本文以 Debian/Ubuntu 為例
Jupyter Notebook#
- 安裝
pip install notebook
- 配置
生成預設配置 jupyter notebook --generate-config
打開 vim .jupyter/jupyter_notebook_config.py 配置文件
修改並取消註釋（可以用 vim 搜索關鍵詞）
c.NotebookApp.allow_root = True
c.NotebookApp.base_url = '/notebook'
c.NotebookApp.ip = '0.0.0.0'
c.NotebookApp.notebook_dir = 'JupyterLab'
c.NotebookApp.open_browser = False
c.NotebookApp.password = '<上面保存的sha1值>'
c.NotebookApp.port = 8888
- 啟動
python3 -m notebook
- 自啟動
vim /etc/systemd/system/jupyter-notebook.service
寫入如下代碼
[Unit]
Description=Jupyter Notebook
After=network.target
[Service]
Type=simple
ExecStart=/home/aaa/.local/bin/jupyter-notebook --config=/home/aaa/.jupyter/jupyter_notebook_config.py
User=aaa
WorkingDirectory=/home/aaa/
Restart=always
RestartSec=10
[Install]
WantedBy=multi-user.target
將 aaa 改為自己的用戶名，路徑等自行修改
啟動 Jupyter Notebook
systemctl enable jupyter-notebook
systemctl start jupyter-notebook
- 反向代理參考 https 訪問章節
Jupyter Lab#
安裝 JupyterLab#
- 安裝 pip 與 JupyterLab
sudo apt update
sudo apt install python3
sudo apt install pip3
pip3 install jupyterlab
- 添加 PATH
export PATH=$PATH:/path/to/jupyterlab
echo $PATH
安裝較新版本 nodejs#
- 添加 apt 源文件並更新源:
curl -sL https://deb.nodesource.com/setup_16.x | sudo -E bash -
- 安裝 nodejs 與 npm
sudo apt install nodejs
- 查看 nodejs 版本
npm --version
配置 JupyterLab#
- 生成配置文件
jupyter lab --generate-config
- 創建哈希密碼
利用ipython創建密碼
from jupyter_server.auth import passwd
passwd(algorithm='sha1')
# 輸入兩次密碼並保存sha1值
- 修改 JupyterLab 配置文件
mkdir ~/JupyterLab
打開配置文件
vim ~/.jupyter/jupyter_lab_config.py
修改並取消註釋（可以用 vim 搜索關鍵詞）
c.ServerApp.allow_root = True
c.ServerApp.base_url = '/jupyter'
c.ServerApp.ip = '0.0.0.0'
c.ServerApp.notebook_dir = 'JupyterLab'
c.ServerApp.open_browser = False
c.ServerApp.password = '<上面保存的sha1值>'
c.ServerApp.port = 8080
:wq 保存並退出
構建 JupyterLab 並啟動#
jupyter lab build --dev-build=False --minimize=False
nohup jupyter lab &
到現在為止已經可以用 http:// 公網 ip:8080 訪問 JupyterLab，後文介紹使用 https 訪問以及開機自啟動
https 訪問#
Nginx#
將下列代碼添加到 nginx 配置文件 (/etc/nginx/nginx.conf)
client_max_body_size 1G;
location /jupyter {
proxy_pass http://127.0.0.1:8080;
proxy_connect_timeout 3s;
proxy_read_timeout 5s;
proxy_send_timeout 3s;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header Host $host;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection "upgrade";
proxy_redirect off;
};
location /notebook {
proxy_pass http://127.0.0.1:8888;
proxy_connect_timeout 3s;
proxy_read_timeout 5s;
proxy_send_timeout 3s;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header Host $host;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection "upgrade";
proxy_redirect off;
};
Caddy#
將下列代碼添加到 Caddyfile
your_domain_name
reverse_proxy /jupyter/* 127.0.0.1:8080
reverse_proxy /notebook/* 127.0.0.1:8888
重新讀取 Caddyfile 並啟動 Caddy
caddy reload && caddy start
開機自啟動#
使用 systemctl 管理
vim /etc/systemd/system/jupyter.service
寫入如下代碼
[Unit]
Description=Jupyter Lab
After=network.target
[Service]
Type=simple
ExecStart=/home/aaa/.local/bin/jupyter-lab --config=/home/aaa/.jupyter/jupyter_lab_config.py
User=aaa
WorkingDirectory=/home/aaa/
Restart=always
RestartSec=10
[Install]
WantedBy=multi-user.target
將 aaa 改為自己的用戶名，路徑等自行修改
啟動 JupyterLab
systemctl enable jupyter
systemctl start jupyter