创建谷歌云instance

将VPC网络中外部IP地址改为静态；防火墙规则default-allow-http和default-allow-http增加端口tcp:5000即jupyter端口并增加规则jupyer: 关键字段如下：应用于所有实例、IP 地址范围 0.0.0.0/0 、协议和端口 tcp:5000

连接谷歌云instance

ssh-keygen -t rsa -f ~/.ssh/(用户名)-ssh-key -C (用户名）

将.ssh/(用户名)-ssh-key.pub 中的内容复制粘贴到谷歌云实例的ssh信息,然后本地终端登录

ssh -i .ssh/(用户名)-ssh-key (用户名)@(实例IP)

附加说明

ssh-copy-id -i ~/.ssh/your-key-name.pub 用户名@35.189.188.31

ssh-add ~/.ssh/your-key-name

当用旧的ssh key 登录主机需要更改主机rsa 执行

ssh-keygen -f "/home/senmonster/.ssh/known_hosts" -R 104.199.246.91(new host ip)

机器学习环境配置

wget http://repo.continuum.io/archive/Anaconda3-5.0.0-Linux-x86_64.sh  && bash ./Anaconda3-5.0.0-Linux-x86_64.sh

安装包完成后 source ~/.bashrc

配置jupyter 后端登录

jupyter notebook --generate-config && vim ~/.jupyter/jupyter_notebook_config.py insert: c = get_config() c.NotebookApp.ip = '0.0.0.0' c.NotebookApp.notebook_dir = u'/home/topppyang/' c.NotebookApp.open_browser = False c.NotebookApp.password = u'sha1:9c648d04c827:a0578e432ba863eba2932f9a20b7f944fd8f2453' c.NotebookApp.password_required = True c.NotebookApp.port = 5000

安装jupyter extension and jupyter themes and import_ipynb

pip install jupyter_contrib_nbextensions && jupyter contrib nbextension install --user && pip install --ignore-installed jupyterthemes && jt -T -N -cellw 85% -t gruvboxd && pip install import_ipynb && jupyter nbextension enable collapsible_headings/main && jupyter nbextension enable codefolding/main && jupyter nbextension enable codefolding/firstline-fold && jupyter nbextension enable varInspector/main && jupyter nbextension enable hide_input/main && jupyter nbextension enable splitcell/splitcell

生效指定扩展功能，说明：jupyter kernel 下 import sys; sys.executable 得到比如 '/home/senmonster/anaconda3/bin/python' 那就 cd /home/senmonster/anaconda3/lib/python3.7/site-packages/jupyter_contrib_nbextensions/nbextensions 该目录下的文件夹为扩展名，进入扩展名下的js文件名为以下命令/的后半部分

若修改主题后导致print打印不全，则： cd ~/.jupyter/custom &&vim custom.css 命令模式下输入/ 查找 div.output_area 再i进入编辑模式增加 div.output_area { display: -webkit-box; padding: 13px; }

cell 多输出以及 auto reaload

vim ~/.ipython/profile_default/ipython_config.py insert: c = get_config() c.InteractiveShell.ast_node_interactivity = "all" c.InteractiveShellApp.exec_lines = ['%autoreload 2'] c.InteractiveShellApp.extensions = ['autoreload'] c.TerminalInteractiveShell.autoindent = False source ~/.ipython/profile_default/ipython_config.py

'/opt/conda/bin/python' -m conda install pkname 安装包到指定环境（路径由sys.executable得到） top 10 largest directories du -a / | sort -n -r | head -n 10

zatoichi0826/Build_Gcloud_ML_Env