{"id":15837,"date":"2025-01-08T13:04:17","date_gmt":"2025-01-08T04:04:17","guid":{"rendered":"https:\/\/www.data-be.at\/magazine\/?p=15837"},"modified":"2025-01-08T13:04:51","modified_gmt":"2025-01-08T04:04:51","slug":"datastage-etl","status":"publish","type":"post","link":"https:\/\/www.data-be.at\/magazine\/datastage-etl\/","title":{"rendered":"\u65e5\u7acb\u306eETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4fa1\u683c\u3001\u4ed6\u306eETL\u30c4\u30fc\u30eb\u3068\u306e\u6bd4\u8f03\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac"},"content":{"rendered":"<p>BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u306a\u3069\u3092\u304d\u3063\u304b\u3051\u3068\u3057\u3066\u3001ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u4f01\u696d\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u306f\u4f01\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u7ba1\u7406\u3092\u52b9\u7387\u5316\u3067\u304d\u308b\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u672c\u8a18\u4e8b\u3067\u53d6\u308a\u4e0a\u3052\u308b\u306e\u306f\u3001\u65e5\u7acb\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308bETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u3067\u3059\u3002DataStage\u3068\u306f\u3069\u306e\u3088\u3046\u306aETL\u30c4\u30fc\u30eb\u306a\u306e\u304b\u3001\u6a5f\u80fd\u3084\u4fa1\u683c\u306a\u3069\u3092\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u4ed6\u306eETL\u30c4\u30fc\u30eb\u3068\u306e\u6bd4\u8f03\u3082\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u306e\u3067\u3001DataStage\u306b\u8208\u5473\u304c\u3042\u308b\u65b9\u3084\u3001ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u306f\u3001\u53c2\u8003\u306b\u3054\u89a7\u4e0b\u3055\u3044\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aBI\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\/business-intelligence\/\" target=\"_self\">BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001BI\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u30d3\u30b8\u30cd\u30b9\u306e\u5834\u3067\u3001BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3068\u3044\u3046\u8a00\u8449\u3092\u8033\u306b\u3057\u305f\u3053\u3068\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u8fd1\u5e74\u591a\u304f\u306e\u4f01\u696d\u3067BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3078\u306e\u95a2\u5fc3\u3084\u5c0e\u5165\u304c\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\r\n\r\n\u3057\u304b\u3057\u3001BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u306b\u8208\u5473\u306f\u3042\u308b\u3082\u306e\u306e\u3001[\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\/business-intelligence\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-36-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001BI\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h2>\u306f\u3058\u3081\u306b\u7406\u89e3\u3057\u3066\u304a\u304d\u305f\u3044\u65e5\u7acb\u306eETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u306e\u57fa\u790e\u77e5\u8b58<\/h2>\n<p>\u307e\u305a\u306fETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u306e\u57fa\u790e\u77e5\u8b58\u304b\u3089\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u3068\u306f\u3001DataStage\u3068\u306f\u3001\u305d\u3057\u3066\u4fa1\u683c\u3084\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u30b7\u30fc\u30f3\u306a\u3069\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u3010\u524d\u63d0\u3011ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h3>\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<p>ETL\u30c4\u30fc\u30eb\u3068\u306f\u3001<span class=\"marker-thickYellow\"><strong>\u300cExtract\u300d\u300cTransform\u300d\u300cLoad\u300d<\/strong><\/span>\u3068\u3044\u30463\u3064\u306e\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002\u305d\u308c\u305e\u308c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<ul>\n<li>Extract\uff1a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa<\/li>\n<li>Transform\uff1a\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u52a0\u5de5<\/li>\n<li>Load\uff1a\u52a0\u5de5\u3057\u305f\u30c7\u30fc\u30bf\u3092DWH\u3078\u683c\u7d0d<\/li>\n<\/ul>\n<\/div>\n<p>\u73fe\u4ee3\u306e\u4f01\u696d\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u5927\u91cf\u306b\u53d6\u308a\u6271\u3046\u30b7\u30fc\u30f3\u304c\u975e\u5e38\u306b\u591a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5229\u7528\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u3084\u62e0\u70b9\u30fb\u5e97\u8217\u3054\u3068\u306a\u3069\u3001\u30c7\u30fc\u30bf\u3092\u4fdd\u7ba1\u3057\u3066\u3044\u308b\u5834\u6240\u304c\u8907\u6570\u5b58\u5728\u3057\u3066\u304a\u308a\u3001\u77ac\u6642\u306b\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u305f\u5206\u6790\u304c\u96e3\u3057\u304f\u306a\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u73fe\u72b6\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u5834\u5408\u306b<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308c\u3070\u3001\u81ea\u52d5\u7684\u306b\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u4e00\u7b87\u6240\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span>\u307e\u305f\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u7570\u306a\u308b\u30c7\u30fc\u30bf\u306f\u3001\u540c\u3058\u5c5e\u6027\u306e\u30c7\u30fc\u30bf\u3067\u3042\u3063\u3066\u3082\u5f62\u5f0f\u304c\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u3001\u305d\u308c\u3092\u4e8b\u524d\u306b\u540c\u3058\u5f62\u5f0f\u306b\u52a0\u5de5\u3059\u308b\u3053\u3068\u3067\u3001\u5206\u6790\u3057\u3084\u3059\u304f\u3059\u308b\u3068\u3044\u3063\u305f\u6a5f\u80fd\u3082\u3001ETL\u30c4\u30fc\u30eb\u306e\u5f79\u5272\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aETL\u3084ETL\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\/etl-function\/\" target=\"_self\">ETL\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u6d3b\u7528\u3059\u308b\u969b\u306b\u6d3b\u8e8d\u3059\u308bETL\u3084ETL\u30c4\u30fc\u30eb\u306f\u3001\u8fd1\u5e74\u591a\u304f\u306e\u4f01\u696d\u304c\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u307e\u3060ETL\u3092\u5c0e\u5165\u3057\u3066\u3044\u306a\u3044\u65b9\u306b\u3068\u3063\u3066\u306f\u3001ETL\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3001ETL\u30c4\u30fc\u30eb\u306b\u3069\u3093\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u306e\u304b\u306a\u3069\u4e0d\u660e\u306a\u70b9\u3082\u591a\u3044\u306e\u3067\u306f[\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\/etl-function\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"375\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/AdobeStock_364831100-375x375.