{"id":10466,"date":"2023-09-07T08:50:52","date_gmt":"2023-09-06T23:50:52","guid":{"rendered":"https:\/\/fobi.ashisuto.co.jp\/tech\/?p=10466"},"modified":"2024-03-23T13:44:51","modified_gmt":"2024-03-23T04:44:51","slug":"wfforecast","status":"publish","type":"post","link":"https:\/\/fobi.ashisuto.co.jp\/tech\/technical\/verification\/wfforecast\/","title":{"rendered":"Amazon Forecast \u00d7 WebFOCUS\u3067\u4e88\u6e2c\u5206\u6790\u3057\u3066\u307f\u305f"},"content":{"rendered":"\n<p>\u6628\u4eca\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u3084ML\uff08\u6a5f\u68b0\u5b66\u7fd2\uff09\u304c\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3088\u306d\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u4eca\u56de\u306f\u3001AWS\u306e\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u4e88\u6e2c\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u3001\u300cAmazon Forecast\u300d\uff08\u4ee5\u4e0b\u3001Forecast\uff09\u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u3067\u4e88\u6e2c\u5206\u6790\u3057\u305f\u7d50\u679c\u3092\u3001WebFOCUS\u3067\u9023\u643a\u3057\u3066\u8868\u793a\u3067\u304d\u308b\u304b\u3092\u691c\u8a3c\u3057\u3066\u307f\u307e\u3057\u305f\uff01<\/p>\n\n\n\n<p>\u7d50\u8ad6\u304b\u3089\u8a00\u3044\u307e\u3059\u3068\u3001<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\"><strong>\u7c21\u5358<\/strong><\/span>\u306a\u64cd\u4f5c\u3067\u9023\u643a\u304c\u3067\u304d\u3001<strong><span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">Designer<\/span><\/strong>\u3092\u4f7f\u3063\u305f\u8996\u899a\u7684\u306a\u30b0\u30e9\u30d5\u304c\u4f5c\u6210\u3067\u304d\u307e\u3057\u305f\uff01\uff08\u64cd\u4f5c\u306f\u3059\u3079\u3066<strong><span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">GUI\u3067\u5b8c\u7d50<\/span><\/strong>\u3057\u307e\u3059\uff09<br>\u5c11\u3057\u3067\u3082\u6c17\u306b\u306a\u308a\u307e\u3057\u305f\u3089\u4ee5\u4e0b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div class=\"wp-block-luxe-blocks-accordion\" style=\"margin-top:10px;margin-bottom:30px\"><input id=\"0ea621bdbd8184d0f15750da19cc\" class=\"acb\" type=\"checkbox\" style=\"display:none\"\/><label class=\"acl\" for=\"0ea621bdbd8184d0f15750da19cc\" style=\"color:#fff;background-color:#006edc;border:1px solid #006edc;display:flex;margin:0\"><div class=\"act\" style=\"padding:5px 15px;flex:1 0\"><span>Amazon Forecast\u3068\u306f<\/span><\/div><div class=\"aci\" style=\"margin:5px 0;padding:0 15px;border-left:1px solid #fff\"><\/div><\/label><div class=\"acc\" style=\"border:1px solid #006edc\"><p><\/p>\n<p>Amazon Forecast \u306f\u3001\u7d71\u8a08\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3001\u975e\u5e38\u306b\u6b63\u78ba\u306a\u6642\u7cfb\u5217\u4e88\u6e2c\u3092\u5b9f\u73fe\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002Amazon.com \u306b\u304a\u3051\u308b\u6642\u7cfb\u5217\u4e88\u6e2c\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u3068\u540c\u3058\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u57fa\u3065\u3044\u3066\u3044\u308b Forecast \u306f\u3001\u5c65\u6b74\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066future state-of-the-art \u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br>\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d4c\u9a13\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u6642\u7cfb\u5217\u306e\u4e88\u6e2c\u306f\u3001\u5c0f\u58f2\u3001\u91d1\u878d\u3001\u7269\u6d41\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u306a\u3069\u306e\u8907\u6570\u306e\u5206\u91ce\u3067\u6709\u76ca\u3067\u3059\u3002Forecast \u3092\u4f7f\u7528\u3057\u3066\u3001\u5728\u5eab\u3001\u52b4\u50cd\u529b\u3001\u30a6\u30a7\u30d6\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3001\u30b5\u30fc\u30d0\u30fc\u5bb9\u91cf\u3001\u304a\u3088\u3073\u8ca1\u52d9\u306b\u95a2\u3059\u308b\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><br><a href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/forecast\/latest\/dg\/what-is-forecast.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/forecast\/latest\/dg\/what-is-forecast.html<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"419\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/image-1225-1024x419.png\" alt=\"\" class=\"wp-image-10469\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/image-1225-1024x419.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/image-1225-300x123.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/image-1225-768x314.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/image-1225.png 1139w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-luxe-blocks-accordion\" style=\"margin-top:10px;margin-bottom:30px\"><input id=\"1946b8350598174c5d0e8428c405\" class=\"acb\" type=\"checkbox\" style=\"display:none\"\/><label class=\"acl\" for=\"1946b8350598174c5d0e8428c405\" style=\"color:#fff;background-color:#006edc;border:1px solid #006edc;display:flex;margin:0\"><div class=\"act\" style=\"padding:5px 15px;flex:1 0\"><span>Amazon Forecast \u306e\u7279\u9577<\/span><\/div><div class=\"aci\" style=\"margin:5px 0;padding:0 15px;border-left:1px solid #fff\"><\/div><\/label><div class=\"acc\" style=\"border:1px solid #006edc\"><p><\/p>\n<ul>\n<li><strong>\u81ea\u52d5\u6a5f\u68b0\u5b66\u7fd2<\/strong> &#8211; Forecast \u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u6700\u9069\u306a\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u898b\u3064\u3051\u3066\u3001\u8907\u96d1\u306a\u6a5f\u68b0\u5b66\u7fd2\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>State-of-the-art \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/strong> &#8211; Amazon.com \u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u3068\u540c\u3058\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u57fa\u3065\u304f\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u9069\u7528\u3057\u307e\u3059\u3002Forecast \u306f\u3001\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u7d71\u8a08\u624b\u6cd5\u304b\u3089\u8907\u96d1\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u307e\u3067\u3001\u5e45\u5e83\u3044\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6b20\u843d\u5024\u306e\u30b5\u30dd\u30fc\u30c8<\/strong> &#8211; Forecast \u3067\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u6b20\u843d\u5024\u3092\u81ea\u52d5\u7684\u306b\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u3044\u304f\u3064\u304b\u306e filling \u30e1\u30bd\u30c3\u30c9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u8ffd\u52a0\u306e\u30d3\u30eb\u30c8\u30a4\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/strong> &#8211; Forecast \u306f\u3001\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u30d3\u30eb\u30c8\u30a4\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u81ea\u52d5\u7684\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u65e2\u306b\u7279\u5fb4\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3055\u308c\u3066\u304a\u308a\u3001\u8ffd\u52a0\u306e\u8a2d\u5b9a\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">1.\u672c\u691c\u8a3c\u306e\u69cb\u6210\u30a4\u30e1\u30fc\u30b8<\/h2>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha36.png\"><img decoding=\"async\" loading=\"lazy\" width=\"684\" height=\"548\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha36.png\" alt=\"\" class=\"wp-image-10634 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha36.png 684w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha36-300x240.png 300w\" sizes=\"(max-width: 684px) 100vw, 684px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\uff11\uff0eForecast\u3067\u4e88\u6e2c\u306b\u5229\u7528\u3059\u308b\u30c7\u30fc\u30bf\u3092S3\u304b\u3089\u30a4\u30f3\u30dd\u30fc\u30c8<\/p>\n\n\n\n<p>\uff12\uff0eForecast\u3067\u4e88\u6e2c\u3092\u4f5c\u6210<\/p>\n\n\n\n<p>\uff13\uff0e\u4e88\u6e2c\u7d50\u679c\u3092S3\u306bcsv\u5f62\u5f0f\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/p>\n\n\n\n<p>\uff14\uff0eLambda\u3067\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u3001\u30de\u30fc\u30b8\u3092\u884c\u3044csv\u5f62\u5f0f\u51fa\u529b<\/p>\n\n\n\n<p>\uff15\uff0eWebFOCUS\u3067csv\u306b\u5bfe\u3057\u3066\u30b7\u30ce\u30cb\u30e0\u4f5c\u6210\u3001\u5b9f\u7e3e\u5024\u3068\u4e88\u6e2c\u5024\u306eUNION\u8a2d\u5b9a\u3001\u30b0\u30e9\u30d5\u3092\u4f5c\u6210<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">2.\u4e88\u6e2c\u30c7\u30fc\u30bf\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\uff08Forecast\u64cd\u4f5c\uff09<\/h2>\n\n\n\n<p>\u203bForecast\u3067\u4e88\u6e2c\u30c7\u30fc\u30bf\u306e\u751f\u6210\uff08Generate forecasts\uff09\u307e\u3067\u304c\u5b8c\u4e86\u3057\u3066\u3044\u308b\u524d\u63d0\u3067\u306e\u624b\u9806\u3067\u3059\u3002<\/p>\n\n\n\n<p>Forecast\u3067\u5b9f\u884c\u3057\u305f\u4e88\u6e2c\u5206\u6790\u7d50\u679c\u3092\u3001S3\u306e\u4efb\u610f\u306e\u30d0\u30b1\u30c3\u30c8\u306bcsv\u5f62\u5f0f\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<br>Forecast\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u5834\u5408\u3001\u5bfe\u8c61\u306e\u30d0\u30b1\u30c3\u30c8\u5185\u306b\u306f\u4e88\u6e2c\u5206\u6790\u7d50\u679c\u3068\u306a\u308bcsv\u30d5\u30a1\u30a4\u30eb\u304c\u3001\u7d0450\u884c\u3054\u3068\u306b\u533a\u5207\u3089\u308c\u3066\u8907\u6570\u30d5\u30a1\u30a4\u30eb\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha1-1.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"502\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha1-1-1024x502.png\" alt=\"\" class=\"wp-image-10486 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha1-1-1024x502.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha1-1-300x147.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha1-1-768x376.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha1-1.png 1328w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u4e88\u6e2c\u5206\u6790\u7d50\u679c\u3092S3\u30d0\u30b1\u30c3\u30c8\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha2-1.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"533\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha2-1-1024x533.png\" alt=\"\" class=\"wp-image-10487 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha2-1-1024x533.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha2-1-300x156.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha2-1-768x399.