{"id":20865,"date":"2018-04-11T10:30:05","date_gmt":"2018-04-11T01:30:05","guid":{"rendered":"https:\/\/www.creationline.com\/?p=20865"},"modified":"2018-04-11T10:49:07","modified_gmt":"2018-04-11T01:49:07","slug":"azure-databricks-%e3%81%ae%e7%b4%b9%e4%bb%8b-microsoft-azure-databricks-spark","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/azure\/20865","title":{"rendered":"Azure Databricks \u306e\u7d39\u4ecb #Microsoft #Azure #DataBricks #spark"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/azure.png\" alt=\"\" width=\"700\" height=\"500\" class=\"alignnone size-full wp-image-20823\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/azure.png 700w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/azure-360x257.png 360w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/p>\n<p>\u3053\u3093\u306b\u3061\u306f\u3002\u3053\u3061\u3089\u3067\u306f\u3054\u7121\u6c99\u6c70\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u6728\u5185\u3067\u3059\u3002<\/p>\n<p>\u4eca\u65e5\u306f\u307e\u3060\u65e5\u672c\u3067\u3082\u3042\u307e\u308a\u77e5\u3089\u308c\u3066\u3044\u306a\u3044 <a href=\"https:\/\/azure.microsoft.com\/ja-jp\/services\/databricks\/\" rel=\"noopener\" target=\"_blank\">Azure Databricks<\/a> \u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u3054\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h2>Azure Databricks \u3068\u306f\uff1f<\/h2>\n<p><a href=\"https:\/\/azure.microsoft.com\/ja-jp\/services\/databricks\/\" rel=\"noopener\" target=\"_blank\">Microsoft\u793e\u306e\u516c\u5f0f\u30da\u30fc\u30b8<\/a>\u306b\u306f\u300c\u8fc5\u901f\u3001\u7c21\u5358\u3067\u5354\u8abf\u7684\u306a Apache Spark \u30d9\u30fc\u30b9\u306e\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300d\u3068\u3044\u3046\u8aac\u660e\u304c\u3042\u308a\u307e\u3059\u3002\u300c\u306f\u3066\u3002Spark\u3092\u4f7f\u3044\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u65e2\u306b <a href=\"https:\/\/azure.microsoft.com\/ja-jp\/services\/hdinsight\/\" rel=\"noopener\" target=\"_blank\">HDInsight <\/a>\u304c\u3042\u308b\u306e\u3067\u306f\u30fb\u30fb\u30fb\u300d\u3068\u601d\u308f\u308c\u308b\u65b9\u3082\u3044\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/japan.zdnet.com\/article\/35110499\/\" rel=\"noopener\" target=\"_blank\">\u5b9f\u969b\u30cb\u30e5\u30fc\u30b9\u3067\u3082\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u308b<\/a>\u306e\u3067\u3059\u304c\u3001\u30a4\u30de\u30a4\u30c1 HDInsight \u3068\u306e\u9055\u3044\u304c\u30d4\u30f3\u3068\u3053\u306a\u3044\u65b9\u3082\u3044\u305f\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>Spark \u306f\u3082\u3068\u3082\u3068SQL\u3084\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u306a\u3069\u3092\u30d3\u30eb\u30c8\u30a4\u30f3\u3067\u6301\u3063\u3066\u304a\u308a\u3001\u4e00\u7a2e\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30b9\u30a4\u30fc\u30c8\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5f93\u3063\u3066 Spark \u306b\u624b\u6163\u308c\u305f\u4eba\u3067\u3042\u308c\u3070 Hadoop \u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u6301\u3063\u3066\u3044\u308b\u3088\u3046\u306a <a href=\"https:\/\/hive.apache.org\/\" rel=\"noopener\" target=\"_blank\">Hive <\/a>\u3084\u3001<a href=\"https:\/\/mahout.apache.org\/\" rel=\"noopener\" target=\"_blank\">Mahout <\/a>\u3068\u3044\u3063\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30ef\u30fc\u30af\u306e\u76f8\u5f53\u90e8\u5206\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u6700\u8fd1\u3067\u306fETL\u5143\u306e\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306bAzure Storage Blob\u306e\u3088\u3046\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b\u4f8b\u3082\u591a\u304f\u3001Hadoop\u304c\u81ea\u524d\u3067\u7528\u610f\u3057\u3066\u3044\u308bHDFS\u306e\u3088\u3046\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u4e0d\u8981\u306b\u306a\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u74b0\u5883\u3067\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u7c21\u5358\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u3001Hadoop \u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u63d0\u4f9b\u3059\u308b\u5404\u7a2e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u5374\u3063\u3066\u3044\u308d\u3044\u308d\u542b\u307e\u308c\u3059\u304e\u3066\u3044\u3066\u3001\u6271\u3044\u3065\u3089\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<h2>\u305d\u3082\u305d\u3082<\/h2>\n<p>\u305d\u3082\u305d\u3082 Azure Databricks \u306f\u305d\u306e\u524d\u8eab\u3068\u306a\u308b\u30b5\u30fc\u30d3\u30b9\u304c\u3042\u308a\u3001Databricks\u793e(Spark\u306e\u958b\u767a\u5143\u306e\u3072\u3068\u3064)\u304c\u63d0\u4f9b\u3057\u3066\u3044\u305f <a href=\"https:\/\/databricks.com\/try-databricks\" rel=\"noopener\" target=\"_blank\">\"Databricks\" \u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9<\/a>(\u308f\u304b\u308a\u306b\u304f\u3044\uff01)\u304c\u305d\u308c\u306b\u306a\u308a\u307e\u3059\u3002\u5fc5\u8981\u306b\u5fdc\u3058\u3067AWS\u4e0a\u3067Spark\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u6210\u3057\u3066\u4f5c\u696d\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Azure Databricks \u306f\u305d\u306e Azure \u7248\u3068\u8a00\u3063\u3066\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u91cd\u8981\u306a\u70b9\u3067\u3059\u304c\u3001Azure Databricks\u306f\u307e\u3060\u65e5\u672c\u3067\u306f\u63d0\u4f9b\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044(2018\u5e744\u6708\u73fe\u5728)\u3002\u4eca\u56de\u306e\u8a18\u4e8b\u306f\u6771\u5357\u30a2\u30b8\u30a2\u30ea\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>Azure Databrick \u304c\u5411\u3044\u3066\u3044\u308b\u4eba<\/h2>\n<p>\u3064\u307e\u308a\u3001Azure Databricks \u304c\u9069\u3059\u308b\u306e\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4eba\u7269\u50cf\u306b\u306a\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306f Storage Blob \u306b\u5165\u308c\u3066\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u306b Azure Database for MySQL \u306a\u3069\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b<\/li>\n<li>\u65e5\u3054\u308d\u304b\u3089Apache Spark\u3092\u4f7f\u7528\u3057\u3066\u696d\u52d9\u3092\u3057\u3066\u3044\u308b<\/li>\n<li>Hadoop\u306e\u7ba1\u7406\u304c\u3057\u3093\u3069\u3044<\/li>\n<li>\u8907\u6570\u306e\u30e1\u30f3\u30d0\u30fc\u3067\u4f5c\u696d\u3057\u3066\u3044\u3066 Notebook \u306e\u5171\u6709\u306a\u3069\u3092\u3057\u305f\u3044<\/li>\n<\/ul>\n<h2>\u3067\u306f\u3001\u3084\u3063\u3066\u307f\u307e\u3057\u3087\u3046<\/h2>\n<p>Azure\u30dd\u30fc\u30bf\u30eb\u304b\u3089 \"\u3059\u3079\u3066\u306e\u30b5\u30fc\u30d3\u30b9\" - \"Azure Databricks\" \u3092\u9078\u629e\u3057\u307e\u3059<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb01.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb01-360x131.jpg\" alt=\"\" width=\"360\" height=\"131\" class=\"alignnone size-medium wp-image-20867\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb01-360x131.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb01-768x280.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb01-1024x374.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb01.jpg 1589w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p>\u9078\u629e\u76f4\u5f8c\u306f\u4f55\u3082\u4f5c\u6210\u3055\u308c\u3066\u3044\u306a\u3044\u306e\u3067\u3001 \"Azure Databricks\u306e\u4f5c\u6210\" \u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb02.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb02-360x185.jpg\" alt=\"\" width=\"360\" height=\"185\" class=\"alignnone size-medium wp-image-20869\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb02-360x185.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb02-768x395.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb02-1024x527.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb02.jpg 1778w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p>\u307e\u305a\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306e\u4f5c\u6210\u3092\u884c\u3044\u307e\u3059\u3002\u4eca\u56de\u306f Standard \u30ec\u30d9\u30eb\u306e\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002Premium \u30ec\u30d9\u30eb\u306e\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306b\u306a\u308b\u3068\u3001ODBC\/JDBC\u7d4c\u7531\u3067Tableau\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3068\u63a5\u7d9a\u3057\u3066SQL\u30af\u30a8\u30ea\u3092\u53d7\u3051\u4ed8\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb03.