{"id":14592,"date":"2025-01-07T16:52:22","date_gmt":"2025-01-07T07:52:22","guid":{"rendered":"https:\/\/www.data-be.at\/magazine\/?p=14592"},"modified":"2025-01-07T16:52:10","modified_gmt":"2025-01-07T07:52:10","slug":"oss-etl","status":"publish","type":"post","link":"https:\/\/www.data-be.at\/magazine\/oss-etl\/","title":{"rendered":"OSS\u306eETL\u30c4\u30fc\u30eb\u304a\u3059\u3059\u30816\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac"},"content":{"rendered":"<p>\u4f01\u696d\u306b\u304a\u3044\u3066\u696d\u52d9\u306e\u52b9\u7387\u5316\u3084\u6210\u679c\u306e\u6700\u5927\u5316\u3092\u76ee\u6307\u3059\u969b\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u7528\u3044\u3089\u308c\u307e\u3059\u3002\u305d\u306e\u4e2d\u3067\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u306e\u304c\u300cETL\u30c4\u30fc\u30eb\u300d\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u306f\u3001\u305d\u306e\u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u6982\u8981\u304b\u3089\u5229\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u304a\u3059\u3059\u3081\u30c4\u30fc\u30eb\u306a\u3069\u3092\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2>\u307e\u305a\u306f\u62bc\u3048\u3066\u304a\u304d\u305f\u3044\u300cOSS\u306eETL\u30c4\u30fc\u30eb\u300d\u306e\u57fa\u790e\u77e5\u8b58<\/h2>\n<p>\u306f\u3058\u3081\u306bOSS\u306eETL\u30c4\u30fc\u30eb\u306e\u57fa\u790e\u77e5\u8b58\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002OSS\u306eETL\u30c4\u30fc\u30eb\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3001\u3069\u3093\u306a\u6a5f\u80fd\u304c\u3042\u308b\u306e\u304b\u306a\u3069\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14607\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/f1be3c39d4d11b44d46ddf675dc8a0ad-1024x476.png\" alt=\"ETL\u30c4\u30fc\u30eb\u3068\u306f\" width=\"1024\" height=\"476\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/waha-transformer.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Waha! Transformer<\/a><\/span><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u3068\u306f\u3001\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3001\u52a0\u5de5\u3057\u3066\u4ed6\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30c4\u30fc\u30eb\u3078\u9023\u643a\u3059\u308b\u30c4\u30fc\u30eb\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u300cExtract\u300d\u300cTransform\u300d\u300cLoad\u300d\u3068\u3044\u30463\u3064\u306e\u6a5f\u80fd\u306e\u982d\u6587\u5b57\u3092\u3068\u3063\u3066\u300cETL\u30c4\u30fc\u30eb\u300d\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u8a73\u3057\u3044\u6a5f\u80fd\u306b\u3064\u3044\u3066\u306f\u3053\u306e\u3042\u3068\u89e3\u8aac\u3057\u307e\u3059\u304c\u3001ETL\u30c4\u30fc\u30eb\u306f\u5358\u306b\u30c7\u30fc\u30bf\u3092\u9023\u643a\u3059\u308b\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u3092\u7d71\u4e00\u3059\u308b\u306a\u3069\u3057\u305f\u4e0a\u3067\u9023\u643a\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-pushpin\">\u3000ETL\u3068EAI\u306e\u9055\u3044<\/h4>\n<p>ETL\u3068\u4f3c\u305f\u300cEAI\u300d\u3068\u306e\u9055\u3044\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>ETL\u306f\u3001\u524d\u8ff0\u3057\u305f\u901a\u308a<span class=\"marker-thickYellow\"><strong>\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u304b\u3089\u5f62\u5f0f\u3092\u7d71\u4e00\u3059\u308b\u306a\u3069\u306e\u52a0\u5de5\u3092\u884c\u3044\u3001\u9023\u643a\u5148\u3078\u30c7\u30fc\u30bf\u3092\u683c\u7d0d<\/strong><\/span>\u3057\u307e\u3059\u3002\u975e\u5e38\u306b\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u62ec\u3067\u51e6\u7406\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>EAI\u306f\u3001<span class=\"marker-thickYellow\"><strong>\u4f01\u696d\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u3055\u307e\u3056\u307e\u306a\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u540c\u58eb\u3092\u9023\u643a\u3055\u305b\u308b<\/strong><\/span>\u6a5f\u80fd\u3092\u6301\u3061\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u304c\u8d77\u304d\u306a\u3044\u3088\u3046\u306b\u8abf\u6574\u3057\u306a\u304c\u3089\u3001\u9ad8\u901f\u3067\u30c7\u30fc\u30bf\u9023\u643a\u3092\u884c\u3044\u307e\u3059\u3002ETL\u3088\u308a\u3082\u901f\u304f\u30c7\u30fc\u30bf\u9023\u643a\u3067\u304d\u308b\u7279\u5fb4\u3092\u6301\u3061\u307e\u3059\u304c\u3001ETL\u307b\u3069\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u5ea6\u306b\u51e6\u7406\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u3000ETL\u3068\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u9055\u3044<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>\u30d3<\/strong><strong>\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u8981\u7d20\u3092\u542b\u3080\u30c7\u30fc\u30bf\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>\u4f8b\u3048\u3070\u30b9\u30fc\u30d1\u30fc\u3067\u306f\u3001\u8ca9\u58f2\u30c7\u30fc\u30bf\u306e\u307f\u3092\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5546\u54c1\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u306a\u3069\u8907\u6570\u306e\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u3082\u306e\u3092\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u8a00\u3044\u307e\u3059\u3002<\/p>\n<p>ETL\u306f\u3053\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u969b\u306b\u5229\u7528\u3057\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u306f\u3001\u305d\u308c\u305e\u308c\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u305f\u308a\u3001\u7570\u306a\u308b\u5f62\u5f0f\u3067\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3053\u308c\u3089\u3092ETL\u306b\u3088\u3063\u3066\u52a0\u5de5\u3057\u3001\u4e00\u7b87\u6240\u306b\u96c6\u7d04\u3059\u308b\u3053\u3068\u3067\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a\u6a5f\u80fd<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u300cExtract\u300d\u300cTransform\u300d\u300cLoad\u300d\u3068\u3044\u30463\u3064\u306e\u6a5f\u80fd\u306e\u982d\u6587\u5b57\u3092\u53d6\u3063\u305f\u3082\u306e\u3060\u3068\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u3067\u306f\u3001\u5177\u4f53\u7684\u306b\u305d\u308c\u305e\u308c\u304c\u3069\u306e\u3088\u3046\u306a\u6a5f\u80fd\u306a\u306e\u304b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-19845\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Arrow-Timeline-Process-Diagram-Infographic-Brainstorm-1024x453.png\" alt=\"ETL\" width=\"1024\" height=\"453\" \/><\/p>\n<h4 class=\"icon-magic-wand\">\u3000Extract<\/h4>\n<p>Extract\u306f\u65e5\u672c\u8a9e\u306b\u8a33\u3059\u3068\u300c\u5f15\u304d\u629c\u304f\u300d\u300c\u62bd\u51fa\u300d\u3068\u3044\u3063\u305f\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u304b\u3089\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u6a5f\u80fd\u3092\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000Transform<\/h4>\n<p>Transform\u306f\u65e5\u672c\u8a9e\u306b\u8a33\u3059\u3068\u300c\u5909\u3048\u308b\u300d\u300c\u5909\u63db\u300d\u3068\u3044\u3063\u305f\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u305f\u3042\u3068\u3001\u9023\u643a\u5148\u306eDWH\u306b\u5408\u308f\u305b\u3066\u8868\u793a\u5f62\u5f0f\u306a\u3069\u3092\u52a0\u5de5\u30fb\u7d71\u4e00\u3059\u308b\u4f5c\u696d\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000Load<\/h4>\n<p>Load\u306f\u65e5\u672c\u8a9e\u306b\u8a33\u3059\u3068\u300c\u88c5\u586b\u300d\u300c\u66f8\u304d\u51fa\u3057\u300d\u3068\u3044\u3063\u305f\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3057\u7d42\u308f\u3063\u305f\u3089\u3001\u6700\u5f8c\u306b\u9023\u643a\u5148\u306eDWH\u306a\u3069\u3078\u66f8\u304d\u51fa\u3059\u4f5c\u696d\u3092\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff08OSS\uff09ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h3>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff08OSS\uff09ETL\u30c4\u30fc\u30eb\u3068\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u4e2d\u3067\u3082\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u7121\u511f\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3092\u6307\u3057\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u591a\u304f\u304c\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u3001\u4f7f\u3044\u3084\u3059\u3044\u3088\u3046\u306b\u6539\u5909\u3067\u304d\u308b\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-pushpin\">\u3000\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u306e\u9055\u3044<\/h4>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u5229\u7528\u8005\u304c\u81ea\u7531\u306b\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u63db\u3048\u3066\u4f7f\u3046\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u4e00\u65b9\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u30b3\u30fc\u30c9\u306e\u6539\u5909\u306a\u3069\u3082\u8a8d\u3081\u3089\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u63d0\u4f9b\u3055\u308c\u308b\u3082\u306e\u3092\u305d\u306e\u307e\u307e\u5229\u7528\u3059\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u304a\u308a\u3001ETL\u30c4\u30fc\u30eb\u306e\u5834\u5408\u306f\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u8cbb\u7528\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u76f8\u5834<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u30c4\u30fc\u30eb\u304c\u7121\u6599<\/strong><\/span>\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u306eETL\u30c4\u30fc\u30eb\u306f\u5b89\u3044\u3082\u306e\u3067\u6708\u984d\u6570\u4e07\u5186\u3001\u9ad8\u3044\u3068\u6708\u984d\u6570\u5341\u4e07\u5186\u3068\u8cbb\u7528\u304c\u304b\u304b\u308b\u305f\u3081\u3001<span