{"id":25131,"date":"2023-12-07T09:47:51","date_gmt":"2023-12-07T00:47:51","guid":{"rendered":"https:\/\/www.skyarch.net\/blog\/?p=25131"},"modified":"2023-12-07T09:47:51","modified_gmt":"2023-12-07T00:47:51","slug":"dat343-%e3%82%bb%e3%83%83%e3%82%b7%e3%83%a7%e3%83%b3%e3%83%ac%e3%83%9d%e3%83%bc%e3%83%88%ef%bc%9a-new-launch-analyze-amazon-aurora-postgresql-data-in-amazon-redshift-with-zero-etl","status":"publish","type":"post","link":"https:\/\/www.skyarch.net\/blog\/dat343-%e3%82%bb%e3%83%83%e3%82%b7%e3%83%a7%e3%83%b3%e3%83%ac%e3%83%9d%e3%83%bc%e3%83%88%ef%bc%9a-new-launch-analyze-amazon-aurora-postgresql-data-in-amazon-redshift-with-zero-etl\/","title":{"rendered":"DAT343 \u30bb\u30c3\u30b7\u30e7\u30f3\u30ec\u30dd\u30fc\u30c8\uff1a [NEW LAUNCH] Analyze Amazon Aurora PostgreSQL data in Amazon Redshift with zero-ETL"},"content":{"rendered":"<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/0c67212753a59516c9a6c26bfb038b57.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/0c67212753a59516c9a6c26bfb038b57.jpg\" alt=\"\" width=\"1264\" height=\"648\" class=\"alignnone size-full wp-image-25132\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/0c67212753a59516c9a6c26bfb038b57.jpg 1264w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/0c67212753a59516c9a6c26bfb038b57-300x154.jpg 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/0c67212753a59516c9a6c26bfb038b57-1024x525.jpg 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/0c67212753a59516c9a6c26bfb038b57-768x394.jpg 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/0c67212753a59516c9a6c26bfb038b57-728x373.jpg 728w\" sizes=\"auto, (max-width: 1264px) 100vw, 1264px\" \/><\/a>\n<p><a href=\"https:\/\/aws.amazon.com\/jp\/about-aws\/whats-new\/2023\/11\/amazon-aurora-postgresql-zero-etl-integration-redshift-public-preview\/\">\u3053\u3061\u3089<\/a>\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u306b\u5bfe\u3059\u308b\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u53bb\u5e74\u767a\u8868\u3055\u308c\u305fAurora-MySQL\u304b\u3089Redshift\u3078\u306eZero-ETL\u7d71\u5408\u306ePostgreSQL\u7248\u30ea\u30ea\u30fc\u30b9\u306b\u5bfe\u3059\u308b\u30bb\u30c3\u30b7\u30e7\u30f3\/\u30bc\u30edETL deep dive\u30bb\u30c3\u30b7\u30e7\u30f3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u30bb\u30c3\u30b7\u30e7\u30f3\u6982\u8981<\/h2>\n<blockquote><p>\n  AWS is investing in a zero-ETL future so organizations can quickly and easily connect to and act on all their data across services. AWS just announced a new zero-ETL integration that helps you unlock the data in your Amazon Aurora PostgreSQL-Compatible Edition databases and makes it available in your Amazon Redshift data warehouse within seconds of the data updates being written. In this session, learn about the capabilities of the Aurora PostgreSQL zero-ETL integration with Amazon Redshift. Walk away from this session with a practical understanding of the capabilities of this zero-ETL integration.<\/p>\n<p>  AWS\u306f\u30bc\u30edETL\u306e\u672a\u6765\u306b\u6295\u8cc7\u3057\u3066\u304a\u308a\u3001\u7d44\u7e54\u306f\u8fc5\u901f\u304b\u3064\u5bb9\u6613\u306b\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u306b\u63a5\u7d9a\u3057\u3001\u884c\u52d5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002AWS\u306f\u3001Amazon Aurora PostgreSQL\u4e92\u63db\u7248\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u3092\u30a2\u30f3\u30ed\u30c3\u30af\u3057\u3001\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u304c\u66f8\u304d\u8fbc\u307e\u308c\u305f\u6570\u79d2\u4ee5\u5185\u306bAmazon Redshift\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3001\u65b0\u3057\u3044\u30bc\u30edETL\u7d71\u5408\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001Amazon Redshift\u3068Aurora