{"id":48282,"date":"2025-07-30T11:23:00","date_gmt":"2025-07-30T03:23:00","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/48282.html"},"modified":"2025-07-30T11:23:00","modified_gmt":"2025-07-30T03:23:00","slug":"%e3%80%90%e4%bf%9d%e5%a7%86%e7%ba%a7%e5%96%82%e9%a5%ad%e6%95%99%e7%a8%8b%e3%80%91%e4%bc%98%e5%8c%96%e7%89%88%ef%bc%9apython%e4%be%9d%e8%b5%96%e7%ae%a1%e7%90%86%e5%b7%a5%e5%85%b7%e7%bb%88%e6%9e%81","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/48282.html","title":{"rendered":"\u3010\u4fdd\u59c6\u7ea7\u5582\u996d\u6559\u7a0b\u3011\u4f18\u5316\u7248\uff1aPython\u4f9d\u8d56\u7ba1\u7406\u5de5\u5177\u7ec8\u6781\u6307\u5357\uff082025\u6700\u65b0\u7248\uff09"},"content":{"rendered":"<h2>&#x1f680; \u3010\u4fdd\u59c6\u7ea7\u5582\u996d\u6559\u7a0b\u3011\u4f18\u5316\u7248&#xff1a;Python\u4f9d\u8d56\u7ba1\u7406\u5de5\u5177\u7ec8\u6781\u6307\u5357&#xff08;2025\u6700\u65b0\u7248&#xff09;<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730032250-6889900a3c9c5.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u539f\u6587&#xff1a;\u3010\u4fdd\u59c6\u7ea7\u5582\u996d\u6559\u7a0b\u3011Python\u4f9d\u8d56\u7ba1\u7406\u5de5\u5177\u5927\u5168&#xff1a;Virtualenv\u3001venv\u3001Pipenv\u3001Poetry\u3001pdm\u3001Rye\u3001UV\u3001Conda\u3001Pixi\u7b49<\/p>\n<h2>&#x1f4d6; 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\u4e00\u3001\u5305\u7ba1\u7406\u57fa\u77f3&#xff1a;pip<\/h2>\n<h3>1. pip&#xff08;Python\u5b98\u65b9&#xff0c;2008&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;Python\u5305\u5b89\u88c5\u6838\u5fc3\u5f15\u64ce&#xff0c;PyPA(Python Packaging Authority)\u7ec4\u7ec7\u7ef4\u62a4\u7684\u57fa\u7840\u8bbe\u65bd \u6838\u5fc3\u4ef7\u503c&#xff1a;\u6240\u6709\u9ad8\u7ea7\u5de5\u5177\u7684\u5e95\u5c42\u4f9d\u8d56&#xff0c;PyPI\u751f\u6001\u7684\u63a5\u5165\u7f51\u5173 \u6280\u672f\u67b6\u6784&#xff1a;<\/p>\n<p>  #mermaid-svg-K406JfbwM1LgKRym {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-K406JfbwM1LgKRym .error-icon{fill:#552222;}#mermaid-svg-K406JfbwM1LgKRym .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-K406JfbwM1LgKRym .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-K406JfbwM1LgKRym .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-K406JfbwM1LgKRym .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-K406JfbwM1LgKRym .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-K406JfbwM1LgKRym .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-K406JfbwM1LgKRym .marker{fill:#333333;stroke:#333333;}#mermaid-svg-K406JfbwM1LgKRym .marker.cross{stroke:#333333;}#mermaid-svg-K406JfbwM1LgKRym svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-K406JfbwM1LgKRym .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-K406JfbwM1LgKRym .cluster-label text{fill:#333;}#mermaid-svg-K406JfbwM1LgKRym .cluster-label span{color:#333;}#mermaid-svg-K406JfbwM1LgKRym .label text,#mermaid-svg-K406JfbwM1LgKRym span{fill:#333;color:#333;}#mermaid-svg-K406JfbwM1LgKRym .node rect,#mermaid-svg-K406JfbwM1LgKRym .node circle,#mermaid-svg-K406JfbwM1LgKRym .node ellipse,#mermaid-svg-K406JfbwM1LgKRym .node polygon,#mermaid-svg-K406JfbwM1LgKRym .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-K406JfbwM1LgKRym .node .label{text-align:center;}#mermaid-svg-K406JfbwM1LgKRym .node.clickable{cursor:pointer;}#mermaid-svg-K406JfbwM1LgKRym .arrowheadPath{fill:#333333;}#mermaid-svg-K406JfbwM1LgKRym .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-K406JfbwM1LgKRym .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-K406JfbwM1LgKRym .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-K406JfbwM1LgKRym .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-K406JfbwM1LgKRym .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-K406JfbwM1LgKRym .cluster text{fill:#333;}#mermaid-svg-K406JfbwM1LgKRym .cluster span{color:#333;}#mermaid-svg-K406JfbwM1LgKRym div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-K406JfbwM1LgKRym :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-A-B\" class=\"edgeLabel L-LS-A&#039; L-LE-B\"><\/span><\/p>\n<p>         <span id=\"L-L-B-C\" class=\"edgeLabel L-LS-B&#039; L-LE-C\"><\/span><\/p>\n<p>         <span id=\"L-L-C-D\" class=\"edgeLabel L-LS-C&#039; L-LE-D\"><\/span><\/p>\n<p>         <span id=\"L-L-D-E\" class=\"edgeLabel L-LS-D&#039; L-LE-E\"><\/span><\/p>\n<p>          \u5f00\u53d1\u8005<\/p>\n<p>          pip install<\/p>\n<p>          PyPI\u4ed3\u5e93<\/p>\n<p>          \u4e0b\u8f7dwheel\/sdist<\/p>\n<p>          \u672c\u5730\u6784\u5efa\u5b89\u88c5<\/p>\n<p>\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u96f6\u5b89\u88c5\u6210\u672c&#xff08;Python\u5185\u7f6e&#xff09;<\/li>\n<li>\u5b8c\u5584\u7684PyPI\u6e90\u5b9a\u5236\u652f\u6301&#xff08;\u963f\u91cc\u4e91\/\u6e05\u534e\u6e90\u7b49&#xff09;<\/li>\n<li>\u4e30\u5bcc\u7684\u5b89\u88c5\u9009\u9879&#xff1a;&#8211;index-url\u3001&#8211;extra-index-url\u3001&#8211;find-links<\/li>\n<\/ul>\n<p>\u5c40\u9650&#xff1a;<\/p>\n<ul>\n<li>\u274c \u65e0\u4f9d\u8d56\u51b2\u7a81\u89e3\u51b3\u80fd\u529b<\/li>\n<li>\u274c \u65e0\u73af\u5883\u9694\u79bb\u529f\u80fd<\/li>\n<li>\u274c \u65e0\u7248\u672c\u9501\u5b9a\u673a\u5236<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u4e34\u65f6\u811a\u672c\u7684\u5305\u5b89\u88c5<\/li>\n<li>\u5176\u4ed6\u5de5\u5177\u7684\u5e95\u5c42\u5f15\u64ce<\/li>\n<li>\u7b80\u5355\u9879\u76ee\u7684\u4f9d\u8d56\u7ba1\u7406<\/li>\n<\/ul>\n<p>PyPA\u751f\u6001&#xff1a;\u7ef4\u62a4Python\u6253\u5305\u6807\u51c6\u7684\u6838\u5fc3\u7ec4\u7ec7&#xff0c;\u5305\u542bpip\u3001setuptools\u3001wheel\u3001twine\u7b49\u9879\u76ee&#xff0c;\u8be6\u89c1 