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb03-225x360.jpg\" alt=\"\" width=\"225\" height=\"360\" class=\"alignnone size-medium wp-image-20870\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb03-225x360.jpg 225w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb03.jpg 423w\" sizes=\"auto, (max-width: 225px) 100vw, 225px\" \/><\/a><\/p>\n<p>\u304a\u304a\u3088\u305d3\u5206\u307b\u3069\u3067\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u306f\u8ab2\u91d1\u306f\u767a\u751f\u3057\u307e\u305b\u3093\u3002\u5b9f\u969b\u306bSpark\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u6210\u3059\u308b\u3068\u8ab2\u91d1\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb04.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb04-360x102.jpg\" alt=\"\" width=\"360\" height=\"102\" class=\"alignnone size-medium wp-image-20871\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb04-360x102.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb04-768x219.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb04-1024x291.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb04.jpg 1778w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p>\u3067\u306f\u5b9f\u969b\u306b\u4f5c\u6210\u3055\u308c\u305f\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3092\u958b\u304d\u307e\u3059\u3002\u4f5c\u6210\u3057\u305f\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u540d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304b\u3089\u3001 \"Launch Workspace\" \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u4f5c\u6210\u3055\u308c\u305f\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306b\u81ea\u52d5\u7684\u306b\u30ea\u30c0\u30a4\u30ec\u30af\u30b7\u30e7\u30f3\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb05.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb05-360x215.jpg\" alt=\"\" width=\"360\" height=\"215\" class=\"alignnone size-medium wp-image-20872\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb05-360x215.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb05-768x460.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb05-1024x613.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb05.jpg 1778w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb06.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb06-360x224.jpg\" alt=\"\" width=\"360\" height=\"224\" class=\"alignnone size-medium wp-image-20873\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb06-360x224.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb06-768x477.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb06-1024x636.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb06.jpg 1775w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p>\u5de6\u5074\u306e\u30e1\u30cb\u30e5\u30fc\u30d0\u30fc\u304b\u3089\u5404\u7a2e\u6a5f\u80fd\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3044\u304f\u3064\u304b\u306e\u6a5f\u80fd\u306f\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u6210\u3057\u306a\u3044\u3068\u6709\u52b9\u306b\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<h2>\u30af\u30e9\u30b9\u30bf\u306e\u4f5c\u6210<\/h2>\n<p>\u3067\u306f\u5b9f\u969b\u306b Spark \u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u5de6\u5074\u30e1\u30cb\u30e5\u30fc\u306e \"Clusters\" \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb07.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb07-360x199.jpg\" alt=\"\" width=\"360\" height=\"199\" class=\"alignnone size-medium wp-image-20874\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb07-360x199.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb07-768x424.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb07-1024x566.