{"id":46362,"date":"2022-12-25T12:56:06","date_gmt":"2023-10-12T17:35:32","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46362-2\/"},"modified":"2024-04-29T06:55:38","modified_gmt":"2024-04-28T22:55:38","slug":"46362-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46362-2\/","title":{"rendered":""},"content":{"rendered":"

\u4eca\u56de\u306fJupyter Notebook\u3068MemSQL\u306e\u9023\u643a\u306b\u6311\u6226\uff01\uff01<\/h1>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n

\u5c0e\u5165\u624b\u9806<\/h2>\n

\u4eca\u56de\u306f\u524d\u56de\u3068\u540c\u69d8\u306b\u3001Mac\u74b0\u5883\u3067\u4f5c\u696d\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n

(1)Xcode\u3092\u5c0e\u5165\u3057\u307e\u3059<\/h3>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n

\u81ea\u5206\u306e\u74b0\u5883\u3067\u306f\u3001\u3053\u306e\u6bb5\u968e\u3067\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u7cfb\u3082\u542b\u3081\u3066\u5168\u90e8\u5165\u308a\u307e\u3057\u305f\u306e\u3067\u3001\u95a2\u9023\u74b0\u5883\u306e\u6574\u5099\u306b\u79fb\u308a\u307e\u3059\uff08\u65e2\u306b\u30cd\u30c3\u30c8\u306b\u4e0a\u304c\u3063\u3066\u3044\u308b\u8af8\u5148\u8f29\u65b9\u306e\u6295\u7a3f\u3067\u306f\u3001\u3053\u3053\u3067\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u74b0\u5883\u3092\u5c0e\u5165\u3055\u308c\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u5ff5\u306e\u305f\u3081\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