PyPA GitHub \u9879\u76ee\u5730\u5740&#xff1a;pip GitHub<\/p>\n<hr \/>\n<h2>&#x1f512; \u4e8c\u3001\u865a\u62df\u73af\u5883\u89e3\u51b3\u65b9\u6848<\/h2>\n<h3>1. virtualenv&#xff08;Ian Bicking&#xff0c;2007&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;\u8de8\u7248\u672c\u73af\u5883\u9694\u79bb\u7684\u5960\u57fa\u8005 \u521b\u65b0\u70b9&#xff1a;\u9996\u6b21\u5b9e\u73b0Python\u73af\u5883\u9694\u79bb\u7684\u7b2c\u4e09\u65b9\u65b9\u6848 \u6280\u672f\u7279\u70b9&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u542b\u7cfb\u7edf\u5305\u7684\u6df7\u5408\u73af\u5883&#xff08;\u9002\u5408\u5b89\u5168\u73af\u5883&#xff09;<\/span><br \/>\nvirtualenv <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&#8211;<\/span>system<span class=\"token operator\">&#8211;<\/span>site<span class=\"token operator\">&#8211;<\/span>packages hybrid_env<\/p>\n<p>\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u5b8c\u7f8e\u652f\u6301Python 2.x&#xff08;\u5386\u53f2\u9879\u76ee\u517c\u5bb9&#xff09;<\/li>\n<li>\u81ea\u7531\u6307\u5b9a\u4efb\u610fPython\u89e3\u91ca\u5668\u8def\u5f84<\/li>\n<li>\u7075\u6d3b\u7684\u7ad9\u70b9\u5305\u590d\u7528\u673a\u5236<\/li>\n<\/ul>\n<p>\u7f3a\u9677&#xff1a;<\/p>\n<ul>\n<li>Windows\u8def\u5f84\u5904\u7406\u5b58\u5728\u517c\u5bb9\u6027\u95ee\u9898<\/li>\n<li>\u9700\u624b\u52a8\u7ba1\u7406\u73af\u5883\u6fc0\u6d3b\u72b6\u6001<\/li>\n<li>\u65e0\u96c6\u6210\u4f9d\u8d56\u7ba1\u7406\u80fd\u529b<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u9057\u7559Python 2\u7cfb\u7edf\u7ef4\u62a4<\/li>\n<li>\u591a\u89e3\u91ca\u5668\u517c\u5bb9\u6027\u6d4b\u8bd5<\/li>\n<li>\u7279\u6b8a\u89e3\u91ca\u5668\u8def\u5f84\u9700\u6c42<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;virtualenv GitHub \u64cd\u4f5c\u793a\u4f8b&#xff1a;<\/p>\n<p> <span class=\"token comment\"># \u5b89\u88c5 &amp; \u521b\u5efa\u73af\u5883<\/span><br \/>\npip <span class=\"token function\">install<\/span> virtualenv<br \/>\nvirtualenv legacy_env -p \/usr\/bin\/python2.7<\/p>\n<p><span class=\"token comment\"># \u6fc0\u6d3b&#xff08;Windows&#xff09;<\/span><br \/>\nlegacy_env<span class=\"token punctuation\">\\\\<\/span>Scripts<span class=\"token punctuation\">\\\\<\/span>activate<\/p>\n<p><span class=\"token comment\"># \u6fc0\u6d3b&#xff08;Unix&#xff09;<\/span><br \/>\n<span class=\"token builtin class-name\">source<\/span> legacy_env\/bin\/activate<\/p>\n<h3>2. venv&#xff08;Python3.3&#043;&#xff0c;2012&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;\u8f7b\u91cf\u7ea7\u73af\u5883\u9694\u79bb\u7684\u5b98\u65b9\u6807\u51c6 \u8bbe\u8ba1\u54f2\u5b66&#xff1a;KISS\u539f\u5219&#xff08;Keep It Simple, Stupid&#xff09; \u6280\u672f\u5c40\u9650&#xff1a;<\/p>\n<p>  #mermaid-svg-5pAmk3XfPxaKBDKn {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-5pAmk3XfPxaKBDKn .error-icon{fill:#552222;}#mermaid-svg-5pAmk3XfPxaKBDKn .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-5pAmk3XfPxaKBDKn .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-5pAmk3XfPxaKBDKn .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-5pAmk3XfPxaKBDKn .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-5pAmk3XfPxaKBDKn .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-5pAmk3XfPxaKBDKn .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-5pAmk3XfPxaKBDKn .marker{fill:#333333;stroke:#333333;}#mermaid-svg-5pAmk3XfPxaKBDKn .marker.cross{stroke:#333333;}#mermaid-svg-5pAmk3XfPxaKBDKn svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-5pAmk3XfPxaKBDKn .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-5pAmk3XfPxaKBDKn .cluster-label text{fill:#333;}#mermaid-svg-5pAmk3XfPxaKBDKn .cluster-label span{color:#333;}#mermaid-svg-5pAmk3XfPxaKBDKn .label text,#mermaid-svg-5pAmk3XfPxaKBDKn span{fill:#333;color:#333;}#mermaid-svg-5pAmk3XfPxaKBDKn .node rect,#mermaid-svg-5pAmk3XfPxaKBDKn .node circle,#mermaid-svg-5pAmk3XfPxaKBDKn .node ellipse,#mermaid-svg-5pAmk3XfPxaKBDKn .node polygon,#mermaid-svg-5pAmk3XfPxaKBDKn .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-5pAmk3XfPxaKBDKn .node .label{text-align:center;}#mermaid-svg-5pAmk3XfPxaKBDKn .node.clickable{cursor:pointer;}#mermaid-svg-5pAmk3XfPxaKBDKn .arrowheadPath{fill:#333333;}#mermaid-svg-5pAmk3XfPxaKBDKn .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-5pAmk3XfPxaKBDKn .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-5pAmk3XfPxaKBDKn .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-5pAmk3XfPxaKBDKn .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-5pAmk3XfPxaKBDKn .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-5pAmk3XfPxaKBDKn .cluster text{fill:#333;}#mermaid-svg-5pAmk3XfPxaKBDKn .cluster span{color:#333;}#mermaid-svg-5pAmk3XfPxaKBDKn div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-5pAmk3XfPxaKBDKn :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-A-B\" class=\"edgeLabel L-LS-A&#039; L-LE-B\"><\/span><\/p>\n<p>         <span id=\"L-L-B-C\" class=\"edgeLabel L-LS-B&#039; L-LE-C\"><\/span><\/p>\n<p>         <span id=\"L-L-C-D\" class=\"edgeLabel L-LS-C&#039; L-LE-D\"><\/span><\/p>\n<p>          venv\u73af\u5883<\/p>\n<p>          \u4f9d\u8d56pip<\/p>\n<p>          \u624b\u52a8\u7ef4\u62a4requirements.txt<\/p>\n<p>          \u7248\u672c\u51b2\u7a81\u98ce\u9669<\/p>\n<p>\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u5f00\u7bb1\u5373\u7528&#xff08;Python3.3&#043;\u5185\u7f6e&#xff09;<\/li>\n<li>\u65e0\u989d\u5916\u4f9d\u8d56<\/li>\n<li>\u6e05\u6670\u7684\u76ee\u5f55\u7ed3\u6784<\/li>\n<li>\u4e0epip\u5b8c\u7f8e\u534f\u540c<\/li>\n<\/ul>\n<p>\u7f3a\u9677&#xff1a;<\/p>\n<ul>\n<li>\u274c \u65e0\u6cd5\u7ba1\u7406Python\u89e3\u91ca\u5668\u7248\u672c<\/li>\n<li>\u274c \u4f9d\u8d56\u89e3\u6790\u9700\u4eba\u5de5\u4ecb\u5165<\/li>\n<li>\u274c \u73af\u5883\u9ed8\u8ba4\u5d4c\u5165\u9879\u76ee\u76ee\u5f55<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u5feb\u901f\u539f\u578b\u9a8c\u8bc1<\/li>\n<li>\u5c0f\u578b\u811a\u672c\u5f00\u53d1<\/li>\n<li>\u6559\u5b66\u6f14\u793a\u73af\u5883<\/li>\n<\/ul>\n<p>\u64cd\u4f5c\u793a\u4f8b&#xff1a;<\/p>\n<p> <span class=\"token comment\"># \u521b\u5efa\u9694\u79bb\u73af\u5883<\/span><br \/>\npython -m venv lean_env<\/p>\n<p><span class=\"token comment\"># \u6fc0\u6d3b\u73af\u5883<\/span><br \/>\n<span class=\"token comment\"># Windows: lean_env\\\\Scripts\\\\activate<\/span><br \/>\n<span class=\"token comment\"># Unix: source lean_env\/bin\/activate<\/span><\/p>\n<hr \/>\n<h2>&#x1f504; \u4e09\u3001Python\u7248\u672c\u7ba1\u7406\u4e13\u5bb6<\/h2>\n<h3>1. pyenv&#xff08;\u793e\u533a&#xff0c;2014&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;\u89e3\u91ca\u5668\u7248\u672c\u7ba1\u7406\u4e13\u5bb6 \u67b6\u6784\u8bbe\u8ba1&#xff1a;<\/p>\n<p>  #mermaid-svg-UZuGxolblK9D1QNz {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-UZuGxolblK9D1QNz .error-icon{fill:#552222;}#mermaid-svg-UZuGxolblK9D1QNz .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-UZuGxolblK9D1QNz .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-UZuGxolblK9D1QNz .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-UZuGxolblK9D1QNz .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-UZuGxolblK9D1QNz .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-UZuGxolblK9D1QNz .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-UZuGxolblK9D1QNz .marker{fill:#333333;stroke:#333333;}#mermaid-svg-UZuGxolblK9D1QNz .marker.cross{stroke:#333333;}#mermaid-svg-UZuGxolblK9D1QNz svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-UZuGxolblK9D1QNz .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-UZuGxolblK9D1QNz .cluster-label text{fill:#333;}#mermaid-svg-UZuGxolblK9D1QNz .cluster-label span{color:#333;}#mermaid-svg-UZuGxolblK9D1QNz .label text,#mermaid-svg-UZuGxolblK9D1QNz span{fill:#333;color:#333;}#mermaid-svg-UZuGxolblK9D1QNz .node rect,#mermaid-svg-UZuGxolblK9D1QNz .node circle,#mermaid-svg-UZuGxolblK9D1QNz .node ellipse,#mermaid-svg-UZuGxolblK9D1QNz .node polygon,#mermaid-svg-UZuGxolblK9D1QNz .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-UZuGxolblK9D1QNz .node .label{text-align:center;}#mermaid-svg-UZuGxolblK9D1QNz .node.clickable{cursor:pointer;}#mermaid-svg-UZuGxolblK9D1QNz .arrowheadPath{fill:#333333;}#mermaid-svg-UZuGxolblK9D1QNz .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-UZuGxolblK9D1QNz .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-UZuGxolblK9D1QNz .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-UZuGxolblK9D1QNz .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-UZuGxolblK9D1QNz .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-UZuGxolblK9D1QNz .cluster text{fill:#333;}#mermaid-svg-UZuGxolblK9D1QNz .cluster span{color:#333;}#mermaid-svg-UZuGxolblK9D1QNz div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-UZuGxolblK9D1QNz :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-A-B\" class=\"edgeLabel L-LS-A&#039; L-LE-B\"><\/span><\/p>\n<p>         <span id=\"L-L-B-C\" class=\"edgeLabel L-LS-B&#039; L-LE-C\"><\/span><\/p>\n<p>         <span id=\"L-L-C-D\" class=\"edgeLabel L-LS-C&#039; L-LE-D\"><\/span><\/p>\n<p>         <span id=\"L-L-D-E\" class=\"edgeLabel L-LS-D&#039; L-LE-E\"><\/span><\/p>\n<p>          \u5f00\u53d1\u8005<\/p>\n<p>          pyenv install<\/p>\n<p>          \u4e0b\u8f7dPython\u6e90\u7801<\/p>\n<p>          \u7f16\u8bd1\u5b89\u88c5<\/p>\n<p>          \u7248\u672c\u5207\u6362<\/p>\n<p>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u7eafShell\u5b9e\u73b0&#xff08;\u96f6Python\u4f9d\u8d56&#xff09;<\/li>\n<li>\u5e76\u884c\u591a\u7248\u672c\u7ba1\u7406<\/li>\n<li>\u7cbe\u51c6\u7684\u7248\u672c\u5207\u6362<\/li>\n<\/ul>\n<p>\u6280\u672f\u5c40\u9650&#xff1a;<\/p>\n<ul>\n<li>Windows\u9700pyenv-win\u6269\u5c55<\/li>\n<li>\u65e0\u76f4\u63a5\u4f9d\u8d56\u7ba1\u7406\u80fd\u529b<\/li>\n<li>\u9700\u914d\u5408\u865a\u62df\u73af\u5883\u5de5\u5177<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u591a\u7248\u672c\u517c\u5bb9\u6027\u6d4b\u8bd5<\/li>\n<li>\u8de8\u7248\u672c\u9879\u76ee\u7ef4\u62a4<\/li>\n<li>\u89e3\u91ca\u5668\u7248\u672c\u70ed\u5207\u6362<\/li>\n<\/ul>\n<p>\u6280\u672f\u672c\u8d28&#xff1a;\u901a\u8fc7PATH\u4f18\u5148\u7ea7\u8c03\u6574\u5b9e\u73b0\u7248\u672c\u5207\u6362&#xff0c;\u67b6\u6784\u53c2\u8003rbenv \u9879\u76ee\u5730\u5740&#xff1a;pyenv GitHub<\/p>\n<hr \/>\n<h2>&#x1f680; \u56db\u3001\u73b0\u4ee3\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u94fe<\/h2>\n<h3>1. Pipenv&#xff08;Kenneth Reitz&#xff0c;2017&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;pip&#043;virtualenv\u7684\u9769\u547d\u6027\u6574\u5408 \u521b\u65b0\u70b9&#xff1a;\u9996\u6b21\u5f15\u5165Pipfile\/Pipfile.lock\u4f9d\u8d56\u7ba1\u7406\u8303\u5f0f \u6280\u672f\u75db\u70b9&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u4f9d\u8d56\u89e3\u6790\u4e0d\u7a33\u5b9a\u6027\u793a\u4f8b<\/span><br \/>\npipenv install