{"id":34940,"date":"2023-01-26T14:50:12","date_gmt":"2022-11-22T06:40:50","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%9c%89%e5%85%b3docker%e7%9a%84%e5%86%85%e5%ae%b9\/"},"modified":"2024-04-29T11:34:07","modified_gmt":"2024-04-29T03:34:07","slug":"%e6%9c%89%e5%85%b3docker%e7%9a%84%e5%86%85%e5%ae%b9","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%9c%89%e5%85%b3docker%e7%9a%84%e5%86%85%e5%ae%b9\/","title":{"rendered":"\u6709\u5173Docker\u7684\u5185\u5bb9"},"content":{"rendered":"<h1>\u4e3a\u4ec0\u4e48\u8981\u4f7f\u7528\uff1f<\/h1>\n<p>\u4e3a\u4e86\u4fdd\u6301\u73af\u5883\u7684\u6e05\u6d01\u3002<\/p>\n<p>\u5982\u679c\u6ca1\u6709Docker\uff0c\u5728\u672c\u5730\u73af\u5883\u4e2d\u5b89\u88c5Python 3.7\u548cPython 3.8\u53ef\u80fd\u4f1a\u6df7\u4e71\u4e0d\u6e05\uff0c\u4e00\u56e2\u7cdf\u3002\u6df7\u4e71\u4e0d\u582a\u3002<br \/>\n\u6b64\u5916\uff0c\u80fd\u591f\u7edf\u4e00\u5f00\u53d1\u73af\u5883\u548c\u751f\u4ea7\u73af\u5883\u4e5f\u662f\u5f88\u91cd\u8981\u7684\u3002\u7531\u4e8e\u6bcf\u6b21\u90e8\u7f72\u73af\u5883\u4e0d\u540c\uff0c\u7ecf\u5e38\u4f1a\u51fa\u73b0\u9519\u8bef\uff0c\u4f46\u4f7f\u7528Docker\u53ef\u4ee5\u907f\u514d\u8fd9\u79cd\u60c5\u51b5\u3002<br \/>\n\u4e0eVirtual Box\u76f8\u6bd4\uff0cDocker\u542f\u52a8\u901f\u5ea6\u8981\u5feb\u5f97\u591a\uff0c\u6240\u4ee5Docker\u5f88\u597d\u3002\u81ea\u4ece\u5f00\u59cb\u4f7f\u7528Docker\u4ee5\u6765\uff0c\u6211\u7684\u5f00\u53d1\u72b6\u6001\u660e\u663e\u597d\u8f6c\u3002\u5c31\u50cf\u5728\u6574\u7406\u8fc7\u7684\u684c\u5b50\u4e0a\u5b66\u4e60\u4e00\u6837\u8ba9\u4eba\u8212\u5fc3\u7684\u611f\u89c9\u3002<\/p>\n<h1>\u57fa\u7840\u7684 Docker \u7f16\u8f91<\/h1>\n<p>\u53ea\u8981\u5728\u6c99\u76d2\u4e2d\u73a9\u5f04\uff0c\u4e0d\u9700\u8981\u8003\u8651\u5b9e\u9645\u73af\u5883\uff0c\u8fd9\u5c31\u8db3\u591f\u4e86\u3002\u4e00\u5f00\u59cb\u6211\u8ba4\u4e3a\u53ea\u9700\u8981\u8fd9\u4e2a\u3002\u5f53\u9010\u6e10\u719f\u6089\u540e\uff0c\u6211\u60f3\u8fdb\u5165\u5e94\u7528\u7bc7\u3002<\/p>\n<pre class=\"post-pre\"><code># \u30d9\u30fc\u30b9\u3068\u306a\u308b\u30a4\u30e1\u30fc\u30b8\u3092\u5f15\u3063\u5f35\u3063\u3066\u304f\u308b\uff0e\u5927\u672c\u306e\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u611f\u3058\uff0e\u3053\u306e\u4e0a\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u306a\u3069\u3092\u4e57\u305b\u3066\u3044\u304f\uff0e\r\n$ docker pull \u30a4\u30e1\u30fc\u30b8\u540d\r\n\r\n# anaconda -&gt; pandas\u306a\u3069\u5927\u4f53\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u3060\u304c\u91cd\u3044\uff0e\u672c\u756a\u74b0\u5883\u3067\u306f\u8efd\u3055\u304c\u5927\u4e8b\u3060\u304c\uff0c\u30ed\u30fc\u30ab\u30eb\u958b\u767a\u3067\u306f\u3053\u308c\u3067\u3044\u3044\u3068\u601d\u3046\uff0e\r\n$ docker pull