{"id":2466,"date":"2021-12-27T12:28:59","date_gmt":"2021-12-27T04:28:59","guid":{"rendered":"https:\/\/blog.iyatt.com\/?p=2466"},"modified":"2024-05-05T14:19:26","modified_gmt":"2024-05-05T06:19:26","slug":"%e4%ba%91%e7%ab%af%e9%85%8d%e7%bd%ae-jupyter","status":"publish","type":"post","link":"https:\/\/blog.iyatt.com\/?p=2466","title":{"rendered":"\u642d\u5efa Jupyter \u670d\u52a1\u5668"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 ez-toc-wrap-center counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.iyatt.com\/?p=2466\/#%E5%89%8D%E8%A8%80\" >\u524d\u8a00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.iyatt.com\/?p=2466\/#Jupyter_%E6%B5%8B%E8%AF%95%E6%9C%8D%E5%8A%A1%E5%99%A8%E7%AB%AF%E7%8E%AF%E5%A2%83\" >Jupyter \u6d4b\u8bd5\u670d\u52a1\u5668\u7aef\u73af\u5883<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.iyatt.com\/?p=2466\/#%E6%93%8D%E4%BD%9C\" >\u64cd\u4f5c<\/a><\/li><\/ul><\/nav><\/div>\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%89%8D%E8%A8%80\"><\/span>\u524d\u8a00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5c06 Jupyter \u642d\u5efa\u5230\u516c\u7f51\u670d\u52a1\u5668\u4e0a\uff0c\u53ef\u4ee5\u65b9\u4fbf\u968f\u65f6\u7f16\u8f91\u9605\u8bfb\u6d4b\u8bd5\u4ee3\u7801\u3002\u6216\u8005\u5c40\u57df\u7f51\u7684\u670d\u52a1\u5668\u4e0a\u642d\u5efa\uff0c\u53ef\u4ee5\u4f9b\u591a\u4eba\u540c\u65f6\u4f7f\u7528\u4e00\u4e2a\u73af\u5883\u3002\u4ee5\u53ca\u5bf9\u4e8e\u5de5\u4f5c\u7ad9\u4e4b\u7c7b\u7684\u53ef\u80fd\u6ca1\u6709\u684c\u9762\u73af\u5883\uff0c\u65e0\u6cd5\u672c\u673a\u4f7f\u7528\u6d4f\u89c8\u5668\u6253\u5f00 Jupyter \u8fdb\u884c\u64cd\u4f5c\uff0c\u5219\u53ea\u9700\u8981\u642d\u5efa\u540e\u5916\u90e8\u8bbf\u95ee\u5373\u53ef\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Jupyter_%E6%B5%8B%E8%AF%95%E6%9C%8D%E5%8A%A1%E5%99%A8%E7%AB%AF%E7%8E%AF%E5%A2%83\"><\/span>Jupyter \u6d4b\u8bd5\u670d\u52a1\u5668\u7aef\u73af\u5883<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Ubuntu 18.04 arm64 (Jetson Nano) &#8211; \u5c40\u57df\u7f51\u6d4b\u8bd5<\/p>\n\n\n\n<p>Android 11 \u5e73\u677f\u7535\u8111\u901a\u8fc7 Termux 0.117 <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.iyatt.com\/?p=2435\" data-type=\"URL\" data-id=\"https:\/\/blog.iyatt.com\/?p=2435\" target=\"_blank\">\u642d\u8f7d Ubuntu 20.04 arm64<\/a> &#8211; \u5c40\u57df\u7f51\u6d4b\u8bd5<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%93%8D%E4%BD%9C\"><\/span>\u64cd\u4f5c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u5317\u4eac\u5916\u56fd\u8bed\u5927\u5b66\u955c\u50cf\u7ad9\npip3 install -i https:\/\/mirrors.bfsu.edu.cn\/pypi\/web\/simple pip -U\npip3 config set global.index-url https:\/\/mirrors.bfsu.edu.cn\/pypi\/web\/simple<\/pre>\n\n\n\n<p>\u5b89\u88c5 Jupyter<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">pip3 install jupyter<\/pre>\n\n\n\n<p>\u5982\u679c\u662f\u5728\u672c\u673a\u4f7f\u7528 Jupyter\uff0c\u76f4\u63a5\u547d\u4ee4\u884c\u6267\u884c jupyter notebook\uff0c\u5c31\u4f1a\u6253\u5f00\u6d4f\u89c8\u5668\u663e\u793a\u754c\u9762\u3002<\/p>\n\n\n\n<p>\u4f46\u662f\u5982\u679c\u8981\u5916\u90e8\u8bbf\u95ee\u5219\u9700\u8981\u8fdb\u4e00\u6b65\u914d\u7f6e\u3002<\/p>\n\n\n\n<p>\u751f\u6210\u914d\u7f6e\u6587\u4ef6\uff0c\u8def\u5f84\u4f4d\u4e8e $HOME\/.jupyter\/jupyter_notebook_config.py<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">jupyter notebook --generate-config<\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"589\" height=\"110\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-56.png\" alt=\"\" class=\"wp-image-2468 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-56.png 589w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-56-300x56.png 300w\" data-sizes=\"(max-width: 589px) 100vw, 589px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 589px; --smush-placeholder-aspect-ratio: 