django<span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">3.2<\/span>  <span class=\"token comment\"># \u7b2c\u4e00\u6b21\u6210\u529f<\/span><br \/>\npipenv install celery<span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">5.0<\/span>  <span class=\"token comment\"># \u53ef\u80fd\u5bfc\u81f4django\u7248\u672c\u51b2\u7a81<\/span><\/p>\n<p>\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u52a8\u865a\u62df\u73af\u5883\u7ba1\u7406<\/li>\n<li>.env\u73af\u5883\u53d8\u91cf\u652f\u6301<\/li>\n<li>\u4f9d\u8d56\u54c8\u5e0c\u6821\u9a8c\u673a\u5236<\/li>\n<\/ul>\n<p>\u7f3a\u9677&#xff1a;<\/p>\n<ul>\n<li>\u5927\u578b\u9879\u76ee\u89e3\u6790\u901f\u5ea6\u6162<\/li>\n<li>\u9501\u6587\u4ef6\u5076\u53d1\u4e0d\u4e00\u81f4<\/li>\n<li>\u793e\u533a\u6d3b\u8dc3\u5ea6\u4e0b\u964d<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u4e2d\u5c0f\u578bWeb\u5e94\u7528<\/li>\n<li>\u5feb\u901f\u539f\u578b\u5f00\u53d1<\/li>\n<li>\u5b98\u65b9\u5de5\u5177\u94fe\u8fc7\u6e21\u671f<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;pipenv GitHub<\/p>\n<h3>2. Poetry&#xff08;S\u00e9bastien Eustace&#xff0c;2018&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u6807\u6746 \u6838\u5fc3\u67b6\u6784&#xff1a;<\/p>\n<p>  #mermaid-svg-dTyux6j00hXlYI77 {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-dTyux6j00hXlYI77 .error-icon{fill:#552222;}#mermaid-svg-dTyux6j00hXlYI77 .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-dTyux6j00hXlYI77 .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-dTyux6j00hXlYI77 .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-dTyux6j00hXlYI77 .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-dTyux6j00hXlYI77 .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-dTyux6j00hXlYI77 .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-dTyux6j00hXlYI77 .marker{fill:#333333;stroke:#333333;}#mermaid-svg-dTyux6j00hXlYI77 .marker.cross{stroke:#333333;}#mermaid-svg-dTyux6j00hXlYI77 svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-dTyux6j00hXlYI77 .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-dTyux6j00hXlYI77 .cluster-label text{fill:#333;}#mermaid-svg-dTyux6j00hXlYI77 .cluster-label span{color:#333;}#mermaid-svg-dTyux6j00hXlYI77 .label text,#mermaid-svg-dTyux6j00hXlYI77 span{fill:#333;color:#333;}#mermaid-svg-dTyux6j00hXlYI77 .node rect,#mermaid-svg-dTyux6j00hXlYI77 .node circle,#mermaid-svg-dTyux6j00hXlYI77 .node ellipse,#mermaid-svg-dTyux6j00hXlYI77 .node polygon,#mermaid-svg-dTyux6j00hXlYI77 .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-dTyux6j00hXlYI77 .node .label{text-align:center;}#mermaid-svg-dTyux6j00hXlYI77 .node.clickable{cursor:pointer;}#mermaid-svg-dTyux6j00hXlYI77 .arrowheadPath{fill:#333333;}#mermaid-svg-dTyux6j00hXlYI77 .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-dTyux6j00hXlYI77 .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-dTyux6j00hXlYI77 .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-dTyux6j00hXlYI77 .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-dTyux6j00hXlYI77 .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-dTyux6j00hXlYI77 .cluster text{fill:#333;}#mermaid-svg-dTyux6j00hXlYI77 .cluster span{color:#333;}#mermaid-svg-dTyux6j00hXlYI77 div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-dTyux6j00hXlYI77 :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-A-B\" class=\"edgeLabel L-LS-A&#039; L-LE-B\"><\/span><\/p>\n<p>         <span id=\"L-L-B-C\" class=\"edgeLabel L-LS-B&#039; L-LE-C\"><\/span><\/p>\n<p>         <span id=\"L-L-C-D\" class=\"edgeLabel L-LS-C&#039; L-LE-D\"><\/span><\/p>\n<p>         <span id=\"L-L-D-E\" class=\"edgeLabel L-LS-D&#039; L-LE-E\"><\/span><\/p>\n<p>          pyproject.toml<\/p>\n<p>          \u4f9d\u8d56\u58f0\u660e<\/p>\n<p>          poetry.lock<\/p>\n<p>          \u6784\u5efawheel\/sdist<\/p>\n<p>          \u53d1\u5e03PyPI<\/p>\n<p>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u8bed\u4e49\u5316\u7248\u672c\u63a7\u5236&#xff08;^1.2.3&#xff09;<\/li>\n<li>\u4e00\u4f53\u5316\u5f00\u53d1\u5230\u53d1\u5e03\u6d41\u7a0b<\/li>\n<li>\u4f9d\u8d56\u6811\u53ef\u89c6\u5316\u5206\u6790<\/li>\n<\/ul>\n<p>\u6280\u672f\u5c40\u9650&#xff1a;<\/p>\n<ul>\n<li>\u51b7\u542f\u52a8\u89e3\u6790\u6027\u80fd\u74f6\u9888<\/li>\n<li>\u56fd\u5185\u955c\u50cf\u9700\u9010\u9879\u76ee\u914d\u7f6e<\/li>\n<li>\u65e7\u9879\u76ee\u8fc1\u79fb\u6210\u672c\u9ad8<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u5f00\u6e90\u5e93\u5f00\u53d1<\/li>\n<li>\u590d\u6742\u4f9d\u8d56\u9879\u76ee<\/li>\n<li>PyPI\u5305\u53d1\u5e03<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;Poetry GitHub \u64cd\u4f5c\u793a\u4f8b&#xff1a;<\/p>\n<p> <span class=\"token comment\"># \u521b\u5efa\u65b0\u9879\u76ee<\/span><br \/>\npoetry new modern_project<\/p>\n<p><span class=\"token comment\"># \u6dfb\u52a0\u4f9d\u8d56<\/span><br \/>\npoetry <span class=\"token function\">add<\/span> <span class=\"token string\">&#034;pydantic&gt;&#061;2.0&#034;<\/span> &#8211;group dev<\/p>\n<h3>3. PDM&#xff08;Frost Ming&#xff0c;2020&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;PEP 582\u6807\u51c6\u5148\u950b \u521b\u65b0\u8bbe\u8ba1&#xff1a;<\/p>\n<p>  #mermaid-svg-bCCBJNYiazmnpKkk {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-bCCBJNYiazmnpKkk .error-icon{fill:#552222;}#mermaid-svg-bCCBJNYiazmnpKkk .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-bCCBJNYiazmnpKkk .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-bCCBJNYiazmnpKkk .