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha2-1.png 1169w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u4e88\u6e2c\u5206\u6790\u7d50\u679c\u3068\u306a\u308b\u8907\u6570\u306ecsv\u30d5\u30a1\u30a4\u30eb\u304c\u30d0\u30b1\u30c3\u30c8\u5185\u306b\u751f\u6210\u3055\u308c\u307e\u3059\u3002<br>\u203b\u672c\u624b\u9806\u3067\u306f\u300cforecast_output\u300d\u30d5\u30a9\u30eb\u30c0\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:28px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:28px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">3.S3\u30d0\u30b1\u30c3\u30c8\u5185\u306e\u8907\u6570\u306ecsv\u30d5\u30a1\u30a4\u30eb\u3092\uff11\u3064\u306ecsv\u30d5\u30a1\u30a4\u30eb\u306b\u30de\u30fc\u30b8\u3059\u308b\uff08lambda\u5074\u64cd\u4f5c\uff09<\/h2>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha3.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"470\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha3-1024x470.png\" alt=\"\" class=\"wp-image-10488 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha3-1024x470.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha3-300x138.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha3-768x352.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha3.png 1217w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>lamda\u3092\u8d77\u52d5\u3057\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u3066S3\u30d0\u30b1\u30c3\u30c8\u5185\u306e\u8907\u6570\u306ecsv\u30d5\u30a1\u30a4\u30eb\u30921\u3064\u306ecsv\u30d5\u30a1\u30a4\u30eb\u306b\u30de\u30fc\u30b8\u3057\u307e\u3059\u3002<br>\u30de\u30fc\u30b8\u3059\u308b\u969b\u3001\u9805\u76ee\u540d\u3092\u5148\u982d\u884c\u3060\u3051\u6b8b\u3059\u3001\u65e5\u4ed8\u30c7\u30fc\u30bf\u306e\u3044\u304f\u3064\u304b\u6587\u5b57\u3092\u7f6e\u63db\u3059\u308b\u52a0\u5de5\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-luxe-blocks-accordion\" style=\"margin-top:10px;margin-bottom:30px\"><input id=\"41bef8bff865fca2da65063a5e1a\" class=\"acb\" type=\"checkbox\" style=\"display:none\"\/><label class=\"acl\" for=\"41bef8bff865fca2da65063a5e1a\" style=\"color:#fff;background-color:#006edc;border:1px solid #006edc;display:flex;margin:0\"><div class=\"act\" style=\"padding:5px 15px;flex:1 0\"><span>\uff08\u3054\u53c2\u8003\uff09lambda\u3067\u5b9f\u884c\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff08\u30b5\u30f3\u30d7\u30eb\u306e\u305f\u3081\u5b9f\u88c5\u6642\u306f\u304a\u5ba2\u69d8\u306e\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u3054\u5229\u7528\u304f\u3060\u3055\u3044\uff09<\/span><\/div><div class=\"aci\" style=\"margin:5px 0;padding:0 15px;border-left:1px solid #fff\"><\/div><\/label><div class=\"acc\" style=\"border:1px solid #006edc\"><p><\/p>\n<pre class=\"wp-block-code\"><code>import boto3\nimport csv\nimport os\n\ndef lambda_handler(event, context):\n    s3_bucket = \"webfocus-forecast-awsbucket\"\n    s3_prefix = \"forecast-output\/\"\n\n    s3 = boto3.client(\"s3\")\n\n    # List all objects in the bucket and prefix\n    objects = s3.list_objects(Bucket=s3_bucket, Prefix=s3_prefix)\n\n    # List to store the content of all CSV files\n    csv_contents = &#91;]\n\n    for obj in objects.get(\"Contents\", &#91;]):\n        obj_key = obj&#91;\"Key\"]\n        if obj_key.endswith(\".csv\"):\n            response = s3.get_object(Bucket=s3_bucket, Key=obj_key)\n            content = response&#91;\"Body\"].read().decode(\"utf-8\")\n            csv_contents.append(content)\n\n    # Transform CSV contents\n    transformed_csv_content = transform_csv(csv_contents)\n\n    # Save the transformed CSV content to a temporary file\n    output_file = \"\/tmp\/transformed.csv\"\n    with open(output_file, \"w\") as f:\n        f.write(transformed_csv_content)\n\n    # Upload the file to S3\n    s3_output_path = \"forecast-merge\/transformed.csv\"\n    s3.upload_file(output_file, s3_bucket, s3_output_path)\n\n    print(\"Transformed CSV file saved to '{}'\".format(s3_output_path))\n\n# Function to perform CSV transformations\ndef transform_csv(csv_contents):\n    # Create a new list to hold the transformed lines\n    transformed_lines = &#91;\"item_id,date,p10,p50,p90\"]\n\n    # Iterate through CSV contents and transform\n    for content in csv_contents:\n        # Split the content into lines\n        lines = content.strip().split(\"\\n\")\n\n        # Skip the header line\n        header = lines&#91;0]\n\n        # Iterate through data lines and transform\n        for line in lines&#91;1:]:\n            fields = line.split(\",\")\n            if len(fields) &gt;= 5:\n                item_id, date, p10, p50, p90 = fields\n                transformed_date = date.replace(\"T\", \" \").replace(\"Z\", \"\").replace(\"-\", \"\/\")\n                transformed_line = f\"{item_id},{transformed_date},{p10},{p50},{p90}\"\n                transformed_lines.append(transformed_line)\n\n    # Combine the transformed lines into content\n    transformed_csv_content = \"\\n\".join(transformed_lines)\n    return transformed_csv_content<\/code><\/pre>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha4.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"278\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha4-1024x278.png\" alt=\"\" class=\"wp-image-10490 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha4-1024x278.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha4-300x81.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha4-768x208.