class=\"marker-thickYellow\"><strong>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u3089\u305a\u5229\u7528\u3067\u304d\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u7121\u6599\u306eOSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9<\/h3>\n<p>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308bOSS\u306eETL\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001\u5229\u7528\u3059\u308b\u969b\u306f\u3044\u304f\u3064\u304b\u6ce8\u610f\u3059\u3079\u304d\u70b9\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"\u7121\u6599OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u6ce8\u610f\u70b9\">\n<ol>\n<li>\u4f7f\u3044\u65b9\u304c\u308f\u304b\u308a\u306b\u304f\u3044<\/li>\n<li>\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u306a\u3044<\/li>\n<li>\u6a5f\u80fd\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u30001.\u4f7f\u3044\u65b9\u304c\u308f\u304b\u308a\u306b\u304f\u3044<\/h4>\n<p>\u7121\u6599\u306eOSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u4f7f\u3044\u65b9\u304c\u308f\u304b\u308a\u306b\u304f\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u901a\u5e38\u3067\u3042\u308c\u3070\u3001\u30c4\u30fc\u30eb\u306e\u4f7f\u7528\u65b9\u6cd5\u306a\u3069\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001<span class=\"marker-thickYellow\"><strong>\u7121\u6599\u306eOSS\u306eETL\u30c4\u30fc\u30eb\u306e\u5834\u5408\u306f\u3001\u4f7f\u3044\u65b9\u306b\u95a2\u3059\u308b\u66f8\u985e\u306a\u3069\u4e00\u5207\u6dfb\u4ed8\u3055\u308c\u3066\u3044\u306a\u3044\u30b1\u30fc\u30b9\u304c\u591a\u3044<\/strong><\/span>\u306e\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<span class=\"marker-thickYellow\"><strong>\u4f7f\u3044\u65b9\u306b\u95a2\u3059\u308b\u8aac\u660e\u3084\u30c4\u30fc\u30eb\u305d\u306e\u3082\u306e\u304c\u3059\u3079\u3066\u82f1\u8a9e\u8868\u8a18<\/strong><\/span>\u306e\u30b1\u30fc\u30b9\u3082\u591a\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u3053\u3068\u304b\u3089\u3001\u3042\u308b\u7a0b\u5ea6ETL\u30c4\u30fc\u30eb\u3084\u82f1\u8a9e\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u65b9\u3067\u306a\u3044\u3068\u3001\u4f7f\u3044\u3053\u306a\u305b\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u30002.\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u306a\u3044<\/h4>\n<p>\u7121\u6599\u306eOSS\u306eETL\u30c4\u30fc\u30eb\u306e\u5834\u5408\u3001\u30c4\u30fc\u30eb\u63d0\u4f9b\u5143\u304b\u3089\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u3002\u6709\u6599\u30c4\u30fc\u30eb\u3067\u3042\u308c\u3070\u3001\u308f\u304b\u3089\u306a\u3044\u3053\u3068\u3084\u30c8\u30e9\u30d6\u30eb\u767a\u751f\u6642\u306a\u3069\u3001\u30b5\u30dd\u30fc\u30c8\u3068\u3084\u308a\u53d6\u308a\u3092\u3057\u306a\u304c\u3089\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057<span class=\"marker-thickYellow\"><strong>\u7121\u6599\u306eOSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u8cbb\u7528\u304c\u767a\u751f\u3057\u306a\u3044\u305f\u3081\u57fa\u672c\u7684\u306b\u30b5\u30dd\u30fc\u30c8\u696d\u52d9\u306f\u884c\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/strong><\/span>\u4f55\u304b\u3042\u3063\u3066\u3082\u81ea\u5206\u3067\u8abf\u3079\u308b\u306a\u308a\u3057\u3066\u89e3\u6c7a\u3059\u308b\u3057\u304b\u306a\u3044\u3053\u3068\u306f\u3001\u7406\u89e3\u3057\u305f\u4e0a\u3067\u5229\u7528\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u30003.\u6a5f\u80fd\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u306f\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u6709\u6599\u30c4\u30fc\u30eb\u306b\u6bd4\u3079\u3066\u6a5f\u80fd\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u306e\u3067\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/strong><\/span>\u4f8b\u3048\u3070\u7121\u6599\u306eOSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u958b\u767a\u80051\u540d\u306e\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30fc\u30f3\u74b0\u5883\u3067\u5229\u7528\u3059\u308b\u30c4\u30fc\u30eb\u304c\u591a\u6570\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u4ed6\u306b\u3082\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u5236\u9650\u3055\u308c\u308b\u6a5f\u80fd\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u306e\u3067\u3001\u5fc5\u305a\u4e8b\u524d\u306b\u30c1\u30a7\u30c3\u30af\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>OSS\u306eETL\u30c4\u30fc\u30eb\u304c\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u30b7\u30fc\u30f3<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u3042\u307e\u308a\u30b3\u30b9\u30c8\u3092\u304b\u3051\u3089\u308c\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u81ea\u793e\u306e\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u30c4\u30fc\u30eb\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u3044\u3068\u3044\u3063\u305f\u30b7\u30fc\u30f3\u3067\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u591a\u304f\u304c\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u5c0e\u5165\u30b3\u30b9\u30c8\u3082\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3082\u304b\u3051\u305a\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306a\u306e\u3067\u81ea\u793e\u306e\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u3001\u4f7f\u3044\u3084\u3059\u3044\u3088\u3046\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u70b9\u304c\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-14835 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-51-1-1024x576.png\" alt=\"OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u3092\u53c2\u8003\u306b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3001\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u3069\u3061\u3089\u306eETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3079\u304d\u304b\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u30b3\u30b9\u30c8\u306e\u8ca0\u62c5\u304c\u306a\u3044<\/li>\n<li>\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b<\/li>\n<li>\u7121\u6599\u3067\u3082ETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5341\u5206\u6a5f\u80fd\u3059\u308b<\/li>\n<\/ol>\n<\/div>\n<h3>\u30e1\u30ea\u30c3\u30c81\uff1a\u30b3\u30b9\u30c8\u306e\u8ca0\u62c5\u304c\u306a\u3044<\/h3>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30b9\u30c8\u306e\u8ca0\u62c5\u304c\u5c11\u306a\u3044\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308bOSS\u306e\u30c4\u30fc\u30eb\u306f\u3001\u57fa\u672c\u7684\u306b\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u306e\u5834\u5408\u3001\u6708\u984d\u3067\u5b89\u304f\u3066\u3082\u6570\u4e07\u5186\u3001\u9ad8\u3044\u3068\u6570\u5341\u4e07\u5186\u3068\u3044\u3046\u8cbb\u7528\u304c\u767a\u751f\u3057\u307e\u3059\u306e\u3067\u3001\u4f01\u696d\u306b\u3088\u3063\u3066\u306f\u5927\u304d\u306a\u8ca0\u62c5\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3067\u3059\u304b\u3089\u3001\u306a\u308b\u3079\u304f\u30b3\u30b9\u30c8\u306e\u8ca0\u62c5\u306a\u304fETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u3068\u306a\u308c\u3070\u3001OSS\u30c4\u30fc\u30eb\u3068\u3044\u3046\u9078\u629e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3001<\/p>\n<h3>\u30e1\u30ea\u30c3\u30c82\uff1a\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b<\/h3>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3082\u516c\u958b\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u6539\u5909\u3059\u308b\u3053\u3068\u3082\u8a8d\u3081\u3089\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e00\u65b9OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u81ea\u7531\u306b\u6539\u5909\u3057\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u8a8d\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3088\u3063\u3066\u3001<span