PostgreSQL\u306e\u30bc\u30edETL\u7d71\u5408\u306e\u6a5f\u80fd\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3059\u3002\u3053\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u306e\u30bc\u30edETL\u7d71\u5408\u306e\u6a5f\u80fd\u3092\u5b9f\u8df5\u7684\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\n<\/p><\/blockquote>\n<h2>Amazon Aurora \u3068 Amazon Redshift \u30bc\u30edETL\u7d71\u5408<\/h2>\n<p>\u30bc\u30edETL\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001Amazon Redshift\u304b\u3089\u5404\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30bc\u30edETL\u3068\u3044\u3046\u540d\u306e\u901a\u308a\u3001 ETL \u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u300cExtract \uff08\u62bd\u51fa\uff09\u300d\u300cTransform \uff08\u5909\u63db\uff09\u300d\u300cLoad \uff08\u66f8\u304d\u51fa\u3057\uff09\u300d\u306e\u69cb\u7bc9\u306a\u3057\u3067\u30c7\u30fc\u30bf\u306e\u9023\u643a\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30e1\u30ea\u30c3\u30c8<\/h3>\n<h4>\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/h4>\n<p>Amazon Redshift \u3067 Aurora \u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306b\u6570\u79d2\u3067\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u3067\u3082\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>\u4f7f\u3044\u3084\u3059\u3044<\/h4>\n<p>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306b\u79fb\u52d5\u3059\u308b\u305f\u3081\u306e ETL \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u3066\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u306a\u304f\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8fc5\u901f\u306b\u5206\u6790\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u7d71\u5408<\/h4>\n<p>\u8907\u6570\u306e Aurora \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30e9\u30b9\u30bf\u30fc\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u30c7\u30fc\u30bf\u3092 1 \u3064\u306e Amazon Redshift \u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u8907\u88fd\u3057\u3066\u3001\u8907\u6570\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u308f\u305f\u3063\u3066\u7d71\u5408\u5206\u6790\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<h4>\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u306a\u3057<\/h4>\n<p>Amazon Aurora Serverless v2 \u3068 Amazon Redshift Serverless \u306e\u4e21\u65b9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3067\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/h3>\n<h4>\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u904b\u7528\u4e0a\u306e\u5206\u6790<\/h4>\n<p>Amazon Redshift \u306e\u5206\u6790\u3068 ML \u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3084\u305d\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u304b\u3089\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u5f15\u304d\u51fa\u3057\u3001\u6642\u9593\u7684\u5236\u7d04\u306e\u3042\u308b\u91cd\u8981\u306a\u30a4\u30d9\u30f3\u30c8\u306b\u52b9\u679c\u7684\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u306b\u3088\u308a\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3001\u6700\u9069\u5316\u3055\u308c\u305f\u30b2\u30fc\u30e0\u4f53\u9a13\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u76e3\u8996\u3001\u4e0d\u6b63\u691c\u51fa\u3001\u9867\u5ba2\u884c\u52d5\u5206\u6790\u306a\u3069\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u3064\u3044\u3066\u3001\u3088\u308a\u6b63\u78ba\u3067\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>\u5927\u898f\u6a21\u306a\u5206\u6790<\/h4>\n<p>Amazon Redshift \u3068\u306e Aurora \u30bc\u30ed ETL \u7d71\u5408\u306b\u3088\u308a\u3001Amazon Redshift \u306e\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u8907\u6570\u306e Aurora \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30e9\u30b9\u30bf\u30fc\u304b\u3089\u7d71\u5408\u3055\u308c\u305f\u30da\u30bf\u30d0\u30a4\u30c8\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u7d44\u307f\u8fbc\u307f