{"id":45971,"date":"2023-10-30T15:11:29","date_gmt":"2022-12-20T01:53:55","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45971-2\/"},"modified":"2024-05-04T06:43:43","modified_gmt":"2024-05-03T22:43:43","slug":"45971-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45971-2\/","title":{"rendered":""},"content":{"rendered":"

\u521d\u3081\u307e\u3057\u3066\u3002\u4e8c\u5e74\u76ee\u306b\u306a\u308a\u307e\u3059\u3002
\n\u666e\u6bb5\u306fSQL\u66f8\u3044\u3066\u307e\u3059\u3002\u305f\u307e\u306b\u6a5f\u68b0\u5b66\u7fd2\u307f\u305f\u3044\u306a\u3053\u3068\u3082\u3057\u307e\u3059\u3002<\/p>\n

\u4f7f\u3044\u3084\u3059\u3044python\u3067\u306e\u958b\u767a\u74b0\u5883\u3092\u76ee\u6307\u3057\u3066<\/h2>\n

\u79c1\u306f\u6700\u8fd1python\u3067\u958b\u767a\u74b0\u5883\u306e\u7ba1\u7406\u306bpyenv+Poetry\u3092\u4f7f\u3063\u3066\u307e\u3059\u3001\u3067\u3082\u3084\u3063\u3071\u308aJupyter\u3082\u4f7f\u3044\u305f\u3044\u3002
\n\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3054\u3068\u306b\u5206\u6563\u3057\u305f\u4eee\u60f3\u74b0\u5883\u3092Jupyter\u3067\u6271\u3046\u305f\u3081\u306b\u3001\u6700\u521d\u306f\u4eee\u60f3\u74b0\u5883\u3054\u3068\u306bJupyter\u3092\u3044\u308c\u3066\u3044\u307e\u3057\u305f\u3002
\n\u3057\u304b\u3057\u51b7\u9759\u306b\u8003\u3048\u3066\u6bce\u56de\u3044\u308c\u308b\u306e\u306f\u3081\u3093\u3069\u304f\u3055\u3044\u306e\u3067system\u306epython\u306bJupyter\u3092\u3044\u308c\u3066\u305d\u3053\u304b\u3089\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4eee\u60f3\u74b0\u5883\u3092\u547c\u3079\u308b\u3088\u3046\u306b\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n

\u3084\u308b\u3053\u3068<\/h3>\n
~\/\r\n\u2514 pyproject\/\r\n\u3000 \u251c project1\/\r\n\u3000 \u2502 \u251c .venv\r\n\u3000 \u2502 \u251c src\/\r\n\u3000 \u2502 \u251c pyproject.toml\r\n\u3000 \u2502 \u2514 \u22ee\r\n\u3000 \u251c project2\/\r\n\u3000 \u2502 \u2514 \u22ee\r\n\u3000 \u2514 \u22ee\r\n<\/code><\/pre>\n
\u4ee5\u4e0a\u306e\u3088\u3046\u306a\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u6210\u3067python\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3068\u3057\u3066\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u500b\u3005\u306e\u4eee\u60f3\u74b0\u5883(.venv)\u3092Jupyter\u306e\u30ab\u30fc\u30cd\u30eb\u306b\u81ea\u52d5\u8ffd\u52a0\u3057\u305f\u72b6\u614b\u3067Jupyter\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3002<\/p>\n
\u69cb\u7bc9<\/h2>\n
\u4eca\u56de\u306fubuntu18.04\u3067\u4f5c\u696d\u3092\u884c\u3044\u307e\u3059\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u306a\u3069\u304c\u5909\u308f\u308a\u307e\u3059\u304c\u4ed6\u306e\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3082\u540c\u3058\u6d41\u308c\u3067\u9811\u5f35\u308c\u3070\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u5225\u306b\u30ed\u30fc\u30ab\u30eb\u3067\u3082\u30ea\u30e2\u30fc\u30c8\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u3002\u30ea\u30e2\u30fc\u30c8\u306e\u5834\u5408\u306fssh\u3067\u30dd\u30fc\u30c8\u3092\u30ed\u30fc\u30ab\u30eb\u30d5\u30a9\u30ef\u30fc\u30c9\u3059\u308b\u306a\u308a\u3057\u3066Jupyter\u3068\u7e4b\u3052\u3066\u304f\u3060\u3055\u3044\u3002\u4ee5\u4e0b\u306fEC2\u306718.04\u306e\u30a4\u30e1\u30fc\u30b8\u3067\u884c\u3044\u307e\u3057\u305f\u3002\u3002<\/p>\n
