{"id":46397,"date":"2025-07-30T03:07:14","date_gmt":"2025-07-29T19:07:14","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/46397.html"},"modified":"2025-07-30T03:07:14","modified_gmt":"2025-07-29T19:07:14","slug":"%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%ae%89%e8%a3%85jupyterlab","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/46397.html","title":{"rendered":"\u670d\u52a1\u5668\u5b89\u88c5jupyterLab"},"content":{"rendered":"<\/p>\n<h4>\u76ee\u5f55<\/h4>\n<ul>\n<li>\u4ec0\u4e48\u662fjupyterlab<\/li>\n<li>\u5b89\u88c5\u73af\u5883\u914d\u7f6e\u8bf4\u660e<\/li>\n<li>\n<ul>\n<li>\u68c0\u67e5Python\u7248\u672c<\/li>\n<li>\u5347\u7ea7pip&#xff08;\u53ef\u9009\u4f46\u63a8\u8350&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u5347\u7ea7OpenSSL<\/li>\n<li>\n<ul>\n<li>1. \u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56<\/li>\n<li>2. \u4e0b\u8f7d\u5e76\u5b89\u88c5\u65b0\u7248 OpenSSL<\/li>\n<\/ul>\n<\/li>\n<li>\u5b89\u88c5jupyterLab<\/li>\n<li>\u542f\u52a8jupyterlab<\/li>\n<li>myjupyter\u542f\u505c\u811a\u672c<\/li>\n<\/ul>\n<h2>\u4ec0\u4e48\u662fjupyterlab<\/h2>\n<p>JupyterLab \u662f\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u5f00\u53d1\u73af\u5883&#xff0c;\u4e13\u4e3a\u6570\u636e\u79d1\u5b66\u3001\u79d1\u5b66\u8ba1\u7b97\u548c\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u8bbe\u8ba1\u3002\u5b83\u57fa\u4e8e Jupyter Notebook \u7684\u4f20\u7edf\u67b6\u6784&#xff0c;\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7ea7\u7684\u7528\u6237\u754c\u9762\u548c\u529f\u80fd\u6269\u5c55&#xff0c;\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00&#xff08;\u5982 Python\u3001R\u3001Julia \u7b49&#xff09;&#xff0c;\u5e76\u5141\u8bb8\u7528\u6237\u521b\u5efa\u5305\u542b\u5b9e\u65f6\u4ee3\u7801\u3001\u65b9\u7a0b\u5f0f\u3001\u53ef\u89c6\u5316\u548c\u6587\u672c\u7684\u6587\u6863\u3002<\/p>\n<p>\u4e3b\u8981\u7279\u70b9<\/p>\n<ul>\n<li>\u6a21\u5757\u5316\u754c\u9762&#xff1a;\u652f\u6301\u591a\u6587\u6863\u6807\u7b7e\u9875\u548c\u53ef\u62d6\u62fd\u9762\u677f&#xff0c;\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49\u5de5\u4f5c\u533a\u5e03\u5c40&#xff0c;\u540c\u65f6\u67e5\u770b\u4ee3\u7801\u3001\u8f93\u51fa\u3001\u6570\u636e\u53ef\u89c6\u5316\u3001\u6587\u4ef6\u6d4f\u89c8\u5668\u7b49\u7ec4\u4ef6\u3002<\/li>\n<li>\u4e30\u5bcc\u7684\u6587\u4ef6\u652f\u6301&#xff1a;\u4e0d\u4ec5\u80fd\u5904\u7406 Notebook \u6587\u4ef6&#xff08;.ipynb&#xff09;&#xff0c;\u8fd8\u80fd\u7f16\u8f91\u666e\u901a\u4ee3\u7801\u6587\u4ef6&#xff08;\u5982.py\u3001.R&#xff09;\u3001Markdown \u6587\u6863\u3001CSV \u8868\u683c\u3001\u56fe\u50cf\u7b49\u3002<\/li>\n<li>\u4ea4\u4e92\u5f0f\u8ba1\u7b97&#xff1a;\u63d0\u4f9b\u4ee3\u7801\u5373\u65f6\u6267\u884c\u3001\u53d8\u91cf\u68c0\u67e5\u548c\u53ef\u89c6\u5316\u529f\u80fd&#xff0c;\u652f\u6301\u5b9e\u65f6\u6570\u636e\u63a2\u7d22\u3002<\/li>\n<li>\u6269\u5c55\u7cfb\u7edf&#xff1a;\u901a\u8fc7\u5b89\u88c5\u7b2c\u4e09\u65b9\u63d2\u4ef6&#xff08;Extensions&#xff09;&#xff0c;\u53ef\u4ee5\u589e\u5f3a\u529f\u80fd&#xff0c;\u5982\u6dfb\u52a0\u4e3b\u9898\u3001\u7248\u672c\u63a7\u5236\u3001\u4ee3\u7801\u81ea\u52a8\u8865\u5168\u3001\u8fdc\u7a0b\u670d\u52a1\u5668\u8fde\u63a5\u7b49\u3002 \u57fa\u672c\u4f7f\u7528\u573a\u666f<\/li>\n<li>\u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316&#xff1a;\u7ed3\u5408 pandas\u3001matplotlib\u3001Plotly \u7b49\u5e93\u8fdb\u884c\u6570\u636e\u5904\u7406\u548c\u56fe\u8868\u5c55\u793a\u3002<\/li>\n<li>\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5f00\u53d1&#xff1a;\u4f7f\u7528 TensorFlow\u3001PyTorch \u7b49\u6846\u67b6\u8bad\u7ec3\u548c\u8c03\u8bd5\u6a21\u578b\u3002<\/li>\n<li>\u6559\u5b66\u4e0e\u5b66\u672f\u7814\u7a76&#xff1a;\u521b\u5efa\u53ef\u4ea4\u4e92\u7684\u6559\u5b66\u6750\u6599\u6216\u7814\u7a76\u62a5\u544a\u3002<\/li>\n<\/ul>\n<h2>\u5b89\u88c5\u73af\u5883\u914d\u7f6e\u8bf4\u660e<\/h2>\n<p>JupyterLab \u7684\u5b89\u88c5\u548c\u8fd0\u884c\u5bf9 Python \u73af\u5883\u6709\u4e00\u5b9a\u8981\u6c42&#xff0c;\u4ee5\u4e0b\u662f\u5177\u4f53\u8bf4\u660e&#xff1a;<\/p>\n<p>\u6700\u4f4e Python \u7248\u672c\u8981\u6c42<\/p>\n<ul>\n<li>Python 3.7&#043;&#xff1a;\u4ece JupyterLab 3.0 \u7248\u672c\u5f00\u59cb&#xff0c;\u5b98\u65b9\u660e\u786e\u8981\u6c42 Python \u73af\u5883\u4e3a 3.7 \u53ca\u4ee5\u4e0a\u3002\u66f4\u65e9\u7684 Python \u7248\u672c&#xff08;\u5982 Python 2 \u6216 Python 3.6 \u53ca\u4ee5\u4e0b&#xff09;\u53ef\u80fd\u65e0\u6cd5\u6b63\u5e38\u5b89\u88c5\u6216\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<p>\u7248\u672c\u517c\u5bb9\u6027\u6ce8\u610f\u4e8b\u9879<\/p>\n<ul>\n<li>JupyterLab 4.x&#xff1a;\u5efa\u8bae\u4f7f\u7528 Python 3.8 \u53ca\u4ee5\u4e0a\u7248\u672c&#xff0c;\u4ee5\u786e\u4fdd\u6240\u6709\u529f\u80fd\u6b63\u5e38\u5de5\u4f5c\u3002<\/li>\n<li>JupyterLab 3.x&#xff1a;\u652f\u6301 Python 3.7&#043;&#xff0c;\u4f46\u90e8\u5206\u6269\u5c55\u53ef\u80fd\u9700\u8981\u66f4\u9ad8\u7248\u672c\u3002<\/li>\n<li>\u65e7\u7248\u672c JupyterLab&#xff08;\u5982 2.x \u53ca\u4ee5\u4e0b&#xff09;&#xff1a;\u53ef\u80fd\u652f\u6301 Python 3.6&#xff0c;\u4f46\u4e0d\u63a8\u8350\u4f7f\u7528&#xff0c;\u56e0\u4e3a\u5b98\u65b9\u5df2\u505c\u6b62\u7ef4\u62a4\u65e7\u7248\u672c\u3002<\/li>\n<\/ul>\n<p>\u5b89\u88c5\u5efa\u8bae \u4e3a\u907f\u514d\u517c\u5bb9\u6027\u95ee\u9898&#xff0c;\u63a8\u8350\u4f7f\u7528Python 3.8 \u53ca\u4ee5\u4e0a\u7248\u672c&#xff0c;\u5e76\u642d\u914d\u6700\u65b0\u7684 pip \u5305\u7ba1\u7406\u5668&#xff1a;<\/p>\n<h3>\u68c0\u67e5Python\u7248\u672c<\/h3>\n<p>python3 &#8211;version  <span class=\"token comment\"># \u786e\u4fdd\u8f93\u51fa\u4e3aPython 3.7\u6216\u66f4\u9ad8<\/span><\/p>\n<h3>\u5347\u7ea7pip&#xff08;\u53ef\u9009\u4f46\u63a8\u8350&#xff09;<\/h3>\n<p>pip3 <span class=\"token function\">install<\/span> &#8211;upgrade pip<\/p>\n<p>\u9a8c\u8bc1\u5b89\u88c5\u73af\u5883 \u5b89\u88c5\u524d&#xff0c;\u5efa\u8bae\u786e\u8ba4 Python \u73af\u5883\u662f\u5426\u6ee1\u8db3\u8981\u6c42&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u67e5\u770bPython\u7248\u672c<\/span><br \/>\npython3 &#8211;version  <span class=\"token comment\"># \u6216 python3 &#8211;version<\/span><\/p>\n<p><span class=\"token comment\"># \u67e5\u770bpip\u7248\u672c&#xff08;\u786e\u4fdd\u4e3a\u6700\u65b0&#xff09;<\/span><br \/>\npip3 &#8211;version<\/p>\n<p>\u5e38\u89c1\u95ee\u9898\u4e0e\u89e3\u51b3\u65b9\u6848<\/p>\n<li>Python \u7248\u672c\u8fc7\u4f4e&#xff1a;\u5982\u679c\u7cfb\u7edf\u9ed8\u8ba4 Python \u7248\u672c\u4e0d\u7b26\u5408\u8981\u6c42&#xff0c;\u53ef\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5347\u7ea7&#xff1a;\n<ul>\n<li>\u4f7f\u7528conda\u521b\u5efa\u72ec\u7acb\u73af\u5883&#xff1a;conda create -n jupyterlab python&#061;3.9<\/li>\n<li>\u4f7f\u7528pyenv\u7ba1\u7406\u591a\u7248\u672c Python&#xff1a;pyenv install 3.9.13<\/li>\n<\/ul>\n<\/li>\n<li>\u4f9d\u8d56\u51b2\u7a81&#xff1a;\u5b89\u88c5\u65f6\u53ef\u80fd\u9047\u5230\u5305\u7248\u672c\u51b2\u7a81&#xff0c;\u5efa\u8bae&#xff1a;\n<ul>\n<li>\u4f7f\u7528\u865a\u62df\u73af\u5883&#xff08;venv\u6216conda&#xff09;\u9694\u79bb\u9879\u76ee\u4f9d\u8d56<\/li>\n<li>\u5b89\u88c5\u524d\u6e05\u7406\u65e7\u7248\u672c&#xff1a;pip3 uninstall jupyterlab &amp;&amp; pip3 install jupyterlab<\/li>\n<\/ul>\n<\/li>\n<h2>\u5347\u7ea7OpenSSL<\/h2>\n<p>\u4e0d\u5347\u7ea7\u53ef\u80fd\u4f1a\u62a5\u4ee5\u4e0b\u9519\u8bef ImportError: urllib3 v2 only supports OpenSSL 1.1.1&#043;, currently the &#039;ssl&#039; module is compiled with &#039;OpenSSL 1.0.2k-fips 26 Jan 2017&#039;. See: https:\/\/github.com\/urllib3\/urllib3\/issues\/2168 \u5347\u7ea7 OpenSSL \u5e76\u91cd\u5efa Python \u73af\u5883&#xff08;\u66f4\u5f7b\u5e95&#xff09; \u9002\u7528\u4e8e\u9700\u8981\u957f\u671f\u7ef4\u62a4\u7684\u73af\u5883&#xff08;\u64cd\u4f5c\u8f83\u590d\u6742&#xff09;&#xff1a;<\/p>\n<h3>1. \u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56<\/h3>\n<p><span class=\"token function\">sudo<\/span> yum <span class=\"token function\">install<\/span> -y gcc <span class=\"token function\">make<\/span> zlib-devel<\/p>\n<h3>2. \u4e0b\u8f7d\u5e76\u5b89\u88c5\u65b0\u7248 OpenSSL<\/h3>\n<p><span class=\"token builtin class-name\">cd<\/span> \/tmp<br \/>\n<span class=\"token function\">wget<\/span> https:\/\/www.openssl.org\/source\/openssl-1.1.1w.tar.gz<br \/>\n<span class=\"token function\">tar<\/span> -zxvf openssl-1.1.1w.tar.gz<br \/>\n<span class=\"token builtin class-name\">cd<\/span> openssl-1.1.1w<br \/>\n.\/config &#8211;prefix<span class=\"token operator\">&#061;<\/span>\/usr\/local\/openssl &#8211;openssldir<span class=\"token operator\">&#061;<\/span>\/usr\/local\/openssl<br \/>\n<span class=\"token function\">make<\/span> -j<span class=\"token variable\"><span class=\"token variable\">$(<\/span>nproc<span class=\"token variable\">)<\/span><\/span><br \/>\n<span class=\"token function\">sudo<\/span> <span class=\"token function\">make<\/span> <span class=\"token function\">install<\/span><\/p>\n<p><span class=\"token comment\"># 3. \u8bbe\u7f6e\u5e93\u8def\u5f84<\/span><br \/>\n<span