class=\"marker-thickYellow\"><strong>\u81ea\u793e\u3067\u5229\u7528\u3057\u3066\u3044\u308bDWH\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u3068\u81ea\u7531\u306b\u7d44\u307f\u5408\u308f\u305b\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u30e1\u30ea\u30c3\u30c83\uff1a\u7121\u6599\u3067\u3082ETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5341\u5206\u6a5f\u80fd\u3059\u308b<\/h3>\n<p>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3068\u3044\u3046\u3068\u3001\u30c8\u30e9\u30a4\u30a2\u30eb\u3068\u3057\u3066\u306e\u5229\u7528\u3092\u601d\u3044\u6d6e\u304b\u3079\u308b\u65b9\u3082\u5c11\u306a\u304f\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3057\u304b\u3057OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u30c8\u30e9\u30a4\u30a2\u30eb\u3067\u306f\u306a\u304f\u666e\u901a\u306bETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3044\u304f\u3064\u304b\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u5236\u9650\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u4e00\u822c\u7684\u306aETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5341\u5206\u6a5f\u80fd\u3057\u307e\u3059\u306e\u3067\u3001\u5229\u7528\u74b0\u5883\u6b21\u7b2c\u3067\u306f\u30e1\u30a4\u30f3\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u9078\u629e\u80a2\u306b\u3082\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b3\u3064\u306e\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-14837 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-52-1-1024x576.png\" alt=\"OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b3\u3064\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306b\u306f\u3001\u30e1\u30ea\u30c3\u30c8\u3060\u3051\u3067\u306f\u306a\u304f\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u3082\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u5229\u7528\u3092\u691c\u8a0e\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u4e00\u5b9a\u306e\u77e5\u8b58\u304c\u306a\u3044\u3068\u4f7f\u3044\u3053\u306a\u305b\u306a\u3044<\/li>\n<li>\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u30c4\u30fc\u30eb\u304c\u591a\u3044<\/li>\n<li>\u6709\u6599\u30c4\u30fc\u30eb\u3068\u6bd4\u8f03\u3059\u308b\u3068\u52a3\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308b<\/li>\n<\/ol>\n<\/div>\n<h3>\u30c7\u30e1\u30ea\u30c3\u30c81\uff1a\u4e00\u5b9a\u306e\u77e5\u8b58\u304c\u306a\u3044\u3068\u4f7f\u3044\u3053\u306a\u305b\u306a\u3044<\/h3>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001ETL\u30c4\u30fc\u30eb\u3084\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u95a2\u3059\u308b\u4e00\u5b9a\u306e\u77e5\u8b58\u304c\u306a\u3044\u3068\u3001\u4f7f\u3044\u3053\u306a\u3059\u306e\u306f\u56f0\u96e3\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3068\u3044\u3046\u306e\u3082\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u306b\u306f\u4f7f\u3044\u65b9\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069\u304c\u6dfb\u4ed8\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<span class=\"marker-thickYellow\"><strong>\u63d0\u4f9b\u4f1a\u793e\u306b\u3088\u308b\u4e01\u5be7\u306a\u30b5\u30dd\u30fc\u30c8\u5bfe\u5fdc\u3082\u671f\u5f85\u3067\u304d\u307e\u305b\u3093\u3002\u3053\u308c\u3089\u306f\u7121\u6599\u3067\u3042\u308b\u305f\u3081\u3084\u3080\u3092\u5f97\u306a\u3044\u3053\u3068\u3067\u3059\u304c\u3001\u521d\u5fc3\u8005\u306e\u65b9\u304c\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u306f\u304b\u306a\u308a\u96e3\u3057\u3044\u3067\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box es-BpaperRight es-grid bgc-VPsky\">\n<h4 id=\"outline_1__2_1_1\" class=\"icon-point-right\">\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u5bfe\u5fdc\u7b56<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u306e\u3067\u3042\u308c\u3070\u3001ETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u3044\u62c5\u5f53\u8005\u3084\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u306e\u3042\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ea\u30bd\u30fc\u30b9\u3082\u78ba\u4fdd\u3057\u307e\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<p>\u3082\u3057\u793e\u5185\u306b\u305d\u3046\u3044\u3063\u305f\u8a72\u5f53\u8005\u304c\u4e0d\u5728\u3067\u3042\u308c\u3070\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306f\u53b3\u3057\u3044\u3053\u3068\u304c\u60f3\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>\u30c7\u30e1\u30ea\u30c3\u30c82\uff1a\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u30c4\u30fc\u30eb\u304c\u591a\u3044<\/h3>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001<span class=\"marker-thickYellow\"><strong>\u82f1\u8a9e\u7248\u306e\u30c4\u30fc\u30eb\u304c\u30e1\u30a4\u30f3\u3068\u306a\u308a\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u30b1\u30fc\u30b9\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><\/span>\u305d\u306e\u305f\u3081\u3001\u82f1\u8a9e\u304c\u3067\u304d\u306a\u3044\u65b9\u306b\u306f\u5229\u7528\u304c\u96e3\u3057\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box es-BpaperRight es-grid bgc-VPsky\">\n<h4 id=\"outline_1__2_1_1\" class=\"icon-point-right\">\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u5bfe\u5fdc\u7b56<\/h4>\n<p>\u82f1\u8a9e\u304c\u3067\u304d\u306a\u3044\u65b9\u306f\u3001<span class=\"marker-thickYellow\"><strong>\u793e\u5185\u3067\u82f1\u8a9e\u304c\u5f97\u610f\u306a\u4eba\u6750\u306e\u529b\u3092\u501f\u308a\u308b\u3001\u3042\u308b\u3044\u306f\u65e5\u672c\u8a9e\u5bfe\u5fdc\u306eOSS\u306eETL\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b<\/strong><\/span>\u3053\u3068\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>\u30c7\u30e1\u30ea\u30c3\u30c83\uff1a\u6709\u6599\u30c4\u30fc\u30eb\u3068\u6bd4\u8f03\u3059\u308b\u3068\u52a3\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308b<\/h3>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u7121\u6599\u3067\u3042\u3063\u3066\u3082\u591a\u304f\u306e\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001<span class=\"marker-thickYellow\"><strong>\u4e2d\u306b\u306f\u3084\u306f\u308a\u6709\u6599\u30c4\u30fc\u30eb\u306b\u52a3\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span>\u6709\u6599\u30c4\u30fc\u30eb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5229\u7528\u6599\u91d1\u306b\u3088\u3063\u3066\u958b\u767a\u3084\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u7121\u6599\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u7a4d\u6975\u7684\u306b\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306f\u884c\u308f\u308c\u307e\u305b\u3093\u3002<\/p>\n<div class=\"ep-box es-BpaperRight es-grid bgc-VPsky\">\n<h4 id=\"outline_1__2_1_1\" class=\"icon-point-right\">\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u5bfe\u5fdc\u7b56<\/h4>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u524d\u306b\u3001\u5229\u7528\u3057\u305f\u3044\u6a5f\u80fd\u304c\u63c3\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002\u307e\u305fOSS\u306eETL\u30c4\u30fc\u30eb\u306f\u81ea\u793e\u3067\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306b\u624b\u3092\u52a0\u3048\u3066\u4f7f\u3044\u3084\u3059\u304f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3053\u308c\u3089\u306e\u72b6\u6cc1\u3092\u8e0f\u307e\u3048\u3066\u5341\u5206\u5229\u7528\u3067\u304d\u308b\u3068\u5224\u65ad\u3067\u304d\u308c\u3070OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u3001\u305d\u308c\u3067\u3082\u7121\u7406\u3067\u3042\u308c\u3070\u6709\u6599\u30c4\u30fc\u30eb\u306e\u5229\u7528\u3092\u691c\u8a0e\u3057\u307e\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<h2>OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u306f\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-14838 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-53-1-1024x576.png\" alt=\"OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u306f\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01\" width=\"1024\" height=\"576\" \/><\/p>\n<p>\u3053\u3053\u307e\u3067\u306b\u89e3\u8aac\u3057\u305fOSS\u306eETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u3084\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u8e0f\u307e\u3048\u3066\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u304c\u304a\u3059\u3059\u3081\u3067\u304d\u308b\u65b9\u306f\u3069\u3093\u306a\u65b9\u306a\u306e\u304b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>1.