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"ETL\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>\u65e5\u7acb\u306eETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u3068\u306f\uff1f<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-15177\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/DataStage.png\" alt=\"DataStage\" width=\"1020\" height=\"798\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/\" target=\"_blank\" rel=\"noopener noreferrer\">DataStage<\/a><\/span><\/p>\n<p>DataStage\u306f\u3001\u65e5\u7acb\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u8c4a\u5bcc\u306a\u6a5f\u80fd\u3068\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u80fd\u529b\u304c\u3042\u308a\u3001\u4f01\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u7d71\u5408\u57fa\u76e4\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>GUI\u306b\u3088\u308b\u30d3\u30b8\u30e5\u30a2\u30eb\u958b\u767a\u304c\u3001\u77ed\u671f\u9593\u3067\u306e\u958b\u767a\u3084\u4f4e\u3044\u7dad\u6301\u30b3\u30b9\u30c8\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4>\u3010\u53c2\u8003\u3011IBM\u3068\u65e5\u7acb\u306e\u300cDataStage\u300d\u306e\u9055\u3044\u306f\uff1f<\/h4>\n<p>DataStage\u306b\u306f\u3001\u65e5\u7acb\u306eDataStage\u4ee5\u5916\u306b\u300cIBM DataStage\u300d\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>DataStage\u306b\u304a\u3051\u308b\u65e5\u7acb\u3068IBM\u3068\u3044\u3046\u306e\u306f\u3001IBM\u304c\u958b\u767a\u5143\u3001\u65e5\u7acb\u304c\u958b\u767a\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3044\u3046\u7acb\u3061\u4f4d\u7f6e\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>IBM\u3068\u65e5\u7acb\u304c\u5354\u696d\u3057\u3066\u63d0\u4f9b\u3057\u3066\u3044\u308b\u306e\u304cDataStage\u306a\u306e\u3067\u3059\u3002\u65e5\u7acb\u306fDataStage\u3092\u65e5\u672c\u56fd\u5185\u3067\u591a\u6570\u5c0e\u5165\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u305d\u306e\u7d4c\u9a13\u304b\u3089\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>DataStage\u306e\u4fa1\u683c\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9<\/h3>\n<p>\u65e5\u7acb\u306eDataStage\u306f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u4f53\u7cfb\u3084\u4fa1\u683c\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u969b\u306f\u3001\u5c0e\u5165\u4e88\u5b9a\u3084\u4e88\u7b97\u3068\u5171\u306b\u65e5\u7acb\u3078\u306e\u554f\u3044\u5408\u305b\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>DataStage\u304c\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u30b7\u30fc\u30f3<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>DataStage\u306f\u3001\u4f01\u696d\u306e\u3055\u307e\u3056\u307e\u306a\u90e8\u9580\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u7d71\u5408\u57fa\u76e4\u3068\u3057\u3066\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/strong><\/span>DataStage\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5206\u5272\u3057\u3066\u4e26\u5217\u51e6\u7406\u3092\u884c\u3046\u30d1\u30e9\u30ec\u30eb\u5b9f\u884c\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u3088\u308a\u30de\u30eb\u30c1\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u30d5\u30eb\u306b\u6d3b\u7528\u3057\u305f\u9ad8\u901f\u51e6\u7406\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u64cd\u4f5c\u304c\u7c21\u5358\u306aGUI\u306b\u306a\u3063\u3066\u304a\u308a\u3001\u7d71\u5408\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u7d4c\u55b6\u304b\u3089\u4f01\u753b\u3001\u55b6\u696d\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3069\u5e45\u5e83\u3044\u90e8\u9580\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u65e5\u7acb\u306eETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u306e6\u3064\u306e\u4e3b\u306a\u6a5f\u80fd<\/h2>\n<p>DataStage\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u4e2d\u304b\u3089\u4e3b\u8981\u306a\u6a5f\u80fd\u30926\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd1.\u958b\u767a\u524d\u6e96\u5099<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-15848\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/1a07d34244cefdc3770a7acd16f46acd.jpg\" alt=\"\u958b\u767a\u524d\u6e96\u5099\" width=\"392\" height=\"165\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/info\/product\/intro\/datastage_func.html\" target=\"_blank\" rel=\"noopener noreferrer\">DataStage<\/a><\/span><\/p>\n<p>\u958b\u767a\u524d\u6e96\u5099\u3067\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u5b9a\u7fa9\u306e\u53d6\u308a\u8fbc\u307f\u3092\u884c\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c7\u30a3\u30af\u30b7\u30e7\u30ca\u30ea\u3084XML\u30d5\u30a1\u30a4\u30eb\u3068\u3044\u3063\u305f\u30c6\u30fc\u30d6\u30eb\u5b9a\u7fa9\u60c5\u5831\u3092\u53d6\u308a\u8fbc\u307f\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd2.\u958b\u767a<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-15849\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/fa68eb6548d43c9e32b57bf241957e66.jpg\" alt=\"\u958b\u767a\" width=\"534\" height=\"330\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/info\/product\/intro\/datastage_func.html\" target=\"_blank\" rel=\"noopener noreferrer\">DataStage<\/a><\/span><\/p>\n<p>\u958b\u767a\u3067\u306f\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u7c21\u5358\u306a\u64cd\u4f5c\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u52a0\u5de5\u51e6\u7406\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u91cd\u8907\u3092\u524a\u9664\u3057\u305f\u308a\u3001\u30bd\u30fc\u30c8\u3084\u30b3\u30fc\u30c9\u5909\u63db\u3001\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306a\u3069DataStage\u3067\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u90e8\u54c1\u3084\u95a2\u6570\u3092\u5229\u7528\u3057\u3066\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5404\u7a2eDB\u306b\u5bfe\u5fdc\u3057\u305f\u30c7\u30fc\u30bf\u5165\u51fa\u529b\u6a5f\u80fd\u3084\u3001\u6587\u5b57\u30b3\u30fc\u30c9\u30bb\u30c3\u30c8\u306e\u5909\u63db\u6a5f\u80fd\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd3.\u78ba\u8a8d\u30fb\u30c6\u30b9\u30c8<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-15850\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/b69a5ff103b9d19bcad8183894d166e9.jpg\" alt=\"\u78ba\u8a8d\u30fb\u30c6\u30b9\u30c8\" width=\"276\" height=\"231\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/info\/product\/intro\/datastage_func.html\" target=\"_blank\" rel=\"noopener noreferrer\">DataStage<\/a><\/span><\/p>\n<p>\u78ba\u8a8d\u30fb\u30c6\u30b9\u30c8\u3067\u306f\u3001\u30b8\u30e7\u30d6\u306e\u30b3\u30f3\u30d1\u30a4\u30eb\u3084\u5b9f\u884c\u30fb\u505c\u6b62\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3067\u3059\u3002\u30b8\u30e7\u30d6\u306e\u5b9f\u884c\u3084\u505c\u6b62\u3082\u7c21\u5358\u306aGUI\u306b\u3088\u3063\u3066\u64cd\u4f5c\u3067\u304d\u308b\u4e0a\u3001\u5916\u90e8\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u306e\u8d77\u52d5\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd4.\u30ea\u30ea\u30fc\u30b9<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-15851\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/78a5a04c7e2df79d93ff0537a108b4bc.jpg\" alt=\"\u30ea\u30ea\u30fc\u30b9\" width=\"448\" height=\"168\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/info\/product\/intro\/datastage_func.html\" target=\"_blank\" rel=\"noopener noreferrer\">DataStage<\/a><\/span><\/p>\n<p>\u30ea\u30ea\u30fc\u30b9\u3067\u306f\u3001\u958b\u767a\u6e08\u307f\u306e\u30b8\u30e7\u30d6\u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3057\u3066\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u5f8c\u3067\u30b8\u30e7\u30d6\u3092\u4fee\u6b63\u3057\u305f\u5834\u5408\u306f\u3001\u66f4\u65b0\u60c5\u5831\u3084\u5dee\u5206\u60c5\u5831\u306e\u81ea\u52d5\u51fa\u529b\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u5909\u66f4\u5f8c\u306b\u5909\u66f4\u524d\u306e\u30b8\u30e7\u30d6\u306b\u7c21\u5358\u306b\u623b\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd5.\u672c\u756a<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-15852\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/ac3b2418cd6315a88f8f9233730c4da1.jpg\" alt=\"\u672c\u756a\" width=\"559\" height=\"156\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/info\/product\/intro\/datastage_func.html\" target=\"_blank\" rel=\"noopener noreferrer\">DataStage<\/a><\/span><\/p>\n<p>\u672c\u756a\u3067\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30d1\u30e9\u30ec\u30eb\u5b9f\u884c\u306b\u3088\u3063\u3066\u51e6\u7406\u3057\u307e\u3059\u3002DataStage\u306f\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u5206\u5272\u3057\u3066\u4e26\u5217\u51e6\u7406\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30de\u30eb\u30c1\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u30d5\u30eb\u306b\u6d3b\u7528\u3057\u3066\u3001\u9ad8\u901f\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u300cJP1\u300d\u3068\u3044\u3046\u904b\u7528\u7ba1\u7406\u30c4\u30fc\u30eb\u306b\u3088\u308b\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3084\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3001\u4ed6\u51e6\u7406\u3068\u306e\u9023\u643a\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd6.