class=\"token builtin class-name\">echo<\/span> <span class=\"token string\">&#034;\/usr\/local\/openssl\/lib&#034;<\/span> <span class=\"token operator\">|<\/span> <span class=\"token function\">sudo<\/span> <span class=\"token function\">tee<\/span> \/etc\/ld.so.conf.d\/openssl-1.1.1.conf<br \/>\n<span class=\"token function\">sudo<\/span> ldconfig<\/p>\n<p><span class=\"token comment\"># 4. \u91cd\u65b0\u7f16\u8bd1 Python 3.9<\/span><br \/>\n<span class=\"token comment\"># \u8fdb\u5165python\u7684\u89e3\u538b\u6587\u4ef6\u5939<\/span><br \/>\n<span class=\"token builtin class-name\">cd<\/span> Python-3.9.18<\/p>\n<p><span class=\"token comment\"># \u914d\u7f6e\u65f6\u94fe\u63a5\u65b0 OpenSSL<\/span><br \/>\n<span class=\"token builtin class-name\">export<\/span> <span class=\"token assign-left variable\">LDFLAGS<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;-L\/usr\/local\/openssl\/lib&#034;<\/span><br \/>\n<span class=\"token builtin class-name\">export<\/span> <span class=\"token assign-left variable\">CPPFLAGS<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;-I\/usr\/local\/openssl\/include&#034;<\/span><br \/>\n.\/configure &#8211;prefix<span class=\"token operator\">&#061;<\/span>\/usr\/local\/python3 &#8211;with-openssl<span class=\"token operator\">&#061;<\/span>\/usr\/local\/openssl<br \/>\n<span class=\"token function\">sudo<\/span> <span class=\"token function\">make<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token function\">make<\/span> <span class=\"token function\">install<\/span>  <\/p>\n<p><span class=\"token comment\"># 5. \u91cd\u88c5 Jupyter<\/span><br \/>\npip3 uninstall jupyterlab <span class=\"token operator\">&amp;&amp;<\/span> pip3 <span class=\"token function\">install<\/span> jupyterlab<br \/>\n\u9a8c\u8bc1\u4fee\u590d<br \/>\n<span class=\"token function\">bash<\/span><br \/>\n<span class=\"token comment\"># \u68c0\u67e5 OpenSSL \u94fe\u63a5\u60c5\u51b5<\/span><br \/>\npython3 -c <span class=\"token string\">&#034;import ssl; print(ssl.OPENSSL_VERSION)&#034;<\/span><br \/>\n<span class=\"token comment\"># \u5e94\u663e\u793a OpenSSL 1.1.1w \u6216\u66f4\u9ad8<\/span><\/p>\n<h2>\u5b89\u88c5jupyterLab<\/h2>\n<p>\u5b98\u65b9\u5b89\u88c5\u5730\u5740\u4f20\u9001\u95e8<\/p>\n<li>\n<p>\u670d\u52a1\u5668\u5b89\u88c5\u6307\u4ee4<\/p>\n<p> pip3 <span class=\"token function\">install<\/span> jupyterlab<\/p>\n<p><span class=\"token comment\"># \u56fd\u5185\u955c\u50cf\u6e90\u52a0\u901f<\/span><br \/>\npip3 <span class=\"token function\">install<\/span> jupyterlab -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple\n <\/li>\n<li>\n<p>\u914d\u7f6ejupyterlab \u7528root\u6267\u884c<\/p>\n<p> jupyter lab &#8211;generate-config<\/p>\n<p>\u6267\u884c\u5b8c\u53ea\u6709\u4e00\u4e2a\u6587\u4ef6\u5982\u4e0b&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729190710-68891bdec100f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n<li>\n<p>\u751f\u6210\u5bc6\u7801<\/p>\n<p> jupyter