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha4-1536x417.png 1536w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha4.png 1571w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300cforecast-merge\u300d\u30d5\u30a9\u30eb\u30c0\u5185\u306b\u300ctransformed.csv\u300d\u3068\u3044\u3046\u30de\u30fc\u30b8\u3055\u308c\u305fcsv\u30d5\u30a1\u30a4\u30eb\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">4.WebFOCUS\u306bS3\u306e\u30a2\u30c0\u30d7\u30bf\u3092\u8a2d\u5b9a\u3059\u308b<\/h2>\n\n\n\n<p>Web\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u30a2\u30c0\u30d7\u30bf\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha5-1.png\"><img decoding=\"async\" loading=\"lazy\" width=\"647\" height=\"436\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha5-1.png\" alt=\"\" class=\"wp-image-10514 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha5-1.png 647w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha5-1-300x202.png 300w\" sizes=\"(max-width: 647px) 100vw, 647px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>Web\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u300c\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:28px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/7-6.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"512\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/7-6-1024x512.png\" alt=\"\" class=\"wp-image-9066 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/7-6-1024x512.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/7-6-300x150.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/7-6-768x384.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/7-6.png 1340w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>+\u3000\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:28px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha6.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"493\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha6-1024x493.png\" alt=\"\" class=\"wp-image-10493 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha6-1024x493.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha6-300x145.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha6-768x370.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha6.png 1411w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u53f3\u5074\u306e\u691c\u7d22\u30a6\u30a3\u30f3\u30c9\u30a6\u3067\u300cS3\u300d\u3092\u691c\u7d22\u3002<br>\u8868\u793a\u3055\u308c\u308b\u30a2\u30a4\u30b3\u30f3\u3092\u30c0\u30d6\u30eb\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:28px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha7.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"493\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha7-1024x493.png\" alt=\"\" class=\"wp-image-10494 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha7-1024x493.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha7-300x145.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha7-768x370.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha7.png 1173w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300c\u65b0\u898f\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:28px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha8-1.png\"><img decoding=\"async\" loading=\"lazy\" width=\"356\" height=\"648\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha8-1.png\" alt=\"\" class=\"wp-image-10500 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha8-1.png 356w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha8-1-165x300.png 165w\" sizes=\"(max-width: 356px) 100vw, 356px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5165\u529b\u3002<\/p>\n\n\n\n<p>\u5165\u529b\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u300c\u30c6\u30b9\u30c8\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u6b63\u5e38\u306b\u63a5\u7d9a\u304c\u3067\u304d\u305f\u3089\u300c\u69cb\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha9.png\"><img decoding=\"async\" loading=\"lazy\" width=\"796\" height=\"465\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha9.png\" alt=\"\" class=\"wp-image-10501 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha9.png 796w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha9-300x175.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha9-768x449.png 768w\" sizes=\"(max-width: 796px) 100vw, 796px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300c\u30c6\u30b9\u30c8\u300d\u7d50\u679c\uff08\u6210\u529f\u6642\uff09\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:49px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-table aligncenter\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30d1\u30e9\u30e1\u30fc\u30bf\u540d<\/th><th>\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6982\u8981<\/th><th>\u5024\uff08\u88dc\u8db3\uff09<\/th><\/tr><\/thead><tbody><tr><td>\u63a5\u7d9a\u540d\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>WebFOCUS\u3067\u5229\u7528\u3059\u308b\u4efb\u610f\u306e\u30a2\u30c0\u30d7\u30bf\u540d<\/td><td>\uff08\u4efb\u610f\u306e\u5024\uff09<\/td><\/tr><tr><td>\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u30a2\u30af\u30bb\u30b9\u30ad\u30fc<\/td><td>\u300cAKI\uff5e\u300d\u3067\u59cb\u307e\u308b\u5024<\/td><\/tr><tr><td>\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306b\u7d10\u3065\u304f\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc<\/td><td>\uff08\u5229\u7528\u4e2d\u306e\u5024\uff09<\/td><\/tr><tr><td>\u30ed\u30fc\u30ebARN<\/td><td>\u30ed\u30fc\u30eb\u306e\u8b58\u5225\u306b\u4f7f\u7528\u3059\u308bARN\uff08Amazon