\u4fdd\u5b88\u30fb\u62e1\u5f35<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-15853\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/d9eb8ef36b6954700683301575fe7f76.jpg\" alt=\"\u4fdd\u5b88\u30fb\u62e1\u5f35\" width=\"502\" height=\"323\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/info\/product\/intro\/datastage_func.html\" target=\"_blank\" rel=\"noopener noreferrer\">DataStage<\/a><\/span><\/p>\n<p>\u4fdd\u5b88\u30fb\u62e1\u5f35\u3067\u306f\u3001\u30b8\u30e7\u30d6\u30ec\u30dd\u30fc\u30c8\u306e\u51fa\u529b\u3001\u51e6\u7406\u5909\u66f4\u6642\u306e\u5f71\u97ff\u5206\u6790\u304c\u53ef\u80fd\u3067\u3059\u3002\u5f71\u97ff\u5206\u6790\u306e\u7d50\u679c\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u8868\u793a\u3001\u307e\u305f\u306fHTML\u5f62\u5f0f\u3067\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u51fa\u529b\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30b8\u30e7\u30d6\u306e\u5dee\u5206\u6bd4\u8f03\u306f\u3001\u753b\u9762\u4e0a\u306b\u6bd4\u8f03\u3059\u308b\u30b8\u30e7\u30d6\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3001\u8996\u899a\u7684\u306b\u308f\u304b\u308a\u3084\u3059\u304f\u30c1\u30a7\u30c3\u30af\u3057\u3084\u3059\u3044\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u65e5\u7acb\u306eETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u3092\u5229\u7528\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15971 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/76790ea2ca582d8f994134a11aef8cac-1024x576.png\" alt=\"\u300cDataStage\u300d\u3092\u5229\u7528\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>DataStage\u3092\u5229\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u53c2\u8003\u306b\u3001\u81ea\u793e\u3067DataStage\u3092\u5229\u7528\u3059\u308b\u30b7\u30fc\u30f3\u3092\u30a4\u30e1\u30fc\u30b8\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"DataStage\u306e\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u77ed\u671f\u9593\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u958b\u767a\u304c\u53ef\u80fd<\/li>\n<li>\u958b\u767a\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b<\/li>\n<li>\u62e1\u5f35\u3084\u5f15\u304d\u7d99\u304e\u304c\u7c21\u5358<\/li>\n<\/ol>\n<\/div>\n<h3>\u30e1\u30ea\u30c3\u30c81.\u77ed\u671f\u9593\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u958b\u767a\u304c\u53ef\u80fd<\/h3>\n<p>DataStage\u306f\u3001\u77ed\u671f\u9593\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u958b\u767a\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u7c21\u5358\u306aGUI\u306b\u3088\u308b\u30d3\u30b8\u30e5\u30a2\u30eb\u958b\u767a\u304c\u53ef\u80fd\u306aDataStage\u306a\u3089\u3001\u30c7\u30fc\u30bf\u306e\u6d41\u308c\u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u8a2d\u5b9a\u3092\u3059\u308b\u3060\u3051\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u81ea\u52d5\u3067\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<span class=\"marker-thickYellow\"><strong>\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u90e8\u54c1\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7c21\u5358\u304b\u3064\u8fc5\u901f\u306b\u958b\u767a\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u30e1\u30ea\u30c3\u30c82.\u958b\u767a\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b<\/h3>\n<p>DataStage\u306f\u4e00\u5ea6\u4f5c\u6210\u3057\u305f\u51e6\u7406\u3092\u518d\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u3055\u3089\u306b\u3001<span class=\"marker-thickYellow\"><strong>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306a\u3069\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u958b\u767a\u3067\u304d\u308b\u306e\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u5f71\u97ff\u3082\u5c11\u306a\u304f\u3001\u958b\u767a\u3084\u4fdd\u5b88\u304c\u5bb9\u6613\u306a\u30c4\u30fc\u30eb\u3068\u8a00\u3048\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u30e1\u30ea\u30c3\u30c83.\u62e1\u5f35\u3084\u5f15\u304d\u7d99\u304e\u304c\u7c21\u5358<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>DataStage\u306f\u3001\u51e6\u7406\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u8996\u899a\u7684\u306b\u8868\u73fe\u3067\u304d\u308b\u306e\u3067\u3001\u65e2\u5b58\u306e\u51e6\u7406\u3092\u628a\u63e1\u3057\u3084\u3059\u3044\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span>\u307e\u305f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4e00\u5143\u7ba1\u7406\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u30c7\u30fc\u30bf\u306e\u5c5e\u6027\u3001\u51e6\u7406\u5909\u66f4\u306b\u3088\u308b\u5f71\u97ff\u306a\u3069\u3082\u5bb9\u6613\u306b\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u3053\u3068\u304b\u3089\u3001\u7c21\u5358\u306b\u62c5\u5f53\u8005\u9593\u306e\u5f15\u304d\u7d99\u304e\u3092\u884c\u3046\u3053\u3068\u304c\u975e\u5e38\u306b\u53ef\u80fd\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u4e26\u5217\u51e6\u7406\u306f\u30c7\u30b6\u30a4\u30f3\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u306a\u304f\u5b9f\u65bd\u3067\u304d\u308b\u305f\u3081\u3001\u62e1\u5f35\u3057\u3084\u3059\u3044\u30b7\u30b9\u30c6\u30e0\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u65e5\u7acb\u306eETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u306f\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15972 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/e38c6748ca79e72dffc05c1998ca6e5b-1024x576.png\" alt=\"\u300cDataStage\u300d\u306f\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01\" width=\"1024\" height=\"576\" \/><\/p>\n<p>\u3053\u308c\u307e\u3067\u89e3\u8aac\u3057\u3066\u304d\u305fDataStage\u306e\u6a5f\u80fd\u3084\u30e1\u30ea\u30c3\u30c8\u3092\u8e0f\u307e\u3048\u3066\u3001\u3069\u3093\u306a\u65b9\u306bDataStage\u304c\u304a\u3059\u3059\u3081\u306a\u306e\u304b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9<\/h3>\n<p>\u65e5\u7acb\u306eDataStage\u306f\u3001\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u76ee\u7684\u306f\u3001\u4f01\u696d\u306b\u6563\u5728\u3059\u308b\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u826f\u304f\u307e\u3068\u3081\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u60c5\u5831\u6d3b\u7528\u3092\u76ee\u6307\u3059\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u5b9f\u969b\u306b\u306fETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3059\u308c\u3070\u3088\u3044\u306e\u304b\u3001\u305d\u3082\u305d\u3082\u306eETL\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u65b9\u306a\u3069\u591a\u304f\u306e\u8ab2\u984c\u306b\u3076\u3064\u304b\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u65e5\u7acb\u3067\u306f\u3053\u308c\u307e\u3067\u6570\u591a\u304fDataStage\u3092\u5c0e\u5165\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u7d4c\u9a13\u304b\u3089\u57f9\u3063\u305f\u30b5\u30dd\u30fc\u30c8\u306b\u5f37\u307f\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u5c0e\u5165\u524d\u306e\u6bb5\u968e\u304b\u3089\u5c0e\u5165\u5f8c\u306e\u904b\u7528\u65b9\u6cd5\u307e\u3067\u3001\u3057\u3063\u304b\u308a\u3068\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u306a\u304c\u3089\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>\u65e5\u7acb\u306eETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\uff1f<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15973 size-full\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/063a28bd7435205b1238fcb31567208d.png\" alt=\"DataStage\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\uff1f\" width=\"2240\" height=\"1260\" \/><\/p>\n<p>DataStage\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u30e1\u30ea\u30c3\u30c8\u3060\u3051\u3067\u306f\u306a\u304f\u30c7\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u3082\u6b63\u3057\u304f\u8a8d\u8b58\u3057\u305f\u4e0a\u3067\u3001\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001DataStage\u306e\u30c7\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=\"DataStage\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u8cbb\u7528\u304c\u9ad8\u3044<\/li>\n<li>\u6700\u4f4e\u9650\u306e\u77e5\u8b58\u306f\u5fc5\u8981<\/li>\n<li>\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b<\/li>\n<\/ol>\n<\/div>\n<h3>1.