589\/110;\" \/><\/figure>\n\n\n\n<p>\u4fee\u6539\u914d\u7f6e\u6587\u4ef6<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u5176\u5b9e\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u9884\u7f6e\u4e86\u7684\uff0c\u53ea\u662f\u5168\u90e8\u88ab\u6ce8\u91ca\u4e86\uff0c\u4e5f\u53ef\u4ee5\u7f16\u8f91\u53bb\u6389\u6ce8\u91ca\uff0c\u4f46\u662f\u76f8\u5bf9\u9ebb\u70e6\uff0c\u8fd9\u91cc\u5c31\u76f4\u63a5\u5f80\u91cc\u9762\u8ffd\u52a0\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u83b7\u53d6\u914d\u7f6e\u5bf9\u8c61\necho \"c = get_config()\" >> $HOME\/.jupyter\/jupyter_notebook_config.py\n\n# \u8bbe\u7f6e\u76d1\u542c IP \uff08\u672c\u673a\uff09\necho \"c.NotebookApp.ip = '*'\" >> $HOME\/.jupyter\/jupyter_notebook_config.py\n\n# \u8bbe\u7f6e\u76d1\u542c\u7aef\u53e3\uff0c\u6211\u8fd9\u91cc\u8bbe\u7f6e\u7684 9999\n#\n# \u6ce8\u610f 1024 \u4ee5\u4e0b\u7684\u7aef\u53e3\u4e3a\u7cfb\u7edf\u4fdd\u7559\uff0c\u5982\u679c\u8bbe\u7f6e\u7684\u7aef\u53e3\u5728\u8fd9\u4e2a\u8303\u56f4\u5185\u5c31\u5fc5\u987b\u4f7f\u7528 root \u8fd0\u884c Jupyer\uff0c\n# \u6216\u8005\u8bbe\u7f6e 1024 \u53ca\u4ee5\u4e0a\u7684\u7aef\u53e3\uff0c\u7136\u540e\u4ee5 root \u8eab\u4efd\u4f7f\u7528 iptables \u8fdb\u884c\u7aef\u53e3\u8f6c\u53d1\n# \u4f7f\u7528 80 \uff08http\uff09\u548c 443\uff08https\uff09\u9ed8\u8ba4\u7684 web \u7aef\u53e3\uff0c\u5219\u5728\u6d4f\u89c8\u5668\u8bbf\u95ee\u7684\u65f6\u5019\uff0c\u65e0\u9700\u5728\u5730\u5740\u540e\u6ce8\u660e\u7aef\u53e3\u53f7\n# \u6bd4\u5982\u6211\u8fd9\u91cc\u5728 Jupyter \u76d1\u542c\u7684\u662f 9999 \u7aef\u53e3\uff0c\u90a3\u4e48\u6211\u53ef\u4ee5\u628a 80 \u7aef\u53e3\u7684\u8bbf\u95ee\u8f6c\u53d1\u5230 9999\n# sudo iptables -t nat -A PREROUTING -p tcp --dport 80 -j REDIRECT --to-port 9999\n# \u53e6\u5916\u63d0\u9192,\u91cd\u542f\u7cfb\u7edf\u540e\u8f6c\u53d1\u4f1a\u5931\u6548\n# \u7aef\u53e3\u8f6c\u53d1\u6548\u679c\u89c1\u540e\u9762\u6d4b\u8bd5\u8bbf\u95ee\u7684\u622a\u56fe\n#\n# \u5982\u679c\u662f\u642d\u5efa\u5728\u4e91\u670d\u52a1\u5668\u4e0a\uff0c\u4e00\u822c\u9700\u8981\u524d\u5f80\u670d\u52a1\u5546\u63a7\u5236\u9762\u677f\u5f00\u653e\u5bf9\u5916\u8bbf\u95ee\u7684\u7aef\u53e3\uff0c\u5426\u5219\u4f1a\u88ab\u62e6\u622a\u65e0\u6cd5\u6b63\u5e38\u4f7f\u7528\necho \"c.NotebookApp.port = 9999\" >> $HOME\/.jupyter\/jupyter_notebook_config.py\n\n# \u7981\u6b62\u81ea\u52a8\u6253\u5f00\u6d4f\u89c8\u5668\necho \"c.ExtensionApp.open_browser = False\" >> $HOME\/.jupyter\/jupyter_notebook_config.py\n\n## \u5982\u679c\u662f\u642d\u5efa\u5728\u4e91\u670d\u52a1\u5668\u4e0a\uff0c\u5e76\u4e14\u901a\u8fc7\u57df\u540d\u8bbf\u95ee\u9700\u8981 https \u652f\u6301\u7684\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u91cc\u6dfb\u52a0\u76f8\u5e94\u6587\u4ef6\u8def\u5f84\n# c.NotebookApp.certfile = 'SSL\/TLS \u8ba4\u8bc1\u6587\u4ef6\u6240\u5728\u7684\u5b8c\u6574\u8def\u5f84'\n# c.NotebookApp.client_ca = 'SSL\/TLS \u5ba2\u6237\u7aef\u8eab\u4efd\u9a8c\u8bc1\u7684\u8bc1\u4e66\u6240\u5728\u7684\u5b8c\u6574\u8def\u5f84'\n# c.NotebookApp.keyfile = 'SSL\/TLS \u79c1\u94a5\u6587\u4ef6\u6240\u5728\u7684\u5b8c\u6574\u8def\u5f84'<\/pre>\n\n\n\n<p>\u7136\u540e\u8bbe\u7f6e\u8bbf\u95ee\u5bc6\u7801\uff0c\u5f53\u7136\u8fd9\u4e2a\u4e0d\u662f\u5fc5\u987b\u7684\uff0c\u4f46\u662f\u5982\u679c\u4e0d\u8bbe\u7f6e\u8bbf\u95ee\u5bc6\u7801\uff0c\u5c31\u8981\u901a\u8fc7 token \u9a8c\u8bc1\uff0c\u6bcf\u6b21\u8fd0\u884c Jupyter \u670d\u52a1\u5668\u7aef\u90fd\u968f\u673a\u751f\u6210\uff0c\u6ca1\u6cd5\u8bb0\u4f4f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"960\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-58.png\" alt=\"\" class=\"wp-image-2474 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-58.png 600w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-58-188x300.png 188w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/960;\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"960\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/2819B0AD50283792ABB2E016B84378B5.jpg\" alt=\"\" class=\"wp-image-2473 