lab password<\/p>\n<p>\u8f93\u5165\u4e24\u6b21\u5bc6\u7801&#xff0c;\u786e\u8ba4\u540e\u751f\u6210\u5bc6\u7801\u6587\u4ef6\u3002 \u4e3a\u4e86\u65b9\u4fbf\u4f7f\u7528jupyterlab\u6211\u4e60\u60ef\u5bc6\u7801\u8bbe\u7f6e\u4e3a123456 \u7136\u540e\u591a\u51fa\u4e00\u4e2a\u6587\u4ef6\u5939&#xff0c;\u5982\u4e0b&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729190710-68891bdef2ceb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n<li>\n<p>\u521b\u5efajupyterlab\u5de5\u4f5c\u76ee\u5f55<\/p>\n<p> <span class=\"token function\">mkdir<\/span> \/root\/jupyter-workspace\n <\/li>\n<li>\n<p>\u4fee\u6539\u914d\u7f6e\u6587\u4ef6<\/p>\n<p> <span class=\"token function\">vim<\/span> \/root\/.jupyter\/jupyter_lab_config.py<\/p>\n<p>\u5728jupyter_lab_config.py\u4e2d\u589e\u52a0\u4e0b\u9762\u5185\u5bb9&#xff1a;<\/p>\n<p> c<span class=\"token punctuation\">.<\/span>ServerApp<span class=\"token punctuation\">.<\/span>allow_remote_access <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span>  <span class=\"token comment\"># \u5141\u8bb8\u8fdc\u7a0b\u8bbf\u95ee<\/span><br \/>\nc<span class=\"token punctuation\">.<\/span>ServerApp<span class=\"token punctuation\">.<\/span>allow_root <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span>           <span class=\"token comment\"># \u5141\u8bb8root\u8fd0\u884c<\/span><br \/>\nc<span class=\"token punctuation\">.<\/span>ServerApp<span class=\"token punctuation\">.<\/span>notebook_dir <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">u&#039;\/root\/jupyter-workspace\/&#039;<\/span>  <span class=\"token comment\"># \u8bbe\u7f6e\u5de5\u4f5c\u76ee\u5f55&#xff0c;\u9ed8\u8ba4\u4e3a\u7528\u6237\u5bb6\u76ee\u5f55<\/span><br \/>\nc<span class=\"token punctuation\">.<\/span>ServerApp<span class=\"token punctuation\">.<\/span>ip <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;*&#039;<\/span>                    <span class=\"token comment\"># \u76d1\u542c\u5730\u5740<\/span><br \/>\nc<span class=\"token punctuation\">.<\/span>ServerApp<span class=\"token punctuation\">.<\/span>port <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">8888<\/span>                 <span class=\"token comment\"># \u8fd0\u884c\u7aef\u53e3&#xff0c;\u9ed8\u8ba48888<\/span><br \/>\n<span class=\"token comment\"># \u8fd9\u91cc\u7684\u5bc6\u7801\u9700\u8981\u81ea\u5df1\u4fee\u6539\u81ea\u5df1\u7684&#xff0c;<\/span><br \/>\n<span class=\"token comment\"># \u5728 cat .jupyter\/jupyter_server_config.json\u91cc\u9762<\/span><br \/>\nc<span class=\"token punctuation\">.<\/span>ServerApp<span class=\"token punctuation\">.<\/span>password <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;argon2:$argon2id$v&#061;19$m&#061;10240,t&#061;10,p&#061;8$mkz4PovyvKdZir9TQGM9CQ$iXKNBrnCSBOE0plxR5K8e5CXUdxa&#043;Of0dAis6KNMcSI&#034;<\/span><br \/>\nc<span class=\"token punctuation\">.<\/span>ServerApp<span class=\"token punctuation\">.