Jupyter notebook docker image for arm64

M1 Mac で Jupyter notebook を動かす

当然 Docker でやる

https://jupyter-docker-stacks.readthedocs.io/en/latest/index.html

しかし docker run jupyter/datascience-notebook すると amd64 の docker image が降ってくる

arm をやる気はないらしい

https://jupyter-docker-stacks.readthedocs.io/en/latest/index.html#cpu-architectures

All published containers support amd64 (x86_64) and aarch64, except for datascience-notebook and tensorflow-notebook, which only support amd64 for now.

なぜこいつらだけ仲間はずれなのか

動くっちゃ動くがCPUパフォーマンスがガタ落ちするとのこと

実際Rのライブラリをインストールするだけのステップが全然終わらない

じゃあ自分でビルドすればいいんじゃないですか？

code:terminal

$ git clone https://github.com/jupyter/docker-stacks

// Edit each dockerfile to modify the name of image owner to jupyter-arm64

$ git diff

diff --git a/datascience-notebook/Dockerfile b/datascience-notebook/Dockerfile

index e9d852c..dfeb2bb 100644

--- a/datascience-notebook/Dockerfile

+++ b/datascience-notebook/Dockerfile

@@ -1,6 +1,6 @@

# Copyright (c) Jupyter Development Team.

# Distributed under the terms of the Modified BSD License.

-ARG OWNER=jupyter

+ARG OWNER=jupyter-arm64

ARG BASE_CONTAINER=$OWNER/scipy-notebook

FROM $BASE_CONTAINER

diff --git a/minimal-notebook/Dockerfile b/minimal-notebook/Dockerfile

index 4b1a493..b87816c 100644

--- a/minimal-notebook/Dockerfile

+++ b/minimal-notebook/Dockerfile

@@ -1,6 +1,6 @@

# Copyright (c) Jupyter Development Team.

# Distributed under the terms of the Modified BSD License.

-ARG OWNER=jupyter

+ARG OWNER=jupyter-arm64

ARG BASE_CONTAINER=$OWNER/base-notebook

FROM $BASE_CONTAINER

diff --git a/scipy-notebook/Dockerfile b/scipy-notebook/Dockerfile

index 8e36c70..2625d9a 100644

--- a/scipy-notebook/Dockerfile

+++ b/scipy-notebook/Dockerfile

@@ -1,6 +1,6 @@

# Copyright (c) Jupyter Development Team.

# Distributed under the terms of the Modified BSD License.

-ARG OWNER=jupyter

+ARG OWNER=jupyter-arm64

ARG BASE_CONTAINER=$OWNER/minimal-notebook

FROM $BASE_CONTAINER

$ cat build-arm64.sh

#!/bin/bash

BASEDIR=$(cd $(dirname ${0}) && pwd -P)

OWNER="jupyter-arm64"

cd ${BASEDIR}/base-notebook

docker build -t ${OWNER}/base-notebook .

cd ${BASEDIR}/minimal-notebook

docker build -t ${OWNER}/minimal-notebook .

cd ${BASEDIR}/scipy-notebook

docker build -t ${OWNER}/scipy-notebook .

cd ${BASEDIR}/datascience-notebook

docker build -t ${OWNER}/datascience-notebook .

ビルドは成功

しかし一部やはり arm64 ではインストールできない部分がある模様

tidyverse とか r-markdown とか

今回はひとまず amd64 を使うことに