\u8cbb\u7528\u304c\u9ad8\u3044<\/h3>\n<p>DataStage\u306f\u3001\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u6709\u6599\u306eETL\u30c4\u30fc\u30eb\u306f\u3069\u308c\u3082\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u304c\u3001DataStage\u306e\u8cbb\u7528\u306f\u3084\u3084\u9ad8\u984d\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<p>DataStage\u306e\u30b5\u30fc\u30d3\u30b9\u30da\u30fc\u30b8\u3092\u898b\u3066\u307f\u308b\u3068\u3001\u8a73\u7d30\u306a\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\u60c5\u5831\u304c\u306a\u3044\u306e\u3067\u3001\u554f\u3044\u5408\u305b\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>DataStage\u306f\u57fa\u672c\u7684\u306b\u5927\u4f01\u696d\u5411\u3051\u306e\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u683c\u5b89\u3067\u5229\u7528\u3067\u304d\u308b\u53ef\u80fd\u6027\u306f\u4f4e\u3044\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<h3>2.\u6700\u4f4e\u9650\u306e\u77e5\u8b58\u306f\u5fc5\u8981<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>DataStage\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u6301\u305f\u306a\u3044\u4e00\u822c\u306e\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u81ea\u3089\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3084\u9023\u643a\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6700\u4f4e\u9650\u306e\u77e5\u8b58\u306f\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u305d\u306e\u70b9\u306f\u7406\u89e3\u3057\u305f\u4e0a\u3067\u5c0e\u5165\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u3067\u304d\u308b\u307b\u3069\u306e\u77e5\u8b58\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u793e\u5185\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u95a2\u3059\u308b\u77e5\u8b58\u304c\u306a\u3044\u3068\u3001DataStage\u3092\u6b63\u3057\u304f\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u305b\u3063\u304b\u304fDataStage\u306b\u3088\u3063\u3066\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u3082\u3001\u52a0\u5de5\u304c\u4e0d\u5341\u5206\u3067\u3042\u3063\u305f\u308a\u3068\u7cbe\u5ea6\u306e\u4f4e\u3044\u30c7\u30fc\u30bf\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>3.\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b<\/h3>\n<p>DataStage\u306b\u306f\u3001\u8c4a\u5bcc\u306a\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u3063\u3066\u3001\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u8c4a\u5bcc\u306a\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4f7f\u3044\u65b9\u3092\u5b8c\u5168\u306b\u30de\u30b9\u30bf\u30fc\u3059\u308b\u306b\u306f\u3084\u3084\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u7279\u306bETL\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u305f\u3053\u3068\u304c\u306a\u3044\u65b9\u306f\u3001\u5c0e\u5165\u5f8c\u4e00\u5b9a\u671f\u9593\u306fDataStage\u306e\u4f7f\u3044\u65b9\u3092\u5b66\u3076\u305f\u3081\u306e\u6642\u9593\u304c\u5fc5\u8981\u3068\u306a\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u304a\u3044\u305f\u65b9\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>\u65e5\u7acb\u306eETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u3068\u4f75\u305b\u3066\u6bd4\u8f03\u691c\u8a0e\u3057\u305f\u3044\u30aa\u30b9\u30b9\u30e1ETL\u30c4\u30fc\u30eb5\u9078<\/h2>\n<p>\u4eca\u56de\u7d39\u4ecb\u3057\u305fDataStage\u4ee5\u5916\u306b\u3082\u3001\u6570\u591a\u304f\u306eETL\u30c4\u30fc\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u4e2d\u304b\u3089\u3001DataStage\u3068\u4f75\u305b\u3066\u6bd4\u8f03\u691c\u8a0e\u3057\u305f\u3044\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>DataStage\u3068\u4f75\u305b\u3066\u6bd4\u8f03\u691c\u8a0e\u3057\u305f\u3044ETL\u30c4\u30fc\u30eb\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: 20%; background-color: #b0c4de;\">\u30c4\u30fc\u30eb\u540d<\/td>\n<td style=\"width: 20%; background-color: #b0c4de;\">\u7279\u5fb4<\/td>\n<td style=\"width: 20%; background-color: #b0c4de;\">DataStage\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u70b9<\/td>\n<td style=\"width: 20%; background-color: #b0c4de;\">DataStage\u306b\u52a3\u308b\u70b9<\/td>\n<td style=\"width: 20%; background-color: #b0c4de;\">\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">Tableau Prep<\/td>\n<td style=\"width: 20%;\">\u30fb\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<br \/>\n\u30fbTableau\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u3042\u308c\u3070\u3001\u8ffd\u52a0\u6599\u91d1\u306a\u3057\u3067\u5229\u7528\u53ef\u80fd<\/td>\n<td style=\"width: 20%;\">\u30fb\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/td>\n<td style=\"width: 20%;\">\u30fb\u5927\u4f01\u696d\u3078\u306e\u5c0e\u5165\u5b9f\u7e3e<\/td>\n<td style=\"width: 20%;\">\u30fbETL\u30c4\u30fc\u30eb\u3068BI\u30c4\u30fc\u30eb\u3092\u540c\u6642\u306b\u5c0e\u5165\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">Talend<\/td>\n<td style=\"width: 20%;\">\u30fb\u30ac\u30fc\u30c8\u30ca\u30fc\u793e\u306e\u30de\u30b8\u30c3\u30af\u30fb\u30af\u30a2\u30c9\u30e9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8\u30676\u5e74\u9023\u7d9a\u30ea\u30fc\u30c0\u30fc\u3068\u3057\u3066\u8a55\u4fa1\u3055\u308c\u3066\u3044\u308b<\/td>\n<td style=\"width: 20%;\">\u30fb\u7121\u6599\u7248\u3067\u3082\u74b0\u5883\u6b21\u7b2c\u3067\u5341\u5206\u5229\u7528\u3067\u304d\u308b<\/td>\n<td style=\"width: 20%;\">\u30fb\u5927\u4f01\u696d\u3078\u306e\u5c0e\u5165\u5b9f\u7e3e<\/td>\n<td style=\"width: 20%;\">\u30fb\u305d\u308c\u307b\u3069\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u304f\u306a\u3044\u65b9<br \/>\n\u30fb\u3067\u304d\u308b\u3060\u3051\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">Waha! Transformer<\/td>\n<td style=\"width: 20%;\">\u30fb\u7d14\u56fd\u7523ETL\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 20%;\">\u30fb\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8<\/td>\n<td style=\"width: 20%;\">\u30fb\u958b\u767a\u30b3\u30b9\u30c8<\/td>\n<td style=\"width: 20%;\">\u30fbETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u306e\u77e5\u8b58\u304c\u306a\u3044\u65b9<br \/>\n\u30fb\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">ASTERIA Warp Core<\/td>\n<td style=\"width: 20%;\">\u30fb\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u5229\u7528\u3067\u304d\u308b<br \/>\n\u30fb\u81ea\u793e\u306e\u74b0\u5883\u306b\u5fdc\u3058\u3066\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u3082\u3001\u30af\u30e9\u30a6\u30c9\u3067\u3082\u5229\u7528\u53ef\u80fd<\/td>\n<td style=\"width: 20%;\">\u30fb\u4f4e\u30b3\u30b9\u30c8\u3067\u5229\u7528\u3067\u304d\u308b<\/td>\n<td style=\"width: 20%;\">\u30fb\u5bfe\u5fdcOS\u304cWindows\u306e\u307f<\/td>\n<td style=\"width: 20%;\">\u30fb\u4f4e\u30b3\u30b9\u30c8\u3067ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<br \/>\n\u30fbWindows\u74b0\u5883\u306e\u307f\u3067\u554f\u984c\u306a\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">Pentaho