{"id":3835,"date":"2025-09-18T17:09:47","date_gmt":"2025-09-18T09:09:47","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3835"},"modified":"2025-09-18T17:09:47","modified_gmt":"2025-09-18T09:09:47","slug":"aws-athena-easily-embark-on-the-path-of-serverless-data-analytics","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/aws-athena\u306f\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30c7\u30fc\u30bf\u5206\u6790\u3078\u306e\u9053\u3092\u5bb9\u6613\u306b\u6b69\u307f\/","title":{"rendered":"AWS Athena: \u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30c7\u30fc\u30bf\u5206\u6790\u3078\u306e\u65c5\u3092\u7c21\u5358\u306b\u59cb\u3081\u308b"},"content":{"rendered":"<p>\u4eca\u65e5\u306e\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u4f01\u696d\u306f\u30ed\u30b0\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3001\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u65e5\u3005\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u52b9\u7387\u6027\u3068\u30b3\u30b9\u30c8\u7ba1\u7406\u3092\u78ba\u4fdd\u3057\u306a\u304c\u3089\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u8fc5\u901f\u306b\u5206\u6790\u3057\u3001\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u306f\u3001IT\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30a2\u30de\u30be\u30f3\u30a2\u30c6\u30ca<\/strong> Athena\u306f\u3053\u306e\u76ee\u7684\u306e\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u307e\u3057\u305f\u3002\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30af\u30a8\u30ea\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308bAthena\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u8907\u96d1\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u6a19\u6e96SQL\u3092\u4f7f\u7528\u3057\u3066Amazon S3\u5185\u306e\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5206\u6790\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u30b3\u30a2\u3068\u306a\u308b\u5229\u70b9<\/h4>\n<ol>\n<li><strong>\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong><\/li>\n<li>\u30b5\u30fc\u30d0\u30fc\u306e\u5c0e\u5165\u3001\u8a2d\u5b9a\u3001\u7ba1\u7406\u306f\u4e0d\u8981\u3067\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u30af\u30a8\u30ea\u81ea\u4f53\u306b\u96c6\u4e2d\u3067\u304d\u308b\u305f\u3081\u3001\u904b\u7528\u30fb\u4fdd\u5b88\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u5f93\u91cf\u5236\u3067\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u9ad8\u3044<\/strong><\/li>\n<li>\u6599\u91d1\u306f\u30af\u30a8\u30ea\u306b\u3088\u3063\u3066\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u91cf\u306b\u57fa\u3065\u3044\u3066\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002Parquet\u3084ORC\u306a\u3069\u306e\u5217\u6307\u5411\u30b9\u30c8\u30ec\u30fc\u30b8\u5f62\u5f0f\u3068\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u6226\u7565\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u3001\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>AWS\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408<\/strong><\/li>\n<\/ol>\n<ul>\n<li>\u305d\u3057\u3066 <strong>AWS Glue \u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0<\/strong> \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3068\u4e00\u5143\u7ba1\u7406\u3002<\/li>\n<li>\u7d44\u307f\u5408\u308f\u305b\u53ef\u80fd <strong>Amazon \u30af\u30a4\u30c3\u30af\u30b5\u30a4\u30c8<\/strong> \u8996\u899a\u7684\u306a\u5206\u6790\u3068\u30ec\u30dd\u30fc\u30c8\u8868\u793a\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/li>\n<li>IAM \u6a29\u9650\u30dd\u30ea\u30b7\u30fc\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u304c\u78ba\u4fdd\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<ol>\n<li><strong>\u6a19\u6e96SQL\u30b5\u30dd\u30fc\u30c8<\/strong><\/li>\n<li>Presto \u30a8\u30f3\u30b8\u30f3\u3092\u30d9\u30fc\u30b9\u3068\u3057\u3001\u8907\u96d1\u306a SQL \u6a5f\u80fd (JOIN\u3001\u30a6\u30a3\u30f3\u30c9\u30a6\u95a2\u6570\u3001\u914d\u5217\/\u30de\u30c3\u30d4\u30f3\u30b0\u306a\u3069) \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u7c21\u5358\u306b\u4f7f\u3044\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h4>\u5178\u578b\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa<\/h4>\n<ul>\n<li><strong>\u30ed\u30b0\u5206\u6790<\/strong>: S3 \u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30ed\u30b0\u3068\u30b7\u30b9\u30c6\u30e0 \u30ed\u30b0\u3092\u76f4\u63a5\u30af\u30a8\u30ea\u3057\u3066\u3001\u554f\u984c\u3092\u3059\u3070\u3084\u304f\u7279\u5b9a\u3057\u3001\u50be\u5411\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30a2\u30c9\u30db\u30c3\u30af\u30c7\u30fc\u30bf\u63a2\u7d22<\/strong>: \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u69cb\u7bc9\u305b\u305a\u306b\u3001\u8fc5\u901f\u306b\u63a2\u7d22\u304a\u3088\u3073\u691c\u8a3c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30af\u30a8\u30ea<\/strong>: \u30c7\u30fc\u30bf \u30ec\u30a4\u30af \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u91cd\u8981\u306a\u90e8\u5206\u3068\u3057\u3066\u3001Athena \u306f\u30ec\u30a4\u30af\u5185\u306e\u30c7\u30fc\u30bf\u306b\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3057\u3066\u5206\u6790\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30ec\u30dd\u30fc\u30c8<\/strong>: BI \u30c4\u30fc\u30eb\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4>Athena \u3068 Amazon Redshift \u306e\u9055\u3044<\/h4>\n<ul>\n<li><strong>\u30a2\u30de\u30be\u30f3\u30a2\u30c6\u30ca<\/strong> \u30a2\u30c9\u30db\u30c3\u30af \u30af\u30a8\u30ea\u3001\u63a2\u7d22\u7684\u5206\u6790\u3001\u30b3\u30b9\u30c8\u91cd\u8996\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u30a2\u30de\u30be\u30f3\u30ec\u30c3\u30c9\u30b7\u30d5\u30c8<\/strong> \u30af\u30e9\u30a6\u30c9 \u30c7\u30fc\u30bf \u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u3057\u3066\u3001\u5927\u898f\u6a21\u3067\u983b\u7e41\u304b\u3064\u8907\u96d1\u306a\u5206\u6790\u3084\u30ec\u30dd\u30fc\u30c8\u306e\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a2d\u8a08\u3059\u308b\u969b\u3001\u4f01\u696d\u306f\u30d3\u30b8\u30cd\u30b9 \u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u9078\u629e\u3057\u305f\u308a\u3001\u4e21\u8005\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u7d50\u8ad6<\/h4>\n<p>Amazon Athena \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u4f01\u696d\u306f\u8ffd\u52a0\u306e\u904b\u7528\u6295\u8cc7\u3092\u3059\u308b\u3053\u3068\u306a\u304f\u3059\u3050\u306b\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3068\u5206\u6790\u3092\u958b\u59cb\u3067\u304d\u3001\u7d44\u7e54\u306f\u4f4e\u30b3\u30b9\u30c8\u304b\u3064\u9ad8\u3044\u52b9\u7387\u3067\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u4fa1\u5024\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3068\u3057\u3066 <strong>AWS\u516c\u5f0f\u30ea\u30bb\u30e9\u30fc<\/strong>\u306f\u3001\u4f01\u696d\u306b\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u306e Athena \u95a2\u9023\u306e\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3001\u5c0e\u5165\u3001\u6700\u9069\u5316\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u9867\u5ba2\u304c\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u69cb\u7bc9\u3057\u3001\u30c7\u30b8\u30bf\u30eb\u5909\u9769\u3092\u52a0\u901f\u3067\u304d\u308b\u3088\u3046\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u4eca\u65e5\u306e\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u4f01\u696d\u306f\u30ed\u30b0\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3001\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u65e5\u3005\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u52b9\u7387\u6027\u3068\u30b3\u30b9\u30c8\u7ba1\u7406\u3092\u78ba\u4fdd\u3057\u306a\u304c\u3089\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u8fc5\u901f\u306b\u5206\u6790\u3057\u3001\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u306f\u3001IT\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":3836,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-3835","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/3835","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/comments?post=3835"}],"version-history":[{"count":1,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/3835\/revisions"}],"predecessor-version":[{"id":3837,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/3835\/revisions\/3837"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media\/3836"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media?parent=3835"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/categories?post=3835"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/tags?post=3835"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}