Resource Name\uff09<\/td><td>\uff08\u5229\u7528\u4e2d\u306e\u5024\uff09<\/td><\/tr><tr><td>\u30db\u30b9\u30c8\u30c7\u30d0\u30a4\u30b9\u306eURL<\/td><td>ECS\u306eURL<\/td><td>\uff08\u5229\u7528\u4e2d\u306e\u5024\uff09<\/td><\/tr><tr><td>\u30d0\u30b1\u30c3\u30c8\u540d\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>\u53c2\u7167\u5148\u306eS3\u30d0\u30b1\u30c3\u30c8\u540d<\/td><td>\u300c\u30ea\u30fc\u30b8\u30e7\u30f3\u540d\/\u30d0\u30b1\u30c3\u30c8\u540d\u300d<\/td><\/tr><tr><td>\u30eb\u30fc\u30c8\u30d5\u30a9\u30eb\u30c0\u306e\u30d1\u30b9<\/td><td>\u9078\u629e\u3057\u305f\u30d0\u30b1\u30c3\u30c8\u5185\u3067\u30eb\u30fc\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u30d5\u30a9\u30eb\u30c0<\/td><td>\uff08\u5229\u7528\u4e2d\u306e\u5024\uff09<\/td><\/tr><tr><td>Java AWS SDK \u30d0\u30fc\u30b8\u30e7\u30f3\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>Java AWS SDK\u306e\u30d0\u30fc\u30b8\u30e7\u30f3(1 or 2)<\/td><td>1\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5.S3\u30a2\u30c0\u30d7\u30bf\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u5272\u308a\u5f53\u3066\u308b<\/h2>\n\n\n\n<p>\u4f5c\u6210\u3057\u305fS3\u30d0\u30b1\u30c3\u30c8\u306e\u30a2\u30c0\u30d7\u30bf\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u5272\u308a\u5f53\u3066\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha10.png\"><img decoding=\"async\" loading=\"lazy\" width=\"835\" height=\"302\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha10.png\" alt=\"\" class=\"wp-image-10504 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha10.png 835w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha10-300x109.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha10-768x278.png 768w\" sizes=\"(max-width: 835px) 100vw, 835px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300c\u7ba1\u7406\u300d-\u300c\u5916\u90e8\u30ea\u30dd\u30b8\u30c8\u30ea\u300d-\u300cAWS S3 \u30c9\u30e9\u30a4\u30d6\u30ea\u30dd\u30b8\u30c8\u30ea\u300d-\u300c\u65e2\u5b58\u63a5\u7d9a\u3078\u306e\u30ea\u30f3\u30af\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha11.png\"><img decoding=\"async\" loading=\"lazy\" width=\"894\" height=\"437\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha11.png\" alt=\"\" class=\"wp-image-10505 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha11.png 894w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha11-300x147.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha11-768x375.png 768w\" sizes=\"(max-width: 894px) 100vw, 894px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300c\u63a5\u7d9a\u300d\u3067\u8a72\u5f53\u306e\u63a5\u7d9a\u5148\u3092\u9078\u629e\u3057\u300cOK\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha12-3.png\"><img decoding=\"async\" loading=\"lazy\" width=\"901\" height=\"461\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha12-3.png\" alt=\"\" class=\"wp-image-10511 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha12-3.png 901w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha12-3-300x153.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha12-3-768x393.png 768w\" sizes=\"(max-width: 901px) 100vw, 901px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5165\u529b\u3002<\/p>\n\n\n\n<p>\u5165\u529b\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u300cOK\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-table aligncenter\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30d1\u30e9\u30e1\u30fc\u30bf\u540d<\/th><th>\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6982\u8981<\/th><th>\u5024\uff08\u88dc\u8db3\uff09<\/th><\/tr><\/thead><tbody><tr><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30bf\u30a4\u30d7\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>S3\u30a2\u30c0\u30d7\u30bf\u306e\u63a5\u7d9a\u540d\u3092\u9078\u629e<\/td><td>CON01(\u672c\u624b\u9806\u306e\u5834\u5408)<\/td><\/tr><tr><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u540d\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>\u4efb\u610f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30a9\u30eb\u30c0\u540d<\/td><td>aws02(\u672c\u624b\u9806\u306e\u5834\u5408)<\/td><\/tr><tr><td>\u7269\u7406\u30d1\u30b9\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>\u53c2\u7167\u5148S3\u30d0\u30b1\u30c3\u30c8\u306e\u30d1\u30b9<\/td><td>AWS:\/CON01\/forecast-merge<br>(\u672c\u624b\u9806\u306e\u5834\u5408)<\/td><\/tr><tr><td>\u30de\u30c3\u30d4\u30f3\u30b0\u5148<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>\u30de\u30c3\u30d4\u30f3\u30b0\u5148\u306e\u72b6\u614b\u3092\u9078\u629e<\/td><td>\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/td><\/tr><tr><td>\u8aac\u660e<\/td><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30a9\u30eb\u30c0\u306e\u8aac\u660e\u6587<\/td><td>\uff08\u4efb\u610f\u306e\u5024\uff09<\/td><\/tr><tr><td>APPPATH \u306b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u8ffd\u52a0\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30b9\u306b\u8ffd\u52a0\u3059\u308b\u304b\u3092\u9078\u629e<\/td><td>\u30c1\u30a7\u30c3\u30af<\/td><\/tr><tr><td>APPPATH \u5185\u306e\u4f4d\u7f6e<\/td><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30b9\u306e\u53c2\u7167\u9806\u3092\u9078\u629e<\/td><td>\u6700\u5f8c<\/td><\/tr><tr><td>\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3000<span