<\/span>open_browser <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span>        <span class=\"token comment\"># \u6253\u5f00\u6d4f\u89c8\u5668<\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729190711-68891bdf33e77.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u4e3b\u8981\u662f&#xff1a;\u914d\u7f6e\u7aef\u53e3\u3001\u7a0b\u5e8f\u9ed8\u8ba4\u8def\u5f84\u3001\u53ef\u8bbf\u95ee\u7684IP \u672a\u7528\u9ed8\u8ba4\u7aef\u53e38888 \u3002 \u5982\u679c\u9632\u706b\u5899\u7aef\u53e3\u6ca1\u6253\u5f00&#xff0c;\u8bf7\u53bb\u670d\u52a1\u5668\u5b98\u7f51\u63a7\u5236\u53f0\u8bbe\u7f6e\u7aef\u53e3\u89c4\u5219<\/p>\n<p>\u8bbf\u95eejupyterlab \u7f51\u9875\u683c\u5f0f\u4e3a&#xff1a; http:\/\/\u670d\u52a1\u5668\u516c\u7f51ip:8888 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729190711-68891bdf767ac.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n<h2>\u542f\u52a8jupyterlab<\/h2>\n<li>\u540e\u53f0\u8fd0\u884c<span class=\"token function\">nohup<\/span> python3 -m jupyterlab &#8211;allow-root <span class=\"token operator\">&gt;<\/span> \/root\/.jupyter\/jupyter.log <span class=\"token operator\"><span class=\"token file-descriptor important\">2<\/span>&gt;<\/span><span class=\"token file-descriptor important\">&amp;1<\/span> <span class=\"token operator\">&amp;<\/span><br \/>\n \u6267\u884c\u8fd9\u884c\u6307\u4ee4\u540e\u591a\u51fa\u8fd9\u4e9b\u6587\u4ef6\u5939 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729190712-68891be07f8e8.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/li>\n<li>\u7f16\u5199\u542f\u505c\u811a\u672c\n<li>\n<p>\u521b\u5efaroot\u7528\u6237\u811a\u672c\u8def\u5f84<\/p>\n<p> <span class=\"token function\">mkdir<\/span> \/root\/bin\n <\/li>\n<li>\n<p>\u7f16\u5199\u811a\u672c<\/p>\n<p> <span class=\"token function\">vim<\/span> \/root\/bin\/myjupyter<\/p>\n<p>\u8f93\u5165\u4e00\u4e0b\u5185\u5bb9<\/p>\n<p> <span class=\"token shebang important\">#!\/bin\/bash<\/span><\/p>\n<p><span class=\"token keyword\">case<\/span> <span class=\"token string\">&#034;<span class=\"token variable\">$1<\/span>&#034;<\/span> <span class=\"token keyword\">in<\/span><br \/>\nstart<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token function\">nohup<\/span> python3 -m jupyterlab &#8211;allow-root <span class=\"token operator\">&gt;<\/span> \/root\/.jupyter\/jupyter.log <span class=\"token operator\"><span class=\"token file-descriptor important\">2<\/span>&gt;<\/span><span class=\"token file-descriptor important\">&amp;1<\/span> <span class=\"token operator\">&amp;<\/span><br \/>\n    <span class=\"token builtin class-name\">echo<\/span> <span class=\"token string\">&#034;JupyterLab started.