ML\u3001\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30d3\u30e5\u30fc\u3001\u30c7\u30fc\u30bf\u5171\u6709\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3084\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3078\u306e\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u30a2\u30af\u30bb\u30b9\u306a\u3069\u3001Amazon Redshift \u306e\u5305\u62ec\u7684\u306a\u5206\u6790\u6a5f\u80fd\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002Amazon Redshift ML \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001Amazon SageMaker \u306b\u30cd\u30a4\u30c6\u30a3\u30d6\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u7c21\u5358\u306a SQL \u30b3\u30de\u30f3\u30c9\u3067\u4f55\u5341\u5104\u3082\u306e\u4e88\u6e2c\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>\u904b\u7528\u8ca0\u62c5\u3092\u524a\u6e1b\u3059\u308b<\/h4>\n<p>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u4e2d\u592e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u79fb\u52d5\u3059\u308b\u306b\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3 ETL \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9\u3001\u4fdd\u5b88\u3001\u904b\u7528\u304c\u5fc5\u8981\u3067\u3059\u3002\u30bc\u30ed ETL \u7d71\u5408\u306b\u3088\u308a\u3001\u30b9\u30ad\u30fc\u30de\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u3001\u30c7\u30fc\u30bf\u5909\u66f4\u3092 Aurora \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u65b0\u898f\u307e\u305f\u306f\u65e2\u5b58\u306e Amazon Redshift \u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u8907\u88fd\u3067\u304d\u307e\u3059\u3002\u30bc\u30ed ETL \u7d71\u5408\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u7ba1\u7406\u304c\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u958b\u59cb\u65b9\u6cd5<\/h3>\n<p>Aurora \u3068 Amazon Redshift \u9593\u306e\u30bc\u30edETL\u7d71\u5408\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3057\u3066 Aurora DB \u30af\u30e9\u30b9\u30bf\u30fc\u3092\u6307\u5b9a\u3057\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u3057\u3066 Amazon Redshift \u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u7d71\u5408\u306b\u3088\u308a\u3001\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u30bf\u30fc\u30b2\u30c3\u30c8\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u30c7\u30fc\u30bf\u304c\u8907\u88fd\u3055\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306f\u6570\u79d2\u3067 Amazon Redshift \u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u30c7\u30fc\u30bf\u306e Amazon Redshift \u5206\u6790\u3068 ML \u6a5f\u80fd\u3092\u4f7f\u3044\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u4f7f\u3044\u65b9<\/h2>\n<p>RDS\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u300c\u30bc\u30edETL\u7d71\u5408\u300d\u306e\u8a2d\u5b9a\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u305d\u3061\u3089\u304b\u3089\u8a2d\u5b9a\u3092\u3057\u3066\u3044\u304f\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/76ead15dc2899ee30711f4368fb65e5f.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/76ead15dc2899ee30711f4368fb65e5f.jpg\" alt=\"\" width=\"1863\" height=\"774\" class=\"alignnone size-full wp-image-25133\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/76ead15dc2899ee30711f4368fb65e5f.jpg 1863w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/76ead15dc2899ee30711f4368fb65e5f-300x125.jpg 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/76ead15dc2899ee30711f4368fb65e5f-1024x425.jpg 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/76ead15dc2899ee30711f4368fb65e5f-768x319.jpg 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/76ead15dc2899ee30711f4368fb65e5f-1536x638.jpg 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/76ead15dc2899ee30711f4368fb65e5f-728x302.jpg 