Jupyter Notebook

Jupyter Notebook / jupyterlab
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Linux服务器上搭建jupyter notebook / jupyterlab

安装基础软件

1pip install ipython jupyter
2pip install jupyterlab

生成配置文件

jupyter notebook --generate-config Writing default config to: /root/.jupyter/jupyter_notebook_config.py

jupyter lab --generate-config

生成秘钥

1# ipython
2In [1]: from notebook.auth import passwd
3In [2]: passwd()
4Enter password:
5Out[2]: 'argon2:$argon2id$v=19$m=10240,t=10,p=8$Sunk/A1dg/SA'

编辑配置文件

c.NotebookApp.ip = '*'  # 对外提供访问的ip
c.NotebookApp.port = 8888 # 对外提供访问的端口
c.NotebookApp.open_browser = False # 启动不打开浏览器
c.NotebookApp.password = 'sha1:f8b5f5dbeca8:d1f5b93d5e787e4bf1bf4ad2c48c177ba79f55dd'  # 上面生成的秘钥
c.NotebookApp.notebook_dir = '/root/jupyter_dir' # 设置jupyter启动后默认文件夹
c.NotebookApp.allow_root = True  # 允许root用户执行

插件安装

pip install jupyter_contrib_nbextensions
jupyter contrib nbextension install --user
pip install jupyter_nbextensions_configurator
jupyter nbextensions_configurator enable --user

pip install jupyterthemes
jt -l  # 列出可选的主题

# -f(字体)  -fs(字体大小) -cellw(占屏比或宽度)  -ofs(输出段的字号)  -T(显示工具栏)  -N(显示自己主机名)
jt -t monokai -f fira -fs 9 -ofs 9 -dfs 9 -T -N

后台运行

nohup jupyter notebook &>./jupyter.log & nohup jupyter lab --allow-root &>./jupyter.log &

重启脚本

rejn(){ 
        pid=$(ps aux | grep jupyter-notebook | grep -v 'grep' | awk '{print $2}')
        kill -9 ${pid}                             
        nohup jupyter notebook &>./jupyter.log &   
}       
        
        
rejl(){ 
        pid=$(ps aux | grep jupyter-lab | grep -v 'grep' | awk '{print $2}')
        kill -9 ${pid}                             
        nohup jupyter lab --allow-root &>./jupyterlab.log &
}