{"id":46412,"date":"2022-11-24T09:51:05","date_gmt":"2023-09-23T22:09:41","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46412-2\/"},"modified":"2024-04-29T02:15:42","modified_gmt":"2024-04-28T18:15:42","slug":"46412-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46412-2\/","title":{"rendered":""},"content":{"rendered":"

sparkmagic\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001jupyter\u4e0a\u3067Spark\u30af\u30e9\u30b9\u30bf\u306e\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002
\n\u5c0e\u5165\u65b9\u6cd5\u306f\u53c2\u8003\u30ea\u30f3\u30af\u3092\u53c2\u7167\u3002<\/p>\n

\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5f62\u5f0f\u3067\u4f5c\u696d\u3092\u307e\u3068\u3081\u3089\u308c\u308b\u306e\u304c\u4fbf\u5229\u306a\u53cd\u9762\u3001
\nsparkmagic\u7279\u6709\u306e\u554f\u984c\u3068\u304b\u3082\u3042\u308b\u306e\u3067\u3001\u307e\u3068\u3081\u3066\u307f\u308b\u3002<\/p>\n

Tips<\/h1>\n

\u4e00\u5b9a\u6642\u9593\u4f7f\u7528\u3057\u306a\u3044\u3068\u3001Livy\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u7d42\u4e86\u3057\u3066\u3057\u307e\u3046<\/h2>\n

\u30c7\u30d5\u30a9\u30eb\u30c8\u3060\u30681\u6642\u9593\u3067\u7d42\u4e86\u3059\u308b\u307f\u305f\u3044\u3002
\nlivy.conf\u3067\u300clivy.server.session.timeout\u300d\u3092\u4efb\u610f\u306e\u5024\u3092\u5909\u3048\u308b\u3002<\/p>\n

SQL\u30e2\u30fc\u30c9\u3067\u300cIOPub data rate exceeded\u300d\u30a8\u30e9\u30fc<\/h2>\n

jupyter_notebook_config.py\u306e\u5024\u3092\u5897\u3084\u3059\u3002
\njupyter_notebook_config.py\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u3001~\/.jupyter\/\u914d\u4e0b\u306b\u3042\u308b\u3002<\/p>\n

\r\nc<\/span>.<\/span>NotebookApp<\/span>.<\/span>iopub_data_rate_limit<\/span> =<\/span> 1000000<\/span>\r\n<\/code><\/pre>\n
matplotlib\u304c\u5229\u7528\u3067\u304d\u306a\u3044<\/h2>\n
Livy\u3067\u3001matplotlib\u306e\u7d50\u679c\u306f\u53d7\u3051\u53d6\u308c\u306a\u3044\u307f\u305f\u3044\u3002
\n– [bug] matplotlib is not plotting variables from livy<\/p>\n
Spark DataFrame\u3092registerTempTable\u3067\u4e00\u6642\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u3001
\nSQL\u30e2\u30fc\u30c9\u3067\u30ed\u30fc\u30ab\u30eb\u3078\u51fa\u529b\u3059\u308b\u3002
\n\u305d\u3046\u3059\u308b\u3068\u3001\u30ed\u30fc\u30ab\u30eb\u30e2\u30fc\u30c9\u3067Pandas\u306eDataFrame\u3068\u3057\u3066\u5024\u304c\u53d7\u3051\u6e21\u3055\u308c\u308b\u306e\u3067\u3001\u305d\u308c\u3092\u4f7f\u3063\u3066\u30b0\u30e9\u30d5\u3092\u63cf\u304f\u3002
\n\u30ed\u30fc\u30ab\u30eb\u30e2\u30fc\u30c9\u3067jupyter\u304c\u53c2\u7167\u3057\u3066\u3044\u308bpython\u30ab\u30fc\u30cd\u30eb\u306f\u3001PySpark\u30ab\u30fc\u30cd\u30eb\u3068\u306f\u9055\u3046\u306e\u3067\u3001\u51e6\u7406\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u5225\u9014\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n
%%<\/span>sql<\/span> -<\/span>o<\/span> plot_data<\/span>\r\nselect<\/span> *<\/span> from<\/span> spark_dataframe<\/span>\r\n<\/code><\/pre>\n
%%<\/span>local<\/span>\r\n%<\/span>matplotlib<\/span> inline<\/span>\r\n\r\nplot_data<\/span> # SQL\u30e2\u30fc\u30c9\u3067-o\u3067\u6307\u5b9a\u3057\u305f\u5909\u6570\u540d\u3067\u53c2\u7167\u3067\u304d\u308b\r\n<\/span><\/code><\/pre>\n
\u53c2\u8003<\/h1>\n
    Jupyter\u304b\u3089Spark cluster\u3092\u64cd\u4f5c\u3067\u304d\u308blivy + sparkmagic\u3092\u8a66\u3057\u3066\u307f\u305f<\/ul>\n","protected":false},"excerpt":{"rendered":"
    sparkmagic\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001jupyter\u4e0a\u3067Spark\u30af\u30e9\u30b9\u30bf\u306e\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002 \u5c0e\u5165\u65b9\u6cd5\u306f\u53c2\u8003\u30ea\u30f3 […]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46412","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\/46412-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"sparkmagic\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001jupyter\u4e0a\u3067Spark\u30af\u30e9\u30b9\u30bf\u306e\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002 \u5c0e\u5165\u65b9\u6cd5\u306f\u53c2\u8003\u30ea\u30f3 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46412-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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