data-color=\"#ffa500\" style=\"background: linear-gradient(transparent 60%,rgba(255, 165, 0, 0.7) 0);\" class=\"vk_highlighter\">\u203b\u5fc5\u9808<\/span><\/td><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30b9\u3092\u6307\u5b9a\u3059\u308b\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u9078\u629e<\/td><td>edasprof<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha13.png\"><img decoding=\"async\" loading=\"lazy\" width=\"652\" height=\"438\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha13.png\" alt=\"\" class=\"wp-image-10512 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha13.png 652w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha13-300x202.png 300w\" sizes=\"(max-width: 652px) 100vw, 652px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u4e00\u89a7\u306b\u30d5\u30a9\u30eb\u30c0\u304c\u4f5c\u6210\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3001\u30d5\u30a9\u30eb\u30c0\u3092\u30c0\u30d6\u30eb\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u8a72\u5f53csv\u30d5\u30a1\u30a4\u30eb\u304c\u8868\u793a\u3055\u308c\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">6.\u30b7\u30ce\u30cb\u30e0\u3092\u4f5c\u6210\u3059\u308b<\/h2>\n\n\n\n<p>S3\u30d0\u30b1\u30c3\u30c8\u5185\u306ecsv\u30d5\u30a1\u30a4\u30eb\u3092\u691c\u7d22\u3059\u308b\u305f\u3081\u306e\u30b7\u30ce\u30cb\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<br>\u203b\u4e88\u6e2c\u5206\u6790\u5143\u306e\u30c7\u30fc\u30bf\uff08\u30c6\u30fc\u30d6\u30eb\uff09\u306e\u30b7\u30ce\u30cb\u30e0\u306f\u4f5c\u6210\u6e08\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha5-2.png\"><img decoding=\"async\" loading=\"lazy\" width=\"647\" height=\"436\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha5-2.png\" alt=\"\" class=\"wp-image-10515 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha5-2.png 647w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha5-2-300x202.png 300w\" sizes=\"(max-width: 647px) 100vw, 647px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>Web\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u300c\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha14.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"494\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha14-1024x494.png\" alt=\"\" class=\"wp-image-10516 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha14-1024x494.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha14-300x145.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha14-768x371.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha14.png 1162w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300c\u30c7\u30fc\u30bf\u306b\u63a5\u7d9a\u300d\u5185\u306e\u300c\u533a\u5207\u308a\u4ed8\u304d\u30d5\u30a1\u30a4\u30eb\uff08CSV\/TAB\uff09\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha15.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"497\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha15-1024x497.png\" alt=\"\" class=\"wp-image-10517 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha15-1024x497.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha15-300x146.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha15-768x373.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha15.png 1166w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300clocal\u300d\u3092\u9078\u629e\u3057\u3001\u300c\u9078\u629e\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha16.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"494\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha16-1024x494.png\" alt=\"\" class=\"wp-image-10518 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha16-1024x494.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha16-300x145.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha16-768x371.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha16.png 1164w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300c\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u300d\u306b\u53c2\u7167\u5148\u3068\u306a\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30a9\u30eb\u30c0\uff08aws02\uff09\u3092\u9078\u629e\u3057\u3001\u300c\u6b21\u3078\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha17.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"494\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha17-1024x494.png\" alt=\"\" class=\"wp-image-10520 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha17-1024x494.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha17-300x145.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha17-768x370.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha17.png 1163w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5165\u529b\u3002<\/p>\n\n\n\n<p>\u5165\u529b\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u300c\u8ffd\u52a0\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha18.png\"><img decoding=\"async\" loading=\"lazy\" width=\"647\" height=\"292\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha18.png\" alt=\"\" class=\"wp-image-10521 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha18.png 647w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha18-300x135.png 300w\" sizes=\"(max-width: 647px) 100vw, 647px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u6307\u5b9a\u3057\u305f\u30d5\u30a9\u30eb\u30c0\u306b\u3001\u30b7\u30ce\u30cb\u30e0\u304c\u4f5c\u6210\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">7.