed8\u3051: -t \u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u751f\u6210\u3055\u308c\u305f\u30a4\u30e1\u30fc\u30b8\u306b\u306f my_dash_app \u3068\u3044\u3046\u540d\u524d\u304c\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u5f8c\u3067\u5bb9\u6613\u306b\u3053\u306e\u30a4\u30e1\u30fc\u30b8\u3092\u53c2\u7167\u3001\u4f7f\u7528\u3001\u307e\u305f\u306f\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u518d\u73fe\u6027\u3068\u79fb\u690d\u6027: \u3053\u306e\u30b3\u30de\u30f3\u30c9\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u30a4\u30e1\u30fc\u30b8\u306f\u3001\u540c\u3058 Dockerfile \u3068\u30d3\u30eb\u30c9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u4e0e\u3048\u3089\u308c\u308c\u3070\u3001\u3069\u306e\u30de\u30b7\u30f3\u3067\u3082\u540c\u3058\u3088\u3046\u306b\u518d\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u6b65\u9aa4 4\uff1a\u672c\u5730\u6d4b\u8bd5<\/h2>\n
\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5728\u672c\u5730\u8fd0\u884cDocker\u5bb9\u5668\u3002<\/p>\n
docker run -p<\/span> 8050:8050 my_dash_app\r\n<\/code><\/pre>\n
\u8be6\u7ec6\u7684\u89e3\u91ca<\/h3>\n
– Docker run: \u8fd9\u90e8\u5206\u662f\u7528\u4e8e\u542f\u52a8\u65b0\u7684Docker\u5bb9\u5668\u7684\u57fa\u672cDocker\u547d\u4ee4\u3002<\/p>\n
– -p 8050:8050: \u8fd9\u4e2a\u9009\u9879\u7528\u4e8e\u6620\u5c04\u4e3b\u673a\uff08\u8fd0\u884c\u8ba1\u7b97\u673a\uff09\u548cDocker\u5bb9\u5668\u7684\u7f51\u7edc\u7aef\u53e3\u3002” -p “\u9009\u9879\u540e\u9762\u7684\u7b2c\u4e00\u4e2a8050\u662f\u4e3b\u673a\u7684\u7aef\u53e3\u53f7\uff0c\u7b2c\u4e8c\u4e2a8050\u662f\u6307\u5b9aDocker\u5bb9\u5668\u5185\u7684\u7aef\u53e3\u53f7\u3002<\/p>\n
– my_dash_app: This is the name of the Docker image to be executed. After building with the command “docker build -t my_dash_app .”, this name will be assigned.<\/p>\n
\u6548\u679c\u548c\u7528\u9014<\/h3>\n
\u5728\u4e2d\u6587\u4e2d\uff0c\u5c06\u4e0a\u8ff0\u53e5\u5b50\u7ffb\u8bd1\u6210\u4e00\u79cd\u65b9\u5f0f\uff1a
\n– \u542f\u52a8\u5bb9\u5668\uff1a\u901a\u8fc7docker run\u547d\u4ee4\uff0c\u4ecemy_dash_app\u955c\u50cf\u751f\u6210\u5e76\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u5bb9\u5668\u3002<\/p>\n
\u901a\u8fc7\u9009\u9879”-p 8050:8050″\uff0c\u5bb9\u5668\u5185\u8fd0\u884c\u7684Dash\u5e94\u7528\u7a0b\u5e8f\u4f7f\u7528\u76848050\u7aef\u53e3\u5c06\u6620\u5c04\u5230\u4e3b\u673a\u76848050\u7aef\u53e3\u3002\u8fd9\u6837\uff0c\u4e3b\u673a\u53ef\u4ee5\u8bbf\u95ee\u5bb9\u5668\u5185\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n