continuumio\/anaconda3\r\n\r\n# -it\u30b3\u30de\u30f3\u30c9\u3067Docker\u3092\u8d77\u52d5\u3057\u7d9a\u3051\u308b\uff0e\u306a\u3044\u3068\u4e00\u5ea6\u8d77\u52d5\u3059\u308b\u3060\u3051\u3067\u5207\u308c\u3066\u3057\u307e\u3044\uff0c\u305d\u306e\u4e2d\u3067\u4f5c\u696d\u3067\u304d\u306a\u3044\uff0e\u307e\u305f\u672b\u5c3e\u306b\/bin\/bash\u3092\u4ed8\u3051\u308b\u3053\u3068\u3067\uff0c\u30d0\u30c3\u30b7\u30e5\u306e\u4e2d\u3067\u4f5c\u696d\u3067\u304d\u308b\uff0e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3092\u4f7f\u3048\u308b\u30a4\u30e1\u30fc\u30b8\uff0e\u306a\u3044\u3068python\u306e\u5bfe\u8a71\u30e2\u30fc\u30c9\u306b\u306a\u308b\uff0e\r\n$ docker run -it continuumio\/anaconda3 \/bin\/bash\r\n\r\n# \u30b3\u30f3\u30c6\u30ca\u5185\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306a\u3069\u306e\u5909\u66f4\u3092\u884c\u3063\u305f\u3089\uff0c\u30b3\u30f3\u30c6\u30ca\u3092\u629c\u3051\u305f\u5f8c\uff0c\u305d\u306e\u5909\u66f4\u3092\u4fdd\u5b58\u3057\u3066\u304a\u304f\uff0e\u3057\u306a\u3044\u3068\uff0c\u521d\u671f\u306e\u74b0\u5883\u306e\u307e\u307e\u306b\u306a\u308b\uff0e\r\n# \u8d77\u52d5\u3057\u305f\u30b3\u30f3\u30c6\u30ca\u306e\u5c65\u6b74\r\n$ docker ps -a\r\n# \u30b3\u30f3\u30c6\u30ca\u3092\u30a4\u30e1\u30fc\u30b8\u3068\u3057\u3066\u4fdd\u5b58\u3059\u308b\r\n$ docker commit container_id container_name\r\n\r\n# \u4fdd\u5b58\u3057\u305f\u30a4\u30e1\u30fc\u30b8\u306e\u4e00\u89a7\u3092\u78ba\u8a8d\u3059\u308b\r\n$ docker images\r\n\r\n# \u4fdd\u5b58\u3057\u305f\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3059\u308b\r\n$ docker run -it container_name \/bin\/bash\r\n\r\n# \u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30de\u30a6\u30f3\u30c8\uff08Docker\u3068\u5171\u6709\uff09\u3059\u308b. -v\u306e\u5f8c\u306b\u300c\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff1aDocker\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u300d\u3092\u8a18\u8ff0\uff0e\r\ndocker run -it -v \/c\/Users\/user\/Python:\/home container_name \/bin\/bash\r\n<\/code><\/pre>\n<h1>Docker \u5e94\u7528\u7f16\u7a0b<\/h1>\n<p>\u53ef\u80fd\u6709\u4e00\u4e9b\u56f0\u96be\uff0c\u4f46\u662f\u4e00\u65e6\u9002\u5e94\u4e86\uff0c\u5c31\u80fd\u66f4\u8212\u9002\u3001\u66f4\u9ad8\u6548\u5730\u8fdb\u884c\u5f00\u53d1\u3002\u6211\u8bb0\u5f97\u5728\u8fd9\u91cc\u82b1\u8d39\u4e86\u4e0d\u5c11\u65f6\u95f4\u3002<\/p>\n<p>\u57fa\u672c\u7684\u4f7f\u7528\u6d41\u7a0b\u5982\u4e0b\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u521b\u5efaDockerfile\u548crequirements.txt\u6587\u4ef6<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5728VSCode\u4e2d\u5b89\u88c5\u6269\u5c55\u529f\u80fdRemote-Containers<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5728VSCode\u5de6\u4e0b\u89d2\u7684\u4ee3\u7801\u6309\u94ae\u4e2d\u6267\u884c\u91cd\u65b0\u6253\u5f00\u5bb9\u5668\u548c\u6267\u884cDockerfile\u64cd\u4f5c<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5728Docker\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u8f6f\u4ef6\u5305\u5199\u5165requirements.txt\u6587\u4ef6\u4e2d<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u4e0b\u6b21\u518d\u6b21\u6784\u5efa\u3002<\/ol>\n<p>\u5728\u8fd9\u91cc\uff0c\u6211\u60f3\u8981\u5206\u6210\u4e09\u4e2a\u90e8\u5206\u6765\u8ba8\u8bba\uff1a\u5355\u72ec\u7684Dockerfile\uff0c\u4f7f\u7528docker-compose\u7684\u5f00\u53d1\u73af\u5883\uff0c\u4ee5\u53ca\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u7684Dockerfile\u3002<br \/>\n\u6700\u7ec8\uff0c\u5e0c\u671b\u80fd\u591f\u719f\u6089\u4f7f\u7528docker-compose\u8fdb\u884c\u5f00\u53d1\u3002\u800c\u4e14\uff0c\u5982\u679c\u80fd\u591f\u7f16\u5199\u9002\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u7684Dockerfile\u5c31\u66f4\u597d\u4e86\u3002<\/p>\n<h2>1. \u5355\u72ec\u4f7f\u7528Dockerfile<\/h2>\n<pre class=\"post-pre\"><code><span class=\"c\"># \u4e0a\u90e8\u306b\u8a18\u8ff0\u3057\u305f\u3082\u306e\u307b\u3069\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u5229\u7528\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u308b\u306e\u3067\uff0c\u3088\u304f\u5909\u66f4\u3092\u52a0\u3048\u308b\u3082\u306e\u306f\u4e0b\u306e\u65b9\u306b\u8a18\u8ff0\u3057\u3088\u3046\uff0e<\/span>\r\n<span class=\"c\"># python-buster -&gt; python\u3092\u52d5\u304b\u3059\u305f\u3081\u306e\u6700\u5c0f\u9650\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\uff0eOS\u306fdebian. \u81ea\u5206\u306f\u3053\u308c\u3067\u958b\u767a\u3057\u3066\u3044\u308b\uff0e<\/span>\r\n<span class=\"k\">FROM<\/span><span class=\"s\"> python:3.8-buster<\/span>\r\n\r\n<span class=\"c\">#\u3000\u30d1\u30b9\u306f\u7d76\u5bfe\u30d1\u30b9\u3092\u4f7f\u7528\u3059\u308b\uff0e\u30ed\u30fc\u30ab\u30eb\u3068\u30b3\u30f3\u30c6\u30ca\u3067\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u9020\u304c\u7570\u306a\u308b\u304b\u3089\uff0e<\/span>\r\n<span class=\"k\">WORKDIR<\/span><span class=\"s\"> \/app<\/span>\r\n\r\n<span class=\"c\"># \u30d1\u30c3\u30b1\u30fc\u30b8\u30de\u30cd\u30fc\u30b8\u30e3\u306e\u66f4\u65b0\u3068\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u53d6\u5f97\u306f\u307e\u3068\u3081\u308b. apt\u306e\u65b9\u304capt-get\u3088\u308a\u3082\u826f\u3044\uff0e<\/span>\r\n<span class=\"k\">RUN <\/span>apt update <span class=\"nt\">-y<\/span> <span class=\"o\">&amp;&amp;<\/span> apt upgrade <span class=\"nt\">-y<\/span> <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> ffmpeg\r\n\r\n<span class=\"c\"># ADD\u3088\u308aCOPY\u306e\u65b9\u304c\u826f\u3044\uff0eapp\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30d5\u30a1\u30a4\u30eb\u3092\u30b3\u30d4\u30fc\uff0e\u30ed\u30fc\u30ab\u30eb\u304b\u3089\u30b3\u30f3\u30c6\u30ca\u3078\u3068\u30d5\u30a1\u30a4\u30eb\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3044\u308b\uff0e<\/span>\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> requirements.txt \/app<\/span>\r\n<span class=\"c\"># requirements.txt\u3092\u53c2\u7167\u3057\u3066pip install. python3\u3067\u306fpip3\u3092\u5229\u7528\u3057\u305f\u3044\uff0e<\/span>\r\n<span class=\"k\">RUN <\/span>pip3 <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> pip <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    pip3 <span class=\"nb\">install<\/span> <span class=\"nt\">-r<\/span> requirements.txt\r\n\r\n<span class=\"c\"># \u6307\u5b9a\u3057\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u5404\u74b0\u5883\u3067\u5171\u6709\u3067\u304d\u308b\uff0e<\/span>\r\n<span class=\"c\"># VOLUME \/data<\/span>\r\n\r\n<span class=\"c\"># \u30b3\u30d4\u30fc\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306f\u660e\u793a\u7684\u306b\u6307\u5b9a\uff0e\u5909\u66f4\u90e8\u306e\u307f\u53cd\u6620\u3055\u305b\u308b\u305f\u3081\uff0e\u81ea\u5206\u306f\u9762\u5012\u306a\u306e\u3067\u300c.\u300d\u3067\u6e08\u307e\u305b\u3066\u3057\u307e\u3063\u3066\u3044\u308b\uff0e<\/span>\r\n<span class=\"c\"># COPY src \/app\/src<\/span>\r\n<span class=\"c\"># COPY data \/app\/data<\/span>\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> . \/app<\/span>\r\n\r\n<span class=\"c\"># CMD [\"\/bin\/bash\"]<\/span>\r\n<\/code><\/pre>\n<h2>2. Docker-Compose\u7684\u4f7f\u7528<\/h2>\n<p>\u901a\u8fc7\u4f7f\u7528Docker-compose\uff0c\u53ef\u4ee5\u540c\u65f6\u4f7f\u7528\u591a\u53f0\u670d\u52a1\u5668\u3002\u4f8b\u5982\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u7528\u4e8e\u6267\u884cPython\uff0c\u8fd8\u53ef\u4ee5\u7528\u4e8e\u6570\u636e\u5e93\uff08\u4f8b\u5982postgres\uff09\u548cJupyter\u7b49\u3002\u5171\u4eab\u8d44\u6e90\u4e5f\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u7279\u70b9\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u793a\u4f8b\u4ee3\u7801\uff1a<br \/>\ndocker-compose.yml\uff1a<br \/>\nversion: &#8216;3&#8217;<br \/>\nservices:<br \/>\nnotebook:<br \/>\n# image: jupyter\/datascience-notebook -&gt; \u4e0d\u9700\u8981\uff0c\u56e0\u4e3a\u5728Dockerfile\u4e2d\u5df2\u6307\u5b9a\u57fa\u672c\u6620\u50cf\u3002<br \/>\n# \u5982\u679c\u4e0d\u6307\u5b9acontainer_name\uff0c\u5c06\u81ea\u52a8\u751f\u6210\u4e00\u4e2a\u96be\u4ee5\u786e\u8ba4\u7684\u540d\u79f0\u3002<br \/>\ncontainer_name: vad-sandbox<br \/>\nports:<br \/>\n&#8211; &#8220;8888:8888&#8221;<br \/>\n# \u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u4ee5\u201c.\u201d\u8fd0\u884cDockerfile\u3002<br \/>\nbuild: .<br \/>\n# \u6307\u5b9a\u8981\u6302\u8f7d\u7684\u76ee\u5f55\u3002<br \/>\nvolumes:<br \/>\n&#8211; .:\/app<br \/>\nworking_dir: \/app<br \/>\n# \u81ea\u52a8\u6267\u884c\u547d\u4ee4\u3002\u6211\u81ea\u5df1\u6253\u7684\u547d\u4ee4\u66f4\u5bb9\u6613\u7406\u89e3\uff0c\u6240\u4ee5\u6211\u81ea\u5df1\u6253\u3002<br \/>\n# command: jupyter lab &#8211;ip=0.0.0.0 &#8211;allow-root<\/p>\n<p>\u63a5\u4e0b\u6765\u662f\u4f7f\u7528docker-compose\u65f6\u7684Dockerfile\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> python:3.8-buster<\/span>\r\n\r\n<span class=\"k\">WORKDIR<\/span><span class=\"s\"> \/app<\/span>\r\n\r\n<span class=\"k\">RUN <\/span>apt update <span class=\"nt\">-y<\/span> <span class=\"o\">&amp;&amp;<\/span> apt upgrade <span class=\"nt\">-y<\/span> <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> ffmpeg\r\n\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> requirements.txt \/app<\/span>\r\n\r\n<span class=\"k\">RUN <\/span>pip3 <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> pip <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    pip3 <span class=\"nb\">install<\/span> <span class=\"nt\">-r<\/span> requirements.txt\r\n\r\n<span class=\"c\"># ipywidgets\u3092\u5229\u7528. jupyter\u3092\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u4f7f\u3048\u308b\uff0e<\/span>\r\n<span class=\"k\">RUN <\/span>jupyter nbextension <span class=\"nb\">enable<\/span> <span class=\"nt\">--py<\/span> widgetsnbextension <span class=\"nt\">--sys-prefix<\/span>\r\n\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> . \/app<\/span>\r\n\r\n<span class=\"c\"># CMD [\"\/bin\/bash\"]<\/span>\r\n<\/code><\/pre>\n<h2>Docker\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u3002<\/h2>\n<p>\u5728\u771f\u5b9e\u73af\u5883\u4e2d\uff0c\u81f3\u5173\u91cd\u8981\u7684\u662f\u5c3d\u91cf\u51cf\u5c11\u5bb9\u91cf\u3002\u4e3a\u6b64\uff0c\u91c7\u7528\u591a\u9636\u6bb5\u6784\u5efa\uff08\u5373\u5728\u6784\u5efa\u548c\u6267\u884c\u4e4b\u95f4\u5206\u79bb\u73af\u5883\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># python\u3067\u306falpine\u3088\u308abuster\u306e\u65b9\u304c\u826f\u3044\uff0eslim\u3067\u306fc\u62e1\u5f35\u304c\u4f7f\u3048\u306a\u3044<\/span>\r\n<span class=\"c\"># \u30de\u30eb\u30c1\u30b9\u30c6\u30fc\u30b8\u30d3\u30eb\u30c9\u3067\u30d3\u30eb\u30c9\u3068\u5b9f\u884c\u3067\u30a4\u30e1\u30fc\u30b8\u3092\u5206\u3051\uff0c\u6975\u529b\u5bb9\u91cf\u3092\u5c0f\u3055\u304f\u3059\u308b<\/span>\r\n<span class=\"c\"># \u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u5229\u7528\u3057\u305f\u3044\u3082\u306e\u307b\u3069\u4e0a\u90e8\u306b\u8a18\u8ff0\uff0e\u5909\u66f4\u304c\u3042\u308b\u3068\u305d\u308c\u4ee5\u964d\u7834\u68c4\u3055\u308c\u308b\u305f\u3081\uff0e<\/span>\r\n\r\n<span class=\"c\"># \u30d3\u30eb\u30c9\u7528\uff0ebuster\u306fgcc\u304c\u5229\u7528\u3067\u304d\u308b\uff0ewebrtcvad\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u5fc5\u8981\uff0e<\/span>\r\n<span class=\"k\">FROM<\/span><span class=\"s\"> python:3.8-buster as builder<\/span>\r\n\r\n<span class=\"c\">#\u3000\u30d1\u30b9\u306f\u7d76\u5bfe\u30d1\u30b9\u3092\u4f7f\u7528\u3059\u308b<\/span>\r\n<span class=\"k\">WORKDIR<\/span><span class=\"s\"> \/app<\/span>\r\n\r\n<span class=\"c\"># pytorch\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u305f\u3081\uff0c\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u518d\u5229\u7528\u3057\u3084\u3059\u304f\uff0e<\/span>\r\n<span class=\"k\">RUN <\/span>pip3 <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> pip <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    