{"id":3453,"date":"2022-04-22T18:30:29","date_gmt":"2022-04-23T02:30:29","guid":{"rendered":"https:\/\/www.gudusoft.com\/?p=3453"},"modified":"2022-06-09T20:46:25","modified_gmt":"2022-06-10T04:46:25","slug":"data-engineers","status":"publish","type":"post","link":"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2\/","title":{"rendered":"\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2: \u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\u4f55\u3067\u3059\u304b?"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#e8eaf0;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1310.4px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-1\" style=\"line-height:26px;\"><h2><strong>\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2: \u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\u4f55\u3067\u3059\u304b?<\/strong><\/h2>\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Information_engineering\"><strong>\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/strong><\/a> \u306f\u4eca\u3068\u3066\u3082\u4eba\u6c17\u306e\u3042\u308b\u4ed5\u4e8b\u3067\u3001\u304a\u305d\u3089\u304f\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u3067\u3057\u3087\u3046\u3002\u3057\u304b\u3057\u3001\u3042\u306a\u305f\u306f\u4f55\u3092\u77e5\u3063\u3066\u3044\u307e\u3059\u304b <strong>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2<\/strong> \u4f01\u696d\u3067\u3084\u308a\u307e\u3059\u304b\uff1f\u5f7c\u3089\u306f\u3069\u306e\u3088\u3046\u306a\u30b9\u30ad\u30eb\u3068\u8cac\u4efb\u3092\u6301\u3064\u3079\u304d\u3067\u3059\u304b?\u305d\u3046\u3067\u306a\u3044\u5834\u5408\u306f\u3001\u8aad\u307f\u9032\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001 <strong>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2<\/strong> \u305d\u3057\u3066\u5f7c\u3089\u306e\u8cac\u4efb\u3068\u30b9\u30ad\u30eb\u3002<\/p>\n<div id=\"attachment_3463\" style=\"width: 610px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-3463\" decoding=\"async\" class=\"size-full wp-image-3463\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Data_Engineers.jpg\" alt=\"\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\" width=\"600\" height=\"448\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Data_Engineers-200x149.jpg 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Data_Engineers-300x224.jpg 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Data_Engineers-400x299.jpg 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Data_Engineers.jpg 600w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><p id=\"caption-attachment-3463\" class=\"wp-caption-text\">\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2<\/p><\/div>\n<h2 id=\"0-what-does-a-data-engineer-do\">\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u4f1a\u793e\u3067\u4f55\u3092\u3057\u307e\u3059\u304b?<\/h2>\n<p><span class=\"Y2IQFc\" lang=\"en\">\u751f\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3001\u7ba1\u7406\u3057\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u30d3\u30b8\u30cd\u30b9 \u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u89e3\u91c8\u3067\u304d\u308b\u3088\u3046\u306b\u4f7f\u7528\u53ef\u80fd\u306a\u60c5\u5831\u306b\u5909\u63db\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u3001\u3055\u307e\u3056\u307e\u306a\u74b0\u5883\u3067\u4f5c\u696d\u3057\u3066\u3044\u307e\u3059\u3002\u5f7c\u3089\u306e\u6700\u7d42\u7684\u306a\u76ee\u6a19\u306f\u3001\u7d44\u7e54\u304c\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a55\u4fa1\u304a\u3088\u3073\u6700\u9069\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<h2><span class=\"Y2IQFc\" lang=\"en\">\u30c7\u30fc\u30bf \u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b?<\/span><\/h2>\n<p><span class=\"Y2IQFc\" lang=\"en\"><strong><a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a2%e3%83%8a%e3%83%aa%e3%82%b9%e3%83%88%e3%81%ae%e3%82%b9%e3%82%ad%e3%83%ab\/\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/a><\/strong> \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6790\u3057\u3066\u77e5\u8b58\u3068\u6d1e\u5bdf\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u9ad8\u54c1\u8cea\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3001\u691c\u8a3c\u3001\u304a\u3088\u3073\u6e96\u5099\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u6e96\u5099\u3057\u3001\u30c7\u30fc\u30bf \u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3088\u308a\u826f\u3044\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u63a8\u9032\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u679c\u305f\u3059\u3079\u304d\u5f79\u5272\u3068\u306f\uff1f<\/h2>\n<p><span class=\"Y2IQFc\" lang=\"en\">\u30c7\u30fc\u30bf \u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u6e96\u5099\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u4e3b\u306b\u6b21\u306e 3 \u3064\u306e\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><strong>\u30bc\u30cd\u30e9\u30ea\u30b9\u30c8\u3002 <\/strong>\u4e00\u822c\u7684\u306a\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u901a\u5e38\u3001\u30a8\u30f3\u30c9 \u30c4\u30fc 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\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u5148\u6708\u306e\u6bce\u65e5\u306e\u914d\u9054\u3092\u8868\u793a\u3057\u3001\u7fcc\u6708\u306e\u914d\u9054\u3092\u4e88\u6e2c\u3059\u308b\u5c0f\u898f\u6a21\u306a\u5927\u90fd\u5e02\u306e\u98df\u54c1\u914d\u9054\u30b5\u30fc\u30d3\u30b9\u7528\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u4e2d\u5fc3\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3002<\/strong> \u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u901a\u5e38\u3001\u4e2d\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30c1\u30fc\u30e0\u3084\u3001\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u306b\u307e\u305f\u304c\u308b\u3088\u308a\u8907\u96d1\u306a\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30b9 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\u304b\u6708\u306e\u914d\u9054\u306b\u5fc5\u8981\u306a\u8d70\u884c\u8ddd\u96e2\u3068\u904b\u8ee2\u6642\u9593\u3092\u8abf\u3079\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u4e88\u6e2c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u4f7f\u7528\u3057\u3066\u3001\u4f1a\u793e\u306e\u5c06\u6765\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u4f55\u3092\u610f\u5473\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u4e2d\u5fc3\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3002<\/strong> \u5206\u6790\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5b9f\u88c5\u3001\u7dad\u6301\u3001\u304a\u3088\u3073\u5165\u529b\u306f\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30bf\u30b9\u30af\u3067\u3059\u3002\u3053\u306e\u5f79\u5272\u306f\u901a\u5e38\u3001\u30c7\u30fc\u30bf\u304c\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5206\u6563\u3055\u308c\u3066\u3044\u308b\u5927\u4f01\u696d\u3067\u898b\u3089\u308c\u307e\u3059\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u30d1\u30a4\u30d7\u3092\u4f7f\u7528\u3057\u3001\u52b9\u7387\u7684\u306a\u5206\u6790\u306e\u305f\u3081\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8abf\u6574\u3057\u3001\u62bd\u51fa\u3001\u5909\u63db\u3001\u8aad\u307f\u8fbc\u307f (ETL) \u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u30c6\u30fc\u30d6\u30eb \u30b9\u30ad\u30fc\u30de\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 ETL \u306f\u3001\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u5358\u4e00\u306e\u30bf\u30fc\u30b2\u30c3\u30c8 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\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u6539\u5584\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u6271\u3044\u307e\u3059\u3002\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3055\u308c\u305f\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u7de8\u6210\u3067\u304d\u308b\u60c5\u5831\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u30aa\u30fc\u30c7\u30a3\u30aa\u3001\u30d3\u30c7\u30aa \u30d5\u30a1\u30a4\u30eb\u306a\u3069\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f\u3001\u5f93\u6765\u306e\u30c7\u30fc\u30bf \u30e2\u30c7\u30eb\u306b\u9069\u5408\u3057\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u30c7\u30fc\u30bf \u30b9\u30ad\u30fc\u30de\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c 2 \u3064\u306e\u30c7\u30fc\u30bf\u578b\u3092\u51e6\u7406\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u3084\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30c3\u30b0 \u30c7\u30fc\u30bf \u30c6\u30af\u30ce\u30ed\u30b8\u3082\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2 \u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u306e\u4e00\u90e8\u3067\u3059\u3002<\/p>\n<h2 class=\"section-title\">\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30b9\u30ad\u30eb \u30bb\u30c3\u30c8<\/h2>\n<p>\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001C#\u3001Java\u3001Python\u3001R\u3001Ruby\u3001Scala\u3001\u304a\u3088\u3073 <a href=\"https:\/\/www.gudusoft.com\/jp\/whats-sql-lineage-101\/\"><strong>SQL \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e<\/strong><\/a>. Python\u3001R\u3001\u304a\u3088\u3073 SQL \u306f\u3001\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4f7f\u7528\u3059\u308b\u6700\u3082\u91cd\u8981\u306a 3 \u3064\u306e\u8a00\u8a9e\u3067\u3059\u3002<\/p>\n<p>\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u30c7\u30fc\u30bf\u7d71\u5408\u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u3001ETL \u30c4\u30fc\u30eb\u3068 REST \u6307\u5411\u306e API \u306b\u3064\u3044\u3066\u5341\u5206\u306b\u7406\u89e3\u3057\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b9\u30ad\u30eb\u306f\u3001\u30c7\u30fc\u30bf \u30a2\u30ca\u30ea\u30b9\u30c8\u3084\u30d3\u30b8\u30cd\u30b9 \u30e6\u30fc\u30b6\u30fc\u306b\u3001\u6e96\u5099\u3055\u308c\u305f\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u3078\u306e\u7c21\u5358\u306a\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u30c7\u30fc\u30bf \u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u30c7\u30fc\u30bf \u30ec\u30a4\u30af\u3001\u304a\u3088\u3073\u305d\u308c\u3089\u304c\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u304b\u3092\u5b8c\u5168\u306b\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u78ba\u7acb\u3055\u308c\u305f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30c7\u30fc\u30bf \u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u51e6\u7406\u304a\u3088\u3073\u30b9\u30c8\u30ec\u30fc\u30b8\u4f5c\u696d\u3092\u30aa\u30d5\u30ed\u30fc\u30c9\u3059\u308b Hadoop \u30c7\u30fc\u30bf \u30ec\u30a4\u30af\u306f\u3001\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3088\u308b\u30d3\u30c3\u30b0 \u30c7\u30fc\u30bf\u5206\u6790\u4f5c\u696d\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u30c7\u30fc\u30bf \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4e00\u822c\u7684\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306b\u306a\u308a\u3064\u3064\u3042\u308b NoSQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068 Apache Spark \u30b7\u30b9\u30c6\u30e0\u306b\u3064\u3044\u3066\u5341\u5206\u306b\u7406\u89e3\u3057\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001MySQL \u3084 PostgreSQL \u306a\u3069\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30b7\u30b9\u30c6\u30e0\u306b\u3064\u3044\u3066\u3082\u77e5\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3082\u3046 1 \u3064\u306e\u7126\u70b9\u306f\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u306e\u305f\u3081\u306e\u7d71\u5408\u30c7\u30fc\u30bf \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b Lambda \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3059\u3002<\/p>\n<p>\u30d3\u30b8\u30cd\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9 (BI) \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u305d\u306e\u69cb\u6210\u6a5f\u80fd\u306f\u3001\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3068\u3063\u3066\u3082\u3046 1 \u3064\u306e\u91cd\u8981\u306a\u95a2\u5fc3\u4e8b\u3067\u3059\u3002 BI \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u901a\u3058\u3066\u3001\u30c7\u30fc\u30bf \u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3001\u30c7\u30fc\u30bf \u30ec\u30a4\u30af\u3001\u305d\u306e\u4ed6\u306e\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u9593\u306e\u63a5\u7d9a\u3092\u78ba\u7acb\u3067\u304d\u307e\u3059\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001BI \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u4f7f\u7528\u3055\u308c\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f7f\u7528\u65b9\u6cd5\u3092\u77e5\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"Y2IQFc\" lang=\"en\">\u6a5f\u68b0\u5b66\u7fd2\u306f\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u307e\u305f\u306f\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30b9\u30ad\u30eb \u30bb\u30c3\u30c8\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u304c\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7528\u306e\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3059\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u3082\u6a5f\u68b0\u5b66\u7fd2\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5f7c\u3089\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5c55\u958b\u3057\u3001\u305d\u3053\u304b\u3089\u6d1e\u5bdf\u3092\u5f97\u308b\u65b9\u6cd5\u3092\u77e5\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>\u6700\u5f8c\u306b\u3001UNIX \u30d9\u30fc\u30b9\u306e\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0 (OS) \u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002 Unix\u3001Solaris\u3001\u304a\u3088\u3073 Linux \u306f\u3001Mac OS \u3084 Windows \u306a\u3069\u306e\u4ed6\u306e\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0\u306b\u306f\u306a\u3044\u6a5f\u80fd\u3068\u30eb\u30fc\u30c8 \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0\u3092\u3088\u308a\u8a73\u7d30\u306b\u5236\u5fa1\u3067\u304d\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3068\u3063\u3066\u4fbf\u5229\u3067\u3059\u3002<\/p>\n<h2>\u7d50\u8ad6<\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u304c\u3001\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u305d\u306e\u30b9\u30ad\u30eb\u3068\u8cac\u4efb\u306b\u3064\u3044\u3066\u7406\u89e3\u3092\u6df1\u3081\u308b\u306e\u306b\u5f79\u7acb\u3064\u3053\u3068\u3092\u9858\u3063\u3066\u3044\u307e\u3059\u3002\u65e5\u4ed8\u30a8\u30f3\u30b8\u30cb\u30a2\u307e\u305f\u306f\u305d\u308c\u306b\u95a2\u9023\u3059\u308b\u305d\u306e\u4ed6\u306e\u60c5\u5831\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u5834\u5408\u306f\u3001\u8a2a\u554f\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002 <strong><a href=\"https:\/\/www.gudusoft.com\/jp\/\">Gudu SQLFlow<\/a><\/strong> \u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\uff01\u518d\u5ea6\u3001\u611f\u8b1d\u3057\u307e\u3059\uff01 <strong>\uff082022\u5e744\u670822\u65e5\u767a\u884c\uff09<\/strong><\/p>\n<\/div><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-0{width:100% !important;margin-top : 0px;margin-bottom : 0px;}.fusion-builder-column-0 > .fusion-column-wrapper 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