\u3067\u304d\u308b\u3060\u3051\u8cbb\u7528\u3092\u6291\u3048\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u305f\u3044<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u3051\u3069\u3001\u3042\u307e\u308a\u30b3\u30b9\u30c8\u3092\u304b\u3051\u3089\u308c\u306a\u3044\u3001\u3067\u304d\u308b\u3060\u3051\u8cbb\u7528\u3092\u6291\u3048\u3066\u5229\u7528\u3057\u305f\u3068\u3044\u3063\u305f\u65b9\u306bOSS\u306eETL\u30c4\u30fc\u30eb\u306f\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>ETL\u30c4\u30fc\u30eb\u306f\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u3088\u304f\u6d3b\u7528\u3059\u308b\u306e\u306b\u3068\u3066\u3082\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u8cbb\u7528\u304c\u8ca0\u62c5\u3068\u306a\u3063\u3066\u3057\u307e\u3046\u306e\u3082\u907f\u3051\u305f\u3044\u3068\u3053\u308d\u3067\u3057\u3087\u3046\u3002\u305d\u3046\u3057\u305f\u72b6\u6cc1\u3067\u3042\u308c\u3070\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bOSS\u306eETL\u30c4\u30fc\u30eb\u304c\u6700\u9069\u3067\u3059\u3002<\/p>\n<h3>2.\u81ea\u793e\u306e\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u4f7f\u3044\u305f\u3044<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u81ea\u793e\u306e\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u3044\u3068\u3044\u3063\u305f\u65b9\u306b\u3082\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u304c\u304a\u3059\u3059\u3081\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u3066\u6539\u5909\u3082\u8a31\u53ef\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u5fc5\u8981\u306a\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u305f\u308a\u3001\u30c4\u30fc\u30eb\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u3067\u3082\u3001\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>3.ETL\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u77e5\u8b58\u30fb\u6280\u8853\u304c\u3042\u308b<\/h3>\n<p>\u793e\u5185\u306bETL\u306b\u8a73\u3057\u3044\u4eba\u6750\u3001ETL\u30c4\u30fc\u30eb\u3092\u6271\u3048\u305a\u6280\u8853\u8005\u304c\u3044\u308b\u5834\u5408\u306f\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u304c\u304a\u3059\u3059\u3081\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u3053\u306e\u3088\u3046\u306a\u4eba\u6750\u304c\u3044\u308c\u3070\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u3067\u3042\u308b\u300c\u4f7f\u3044\u65b9\u304c\u96e3\u3057\u3044\u300d\u300c\u30b5\u30dd\u30fc\u30c8\u304c\u306a\u3044\u300d\u3068\u3044\u3063\u305f\u70b9\u3092\u6255\u62ed\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u3082\u3061\u308d\u3093\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u30b3\u30b9\u30c8\u304c\u304b\u304b\u3089\u306a\u3044\u3068\u3044\u3063\u305f\u30e1\u30ea\u30c3\u30c8\u306e\u6069\u6075\u3082\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u81ea\u793e\u306b\u5408\u3063\u305fOSS\u306eETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30763\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-14839 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-54-1024x576.png\" alt=\"\u81ea\u793e\u306b\u5408\u3063\u305fOSS\u306eETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30763\u3064\u306e\u30dd\u30a4\u30f3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306b\u3082\u591a\u304f\u306e\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u4e2d\u304b\u3089\u81ea\u793e\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u81ea\u793e\u306e\u30ec\u30d9\u30eb\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<li>\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<li>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u80fd\u529b\u306e\u3042\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<\/ol>\n<\/div>\n<h3>POINT1\uff1a\u81ea\u793e\u306e\u30ec\u30d9\u30eb\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306f\u3001\u81ea\u793e\u306e\u30ec\u30d9\u30eb\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3057\u307e\u3057\u3087\u3046\u3002<span class=\"marker-thickYellow\"><strong>OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u4e2d\u306b\u306f\u3001\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3059\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u30c4\u30fc\u30eb\u306f\u521d\u5fc3\u8005\u306e\u65b9\u306b\u306f\u304b\u306a\u308a\u30cf\u30fc\u30c9\u30eb\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u30c4\u30fc\u30eb\u306e\u5834\u5408\u306f\u3001\u82f1\u8a9e\u529b\u3082\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3055\u307e\u3056\u307e\u306a\u9762\u3067\u81ea\u793e\u306e\u30ec\u30d9\u30eb\u306b\u9069\u3057\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>POINT2\uff1a\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>\u4f7f\u3044\u3084\u3059\u3055\u3001\u64cd\u4f5c\u6027\u3082OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306e\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u6ce8\u610f\u3059\u3079\u304d\u306a\u306e\u306f\u3001\u5b9f\u969b\u306bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u62c5\u5f53\u8005\u304c\u611f\u3058\u308b\u300c\u4f7f\u3044\u3084\u3059\u3055\u300d\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u62c5\u5f53\u8005\u304c\u5c02\u9580\u7684\u77e5\u8b58\u3092\u6301\u305f\u306a\u3044\u5834\u5408\u3001\u3067\u304d\u308b\u3060\u3051\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u671b\u307e\u3057\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>POINT3\uff1a\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u80fd\u529b\u306e\u3042\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u51e6\u7406\u80fd\u529b\u3082\u5fc5\u305a\u5c0e\u5165\u524d\u306b\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306f\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092DWH\u306a\u3069\u3078\u9023\u643a\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u969b\u306e\u51e6\u7406\u80fd\u529b\u306f\u30c4\u30fc\u30eb\u306b\u3088\u308a\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u5229\u7528\u3059\u308b\u74b0\u5883\u3084\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u6b21\u7b2c\u3067\u306f\u3001\u80fd\u529b\u4e0d\u8db3\u306b\u611f\u3058\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u5feb\u9069\u306b\u3067\u304d\u308b\u51e6\u7406\u80fd\u529b\u304c\u3042\u308b\u30c4\u30fc\u30eb\u304b\u3069\u3046\u304b\u3092\u898b\u6975\u3081\u3066\u5c0e\u5165\u3057\u307e\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>OSS\u306eETL\u30c4\u30fc\u30eb\u304a\u3059\u3059\u30816\u9078<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u306e\u4e2d\u304b\u3089\u304a\u3059\u3059\u3081\u30926\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002OSS\u306eETL\u30c4\u30fc\u30eb\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u3001\u305c\u3072\u53c2\u8003\u306b\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>OSS\u306eETL\u30c4\u30fc\u30eb\u6bd4\u8f03\u307e\u3068\u3081\u8868<\/h3>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 33.3333%; background-color: #b0c4de;\">\u30c4\u30fc\u30eb\u540d<\/td>\n<td style=\"width: 33.3333%; background-color: #b0c4de;\">\u7279\u5fb4<\/td>\n<td style=\"width: 33.3333%; background-color: #b0c4de;\">\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">Talend Open Studio<\/td>\n<td style=\"width: 33.3333%;\">\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u7c21\u5358\u64cd\u4f5c\u3001\u8c4a\u5bcc\u306a\u30b3\u30cd\u30af\u30bf<\/td>\n<td style=\"width: 33.3333%;\">\u30d7\u30ed\u30b0\u30e9\u30e0\u77e5\u8b58\u306e\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306e\u5229\u7528\u3092\u60f3\u5b9a\u3055\u308c\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">Stitch<\/td>\n<td style=\"width: 33.3333%;\">100\u7a2e\u985e\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u53ef\u80fd<\/td>\n<td style=\"width: 33.3333%;\">\u30af\u30e9\u30a6\u30c9\u578b\u3067\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f37\u56fa\u306aETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">Spring Batch<\/td>\n<td style=\"width: 33.3333%;\">\u9ad8\u901f\u51e6\u7406\u304c\u53ef\u80fd\u306a\u30d0\u30c3\u30c1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/td>\n<td style=\"width: 33.3333%;\">\u30b8\u30e7\u30d6\u306e\u5b9f\u88c5\u3084\u9023\u643a\u3092\u81ea\u3089\u7ba1\u7406\u3057\u3066\u884c\u3044\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">Pentaho Data Integration<\/td>\n<td style=\"width: 33.3333%;\">\u300c\u5909\u63db\u6a5f\u80fd\u300d\u3084\u300c\u30b8\u30e7\u30d6\u6a5f\u80fd\u300d\u3001\u300c\u8ca0\u8377\u5206\u6563\u6a5f\u80fd\u300d\u306a\u3069\u591a\u5f69\u306a\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 33.3333%;\">BI\u30c4\u30fc\u30eb\u3068\u3057\u3066\u300cPentaho\u300d\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">Jaspersoft ETL<\/td>\n<td style=\"width: 33.3333%;\">\u67d4\u8edf\u306b\u6d3b\u7528\u3067\u304d\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9ad8\u3044\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 