\u901a\u8fc7\u4e0a\u8ff0\u8bbe\u7f6e\uff0c\u53ef\u4ee5\u4ece\u4e3b\u673a\u7684Web\u6d4f\u89c8\u5668\u901a\u8fc7URL http:\/\/127.0.0.1:8050 \u8bbf\u95eeDash\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n
\u5f53\u6211\u6267\u884c\u65f6\u65e0\u6cd5\u8bbf\u95ee<\/h5>\n
\u8bf7\u5c1d\u8bd5\u5728\u8fdb\u884c\u8fd9\u4e2a\u66f4\u6539\u4e4b\u540e\uff0c\u91cd\u65b0\u6784\u5efaDocker\u955c\u50cf\uff0c\u5e76\u518d\u6b21\u8fd0\u884c\u5bb9\u5668\u3002<\/p>\n
if<\/span> __name__<\/span> ==<\/span> '<\/span>__main__<\/span>'<\/span>:<\/span>\r\n    app<\/span>.<\/span>run_server<\/span>(<\/span>debug<\/span>=<\/span>True<\/span>,<\/span> host<\/span>=<\/span>'<\/span>0.0.0.0<\/span>'<\/span>)<\/span>\r\n<\/code><\/pre>\n
\u603b\u7ed3<\/h2>\n
\u4f7f\u7528Docker\u53ef\u4ee5\u8f7b\u677e\u4e14\u7075\u6d3b\u5730\u90e8\u7f72Dash\u5e94\u7528\u7a0b\u5e8f\u3002\u901a\u8fc7\u8fd9\u7bc7\u6587\u7ae0\uff0c\u6211\u4eec\u5b66\u4e60\u4e86\u4eceDockerfile\u7684\u57fa\u672c\u7ed3\u6784\u5230\u5b9e\u9645\u542f\u52a8Docker\u5bb9\u5668\u7684\u6b65\u9aa4\u3002\u73b0\u5728\uff0c\u6211\u4eec\u53ef\u4ee5\u786e\u4fdd\u5728\u4efb\u4f55\u73af\u5883\u4e0b\u90fd\u80fd\u6210\u529f\u8fd0\u884cDash\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n
\u672a\u4f86<\/h2>\n
\u90e8\u7f72\u5230\u4e91\u7aef<\/h3>\n
\u4e91\u90e8\u7f72: \u8fd9\u6b21\u6211\u4eec\u91cd\u70b9\u5173\u6ce8\u5728\u672c\u5730\u73af\u5883\u4e2d\u542f\u52a8Docker\u5bb9\u5668\uff0c\u4f46\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u5c06\u5176\u90e8\u7f72\u5230AWS\u6216GCP\u7b49\u4e91\u670d\u52a1\u4e0a\u4f5c\u4e3a\u4e0b\u4e00\u6b65\u3002<\/p>\n
\u5b89\u5168\u914d\u7f6e<\/h3>\n
\u4e3a\u4e86\u589e\u52a0Dash\u5e94\u7528\u7684\u5b89\u5168\u6027\uff0c\u53ef\u4ee5\u8003\u8651\u6dfb\u52a0\u989d\u5916\u8bbe\u7f6e\u6216\u5f15\u5165SSL\/TLS\u3002<\/p>\n
\u53c2\u8003\uff1aDocker\u672f\u8bed<\/h2>\n
    \n
  1. \n
      Dockerfile\uff1a<\/ol>\n<\/li>\n<\/ol>\n
       <\/p>\n
        \n
      1. \n
          Dockerfile\u662f\u521b\u5efa\u5bb9\u5668\u6620\u50cf\u7684\u8bbe\u8ba1\u84dd\u56fe\u3002\u8be5\u6587\u4ef6\u5305\u542b\u6267\u884c\u5728\u5bb9\u5668\u5185\u7684\u547d\u4ee4\u548c\u6240\u9700\u8f6f\u4ef6\u7684\u5b89\u88c5\u6307\u793a\u3002<\/ol>\n<\/li>\n<\/ol>\n
          docker build\uff1a
          \ndocker build\u547d\u4ee4\u4f7f\u7528Dockerfile\u521b\u5efaDocker\u6620\u50cf\u3002<\/p>\n
          Docker\u6620\u50cf\uff1a