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-bCCBJNYiazmnpKkk .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-bCCBJNYiazmnpKkk .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-bCCBJNYiazmnpKkk .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-bCCBJNYiazmnpKkk .marker{fill:#333333;stroke:#333333;}#mermaid-svg-bCCBJNYiazmnpKkk .marker.cross{stroke:#333333;}#mermaid-svg-bCCBJNYiazmnpKkk svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-bCCBJNYiazmnpKkk .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-bCCBJNYiazmnpKkk .cluster-label text{fill:#333;}#mermaid-svg-bCCBJNYiazmnpKkk .cluster-label span{color:#333;}#mermaid-svg-bCCBJNYiazmnpKkk .label text,#mermaid-svg-bCCBJNYiazmnpKkk span{fill:#333;color:#333;}#mermaid-svg-bCCBJNYiazmnpKkk .node rect,#mermaid-svg-bCCBJNYiazmnpKkk .node circle,#mermaid-svg-bCCBJNYiazmnpKkk .node ellipse,#mermaid-svg-bCCBJNYiazmnpKkk .node polygon,#mermaid-svg-bCCBJNYiazmnpKkk .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-bCCBJNYiazmnpKkk .node .label{text-align:center;}#mermaid-svg-bCCBJNYiazmnpKkk .node.clickable{cursor:pointer;}#mermaid-svg-bCCBJNYiazmnpKkk .arrowheadPath{fill:#333333;}#mermaid-svg-bCCBJNYiazmnpKkk .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-bCCBJNYiazmnpKkk .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-bCCBJNYiazmnpKkk .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-bCCBJNYiazmnpKkk .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-bCCBJNYiazmnpKkk .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-bCCBJNYiazmnpKkk .cluster text{fill:#333;}#mermaid-svg-bCCBJNYiazmnpKkk .cluster span{color:#333;}#mermaid-svg-bCCBJNYiazmnpKkk div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-bCCBJNYiazmnpKkk :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-A-B\" class=\"edgeLabel L-LS-A&#039; L-LE-B\"><\/span><\/p>\n<p>         <span id=\"L-L-B-C\" class=\"edgeLabel L-LS-B&#039; L-LE-C\"><\/span><\/p>\n<p>         <span id=\"L-L-C-D\" class=\"edgeLabel L-LS-C&#039; L-LE-D\"><\/span><\/p>\n<p>         <span id=\"L-L-D-E\" class=\"edgeLabel L-LS-D&#039; L-LE-E\"><\/span><\/p>\n<p>          \u9879\u76ee\u76ee\u5f55<\/p>\n<p>          __pypackages__<\/p>\n<p>          3.10<\/p>\n<p>          lib<\/p>\n<p>          \u4f9d\u8d56\u5305<\/p>\n<p>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u514d\u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/li>\n<li>\u4f9d\u8d56\u89e3\u6790\u901f\u5ea6\u4f18\u5f02<\/li>\n<li>\u7c7bpnpm\u7684\u96c6\u4e2d\u5f0f\u7f13\u5b58<\/li>\n<\/ul>\n<p>\u6280\u672f\u5c40\u9650&#xff1a;<\/p>\n<ul>\n<li>IDE\u9700\u624b\u52a8\u914d\u7f6e\u89e3\u91ca\u5668\u8def\u5f84<\/li>\n<li>\u975e\u865a\u62df\u73af\u5883\u8c03\u8bd5\u590d\u6742\u5ea6\u9ad8<\/li>\n<li>\u751f\u6001\u9002\u914d\u4ecd\u5728\u8fdb\u884c<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u5fae\u670d\u52a1\u67b6\u6784<\/li>\n<li>CLI\u5de5\u5177\u5f00\u53d1<\/li>\n<li>\u8f7b\u91cf\u5316\u9879\u76ee<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;pdm GitHub<\/p>\n<h3>4. Rye&#xff08;Astral&#xff0c;2023&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;Poetry\u7684\u6781\u901f\u66ff\u4ee3\u65b9\u6848 \u6280\u672f\u6808\u6574\u5408&#xff1a;<\/p>\n<p>rye &#061; pyenv &#043; pipx &#043; uv &#043; poetry<\/p>\n<p>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u5171\u4eabuv\u7684Rust\u89e3\u6790\u5f15\u64ce<\/li>\n<li>\u5185\u7f6ePython\u7248\u672c\u7ba1\u7406<\/li>\n<li>\u7c7bpipx\u7684CLI\u5de5\u5177\u7ba1\u7406<\/li>\n<\/ul>\n<p>\u6280\u672f\u5c40\u9650&#xff1a;<\/p>\n<ul>\n<li>\u65b0\u5de5\u5177\u751f\u6001\u9002\u914d\u4e2d<\/li>\n<li>\u6587\u6863\u5b8c\u5584\u5ea6\u5f85\u63d0\u5347<\/li>\n<li>\u4f01\u4e1a\u7ea7\u9a8c\u8bc1\u4e0d\u8db3<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;Rye GitHub<\/p>\n<h3>5. uv&#xff08;Astral&#xff0c;2024&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;\u65b0\u4e00\u4ee3Python\u5de5\u5177\u94fe\u7edf\u4e00\u4f53 \u6027\u80fd\u7a81\u7834&#xff1a;<\/p>\n<p>barChart<br \/>\n    title \u4f9d\u8d56\u89e3\u6790\u8017\u65f6\u5bf9\u6bd4(ms)<br \/>\n    x-axis \u5de5\u5177<br \/>\n    y-axis \u65f6\u95f4<br \/>\n    series \u51b7\u542f\u52a8&#xff1a; [32100, 11400, 500]<br \/>\n    series \u70ed\u7f13\u5b58&#xff1a; [28700, 9200, 20]<br \/>\n    categories [pip, Poetry, uv]<\/p>\n<p>\u6280\u672f\u77e9\u9635&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u4e00\u4f53\u5316\u547d\u4ee4\u4f53\u7cfb<\/span><br \/>\nuv pip <span class=\"token function\">install<\/span> numpy       <span class=\"token comment\"># \u66ff\u4ee3pip<\/span><br \/>\nuv venv .env              <span class=\"token comment\"># \u66ff\u4ee3virtualenv<\/span><br \/>\nuv python <span class=\"token function\">install<\/span> <span class=\"token number\">3.12<\/span>    <span class=\"token comment\"># \u66ff\u4ee3pyenv<\/span><br \/>\nuv run main.py            <span class=\"token comment\"># \u66ff\u4ee3poetry run<\/span><br \/>\nuv tool <span class=\"token function\">install<\/span> ruff      <span class=\"token comment\"># \u66ff\u4ee3pipx<\/span><\/p>\n<p>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u26a1 \u6bd4pip\u5feb100\u500d\u7684\u89e3\u6790\u901f\u5ea6<\/li>\n<li>&#x1f512; \u8de8\u5e73\u53f0\u4e00\u81f4\u6027\u9501\u6587\u4ef6<\/li>\n<li>&#x1f4e6; \u5f00\u7bb1\u5373\u7528\u7684\u9879\u76ee\u6a21\u677f<\/li>\n<\/ul>\n<p>\u6280\u672f\u5c40\u9650&#xff1a;<\/p>\n<ul>\n<li>\u975ePython\u4f9d\u8d56\u652f\u6301\u5f85\u5b8c\u5584<\/li>\n<li>\u79d1\u5b66\u8ba1\u7b97\u751f\u6001\u9002\u914d\u4e2d<\/li>\n<li>\u4f01\u4e1a\u7ea7CI\/CD\u96c6\u6210\u9a8c\u8bc1<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u6240\u6709\u7eafPython\u9879\u76ee<\/li>\n<li>CI\/CD\u6d41\u6c34\u7ebf\u52a0\u901f<\/li>\n<li>\u8de8\u5e73\u53f0\u5f00\u53d1\u73af\u5883<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;uv GitHub<\/p>\n<hr \/>\n<h2>&#x1f52c; \u4e94\u3001\u79d1\u5b66\u8ba1\u7b97\u751f\u6001<\/h2>\n<h3>1. Conda&#xff08;Anaconda&#xff0c;2012&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;\u8de8\u8bed\u8a00\u4f9d\u8d56\u7ba1\u7406\u6807\u6746 \u5546\u4e1a\u751f\u6001&#xff1a;<\/p>\n<p>  #mermaid-svg-Bna6RebkZVqcVW7n {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-Bna6RebkZVqcVW7n .error-icon{fill:#552222;}#mermaid-svg-Bna6RebkZVqcVW7n .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-Bna6RebkZVqcVW7n .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-Bna6RebkZVqcVW7n .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-Bna6RebkZVqcVW7n .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-Bna6RebkZVqcVW7n .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-Bna6RebkZVqcVW7n .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-Bna6RebkZVqcVW7n .marker{fill:#333333;stroke:#333333;}#mermaid-svg-Bna6RebkZVqcVW7n .marker.cross{stroke:#333333;}#mermaid-svg-Bna6RebkZVqcVW7n svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-Bna6RebkZVqcVW7n .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-Bna6RebkZVqcVW7n .cluster-label text{fill:#333;}#mermaid-svg-Bna6RebkZVqcVW7n .cluster-label span{color:#333;}#mermaid-svg-Bna6RebkZVqcVW7n .label text,#mermaid-svg-Bna6RebkZVqcVW7n span{fill:#333;color:#333;}#mermaid-svg-Bna6RebkZVqcVW7n .node rect,#mermaid-svg-Bna6RebkZVqcVW7n .node circle,#mermaid-svg-Bna6RebkZVqcVW7n .node ellipse,#mermaid-svg-Bna6RebkZVqcVW7n .node polygon,#mermaid-svg-Bna6RebkZVqcVW7n .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-Bna6RebkZVqcVW7n .node .label{text-align:center;}#mermaid-svg-Bna6RebkZVqcVW7n .node.clickable{cursor:pointer;}#mermaid-svg-Bna6RebkZVqcVW7n .arrowheadPath{fill:#333333;}#mermaid-svg-Bna6RebkZVqcVW7n .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-Bna6RebkZVqcVW7n .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-Bna6RebkZVqcVW7n .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-Bna6RebkZVqcVW7n .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-Bna6RebkZVqcVW7n .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-Bna6RebkZVqcVW7n .cluster text{fill:#333;}#mermaid-svg-Bna6RebkZVqcVW7n .cluster span{color:#333;}#mermaid-svg-Bna6RebkZVqcVW7n div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-Bna6RebkZVqcVW7n :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-A-B\" class=\"edgeLabel L-LS-A&#039; L-LE-B\"><\/span><\/p>\n<p>         <span id=\"L-L-A-C\" class=\"edgeLabel L-LS-A&#039; L-LE-C\"><\/span><\/p>\n<p>         <span id=\"L-L-A-D\" class=\"edgeLabel L-LS-A&#039; L-LE-D\"><\/span><\/p>\n<p>          Conda<\/p>\n<p>          Anaconda\u5546\u4e1a\u7248<\/p>\n<p>          Miniconda\u793e\u533a\u7248<\/p>\n<p>          conda-forge\u751f\u6001<\/p>\n<p>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u975ePython\u4f9d\u8d56\u7ba1\u7406&#xff08;CUDA\/MKL\u7b49&#xff09;<\/li>\n<li>\u9884\u7f16\u8bd1\u4e8c\u8fdb\u5236\u52a0\u901f<\/li>\n<li>\u8de8\u8bed\u8a00\u73af\u5883\u652f\u6301<\/li>\n<\/ul>\n<p>\u6280\u672f\u5c40\u9650&#xff1a;<\/p>\n<ul>\n<li>\u5546\u4e1a\u4f7f\u7528\u6388\u6743\u9650\u5236<\/li>\n<li>\u73af\u5883\u4f53\u79ef\u81c3\u80bf<\/li>\n<li>PyPI\u5305\u66f4\u65b0\u6ede\u540e<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u673a\u5668\u5b66\u4e60\u5de5\u7a0b<\/li>\n<li>\u6570\u636e\u79d1\u5b66\u5e73\u53f0<\/li>\n<li>\u8de8\u8bed\u8a00\u8ba1\u7b97\u9879\u76ee<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;conda GitHub<\/p>\n<h3>2. Mamba&#xff08;2019&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;Conda\u7684C&#043;&#043;\u52a0\u901f\u7248 \u6027\u80fd\u5bf9\u6bd4&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u4f9d\u8d56\u89e3\u6790\u901f\u5ea6\u63d0\u5347<\/span><br \/>\nconda_speed <span class=\"token operator\">&#061;<\/span> 1x<br \/>\nmamba_speed <span class=\"token operator\">&#061;<\/span> 5x  <span class=\"token comment\"># libmamba\u5f15\u64ce<\/span><\/p>\n<p>\u6280\u672f\u5c40\u9650&#xff1a;<\/p>\n<ul>\n<li>\u547d\u4ee4\u884c\u517c\u5bb9\u6027\u95ee\u9898<\/li>\n<li>\u5d4c\u5957\u73af\u5883\u652f\u6301\u4e0d\u8db3<\/li>\n<li>\u4f01\u4e1a\u7ea7\u652f\u6301\u6709\u9650<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;mamba GitHub<\/p>\n<h3>3. Miniforge&#xff08;conda-forge&#xff0c;2020&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;Conda\u8f7b\u91cf\u5316\u66ff\u4ee3 \u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u9ed8\u8ba4conda-forge\u6e90<\/li>\n<li>\u7cbe\u7b80\u9884\u88c5\u5305<\/li>\n<li>\u793e\u533a\u9a71\u52a8\u5f00\u53d1<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;Miniforge GitHub<\/p>\n<h3>4. Pixi&#xff08;Prefix.dev&#xff0c;2024&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;Conda\u7684\u73b0\u4ee3Rust\u66ff\u4ee3 \u6280\u672f\u6574\u5408&#xff1a;<\/p>\n<p>pixi &#061; Conda &#043; uv &#043; pyproject.toml<\/p>\n<p>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u7edf\u4e00\u7ba1\u7406PyPI\u548cConda\u5305<\/li>\n<li>\u57fa\u4e8eRust\u7684\u8de8\u5e73\u53f0\u9501\u6587\u4ef6<\/li>\n<li>\u73b0\u4ee3\u5316CLI\u4f53\u9a8c<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u6df7\u5408\u4f9d\u8d56\u9879\u76ee<\/li>\n<li>\u8de8\u56e2\u961f\u534f\u4f5c<\/li>\n<li>\u9ad8\u6027\u80fd\u8ba1\u7b97<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;pixi GitHub<\/p>\n<hr \/>\n<h2>&#x1f9e9; \u516d\u3001\u4f9d\u8d56\u7cbe\u51c6\u63a7\u5236\u5de5\u5177<\/h2>\n<h3>1. pip-tools&#xff08;2013&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;\u751f\u4ea7\u7ea7\u4f9d\u8d56\u9501\u5b9a \u5de5\u4f5c\u6d41&#xff1a;<\/p>\n<p>  #mermaid-svg-QrZqJx1zVQdPEiCS 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rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-QrZqJx1zVQdPEiCS .cluster text{fill:#333;}#mermaid-svg-QrZqJx1zVQdPEiCS .cluster span{color:#333;}#mermaid-svg-QrZqJx1zVQdPEiCS div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-QrZqJx1zVQdPEiCS :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-A-B\" class=\"edgeLabel L-LS-A&#039; L-LE-B\"><\/span><\/p>\n<p>         <span id=\"L-L-B-C\" class=\"edgeLabel L-LS-B&#039; L-LE-C\"><\/span><\/p>\n<p>         <span id=\"L-L-C-D\" class=\"edgeLabel L-LS-C&#039; L-LE-D\"><\/span><\/p>\n<p>         <span id=\"L-L-D-E\" class=\"edgeLabel L-LS-D&#039; L-LE-E\"><\/span><\/p>\n<p>          requirements.in<\/p>\n<p>          pip-compile<\/p>\n<p>          requirements.txt<\/p>\n<p>          pip-sync<\/p>\n<p>          \u7cbe\u786e\u73af\u5883<\/p>\n<p>\u6838\u5fc3\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>Docker\u955c\u50cf\u6784\u5efa<\/li>\n<li>\u751f\u4ea7\u670d\u52a1\u5668\u90e8\u7f72<\/li>\n<li>\u5b89\u5168\u654f\u611f\u73af\u5883<\/li>\n<\/ul>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;pip-tools GitHub<\/p>\n<h3>2. pipreqs&#xff08;2016&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;AST\u5206\u6790\u751f\u6210\u6700\u5c0f\u4f9d\u8d56 \u5c40\u9650&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u52a8\u6001\u5bfc\u5165\u65e0\u6cd5\u6355\u83b7<\/span><br \/>\n<span class=\"token builtin\">__import__<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;os&#039;<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u4e0d\u4f1a\u88ab\u8bc6\u522b<\/span><br \/>\n<span class=\"token keyword\">import<\/span> importlib<br \/>\nimportlib<span class=\"token punctuation\">.<\/span>import_module<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;sys&#039;<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u4e0d\u4f1a\u88ab\u8bc6\u522b<\/span><\/p>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;pipreqs GitHub<\/p>\n<h3>3. pigar&#xff08;2018&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;\u4f9d\u8d56\u6765\u6e90\u5ba1\u8ba1\u4e13\u5bb6 \u8f93\u51fa\u793a\u4f8b&#xff1a;<\/p>\n<p># pigar\u751f\u6210\u7684requirements.txt<br \/>\nrequests&#061;&#061;2.31.0  # app\/main.py:5, utils\/http.py:12<br \/>\nnumpy&gt;&#061;1.24  # data\/processing.py:88<\/p>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;pigar GitHub<\/p>\n<h3>4. pipdeptree&#xff08;2015&#xff09;<\/h3>\n<p>\u6280\u672f\u5b9a\u4f4d&#xff1a;\u4f9d\u8d56\u51b2\u7a81\u8bca\u65ad\u5668 \u51b2\u7a81\u68c0\u6d4b&#xff1a;<\/p>\n<p>$ pipdeptree &#8211;warn conflict<br \/>\nWarning<span class=\"token operator\">!<\/span><span class=\"token operator\">!<\/span><span class=\"token operator\">!<\/span> Possible conflicting dependencies found:<br \/>\n\u2022 pkgA requires numpy<span class=\"token operator\">&lt;<\/span><span class=\"token number\">2.0<\/span><br \/>\n\u2022 pkgB requires numpy<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token number\">2.0<\/span><\/p>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;pipdeptree GitHub<\/p>\n<hr \/>\n<h2>&#x1f4ca; \u4e03\u3001\u5de5\u5177\u5168\u666f\u5bf9\u6bd4\u8868&#xff08;15\u6b3e\u6838\u5fc3\u5de5\u5177&#xff09;<\/h2>\n<table>\n<tr>\u5de5\u5177\u4f5c\u8005\/\u56e2\u961f\u53d1\u5e03\u65f6\u95f4\u73af\u5883\u9694\u79bbPython\u7248\u672c\u7ba1\u7406\u4f9d\u8d56\u58f0\u660e\u6587\u4ef6\u9501\u6587\u4ef6\u8de8\u5e73\u53f0\u9501\u975ePython\u4f9d\u8d56\u5305\u6784\u5efa\/\u53d1\u5e03\u5b9e\u73b0\u8bed\u8a00\u5178\u578b\u573a\u666f<\/tr>\n<tbody>\n<tr>\n<td>pip<\/td>\n<td>Python\u5b98\u65b9<\/td>\n<td>2008<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>requirements.txt<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>Python<\/td>\n<td>\u5e95\u5c42\u5f15\u64ce<\/td>\n<\/tr>\n<tr>\n<td>virtualenv<\/td>\n<td>Ian Bicking<\/td>\n<td>2007<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u65e0<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>Python<\/td>\n<td>Python2\u517c\u5bb9<\/td>\n<\/tr>\n<tr>\n<td>venv<\/td>\n<td>Python\u5b98\u65b9<\/td>\n<td>2012<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u65e0<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>Python<\/td>\n<td>\u8f7b\u91cf\u9694\u79bb<\/td>\n<\/tr>\n<tr>\n<td>pyenv<\/td>\n<td>\u793e\u533a<\/td>\n<td>2014<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>\u65e0<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>Bash<\/td>\n<td>\u591a\u7248\u672c\u5207\u6362<\/td>\n<\/tr>\n<tr>\n<td>Pipenv<\/td>\n<td>Kenneth Reitz<\/td>\n<td>2017<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>Pipfile<\/td>\n<td>Pipfile.lock<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>Python<\/td>\n<td>\u4e2d\u5c0fWeb\u5e94\u7528<\/td>\n<\/tr>\n<tr>\n<td>Poetry<\/td>\n<td>S\u00e9bastien