pip3 <span class=\"nb\">install <\/span>torch\r\n\r\n<span class=\"c\"># ADD\u3088\u308aCOPY\u306e\u65b9\u304c\u826f\u3044\uff0eapp\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30d5\u30a1\u30a4\u30eb\u3092\u30b3\u30d4\u30fc\uff0e<\/span>\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> requirements.txt \/app<\/span>\r\n<span class=\"k\">RUN <\/span>pip3 <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> pip <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    pip3 <span class=\"nb\">install<\/span> <span class=\"nt\">-r<\/span> requirements.txt\r\n\r\n<span class=\"c\">#\u5b9f\u884c\u7528\u30b3\u30f3\u30c6\u30ca<\/span>\r\n<span class=\"k\">FROM<\/span><span class=\"s\"> python:3.8-slim-buster as runner<\/span>\r\n\r\n<span class=\"c\"># \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305fpython\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u5b9f\u884c\u7528\u3078\u3068\u30b3\u30d4\u30fc. 1GB\u307b\u3069\u524a\u6e1b\u3067\u304d\u305f\uff0e<\/span>\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> --from=builder \/usr\/local\/lib\/python3.8\/site-packages \/usr\/local\/lib\/python3.8\/site-packages<\/span>\r\n\r\n<span class=\"c\"># \u30d1\u30c3\u30b1\u30fc\u30b8\u30de\u30cd\u30fc\u30b8\u30e3\u306e\u66f4\u65b0\u3068\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u53d6\u5f97\u306f\u307e\u3068\u3081\u308b. apt\u306e\u65b9\u304capt-get\u3088\u308a\u3082\u826f\u3044\uff0e<\/span>\r\n<span class=\"k\">RUN <\/span>apt update <span class=\"nt\">-y<\/span> <span class=\"o\">&amp;&amp;<\/span> apt upgrade <span class=\"nt\">-y<\/span> <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> ffmpeg\r\n\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> . \/app<\/span>\r\n<\/code><\/pre>\n<h1>\u6700\u540e\u4e00\u6b65<\/h1>\n<p>\u7531\u4e8e\u62bd\u8c61\u5ea6\u8f83\u9ad8\uff0c\u521d\u6b21\u89c1\u5230\u65f6\u80af\u5b9a\u4f1a\u611f\u5230\u56f0\u60d1\uff0c\u4f46\u4e60\u60ef\u540e\u5c31\u53d8\u6210\u4e86\u7b80\u5355\u7684\u5de5\u4f5c\u3002\u8d77\u521d\u53ef\u80fd\u4f1a\u611f\u5230\u538b\u529b\uff0c\u4f46\u6211\u4eec\u8981\u52aa\u529b\u3002\u8fd9\u4e5f\u662f\u5728\u627e\u5de5\u4f5c\u65f6\u53ef\u4ee5\u7a81\u51fa\u7684\u4f18\u52bf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e3a\u4ec0\u4e48\u8981\u4f7f\u7528\uff1f \u4e3a\u4e86\u4fdd\u6301\u73af\u5883\u7684\u6e05\u6d01\u3002 \u5982\u679c\u6ca1\u6709Docker\uff0c\u5728\u672c\u5730\u73af\u5883\u4e2d\u5b89\u88c5Python 3.7\u548cPython [&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-34940","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>\u6709\u5173Docker\u7684\u5185\u5bb9 - 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\/\u6709\u5173docker\u7684\u5185\u5bb9\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6709\u5173Docker\u7684\u5185\u5bb9\" \/>\n<meta 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