\u30b7\u30ce\u30cb\u30e0\u3092\u7de8\u96c6\u3057\u4e00\u6642\u9805\u76ee\u3092\u4f5c\u6210\u3059\u308b<\/h2>\n\n\n\n<p>\u4e88\u6e2c\u5206\u6790\u5143\u306e\u9805\u76ee\u3068UNION\u3059\u308b\u305f\u3081\u306b\u306fUNION\u3059\u308b\u9805\u76ee\u304c\u5b58\u5728\u3057\u3066\u3044\u308b\u3053\u3068\u3084\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u4e00\u81f4\u3057\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u305d\u306e\u305f\u3081\u3001\u4e00\u6642\u9805\u76ee\u3092\u4f5c\u6210\u3057\u3066UNION\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u3088\u3046\u306b\u7de8\u96c6\u3092\u884c\u3044\u307e\u3059\u3002<br>\u203b\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u4e88\u6e2c\u5206\u6790\u5143\u306e\u30b7\u30ce\u30cb\u30e0\u3082\u7de8\u96c6\u304c\u5fc5\u8981\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"464\" height=\"299\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha25-1.png\" alt=\"\" class=\"wp-image-10534\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha25-1.png 464w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha25-1-300x193.png 300w\" sizes=\"(max-width: 464px) 100vw, 464px\" \/><\/figure><\/div>\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha19.png\"><img decoding=\"async\" loading=\"lazy\" width=\"595\" height=\"290\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha19.png\" alt=\"\" class=\"wp-image-10523 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha19.png 595w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha19-300x146.png 300w\" sizes=\"(max-width: 595px) 100vw, 595px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u8a72\u5f53\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u53f3\u30af\u30ea\u30c3\u30af-\u300c\u958b\u304f\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha20.png\"><img decoding=\"async\" loading=\"lazy\" width=\"554\" height=\"284\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha20.png\" alt=\"\" class=\"wp-image-10524 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha20.png 554w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha20-300x154.png 300w\" sizes=\"(max-width: 554px) 100vw, 554px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u30b7\u30ce\u30cb\u30e0\u540d\u306e\u90e8\u5206\u3092\u53f3\u30af\u30ea\u30c3\u30af-\u300c\u65b0\u898f\u5f0f\u300d-\u300c\u4e00\u6642\u9805\u76ee\uff08DEFINE\uff09\u306e\u8a73\u7d30\u8a2d\u5b9a\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha21.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"444\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha21-1024x444.png\" alt=\"\" class=\"wp-image-10525 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha21-1024x444.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha21-300x130.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha21-768x333.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha21.png 1081w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300c\u30bf\u30a4\u30c8\u30eb\u300d\uff08value\uff09\u3001\u300c\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u300d\uff08D20.2\uff09\u3001\u5f0f\uff08MISSING\uff09\u3092\u5165\u529b\u3057\u3066\u300cOK\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha23.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"464\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha23-1024x464.png\" alt=\"\" class=\"wp-image-10528 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha23-1024x464.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha23-300x136.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha23-768x348.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha23.png 1180w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300c\u4fdd\u5b58\u300d\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u4fdd\u5b58\u5f8c\u3001\u300c\u7d42\u4e86\u3057\u3066\u30d5\u30eb\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u3082\u623b\u308b\u300d\uff08\u2613\u306e\u30a2\u30a4\u30b3\u30f3\uff09\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<p>\u88dc\u8db3\uff1a\u672c\u624b\u9806\u3067\u306f\u4e88\u6e2c\u5206\u6790\u5143\u306e\u30b7\u30ce\u30cb\u30e0\u3082\u7de8\u96c6\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha24.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"280\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha24-1024x280.png\" alt=\"\" class=\"wp-image-10530 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha24-1024x280.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha24-300x82.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha24-768x210.