pyenv<\/h3>\n
https:\/\/github.com\/pyenv\/pyenv#installation
\n\u516c\u5f0f\u306b\u5f93\u3044git clone\u3057\u3066\u74b0\u5883\u5909\u6570\u3084\u3089\u3092.profile\u306b\u767b\u9332\u3059\u308b\u3060\u3051\u3002<\/p>\n
git clone https:\/\/github.com\/pyenv\/pyenv.git ~\/.pyenv \r\necho<\/span> 'export PYENV_ROOT=\"$HOME\/.pyenv\"'<\/span> >><\/span> ~\/.profile\r\necho<\/span> 'export PATH=\"$PYENV_ROOT\/bin:$PATH\"'<\/span> >><\/span> ~\/.profile\r\necho<\/span> -e<\/span> 'if command -v pyenv 1>\/dev\/null 2>&1; then\\n  eval \"$(pyenv init -)\"\\nfi'<\/span> >><\/span> ~\/.profile\r\nexec<\/span> \"<\/span>$SHELL<\/span>\"<\/span>\r\n<\/code><\/pre>\n
python\u306e\u30d3\u30eb\u30c9\u306b\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u3044\u308c\u308b<\/p>\n
sudo <\/span>apt-get install<\/span> \\<\/span>\r\n    build-essential \\<\/span>\r\n    libsqlite3-dev \\<\/span>\r\n    sqlite3 \\<\/span>\r\n    bzip2 \\<\/span>\r\n    libbz2-dev \\<\/span>\r\n    zlib1g-dev \\<\/span>\r\n    libssl-dev \\<\/span>\r\n    openssl \\<\/span>\r\n    libgdbm-dev \\<\/span>\r\n    libgdbm-compat-dev \\<\/span>\r\n    liblzma-dev \\<\/span>\r\n    libreadline-dev \\<\/span>\r\n    libncursesw5-dev \\<\/span>\r\n    libffi-dev \\<\/span>\r\n    uuid-dev\r\n<\/code><\/pre>\n
python\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n
# \u4f7f\u3044\u305f\u3044python\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d<\/span>\r\npyenv install<\/span> --list<\/span>\r\n# install (\u4eca\u56de\u306f3.7.5)<\/span>\r\npyenv install <\/span>3.7.5\r\npyenv install <\/span>2.7.17\r\n# python\u30b3\u30de\u30f3\u30c9\u6642\u306b\u547c\u3073\u51fa\u3055\u308c\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u6307\u5b9a<\/span>\r\npyenv global 3.7.5 2.7.17\r\n# \u78ba\u8a8d<\/span>\r\npython -V<\/span>\r\npython2 -V<\/span>\r\n<\/code><\/pre>\n
Poetry<\/h3>\n
https:\/\/github.com\/sdispater\/poetry#installation
\n\u3053\u3061\u3089\u3082\u516c\u5f0f\u306b\u5f93\u3046<\/p>\n
curl -sSL<\/span> https:\/\/raw.githubusercontent.com\/sdispater\/poetry\/master\/get-poetry.py | python\r\n# preview\u7248<\/span>\r\n# curl -sSL https:\/\/raw.githubusercontent.com\/sdispater\/poetry\/master\/get-poetry.py | POETRY_PREVIEW=1 python<\/span>\r\n<\/code><\/pre>\n
\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u306b\u74b0\u5883\u3092\u4f5c\u6210\u3059\u308b\u8a2d\u5b9a
\n\u4ee5\u4e0b\u3092\u884c\u3046\u3068pyproject.toml\u3068\u540c\u3058\u968e\u5c64\u306b.venv\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u4f5c\u6210\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308b<\/p>\n