          \nDocker\u6620\u50cf\u662f\u7528\u4e8e\u8fd0\u884c\u5bb9\u5668\u7684\u9759\u6001\u5feb\u7167\u3002\u5b83\u662f\u4eceDockerfile\u521b\u5efa\u7684\u3002<\/p>\n
          docker run\uff1a
          \ndocker run\u547d\u4ee4\u4f7f\u7528Docker\u6620\u50cf\u542f\u52a8\u65b0\u5bb9\u5668\u3002<\/p>\n
          Docker\u5bb9\u5668\uff1a
          \n\u5b83\u662f\u4f7f\u7528docker run\u547d\u4ee4\u751f\u6210\u7684\u6b63\u5728\u8fd0\u884c\u7684\u5bb9\u5668\u5b9e\u4f8b\u3002<\/p>\n
          \u4e3b\u673a\u673a\u5668\uff1a
          \n\u4e3b\u673a\u673a\u5668\u4e0eDocker\u5b88\u62a4\u7a0b\u5e8f\u4e00\u8d77\u5de5\u4f5c\uff0c\u7ba1\u7406\u5bb9\u5668\u548c\u6620\u50cf\u7684\u8fd0\u884c\u3002<\/p>\n
          Docker\u5b88\u62a4\u7a0b\u5e8f\uff1a
          \nDocker\u5b88\u62a4\u7a0b\u5e8f\u7ba1\u7406\u5bb9\u5668\u7684\u751f\u547d\u5468\u671f\u3002\u5b83\u5728\u4e3b\u673a\u673a\u5668\u4e0a\u8fd0\u884c\uff0c\u5e76\u8d1f\u8d23\u6267\u884cdocker build\u548cdocker run\u7b49\u547d\u4ee4\u3002\u5b9e\u9645\u4e0a\uff0cDocker\u5b88\u62a4\u7a0b\u5e8f\u5728\u4e3b\u673a\u673a\u5668\u4e0a\u8fd0\u884c\u5e76\u7ba1\u7406\u5bb9\u5668\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
          \u9996\u5148 \u4f7f\u7528Dash\u8fdb\u884cWeb\u5e94\u7528\u5f00\u53d1\u975e\u5e38\u65b9\u4fbf\uff0c\u4f46\u8981\u4f7f\u8be5\u5e94\u7528\u5728\u5176\u4ed6\u73af\u5883\u4e2d\u8f7b\u677e\u8fd0\u884c\uff0c\u9700\u8981\u8fdb\u884c\u4e00\u4e9b\u6b65\u9aa4\u3002\u672c\u6b21\u5c06\u4ecb\u7ecd\u5982 […]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-35240","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u4f7f\u7528Docker\u8f7b\u677e\u8fd0\u884cLangchainDash\u5e94\u7528\u7a0b\u5e8f\uff01 - 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\/\u4f7f\u7528docker\u8f7b\u677e\u8fd0\u884clangchaindash\u5e94\u7528\u7a0b\u5e8f\uff01\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4f7f\u7528Docker\u8f7b\u677e\u8fd0\u884cLangchainDash\u5e94\u7528\u7a0b\u5e8f\uff01\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148 \u4f7f\u7528Dash\u8fdb\u884cWeb\u5e94\u7528\u5f00\u53d1\u975e\u5e38\u65b9\u4fbf\uff0c\u4f46\u8981\u4f7f\u8be5\u5e94\u7528\u5728\u5176\u4ed6\u73af\u5883\u4e2d\u8f7b\u677e\u8fd0\u884c\uff0c\u9700\u8981\u8fdb\u884c\u4e00\u4e9b\u6b65\u9aa4\u3002\u672c\u6b21\u5c06\u4ecb\u7ecd\u5982 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528docker\u8f7b\u677e\u8fd0\u884clangchaindash\u5e94\u7528\u7a0b\u5e8f\uff01\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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