(3)Homebrew\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059<\/h3>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
% brew update\r\n% brew upgrade\r\n% brew doctor\r\n<\/code><\/pre>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
pip3\u7d4c\u7531\u3067\u3044\u3088\u3044\u3088Jupyter Notebook\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n
% pip3 install <\/span>jupyter \r\n<\/code><\/pre>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
% mkdir <\/span>xxx\r\n% cd <\/span>xxx\r\n<\/code><\/pre>\n
\u3053\u308c\u306f\u3001jupyter notebook\u3092\u5b9f\u884c\u3057\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u81ea\u52d5\u7684\u306b\u30db\u30fc\u30e0\u753b\u9762\u306b\u306a\u308b\u307f\u305f\u3044\u306a\u306e\u3067\u3001\u3042\u3061\u3053\u3061\u306b\u6563\u3089\u304b\u308b\u4e8b\u3092\u907f\u3051\u308b\u70ba\u306b\u3082\u3001\u4efb\u610f\u306e\u5834\u6240\u306bmkdir\u3067\u4f5c\u696d\u7528\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3057\u3066\u3001\u305d\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u3066\u304b\u3089jupyter notebook\u3092\u8d77\u52d5\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n
% jupyter notebook\r\n<\/code><\/pre>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\"image.png\"<\/div>\n
print(<\/span>\"Hello World\"<\/span>)<\/span>\r\n<\/code><\/pre>\n
\"image.png\"<\/div>\n
\u3044\u3088\u3044\u3088MemSQL\u3068\u306e\u9023\u643a\u30fb\u30fb\u30fb<\/h2>\n
\u3055\u3066\u3001\u3044\u3088\u3044\u3088MemSQL\u3068\u306e\u9023\u643a\u4f5c\u696d\u306b\u5165\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u524d\u306b\u30af\u30ea\u30a2\u3057\u3066\u304a\u304b\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3001\u3042\u308b\u610f\u5473\u975e\u5e38\u306b\u91cd\u8981\u306a\u6e96\u5099\u4f5c\u696d\u304c\u3042\u308a\u307e\u3059\u3002\u65e2\u306b\u304a\u6c17\u3065\u304d\u306e\u65b9\u3082\u591a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u53cc\u65b9\u5171\u306bGUI\u30d9\u30fc\u30b9\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3092\u4f7f\u3046\u5834\u5408\u30fb\u30fb\u30fb\u826f\u304f\u3042\u308b8080\u885d\u7a81\u554f\u984c\u304c\u9855\u5728\u5316\u3057\u3066\u304d\u307e\u3059\u306e\u3067\u3001\u305d\u306e\u5bfe\u7b56\u3092\u65bd\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4eca\u56de\u306fJupyter Notebook\u5074\u306e\u914d\u4fe1\u30dd\u30fc\u30c8\u3092\u5f15\u8d8a\u3057\u3055\u305b\u308b\u4e8b\u306b\u3057\u307e\u3059\u3002<\/p>\n
\u4f5c\u696d\u7684\u306b\u306f\u4ee5\u4e0b\u306e\u624b\u9806\u3092Mac\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u884c\u3044\u307e\u3059\u3002<\/p>\n
% jupyter notebook --generate-config<\/span>\r\n<\/code><\/pre>\n
\u30db\u30fc\u30e0\u306e\u30c8\u30c3\u30d7\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u4ee5\u4e0b\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u51fa\u6765\u308b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u305d\u306e\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3066\u30dd\u30fc\u30c8\u756a\u53f7\u3092\u5909\u66f4\u3057\u307e\u3059\u3002<\/p>\n
~\/.jupyter\/jupyter_notebook_config.py<\/p>\n
vi\u30a8\u30c7\u30a3\u30bf\u7b49\u3067<\/p>\n
#c.NotebookApp.port = 8888<\/p>\n
\u3092\u63a2\u3057\u3066\u3001\u884c\u982d\u306e#\u3092\u524a\u9664\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u3053\u306e\u5834\u5408\u306f8888\u304c\u518d\u8d77\u52d5\u5f8c\u306e\u30dd\u30fc\u30c8\u306b\u306a\u308a\u307e\u3059\uff09<\/p>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\u7121\u4e8b\u306bMemSQL\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3068Jupyter Notebook\u304c\u5171\u5b58\u51fa\u6765\u308b\u69d8\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n
\u6b21\u306bpymysql\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n
% pip3 install <\/span>pymysql\r\n<\/code><\/pre>\n
\u30b5\u30af\u30c3\u3068\u5165\u308a\u307e\u3057\u305f\u3002<\/p>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\u4eca\u56de\u3082\u524d\u56de\u540c\u69d8\u306b\u3001Mac\u4e0a\u306eDocker\u74b0\u5883\u306bMemSQL\u3092\u52d5\u304b\u3057\u3066\u3001\u305d\u306e\u74b0\u5883\u3068\u4eca\u5b63\u306eJupyter Notebook\u3092\u9023\u643a\u3055\u305b\u308b\u65b9\u5411\u3067\u4f5c\u696d\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n
Docker\u4e0a\u3067MemSQL\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n
% docker start memsql-ciab\r\n<\/code><\/pre>\n
\u3044\u3088\u3044\u3088\u9023\u643a\u691c\u8a3c\u3092\u5b9f\u884c\uff01\uff01<\/h3>\n
\u4eca\u56de\u306e\u9023\u643a\u3082\u3001\u5f97\u610f\u306eMySQL\u306e\u30d5\u30ea\u4f5c\u6226\u3067\u884c\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u4ee5\u524d\u306e\u691c\u8a3c\u3067\u4f5c\u3063\u305fR\u9023\u643a\u6642\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u305d\u306e\u307e\u307e\u8aad\u307f\u51fa\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n
Jupyter Notebook\u4e0a\u3067\u4ee5\u4e0b\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n