728w\" sizes=\"auto, (max-width: 1863px) 100vw, 1863px\" \/><\/a>\n<p>\u5927\u307e\u304b\u306a\u8a2d\u5b9a\u624b\u9806\u3068\u3057\u3066\u306f\u3001<br \/>\n1. DB\u30d1\u30e9\u30e1\u30fc\u30bf\u30b0\u30eb\u30fc\u30d7\u306e\u8a2d\u5b9a<br \/>\n2. \u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u306a\u308bRedshift\u3092\u9078\u629e \u203bIAM\u30a2\u30af\u30bb\u30b9\u304c\u5fc5\u8981<br \/>\n3. \u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u30bf\u30fc\u30b2\u30c3\u30c8Redshift\u3092\u9078\u629e\u80a2\u3001Redshift\u306b\u5bfe\u3057\u3066\u30c7\u30fc\u30bf\u306e\u30ec\u30d7\u30ea\u30b1\u30fc\u30c8\u3092\u958b\u59cb\u3059\u308b\u3002<\/p>\n<p>\u3053\u3061\u3089\u306e\u30bc\u30edETL\u3092\u8a2d\u5b9a\u304c\u5b8c\u4e86\u3059\u308b\u3053\u3068\u3067\u3001<br \/>\n\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u304c\u66f8\u304d\u8fbc\u307e\u308c\u305f\u30c7\u30fc\u30bf\u304c\u6570\u79d2\u4ee5\u5185\u306bRedshift\u3067\u3082\u5229\u7528\u53ef\u80fd\u3068\u306a\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<h3>\u5b9f\u969b\u306e\u8a2d\u5b9a\u65b9\u6cd5<\/h3>\n<p>\u30bc\u30edETL\u306e\u4f5c\u6210\u753b\u9762\u304b\u3089\u3001\u4e0b\u8a18\u306eSTEP1~4\u3092\u307e\u305a\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>STEP1: \u7d71\u5408\u540d\u306e\u8a2d\u5b9a<\/li>\n<\/ul>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/c93914266ac7a7fff17490e89ae8e99a.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/c93914266ac7a7fff17490e89ae8e99a.jpg\" alt=\"\" width=\"1082\" height=\"592\" class=\"alignnone size-full wp-image-25135\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/c93914266ac7a7fff17490e89ae8e99a.jpg 1082w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/c93914266ac7a7fff17490e89ae8e99a-300x164.jpg 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/c93914266ac7a7fff17490e89ae8e99a-1024x560.jpg 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/c93914266ac7a7fff17490e89ae8e99a-768x420.jpg 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/c93914266ac7a7fff17490e89ae8e99a-728x398.jpg 728w\" sizes=\"auto, (max-width: 1082px) 100vw, 1082px\" \/><\/a>\n<ul>\n<li>STEP2: \u30bd\u30fc\u30b9DB\u306e\u9078\u629e<\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf\u53c2\u7167\u5143\u3068\u306a\u308b\u300c\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300d\uff08\u4eca\u56de\u306e\u5834\u5408\u306fAurora\uff09\u3068\u5bfe\u8c61\u306e\u300c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u540d\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/8ee283acf36ee18cab09a6b03f6cc4f1.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/8ee283acf36ee18cab09a6b03f6cc4f1.jpg\" alt=\"\" width=\"727\" height=\"604\" class=\"alignnone size-full wp-image-25152\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/8ee283acf36ee18cab09a6b03f6cc4f1.jpg 727w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/8ee283acf36ee18cab09a6b03f6cc4f1-300x249.jpg 300w\" sizes=\"auto, (max-width: 727px) 100vw, 727px\" \/><\/a>\n<ul>\n<li>STEP3: \u30bf\u30fc\u30b2\u30c3\u30c8Redshift\u306e\u9078\u629e<\/li>\n<\/ul>\n<p>\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u306a\u308bRedshift\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/aa1d2bdc5da7bc18b9e2c568b2acf257.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/aa1d2bdc5da7bc18b9e2c568b2acf257.jpg\" alt=\"\" width=\"758\" height=\"646\" class=\"alignnone size-full wp-image-25137\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/aa1d2bdc5da7bc18b9e2c568b2acf257.jpg 758w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/aa1d2bdc5da7bc18b9e2c568b2acf257-300x256.jpg 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/aa1d2bdc5da7bc18b9e2c568b2acf257-728x620.jpg 728w\" sizes=\"auto, (max-width: 758px) 100vw, 758px\" \/><\/a>\n<ul>\n<li>STEP4: \u30bf\u30b0\u3084\u6697\u53f7\u5316\u8a2d\u5b9a<\/li>\n<\/ul>\n<p>\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30bf\u30b0\u3084\u6697\u53f7\u5316\u8a2d\u5b9a\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/ad5d46e3636374f32c118333bfff7f7e.