在 Docker 中啟動 Jupyter

Undefined443發表於2024-03-23
Docker

參考 Jupyter Docker Stacks documentation

容器地址在 quay.io/jupyter/scipy-notebook

如果你直接執行命令：

docker run -p 10000:8888 quay.io/jupyter/scipy-notebook:2024-03-14

你啟動的 Jupyter 服務會執行在一個奇怪的域名：

To access the server, open this file in a browser:
        file:///home/jovyan/.local/share/jupyter/runtime/jpserver-7-open.html
    Or copy and paste one of these URLs:
        http://1f6fc664b015:8888/lab?token=73a9a4986e03cf7bec47b0a93de0bb712fe2d1cefbb02552
        http://127.0.0.1:8888/lab?token=73a9a4986e03cf7bec47b0a93de0bb712fe2d1cefbb02552

你可以設定 ip='*' 引數來將域名變成 localhost：

docker run -p 10000:8888 quay.io/jupyter/scipy-notebook:2024-03-14 start-notebook.py --ServerApp.ip='*'

To access the server, open this file in a browser:
        file:///home/jovyan/.local/share/jupyter/runtime/jpserver-7-open.html
    Or copy and paste one of these URLs:
        http://localhost:8888/lab?token=f0bfa879fbbd9859579ee7e1cf2b166b600f912feb8f62af
        http://127.0.0.1:8888/lab?token=f0bfa879fbbd9859579ee7e1cf2b166b600f912feb8f62af

這裡 ip 引數是透過 start-notebook.py 指令碼提供的。向指令碼指定 --ServerApp.ip 選項來設定 ip 引數。

你還可以設定容器名、後臺執行、關聯掛載等引數：

docker run --name jupyter -d -p 8888:8888 -v ~/notebooks:/home/jovyan quay.io/jupyter/scipy-notebook start-notebook.py --ServerApp.ip='*'

然後透過下面的命令來檢視服務地址：

docker exec jupyter jupyter server list

Currently running servers:
http://localhost:8888/?token=03bd71def07b54f61399f03b8214c19f8ac2d51dd614707d :: /home/jovyan

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