&#034;<\/span><br \/>\n    <span class=\"token punctuation\">;<\/span><span class=\"token punctuation\">;<\/span><br \/>\nstop<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token function\">ps<\/span> -ef <span class=\"token operator\">|<\/span> <span class=\"token function\">grep<\/span> <span class=\"token string\">&#039;jupyterlab&#039;<\/span> <span class=\"token operator\">|<\/span> <span class=\"token function\">grep<\/span> -v <span class=\"token function\">grep<\/span> <span class=\"token operator\">|<\/span> <span class=\"token function\">awk<\/span> <span class=\"token string\">&#039;{print <span class=\"token variable\">$2<\/span>}&#039;<\/span> <span class=\"token operator\">|<\/span> <span class=\"token function\">xargs<\/span> <span class=\"token function\">kill<\/span> -9<br \/>\n    <span class=\"token builtin class-name\">echo<\/span> <span class=\"token string\">&#034;JupyterLab stopped.&#034;<\/span><br \/>\n    <span class=\"token punctuation\">;<\/span><span class=\"token punctuation\">;<\/span><br \/>\nrestart<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token variable\">$0<\/span> stop<br \/>\n    <span class=\"token function\">sleep<\/span> <span class=\"token number\">2<\/span><br \/>\n    <span class=\"token variable\">$0<\/span> start<br \/>\n    <span class=\"token builtin class-name\">echo<\/span> <span class=\"token string\">&#034;JupyterLab restarted.&#034;<\/span><br \/>\n    <span class=\"token punctuation\">;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    log<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token function\">tail<\/span> -f \/root\/.jupyter\/jupyter.log<br \/>\n    <span class=\"token punctuation\">;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n*<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token builtin class-name\">echo<\/span> <span class=\"token string\">&#034;Usage: <span class=\"token variable\">$0<\/span> {start|stop|restart|log}&#034;<\/span><br \/>\n    <span class=\"token builtin class-name\">exit<\/span> <span class=\"token number\">1<\/span><br \/>\n    <span class=\"token punctuation\">;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">esac<\/span>\n <\/li>\n<li>\n<p>\u8d4b\u4e88\u6267\u884c\u7a0b\u5e8f<\/p>\n<p> <span class=\"token function\">chmod<\/span> a&#043;x \/root\/bin\/myjupyter\n <\/li>\n<\/li>\n<h2>myjupyter\u542f\u505c\u811a\u672c<\/h2>\n<li>\n<p>\u542f\u52a8<\/p>\n<p> myjupyter start<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729190712-68891be0bb1a3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n<li>\n<p>\u505c\u6b62<\/p>\n<p> myjupyter stop<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729190712-68891be0d8631.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n<li>\n<p>\u91cd\u542f<\/p>\n<p> myjupyter restart<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729190713-68891be10a387.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n<li>\n<p>\u67e5\u770b\u65e5\u5fd7<\/p>\n<p> myjupyter log<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729190713-68891be11bec5.