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/ad5d46e3636374f32c118333bfff7f7e.jpg\" alt=\"\" width=\"720\" height=\"618\" class=\"alignnone size-full wp-image-25138\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/ad5d46e3636374f32c118333bfff7f7e.jpg 720w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/ad5d46e3636374f32c118333bfff7f7e-300x258.jpg 300w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/a>\n<p>\u306e\uff14\u30b9\u30c6\u30c3\u30d7\u3059\u308b\u3053\u3068\u3067Aurora-Redshift\u306e\u8a2d\u5b9a\u306f\u5b8c\u4e86\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/4e27e8818067b3ce04315149036802e5.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/4e27e8818067b3ce04315149036802e5.jpg\" alt=\"\" width=\"748\" height=\"670\" class=\"alignnone size-full wp-image-25139\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/4e27e8818067b3ce04315149036802e5.jpg 748w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/4e27e8818067b3ce04315149036802e5-300x269.jpg 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/4e27e8818067b3ce04315149036802e5-728x652.jpg 728w\" sizes=\"auto, (max-width: 748px) 100vw, 748px\" \/><\/a>\n<p>20~30\u5206\u307b\u3069\u3067\u8a2d\u5b9a\u304c\u5b8c\u4e86\u3059\u308b\u3068\u306e\u3053\u3068\u3067\u3059\u3002<br \/>\n\u30b9\u30c6\u30fc\u30bf\u30b9\u304cActive\u306b\u306a\u308b\u3068\u5229\u7528\u53ef\u80fd\u3068\u306a\u308b\u306e\u3067\u3059\u304c\u3001\u5229\u7528\u958b\u59cb\u3059\u308b\u306b\u306fRedshift\u3067\u7d71\u5408\u306e\u8a2d\u5b9a\uff08\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u5c02\u7528\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4f5c\u6210\uff09\u304c\u5fc5\u8981\u306b\u306a\u308b\u306e\u3067\u305d\u3061\u3089\u3082\u5b9f\u65bd\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5148\u307b\u3069\u4f5c\u6210\u3057\u305f\u30bc\u30edETL\u7d71\u5408\u306e\u8b58\u5225\u5b50\u3092\u4f7f\u7528\u3057\u3066\u4e0b\u8a18\u306e\u3088\u3046\u306a\u30b3\u30de\u30f3\u30c9\u3092Redshift\u3067\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/f81ece309fea122fde51980832f58beb.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/f81ece309fea122fde51980832f58beb.jpg\" alt=\"\" width=\"708\" height=\"269\" class=\"alignnone size-full wp-image-25140\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/f81ece309fea122fde51980832f58beb.jpg 708w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/f81ece309fea122fde51980832f58beb-300x114.jpg 300w\" sizes=\"auto, (max-width: 708px) 100vw, 708px\" \/><\/a>\n<p>\u305d\u3046\u3059\u308b\u3053\u3068\u3067\u3001Aurora\u306e\u30c6\u30fc\u30d6\u30eb\u30fb\u30c7\u30fc\u30bf\u304cRedshift\u3078\u9023\u643a\u3055\u308c\u308b\u4ed5\u7d44\u307f\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/a19f0a38911e55b0144cba1c1593d37c.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/a19f0a38911e55b0144cba1c1593d37c.jpg\" alt=\"\" width=\"693\" height=\"462\" class=\"alignnone size-full wp-image-25141\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/a19f0a38911e55b0144cba1c1593d37c.jpg 693w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/a19f0a38911e55b0144cba1c1593d37c-300x200.jpg 300w\" sizes=\"auto, (max-width: 693px) 100vw, 693px\" \/><\/a>\n<h2>\u3055\u3044\u3054\u306b<\/h2>\n<p>\u4eca\u56de\u306fAurora PostgreSQL-Redshift\u306e\u30bc\u30edETL\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\u304c\u3001\u4eca\u56de\u306e\u767a\u8868\u3067AuroraMySQL\/AuroraPostgreSQL\/DynamoDB\/RDS