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/2819B0AD50283792ABB2E016B84378B5.jpg 600w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/2819B0AD50283792ABB2E016B84378B5-188x300.jpg 188w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/960;\" \/><\/figure>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">jupyter notebook password<\/pre>\n\n\n\n<p>\u7279\u522b\u63d0\u9192 Linux \u4e0b\u8f93\u5165\u5bc6\u7801\u4e0d\u4f1a\u663e\u793a\u661f\u53f7\uff0c\u53ea\u7ba1\u8f93\u5165\u5c31\u884c<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"701\" height=\"141\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-57.png\" alt=\"\" class=\"wp-image-2472 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-57.png 701w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-57-300x60.png 300w\" data-sizes=\"(max-width: 701px) 100vw, 701px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 701px; --smush-placeholder-aspect-ratio: 701\/141;\" \/><\/figure>\n\n\n\n<p>\u7136\u540e\u8fd0\u884c Jupyter\uff0c\u53ef\u4ee5\u76f4\u63a5\u6267\u884c <strong>jupyter notebook<\/strong>\uff0c\u4f46\u662f\u9ed8\u8ba4\u662f\u670d\u52a1\u5668\u524d\u53f0\u6267\u884c\uff0c\u5982\u679c\u4e00\u65e6\u5173\u95ed\u7ec8\u7aef\uff0c\u90a3\u4e48 Jupyer \u670d\u52a1\u5668\u5c31\u4f1a\u505c\u6b62\uff0c\u4e5f\u5c31\u5bfc\u81f4\u65e0\u6cd5\u518d\u8bbf\u95ee\u4e86\u3002\u90a3\u4e48\u9700\u8981\u540e\u53f0\u6267\u884c\uff0c\u90a3\u4e48<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">nohup jupyter notebook &amp;<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"804\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-60-1024x804.png\" alt=\"\" class=\"wp-image-2477 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-60-1024x804.png 1024w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-60-300x235.png 300w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-60-768x603.png 768w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-60.png 1125w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/804;\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"461\" height=\"1024\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-63-461x1024.png\" alt=\"\" class=\"wp-image-2490 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-63-461x1024.png 461w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-63-135x300.png 135w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-63-768x1707.png 768w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-63-691x1536.png 691w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-63-922x2048.png 922w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-63.png 1080w\" data-sizes=\"(max-width: 461px) 100vw, 461px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 461px; --smush-placeholder-aspect-ratio: 461\/1024;\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"461\" height=\"1024\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-64-461x1024.png\" alt=\"\" class=\"wp-image-2492 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-64-461x1024.png 461w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-64-135x300.png 135w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-64-768x1707.png 768w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-64-691x1536.png 691w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-64-922x2048.png 922w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-64.png 1080w\" data-sizes=\"(max-width: 461px) 100vw, 461px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 461px; --smush-placeholder-aspect-ratio: 461\/1024;\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"461\" height=\"1024\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/Screenshot_2021-12-27-13-28-09-921_com.android.ch_-461x1024.jpg\" alt=\"\" class=\"wp-image-2493 