Data Integration<\/td>\n<td style=\"width: 20%;\">\u30fbBI\u30c4\u30fc\u30eb\u306e\u300cPentaho\u300d\u306b\u540c\u68b1<\/td>\n<td style=\"width: 20%;\">\u30fb\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b<\/td>\n<td style=\"width: 20%;\">\u30fb\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u3092\u53d7\u3051\u3089\u308c\u306a\u3044<\/td>\n<td style=\"width: 20%;\">\u30fbETL\u30c4\u30fc\u30eb\u3084BI\u30c4\u30fc\u30eb\u306e\u77e5\u8b58\u304c\u3042\u308b\u65b9<br \/>\n\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30b9\u30ad\u30eb\uff08\u30ea\u30bd\u30fc\u30b9\uff09\u306b\u4f59\u88d5\u306e\u3042\u308b\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4eca\u56de\u7d39\u4ecb\u3059\u308bETL\u30c4\u30fc\u30eb\u306e\u4e2d\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u91cd\u8996\u3059\u308b\u306e\u3067\u3042\u308c\u3070\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bTalend\uff08Talend Open Studio\uff09\u3084Pentaho Data Integration\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u6709\u6599\u30c4\u30fc\u30eb\u306b\u306f\u52a3\u308b\u90e8\u5206\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u672c\u683c\u7684\u306a\u5c0e\u5165\u3092\u76ee\u6307\u3059\u306e\u3067\u3042\u308c\u3070ASTERIA Warp Core\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001BI\u30c4\u30fc\u30eb\u3068\u30bb\u30c3\u30c8\u3067\u5c0e\u5165\u3059\u308b\u306a\u3089Tableau Prep\u3001\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3092\u6c42\u3081\u308b\u306a\u3089Waha! Transformer\u306a\u3069\u304c\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u8a73\u3057\u3044\u7279\u5fb4\u306a\u3069\u306f\u3053\u306e\u5f8c\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u305d\u3061\u3089\u3092\u53c2\u8003\u306b\u81ea\u793e\u306b\u5408\u3063\u305fETL\u30c4\u30fc\u30eb\u3092\u63a2\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>Tableau Prep<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14762\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Tableau-Prep-1024x562.png\" alt=\"Tableau Prep\" width=\"1024\" height=\"562\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.tableau.com\/ja-jp\/learn\/get-started\/prep\" target=\"_blank\" rel=\"noopener noreferrer\">Tableau Prep<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u7279\u5fb4<\/h4>\n<p>Tableau Prep\u306f\u3001BI\u30c4\u30fc\u30eb\u306eTableau\u3068\u4e00\u7dd2\u306b\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002Tableau\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u3042\u308c\u3070\u3001\u8ffd\u52a0\u6599\u91d1\u306a\u3057\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>Tableau Prep\u306f\u53b3\u5bc6\u306b\u306fETL\u30c4\u30fc\u30eb\u3067\u306f\u306a\u304f\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u3067\u3059\u304c\u3001\u5b9f\u52d9\u7684\u306b\u306fETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-radio-unchecked\">\u3000DataStage\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u70b9<\/h4>\n<p>Tableau Prep\u306f\u3001\u524d\u8ff0\u3057\u305f\u901a\u308aBI\u30c4\u30fc\u30eb\u300cTableau\u300d\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001<span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066ETL\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u3067\u3042\u308c\u3070\u3001Tableau\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u8ffd\u52a0\u8cbb\u7528\u306a\u3057\u3067ETL\u30c4\u30fc\u30eb\u3082\u4f7f\u3048\u308b\u306e\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306fTableau Prep\u306e\u65b9\u304c\u512a\u308c\u3066\u3044\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-close\">\u3000DataStage\u306b\u52a3\u308b\u70b9<\/h4>\n<p>Tableau Prep\u306f\u591a\u304f\u306e\u5c0e\u5165\u5b9f\u7e3e\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u5927\u4f01\u696d\u3078\u306e\u5c0e\u5165\u5b9f\u7e3e\u306fDataStage\u306e\u65b9\u304c\u591a\u3044\u305f\u3081\u3001\u5927\u4f01\u696d\u306e\u65b9\u306fDataStage\u306e\u65b9\u304c\u5411\u3044\u3066\u3044\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u8c4a\u5bcc\u306a\u6a5f\u80fd\u3068\u591a\u304f\u306e\u5c0e\u5165\u5b9f\u7e3e\u304b\u3089\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u6d3b\u7528\u306b\u306fDataStage\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/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>Tableau Prep\u306f\u3001ETL\u30c4\u30fc\u30eb\u3068BI\u30c4\u30fc\u30eb\u3092\u540c\u6642\u306b\u5c0e\u5165\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>BI\u30c4\u30fc\u30eb\u3092Tableau\u306b\u3059\u308c\u3070\u3001Tableau Prep\u304c\u8ffd\u52a0\u8cbb\u7528\u306a\u3057\u3067\u5229\u7528\u3067\u304d\u3001\u3082\u3061\u308d\u3093Tableau\u3068\u306e\u76f8\u6027\u3082\u826f\u3044\u306e\u3067\u30b9\u30e0\u30fc\u30ba\u306b\u5c0e\u5165\u304b\u3089\u5229\u7528\u307e\u3067\u9032\u3081\u3089\u308c\u307e\u3059<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.tableau.com\/ja-jp\/learn\/get-started\/prep\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.tableau.com\/ja-jp\/learn\/get-started\/prep<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aTableau Prep\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\/tableau-prep\/\" target=\"_self\">\u300cTableau Prep\u300d\u3068\u306f\uff1fETL\u30c4\u30fc\u30eb\u3068\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u9055\u3044\u3084\u6a5f\u80fd\u30fb\u4fa1\u683c\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u4f01\u696d\u3067\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u6271\u3063\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u73fe\u72b6\u3092\u628a\u63e1\u3057\u305f\u308a\u3001\u65b0\u305f\u306a\u6226\u7565\u306e\u30d2\u30f3\u30c8\u3092\u898b\u3064\u3051\u305f\u308a\u3057\u307e\u3059\u3002\u4f01\u696d\u306eIT\u5316\u30fbDX\u5316\u304c\u9032\u3093\u3067\u3044\u308b\u8fd1\u5e74\u306f\u3001\u3053\u3046\u3057\u305f\u5de5\u7a0b\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u305f\u3081\u306b\u3001BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u4f01\u696d\u3082\u5897\u3048\u3066\u304d[\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\/tableau-prep\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"188\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/AdobeStock_137916797-375x188.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u300cTableau Prep\u300d\u3068\u306f\uff1fETL\u30c4\u30fc\u30eb\u3068\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u9055\u3044\u3084\u6a5f\u80fd\u30fb\u4fa1\u683c\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>Talend<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14753\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Talend-1024x496.png\" alt=\"Talend\" width=\"1024\" height=\"496\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.talend.com\/jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">Talend<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u7279\u5fb4<\/h4>\n<p>Talend\u306f\u3001\u81ea\u7531\u5ea6\u306e\u9ad8\u3044ETL\u30c4\u30fc\u30eb\u3067\u3059\u3002\u57fa\u672c\u7684\u306b\u306fGUI\u304b\u3089\u64cd\u4f5c\u3092\u884c\u3044\u307e\u3059\u304c\u3001\u5fc5\u8981\u3067\u3042\u308c\u3070Java\u30b3\u30fc\u30c9\u3092\u8aad\u307f\u8fbc\u3093\u3067\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30ac\u30fc\u30c8\u30ca\u30fc\u793e\u306e\u30de\u30b8\u30c3\u30af\u30fb\u30af\u30a2\u30c9\u30e9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8\u30676\u5e74\u9023\u7d9a\u30ea\u30fc\u30c0\u30fc\u3068\u3057\u3066\u8a55\u4fa1\u3082\u53d7\u3051\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001Hadoop\u3092\u6d3b\u7528\u3057\u305f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5229\u7528\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-radio-unchecked\">\u3000DataStage\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u70b9<\/h4>\n<p>Talend\u306f\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u300cTalend