{"id":835,"date":"2021-02-24T16:36:18","date_gmt":"2021-02-24T07:36:18","guid":{"rendered":"https:\/\/cloud-radar.jp\/blog\/?p=835"},"modified":"2021-03-08T12:27:06","modified_gmt":"2021-03-08T03:27:06","slug":"etl_tool","status":"publish","type":"post","link":"https:\/\/cloud-radar.jp\/blog\/etl_tool\/","title":{"rendered":"ETL\u30c4\u30fc\u30eb\u30fb\u30b7\u30b9\u30c6\u30e0\u30fb\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u89a7\u3001\u6bd4\u8f03\u3001\u307e\u3068\u3081"},"content":{"rendered":"<h2>ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h2>\n<p>ETL\u30c4\u30fc\u30eb\u3068\u306f\u3001\u82f1\u8a9e\u3067\u62bd\u51fa(Extract\uff09\u30fb\u5909\u63db(Transform)\u30fb\u66f8\u304d\u51fa\u3057(Loard)\u306e\u982d\u6587\u5b57\u3092\u3068\u3063\u305fETL\u306e\u51e6\u7406\u3092\u3059\u308b\u30c4\u30fc\u30eb\u306e\u4e8b\u3092\u6307\u3057\u307e\u3059\u3002<br \/>\n\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u3068\u3057\u3066\u3001\u72ec\u7acb\u3057\u305f\u69d8\u3005\u306a\u30d5\u30a1\u30a4\u30eb\u30fb\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u6271\u3044\u3084\u3059\u3044\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u7d71\u5408\u3059\u308b\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304c\u3042\u308b\u304c\u3001\u6240\u5728\u30fb\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u7570\u306a\u308b\u305f\u3081\u3001BI\u306a\u3069\u5206\u6790\u306b\u6d3b\u7528\u3067\u304d\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u5834\u5408\u306a\u3069\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u6d3b\u7528\u306b\u3088\u3063\u3066\u3001\u3001\u30c7\u30fc\u30bf\u306e\u4e00\u5143\u5316\u30fb\u30ce\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u306e\u4f7f\u7528\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7cbe\u5ea6\u5411\u4e0a\u306a\u3069\u304c\u8981\u56e0\u3068\u306a\u308a\u3001\u696d\u52d9\u306e\u52b9\u7387\u5316\u304c\u898b\u8fbc\u3081\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u88fd\u54c1\u30fb\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u3063\u3066\u6a5f\u80fd\u3084\u7279\u5fb4\u304c\u7570\u306a\u308b\u306e\u3067\u3001\u5c0e\u5165\u306e\u969b\u306b\u306f\u81ea\u793e\u306b\u9069\u3057\u305f\u88fd\u54c1\u306e\u5c0e\u5165\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u306f\u3001\u3053\u306eETL\u30c4\u30fc\u30eb\u306e\u8cc7\u6599\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u8cc7\u6599\u3054\u3068\u306b\u8cc7\u6599\u304c\u3042\u308b\u306e\u3067\u3001\u8208\u5473\u306e\u3042\u308b\u8cc7\u6599\u304c\u3042\u308c\u3070\u3001\u305c\u3072\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u306d\u3002<\/p>\n<h2>\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u7ba1\u7406\u300cBAYZi(\u30d9\u30a4\u30ba\u30a2\u30a4)\u300d<\/h2>\n<p><a href=\"\/detail494.html\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter\" src=\"\/images\/agency_item_cap\/494.jpg\" \/><\/a><\/p>\n<p>BAYZi(\u30d9\u30a4\u30ba\u30a2\u30a4)\u306f\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u3057\u305f\u3044\u4eba\u304c\u30c7\u30fc\u30bf\u6d3b\u7528\u3067\u304d\u308b\u70ba\u306b\u4f5c\u3089\u308c\u305f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<br \/>\n\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u306f\u3001\u5229\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u5074\u306b\u9ad8\u3044\u30ea\u30c6\u30e9\u30b7\u30fc\u304c\u6c42\u3081\u3089\u308c\u3001\u4fbf\u5229\u3067\u7d30\u304b\u306a\u5206\u6790\u304c\u3067\u304d\u308b\u4e00\u65b9\u3067\u9650\u3089\u308c\u305f\u65b9\u3057\u304b\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u554f\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u30d9\u30a4\u30ba\u30a2\u30a4\u3067\u306f\u30c7\u30fc\u30bf\u6d3b\u7528\u306f\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u3057\u305f\u3044\u65b9\u304c\u3059\u3079\u304d\u3068\u3044\u3046\u8003\u3048\u304b\u3089\u751f\u307e\u308c\u305f\u3001\u65b0\u3057\u3044\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<p>\u25a0\u30d9\u30a4\u30ba\u30a2\u30a4\u304c\u751f\u307e\u308c\u305f\u7406\u7531<\/p>\n<p>\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u8ab2\u984c\u3068\u3057\u3066\u30b7\u30b9\u30c6\u30e0\u74b0\u5883\u306e\u6e96\u5099\u3084\u30c7\u30fc\u30bf\u306e\u6574\u5099\u3068\u8a00\u308f\u308c\u308b\u4e8b\u304c\u591a\u3044\u3067\u3059\u3002\u3057\u304b\u3057\u306a\u304c\u3089\u3001\u305d\u306e\u8ab2\u984c\u3092\u514b\u670d\u3057\u3066\u3082\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u591a\u304f\u306e\u4f01\u696d\u3067\u306f\u30c7\u30fc\u30bf\u6e96\u5099\uff08DB\u3084DWH\u306e\u69cb\u7bc9\uff09\u3068\u30c7\u30fc\u30bf\u5206\u6790\uff08\u7d71\u8a08\u89e3\u6790\uff09\u3001\u30c7\u30fc\u30bf\u306b\u3088\u308b\u610f\u601d\u6c7a\u5b9a\uff08\u7d4c\u55b6\u5224\u65ad\uff09\u306f\u305d\u308c\u305e\u308c\u5225\u306e\u90e8\u7f72\u3084\u62c5\u5f53\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3067\u3059\u3002<br \/>\n\u305d\u306e\u3088\u3046\u306a\u5834\u5408\u3001\u6700\u7d42\u7684\u306b\u30c7\u30fc\u30bf\u6d3b\u7528\u3057\u4f55\u3089\u304b\u306e\u5224\u65ad\u3092\u3057\u305f\u3044\u65b9\u306e\u610f\u601d\u3068\u306f\u7570\u306a\u308b\u30c7\u30fc\u30bf\u304c\u6e96\u5099\u3055\u308c\u3001\u30c7\u30fc\u30bf\u304b\u3089\u306f\u5224\u65ad\u304c\u3067\u304d\u305a\u3001\u96c6\u8a08\u3084\u5206\u6790\u3092\u3084\u308a\u76f4\u3059\u5fc5\u8981\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u518d\u5ea6\u96c6\u8a08\u3084\u5206\u6790\u3092\u884c\u3063\u305f\u3068\u3057\u3066\u3082\u3001\u7d50\u679c\u7684\u306b\u610f\u601d\u6c7a\u5b9a\u307e\u3067\u306b\u6642\u9593\u304c\u639b\u304b\u3063\u3066\u3057\u307e\u3044\u3001\u307e\u305f\u306f\u3001\u5206\u6790\u7d50\u679c\u304c\u51fa\u305f\u6642\u306b\u306f\u65e2\u306b\u5fc5\u8981\u306e\u306a\u3044\u30c7\u30fc\u30bf\u3068\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u70ba\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\n\u30d9\u30a4\u30ba\u30a2\u30a4\u306f\u305d\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u70ba\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u3057\u305f\u3044\u4eba\u304c\u30c7\u30fc\u30bf\u6d3b\u7528\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u25a0\u3069\u3093\u306a\u3053\u3068\u304c\u3067\u304d\u308b\u306e\uff1f<\/p>\n<p>\u30d9\u30a4\u30ba\u30a2\u30a4\u306fDB\u306e\u69cb\u7bc9\u304b\u3089\u3001\u30c7\u30fc\u30bf\u306e\u6210\u578b\u3001\u7d50\u5408\u3057DWH\u5316\u3001\u305d\u3057\u3066\u96c6\u8a08\u3057\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u307e\u3067\u30ef\u30f3\u30b9\u30c8\u30c3\u30d7\u3067\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<br \/>\n\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30fc\u30bf\u3092\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u3067\u30d9\u30a4\u30ba\u30a2\u30a4\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3060\u3051\u306e\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<br \/>\n\u30d9\u30a4\u30ba\u30a2\u30a4\u4e00\u756a\u306e\u7279\u5fb4\u306f\u5206\u6790\u7528\u306e\u5143\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308bDWH\u3002\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u7d50\u5408\u30fb\u6210\u578b\u3059\u308bETL\u203b1\u6a5f\u80fd\u306b\u3001\u76f4\u611f\u7684\u3067\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u5b9f\u73fe\u3059\u308bGUI\u203b2\u3092\u642d\u8f09\u3057\u3001SQL\u306e\u77e5\u8b58\u304c\u7121\u3044\u65b9\u3067\u3082\u7c21\u5358\u306bDWH\u306e\u69cb\u7bc9\u3084\u5206\u6790\u7528\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u304c\u3067\u304d\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3088\u308bDB\u306e\u7528\u610f\u3084\u8a2d\u8a08\u3092\u884c\u308f\u306a\u3051\u308c\u3070\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u51fa\u6765\u306a\u304b\u3063\u305f\u30c4\u30fc\u30eb\u3092\u3001\u30d9\u30a4\u30ba\u30a2\u30a4\u306b\u30ed\u30b0\u30a4\u30f3\u3059\u308b\u3060\u3051\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u5c02\u9580\u7684\u306a\u77e5\u8b58\u306f\u4e0d\u8981\u3067\u3001Excel\u3067\u95a2\u6570\u3092\u7d44\u3080\u3088\u308a\u3082\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u203b1\u3000ETL\uff1aExtract\/Transform\/Load<br \/>\n\u5916\u90e8\u306e\u60c5\u5831\u6e90\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5909\u63db\u30fb\u52a0\u5de5\u3057\u305f\u4e0a\u3067\u3001\u6700\u7d42\u7684\u306b\u6b32\u3057\u3044\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3078\u5909\u63db\u30fb\u52a0\u5de5\u3059\u308b\u4ed5\u7d44\u307f\u3002<\/p>\n<p>\u203b2\u3000GUI\uff1aGraphical User Interface<br \/>\n\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3068\u30dd\u30a4\u30f3\u30c6\u30a3\u30f3\u30b0\u30c7\u30d0\u30a4\u30b9\u3092\u7528\u3044\u3066\u3001\u8996\u8a8d\u6027\u3001\u64cd\u4f5c\u6027\u306b\u512a\u308c\u3001\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u3092\u63d0\u4f9b\u3059\u308b\u30e6\u30fc\u30b6\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u3002<\/p>\n<blockquote><p>\n<a href=\"\/detail494.html\" target=\"_blank\" rel=\"noopener\">https:\/\/cloud-radar.jp\/detail494.html<\/a>\n<\/p><\/blockquote>\n<h2>\u30af\u30e9\u30a6\u30c9\u578b BI \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u300cGoodData\u300d<\/h2>\n<p><a href=\"\/detail272.html\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter\" src=\"\/images\/agency_item_cap\/272.jpg\" \/><\/a><\/p>\n<p>\u3072\u3068\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u5168\u3066\u306e\u30c7\u30fc\u30bf\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u304b\u3089\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u5316\u307e\u3067\u3092\u4e00\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5b9f\u73fe\u3002<\/p>\n<p>1.\u5168\u3066\u30af\u30e9\u30a6\u30c9\u3067\u63d0\u4f9b\u3044\u305f\u3057\u307e\u3059<\/p>\n<p>\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3001ETL\u3001DWH\u3001Datamart 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