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/Screenshot_2021-12-27-13-28-09-921_com.android.ch_-461x1024.jpg 461w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/Screenshot_2021-12-27-13-28-09-921_com.android.ch_-135x300.jpg 135w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/Screenshot_2021-12-27-13-28-09-921_com.android.ch_-768x1707.jpg 768w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/Screenshot_2021-12-27-13-28-09-921_com.android.ch_-691x1536.jpg 691w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/Screenshot_2021-12-27-13-28-09-921_com.android.ch_-922x2048.jpg 922w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/Screenshot_2021-12-27-13-28-09-921_com.android.ch_.jpg 1080w\" data-sizes=\"(max-width: 461px) 100vw, 461px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 461px; --smush-placeholder-aspect-ratio: 461\/1024;\" \/><\/figure>\n\n\n\n<p>\u5982\u679c\u540e\u53f0\u8fd0\u884c\u4e2d\u60f3\u8981\u505c\u6b62 Jupyter\uff0c\u6709\u4e24\u79cd\u65b9\u5f0f\uff0c\u4e00\u79cd\u662f\u91cd\u542f\u7cfb\u7edf\u53e6\u5916\u4e00\u79cd\u662f\u5e72\u6389\u8fdb\u7a0b<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ps aux | grep jupyter | awk '{print $2}'| xargs -i kill -9 {}<\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"561\" height=\"224\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-67.png\" alt=\"\" class=\"wp-image-2509 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-67.png 561w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-67-300x120.png 300w\" data-sizes=\"(max-width: 561px) 100vw, 561px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 561px; --smush-placeholder-aspect-ratio: 561\/224;\" \/><\/figure>\n\n\n\n<p>\u524d\u53f0\u8fd0\u884c\u7684\u6309 Ctrl+C \u7136\u540e\u8f93\u5165 y \u56de\u8f66\u786e\u8ba4\u9000\u51fa\u5c31\u884c<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"920\" height=\"386\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-66.png\" alt=\"\" class=\"wp-image-2508 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-66.png 920w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-66-300x126.png 300w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2021\/12\/image-66-768x322.png 768w\" data-sizes=\"(max-width: 920px) 100vw, 920px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 920px; --smush-placeholder-aspect-ratio: 920\/386;\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5c06 Jupyter \u642d\u5efa\u5230\u516c\u7f51\u670d\u52a1\u5668\u4e0a\uff0c\u53ef\u4ee5\u65b9\u4fbf\u968f\u65f6\u7f16\u8f91\u9605\u8bfb\u6d4b\u8bd5\u4ee3\u7801\u3002\u6216\u8005\u5c40\u57df\u7f51\u7684\u670d\u52a1\u5668\u4e0a\u642d\u5efa\uff0c\u53ef\u4ee5\u4f9b\u591a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"zakra_page_container_layout":"customizer","zakra_page_sidebar_layout":"customizer","zakra_remove_content_margin":false,"zakra_sidebar":"customizer","zakra_transparent_header":"customizer","zakra_logo":0,"zakra_main_header_style":"default","zakra_menu_item_color":"","zakra_menu_item_hover_color":"","zakra_menu_item_active_color":"","zakra_menu_active_style":"","zakra_page_header":true,"_lmt_disableupdate":"no","_lmt_disable":"no","footnotes":""},"categories":[1,606],"tags":[],"class_list":["post-2466","post","type-post","status-publish","format-standard","hentry","category-all","category-jupyter"],"modified_by":"IYATT-yx","_links":{"self":[{"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/posts\/2466","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2466"}],"version-history":[{"count":0,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/posts\/2466\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2466"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2466"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2466"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}