Open Studio\u300d\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u7121\u6599\u7248\u306e\u30c4\u30fc\u30eb\u306f\u591a\u304f\u306e\u5236\u9650\u304c\u3042\u308b\u305f\u3081\u5b9f\u7528\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057Talend Open Studio\u306f\u305d\u3046\u3044\u3063\u305f\u3053\u3068\u3082\u306a\u304f\u3001\u74b0\u5883\u6b21\u7b2c\u3067\u306f\u672c\u683c\u7684\u306aETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>DataStage\u306e\u7121\u6599\u7248\u306f\u3042\u304f\u307e\u3067\u5c0e\u5165\u524d\u306e\u30c8\u30e9\u30a4\u30a2\u30eb\u3068\u3044\u3046\u4f4d\u7f6e\u3065\u3051\u306a\u306e\u3067\u3001\u672c\u683c\u7684\u306b\u7121\u6599\u3067\u5229\u7528\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-close\">\u3000DataStage\u306b\u52a3\u308b\u70b9<\/h4>\n<p>Talend\u306fETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u975e\u5e38\u306b\u4eba\u6c17\u306e\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001<span class=\"marker-thickYellow\"><strong>\u5927\u624b\u4f01\u696d\u3078\u306e\u5c0e\u5165\u5b9f\u7e3e\u3067\u306fDataStage\u306b\u52a3\u308a\u307e\u3059\u3002<\/strong><\/span><\/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\u306f\u3001\u305d\u308c\u307b\u3069\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u304f\u306a\u3044\u65b9\u3001\u3067\u304d\u308b\u3060\u3051\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u30d0\u30c3\u30c1\u51e6\u7406\u304c\u4e2d\u5fc3\u3068\u306a\u308b\u5834\u5408\u306b\u306f\u3001\u7121\u6599\u7248\u3067\u3042\u308bTalend Open Studio\u3067\u3082\u5bfe\u5fdc\u53ef\u80fd\u306a\u306e\u3067\u3001\u4e00\u5207\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306b\u5c0e\u5165\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.talend.com\/jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.talend.com\/jp\/<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aETL\u30c4\u30fc\u30eb\u300cTalend\u300d\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\/talend-etl\/\" target=\"_self\">ETL\u30c4\u30fc\u30eb\u300cTalend\u300d\u3068\u306f\uff1f\u3067\u304d\u308b\u3053\u3068\u3084\u4fa1\u683c\u3001\u30e1\u30ea\u30c3\u30c8\u3001\u6d3b\u7528\u65b9\u6cd5\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">Talend\u306fETL\u30c4\u30fc\u30eb\u306e\u4e00\u3064\u3067\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002IT\u5316\u3084DX\u63a8\u9032\u306b\u3088\u3063\u3066\u6271\u3046\u30c7\u30fc\u30bf\u304c\u5897\u3048\u7d9a\u3051\u308b\u4e2d\u3001\u3053\u3046\u3057\u305f\u30c4\u30fc\u30eb\u306e\u9700\u8981\u3082\u4f38\u3073\u3066\u304d\u3066\u3044\u307e\u3059\u3002\r\n\r\n\u305d\u3053\u3067\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u4e2d\u3067\u3082\u7279\u306b\u6709\u540d\u306a\u30c4\u30fc\u30eb\u300c[\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\/talend-etl\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"250\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/AdobeStock_421637119_Editorial_Use_Only-375x250.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"ETL\u30c4\u30fc\u30eb\u300cTalend\u300d\u3068\u306f\uff1f\u3067\u304d\u308b\u3053\u3068\u3084\u4fa1\u683c\u3001\u30e1\u30ea\u30c3\u30c8\u3001\u6d3b\u7528\u65b9\u6cd5\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\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\u7279\u5fb4<\/h4>\n<p>Waha! Transformer\u306f\u3001\u7d14\u56fd\u7523ETL\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001API\u3001Excel\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u5c02\u9580\u7684\u77e5\u8b58\u3082\u5fc5\u8981\u7121\u304f\u3001\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3084\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u307e\u305f\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u969b\u306f\u3001\u30e1\u30e2\u30ea\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-radio-unchecked\">\u3000DataStage\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u70b9<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Waha! Transformer\u306f\u3001DataStage\u3088\u308a\u3082\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/strong><\/span>\u81ea\u793e\u958b\u767a\u3067\u9577\u5e74\u30b5\u30dd\u30fc\u30c8\u3092\u7d9a\u3051\u3066\u304d\u305f\u7d4c\u9a13\u3092\u3082\u3068\u306b\u3001\u5c0e\u5165\u524d\u304b\u3089\u5c0e\u5165\u5f8c\u307e\u3067\u3057\u3063\u304b\u308a\u3068\u3057\u305f\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-close\">\u3000DataStage\u306b\u52a3\u308b\u70b9<\/h4>\n<p>\u4e00\u5ea6\u5229\u7528\u3057\u305f\u958b\u767a\u3092DataStage\u306f\u518d\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u70b9\u304b\u3089\u3001<span class=\"marker-thickYellow\"><strong>\u958b\u767a\u30b3\u30b9\u30c8\u306e\u9762\u3067\u306f\u3001Waha! Transformer\u3088\u308a\u3082DataStage\u306e\u65b9\u304c\u512a\u308c\u3066\u3044\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<\/strong><\/span><\/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>Waha! Transformer\u306f\u3001ETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u306e\u77e5\u8b58\u304c\u306a\u3044\u65b9\u3001\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u5c0e\u5165\u524d\u5f8c\u306e\u4e0d\u660e\u70b9\u306f\u3001\u30b5\u30dd\u30fc\u30c8\u306b\u554f\u3044\u5408\u305b\u308b\u3053\u3068\u3067\u3057\u3063\u304b\u308a\u3068\u89e3\u6c7a\u3067\u304d\u307e\u3059\u306e\u3067\u3001ETL\u30c4\u30fc\u30eb\u306b\u8a73\u3057\u304f\u306a\u3044\u65b9\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5229\u7528\u3067\u304d\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>ASTERIA Warp Core<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15172\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/ASTERIA-Warp-Core-1024x516.png\" alt=\"ASTERIA Warp Core\" width=\"1024\" height=\"516\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.asteria.com\/jp\/warp_core\/\" target=\"_blank\" rel=\"noopener noreferrer\">ASTERIA Warp Core<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u7279\u5fb4<\/h4>\n<p>ASTERIA Warp Core\u306f\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u3002\u81ea\u793e\u306e\u74b0\u5883\u306b\u5fdc\u3058\u3066\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u3082\u3001\u30af\u30e9\u30a6\u30c9\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u521d\u671f\u8cbb\u75280\u5186\u3001\u6700\u5b89\u6708\u984d30,000\u5186\u304b\u3089\u3068\u3044\u3046\u30ea\u30fc\u30ba\u30ca\u30d6\u30eb\u306a\u6599\u91d1\u8a2d\u5b9a\u3082\u3001\u5927\u304d\u306a\u7279\u5fb4\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-radio-unchecked\">\u3000DataStage\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u70b9<\/h4>\n<p>ASTERIA Warp Core\u306f\u3001\u4f4e\u30b3\u30b9\u30c8\u3067\u5229\u7528\u3067\u304d\u308b\u70b9\u304cDataStage\u3088\u308a\u512a\u308c\u3066\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30c4\u30fc\u30eb\u306b\u305d\u308c\u307b\u3069\u4e88\u7b97\u3092\u5272\u3051\u306a\u3044\u4f01\u696d\u306f\u3001DataStage\u3088\u308a\u3082ASTERIA Warp Core\u304c\u304a\u3059\u3059\u3081\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-close\">\u3000DataStage\u306b\u52a3\u308b\u70b9<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>ASTERIA Warp Core\u306f\u3001\u5bfe\u5fdcOS\u304cWindows\u306e\u307f\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/strong><\/span>DataStage\u306fLinux\u3084AIX\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\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>ASTERIA