33.3333%;\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9BI\u30c4\u30fc\u30eb\u300cJaspersoft\u300d\u3068\u4f75\u305b\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">Apache NiFi<\/td>\n<td style=\"width: 33.3333%;\">\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u5b9a\u7fa9\u3092\u884c\u3048\u308b\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 33.3333%;\">\u53cc\u65b9\u5411\u6027\u306e\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u30c4\u30fc\u30eb\u306f\u3001\u305d\u308c\u305e\u308c\u7279\u5fb4\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u5fc5\u8981\u306a\u77e5\u8b58\u3084\u74b0\u5883\u306b\u3082\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u3053\u306e\u3042\u3068\u89e3\u8aac\u3059\u308b\u8a73\u7d30\u3092\u53c2\u8003\u306b\u3001\u81ea\u793e\u306b\u9069\u3057\u305f\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>1.Talend Open Studio<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14593\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Talend-Open-Studio-1024x540.png\" alt=\"Talend Open Studio\" width=\"1024\" height=\"540\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.talend.com\/jp\/products\/talend-open-studio\/\" target=\"_blank\" rel=\"noopener noreferrer\">Talend Open Studio<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Talend Open Studio\u306f\u3001\u30b3\u30fc\u30c9\u8a18\u8ff0\u306a\u3057\u3067\u5229\u7528\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059<\/strong><\/span>\u3002\u30d3\u30b8\u30e5\u30a2\u30eb\u958b\u767a\u30c4\u30fc\u30eb\u306f\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306b\u3088\u3063\u3066\u7c21\u5358\u306b\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002\u8c4a\u5bcc\u306a\u30b3\u30cd\u30af\u30bf\u3082\u7279\u5fb4\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Talend Open Studio\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Talend Open Studio\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u77e5\u8b58\u306e\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306e\u5229\u7528\u3092\u60f3\u5b9a\u3055\u308c\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0\u304c\u4e0d\u8981\u3067\u3042\u308a\u3001\u30b3\u30cd\u30af\u30bf\u3082\u8c4a\u5bcc\u306a\u306e\u3067\u305d\u306e\u307e\u307e\u306e\u74b0\u5883\u3067\u3082\u5e45\u5e83\u304f\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.talend.com\/jp\/products\/talend-open-studio\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.talend.com\/jp\/products\/talend-open-studio\/<\/a><\/p>\n<h3>2.Stitch<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14594\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Stitch-1024x493.png\" alt=\"Stitch\" width=\"1024\" height=\"493\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.stitchdata.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Stitch<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Stitch\u306f\u3001100\u7a2e\u985e\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>Zendesk\u3001Salesforce\u3068\u3044\u3063\u305f\u6709\u540d\u306a\u30c4\u30fc\u30eb\u304b\u3089\u30b3\u30fc\u30c9\u8a18\u8ff0\u306a\u3057\u3067\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001DWH\u3078\u9023\u643a\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u81ea\u52d5\u30a8\u30e9\u30fc\u51e6\u7406\u6a5f\u80fd\u3084\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u6a5f\u80fd\u3001\u81ea\u52d5\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u306a\u3069\u306e\u6a5f\u80fd\u3082\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Stitch\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u304f\u306a\u308b\u3068\u6708\u984d100\u30c9\u30eb\u306e\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d7\u30e9\u30f3\u306e\u5229\u7528\u6599\u91d1\u306b\u3064\u3044\u3066\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Stitch\u306f\u3001\u30af\u30e9\u30a6\u30c9\u578b\u3067\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f37\u56fa\u306aETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Stitch\u306fAWS\u74b0\u5883\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u81ea\u52d5\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u306b\u3088\u308b\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3084\u30d0\u30c3\u30c1\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.stitchdata.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.stitchdata.com\/<\/a><\/p>\n<h3>3.Spring Batch<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14595\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Spring-Batch-1024x523.png\" alt=\"Spring Batch\" width=\"1024\" height=\"523\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/spring.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">Spring Batch<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Spring Batch\u306f\u3001\u9ad8\u901f\u51e6\u7406\u304c\u53ef\u80fd\u306a\u30d0\u30c3\u30c1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002<\/strong><\/span>\u4e26\u5217\u5316\u6a5f\u80fd\u3067\u5927\u91cf\u306e\u30ec\u30b3\u30fc\u30c9\u3092\u51e6\u7406\u3057\u305f\u308a\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u7ba1\u7406\u6a5f\u80fd\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u306e\u4e00\u8cab\u6027\u3092\u4fdd\u8a3c\u3057\u3066\u3044\u307e\u3059\u3002Java\u306b\u3088\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u7d71\u5408\u3001\u30de\u30eb\u30c1\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u5bfe\u5fdc\u304c\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Spring Batch\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Spring Batch\u306f\u3001\u30b8\u30e7\u30d6\u306e\u5b9f\u88c5\u3084\u9023\u643a\u3092\u81ea\u3089\u7ba1\u7406\u3057\u3066\u884c\u3044\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u8d77\u52d5\u304c\u65e9\u304f\u8efd\u91cf\u3067\u3042\u308a\u3001\u62e1\u5f35\u3082\u7c21\u5358\u306a\u4e0a\u3001\u30d0\u30c3\u30c1\u306e\u5b9f\u884c\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u81ea\u7531\u306b\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/spring.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/spring.io\/<\/a><\/p>\n<h3>4.Pentaho Data Integration<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-12642\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/pentaho-1024x771.png\" alt=\"Pentaho Data Integration\" width=\"1024\" height=\"771\" \/><\/p>\n<p style=\"text-align: center;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/platform\/pentaho\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">Pentaho<\/a><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Pentaho Data Integration\u306f\u3001\u300c\u5909\u63db\u6a5f\u80fd\u300d\u3084\u300c\u30b8\u30e7\u30d6\u6a5f\u80fd\u300d\u3001\u300c\u8ca0\u8377\u5206\u6563\u6a5f\u80fd\u300d\u306a\u3069\u591a\u5f69\u306a\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u5404\u7a2e\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u5229\u7528\u3084\u3001\u30ec\u30b3\u30fc\u30c9\u6570\u30fb\u5909\u63db\u306e\u5408\u8a08\u6642\u9593\u304c\u30ed\u30ae\u30f3\u30b0\u6a5f\u80fd\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Pentaho Data Integration\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057Spoon\u4e0a\u3067\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u306f\u3001\u6709\u6599\u7248\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Pentaho Data Integration\u306f\u3001BI\u30c4\u30fc\u30eb\u3068\u3057\u3066\u300cPentaho\u300d\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Pentaho\u306b\u540c\u68b1\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001BI\u30c4\u30fc\u30eb\u3068\u3057\u3066Pentaho\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u305d\u306e\u307e\u307e\u7121\u6599\u3067\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/platform\/pentaho\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/platform\/pentaho\/index.html<\/a><\/p>\n<h3>5.Jaspersoft ETL<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14596\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Jaspersoft-ETL-1024x547.png\" alt=\"Jaspersoft ETL\" width=\"1024\" height=\"547\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1aJaspersoft ETL<\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Jaspersoft ETL\u306f\u3001\u67d4\u8edf\u306b\u6d3b\u7528\u3067\u304d\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u6570\u591a\u304f\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d0\u30fc\u3001\u30c7\u30fc\u30bf\u30b5\u30fc\u30d0\u30fc\u306a\u3069\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Jaspersoft