MySQL\u304b\u3089\u30bc\u30edETL\u304c\u5229\u7528\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4ed6\u306e\u30bc\u30edETL\u306b\u3064\u3044\u3066\u306f\u307e\u305f\u5225\u306e\u6a5f\u4f1a\u3067\u8abf\u67fb\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u4eca\u56de\u306e\u30d6\u30ed\u30b0\u306e\u53c2\u8003\u306b\u3057\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u52d5\u753b\u306b\u3064\u3044\u3066\u306f\u73fe\u5728\u3001<a href=\"https:\/\/www.youtube.com\/watch?v=EsakQCP9wUk\">\u52d5\u753b<\/a>\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8208\u5473\u3042\u308c\u3070\u3001\u3054\u8996\u8074\u304f\u3060\u3055\u3044\uff01<br \/>\n\u52d5\u753b\u306e\u5f8c\u534a\u3067\u306f\u5b9f\u969b\u306b\u30bc\u30edETL\u306e\u8a2d\u5b9a\u3092\u3057\u305f\u306e\u3061\u3001Aurora\u306b\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3057\u3066Redshift\u306b\u30cb\u30a2\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53c2\u7167\u3067\u304d\u308b\u3053\u3068\u306e\u3067\u3082\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u5229\u7528\u30a4\u30e1\u30fc\u30b8\u3082\u4ed8\u304d\u3084\u3059\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<a href=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/cb87077c32d5bf0c9d0b3738297f122b.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/cb87077c32d5bf0c9d0b3738297f122b.jpg\" alt=\"\" width=\"1915\" height=\"777\" class=\"alignnone size-full wp-image-25134\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/cb87077c32d5bf0c9d0b3738297f122b.jpg 1915w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/cb87077c32d5bf0c9d0b3738297f122b-300x122.jpg 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/cb87077c32d5bf0c9d0b3738297f122b-1024x415.jpg 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/cb87077c32d5bf0c9d0b3738297f122b-768x312.jpg 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/cb87077c32d5bf0c9d0b3738297f122b-1536x623.jpg 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/cb87077c32d5bf0c9d0b3738297f122b-728x295.jpg 728w\" sizes=\"auto, (max-width: 1915px) 100vw, 1915px\" \/><\/a>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3061\u3089\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u306b\u5bfe\u3059\u308b\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002 \u53bb\u5e74\u767a\u8868\u3055\u308c\u305fAurora-MySQL\u304b\u3089Redshift\u3078\u306eZero-ETL\u7d71\u5408\u306ePostgreSQL\u7248\u30ea\u30ea\u30fc\u30b9\u306b\u5bfe\u3059\u308b\u30bb\u30c3\u30b7\u30e7\u30f3\/\u30bc\u30edETL deep dive\u30bb\u30c3\u30b7&#8230;<\/p>\n","protected":false},"author":53,"featured_media":24975,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_locale":"ja","_original_post":"https:\/\/www.skyarch.net\/blog\/?p=25131","footnotes":""},"categories":[20,1265,276],"tags":[],"class_list":{"0":"post-25131","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-aws","8":"category-aws-reinvent-2023","9":"category-serverless","10":"ja"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/25131","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/users\/53"}],"replies":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/comments?post=25131"}],"version-history":[{"count":14,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/25131\/revisions"}],"predecessor-version":[{"id":25158,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/25131\/revisions\/25158"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media\/24975"}],"wp:attachment":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media?parent=25131"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/categories?post=25131"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/tags?post=25131"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}