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb803\u6b21\uff0c\u70b9\u8d5e16\u6b21\uff0c\u6536\u85cf9\u6b21\u3002JupyterLab\u5b89\u88c5\u4e0e\u914d\u7f6e\u6307\u5357 JupyterLab\u662f\u4e00\u6b3e\u9762\u5411\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u7684\u4ea4\u4e92\u5f0f\u5f00\u53d1\u73af\u5883\uff0c\u652f\u6301\u591a\u8bed\u8a00\u7f16\u7a0b\u548c\u6a21\u5757\u5316\u754c\u9762\u3002\u5b89\u88c5\u8981\u6c42Python 3.7+\u7248\u672c\uff0c\u63a8\u8350\u4f7f\u7528Python 3.8\u53ca\u4ee5\u4e0a\u3002\u5b89\u88c5\u6b65\u9aa4\u5305\u62ec\uff1a\u901a\u8fc7pip\u5b89\u88c5JupyterLab\u3001\u751f\u6210\u914d\u7f6e\u6587\u4ef6\u3001\u8bbe\u7f6e\u5bc6\u7801\u548c\u5de5\u4f5c\u76ee\u5f55\u3002\u914d\u7f6e\u6587\u4ef6\u4e2d\u9700\u6307\u5b9a\u8fdc\u7a0b\u8bbf\u95ee\u6743\u9650\u3001\u5de5\u4f5c\u76ee\u5f55\u548c\u7aef\u53e3\u53f7\u3002\u8fd8\u63d0\u4f9b\u4e86\u540e\u53f0\u8fd0\u884c\u65b9\u6cd5\u548c\u542f\u505c\u811a\u672c\uff08start\/stop\/restart\/log\uff09\u7684\u7f16\u5199\u6307\u5357\uff0c\u65b9\u4fbf\u7528\u6237\u7ba1\u7406JupyterLab\u670d\u52a1\u3002\u8bbf\u95ee\u65b9\u5f0f\u4e3ahttp:\/\/\u670d\u52a1\u5668\u516c\u7f51IP:8888\uff0c_jupter lab \u5b89\u88c5<\/p>\n","protected":false},"author":2,"featured_media":46388,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[542,81,43,44],"topic":[],"class_list":["post-46397","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-jupyter","tag-python","tag-43","tag-44"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u670d\u52a1\u5668\u5b89\u88c5jupyterLab - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/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.wsisp.com\/helps\/46397.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u670d\u52a1\u5668\u5b89\u88c5jupyterLab - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb803\u6b21\uff0c\u70b9\u8d5e16\u6b21\uff0c\u6536\u85cf9\u6b21\u3002JupyterLab\u5b89\u88c5\u4e0e\u914d\u7f6e\u6307\u5357 JupyterLab\u662f\u4e00\u6b3e\u9762\u5411\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u7684\u4ea4\u4e92\u5f0f\u5f00\u53d1\u73af\u5883\uff0c\u652f\u6301\u591a\u8bed\u8a00\u7f16\u7a0b\u548c\u6a21\u5757\u5316\u754c\u9762\u3002\u5b89\u88c5\u8981\u6c42Python 3.7+\u7248\u672c\uff0c\u63a8\u8350\u4f7f\u7528Python 3.8\u53ca\u4ee5\u4e0a\u3002\u5b89\u88c5\u6b65\u9aa4\u5305\u62ec\uff1a\u901a\u8fc7pip\u5b89\u88c5JupyterLab\u3001\u751f\u6210\u914d\u7f6e\u6587\u4ef6\u3001\u8bbe\u7f6e\u5bc6\u7801\u548c\u5de5\u4f5c\u76ee\u5f55\u3002\u914d\u7f6e\u6587\u4ef6\u4e2d\u9700\u6307\u5b9a\u8fdc\u7a0b\u8bbf\u95ee\u6743\u9650\u3001\u5de5\u4f5c\u76ee\u5f55\u548c\u7aef\u53e3\u53f7\u3002\u8fd8\u63d0\u4f9b\u4e86\u540e\u53f0\u8fd0\u884c\u65b9\u6cd5\u548c\u542f\u505c\u811a\u672c\uff08start\/stop\/restart\/log\uff09\u7684\u7f16\u5199\u6307\u5357\uff0c\u65b9\u4fbf\u7528\u6237\u7ba1\u7406JupyterLab\u670d\u52a1\u3002\u8bbf\u95ee\u65b9\u5f0f\u4e3ahttp:\/\/\u670d\u52a1\u5668\u516c\u7f51IP:8888\uff0c_jupter lab \u5b89\u88c5\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/46397.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-29T19:07:14+00:00\" \/>\n<meta property=\"og:image\" 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