Warp Core\u306f\u4f4e\u30b3\u30b9\u30c8\u3067ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u3001Windows\u74b0\u5883\u306e\u307f\u3067\u554f\u984c\u306a\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>OS\u304cWindows\u306e\u307f\u3067\u554f\u984c\u304c\u306a\u3051\u308c\u3070\u3001\u6708\u984d30,000\u5186\u304b\u3089\u306e\u4f4e\u30b3\u30b9\u30c8\u3067\u30c7\u30fc\u30bf\u306e\u5165\u51fa\u529b\u3092\u81ea\u52d5\u5316\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_core\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.asteria.com\/jp\/warp_core\/<\/a><\/p>\n<h3>Pentaho Data Integration<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15295\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/108500417596ad4093f3578d6f091dde-1024x555.png\" alt=\"Pentaho Data Integration\" width=\"1024\" height=\"555\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/community.hitachivantara.com\/home\" target=\"_blank\" rel=\"noopener noreferrer\">Pentaho Data Integration<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u7279\u5fb4<\/h4>\n<p>Pentaho Data Integration\u306f\u3001\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u3084\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306a\u8a2d\u8a08\u74b0\u5883\u304c\u7279\u5fb4\u306eETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9BI\u30c4\u30fc\u30eb\u306e\u300cPentaho\u300d\u306b\u540c\u68b1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/strong><\/span>\u52d5\u4f5c\u74b0\u5883\u306fWindows\u3001Linux\u3001MacOS\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304b\u3089NoSQL\u307e\u3067\u5e45\u5e83\u304f\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-radio-unchecked\">\u3000DataStage\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u70b9<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Pentaho Data Integration\u306fBI\u30c4\u30fc\u30eb\u300cPentaho\u300d\u306b\u540c\u68b1\u3055\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001Spoon\u4e0a\u3067\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u5b9f\u65bd\u3059\u308b\u5834\u5408\u3092\u9664\u304d\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span>\u305d\u306e\u305f\u3081\u3001DataStage\u306e\u3088\u3046\u306b\u9ad8\u984d\u306a\u8cbb\u7528\u304c\u767a\u751f\u3057\u307e\u305b\u3093\u3002<\/p>\n<h4 class=\"icon-close\">\u3000DataStage\u306b\u52a3\u308b\u70b9<\/h4>\n<p>Pentaho Data Integration\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306e\u305f\u3081\u3001<span class=\"marker-thickYellow\"><strong>\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u3092\u53d7\u3051\u3089\u308c\u306a\u3044\u306e\u304cDataStage\u3088\u308a\u3082\u52a3\u308b\u70b9<\/strong><\/span>\u3068\u306a\u308a\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>Pentaho Data Integration\u306f\u3001ETL\u30c4\u30fc\u30eb\u3084BI\u30c4\u30fc\u30eb\u306e\u77e5\u8b58\u304c\u3042\u308b\u65b9\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30b9\u30ad\u30eb\uff08\u30ea\u30bd\u30fc\u30b9\uff09\u306b\u4f59\u88d5\u306e\u3042\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>BI\u30c4\u30fc\u30eb\u306ePentaho\u3092\u5c0e\u5165\u3059\u308b\u969b\u306b\u540c\u68b1\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001Pentaho\u3068\u4f75\u305b\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u60f3\u5b9a\u3055\u308c\u307e\u3059\u304c\u3001OSS\u30c4\u30fc\u30eb\u306a\u306e\u3067\u30b5\u30dd\u30fc\u30c8\u304c\u306a\u304f\u3066\u3082\u6271\u3048\u308b\u30b9\u30ad\u30eb\u3084\u77e5\u8b58\u304c\u5fc5\u9808\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/community.hitachivantara.com\/home\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/community.hitachivantara.com\/home<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aOSS\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff09\u306eETL\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-etl\/\" target=\"_self\">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<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\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\r\n\r\n\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001OSS\u306eE[\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-etl\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"159\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/AdobeStock_437632184-375x159.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"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\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<p>&nbsp;<\/p>\n<h2>\u81ea\u793e\u306b\u5408\u3063\u305fETL\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-15974 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/ec7aec90dc23d1b6ee6ba9ab940afb80-1024x576.png\" alt=\"\u81ea\u793e\u306b\u5408\u3063\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30763\u3064\u306e\u30dd\u30a4\u30f3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>DataStage\u3092\u542b\u30806\u7a2e\u985e\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u304b\u3089\u306f\u81ea\u793e\u306b\u5408\u3063\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\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>\u8cbb\u7528\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u64cd\u4f5c\u6027\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u6a5f\u80fd\u3084\u9023\u643a\u5148\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<\/ol>\n<\/div>\n<h3>POINT1\uff1a\u8cbb\u7528\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u307e\u305a\u8cbb\u7528\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<span class=\"marker-thickYellow\"><strong>\u6708\u6570\u4e07\u5186\u3067\u5229\u7528\u3067\u304d\u308b\u3082\u306e\u3082\u3042\u308c\u3070\u3001\u6570\u5341\u4e07\u5186\u4ee5\u4e0a\u5fc5\u8981\u3068\u306a\u308b\u30c4\u30fc\u30eb\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span>\u81ea\u793e\u3067ETL\u30c4\u30fc\u30eb\u306b\u3069\u3053\u307e\u3067\u4e88\u7b97\u3092\u304b\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u304b\u3092\u78ba\u8a8d\u3057\u3001\u4e88\u7b97\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>POINT2\uff1a\u64cd\u4f5c\u6027\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u64cd\u4f5c\u6027\u3082\u91cd\u8981\u3067\u3059\u3002\u591a\u6a5f\u80fd\u306aETL\u30c4\u30fc\u30eb\u3067\u3042\u3063\u3066\u3082\u3001\u64cd\u4f5c\u6027\u304c\u60aa\u3044\u3068\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u3057\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u64cd\u4f5c\u6027\u3060\u3051\u3067\u306a\u304f\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3082\u540c\u6642\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u4e00\u822c\u306e\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u304c\u5229\u7528\u3059\u308b\u5834\u5408\u306b\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3059\u308b\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u5341\u5206\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u307e\u3067\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3046\u3001\u3042\u308b\u3044\u306f\u6271\u3044\u5207\u308c\u306a\u3044\u3068\u3044\u3063\u305f\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>POINT3\uff1a\u6a5f\u80fd\u3084\u9023\u643a\u5148\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3084\u9023\u643a\u5148\u3082\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306f\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u78ba\u5b9f\u306b\u5229\u7528\u3057\u305f\u3044\u6a5f\u80fd\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001\u30c7\u30fc\u30bf\u306e\u9023\u643a\u5148\u3084\u30b3\u30cd\u30af\u30bf\u306e\u7a2e\u985e\u3082\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002\u81ea\u793e\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u3057\u3066\u3001\u78ba\u5b9f\u306b\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3067\u304d\u308b\u3082\u306e\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>WEB\u5e83\u544a\u904b\u7528\u306b\u306f\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081<\/h2>\n<p>WEB\u5e83\u544a\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u30b7\u30fc\u30f3\u3067\u306f\u3001WEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h3>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u52d5\u4f5c\u6210\u3067\u304d\u308bETL\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>\u4eca\u56de\u304a\u3059\u3059\u3081\u3059\u308bETL\u30c4\u30fc\u30eb\u306f\u3001WEB\u5e83\u544a\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3092\u81ea\u52d5\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u300cDatabeat\u300d\u3067\u3059\u3002Google\u3084Yahoo!