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha24.png 1170w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300ctransformed\u300d\u30b7\u30ce\u30cb\u30e0\u306b\u306e\u307f\u5b58\u5728\u3057\u3066\u3044\u308b\uff13\u3064\u306e\u9805\u76ee\u3092\u3001NULL\uff08MISSING\uff09\u3068\u3059\u308b\u4e00\u6642\u9805\u76ee\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">8.Designer\u3067UNION\u3092\u5b9f\u65bd\u3059\u308b<\/h2>\n\n\n\n<p>Designer\u3067\u4e88\u6e2c\u5206\u6790\u5143\u30b7\u30ce\u30cb\u30e0\u3068\u4e88\u6e2c\u5206\u6790\u7d50\u679c\u30b7\u30ce\u30cb\u30e0\u3092\u7d50\u5408\uff08UNION\uff09\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha26.png\"><img decoding=\"async\" loading=\"lazy\" width=\"299\" height=\"164\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha26.png\" alt=\"\" class=\"wp-image-10538 size-full\"\/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>WebFOUCS Hub\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u300c\uff0b\u300d\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u300c\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha27-1.png\"><img decoding=\"async\" loading=\"lazy\" width=\"736\" height=\"425\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha27-1.png\" alt=\"\" class=\"wp-image-10540 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha27-1.png 736w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha27-1-300x173.png 300w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u4e88\u6e2c\u5206\u6790\u7d50\u679c\u30b7\u30ce\u30cb\u30e0\uff08transformed.mas\uff09\u3092\u9078\u629e\u3057\u3001\u300c\u30c7\u30fc\u30bf\u306e\u6e96\u5099\/\u62bd\u51fa\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha28.png\"><img decoding=\"async\" loading=\"lazy\" width=\"754\" height=\"251\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha28.png\" alt=\"\" class=\"wp-image-10541 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha28.png 754w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha28-300x100.png 300w\" sizes=\"(max-width: 754px) 100vw, 754px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u300cUNION\u306e\u633f\u5165\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha29-1.png\"><img decoding=\"async\" loading=\"lazy\" width=\"896\" height=\"405\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha29-1.png\" alt=\"\" class=\"wp-image-10543 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha29-1.png 896w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha29-1-300x136.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha29-1-768x347.png 768w\" sizes=\"(max-width: 896px) 100vw, 896px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u4e88\u6e2c\u5206\u6790\u5143\u30b7\u30ce\u30cb\u30e0\uff08electricityusagedata.mas\uff09\u3092\u9078\u629e\u3057\u3001\u300cOK\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha30.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"479\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha30-1024x479.png\" alt=\"\" class=\"wp-image-10544 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha30-1024x479.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha30-300x140.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha30-768x359.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha30.png 1154w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>UNION\u306e\u30a2\u30a4\u30b3\u30f3\u3092\u53f3\u30af\u30ea\u30c3\u30af-\u300cUNION\u30a8\u30c7\u30a3\u30bf\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha31.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"515\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha31-1024x515.png\" alt=\"\" class=\"wp-image-10545 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha31-1024x515.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha31-300x151.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha31-768x386.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha31.png 1167w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u30ea\u30b9\u30c8\u3067\u300cUNION ALL(\u91cd\u8907\u3092\u542b\u3080)\u300d\u304c\u9078\u629e\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3001UNION\u5bfe\u8c61\u306e\u9805\u76ee\u306b\u554f\u984c\u304c\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3001\u300c\u4fdd\u5b58\u300d\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">9.Designer\u3067\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b<\/h2>\n\n\n\n<p>\u30d5\u30a3\u30eb\u30bf\u8a2d\u5b9a\u306a\u3069\u5fc5\u8981\u306a\u51e6\u7406\u3092\u5b9f\u65bd\u5f8c\u3001Designer\u3067\u30b0\u30e9\u30d5\u306e\u4f5c\u6210\u3092\u304a\u3053\u306a\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha33.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"477\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha33-1024x477.png\" alt=\"\" class=\"wp-image-10549 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha33-1024x477.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha33-300x140.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha33-768x357.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha33.png 1156w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p>\u4e0a\u90e8\u306e\u300c\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u300d\u30bf\u30d6\u3092\u30af\u30ea\u30c3\u30af\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha34.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"489\" src=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha34-1024x489.png\" alt=\"\" class=\"wp-image-10550 size-full\" srcset=\"https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha34-1024x489.png 1024w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha34-300x143.png 300w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha34-768x367.png 768w, https:\/\/fobi.ashisuto.co.jp\/tech\/wp-content\/uploads\/amazonforecast_captcha34.png 1154w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div 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