Eustace<\/td>\n<td>2018<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>pyproject.toml<\/td>\n<td>poetry.lock<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>Python<\/td>\n<td>\u5f00\u6e90\u5e93\u5f00\u53d1<\/td>\n<\/tr>\n<tr>\n<td>PDM<\/td>\n<td>Frost Ming<\/td>\n<td>2020<\/td>\n<td>\u26a0\ufe0f<\/td>\n<td>\u274c<\/td>\n<td>pyproject.toml<\/td>\n<td>pdm.lock<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>Python<\/td>\n<td>\u5fae\u670d\u52a1\u5f00\u53d1<\/td>\n<\/tr>\n<tr>\n<td>Rye<\/td>\n<td>Astral<\/td>\n<td>2023<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>pyproject.toml<\/td>\n<td>requirements.lock<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>Rust<\/td>\n<td>\u73b0\u4ee3\u9879\u76ee<\/td>\n<\/tr>\n<tr>\n<td>uv<\/td>\n<td>Astral<\/td>\n<td>2024<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>pyproject.toml<\/td>\n<td>uv.lock<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>Rust<\/td>\n<td>\u5168Python\u9879\u76ee<\/td>\n<\/tr>\n<tr>\n<td>Conda<\/td>\n<td>Anaconda<\/td>\n<td>2012<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>environment.yml<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>\u26a0\ufe0f<\/td>\n<td>Python<\/td>\n<td>\u6570\u636e\u79d1\u5b66<\/td>\n<\/tr>\n<tr>\n<td>Mamba<\/td>\n<td>QuantStack<\/td>\n<td>2019<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>environment.yml<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>\u26a0\ufe0f<\/td>\n<td>C&#043;&#043;<\/td>\n<td>\u5927\u578b\u79d1\u5b66\u8ba1\u7b97<\/td>\n<\/tr>\n<tr>\n<td>Miniforge<\/td>\n<td>conda-forge<\/td>\n<td>2020<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>environment.yml<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>\u26a0\ufe0f<\/td>\n<td>Python<\/td>\n<td>\u8f7b\u91cf\u6570\u636e\u79d1\u5b66<\/td>\n<\/tr>\n<tr>\n<td>Pixi<\/td>\n<td>Prefix.dev<\/td>\n<td>2024<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>pyproject.toml<\/td>\n<td>pixi.lock<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>Rust<\/td>\n<td>\u8de8\u8bed\u8a00\u8ba1\u7b97<\/td>\n<\/tr>\n<tr>\n<td>pip-tools<\/td>\n<td>Vincent Driessen<\/td>\n<td>2013<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>requirements.in<\/td>\n<td>requirements.txt<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>Python<\/td>\n<td>\u751f\u4ea7\u90e8\u7f72<\/td>\n<\/tr>\n<tr>\n<td>pipdeptree<\/td>\n<td>\u793e\u533a<\/td>\n<td>2015<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u65e0<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>Python<\/td>\n<td>\u51b2\u7a81\u8bca\u65ad<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2>\u23f3 \u516b\u3001Python\u4f9d\u8d56\u7ba1\u7406\u6f14\u8fdb\u53f2<\/h2>\n<p>timeline<br \/>\n    title Python\u4f9d\u8d56\u7ba1\u7406\u5de5\u5177\u6f14\u8fdb<br \/>\n    2000 : setuptools(easy_install)<br \/>\n    2008 &#xff1a; pip &#043; virtualenv<br \/>\n    2012 &#xff1a; venv(Python3.3\u5185\u7f6e)<br \/>\n    2013 &#xff1a; pip-tools<br \/>\n    2014 &#xff1a; pyenv<br \/>\n    2017 &#xff1a; Pipenv<br \/>\n    2018 &#xff1a; Poetry<br \/>\n    2020 &#xff1a; PDM<br \/>\n    2023 &#xff1a; Rye<br \/>\n    2024 &#xff1a; uv<br \/>\n    \u79d1\u5b66\u8ba1\u7b97\u751f\u6001&#xff1a;<br \/>\n        2012 &#xff1a; Conda<br \/>\n        2020 &#xff1a; Miniforge<br \/>\n        2019 &#xff1a; Mamba<br \/>\n        2024 &#xff1a; Pixi<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730032250-6889900a64b21.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u5173\u952e\u8f6c\u6298\u70b9&#xff1a;<\/p>\n<li>2008&#xff1a;pip\u8bde\u751f&#xff0c;\u5960\u5b9aPyPI\u751f\u6001\u57fa\u7840<\/li>\n<li>2012&#xff1a;venv\u6210\u4e3aPython3\u5b98\u65b9\u73af\u5883\u6807\u51c6<\/li>\n<li>2017&#xff1a;Pipfile\u9769\u547d\u6539\u53d8\u4f9d\u8d56\u7ba1\u7406\u8303\u5f0f<\/li>\n<li>2024&#xff1a;Rust\u5de5\u5177\u94fe(uv)\u5b9e\u73b0\u6027\u80fd\u7a81\u7834<\/li>\n<hr \/>\n<h2>&#x1f9ed; \u4e5d\u30012025\u9009\u578b\u6307\u5357<\/h2>\n<h3>1. \u51b3\u7b56\u77e9\u9635<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730032255-6889900f0f361.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>2. \u573a\u666f\u5316\u63a8\u8350&#xff1a;<\/h3>\n<li>\u521d\u5b66\u8005&#xff1a;pip &#043; venv&#xff08;\u638c\u63e1\u6838\u5fc3\u6982\u5ff5&#xff09;<\/li>\n<li>\u5e93\u5f00\u53d1\u8005&#xff1a;Poetry&#xff08;\u6210\u719f\u7684\u6253\u5305\u53d1\u5e03\u751f\u6001&#xff09;<\/li>\n<li>\u6570\u636e\u79d1\u5b66&#xff1a;\n<ul>\n<li>\u4f01\u4e1a\u73af\u5883&#xff1a;Conda<\/li>\n<li>\u56e2\u961f\u534f\u4f5c&#xff1a;Pixi<\/li>\n<\/ul>\n<\/li>\n<li>Python2\u7ef4\u62a4&#xff1a;virtualenv &#043; uv<\/li>\n<li>\u65e7\u9879\u76ee\u91cd\u6784&#xff1a;pipreqs &#043; pipdeptree<\/li>\n<li>\u5168\u573a\u666f\u9996\u9009&#xff1a;uv&#xff08;\u6027\u80fd\u4e0e\u529f\u80fd\u7684\u5b8c\u7f8e\u5e73\u8861&#xff09;<\/li>\n<hr \/>\n<h2>&#x1f52e; \u672a\u6765\u8d8b\u52bf\u9884\u6d4b<\/h2>\n<li>\n<p>Rust\u5de5\u5177\u94fe\u7edf\u6cbb&#xff1a;uv\u5b89\u88c5\u91cf\u5360PyPI\u6d41\u91cf30%(2025H2\u6570\u636e)<\/p>\n<\/li>\n<li>\n<p>AI\u9a71\u52a8\u4f9d\u8d56\u534f\u5546&#xff1a;GPT-DependencySolver\u8fdb\u5165\u5b9e\u7528\u9636\u6bb5<\/p>\n<\/li>\n<li>\n<p>\u5bb9\u5668\u5316\u6df1\u5ea6\u6574\u5408&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730032258-688990123033b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n<li>\n<p>\u5143\u5de5\u5177\u5d1b\u8d77&#xff1a;\u8de8\u8bed\u8a00\u4f9d\u8d56\u7ba1\u7406\u7edf\u4e00\u65b9\u6848<\/p>\n<\/li>\n<hr \/>\n<h2>&#x1f517; 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