{"id":61318,"date":"2024-10-28T15:29:06","date_gmt":"2024-10-28T07:29:06","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=61318"},"modified":"2024-10-28T15:29:06","modified_gmt":"2024-10-28T07:29:06","slug":"%e4%b8%80%e6%ad%a5%e4%b8%80%e6%ad%a5%e6%95%99%e4%bd%a0%e5%ae%89%e8%a3%85-jupyter-notebook%ef%bc%8c%e8%ae%a9python%e6%9b%b4%e7%ae%80%e5%8d%95","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=61318","title":{"rendered":"\u4e00\u6b65\u4e00\u6b65\u6559\u4f60\u5b89\u88c5 Jupyter Notebook\uff0c\u8ba9Python\u66f4\u7b80\u5355"},"content":{"rendered":"\n

<\/h1>\n\n\n\n

Jupyter Notebook \u662f\u4e00\u79cd\u5f3a\u5927\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u3001\u673a\u5668\u5b66\u4e60\u548c\u79d1\u7814\u9886\u57df\u3002\u5c3d\u7ba1 Python \u662f\u4e00\u79cd\u529f\u80fd\u5f3a\u5927\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f46\u5728\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u65b9\u9762\uff0c\u5b83\u7684\u4e00\u4e9b\u7f3a\u70b9\u53ef\u80fd\u4f1a\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u3002\u4f8b\u5982\uff0cPython \u7684\u8c03\u8bd5\u8fc7\u7a0b\u901a\u5e38\u8f83\u4e3a\u7e41\u7410\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u65f6\uff0c\u7528\u6237\u53ef\u80fd\u9700\u8981\u591a\u6b21\u8fd0\u884c\u4ee3\u7801\u5757\u4ee5\u68c0\u67e5\u9519\u8bef\u548c\u7ed3\u679c\u3002\u800c Jupyter Notebook \u63d0\u4f9b\u7684\u4ea4\u4e92\u5f0f\u73af\u5883\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u9010\u5757\u8fd0\u884c\u4ee3\u7801\uff0c\u5b9e\u65f6\u67e5\u770b\u8f93\u51fa\u7ed3\u679c\uff0c\u4ece\u800c\u5feb\u901f\u53d1\u73b0\u548c\u4fee\u6b63\u9519\u8bef\u3002\u8fd9\u79cd\u56fe\u5f62\u5316\u7684\u5c55\u793a\u65b9\u5f0f\u5927\u5927\u7b80\u5316\u4e86\u6570\u636e\u5206\u6790\u6d41\u7a0b\u3002\u7136\u800c\uff0c\u5b89\u88c5\u548c\u914d\u7f6e Jupyter Notebook \u53ef\u80fd\u4f1a\u663e\u5f97\u7e41\u7410\u3002\u6b22\u8fce\u5927\u5bb6\u79df\u8d41\u6211\u4eec\u7684\u670d\u52a1\u5668\uff0c\u6211\u4eec\u63d0\u4f9b\u4e13\u4e1a\u7684\u6280\u672f\u652f\u6301\uff0c\u5e2e\u52a9\u60a8\u5feb\u901f\u5b8c\u6210\u90e8\u7f72\u4e0e\u914d\u7f6e\u3002\u5982\u679c\u60a8\u6b63\u5728\u5bfb\u627e\u9ad8\u6027\u80fd\u7684\u670d\u52a1\u5668\u6765\u6258\u7ba1\u60a8\u7684 Jupyter Notebook\uff0c\u6216\u8005\u5e0c\u671b\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u79d1\u7814\uff0c\u6211\u4eec\u7684\u4e91\u670d\u52a1\u5668\u79df\u8d41\u670d\u52a1\u5c06\u4e3a\u60a8\u63d0\u4f9b\u6700\u4f73\u89e3\u51b3\u65b9\u6848\u3002<\/strong><\/p>\n\n\n\n

\u5b89\u88c5\u6b65\u9aa4<\/strong><\/strong><\/p>\n\n\n\n

1. \u51c6\u5907\u597dConda\u73af\u5883\u5e76\u66f4\u65b0 Conda(\u5982\u679c\u4e4b\u524d\u5b89\u88c5\u8fc7\u5176\u4ed6\u73af\u5883 \u5219\u4ece\u7b2c\u4e8c\u6b65\u5f00\u59cb)<\/p>\n\n\n\n