poetry config --list<\/span>\r\npoetry config virtualenvs.in-project true<\/span>\r\n<\/code><\/pre>\n
\u8a66\u3057\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u3063\u3066\u307f\u308b<\/p>\n
mkdir<\/span> ~\/pyproject\r\ncd<\/span> ~\/pyproject\r\npoetry new --src<\/span> project1\r\n<\/code><\/pre>\n
\u3053\u308c\u3067project1\u3068\u3044\u3046\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u4f5c\u6210\u3055\u308c\u308b<\/p>\n
cd <\/span>project1\r\npoetry install<\/span>\r\n<\/code><\/pre>\n
\u3053\u308c\u3067.venv\u304cproject1\u306e\u4e2d\u306b\u3067\u304d\u308c\u3070\u6210\u529f\uff01<\/p>\n
\u305f\u3060\u3057\u3001Jupyter\u306e\u30ab\u30fc\u30cd\u30eb\u3068\u3057\u3066\u8ffd\u52a0\u3059\u308b\u305f\u3081\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u6bce\u306e\u74b0\u5883\u306bipykernel\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5fc5\u8981\u304c\u3042\u308b\u3067\u6ce8\u610f\uff01<\/p>\n
poetry add -D<\/span> ipykernel\r\n<\/code><\/pre>\n
Jupyter<\/h3>\n
system\u306epython\u306bJupyter\u3092\u3044\u308c\u308b<\/p>\n
sudo <\/span>apt install <\/span>python3-pip\r\nsudo <\/span>pip3 install <\/span>jupyterlab\r\n<\/code><\/pre>\n
\u8d77\u52d5\u8a2d\u5b9a
\n~\/.jupyter\/jupyter_notebook_config.py\u3067\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002
\n\u79c1\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002token\u306f\u9069\u5b9c\u5909\u66f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
c<\/span>.<\/span>NotebookApp<\/span>.<\/span>open_browser<\/span> =<\/span> False<\/span>\r\nc<\/span>.<\/span>NotebookApp<\/span>.<\/span>port<\/span> =<\/span> 8888<\/span>\r\nc<\/span>.<\/span>NotebookApp<\/span>.<\/span>token<\/span> =<\/span> 'HYPER_DIFFICULT_TOKEN'<\/span>\r\nc<\/span>.<\/span>NotebookApp<\/span>.<\/span>ip<\/span> =<\/span> '0.0.0.0'<\/span>\r\nc<\/span>.<\/span>NotebookApp<\/span>.<\/span>notebook_dir<\/span> =<\/span> '\/home\/ubuntu\/pyproject'<\/span>\r\n<\/code><\/pre>\n
\u74b0\u5883\u767b\u9332\u7528\u306e\u30b9\u30af\u30ea\u30d7\u30c8
\n\u4ee5\u4e0b\u306e\u51e6\u7406\u3092Jupyter\u7acb\u3061\u4e0a\u3052\u524d\u306b\u6bce\u56de\u884c\u3046<\/p>\n
#!\/bin\/bash<\/span>\r\n\r\nPROJECT_DIR<\/span>=<\/span>\/home\/ubuntu\/projects\r\nINSTALLE_DIR<\/span>=<\/span>\/home\/ubuntu\/.local\/share\/jupyter\/kernels\r\n\r\nprojects<\/span>=(<\/span>$(<\/span>ls<\/span> ${<\/span>PROJECT_DIR<\/span>}<\/span>)<\/span>)<\/span>\r\ninstalls<\/span>=(<\/span>$(<\/span>ls<\/span> ${<\/span>INSTALLE_DIR<\/span>}<\/span>)<\/span>)<\/span>\r\n\r\n# \u4e00\u65e6\u5168\u90e8\u6d88\u3059<\/span>\r\nfor <\/span>install <\/span>in<\/span> ${<\/span>installs<\/span>[@]<\/span>}<\/span>;<\/span> do\r\n    <\/span>rm<\/span> -rf<\/span> ${<\/span>INSTALLE_DIR<\/span>}<\/span>\/${<\/span>install<\/span>}<\/span>\r\ndone\r\n\r\nfor <\/span>project in<\/span> ${<\/span>projects<\/span>[@]<\/span>}<\/span>;<\/span> do<\/span>\r\n    ${<\/span>PROJECT_DIR<\/span>}<\/span>\/${<\/span>project<\/span>}<\/span>\/.venv\/bin\/python -m<\/span> ipykernel install<\/span> --name<\/span> ${<\/span>project<\/span>}<\/span> --user<\/span>\r\ndone<\/span>\r\n<\/code><\/pre>\n