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb07.jpg 1777w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p>\"\uff0bCreate Cluster\" \u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3068\u3001\u5404\u7a2e\u8a2d\u5b9a\u306e\u5165\u529b\u753b\u9762\u306b\u9077\u79fb\u3057\u307e\u3059\u3002\u4eca\u56de\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5024\u3092\u30bb\u30c3\u30c8\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9805\u76ee\u540d<\/th>\n<th>\u5024<\/th>\n<th>\u5099\u8003<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Cluster Type<\/td>\n<td>Standard<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Cluster Name<\/td>\n<td>mkscluster<\/td>\n<td>\u3053\u3053\u306f\u4efb\u610f\u306e\u540d\u524d\u306b\u306a\u308a\u307e\u3059<\/td>\n<\/tr>\n<tr>\n<td>Databricks Runtime Version<\/td>\n<td>3.5 LTS(includes Apache Spark 2.2.1, Scala 2.11)<\/td>\n<td>2018\u5e744\u6708\u73fe\u5728\u3067\u306f\u6700\u65b0\u306e4.0, Spark 2.3.0 \u3082\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u4eca\u56de\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u306e 3.5 LTS, Spark 2.2.1 \u306b\u3057\u3066\u307f\u307e\u3057\u305f)<\/td>\n<\/tr>\n<tr>\n<td>Python Version<\/td>\n<td>3<\/td>\n<td>\u30c7\u30d5\u30a9\u30eb\u30c8\u306f2\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e16\u754c\u3067\u306fPython3\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u306e\u30673\u306b\u3057\u307e\u3057\u305f<\/td>\n<\/tr>\n<tr>\n<td>Driver Type<\/td>\n<td>Same as Worker<\/td>\n<td>Spark Driver(\u8a73\u7d30\u306f\u3053\u3053\u3067\u306f\u5272\u611b\u3057\u307e\u3059\u304c\u3001\u30b8\u30e7\u30d6\u3092\u6295\u5165\u3059\u308b\u5143\u30db\u30b9\u30c8\u3068\u601d\u3063\u3066\u304f\u3060\u3055\u3044)\u306b\u5272\u308a\u5f53\u3066\u308b\u30b3\u30a2\u6570\u3001\u30e1\u30e2\u30ea\u91cf\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Spark\u306b\u8a73\u3057\u304f\u306a\u3044\u65b9\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u3092\u9078\u629e\u3057\u3066\u304a\u3051\u3070\u7121\u96e3\u3067\u3057\u3087\u3046<\/td>\n<\/tr>\n<tr>\n<td>Worker Type<\/td>\n<td>Standard_DS3_v2<\/td>\n<td>\u3053\u3053\u306f\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u5909\u66f4\u3057\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u306fDS3v2\u304c\u6709\u3059\u308b14GB\u306e\u30e1\u30e2\u30ea\u3067\u307b\u3068\u3093\u3069\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u52b9\u7387\u7684\u306b\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059<\/td>\n<\/tr>\n<tr>\n<td>Min Workers, Max Workers, Enable Autoscaling<\/td>\n<td>Min=2, Max=8, Enable Autoscaling=checked<\/td>\n<td>\u51e6\u7406\u3092\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u308b\u5834\u5408\u306e\u6700\u5c0fVM\u6570\u3001\u6700\u5927VM\u6570\u3001\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30eb\u306e\u6709\u52b9\/\u7121\u52b9\u3092\u5207\u308a\u66ff\u3048\u307e\u3059\u3002\u3082\u3057\u30b3\u30b9\u30c8\u304c\u6c17\u306b\u306a\u308b\u3088\u3046\u3067\u3042\u308c\u3070\u6700\u5927VM\u6570\u3092\u7d5e\u308a\u307e\u3059<\/td>\n<\/tr>\n<tr>\n<td>Auto Termination<\/td>\n<td>checked(Auto Termination<\/td>\n<td>\u30af\u30e9\u30b9\u30bf\u306e\u81ea\u52d5\u7834\u68c4)\u306e\u6709\u52b9\/\u7121\u52b9\u3092\u5207\u308a\u66ff\u3048\u307e\u3059<\/td>\n<\/tr>\n<tr>\n<td>Terminate after<\/td>\n<td>120 seconds of inactivity<\/td>\n<td>Auto Termination\u306e\u95be\u5024\u306b\u3001\u30a2\u30a4\u30c9\u30eb\u79d2\u6570\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30b8\u30e7\u30d6\u306e\u6027\u683c\u306b\u3088\u3063\u3066\u306f\u6642\u9593\u3092\u9577\u304f\u3057\u3066\u3082\u3044\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u5f8c\u8ff0\u3057\u307e\u3059\u304c\u30af\u30e9\u30b9\u30bf\u306f\u8fc5\u901f\u306b\u8d77\u52d5\u3059\u308b\u305f\u3081\u3001\u30af\u30e9\u30b9\u30bf\u3092\u5e38\u306b\u30e9\u30a4\u30d6\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u306f\u3042\u307e\u308a\u3042\u308a\u307e\u305b\u3093<\/td>\n<\/tr>\n<tr>\n<td>Spark Config<\/td>\n<td>\u7a7a\u6b04<\/td>\n<td>\u30b8\u30e7\u30d6\u5b9f\u884c\u6642\u306e\u8a2d\u5b9a\u3092\u8ffd\u52a0\u3059\u308b\u5834\u5408\u306f\u3053\u3053\u306b\u8a18\u8ff0\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>Tags<\/td>\n<td>\u521d\u671f\u5024<\/td>\n<td>Azure\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u5272\u308a\u5f53\u3066\u308b\u30bf\u30b0\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/td>\n<\/tr>\n<tr>\n<td>Logging<\/td>\n<td>\u521d\u671f\u5024<\/td>\n<td>\u30af\u30e9\u30b9\u30bf\u306e\u30a4\u30d9\u30f3\u30c8\u30ed\u30b0\u3092\u4fdd\u7ba1\u3059\u308b\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5168\u3066\u30bb\u30c3\u30c8\u3057\u305f\u3089 \"Create Cluster\" \u30dc\u30bf\u30f3\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb08.