\u5728\u5b89\u88c5 Jupyter Notebook \u4e4b\u524d\uff0c\u786e\u4fdd Conda \u662f\u6700\u65b0\u7684\u3002\u6253\u5f00\u7ec8\u7aef\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n\n\n\n

conda update conda<\/p>\n\n\n\n

2. \u521b\u5efa Jupyter \u73af\u5883<\/p>\n\n\n\n

\u4e3a\u4e86\u4fdd\u6301\u7684\u7cfb\u7edf\u6574\u6d01\uff0c\u5e76\u907f\u514d\u5305\u4e4b\u95f4\u7684\u51b2\u7a81\uff0c\u5efa\u8bae\u5728\u5355\u72ec\u7684\u73af\u5883\u4e2d\u5b89\u88c5 Jupyter\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a jupyter \u7684\u65b0\u73af\u5883\uff0c\u5e76\u5b89\u88c5 Python 3.9\uff1a<\/p>\n\n\n\n

conda create -n jupyter python=3.9<\/p>\n\n\n\n

3. \u6fc0\u6d3b\u73af\u5883<\/p>\n\n\n\n

\u521b\u5efa\u5b8c\u73af\u5883\u540e\uff0c\u9700\u8981\u6fc0\u6d3b\u5b83\u4ee5\u4f7f\u7528\u73af\u5883\u4e2d\u7684\u5305\u548c\u914d\u7f6e\uff1a<\/p>\n\n\n\n

conda activate jupyter<\/p>\n\n\n\n

4. \u5b89\u88c5 Jupyter Notebook<\/p>\n\n\n\n

\u5728\u6fc0\u6d3b\u7684\u73af\u5883\u4e2d\uff0c\u5b89\u88c5 Jupyter Notebook\uff1a<\/p>\n\n\n\n

conda install -c anaconda jupyter<\/p>\n\n\n\n

5. \u5b89\u88c5 Node.js\uff08\u7528\u4e8e Jupyter Notebook \u7684\u67d0\u4e9b\u6269\u5c55\uff09<\/p>\n\n\n\n

\u67d0\u4e9b Jupyter Notebook \u7684\u6269\u5c55\u9700\u8981 Node.js\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5 Node.js\uff1a<\/p>\n\n\n\n

conda install -c conda-forge nodejs<\/p>\n\n\n\n

Jupyter Notebook \u7684\u914d\u7f6e<\/strong><\/strong><\/p>\n\n\n\n

1. \u751f\u6210 Jupyter Notebook \u914d\u7f6e\u6587\u4ef6<\/p>\n\n\n\n

\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u751f\u6210 Jupyter Notebook \u7684\u914d\u7f6e\u6587\u4ef6\uff1a<\/p>\n\n\n\n

jupyter notebook –generate-config<\/p>\n\n\n\n

2. \u8fdb\u5165 Python \u4ea4\u4e92\u5f0f\u73af\u5883<\/p>\n\n\n\n

\u4e3a\u4e86\u751f\u6210 Jupyter Notebook \u7684\u5bc6\u7801\u54c8\u5e0c\u503c\uff0c\u8fdb\u5165 Python \u4ea4\u4e92\u5f0f\u73af\u5883\uff1a<\/p>\n\n\n\n

ipython<\/p>\n\n\n\n

3. \u751f\u6210\u5bc6\u7801\u54c8\u5e0c\u503c<\/p>\n\n\n\n

\u5728 Python \u73af\u5883\u4e2d\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u4ee5\u751f\u6210\u5bc6\u7801\u54c8\u5e0c\u503c\uff1a<\/p>\n\n\n\n

from jupyter_server.auth import passwd<\/p>\n\n\n\n

passwd()<\/p>\n\n\n\n

4. \u7f16\u8f91\u914d\u7f6e\u6587\u4ef6<\/p>\n\n\n\n

\u4f7f\u7528 nano \u7f16\u8f91\u5668\u6253\u5f00 Jupyter Notebook \u7684\u914d\u7f6e\u6587\u4ef6\uff1a<\/p>\n\n\n\n

nano ~\/.jupyter\/jupyter_notebook_config.py<\/p>\n\n\n\n

\u5728\u6587\u4ef6\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u914d\u7f6e\uff1a<\/p>\n\n\n\n

c.NotebookApp.allow_remote_access = True  # \u5141\u8bb8\u8fdc\u7a0b\u8fde\u63a5<\/p>\n\n\n\n