ETL\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Jaspersoft ETL\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9BI\u30c4\u30fc\u30eb\u300cJaspersoft\u300d\u3068\u4f75\u305b\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Jaspersoft\u306f\u4f1a\u8a08\u3084\u4eba\u4e8b\u7b49\u306e\u5e33\u7968\u304b\u3089\u3001\u4f01\u696d\u5168\u4f53\u306e\u7d4c\u55b6\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306aBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>Jaspersoft ETL\u3068\u4f75\u305b\u3066\u5229\u7528\u3059\u308c\u3070\u3001\u305d\u306e\u6a5f\u80fd\u3092\u6700\u5927\u9650\u767a\u63ee\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p>https:\/\/community.jaspersoft.com\/project\/jaspersoft-etl<\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eBI\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/oss-bi\/\" target=\"_self\">OSS\u306eBI\u30c4\u30fc\u30eb\u304a\u3059\u3059\u30817\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">BI\u30c4\u30fc\u30eb\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3059\u308b\u306e\u306fOSS\u306eBI\u30c4\u30fc\u30eb\u3067\u3059\u3002OSS\u306eBI\u30c4\u30fc\u30eb\u306f\u3001\u81ea\u7531\u5ea6\u306e\u9ad8\u3044\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3084\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306b\u5229\u7528\u3067\u304d\u308b\u306a\u3069\u3001\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\r\n\r\n\u4e00\u65b9\u3067\u3001\u5c0e\u5165\u3059\u308b\u306b\u306f\u4e00[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/oss-bi\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"375\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/AdobeStock_274586796-375x375.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"OSS\u306eBI\u30c4\u30fc\u30eb\u304a\u3059\u3059\u30817\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>6.Apache NiFi<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14597\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Apache-NiFi-1024x612.png\" alt=\"Apache NiFi\" width=\"1024\" height=\"612\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/nifi.apache.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Apache NiFi<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Apache NiFi\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u5b9a\u7fa9\u3092\u884c\u3048\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3001\u62e1\u5f35\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u7ba1\u7406\u81ea\u52d5\u5316\u306a\u3069\u304c\u7279\u5fb4\u3067\u3059\u3002\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u3067\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306e\u8a2d\u8a08\u3084\u5236\u5fa1\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u53cc\u65b9\u5411\u306e\u901a\u4fe1\u3092\u884c\u3046\u306a\u3069\u3001\u5f93\u6765\u306e\u30c4\u30fc\u30eb\u3068\u306f\u7570\u306a\u308b\u6027\u8cea\u3082\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Apache NiFi\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Apache NiFi\u306f\u3001\u53cc\u65b9\u5411\u6027\u306e\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>IoT\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306b\u304a\u3051\u308b\u6d3b\u7528\u3084\u3001\u30d5\u30ed\u30fc\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u53cd\u6620\u3068\u3044\u3063\u305f\u6a5f\u80fd\u304c\u3042\u308a\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u5236\u5fa1\u3092\u6c42\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/nifi.apache.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/nifi.apache.org\/<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>\u4f01\u696d\u3067\u672c\u683c\u7684\u306b\u5229\u7528\u3059\u308b\u306a\u3089\u6709\u6599\u306e\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9ETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081<\/h2>\n<p>\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u591a\u304f\u306eOSS\u306eETL\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u5229\u7528\u3059\u308b\u74b0\u5883\u6b21\u7b2c\u3067\u306f\u975e\u5e38\u306b\u6709\u7528\u3067\u3042\u308bOSS\u306eETL\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001\u4f01\u696d\u3067\u672c\u683c\u7684\u306b\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u6709\u6599\u306e\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9ETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h3>\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u306e\u6709\u6599ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8<\/h3>\n<p>\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u306e\u6709\u6599ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"3\u3064\u306e\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308b<\/li>\n<li>OSS\u3088\u308a\u3082\u512a\u308c\u305f\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b<\/li>\n<li>\u4f7f\u3044\u65b9\u3084\u6d3b\u7528\u4e8b\u4f8b\u304c\u3042\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c81.\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308b<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>\u30c4\u30fc\u30eb\u306e\u958b\u767a\u5143\u306b\u3088\u308b\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308b\u70b9\u304c\u3001\u6709\u6599\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u8cbb\u7528\u3092\u652f\u6255\u3063\u3066\u5229\u7528\u3059\u308b\u306e\u3067\u5f53\u7136\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u30b5\u30dd\u30fc\u30c8\u5bfe\u5fdc\u3092\u53d7\u3051\u3089\u308c\u308b\u306e\u306fOSS\u3068\u306e\u5927\u304d\u306a\u9055\u3044\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u305f\u3060\u3057\u3001\u30c4\u30fc\u30eb\u3054\u3068\u306b\u3069\u306e\u3088\u3046\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308b\u304b\u306b\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u30c4\u30fc\u30eb\u5c0e\u5165\u524d\u306b\u306f\u30b5\u30dd\u30fc\u30c8\u306e\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304f\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c82.OSS\u3088\u308a\u3082\u512a\u308c\u305f\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>\u6709\u6599\u30c4\u30fc\u30eb\u306fOSS\u30c4\u30fc\u30eb\u306e\u3088\u3046\u306b\u6a5f\u80fd\u306b\u5236\u9650\u304c\u306a\u304f\u3001\u591a\u304f\u306e\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u6a5f\u80fd\u7684\u306b\u512a\u308c\u3066\u3044\u308b\u3068\u3044\u3063\u305f\u7279\u5fb4\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span>OSS\u30c4\u30fc\u30eb\u306f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u516c\u958b\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u3088\u3063\u3066\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u4f7f\u3044\u52dd\u624b\u3084\u3069\u3053\u307e\u3067\u6a5f\u80fd\u3092\u6d3b\u304b\u3057\u304d\u308c\u308b\u304b\u306f\u30e6\u30fc\u30b6\u30fc\u6b21\u7b2c\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u30af\u30ed\u30fc\u30ba\u30c9\u306e\u6709\u6599\u30c4\u30fc\u30eb\u306f\u3042\u308b\u610f\u5473\u5b8c\u6210\u3055\u308c\u305f\u30c4\u30fc\u30eb\u306a\u306e\u3067\u3001\u306f\u3058\u3081\u304b\u3089\u512a\u308c\u305f\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c83.\u4f7f\u3044\u65b9\u3084\u6d3b\u7528\u4e8b\u4f8b\u304c\u3042\u308b<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>\u6709\u6599ETL\u30c4\u30fc\u30eb\u306f\u3001\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u65b9\u3092\u5c0e\u5165\u6642\u306b\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u3055\u307e\u3056\u307e\u306a\u6d3b\u7528\u4e8b\u4f8b\u3084\u3001\u5b9f\u969b\u306b\u5c0e\u5165\u3057\u305f\u30e6\u30fc\u30b6\u30fc\u304c\u30cd\u30c3\u30c8\u4e0a\u306b\u30a2\u30c3\u30d7\u3057\u3066\u3044\u308b\u60c5\u5831\u306a\u3069\u3082\u95b2\u89a7\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>OSS\u30c4\u30fc\u30eb\u306e\u5834\u5408\u3001\u305d\u3082\u305d\u3082\u5c0e\u5165\u6642\u306b\u4f7f\u3044\u65b9\u306b\u95a2\u3059\u308b\u8cc7\u6599\u304c\u306a\u3044\u30b1\u30fc\u30b9\u3082\u591a\u304f\u3001\u521d\u5fc3\u8005\u304c\u5229\u7528\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u306e\u3067\u3059\u3002\u3057\u304b\u3057\u6709\u6599ETL\u30c4\u30fc\u30eb\u306f\u305d\u3046\u3044\u3063\u305f\u3053\u3068\u3082\u306a\u304f\u3001\u524d\u8ff0\u3057\u305f\u30b5\u30dd\u30fc\u30c8\u3082\u5229\u7528\u3067\u304d\u308b\u306e\u3067\u3001\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u6709\u6599\u306e\u304a\u3059\u3059\u3081ETL\u30c4\u30fc\u30eb3\u9078<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u6709\u6599\u306e\u304a\u3059\u3059\u3081ETL\u30c4\u30fc\u30eb\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002OSS\u306eETL\u30c4\u30fc\u30eb\u3068\u4f75\u305b\u3066\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u6709\u6599\u306e\u304a\u3059\u3059\u3081ETL\u30c4\u30fc\u30eb\u6bd4\u8f03\u307e\u3068\u3081<\/h3>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 