\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u767b\u9332
\nEC2\u3092\u4f7f\u3063\u305f\u306e\u3067\u30e6\u30fc\u30b6\u30fc\u304cubuntu\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u306e\u3067\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u9069\u5b9c\u5909\u66f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
[Unit]\r\nDescription=Jupyter Daemon\r\n\r\n[Service]\r\nExecStartPre=\/home\/ubuntu\/jupyter.sh\r\nExecStart=\/usr\/local\/bin\/jupyter lab\r\nExecStop=\/bin\/kill ${MAINPID}\r\nRestart=always\r\nType=simple\r\nUser=ubuntu\r\nGroup=ubuntu\r\n\r\n[Install]\r\nWantedBy=multi-user.target\r\n<\/code><\/pre>\n
sudo <\/span>systemctl start jupyter\r\n# \u8d77\u52d5\u6642\u306bJupyter\u304c\u8d77\u52d5\u3059\u308b\u3088\u3046\u306b\u30b5\u30fc\u30d3\u30b9\u3092\u767b\u9332<\/span>\r\nsudo <\/span>systemctl enable <\/span>jupyter\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"
\u521d\u3081\u307e\u3057\u3066\u3002\u4e8c\u5e74\u76ee\u306b\u306a\u308a\u307e\u3059\u3002 \u666e\u6bb5\u306fSQL\u66f8\u3044\u3066\u307e\u3059\u3002\u305f\u307e\u306b\u6a5f\u68b0\u5b66\u7fd2\u307f\u305f\u3044\u306a\u3053\u3068\u3082\u3057\u307e\u3059\u3002 \u4f7f\u3044\u3084\u3059\u3044pyt […]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45971","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/45971-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u521d\u3081\u307e\u3057\u3066\u3002\u4e8c\u5e74\u76ee\u306b\u306a\u308a\u307e\u3059\u3002 \u666e\u6bb5\u306fSQL\u66f8\u3044\u3066\u307e\u3059\u3002\u305f\u307e\u306b\u6a5f\u68b0\u5b66\u7fd2\u307f\u305f\u3044\u306a\u3053\u3068\u3082\u3057\u307e\u3059\u3002 \u4f7f\u3044\u3084\u3059\u3044pyt […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/45971-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-20T01:53:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-03T22:43:43+00:00\" \/>\n<meta name=\"author\" content=\"\u79d1, \u96c5\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u79d1, \u96c5\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/45971-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/45971-2\/\",\"name\":\"- Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2022-12-20T01:53:55+00:00\",\"dateModified\":\"2024-05-03T22:43:43+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/41e222757cdd2a3365361328bd79970a\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/45971-2\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - 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