import<\/span> pymysql<\/span>\r\n\r\ndb<\/span> =<\/span> pymysql<\/span>.<\/span>connect<\/span>(<\/span>host<\/span>=<\/span>'127.0.0.1'<\/span>,<\/span>\r\n                     user<\/span>=<\/span>'root'<\/span>,<\/span>\r\n                     password<\/span>=<\/span>''<\/span>,<\/span>\r\n                     db<\/span>=<\/span>'r_db'<\/span>,<\/span>\r\n                     charset<\/span>=<\/span>'utf8'<\/span>,<\/span>\r\n                     cursorclass<\/span>=<\/span>pymysql<\/span>.<\/span>cursors<\/span>.<\/span>DictCursor<\/span>)<\/span>\r\n\r\ndb<\/span>.<\/span>commit<\/span>()<\/span>\r\n<\/code><\/pre>\n
\u524d\u6bb5\u307e\u3067\u306e\u8a2d\u5b9a\u306b\u554f\u984c\u304c\u7121\u3051\u308c\u3070\u3001\u6700\u5f8c\u306edb.commit()\u3067MemSQL\u3068\u63a5\u7d9a\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u6b21\u306b\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u306e\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u51fa\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n
with<\/span> db<\/span>:<\/span>\r\n    cur<\/span>=<\/span>db<\/span>.<\/span>cursor<\/span>()<\/span>\r\n    cur<\/span>.<\/span>execute<\/span>(<\/span>\"SELECT * FROM test99\"<\/span>)<\/span>\r\n    rows<\/span>=<\/span>cur<\/span>.<\/span>fetchall<\/span>()<\/span>\r\n    for<\/span> row<\/span> in<\/span> rows<\/span>:<\/span>\r\n        print<\/span> (<\/span>row<\/span>)<\/span>\r\n<\/code><\/pre>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\u4eca\u5ea6\u306fJupyter Notebook\u304b\u3089MemSQL\u306b\u30c7\u30fc\u30bf\u3092\u66f8\u304d\u8fbc\u3093\u3067\u307f\u307e\u3059\u30fb\u30fb\u30fb<\/h3>\n
\u57fa\u672c\u7684\u306b\u306f\u3001\u524d\u8ff0\u306e\u65b9\u6cd5\u3092\u8e0f\u8972\u3057\u3066\u884c\u3051\u3070\u554f\u984c\u306a\u304f\u30b4\u30fc\u30eb\u306b\u8fbf\u308a\u7740\u3051\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n
import<\/span> pymysql<\/span>\r\n\r\ndb<\/span> =<\/span> pymysql<\/span>.<\/span>connect<\/span>(<\/span>host<\/span>=<\/span>  '127.0.0.1'<\/span>,<\/span>\r\n                             user<\/span>=<\/span>'root'<\/span>,<\/span>\r\n                             password<\/span>=<\/span>''<\/span>,<\/span>\r\n                             db<\/span>=<\/span>'r_db'<\/span>,<\/span>\r\n                             charset<\/span>=<\/span>'utf8'<\/span>,<\/span>\r\n                             cursorclass<\/span>=<\/span>pymysql<\/span>.<\/span>cursors<\/span>.<\/span>DictCursor<\/span>)<\/span>\r\n\r\ndb<\/span>.<\/span>commit<\/span>()<\/span>\r\n\r\nwith<\/span> db<\/span>:<\/span>\r\n   cur<\/span>=<\/span>db<\/span>.<\/span>cursor<\/span>()<\/span>\r\n   cur<\/span>.<\/span>execute<\/span>(<\/span>\"CREATE TABLE IF NOT EXISTS p_test(id INT auto_increment primary key, data VARCHAR(25))\"<\/span>)<\/span>\r\n   cur<\/span>.<\/span>execute<\/span>(<\/span>\"INSERT INTO p_test(data) VALUES('aaaaaaa')\"<\/span>)<\/span>\r\n   cur<\/span>.<\/span>execute<\/span>(<\/span>\"INSERT INTO p_test(data) VALUES('bbbbbbb')\"<\/span>)<\/span>\r\n   cur<\/span>.<\/span>execute<\/span>(<\/span>\"INSERT INTO p_test(data) VALUES('ccccccc')\"<\/span>)<\/span>\r\n<\/code><\/pre>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\u7121\u4e8b\u306b\u66f8\u304d\u8fbc\u307f\u306e\u691c\u8a3c\u3082\u5b8c\u4e86\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n
\u4eca\u56de\u306e\u307e\u3068\u3081<\/h1>\n
\u4eca\u56de\u306f\u3001Python\u754c\u3067\u8457\u540d\u306aJupyter Notebook\u3068MemSQL\u306e\u9023\u643a\u3092\u7c21\u5358\u306b\u691c\u8a3c\u3057\u3066\u307f\u307e\u3057\u305f\u3002\u57fa\u672c\u74b0\u5883\u306e\u69cb\u7bc9\u304c\u4e0a\u624b\u304f\u51fa\u6765\u308c\u3070\u7279\u306b\u96e3\u3057\u3044\u4e8b\u3082\u306a\u304f\u3001\u6b21\u306e\u5fdc\u7528\u5c55\u958b\u304c\u53ef\u80fd\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3084AI,\u307e\u305f\u5206\u6790\u7b49\u306e\u30a8\u30f3\u30b8\u30f3\u3068\u3057\u3066Python\u754c\u3067\u826f\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u69d8\u3067\u3059\u306e\u3067\u3001\u305c\u3072\u3053\u306e\u6a5f\u4f1a\u306bMemSQL\u3068\u306e\u9023\u643a\u7a3c\u50cd\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
\u4eca\u56de\u306e\u74b0\u5883\u306f\u3001Mac\u4e0a\u306bDocker\u7248\u306eMemSQL\u3001\u901a\u5e38\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306ejupyter Notebook\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3044\u307e\u3059\u3002\u524d\u56de\u306eR\u540c\u69d8\u30d1\u30ef\u30fc\u306e\u3042\u308b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u4e0a\u3067\u3082\u69cb\u7bc9\u3067\u304d\u308b\u74b0\u5883\u3067\u3059\u306e\u3067\u3001\u6c17\u8efd\u306b\u9ad8\u901f\u30a4\u30f3\u30e1\u30e2\u30eaSQL\u3092\u6d3b\u7528\u3057\u3066\u9802\u3051\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n
MemSQL\u3092\u4f7f\u3063\u3066\u307f\u3088\u3046Vol.14: \u5b9f\u8df5\u7de87\u306b\u7d9a\u304f<\/p>\n
\u8b1d\u8f9e<\/h1>\n
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