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb08-360x222.jpg\" alt=\"\" width=\"360\" height=\"222\" class=\"alignnone size-medium wp-image-20875\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb08-360x222.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb08-768x474.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb08-1024x632.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb08.jpg 1777w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p>5\u5206\u7a0b\u5ea6\u3067\u30af\u30e9\u30b9\u30bf\u306e\u4f5c\u6210\u304c\u5b8c\u4e86\u3057\u307e\u3059<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb09.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb09-360x202.jpg\" alt=\"\" width=\"360\" height=\"202\" class=\"alignnone size-medium wp-image-20876\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb09-360x202.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb09-768x431.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb09-1024x574.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb09.jpg 1778w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<h2>1\u3064Notebook\u3092\u4f5c\u6210\u3057\u3066\u307f\u308b<\/h2>\n<p>\u30af\u30e9\u30b9\u30bf\u304c\u4f5c\u6210\u3067\u304d\u308b\u3068 Jupyter Notebook \u3092\u4f7f\u7528\u3057\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u30021\u3064\u4f5c\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u5de6\u5074\u306e\u30e1\u30cb\u30e5\u30fc\u30d0\u30fc\u306e \"Azure Databricks\" \u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30c8\u30c3\u30d7\u753b\u9762\u306b\u623b\u308a\u3001\u5de6\u4e0b\u306e \"New\" - \"Notebook\" \u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb10.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb10-360x142.jpg\" alt=\"\" width=\"360\" height=\"142\" class=\"alignnone size-medium wp-image-20877\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb10-360x142.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb10-768x304.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb10-1024x405.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb10.jpg 1662w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb11.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb11-360x120.jpg\" alt=\"\" width=\"360\" height=\"120\" class=\"alignnone size-medium wp-image-20878\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb11-360x120.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb11-768x256.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb11-1024x341.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb11.jpg 1774w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p>\u3067\u304d\u307e\u3057\u305f\u3002\u7c21\u5358\u306a\u3082\u306e\u3067\u3059\u304c\u5c11\u3057\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb12.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb12-360x234.jpg\" alt=\"\" width=\"360\" height=\"234\" class=\"alignnone size-medium wp-image-20879\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb12-360x234.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb12-768x499.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb12-1024x665.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2018\/04\/adb12.jpg 1776w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/p>\n<p>\u65e5\u5e38\u7684\u306b\u4f7f\u3044\u305d\u3046\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u65e2\u306b\u3042\u308b\u3088\u3046\u3067\u3059\u306d\u3002<\/p>\n<h2>\u4fa1\u683c\u306b\u3064\u3044\u3066<\/h2>\n<p>\u4eca\u56de\u306f\u3053\u3053\u307e\u3067\u3067\u3059\u304c\u3001\u6700\u5f8c\u306b\u4fa1\u683c\u306b\u3064\u3044\u3066\u89e6\u308c\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<a href=\"https:\/\/azure.microsoft.com\/ja-jp\/pricing\/details\/databricks\/\" rel=\"noopener\" target=\"_blank\">Azure Databricks\u306e\u4fa1\u683c\u4f53\u7cfb<\/a>\u306f\u30af\u30e9\u30b9\u30bf\u306eVM\u305d\u306e\u3082\u306e\u306b\u304b\u304b\u308b\u8cbb\u7528\u3068\u3001\"DBU(Databricks Units)\"\u306e\u8cbb\u7528\u4e21\u65b9\u306b\u304b\u304b\u308a\u307e\u3059\u3002\u8a73\u7d30\u306f<a