33.3333%; background-color: #b0c4de;\">\u30c4\u30fc\u30eb\u540d<\/td>\n<td style=\"width: 33.3333%; background-color: #b0c4de;\">\u7279\u5fb4<\/td>\n<td style=\"width: 33.3333%; background-color: #b0c4de;\">\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">ASTERIA Warp<\/td>\n<td style=\"width: 33.3333%;\">9,500\u793e\u4ee5\u4e0a\u306e\u5c0e\u5165\u5b9f\u7e3e\u3001\u4f01\u696d\u5411\u3051\u30b7\u30b9\u30c6\u30e0\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308b<\/td>\n<td style=\"width: 33.3333%;\">\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066\u30b7\u30f3\u30d7\u30eb\u306bETL\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u305f\u3044\u65b9\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3044\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">Waha! Transformer<\/td>\n<td style=\"width: 33.3333%;\">\u5e45\u5e83\u3044\u696d\u52d9\u306b\u6d3b\u7528\u3067\u304d\u308b<\/td>\n<td style=\"width: 33.3333%;\">\u5168\u793e\u3067\u306e\u5229\u7528\u3084\u3001\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">trocco<\/td>\n<td style=\"width: 33.3333%;\">\u56fd\u5185200\u793e\u4ee5\u4e0a\u306e\u5c0e\u5165\u5b9f\u7e3e\u3092\u6301\u3061\u3001\u4f01\u696d\u306e\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b<\/td>\n<td style=\"width: 33.3333%;\">\u793e\u5185\u3067\u5206\u65ad\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3068\u3001\u7d71\u5408\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u5148\u306b\u7d39\u4ecb\u3057\u305fOSS\u306eETL\u30c4\u30fc\u30eb\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001\u3053\u3061\u3089\u306e\u6709\u6599\u30c4\u30fc\u30eb\u306f\u591a\u304f\u306e\u5c0e\u5165\u5b9f\u7e3e\u304c\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001<span class=\"marker-thickYellow\"><strong>\u3059\u3079\u3066\u306e\u30c4\u30fc\u30eb\u304c\u65e5\u672c\u8a9e\u5bfe\u5fdc\u3068\u306a\u3063\u3066\u3044\u305f\u308a\u3001\u3057\u3063\u304b\u308a\u3068\u3057\u305f\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308b\u3001\u591a\u304f\u306e\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u308b\u3068\u3044\u3063\u305f\u3001\u6709\u6599\u30c4\u30fc\u30eb\u306a\u3089\u3067\u306f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u5927\u304d\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>ASTERIA Warp<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14598\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/ASTERIA-Warp-1024x496.png\" alt=\"ASTERIA Warp\" width=\"1024\" height=\"496\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.asteria.com\/jp\/warp\/\" target=\"_blank\" rel=\"noopener noreferrer\">ASTERIA Warp<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>ASTERIA Warp\u306f\u3001\u4f01\u696d\u5411\u3051\u30b7\u30b9\u30c6\u30e0\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306b\u3088\u3063\u3066\u64cd\u4f5c\u304c\u53ef\u80fd\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>9,500\u793e\u4ee5\u4e0a\u306e\u5c0e\u5165\u5b9f\u7e3e\u304c\u3042\u308a\u3001\u8c4a\u5bcc\u306a\u5c0e\u5165\u4e8b\u4f8b\u3092\u53c2\u8003\u306b\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 50%; background-color: #b0c4de;\">\u88fd\u54c1<\/td>\n<td style=\"width: 50%; background-color: #b0c4de;\">\u4fa1\u683c<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">ASTERIA Warp Core<\/td>\n<td style=\"width: 50%;\">30,000\u5186\uff5e\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">ASTERIA Warp Core +<\/td>\n<td style=\"width: 50%;\">60,000\u5186\uff5e\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">ASTERIA Warp Standard<\/td>\n<td style=\"width: 50%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">ASTERIA Warp Enterprise<\/td>\n<td style=\"width: 50%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p>ASTERIA Warp\u306f\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066\u30b7\u30f3\u30d7\u30eb\u306bETL\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u305f\u3044\u65b9\u304b\u3089\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3044\u305f\u3044\u65b9\u307e\u3067\u5e45\u5e83\u304f\u304a\u3059\u3059\u3081\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u300cASTERIA Warp Core\u300d\u306a\u3089\u3001\u6708\u984d30,000\u5186\u304b\u3089\u3068\u3044<\/strong><\/span>\u3046\u4f4e\u30b3\u30b9\u30c8\u3067\u3001\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u91cf\u304c\u5927\u304d\u3044\u51e6\u7406\u304c\u4e2d\u5fc3\u3068\u306a\u308b\u5834\u5408\u306f\u3001\u300cASTERIA Warp Enterprise\u300d\u3067\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.asteria.com\/jp\/warp\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.asteria.com\/jp\/warp\/<\/a><\/p>\n<h3>Waha! Transformer<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14599\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Waha-Transformer-1024x547.png\" alt=\"Waha! Transformer\" width=\"1024\" height=\"547\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/waha-transformer.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Waha! Transformer<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Waha! Transformer\u306f\u3001\u5e45\u5e83\u3044\u696d\u52d9\u306b\u6d3b\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u696d\u7a2e\u3092\u554f\u308f\u305a\u591a\u304f\u306e\u4f01\u696d\u3084\u56e3\u4f53\u3067\u5c0e\u5165\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5927\u5bb9\u91cf\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3082\u30e1\u30e2\u30ea\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u306a\u304f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u9ad8\u6a5f\u80fd\u3067\u3042\u308a\u306a\u304c\u3089\u30b7\u30f3\u30d7\u30eb\u306a\u64cd\u4f5c\u6027\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%; height: 214px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 43px;\">\n<td style=\"width: 50%; height: 43px; background-color: #b0c4de;\">\u30a8\u30c7\u30a3\u30b7\u30e7\u30f3<\/td>\n<td style=\"width: 50%; height: 43px; background-color: #b0c4de;\">\u4fa1\u683c<\/td>\n<\/tr>\n<tr style=\"height: 43px;\">\n<td style=\"width: 50%; height: 43px;\">Entry\u7248<\/td>\n<td style=\"width: 50%; height: 171px;\" rowspan=\"4\">180\u4e07\u5186\uff5e\/\u5e74<\/td>\n<\/tr>\n<tr style=\"height: 42px;\">\n<td style=\"width: 50%; height: 42px;\">Basic\u7248<\/td>\n<\/tr>\n<tr style=\"height: 43px;\">\n<td style=\"width: 50%; height: 43px;\">Advanced\u7248<\/td>\n<\/tr>\n<tr style=\"height: 43px;\">\n<td style=\"width: 50%; height: 43px;\">Enterprise\u7248<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Waha! Transformer\u306f\u3001\u5168\u793e\u3067\u306e\u5229\u7528\u3084\u3001\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Waha! Transformer\u306a\u3089\u3069\u306e\u696d\u7a2e\u30fb\u90e8\u7f72\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002\u307e\u305f\u3001\u7d14\u56fd\u7523\u88fd\u54c1\u306a\u306e\u3067\u3001\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3082\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/waha-transformer.