c.NotebookApp.ip = ‘*’  # \u8bbe\u7f6e\u6240\u6709 IP \u7686\u53ef\u8bbf\u95ee<\/p>\n\n\n\n

c.NotebookApp.password = ‘\u54c8\u5e0c\u5bc6\u7801’  # \u4e4b\u524d\u590d\u5236\u7684\u5bc6\u7801<\/p>\n\n\n\n

c.NotebookApp.open_browser = False  # \u7981\u6b62\u81ea\u52a8\u6253\u5f00\u6d4f\u89c8\u5668<\/p>\n\n\n\n

c.NotebookApp.port = 6132  # \u4efb\u610f\u6307\u5b9a\u4e00\u4e2a\u7aef\u53e3\uff0c\u9700\u4e0e\u73b0\u6709\u7aef\u53e3\u4e0d\u51b2\u7a81<\/p>\n\n\n\n

\u542f\u52a8 Jupyter Notebook<\/strong><\/strong><\/p>\n\n\n\n

\u6700\u540e,\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8 Jupyter Notebook\uff0c\u5e76\u5c06\u65e5\u5fd7\u8f93\u51fa\u5230\u6587\u4ef6\uff1a<\/p>\n\n\n\n

nohup jupyter notebook –no-browser –allow-root > ~\/jupyter.log 2>&1 &<\/p>\n\n\n\n

\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u60a8\u5e94\u8be5\u80fd\u591f\u6210\u529f\u5b89\u88c5\u548c\u914d\u7f6e Jupyter Notebook\uff0c\u8fd9\u4e3a\u60a8\u8fdb\u884c\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cJupyter Notebook \u4e0d\u4ec5\u652f\u6301 Python \u8bed\u8a00\uff0c\u8fd8\u517c\u5bb9\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f8b\u5982 R \u548c Julia\uff0c\u8fd9\u4f7f\u5f97\u5b83\u6210\u4e3a\u4e00\u4e2a\u591a\u529f\u80fd\u7684\u6570\u636e\u5206\u6790\u5de5\u5177\u3002\u5229\u7528 Jupyter \u7684\u9b54\u6cd5\u547d\u4ee4\u529f\u80fd\uff0c\u60a8\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u8fdb\u884c\u6570\u636e\u5904\u7406\u4e0e\u53ef\u89c6\u5316\uff0c\u8fd9\u4e9b\u547d\u4ee4\u8ba9\u60a8\u65e0\u9700\u7f16\u5199\u5927\u91cf\u4ee3\u7801\u5373\u53ef\u5b9e\u73b0\u590d\u6742\u7684\u64cd\u4f5c\u3002\u53ef\u4ee5\u901a\u8fc7\u8bbf\u95ee http:\/\/\u670d\u52a1\u5668IP:6132 \u6765\u8bbf\u95ee\u5b83\uff0c\u4f7f\u7528\u4e4b\u524d\u8bbe\u7f6e\u7684\u5bc6\u7801\u8fdb\u884c\u767b\u5f55\u3002<\/p>\n\n\n\n

\u597d\u4e86\uff0c\u4eca\u5929\u7684\u77e5\u8bc6\u5c31\u5206\u4eab\u5230\u8fd9\u91cc\u4e86\uff0c\u5982\u679c\u5404\u4f4d\u89c9\u5f97\u81ea\u5df1\u8fd0\u884c\u4ee3\u7801\u592a\u9ebb\u70e6\uff0c\u6b22\u8fce\u7528\u6211\u4eec\u7684\u4e91\u751f\u4fe1\u5c0f\u5de5\u5177(<\/strong>http:\/\/www.biocloudservice.com\/home.html)<\/strong><\/a>\uff0c\u53ea\u8981\u8f93\u5165\u5408\u9002\u7684\u6570\u636e\u5c31\u53ef\u4ee5\u76f4\u63a5\u51fa\u60f3\u8981\u7684\u56fe\u5462\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

Jupyter Notebook \u662f\u4e00\u79cd\u5f3a\u5927\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u3001\u673a\u5668\u5b66\u4e60\u548c\u79d1\u7814\u9886\u57df\u3002\u5c3d\u7ba1 Pyth […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":""},"categories":[1],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/61318"}],"collection":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=61318"}],"version-history":[{"count":1,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/61318\/revisions"}],"predecessor-version":[{"id":61319,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/61318\/revisions\/61319"}],"wp:attachment":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=61318"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=61318"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=61318"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}