href=\"https:\/\/azure.microsoft.com\/ja-jp\/pricing\/details\/databricks\/\" rel=\"noopener\" target=\"_blank\">\u4fa1\u683c\u306b\u95a2\u3059\u308b\u30da\u30fc\u30b8<\/a>\u3092\u53c2\u7167\u304f\u3060\u3055\u3044\u3002\u6982\u306dVM\u305d\u306e\u3082\u306e\u306e1.5\u500d\u307b\u3069\u306e\u6599\u91d1\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4fa1\u683c\u3092\u898b\u6bd4\u3079\u308b\u9650\u308a\u3001HDInsight\u3088\u308a\u3082\u5c11\u3057\u9ad8\u3081\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<p>\u4e0a\u8a18\u3067\u8a18\u8ff0\u3057\u305f\u901a\u308a\u3001Azure Databricks\u30af\u30e9\u30b9\u30bf\u306f Auto Termination \u306e\u6a5f\u80fd\u3092\u6301\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u4f7f\u7528\u3055\u308c\u306a\u304f\u306a\u308b\u3068\u81ea\u52d5\u7684\u306b Terminate \u3055\u308c\u307e\u3059\u3002Azure\u7684\u306a\u7528\u8a9e\u3067\u3044\u3046\u3068\u3001VM\u306f\u505c\u6b62\u3067\u306f\u306a\u304f\u3001\u524a\u9664\u3055\u308c\u307e\u3059\u3002\u4f7f\u7528\u3057\u3066\u3044\u305f\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30ab\u30a6\u30f3\u30c8\u306a\u3069\u306f\u6b8b\u308a\u307e\u3059\u3002\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306b\u7a4d\u6975\u7684\u306b\u4f7f\u3063\u3066\u3044\u3063\u305f\u65b9\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u7528\u9014\u3068\u3057\u3066\u306f\u3001ETL\u306e\u3088\u3046\u306a\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u4f7f\u7528\u3059\u308b\u3088\u3046\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u304c\u5411\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u601d\u308f\u308c\u307e\u3059\u3002\u9006\u306b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30c1\u30fc\u30e0\u304c\u5171\u7528\u3059\u308b\u3088\u3046\u306a\u3001\u52d5\u304b\u3057\u3063\u3071\u306a\u3057\u306e\u7528\u9014\u306b\u306f\u5411\u304b\u306a\u3055\u305d\u3046\u3067\u3059\u3002\u305d\u306e\u5834\u5408\u306b\u306f <a href=\"https:\/\/azure.microsoft.com\/ja-jp\/services\/virtual-machines\/data-science-virtual-machines\/\" rel=\"noopener\" target=\"_blank\">Data Science VM<\/a> \u3092\u4f7f\u7528\u3057\u305f\u65b9\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2>\u3055\u3044\u3054\u306b<\/h2>\n<p>\u7c21\u5358\u306b Azure Databricks \u306e\u5185\u5bb9\u3092\u898b\u3066\u307f\u307e\u3057\u305f\u3002\u6700\u5f8c\u306b<a href=\"https:\/\/e19.io\/\" rel=\"noopener\" target=\"_blank\">\u5f0a\u793e\u306e\u72ec\u81ea\u30b5\u30fc\u30d3\u30b9\u3001\u5343\u4eac<\/a>\u3082 Azure Databricks \u3068\u304b\u306a\u308a\u4f3c\u305f\u5185\u5bb9\u3067\u3059\u306e\u3067\u3001\u3054\u8208\u5473\u304c\u3042\u308c\u3070\u305c\u3072\u898b\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Azure Databricks\u306b\u3064\u3044\u3066\u3082\u3063\u3068\u77e5\u308a\u305f\u3044\u65b9\u306f\u305c\u3072\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u304a\u9858\u3044\u3057\u307e\u3059\u3002\u4eca\u5f8c\u306e\u8a18\u4e8b\u306e\u4f5c\u6210\u306e\u53c2\u8003\u306b\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3002\u3053\u3061\u3089\u3067\u306f\u3054\u7121\u6c99\u6c70\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u6728\u5185\u3067\u3059\u3002 \u4eca\u65e5\u306f\u307e\u3060\u65e5\u672c\u3067\u3082\u3042\u307e\u308a\u77e5\u3089\u308c\u3066\u3044\u306a\u3044 Azure Databricks \u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u3054\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002 Azure Databricks \u3068\u306f\uff1f Micr [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":20823,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[58,83,51,16],"tags":[127,84,65,50],"class_list":["post-20865","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-azure","category-dataanalytics","category-spark","category-author","tag-azure-databricks","tag-dataanalytics","tag-microsoft-azure","tag-spark"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Azure Databricks \u306e\u7d39\u4ecb #Microsoft #Azure #DataBricks #spark - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"Azure, DataAnalytics, Spark, \u8457\u8005\uff08Author\uff09 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