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/waha-transformer.com\/<\/a><\/p>\n<h3>trocco<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14605\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/trocco-1024x519.png\" alt=\"trocco\" width=\"1024\" height=\"519\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/trocco.io\/lp\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">trocco<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>trocco\u306f\u3001\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u306e\u9023\u643a\u30fb\u6574\u5099\u30fb\u904b\u7528\u3092\u81ea\u52d5\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u8ee2\u9001\u304b\u3089\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u306e\u751f\u6210\u3001\u30b8\u30e7\u30d6\u7ba1\u7406\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u56fd\u5185200\u793e\u4ee5\u4e0a\u306e\u5c0e\u5165\u5b9f\u7e3e\u3092\u6301\u3061\u3001\u4f01\u696d\u306e\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 50%; background-color: #b0c4de;\">\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%; background-color: #b0c4de;\">\u4fa1\u683c<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%;\">100,000\u5186\uff5e\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%;\">300,000\u5186\uff5e\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>trocco\u306f\u3001\u793e\u5185\u3067\u5206\u65ad\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3068\u3001\u7d71\u5408\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>trocco\u306b\u3088\u3063\u3066\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u5408\u8981\u56e0\u306e\u5206\u6790\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u90e8\u7f72\u9593\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3059\u308c\u3070\u3001\u793e\u5185\u5168\u4f53\u3092\u6a2a\u65ad\u3057\u305f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u30fb\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/trocco.io\/lp\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/trocco.io\/lp\/index.html<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>WEB\u5e83\u544a\u904b\u7528\u306b\u306f\u5e83\u544a\u7279\u5316\u306eETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081<\/h2>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u81ea\u793e\u3067\u4fdd\u6709\u3057\u3066\u3044\u308b\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u3001\u6d3b\u7528\u3057\u3084\u3059\u304f\u5909\u63db\u3057\u3066\u9023\u643a\u3057\u307e\u3059\u304c\u3001WEB\u5e83\u544a\u904b\u7528\u304c\u30e1\u30a4\u30f3\u3068\u306a\u308b\u65b9\u306b\u306f\u3001\u5e83\u544a\u7279\u5316\u306eETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h3>WEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u300cDatabeat\u300d<\/h3>\n<p><a href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=screenshot&amp;utm_content=top\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-19651\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/11\/4b1f6b066f72daec0a0a60240f584b16-768x434.png\" alt=\"Databeat\" width=\"1024\" height=\"661\" \/><\/a><\/p>\n<p>WEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u306e\u306f\u3001\u300cDatabeat\u300d\u3067\u3059\u3002Databeat\u306f\u300c\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u300d\u3068\u3057\u3066\u3082\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3092\u4fdd\u6709\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>WEB\u5e83\u544a\u904b\u7528\u306b\u304a\u3051\u308b\u300cDatabeat\u300d\u306e3\u3064\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>WEB\u5e83\u544a\u904b\u7528\u306b\u304a\u3051\u308b\u300cDatabeat\u300d\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"3\u3064\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u3042\u3089\u3086\u308b\u5e83\u544a\u5a92\u4f53\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3067\u304d\u308b<\/li>\n<li>\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u3066\u30ec\u30dd\u30fc\u30c8\u5316\u3059\u308b<\/li>\n<li>\u8907\u6570\u306e\u5e83\u544a\u30c7\u30fc\u30bf\u3092BI\u30c4\u30fc\u30eb\u3078\u9023\u643a\u53ef\u80fd<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u3042\u3089\u3086\u308b\u5e83\u544a\u5a92\u4f53\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3067\u304d\u308b<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Databeat\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u5e83\u544a\u5a92\u4f53\u3067\u3082\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u53ef\u80fd\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u306f\u81ea\u52d5\u3067\u884c\u308f\u308c\u308b\u305f\u3081\u3001\u90fd\u5ea6\u64cd\u4f5c\u3092\u884c\u3046\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span>\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3059\u3079\u3066Databeat\u304c\u4e00\u5143\u7ba1\u7406\u3059\u308b\u306e\u3067\u3001\u5e83\u544a\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1\u5834\u6240\u3068\u3057\u3066\u3082\u6700\u9069\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u3066\u30ec\u30dd\u30fc\u30c8\u5316\u3059\u308b<\/h4>\n<p>\u5e83\u544a\u5a92\u4f53\u304b\u3089\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u52a0\u5de5\u3057\u305f\u4e0a\u3067\u30ec\u30dd\u30fc\u30c8\u5316\u3055\u308c\u307e\u3059\u3002\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u306f\u3001\u5a92\u4f53\u3054\u3068\u306b\u8868\u793a\u3055\u308c\u308b\u6307\u6a19\u304c\u7570\u306a\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>Databeat\u306f\u3053\u3046\u3057\u305f\u6307\u6a19\u306b\u3064\u3044\u3066\u3001\u540c\u3058\u610f\u5473\u3092\u8868\u3059\u3082\u306e\u3092\u7d71\u4e00\u3059\u308b\u6a5f\u80fd\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u30ec\u30dd\u30fc\u30c8\u3092\u898b\u308c\u3070\u7570\u306a\u308b\u5a92\u4f53\u540c\u58eb\u306e\u6bd4\u8f03\u3082\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u8907\u6570\u306e\u5e83\u544a\u30c7\u30fc\u30bf\u3092BI\u30c4\u30fc\u30eb\u3078\u9023\u643a\u53ef\u80fd<\/h4>\n<p>\u8907\u6570\u306e\u5e83\u544a\u30c7\u30fc\u30bf\u3092BI\u30c4\u30fc\u30eb\u3078\u9023\u643a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u62bd\u51fa\u3057\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3067\u304d\u308bDatabeat\u3067\u3059\u304c\u3001\u3055\u3089\u306b\u30c7\u30fc\u30bf\u3092BI\u30c4\u30fc\u30eb\u3078\u9023\u643a\u3067\u304d\u308b\u306e\u3067\u3001\u3088\u308a\u7d30\u304b\u3044\u5206\u6790\u3092\u884c\u3046\u969b\u3082\u3001\u6700\u65b0\u306e\u5e83\u544a\u30c7\u30fc\u30bf\u3092BI\u30c4\u30fc\u30eb\u3067\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<div class=\"btn btn-center\"><a class=\"btn__link btn__link-primary\" href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=button&amp;utm_content=top\" target=\"_blank\" rel=\"noopener noreferrer\">Databeat\u30b5\u30fc\u30d3\u30b9\u30b5\u30a4\u30c8<\/a><\/div>\n<p>&nbsp;<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff08OSS\uff09\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u306f\u300c\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u300d\u3068\u8a00\u3044\u307e\u3059\u3002<\/p>\n<p>2\u3064\u306e\u5927\u304d\u306a\u9055\u3044\u306f\u8cbb\u7528\u9762\u306e\u307b\u304b\u3001\u30bd\u30fc\u30b9\u3092\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306b\u5229\u7528\u3057\u305f\u3044\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u3068\u3044\u3063\u305f\u65b9\u306b\u306f\u6700\u9069\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u65e5\u672c\u8a9e\u5bfe\u5fdc\u3055\u308c\u3066\u3044\u306a\u3044\u3001\u30b5\u30dd\u30fc\u30c8\u304c\u306a\u3044\u3068\u3044\u3063\u305f\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\u3002\u53cd\u5bfe\u306b\u6709\u6599\u306e\u30af\u30ed\u30fc\u30ba\u30c9ETL\u30c4\u30fc\u30eb\u306f\u8cbb\u7528\u304c\u304b\u304b\u308a\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3082\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u3057\u3063\u304b\u308a\u3068\u3057\u305f\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308b\u306e\u3067\u3001ETL\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3092\u304a\u6301\u3061\u3067\u306a\u3044\u65b9\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3069\u3061\u3089\u306e\u30c4\u30fc\u30eb\u304c\u6700\u9069\u306a\u306e\u304b\u306f\u3001\u4f01\u696d\u306e\u74b0\u5883\u3084\u5229\u7528\u3057\u305f\u3044\u6a5f\u80fd\u306b\u3082\u3088\u308a\u307e\u3059\u306e\u3067\u3001\u4eca\u56de\u7d39\u4ecb\u3057\u305f\u30c4\u30fc\u30eb\u3092\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u307e\u305f\u3001WEB\u5e83\u544a\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u306f\u3001\u5e83\u544a\u7279\u5316\u306eETL\u30c4\u30fc\u30eb\u300cDatabeat\u300d\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u305c\u3072\u3053\u3061\u3089\u3082\u4f75\u305b\u3066\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box\">\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 18pt;\">\u3010\u7121\u6599\u3011Databeat\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599<\/span><br \/>\n<\/strong><\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-19403\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/10\/51e6b566eeb421e2ae07a13dff2da975.png\" alt=\"\u3010\u7121\u6599\u3011Databeat\u30b5\u30fc\u30d2\u3099\u30b9\u7d39\u4ecb\u8cc7\u6599\u8acb\u6c42\" width=\"960\" height=\"540\" \/><br \/>\n\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u300cDatabeat\u300d\u306e\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599\u3067\u3059\u3002<\/p>\n<p>\u30fbWeb\u5e83\u544a\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u5de5\u6570\u3092\u524a\u6e1b\u3057\u305f\u3044<br \/>\n\u30fbLooker Studio\u3068\u9023\u643a\u3067\u304d\u308b\u30ec\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u3092\u63a2\u3057\u3066\u3044\u308b<br 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