\u3001Facebook\u306a\u3069\u3055\u307e\u3056\u307e\u306aWEB\u5e83\u544a\u5a92\u4f53\u304b\u3089\u81ea\u52d5\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u3001\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u6a5f\u80fd\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>WEB\u5e83\u544a\u904b\u7528\u306b\u304a\u3051\u308b\u300cDatabeat\u300d\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>WEB\u5e83\u544a\u904b\u7528\u306b\u304a\u3051\u308bDatabeat\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u81ea\u52d5\u30c7\u30fc\u30bf\u53d6\u5f97<\/li>\n<li>\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u81ea\u52d5\u5316<\/li>\n<li>\u30c7\u30fc\u30bf\u52a0\u5de5\u30fb\u9023\u643a<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u81ea\u52d5\u30c7\u30fc\u30bf\u53d6\u5f97<\/h4>\n<p>Databeat\u306f\u3001\u5e83\u544a\u5a92\u4f53\u304b\u3089\u81ea\u52d5\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002\u5a92\u4f53\u306e\u7ba1\u7406\u753b\u9762\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<span class=\"marker-thickYellow\"><strong>\u8907\u6570\u5a92\u4f53\u306e\u904b\u7528\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5e83\u544a\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\u4f5c\u696d\u3092\u5927\u5e45\u306b\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u81ea\u52d5\u5316<\/h4>\n<p>\u5e83\u544a\u5a92\u4f53\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u3001Databeat\u304c\u81ea\u52d5\u3067\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002Databeat\u304c\u4f5c\u6210\u3059\u308b\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u8907\u6570\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u7528\u3044\u3066\u4f5c\u6210\u3055\u308c\u308b\u305f\u3081\u3001\u308f\u304b\u308a\u3084\u3059\u304f\u898b\u3084\u3059\u3044\u30ec\u30dd\u30fc\u30c8\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3053\u306e\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u6a5f\u80fd\u304c\u3042\u308c\u3070\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306e\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u307e\u3068\u3081\u305f\u308a\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u8003\u3048\u308b\u3068\u3044\u3063\u305f\u884c\u7a0b\u3082\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30c7\u30fc\u30bf\u52a0\u5de5\u30fb\u9023\u643a<\/h4>\n<p>Databeat\u306f\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u4ee5\u5916\u306b\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u3078\u306e\u30c7\u30fc\u30bf\u51fa\u529b\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u4f8b\u3048\u3070Tableau\u3084Looker Studio\uff08\u65e7Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\uff09\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u30b7\u30fc\u30f3\u3067\u306f\u3001\u8907\u6570\u306e\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u3066\u6700\u9069\u306a\u72b6\u614b\u3067\u51fa\u529b\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>Databeat\u306f\u3053\u3093\u306a\u65b9\u306b\u30aa\u30b9\u30b9\u30e1\uff01<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>Databeat\u306f\u3001WEB\u5e83\u544a\u3092\u4e2d\u5fc3\u306b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3063\u3066\u3044\u308b\u65b9\u3001\u8907\u6570\u306e\u5e83\u544a\u5a92\u4f53\u306e\u904b\u7528\u3092\u884c\u3063\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Databeat\u3092\u5c0e\u5165\u3059\u308c\u3070\u3001\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u4e00\u5143\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u30ec\u30dd\u30fc\u30c8\u3082\u81ea\u52d5\u3067\u4f5c\u6210\u3055\u308c\u307e\u3059\u304b\u3089\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306b\u8cbb\u3084\u3059\u6642\u9593\u3082\u77ed\u7e2e\u3067\u304d\u3001\u751f\u7523\u7684\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u307e\u3059\u3002<\/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>\u65e5\u7acb\u306eETL\u30c4\u30fc\u30eb\u300cDataStage\u300d\u306f\u3001\u65e5\u7acb\u3068IBM\u304c\u5171\u540c\u3067\u958b\u767a\u3057\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002\u958b\u767a\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u308b\u70b9\u3084\u3001\u5927\u4f01\u696d\u3078\u306e\u5c0e\u5165\u5b9f\u7e3e\u304c\u591a\u3044\u306a\u3069\u306e\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u767a\u751f\u3059\u308b\u30b7\u30fc\u30f3\u3084\u5927\u4f01\u696d\u3067ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u306e\u3067\u3042\u308c\u3070\u3001DataStage\u306f\u304a\u3059\u3059\u3081\u306e\u30c4\u30fc\u30eb\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u305d\u308c\u306a\u308a\u306b\u8cbb\u7528\u304c\u304b\u304b\u308b\u3053\u3068\u304c\u60f3\u5b9a\u3055\u308c\u308b\u305f\u3081\u3001\u3042\u308b\u7a0b\u5ea6ETL\u30c4\u30fc\u30eb\u306e\u305f\u3081\u306e\u4e88\u7b97\u3092\u78ba\u4fdd\u3067\u304d\u308b\u3053\u3068\u304c\u6761\u4ef6\u3068\u306a\u308a\u307e\u3059\u3002\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u5834\u5408\u306f\u3001Talend\u3084ASTERIA Warp Core\u306a\u3069\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u305d\u306e\u4ed6\u306b\u3082\u672c\u8a18\u4e8b\u3067\u3044\u304f\u3064\u304b\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u304c\u3001ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306f\u8cbb\u7528\u3084\u64cd\u4f5c\u6027\u3001\u6a5f\u80fd\u306a\u3069\u304b\u3089\u7dcf\u5408\u7684\u306b\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u307e\u305f\u3001\u6700\u5f8c\u306b\u7d39\u4ecb\u3057\u305f\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u300cDatabeat\u300d\u306f\u3001WEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>WEB\u5e83\u544a\u904b\u7528\u306b\u6ce8\u529b\u3057\u3066\u3044\u308b\u65b9\u306f\u3001\u305c\u3072\u5c0e\u5165\u3092\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\u203bWEB\u5e83\u544a\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u3082\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<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\/ads-report-automation-tool\/\" target=\"_self\">\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u5fb9\u5e95\u6bd4\u8f0310\u9078\uff01\u696d\u52d9\u52b9\u7387\u5316\u306e\u305f\u3081\u306e\u5931\u6557\u3057\u306a\u3044\u9078\u3073\u65b9\u3082\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase 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src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/04\/T6-375x201.jpg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u5e83\u544aA-Dark\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\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 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